warning: commands will be executed using /bin/sh
job 1540 at Tue Jun 18 11:22:00 2013
FileBase	/isis4/andresg/Bud/buddy140_061413_reo/buddy140_061413_reo
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 1457482 data points of dimension 24.
meanDims = 24
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25829 members 
Mstep: Class 2 contains 25534 members 
Mstep: Class 3 contains 25408 members 
Mstep: Class 4 contains 25710 members 
Mstep: Class 5 contains 25541 members 
Mstep: Class 6 contains 25710 members 
Mstep: Class 7 contains 25224 members 
Mstep: Class 8 contains 25534 members 
Mstep: Class 9 contains 25644 members 
Mstep: Class 10 contains 25526 members 
Mstep: Class 11 contains 25644 members 
Mstep: Class 12 contains 25491 members 
Mstep: Class 13 contains 25570 members 
Mstep: Class 14 contains 25584 members 
Mstep: Class 15 contains 25750 members 
Mstep: Class 16 contains 25476 members 
Mstep: Class 17 contains 25577 members 
Mstep: Class 18 contains 25619 members 
Mstep: Class 19 contains 25456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 598.301086 but Gain 2127.710938
Score: -37625012.000000 Penalty: 38298.804688
Iteration 0F: 19 clusters Score -3.762501e+07 nChanged 456896
Entering Unmasked Mstep 
Mstep: Class 0 contains 634 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 64062 members 
Mstep: Class 3 contains 23129 members 
Mstep: Class 4 contains 21447 members 
Mstep: Class 5 contains 16223 members 
Mstep: Class 6 contains 9683 members 
Mstep: Class 7 contains 10731 members 
Mstep: Class 8 contains 78485 members 
Mstep: Class 9 contains 20146 members 
Mstep: Class 10 contains 52720 members 
Mstep: Class 11 contains 15435 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 19404 members 
Mstep: Class 14 contains 16399 members 
Mstep: Class 15 contains 14367 members 
Mstep: Class 16 contains 14134 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 53779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39432036.000000 Penalty: 38298.804688
Iteration 1F: 19 clusters Score -3.943204e+07 nChanged 189831
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 74849 members 
Mstep: Class 3 contains 16603 members 
Mstep: Class 4 contains 19386 members 
Mstep: Class 5 contains 13477 members 
Mstep: Class 6 contains 5993 members 
Mstep: Class 7 contains 8750 members 
Mstep: Class 8 contains 88845 members 
Mstep: Class 9 contains 12588 members 
Mstep: Class 10 contains 81071 members 
Mstep: Class 11 contains 18242 members 
Mstep: Class 12 contains 15798 members 
Mstep: Class 13 contains 13352 members 
Mstep: Class 14 contains 11239 members 
Mstep: Class 15 contains 11945 members 
Mstep: Class 16 contains 16105 members 
Mstep: Class 18 contains 10999 members 
Mstep: Class 19 contains 40590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39910376.000000 Penalty: 38298.804688
Iteration 2F: 19 clusters Score -3.991038e+07 nChanged 129030
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 67815 members 
Mstep: Class 3 contains 9960 members 
Mstep: Class 4 contains 10541 members 
Mstep: Class 5 contains 12256 members 
Mstep: Class 6 contains 4990 members 
Mstep: Class 7 contains 8530 members 
Mstep: Class 8 contains 79421 members 
Mstep: Class 9 contains 11763 members 
Mstep: Class 10 contains 106575 members 
Mstep: Class 11 contains 20372 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 10680 members 
Mstep: Class 14 contains 11446 members 
Mstep: Class 15 contains 13039 members 
Mstep: Class 16 contains 25947 members 
Mstep: Class 18 contains 14547 members 
Mstep: Class 19 contains 34282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40176172.000000 Penalty: 38298.804688
Iteration 3F: 19 clusters Score -4.017617e+07 nChanged 101561
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 55234 members 
Mstep: Class 3 contains 5484 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 12206 members 
Mstep: Class 6 contains 4845 members 
Mstep: Class 7 contains 8850 members 
Mstep: Class 8 contains 62302 members 
Mstep: Class 9 contains 14142 members 
Mstep: Class 10 contains 127727 members 
Mstep: Class 11 contains 21023 members 
Mstep: Class 12 contains 17999 members 
Mstep: Class 13 contains 9060 members 
Mstep: Class 14 contains 12027 members 
Mstep: Class 15 contains 12450 members 
Mstep: Class 16 contains 34098 members 
Mstep: Class 18 contains 20324 members 
Mstep: Class 19 contains 32684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1760.312500 but Gain 2127.710938
Score: -40339676.000000 Penalty: 36171.093750
Iteration 4F: 18 clusters Score -4.033968e+07 nChanged 79987
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 43300 members 
Mstep: Class 3 contains 3295 members 
Mstep: Class 5 contains 12483 members 
Mstep: Class 6 contains 5672 members 
Mstep: Class 7 contains 9568 members 
Mstep: Class 8 contains 44415 members 
Mstep: Class 9 contains 16683 members 
Mstep: Class 10 contains 146337 members 
Mstep: Class 11 contains 22249 members 
Mstep: Class 12 contains 19243 members 
Mstep: Class 13 contains 8194 members 
Mstep: Class 14 contains 11503 members 
Mstep: Class 15 contains 11290 members 
Mstep: Class 16 contains 39261 members 
Mstep: Class 18 contains 24285 members 
Mstep: Class 19 contains 31034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40451852.000000 Penalty: 36171.093750
Iteration 5F: 18 clusters Score -4.045185e+07 nChanged 59168
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 41172 members 
Mstep: Class 2 contains 32634 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 5 contains 12541 members 
Mstep: Class 6 contains 6220 members 
Mstep: Class 7 contains 10267 members 
Mstep: Class 8 contains 30843 members 
Mstep: Class 9 contains 18133 members 
Mstep: Class 10 contains 159956 members 
Mstep: Class 11 contains 25011 members 
Mstep: Class 12 contains 19835 members 
Mstep: Class 13 contains 7654 members 
Mstep: Class 14 contains 10766 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 43075 members 
Mstep: Class 18 contains 26466 members 
Mstep: Class 19 contains 28887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1758.633179 but Gain 2127.714844
Score: -40536104.000000 Penalty: 34043.378906
Iteration 6F: 17 clusters Score -4.05361e+07 nChanged 44120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 43954 members 
Mstep: Class 2 contains 24407 members 
Mstep: Class 5 contains 13287 members 
Mstep: Class 6 contains 6414 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 23357 members 
Mstep: Class 9 contains 19436 members 
Mstep: Class 10 contains 167778 members 
Mstep: Class 11 contains 28817 members 
Mstep: Class 12 contains 19713 members 
Mstep: Class 13 contains 7225 members 
Mstep: Class 14 contains 10231 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 46416 members 
Mstep: Class 18 contains 27309 members 
Mstep: Class 19 contains 27496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40589816.000000 Penalty: 34043.378906
Iteration 7F: 17 clusters Score -4.058982e+07 nChanged 30594
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 19104 members 
Mstep: Class 5 contains 13891 members 
Mstep: Class 6 contains 6263 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 19998 members 
Mstep: Class 9 contains 20648 members 
Mstep: Class 10 contains 170439 members 
Mstep: Class 11 contains 31146 members 
Mstep: Class 12 contains 19380 members 
Mstep: Class 13 contains 7115 members 
Mstep: Class 14 contains 9989 members 
Mstep: Class 15 contains 8695 members 
Mstep: Class 16 contains 48461 members 
Mstep: Class 18 contains 27764 members 
Mstep: Class 19 contains 26947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40621840.000000 Penalty: 34043.378906
Iteration 8F: 17 clusters Score -4.062184e+07 nChanged 22237
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 17372 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 5952 members 
Mstep: Class 7 contains 11025 members 
Mstep: Class 8 contains 20390 members 
Mstep: Class 9 contains 21826 members 
Mstep: Class 10 contains 169389 members 
Mstep: Class 11 contains 32175 members 
Mstep: Class 12 contains 19069 members 
Mstep: Class 13 contains 7194 members 
Mstep: Class 14 contains 9986 members 
Mstep: Class 15 contains 8332 members 
Mstep: Class 16 contains 49792 members 
Mstep: Class 18 contains 27931 members 
Mstep: Class 19 contains 26011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40650056.000000 Penalty: 34043.378906
Iteration 9Q: 17 clusters Score -4.065006e+07 nChanged 21445
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 44040 members 
Mstep: Class 2 contains 19026 members 
Mstep: Class 5 contains 13908 members 
Mstep: Class 6 contains 5529 members 
Mstep: Class 7 contains 11281 members 
Mstep: Class 8 contains 26232 members 
Mstep: Class 9 contains 22949 members 
Mstep: Class 10 contains 164357 members 
Mstep: Class 11 contains 32248 members 
Mstep: Class 12 contains 18691 members 
Mstep: Class 13 contains 7386 members 
Mstep: Class 14 contains 10157 members 
Mstep: Class 15 contains 8153 members 
Mstep: Class 16 contains 49846 members 
Mstep: Class 18 contains 27820 members 
Mstep: Class 19 contains 24186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40672964.000000 Penalty: 34043.378906
Iteration 10Q: 17 clusters Score -4.067296e+07 nChanged 23721
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 20785 members 
Mstep: Class 5 contains 13472 members 
Mstep: Class 6 contains 5130 members 
Mstep: Class 7 contains 11506 members 
Mstep: Class 8 contains 37197 members 
Mstep: Class 9 contains 23976 members 
Mstep: Class 10 contains 156389 members 
Mstep: Class 11 contains 32252 members 
Mstep: Class 12 contains 18339 members 
Mstep: Class 13 contains 7583 members 
Mstep: Class 14 contains 10314 members 
Mstep: Class 15 contains 8037 members 
Mstep: Class 16 contains 48065 members 
Mstep: Class 18 contains 27719 members 
Mstep: Class 19 contains 22507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40702256.000000 Penalty: 34043.378906
Iteration 11Q: 17 clusters Score -4.070226e+07 nChanged 24195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 22325 members 
Mstep: Class 5 contains 12671 members 
Mstep: Class 6 contains 4725 members 
Mstep: Class 7 contains 11684 members 
Mstep: Class 8 contains 50265 members 
Mstep: Class 9 contains 24942 members 
Mstep: Class 10 contains 148190 members 
Mstep: Class 11 contains 32512 members 
Mstep: Class 12 contains 17997 members 
Mstep: Class 13 contains 7705 members 
Mstep: Class 14 contains 10445 members 
Mstep: Class 15 contains 7912 members 
Mstep: Class 16 contains 44254 members 
Mstep: Class 18 contains 27593 members 
Mstep: Class 19 contains 21422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40738984.000000 Penalty: 34043.378906
Iteration 12Q: 17 clusters Score -4.073898e+07 nChanged 20659
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 23659 members 
Mstep: Class 5 contains 11457 members 
Mstep: Class 6 contains 4380 members 
Mstep: Class 7 contains 11770 members 
Mstep: Class 8 contains 60198 members 
Mstep: Class 9 contains 25889 members 
Mstep: Class 10 contains 144240 members 
Mstep: Class 11 contains 32905 members 
Mstep: Class 12 contains 17639 members 
Mstep: Class 13 contains 7754 members 
Mstep: Class 14 contains 10473 members 
Mstep: Class 15 contains 7695 members 
Mstep: Class 16 contains 39309 members 
Mstep: Class 18 contains 27460 members 
Mstep: Class 19 contains 20801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40760908.000000 Penalty: 34043.378906
Iteration 13Q: 17 clusters Score -4.076091e+07 nChanged 15293
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 24457 members 
Mstep: Class 5 contains 10198 members 
Mstep: Class 6 contains 4071 members 
Mstep: Class 7 contains 12076 members 
Mstep: Class 8 contains 65894 members 
Mstep: Class 9 contains 26771 members 
Mstep: Class 10 contains 144110 members 
Mstep: Class 11 contains 33245 members 
Mstep: Class 12 contains 17317 members 
Mstep: Class 13 contains 7752 members 
Mstep: Class 14 contains 10464 members 
Mstep: Class 15 contains 7261 members 
Mstep: Class 16 contains 34889 members 
Mstep: Class 18 contains 27321 members 
Mstep: Class 19 contains 20508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40770992.000000 Penalty: 34043.378906
Iteration 14Q: 17 clusters Score -4.077099e+07 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 24958 members 
Mstep: Class 5 contains 9182 members 
Mstep: Class 6 contains 3811 members 
Mstep: Class 7 contains 12515 members 
Mstep: Class 8 contains 69737 members 
Mstep: Class 9 contains 27556 members 
Mstep: Class 10 contains 144759 members 
Mstep: Class 11 contains 33475 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 7728 members 
Mstep: Class 14 contains 10436 members 
Mstep: Class 15 contains 6697 members 
Mstep: Class 16 contains 31376 members 
Mstep: Class 18 contains 27236 members 
Mstep: Class 19 contains 20342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40777176.000000 Penalty: 34043.378906
Iteration 15Q: 17 clusters Score -4.077718e+07 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 38411 members 
Mstep: Class 2 contains 25317 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 12866 members 
Mstep: Class 8 contains 72764 members 
Mstep: Class 9 contains 28222 members 
Mstep: Class 10 contains 145467 members 
Mstep: Class 11 contains 33635 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 7676 members 
Mstep: Class 14 contains 10412 members 
Mstep: Class 15 contains 6130 members 
Mstep: Class 16 contains 28597 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 20229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781660.000000 Penalty: 34043.378906
Iteration 16Q: 17 clusters Score -4.078166e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 25554 members 
Mstep: Class 5 contains 7705 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 13131 members 
Mstep: Class 8 contains 75371 members 
Mstep: Class 9 contains 28850 members 
Mstep: Class 10 contains 146029 members 
Mstep: Class 11 contains 33767 members 
Mstep: Class 12 contains 16811 members 
Mstep: Class 13 contains 7597 members 
Mstep: Class 14 contains 10401 members 
Mstep: Class 15 contains 5538 members 
Mstep: Class 16 contains 26377 members 
Mstep: Class 18 contains 27176 members 
Mstep: Class 19 contains 20091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40785368.000000 Penalty: 34043.378906
Iteration 17Q: 17 clusters Score -4.078537e+07 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 25701 members 
Mstep: Class 5 contains 7225 members 
Mstep: Class 6 contains 3324 members 
Mstep: Class 7 contains 13324 members 
Mstep: Class 8 contains 77790 members 
Mstep: Class 9 contains 29334 members 
Mstep: Class 10 contains 146455 members 
Mstep: Class 11 contains 33861 members 
Mstep: Class 12 contains 16735 members 
Mstep: Class 13 contains 7511 members 
Mstep: Class 14 contains 10403 members 
Mstep: Class 15 contains 4986 members 
Mstep: Class 16 contains 24530 members 
Mstep: Class 18 contains 27150 members 
Mstep: Class 19 contains 19955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40788632.000000 Penalty: 34043.378906
Iteration 18Q: 17 clusters Score -4.078863e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 25748 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 3218 members 
Mstep: Class 7 contains 13478 members 
Mstep: Class 8 contains 80088 members 
Mstep: Class 9 contains 29695 members 
Mstep: Class 10 contains 146790 members 
Mstep: Class 11 contains 33909 members 
Mstep: Class 12 contains 16719 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 10391 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 22865 members 
Mstep: Class 18 contains 27095 members 
Mstep: Class 19 contains 19874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40791436.000000 Penalty: 34043.378906
Iteration 19Q: 17 clusters Score -4.079144e+07 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36666 members 
Mstep: Class 2 contains 25730 members 
Mstep: Class 5 contains 6555 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 13564 members 
Mstep: Class 8 contains 82314 members 
Mstep: Class 9 contains 29992 members 
Mstep: Class 10 contains 147066 members 
Mstep: Class 11 contains 33953 members 
Mstep: Class 12 contains 16731 members 
Mstep: Class 13 contains 7325 members 
Mstep: Class 14 contains 10378 members 
Mstep: Class 15 contains 4283 members 
Mstep: Class 16 contains 21302 members 
Mstep: Class 18 contains 27020 members 
Mstep: Class 19 contains 19785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40795320.000000 Penalty: 34043.378906
Iteration 20F: 17 clusters Score -4.079532e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 36247 members 
Mstep: Class 2 contains 25704 members 
Mstep: Class 5 contains 6286 members 
Mstep: Class 6 contains 3026 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 84546 members 
Mstep: Class 9 contains 30276 members 
Mstep: Class 10 contains 147313 members 
Mstep: Class 11 contains 33909 members 
Mstep: Class 12 contains 16676 members 
Mstep: Class 13 contains 7236 members 
Mstep: Class 14 contains 10260 members 
Mstep: Class 15 contains 3818 members 
Mstep: Class 16 contains 19999 members 
Mstep: Class 18 contains 26917 members 
Mstep: Class 19 contains 19831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40798828.000000 Penalty: 34043.378906
Iteration 21Q: 17 clusters Score -4.079883e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 25603 members 
Mstep: Class 5 contains 6063 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 13905 members 
Mstep: Class 8 contains 86409 members 
Mstep: Class 9 contains 30517 members 
Mstep: Class 10 contains 147543 members 
Mstep: Class 11 contains 33868 members 
Mstep: Class 12 contains 16684 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 10151 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 18912 members 
Mstep: Class 18 contains 26788 members 
Mstep: Class 19 contains 19862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40801032.000000 Penalty: 34043.378906
Iteration 22Q: 17 clusters Score -4.080103e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 25484 members 
Mstep: Class 5 contains 5882 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 13989 members 
Mstep: Class 8 contains 87948 members 
Mstep: Class 9 contains 30685 members 
Mstep: Class 10 contains 147733 members 
Mstep: Class 11 contains 33819 members 
Mstep: Class 12 contains 16746 members 
Mstep: Class 13 contains 7009 members 
Mstep: Class 14 contains 10051 members 
Mstep: Class 15 contains 3492 members 
Mstep: Class 16 contains 18081 members 
Mstep: Class 18 contains 26639 members 
Mstep: Class 19 contains 19852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40802372.000000 Penalty: 34043.378906
Iteration 23Q: 17 clusters Score -4.080237e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 25383 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 14052 members 
Mstep: Class 8 contains 89100 members 
Mstep: Class 9 contains 30822 members 
Mstep: Class 10 contains 147897 members 
Mstep: Class 11 contains 33774 members 
Mstep: Class 12 contains 16800 members 
Mstep: Class 13 contains 6924 members 
Mstep: Class 14 contains 9993 members 
Mstep: Class 15 contains 3471 members 
Mstep: Class 16 contains 17434 members 
Mstep: Class 18 contains 26502 members 
Mstep: Class 19 contains 19885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40803288.000000 Penalty: 34043.378906
Iteration 24Q: 17 clusters Score -4.080329e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 25265 members 
Mstep: Class 5 contains 5612 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 14080 members 
Mstep: Class 8 contains 89932 members 
Mstep: Class 9 contains 30959 members 
Mstep: Class 10 contains 148057 members 
Mstep: Class 11 contains 33753 members 
Mstep: Class 12 contains 16878 members 
Mstep: Class 13 contains 6842 members 
Mstep: Class 14 contains 9935 members 
Mstep: Class 15 contains 3459 members 
Mstep: Class 16 contains 16981 members 
Mstep: Class 18 contains 26357 members 
Mstep: Class 19 contains 19964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40803692.000000 Penalty: 34043.378906
Iteration 25Q: 17 clusters Score -4.080369e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 25131 members 
Mstep: Class 5 contains 5523 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 90583 members 
Mstep: Class 9 contains 31096 members 
Mstep: Class 10 contains 148190 members 
Mstep: Class 11 contains 33744 members 
Mstep: Class 12 contains 16955 members 
Mstep: Class 13 contains 6777 members 
Mstep: Class 14 contains 9890 members 
Mstep: Class 15 contains 3469 members 
Mstep: Class 16 contains 16667 members 
Mstep: Class 18 contains 26194 members 
Mstep: Class 19 contains 20005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804008.000000 Penalty: 34043.378906
Iteration 26Q: 17 clusters Score -4.080401e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 24998 members 
Mstep: Class 5 contains 5441 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 14093 members 
Mstep: Class 8 contains 91088 members 
Mstep: Class 9 contains 31225 members 
Mstep: Class 10 contains 148314 members 
Mstep: Class 11 contains 33748 members 
Mstep: Class 12 contains 17047 members 
Mstep: Class 13 contains 6726 members 
Mstep: Class 14 contains 9859 members 
Mstep: Class 15 contains 3486 members 
Mstep: Class 16 contains 16436 members 
Mstep: Class 18 contains 26069 members 
Mstep: Class 19 contains 20010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804196.000000 Penalty: 34043.378906
Iteration 27Q: 17 clusters Score -4.08042e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 24881 members 
Mstep: Class 5 contains 5375 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 14113 members 
Mstep: Class 8 contains 91486 members 
Mstep: Class 9 contains 31323 members 
Mstep: Class 10 contains 148405 members 
Mstep: Class 11 contains 33727 members 
Mstep: Class 12 contains 17156 members 
Mstep: Class 13 contains 6685 members 
Mstep: Class 14 contains 9837 members 
Mstep: Class 15 contains 3498 members 
Mstep: Class 16 contains 16253 members 
Mstep: Class 18 contains 25973 members 
Mstep: Class 19 contains 20024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804336.000000 Penalty: 34043.378906
Iteration 28Q: 17 clusters Score -4.080434e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 24773 members 
Mstep: Class 5 contains 5319 members 
Mstep: Class 6 contains 2779 members 
Mstep: Class 7 contains 14110 members 
Mstep: Class 8 contains 91817 members 
Mstep: Class 9 contains 31397 members 
Mstep: Class 10 contains 148492 members 
Mstep: Class 11 contains 33726 members 
Mstep: Class 12 contains 17258 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 9823 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 16150 members 
Mstep: Class 18 contains 25879 members 
Mstep: Class 19 contains 20016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804416.000000 Penalty: 34043.378906
Iteration 29Q: 17 clusters Score -4.080442e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33978 members 
Mstep: Class 2 contains 24672 members 
Mstep: Class 5 contains 5267 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 92107 members 
Mstep: Class 9 contains 31465 members 
Mstep: Class 10 contains 148582 members 
Mstep: Class 11 contains 33722 members 
Mstep: Class 12 contains 17363 members 
Mstep: Class 13 contains 6612 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 3506 members 
Mstep: Class 16 contains 16040 members 
Mstep: Class 18 contains 25793 members 
Mstep: Class 19 contains 20009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804604.000000 Penalty: 34043.378906
Iteration 30Q: 17 clusters Score -4.08046e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 24572 members 
Mstep: Class 5 contains 5225 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 14085 members 
Mstep: Class 8 contains 92339 members 
Mstep: Class 9 contains 31520 members 
Mstep: Class 10 contains 148651 members 
Mstep: Class 11 contains 33729 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 6579 members 
Mstep: Class 14 contains 9814 members 
Mstep: Class 15 contains 3504 members 
Mstep: Class 16 contains 15958 members 
Mstep: Class 18 contains 25743 members 
Mstep: Class 19 contains 19999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804500.000000 Penalty: 34043.378906
Iteration 31Q: 17 clusters Score -4.08045e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33730 members 
Mstep: Class 2 contains 24478 members 
Mstep: Class 5 contains 5192 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 14075 members 
Mstep: Class 8 contains 92543 members 
Mstep: Class 9 contains 31561 members 
Mstep: Class 10 contains 148704 members 
Mstep: Class 11 contains 33723 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 6557 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 15899 members 
Mstep: Class 18 contains 25698 members 
Mstep: Class 19 contains 19963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804516.000000 Penalty: 34043.378906
Iteration 32Q: 17 clusters Score -4.080452e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 24380 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 14084 members 
Mstep: Class 8 contains 92686 members 
Mstep: Class 9 contains 31602 members 
Mstep: Class 10 contains 148738 members 
Mstep: Class 11 contains 33742 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 6525 members 
Mstep: Class 14 contains 9818 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 15849 members 
Mstep: Class 18 contains 25670 members 
Mstep: Class 19 contains 19939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804608.000000 Penalty: 34043.378906
Iteration 33Q: 17 clusters Score -4.080461e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 24303 members 
Mstep: Class 5 contains 5142 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 14090 members 
Mstep: Class 8 contains 92793 members 
Mstep: Class 9 contains 31633 members 
Mstep: Class 10 contains 148767 members 
Mstep: Class 11 contains 33773 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 6502 members 
Mstep: Class 14 contains 9817 members 
Mstep: Class 15 contains 3510 members 
Mstep: Class 16 contains 15812 members 
Mstep: Class 18 contains 25642 members 
Mstep: Class 19 contains 19918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804688.000000 Penalty: 34043.378906
Iteration 34Q: 17 clusters Score -4.080469e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33479 members 
Mstep: Class 2 contains 24230 members 
Mstep: Class 5 contains 5113 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 14092 members 
Mstep: Class 8 contains 92861 members 
Mstep: Class 9 contains 31655 members 
Mstep: Class 10 contains 148807 members 
Mstep: Class 11 contains 33800 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 6481 members 
Mstep: Class 14 contains 9811 members 
Mstep: Class 15 contains 3509 members 
Mstep: Class 16 contains 15786 members 
Mstep: Class 18 contains 25626 members 
Mstep: Class 19 contains 19907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804832.000000 Penalty: 34043.378906
Iteration 35Q: 17 clusters Score -4.080483e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 24156 members 
Mstep: Class 5 contains 5083 members 
Mstep: Class 6 contains 2808 members 
Mstep: Class 7 contains 14095 members 
Mstep: Class 8 contains 92910 members 
Mstep: Class 9 contains 31664 members 
Mstep: Class 10 contains 148850 members 
Mstep: Class 11 contains 33854 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 6459 members 
Mstep: Class 14 contains 9808 members 
Mstep: Class 15 contains 3511 members 
Mstep: Class 16 contains 15761 members 
Mstep: Class 18 contains 25618 members 
Mstep: Class 19 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804784.000000 Penalty: 34043.378906
Iteration 36Q: 17 clusters Score -4.080478e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33356 members 
Mstep: Class 2 contains 24094 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 14105 members 
Mstep: Class 8 contains 92932 members 
Mstep: Class 9 contains 31671 members 
Mstep: Class 10 contains 148882 members 
Mstep: Class 11 contains 33910 members 
Mstep: Class 12 contains 17993 members 
Mstep: Class 13 contains 6442 members 
Mstep: Class 14 contains 9793 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 15744 members 
Mstep: Class 18 contains 25612 members 
Mstep: Class 19 contains 19889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804924.000000 Penalty: 34043.378906
Iteration 37Q: 17 clusters Score -4.080492e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 33314 members 
Mstep: Class 2 contains 24048 members 
Mstep: Class 5 contains 5046 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 14114 members 
Mstep: Class 8 contains 92943 members 
Mstep: Class 9 contains 31680 members 
Mstep: Class 10 contains 148900 members 
Mstep: Class 11 contains 33950 members 
Mstep: Class 12 contains 18058 members 
Mstep: Class 13 contains 6429 members 
Mstep: Class 14 contains 9783 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15732 members 
Mstep: Class 18 contains 25605 members 
Mstep: Class 19 contains 19873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804936.000000 Penalty: 34043.378906
Iteration 38Q: 17 clusters Score -4.080494e+07 nChanged 311
Entering ConstructFrom: 
Score: -40804936.000000 Penalty: 34043.378906
Entering ConstructFrom: 
Trying to split cluster 1 (33277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Entering Unmasked Estep 
Score: -2930014.250000 Penalty: 1692.051025
	Iteration 0F: 2 clusters Score -2930014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2907558.250000 Penalty: 3384.102051
	Iteration 0F: 3 clusters Score -2907558 nChanged 15469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -2916950.500000 Penalty: 3384.102051
	Iteration 1F: 3 clusters Score -2916950 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2919488.500000 Penalty: 3384.102051
	Iteration 2F: 3 clusters Score -2919488 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2923714.500000 Penalty: 3384.102051
	Iteration 3F: 3 clusters Score -2923714 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2928468.000000 Penalty: 3384.102051
	Iteration 4F: 3 clusters Score -2928468 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -2931835.000000 Penalty: 3384.102051
	Iteration 5F: 3 clusters Score -2931835 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2933595.000000 Penalty: 3384.102051
	Iteration 6F: 3 clusters Score -2933595 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2934422.750000 Penalty: 3384.102051
	Iteration 7Q: 3 clusters Score -2934423 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -2934875.250000 Penalty: 3384.102051
	Iteration 8Q: 3 clusters Score -2934875 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -2935138.500000 Penalty: 3384.102051
	Iteration 9Q: 3 clusters Score -2935138 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2935266.500000 Penalty: 3384.102051
	Iteration 10Q: 3 clusters Score -2935266 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -2935347.500000 Penalty: 3384.102051
	Iteration 11Q: 3 clusters Score -2935348 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29603 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2935395.500000 Penalty: 3384.102051
	Iteration 12Q: 3 clusters Score -2935396 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29728 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2935413.750000 Penalty: 3384.102051
	Iteration 13Q: 3 clusters Score -2935414 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2935434.000000 Penalty: 3384.102051
	Iteration 14Q: 3 clusters Score -2935434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2935445.500000 Penalty: 3384.102051
	Iteration 15Q: 3 clusters Score -2935446 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2935449.000000 Penalty: 3384.102051
	Iteration 16Q: 3 clusters Score -2935449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29975 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2935450.750000 Penalty: 3384.102051
	Iteration 17Q: 3 clusters Score -2935451 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2935458.750000 Penalty: 3384.102051
	Iteration 18Q: 3 clusters Score -2935459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2935460.250000 Penalty: 3384.102051
	Iteration 19Q: 3 clusters Score -2935460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -2935465.250000 Penalty: 3384.102051
	Iteration 20F: 3 clusters Score -2935465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -2935468.750000 Penalty: 3384.102051
	Iteration 21Q: 3 clusters Score -2935469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -2935466.750000 Penalty: 3384.102051
	Iteration 22Q: 3 clusters Score -2935467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2935470.000000 Penalty: 3384.102051
	Iteration 23Q: 3 clusters Score -2935470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2935471.750000 Penalty: 3384.102051
	Iteration 24Q: 3 clusters Score -2935472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2935471.750000 Penalty: 3384.102051
	Iteration 25Q: 3 clusters Score -2935472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30067 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2935469.500000 Penalty: 3384.102051
	Iteration 26Q: 3 clusters Score -2935470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2935472.000000 Penalty: 3384.102051
	Iteration 27Q: 3 clusters Score -2935472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2935472.000000 Penalty: 3384.102051
	Iteration 28F: 3 clusters Score -2935472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 92958 members 
Mstep: Class 9 contains 31682 members 
Mstep: Class 10 contains 148923 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Entering Unmasked Estep 
Score: -40810112.000000 Penalty: 36171.093750
Splitting cluster 1 changes total score from -40804936.000000 to -40810112.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 2 (23997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23997 members 
Entering Unmasked Estep 
Score: -2095200.000000 Penalty: 1638.923584
	Iteration 0F: 2 clusters Score -2095200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -2078794.500000 Penalty: 3277.847168
	Iteration 0F: 3 clusters Score -2078794 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2084993.625000 Penalty: 3277.847168
	Iteration 1F: 3 clusters Score -2084994 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2085376.875000 Penalty: 3277.847168
	Iteration 2Q: 3 clusters Score -2085377 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2085777.875000 Penalty: 3277.847168
	Iteration 3Q: 3 clusters Score -2085778 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -2086238.500000 Penalty: 3277.847168
	Iteration 4Q: 3 clusters Score -2086238 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -2086836.125000 Penalty: 3277.847168
	Iteration 5Q: 3 clusters Score -2086836 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2087552.875000 Penalty: 3277.847168
	Iteration 6F: 3 clusters Score -2087553 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2088517.500000 Penalty: 3277.847168
	Iteration 7F: 3 clusters Score -2088518 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -2089584.375000 Penalty: 3277.847168
	Iteration 8F: 3 clusters Score -2089584 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2090654.375000 Penalty: 3277.847168
	Iteration 9F: 3 clusters Score -2090654 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -2091715.750000 Penalty: 3277.847168
	Iteration 10F: 3 clusters Score -2091716 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2092774.250000 Penalty: 3277.847168
	Iteration 11Q: 3 clusters Score -2092774 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -2093537.375000 Penalty: 3277.847168
	Iteration 12Q: 3 clusters Score -2093537 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2093906.000000 Penalty: 3277.847168
	Iteration 13Q: 3 clusters Score -2093906 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -2094053.500000 Penalty: 3277.847168
	Iteration 14Q: 3 clusters Score -2094054 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2094118.125000 Penalty: 3277.847168
	Iteration 15Q: 3 clusters Score -2094118 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -2094165.000000 Penalty: 3277.847168
	Iteration 16Q: 3 clusters Score -2094165 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -2094195.500000 Penalty: 3277.847168
	Iteration 17Q: 3 clusters Score -2094196 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2094226.875000 Penalty: 3277.847168
	Iteration 18Q: 3 clusters Score -2094227 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2094249.875000 Penalty: 3277.847168
	Iteration 19Q: 3 clusters Score -2094250 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -2094272.500000 Penalty: 3277.847168
	Iteration 20F: 3 clusters Score -2094272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2094281.000000 Penalty: 3277.847168
	Iteration 21Q: 3 clusters Score -2094281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2094294.500000 Penalty: 3277.847168
	Iteration 22Q: 3 clusters Score -2094294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -2094305.375000 Penalty: 3277.847168
	Iteration 23Q: 3 clusters Score -2094305 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -2094310.625000 Penalty: 3277.847168
	Iteration 24Q: 3 clusters Score -2094311 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2094317.000000 Penalty: 3277.847168
	Iteration 25Q: 3 clusters Score -2094317 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2094322.750000 Penalty: 3277.847168
	Iteration 26Q: 3 clusters Score -2094323 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2094325.250000 Penalty: 3277.847168
	Iteration 27Q: 3 clusters Score -2094325 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2094330.750000 Penalty: 3277.847168
	Iteration 28Q: 3 clusters Score -2094331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2094335.500000 Penalty: 3277.847168
	Iteration 29Q: 3 clusters Score -2094336 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2094336.875000 Penalty: 3277.847168
	Iteration 30Q: 3 clusters Score -2094337 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2094342.500000 Penalty: 3277.847168
	Iteration 31Q: 3 clusters Score -2094342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2094345.625000 Penalty: 3277.847168
	Iteration 32Q: 3 clusters Score -2094346 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -2094351.500000 Penalty: 3277.847168
	Iteration 33Q: 3 clusters Score -2094352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2094358.500000 Penalty: 3277.847168
	Iteration 34Q: 3 clusters Score -2094358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2094358.000000 Penalty: 3277.847168
	Iteration 35Q: 3 clusters Score -2094358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2094355.625000 Penalty: 3277.847168
	Iteration 36Q: 3 clusters Score -2094356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2094361.500000 Penalty: 3277.847168
	Iteration 37Q: 3 clusters Score -2094362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2094365.125000 Penalty: 3277.847168
	Iteration 38Q: 3 clusters Score -2094365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2094361.750000 Penalty: 3277.847168
	Iteration 39Q: 3 clusters Score -2094362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2094359.875000 Penalty: 3277.847168
	Iteration 40F: 3 clusters Score -2094360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2094360.250000 Penalty: 3277.847168
	Iteration 41Q: 3 clusters Score -2094360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -2094358.375000 Penalty: 3277.847168
	Iteration 42Q: 3 clusters Score -2094358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2094361.500000 Penalty: 3277.847168
	Iteration 43Q: 3 clusters Score -2094362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2094361.500000 Penalty: 3277.847168
	Iteration 44F: 3 clusters Score -2094362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Entering Unmasked Estep 
Score: -440006.500000 Penalty: 1385.080566
	Iteration 0F: 2 clusters Score -440006.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -436003.500000 Penalty: 2770.161133
	Iteration 0F: 3 clusters Score -436003.5 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -437171.687500 Penalty: 2770.161133
	Iteration 1F: 3 clusters Score -437171.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -437323.000000 Penalty: 2770.161133
	Iteration 2F: 3 clusters Score -437323 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -437423.156250 Penalty: 2770.161133
	Iteration 3Q: 3 clusters Score -437423.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -437500.406250 Penalty: 2770.161133
	Iteration 4Q: 3 clusters Score -437500.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -437568.312500 Penalty: 2770.161133
	Iteration 5Q: 3 clusters Score -437568.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -437650.031250 Penalty: 2770.161133
	Iteration 6Q: 3 clusters Score -437650 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -437754.906250 Penalty: 2770.161133
	Iteration 7Q: 3 clusters Score -437754.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -437914.375000 Penalty: 2770.161133
	Iteration 8Q: 3 clusters Score -437914.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -438158.000000 Penalty: 2770.161133
	Iteration 9Q: 3 clusters Score -438158 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -438464.375000 Penalty: 2770.161133
	Iteration 10F: 3 clusters Score -438464.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -438703.531250 Penalty: 2770.161133
	Iteration 11F: 3 clusters Score -438703.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -438849.062500 Penalty: 2770.161133
	Iteration 12Q: 3 clusters Score -438849.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -438937.968750 Penalty: 2770.161133
	Iteration 13Q: 3 clusters Score -438938 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -439004.781250 Penalty: 2770.161133
	Iteration 14Q: 3 clusters Score -439004.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -439054.000000 Penalty: 2770.161133
	Iteration 15Q: 3 clusters Score -439054 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -439084.406250 Penalty: 2770.161133
	Iteration 16Q: 3 clusters Score -439084.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -439105.843750 Penalty: 2770.161133
	Iteration 17Q: 3 clusters Score -439105.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -439127.937500 Penalty: 2770.161133
	Iteration 18Q: 3 clusters Score -439127.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -439144.875000 Penalty: 2770.161133
	Iteration 19Q: 3 clusters Score -439144.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -439163.000000 Penalty: 2770.161133
	Iteration 20F: 3 clusters Score -439163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -439178.437500 Penalty: 2770.161133
	Iteration 21Q: 3 clusters Score -439178.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -439192.375000 Penalty: 2770.161133
	Iteration 22Q: 3 clusters Score -439192.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -439209.406250 Penalty: 2770.161133
	Iteration 23Q: 3 clusters Score -439209.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -439223.656250 Penalty: 2770.161133
	Iteration 24Q: 3 clusters Score -439223.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -439235.000000 Penalty: 2770.161133
	Iteration 25Q: 3 clusters Score -439235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -439243.062500 Penalty: 2770.161133
	Iteration 26Q: 3 clusters Score -439243.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -439249.062500 Penalty: 2770.161133
	Iteration 27Q: 3 clusters Score -439249.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -439251.656250 Penalty: 2770.161133
	Iteration 28Q: 3 clusters Score -439251.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -439252.656250 Penalty: 2770.161133
	Iteration 29Q: 3 clusters Score -439252.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -439253.250000 Penalty: 2770.161133
	Iteration 30Q: 3 clusters Score -439253.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -439253.812500 Penalty: 2770.161133
	Iteration 31Q: 3 clusters Score -439253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -439253.812500 Penalty: 2770.161133
	Iteration 32F: 3 clusters Score -439253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -191583.718750 Penalty: 1290.691650
	Iteration 0F: 2 clusters Score -191583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -189148.015625 Penalty: 2581.383301
	Iteration 0F: 3 clusters Score -189148 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -190720.187500 Penalty: 2581.383301
	Iteration 1F: 3 clusters Score -190720.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -192021.765625 Penalty: 2581.383301
	Iteration 2F: 3 clusters Score -192021.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -192932.640625 Penalty: 2581.383301
	Iteration 3F: 3 clusters Score -192932.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -193398.734375 Penalty: 2581.383301
	Iteration 4F: 3 clusters Score -193398.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -193727.453125 Penalty: 2581.383301
	Iteration 5Q: 3 clusters Score -193727.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -193893.968750 Penalty: 2581.383301
	Iteration 6Q: 3 clusters Score -193894 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -194017.296875 Penalty: 2581.383301
	Iteration 7Q: 3 clusters Score -194017.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -194098.390625 Penalty: 2581.383301
	Iteration 8Q: 3 clusters Score -194098.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -194134.187500 Penalty: 2581.383301
	Iteration 9Q: 3 clusters Score -194134.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -194154.234375 Penalty: 2581.383301
	Iteration 10Q: 3 clusters Score -194154.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -194160.234375 Penalty: 2581.383301
	Iteration 11Q: 3 clusters Score -194160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194166.375000 Penalty: 2581.383301
	Iteration 12Q: 3 clusters Score -194166.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -194169.468750 Penalty: 2581.383301
	Iteration 13Q: 3 clusters Score -194169.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -194174.875000 Penalty: 2581.383301
	Iteration 14Q: 3 clusters Score -194174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -194180.109375 Penalty: 2581.383301
	Iteration 15Q: 3 clusters Score -194180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -194183.921875 Penalty: 2581.383301
	Iteration 16Q: 3 clusters Score -194183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -194186.906250 Penalty: 2581.383301
	Iteration 17Q: 3 clusters Score -194186.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -194187.609375 Penalty: 2581.383301
	Iteration 18Q: 3 clusters Score -194187.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194188.390625 Penalty: 2581.383301
	Iteration 19Q: 3 clusters Score -194188.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -194189.734375 Penalty: 2581.383301
	Iteration 20F: 3 clusters Score -194189.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -194191.453125 Penalty: 2581.383301
	Iteration 21Q: 3 clusters Score -194191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -194191.453125 Penalty: 2581.383301
	Iteration 22F: 3 clusters Score -194191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 14109 members 
Mstep: Class 8 contains 92958 members 
Mstep: Class 9 contains 31682 members 
Mstep: Class 10 contains 148923 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Entering Unmasked Estep 
Score: -40811856.000000 Penalty: 38298.804688
Splitting cluster 6 changes total score from -40804936.000000 to -40811856.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 7 (14109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Entering Unmasked Estep 
Score: -1080048.000000 Penalty: 1552.617310
	Iteration 0F: 2 clusters Score -1080048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1070258.875000 Penalty: 3105.234619
	Iteration 0F: 3 clusters Score -1070259 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -1074790.125000 Penalty: 3105.234619
	Iteration 1F: 3 clusters Score -1074790 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1076351.375000 Penalty: 3105.234619
	Iteration 2F: 3 clusters Score -1076351 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1077710.750000 Penalty: 3105.234619
	Iteration 3F: 3 clusters Score -1077711 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1078678.250000 Penalty: 3105.234619
	Iteration 4F: 3 clusters Score -1078678 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1079265.625000 Penalty: 3105.234619
	Iteration 5F: 3 clusters Score -1079266 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1079683.250000 Penalty: 3105.234619
	Iteration 6Q: 3 clusters Score -1079683 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1079949.375000 Penalty: 3105.234619
	Iteration 7Q: 3 clusters Score -1079949 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1080138.250000 Penalty: 3105.234619
	Iteration 8Q: 3 clusters Score -1080138 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1080283.625000 Penalty: 3105.234619
	Iteration 9Q: 3 clusters Score -1080284 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1080390.000000 Penalty: 3105.234619
	Iteration 10Q: 3 clusters Score -1080390 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1080449.625000 Penalty: 3105.234619
	Iteration 11Q: 3 clusters Score -1080450 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1080496.875000 Penalty: 3105.234619
	Iteration 12Q: 3 clusters Score -1080497 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1080537.250000 Penalty: 3105.234619
	Iteration 13Q: 3 clusters Score -1080537 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1080560.500000 Penalty: 3105.234619
	Iteration 14Q: 3 clusters Score -1080560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1080599.625000 Penalty: 3105.234619
	Iteration 15Q: 3 clusters Score -1080600 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1080623.375000 Penalty: 3105.234619
	Iteration 16Q: 3 clusters Score -1080623 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1080648.125000 Penalty: 3105.234619
	Iteration 17Q: 3 clusters Score -1080648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1080672.375000 Penalty: 3105.234619
	Iteration 18Q: 3 clusters Score -1080672 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1080690.375000 Penalty: 3105.234619
	Iteration 19Q: 3 clusters Score -1080690 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1080702.000000 Penalty: 3105.234619
	Iteration 20F: 3 clusters Score -1080702 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1080718.750000 Penalty: 3105.234619
	Iteration 21Q: 3 clusters Score -1080719 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1080732.750000 Penalty: 3105.234619
	Iteration 22Q: 3 clusters Score -1080733 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1080748.125000 Penalty: 3105.234619
	Iteration 23Q: 3 clusters Score -1080748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1080760.750000 Penalty: 3105.234619
	Iteration 24Q: 3 clusters Score -1080761 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1080767.750000 Penalty: 3105.234619
	Iteration 25Q: 3 clusters Score -1080768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1080775.875000 Penalty: 3105.234619
	Iteration 26Q: 3 clusters Score -1080776 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1080782.875000 Penalty: 3105.234619
	Iteration 27Q: 3 clusters Score -1080783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1080792.125000 Penalty: 3105.234619
	Iteration 28Q: 3 clusters Score -1080792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1080794.875000 Penalty: 3105.234619
	Iteration 29Q: 3 clusters Score -1080795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1080802.000000 Penalty: 3105.234619
	Iteration 30Q: 3 clusters Score -1080802 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1080811.250000 Penalty: 3105.234619
	Iteration 31Q: 3 clusters Score -1080811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1080816.875000 Penalty: 3105.234619
	Iteration 32Q: 3 clusters Score -1080817 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1080820.125000 Penalty: 3105.234619
	Iteration 33Q: 3 clusters Score -1080820 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1080828.375000 Penalty: 3105.234619
	Iteration 34Q: 3 clusters Score -1080828 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1080836.000000 Penalty: 3105.234619
	Iteration 35Q: 3 clusters Score -1080836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -1080843.625000 Penalty: 3105.234619
	Iteration 36Q: 3 clusters Score -1080844 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1080850.875000 Penalty: 3105.234619
	Iteration 37Q: 3 clusters Score -1080851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1080867.125000 Penalty: 3105.234619
	Iteration 38Q: 3 clusters Score -1080867 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1080870.500000 Penalty: 3105.234619
	Iteration 39Q: 3 clusters Score -1080870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1080879.875000 Penalty: 3105.234619
	Iteration 40F: 3 clusters Score -1080880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1080890.750000 Penalty: 3105.234619
	Iteration 41Q: 3 clusters Score -1080891 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1080902.375000 Penalty: 3105.234619
	Iteration 42Q: 3 clusters Score -1080902 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1080911.125000 Penalty: 3105.234619
	Iteration 43Q: 3 clusters Score -1080911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1080920.250000 Penalty: 3105.234619
	Iteration 44Q: 3 clusters Score -1080920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1080924.250000 Penalty: 3105.234619
	Iteration 45Q: 3 clusters Score -1080924 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1080935.000000 Penalty: 3105.234619
	Iteration 46Q: 3 clusters Score -1080935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1080937.000000 Penalty: 3105.234619
	Iteration 47Q: 3 clusters Score -1080937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1080938.000000 Penalty: 3105.234619
	Iteration 48Q: 3 clusters Score -1080938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1080942.500000 Penalty: 3105.234619
	Iteration 49Q: 3 clusters Score -1080942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1080946.875000 Penalty: 3105.234619
	Iteration 50Q: 3 clusters Score -1080947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1080944.000000 Penalty: 3105.234619
	Iteration 51Q: 3 clusters Score -1080944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1080948.250000 Penalty: 3105.234619
	Iteration 52Q: 3 clusters Score -1080948 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1080948.625000 Penalty: 3105.234619
	Iteration 53Q: 3 clusters Score -1080949 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -1080951.625000 Penalty: 3105.234619
	Iteration 54Q: 3 clusters Score -1080952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1080954.875000 Penalty: 3105.234619
	Iteration 55Q: 3 clusters Score -1080955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1080956.875000 Penalty: 3105.234619
	Iteration 56Q: 3 clusters Score -1080957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1080963.625000 Penalty: 3105.234619
	Iteration 57Q: 3 clusters Score -1080964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1080966.875000 Penalty: 3105.234619
	Iteration 58Q: 3 clusters Score -1080967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1080970.625000 Penalty: 3105.234619
	Iteration 59Q: 3 clusters Score -1080971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1080971.500000 Penalty: 3105.234619
	Iteration 60F: 3 clusters Score -1080972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1080976.000000 Penalty: 3105.234619
	Iteration 61Q: 3 clusters Score -1080976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1080975.750000 Penalty: 3105.234619
	Iteration 62Q: 3 clusters Score -1080976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1080978.375000 Penalty: 3105.234619
	Iteration 63Q: 3 clusters Score -1080978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1080980.500000 Penalty: 3105.234619
	Iteration 64Q: 3 clusters Score -1080980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1080980.625000 Penalty: 3105.234619
	Iteration 65Q: 3 clusters Score -1080981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1080985.125000 Penalty: 3105.234619
	Iteration 66Q: 3 clusters Score -1080985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1080988.125000 Penalty: 3105.234619
	Iteration 67Q: 3 clusters Score -1080988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1080986.875000 Penalty: 3105.234619
	Iteration 68Q: 3 clusters Score -1080987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1080987.250000 Penalty: 3105.234619
	Iteration 69Q: 3 clusters Score -1080987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1080987.000000 Penalty: 3105.234619
	Iteration 70Q: 3 clusters Score -1080987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -1080986.375000 Penalty: 3105.234619
	Iteration 71Q: 3 clusters Score -1080986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1080987.000000 Penalty: 3105.234619
	Iteration 72Q: 3 clusters Score -1080987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1080987.375000 Penalty: 3105.234619
	Iteration 73Q: 3 clusters Score -1080987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1080987.375000 Penalty: 3105.234619
	Iteration 74F: 3 clusters Score -1080987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 92958 members 
Mstep: Class 9 contains 31682 members 
Mstep: Class 10 contains 148923 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Entering Unmasked Estep 
Score: -40812428.000000 Penalty: 40426.515625
Splitting cluster 7 changes total score from -40804936.000000 to -40812428.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 8 (92958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92958 members 
Entering Unmasked Estep 
Score: -8132346.000000 Penalty: 1858.984253
	Iteration 0F: 2 clusters Score -8132346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -8070350.500000 Penalty: 3717.968506
	Iteration 0F: 3 clusters Score -8070350 nChanged 44339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49394 members 
Mstep: Class 2 contains 43564 members 
Entering Unmasked Estep 
Score: -8096881.000000 Penalty: 3717.968506
	Iteration 1F: 3 clusters Score -8096881 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 41279 members 
Entering Unmasked Estep 
Score: -8099075.000000 Penalty: 3717.968506
	Iteration 2Q: 3 clusters Score -8099075 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8102686.000000 Penalty: 3717.968506
	Iteration 3F: 3 clusters Score -8102686 nChanged 6936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58689 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -8107620.000000 Penalty: 3717.968506
	Iteration 4F: 3 clusters Score -8107620 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -8113056.500000 Penalty: 3717.968506
	Iteration 5F: 3 clusters Score -8113056 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65874 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -8117719.500000 Penalty: 3717.968506
	Iteration 6F: 3 clusters Score -8117720 nChanged 5120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68240 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -8121659.000000 Penalty: 3717.968506
	Iteration 7F: 3 clusters Score -8121659 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69650 members 
Mstep: Class 2 contains 23308 members 
Entering Unmasked Estep 
Score: -8125709.500000 Penalty: 3717.968506
	Iteration 8Q: 3 clusters Score -8125710 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70279 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -8129800.000000 Penalty: 3717.968506
	Iteration 9Q: 3 clusters Score -8129800 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70398 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -8132347.000000 Penalty: 3717.968506
	Iteration 10Q: 3 clusters Score -8132347 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70345 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8133295.500000 Penalty: 3717.968506
	Iteration 11Q: 3 clusters Score -8133296 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70269 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -8133726.500000 Penalty: 3717.968506
	Iteration 12Q: 3 clusters Score -8133726 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70169 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -8133872.500000 Penalty: 3717.968506
	Iteration 13Q: 3 clusters Score -8133872 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70072 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8133949.500000 Penalty: 3717.968506
	Iteration 14Q: 3 clusters Score -8133950 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69933 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -8133955.000000 Penalty: 3717.968506
	Iteration 15Q: 3 clusters Score -8133955 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8133972.000000 Penalty: 3717.968506
	Iteration 16Q: 3 clusters Score -8133972 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69634 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8134037.000000 Penalty: 3717.968506
	Iteration 17Q: 3 clusters Score -8134037 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69464 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -8134072.000000 Penalty: 3717.968506
	Iteration 18Q: 3 clusters Score -8134072 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -8134084.500000 Penalty: 3717.968506
	Iteration 19Q: 3 clusters Score -8134084 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 23954 members 
Entering Unmasked Estep 
Score: -8134126.000000 Penalty: 3717.968506
	Iteration 20F: 3 clusters Score -8134126 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68765 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -8134183.500000 Penalty: 3717.968506
	Iteration 21Q: 3 clusters Score -8134184 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -8134256.500000 Penalty: 3717.968506
	Iteration 22Q: 3 clusters Score -8134256 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68216 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -8134307.000000 Penalty: 3717.968506
	Iteration 23Q: 3 clusters Score -8134307 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67939 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8134316.500000 Penalty: 3717.968506
	Iteration 24Q: 3 clusters Score -8134316 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67677 members 
Mstep: Class 2 contains 25281 members 
Entering Unmasked Estep 
Score: -8134344.500000 Penalty: 3717.968506
	Iteration 25Q: 3 clusters Score -8134344 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67418 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -8134336.500000 Penalty: 3717.968506
	Iteration 26Q: 3 clusters Score -8134336 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67123 members 
Mstep: Class 2 contains 25835 members 
Entering Unmasked Estep 
Score: -8134365.500000 Penalty: 3717.968506
	Iteration 27Q: 3 clusters Score -8134366 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66827 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -8134393.000000 Penalty: 3717.968506
	Iteration 28Q: 3 clusters Score -8134393 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66519 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -8134453.000000 Penalty: 3717.968506
	Iteration 29Q: 3 clusters Score -8134453 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66196 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 65868 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 65189 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64881 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 64582 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8134620 nChanged 301
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Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63960 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 63638 members 
Mstep: Class 2 contains 29320 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8134670 nChanged 331
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Mstep: Class 1 contains 63307 members 
Mstep: Class 2 contains 29651 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8134716 nChanged 301
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Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 29952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 62393 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8134876 nChanged 321
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Mstep: Class 1 contains 62072 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61755 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 61413 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 61055 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 32247 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60367 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 60012 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59628 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 59244 members 
Mstep: Class 2 contains 33714 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58839 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 58444 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8135385 nChanged 425
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Mstep: Class 1 contains 58019 members 
Mstep: Class 2 contains 34939 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8135406 nChanged 427
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Mstep: Class 1 contains 57592 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 57161 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56689 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8135782 nChanged 466
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Mstep: Class 1 contains 55755 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54329 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 53908 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8136140 nChanged 437
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Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53071 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8136250 nChanged 380
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Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 40609 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 41211 members 
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	Iteration 69Q: 3 clusters Score -8136370 nChanged 290
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Mstep: Class 1 contains 51457 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8136402 nChanged 291
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Mstep: Class 1 contains 51166 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50893 members 
Mstep: Class 2 contains 42065 members 
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	Iteration 72Q: 3 clusters Score -8136496 nChanged 269
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Mstep: Class 1 contains 50624 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8136514 nChanged 260
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Mstep: Class 1 contains 50368 members 
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	Iteration 74Q: 3 clusters Score -8136530 nChanged 242
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Mstep: Class 1 contains 50128 members 
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Mstep: Class 1 contains 49879 members 
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Mstep: Class 1 contains 49643 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 49416 members 
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	Iteration 78Q: 3 clusters Score -8136630 nChanged 198
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Mstep: Class 1 contains 49218 members 
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	Iteration 79Q: 3 clusters Score -8136646 nChanged 189
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Mstep: Class 1 contains 49029 members 
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	Iteration 80F: 3 clusters Score -8136662 nChanged 180
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Mstep: Class 1 contains 48849 members 
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Mstep: Class 1 contains 48693 members 
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	Iteration 82Q: 3 clusters Score -8136688 nChanged 148
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Mstep: Class 1 contains 48545 members 
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	Iteration 83Q: 3 clusters Score -8136698 nChanged 126
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Mstep: Class 1 contains 48419 members 
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	Iteration 84Q: 3 clusters Score -8136708 nChanged 109
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Mstep: Class 1 contains 48310 members 
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	Iteration 85Q: 3 clusters Score -8136678 nChanged 92
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Mstep: Class 1 contains 48218 members 
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	Iteration 86Q: 3 clusters Score -8136692 nChanged 77
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Mstep: Class 1 contains 48141 members 
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	Iteration 87Q: 3 clusters Score -8136705 nChanged 72
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Mstep: Class 1 contains 48069 members 
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	Iteration 88Q: 3 clusters Score -8136712 nChanged 75
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Mstep: Class 1 contains 47994 members 
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Mstep: Class 1 contains 47936 members 
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	Iteration 90Q: 3 clusters Score -8136697 nChanged 47
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Mstep: Class 1 contains 47889 members 
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Mstep: Class 1 contains 47844 members 
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Mstep: Class 1 contains 47812 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8136692 nChanged 28
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Mstep: Class 1 contains 47784 members 
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	Iteration 94Q: 3 clusters Score -8136705 nChanged 28
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Mstep: Class 1 contains 47756 members 
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	Iteration 96Q: 3 clusters Score -8136694 nChanged 46
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Mstep: Class 1 contains 47676 members 
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Mstep: Class 1 contains 47627 members 
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	Iteration 98Q: 3 clusters Score -8136696 nChanged 46
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Mstep: Class 1 contains 47581 members 
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	Iteration 99Q: 3 clusters Score -8136694 nChanged 37
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	Iteration 100F: 3 clusters Score -8136712 nChanged 41
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	Iteration 101Q: 3 clusters Score -8136701 nChanged 34
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	Iteration 102Q: 3 clusters Score -8136702 nChanged 38
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	Iteration 111Q: 3 clusters Score -8136728 nChanged 38
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	Iteration 113Q: 3 clusters Score -8136722 nChanged 36
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	Iteration 115Q: 3 clusters Score -8136732 nChanged 32
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	Iteration 120F: 3 clusters Score -8136730 nChanged 34
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	Iteration 121Q: 3 clusters Score -8136724 nChanged 32
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Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -8136712.500000 Penalty: 3717.968506
	Iteration 123Q: 3 clusters Score -8136712 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 46314 members 
Entering Unmasked Estep 
Score: -8136721.000000 Penalty: 3717.968506
	Iteration 124Q: 3 clusters Score -8136721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46613 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -8136724.500000 Penalty: 3717.968506
	Iteration 125Q: 3 clusters Score -8136724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -8136733.000000 Penalty: 3717.968506
	Iteration 126Q: 3 clusters Score -8136733 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46549 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -8136738.000000 Penalty: 3717.968506
	Iteration 127Q: 3 clusters Score -8136738 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 46433 members 
Entering Unmasked Estep 
Score: -8136745.000000 Penalty: 3717.968506
	Iteration 128Q: 3 clusters Score -8136745 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -8136725.500000 Penalty: 3717.968506
	Iteration 129Q: 3 clusters Score -8136726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -8136723.500000 Penalty: 3717.968506
	Iteration 130Q: 3 clusters Score -8136724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -8136728.500000 Penalty: 3717.968506
	Iteration 131Q: 3 clusters Score -8136728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 46536 members 
Entering Unmasked Estep 
Score: -8136721.000000 Penalty: 3717.968506
	Iteration 132Q: 3 clusters Score -8136721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46394 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -8136719.000000 Penalty: 3717.968506
	Iteration 133Q: 3 clusters Score -8136719 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46367 members 
Mstep: Class 2 contains 46591 members 
Entering Unmasked Estep 
Score: -8136729.500000 Penalty: 3717.968506
	Iteration 134Q: 3 clusters Score -8136730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46333 members 
Mstep: Class 2 contains 46625 members 
Entering Unmasked Estep 
Score: -8136735.500000 Penalty: 3717.968506
	Iteration 135Q: 3 clusters Score -8136736 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 46660 members 
Entering Unmasked Estep 
Score: -8136740.500000 Penalty: 3717.968506
	Iteration 136Q: 3 clusters Score -8136740 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46263 members 
Mstep: Class 2 contains 46695 members 
Entering Unmasked Estep 
Score: -8136743.000000 Penalty: 3717.968506
	Iteration 137Q: 3 clusters Score -8136743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 46732 members 
Entering Unmasked Estep 
Score: -8136739.500000 Penalty: 3717.968506
	Iteration 138Q: 3 clusters Score -8136740 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46181 members 
Mstep: Class 2 contains 46777 members 
Entering Unmasked Estep 
Score: -8136752.000000 Penalty: 3717.968506
	Iteration 139Q: 3 clusters Score -8136752 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46142 members 
Mstep: Class 2 contains 46816 members 
Entering Unmasked Estep 
Score: -8136765.000000 Penalty: 3717.968506
	Iteration 140F: 3 clusters Score -8136765 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46118 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -8136771.000000 Penalty: 3717.968506
	Iteration 141Q: 3 clusters Score -8136771 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -8136777.500000 Penalty: 3717.968506
	Iteration 142Q: 3 clusters Score -8136778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46074 members 
Mstep: Class 2 contains 46884 members 
Entering Unmasked Estep 
Score: -8136788.500000 Penalty: 3717.968506
	Iteration 143Q: 3 clusters Score -8136788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46052 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -8136793.000000 Penalty: 3717.968506
	Iteration 144Q: 3 clusters Score -8136793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -8136789.000000 Penalty: 3717.968506
	Iteration 145Q: 3 clusters Score -8136789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45999 members 
Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -8136778.500000 Penalty: 3717.968506
	Iteration 146Q: 3 clusters Score -8136778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 46988 members 
Entering Unmasked Estep 
Score: -8136775.500000 Penalty: 3717.968506
	Iteration 147Q: 3 clusters Score -8136776 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45937 members 
Mstep: Class 2 contains 47021 members 
Entering Unmasked Estep 
Score: -8136774.500000 Penalty: 3717.968506
	Iteration 148Q: 3 clusters Score -8136774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45905 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -8136790.000000 Penalty: 3717.968506
	Iteration 149Q: 3 clusters Score -8136790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45884 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -8136792.500000 Penalty: 3717.968506
	Iteration 150Q: 3 clusters Score -8136792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45865 members 
Mstep: Class 2 contains 47093 members 
Entering Unmasked Estep 
Score: -8136781.500000 Penalty: 3717.968506
	Iteration 151Q: 3 clusters Score -8136782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45848 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -8136789.000000 Penalty: 3717.968506
	Iteration 152Q: 3 clusters Score -8136789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45834 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -8136797.000000 Penalty: 3717.968506
	Iteration 153Q: 3 clusters Score -8136797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45826 members 
Mstep: Class 2 contains 47132 members 
Entering Unmasked Estep 
Score: -8136793.000000 Penalty: 3717.968506
	Iteration 154Q: 3 clusters Score -8136793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 47144 members 
Entering Unmasked Estep 
Score: -8136791.500000 Penalty: 3717.968506
	Iteration 155Q: 3 clusters Score -8136792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45805 members 
Mstep: Class 2 contains 47153 members 
Entering Unmasked Estep 
Score: -8136791.000000 Penalty: 3717.968506
	Iteration 156Q: 3 clusters Score -8136791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -8136800.000000 Penalty: 3717.968506
	Iteration 157Q: 3 clusters Score -8136800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45780 members 
Mstep: Class 2 contains 47178 members 
Entering Unmasked Estep 
Score: -8136794.500000 Penalty: 3717.968506
	Iteration 158Q: 3 clusters Score -8136794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -8136788.500000 Penalty: 3717.968506
	Iteration 159Q: 3 clusters Score -8136788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45743 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -8136800.000000 Penalty: 3717.968506
	Iteration 160F: 3 clusters Score -8136800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45727 members 
Mstep: Class 2 contains 47231 members 
Entering Unmasked Estep 
Score: -8136793.000000 Penalty: 3717.968506
	Iteration 161Q: 3 clusters Score -8136793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -8136784.500000 Penalty: 3717.968506
	Iteration 162Q: 3 clusters Score -8136784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -8136792.000000 Penalty: 3717.968506
	Iteration 163Q: 3 clusters Score -8136792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45693 members 
Mstep: Class 2 contains 47265 members 
Entering Unmasked Estep 
Score: -8136796.500000 Penalty: 3717.968506
	Iteration 164Q: 3 clusters Score -8136796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 47270 members 
Entering Unmasked Estep 
Score: -8136797.500000 Penalty: 3717.968506
	Iteration 165Q: 3 clusters Score -8136798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45679 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -8136788.500000 Penalty: 3717.968506
	Iteration 166Q: 3 clusters Score -8136788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45672 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -8136787.000000 Penalty: 3717.968506
	Iteration 167Q: 3 clusters Score -8136787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -8136787.500000 Penalty: 3717.968506
	Iteration 168Q: 3 clusters Score -8136788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -8136787.500000 Penalty: 3717.968506
	Iteration 169Q: 3 clusters Score -8136788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 47292 members 
Entering Unmasked Estep 
Score: -8136786.500000 Penalty: 3717.968506
	Iteration 170Q: 3 clusters Score -8136786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 47294 members 
Entering Unmasked Estep 
Score: -8136789.000000 Penalty: 3717.968506
	Iteration 171Q: 3 clusters Score -8136789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45660 members 
Mstep: Class 2 contains 47298 members 
Entering Unmasked Estep 
Score: -8136791.000000 Penalty: 3717.968506
	Iteration 172Q: 3 clusters Score -8136791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45659 members 
Mstep: Class 2 contains 47299 members 
Entering Unmasked Estep 
Score: -8136789.500000 Penalty: 3717.968506
	Iteration 173Q: 3 clusters Score -8136790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 47302 members 
Entering Unmasked Estep 
Score: -8136788.500000 Penalty: 3717.968506
	Iteration 174Q: 3 clusters Score -8136788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45653 members 
Mstep: Class 2 contains 47305 members 
Entering Unmasked Estep 
Score: -8136784.500000 Penalty: 3717.968506
	Iteration 175Q: 3 clusters Score -8136784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45650 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -8136783.000000 Penalty: 3717.968506
	Iteration 176Q: 3 clusters Score -8136783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45645 members 
Mstep: Class 2 contains 47313 members 
Entering Unmasked Estep 
Score: -8136793.500000 Penalty: 3717.968506
	Iteration 177Q: 3 clusters Score -8136794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8136795.000000 Penalty: 3717.968506
	Iteration 178Q: 3 clusters Score -8136795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -8136791.500000 Penalty: 3717.968506
	Iteration 179Q: 3 clusters Score -8136792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -8136796.000000 Penalty: 3717.968506
	Iteration 180F: 3 clusters Score -8136796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45636 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -8136797.500000 Penalty: 3717.968506
	Iteration 181Q: 3 clusters Score -8136798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -8136798.000000 Penalty: 3717.968506
	Iteration 182Q: 3 clusters Score -8136798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -8136798.000000 Penalty: 3717.968506
	Iteration 183F: 3 clusters Score -8136798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 31682 members 
Mstep: Class 10 contains 148923 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Entering Unmasked Estep 
Score: -40816584.000000 Penalty: 42554.226562
Splitting cluster 8 changes total score from -40804936.000000 to -40816584.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 9 (31682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31682 members 
Entering Unmasked Estep 
Score: -2811480.750000 Penalty: 1684.069458
	Iteration 0F: 2 clusters Score -2811481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2790149.500000 Penalty: 3368.138916
	Iteration 0F: 3 clusters Score -2790150 nChanged 14682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -2798792 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2799775 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2801343.250000 Penalty: 3368.138916
	Iteration 3F: 3 clusters Score -2801343 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2803598.250000 Penalty: 3368.138916
	Iteration 4F: 3 clusters Score -2803598 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 18801 members 
Entering Unmasked Estep 
Score: -2806162.500000 Penalty: 3368.138916
	Iteration 5F: 3 clusters Score -2806162 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2808557.000000 Penalty: 3368.138916
	Iteration 6F: 3 clusters Score -2808557 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2810402.500000 Penalty: 3368.138916
	Iteration 7F: 3 clusters Score -2810402 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2811640.000000 Penalty: 3368.138916
	Iteration 8Q: 3 clusters Score -2811640 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -2812368.250000 Penalty: 3368.138916
	Iteration 9Q: 3 clusters Score -2812368 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2812723.500000 Penalty: 3368.138916
	Iteration 10Q: 3 clusters Score -2812724 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2812942.500000 Penalty: 3368.138916
	Iteration 11Q: 3 clusters Score -2812942 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -2813050.500000 Penalty: 3368.138916
	Iteration 12Q: 3 clusters Score -2813050 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2813128.500000 Penalty: 3368.138916
	Iteration 13Q: 3 clusters Score -2813128 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2813179.000000 Penalty: 3368.138916
	Iteration 14Q: 3 clusters Score -2813179 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2813213.500000 Penalty: 3368.138916
	Iteration 15Q: 3 clusters Score -2813214 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2813231.500000 Penalty: 3368.138916
	Iteration 16Q: 3 clusters Score -2813232 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2813263.000000 Penalty: 3368.138916
	Iteration 17Q: 3 clusters Score -2813263 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2813271.250000 Penalty: 3368.138916
	Iteration 18Q: 3 clusters Score -2813271 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2813306.250000 Penalty: 3368.138916
	Iteration 19Q: 3 clusters Score -2813306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2813354.750000 Penalty: 3368.138916
	Iteration 20F: 3 clusters Score -2813355 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2813395.000000 Penalty: 3368.138916
	Iteration 21Q: 3 clusters Score -2813395 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2813463.250000 Penalty: 3368.138916
	Iteration 22Q: 3 clusters Score -2813463 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2813595.500000 Penalty: 3368.138916
	Iteration 23Q: 3 clusters Score -2813596 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2813739.500000 Penalty: 3368.138916
	Iteration 24Q: 3 clusters Score -2813740 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2813938.250000 Penalty: 3368.138916
	Iteration 25Q: 3 clusters Score -2813938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -2814149.250000 Penalty: 3368.138916
	Iteration 26Q: 3 clusters Score -2814149 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -2814306.500000 Penalty: 3368.138916
	Iteration 27Q: 3 clusters Score -2814306 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -2814391.000000 Penalty: 3368.138916
	Iteration 28Q: 3 clusters Score -2814391 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2814431.750000 Penalty: 3368.138916
	Iteration 29Q: 3 clusters Score -2814432 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2814463.750000 Penalty: 3368.138916
	Iteration 30Q: 3 clusters Score -2814464 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -2814485.500000 Penalty: 3368.138916
	Iteration 31Q: 3 clusters Score -2814486 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2814491.750000 Penalty: 3368.138916
	Iteration 32Q: 3 clusters Score -2814492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -2814513.250000 Penalty: 3368.138916
	Iteration 33Q: 3 clusters Score -2814513 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2814520.250000 Penalty: 3368.138916
	Iteration 34Q: 3 clusters Score -2814520 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -2814537.000000 Penalty: 3368.138916
	Iteration 35Q: 3 clusters Score -2814537 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2814537.250000 Penalty: 3368.138916
	Iteration 36Q: 3 clusters Score -2814537 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2814546.500000 Penalty: 3368.138916
	Iteration 37Q: 3 clusters Score -2814546 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2814555.500000 Penalty: 3368.138916
	Iteration 38Q: 3 clusters Score -2814556 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -2814562.750000 Penalty: 3368.138916
	Iteration 39Q: 3 clusters Score -2814563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2814570.250000 Penalty: 3368.138916
	Iteration 40F: 3 clusters Score -2814570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -2814570.500000 Penalty: 3368.138916
	Iteration 41Q: 3 clusters Score -2814570 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2814579.000000 Penalty: 3368.138916
	Iteration 42Q: 3 clusters Score -2814579 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -2814591.000000 Penalty: 3368.138916
	Iteration 43Q: 3 clusters Score -2814591 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2814595.500000 Penalty: 3368.138916
	Iteration 44Q: 3 clusters Score -2814596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2814599.750000 Penalty: 3368.138916
	Iteration 45Q: 3 clusters Score -2814600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -2814600.250000 Penalty: 3368.138916
	Iteration 46Q: 3 clusters Score -2814600 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2814599.500000 Penalty: 3368.138916
	Iteration 47Q: 3 clusters Score -2814600 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -2814611.250000 Penalty: 3368.138916
	Iteration 48Q: 3 clusters Score -2814611 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -2814613.250000 Penalty: 3368.138916
	Iteration 49Q: 3 clusters Score -2814613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -2814609.250000 Penalty: 3368.138916
	Iteration 50Q: 3 clusters Score -2814609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2814609.250000 Penalty: 3368.138916
	Iteration 51Q: 3 clusters Score -2814609 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2814611.500000 Penalty: 3368.138916
	Iteration 52Q: 3 clusters Score -2814612 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2814614.750000 Penalty: 3368.138916
	Iteration 53Q: 3 clusters Score -2814615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -2814617.000000 Penalty: 3368.138916
	Iteration 54Q: 3 clusters Score -2814617 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2814616.000000 Penalty: 3368.138916
	Iteration 55Q: 3 clusters Score -2814616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2814617.750000 Penalty: 3368.138916
	Iteration 56Q: 3 clusters Score -2814618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2814624.500000 Penalty: 3368.138916
	Iteration 57Q: 3 clusters Score -2814624 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2814627.000000 Penalty: 3368.138916
	Iteration 58Q: 3 clusters Score -2814627 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2814621.000000 Penalty: 3368.138916
	Iteration 59Q: 3 clusters Score -2814621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -2814624.500000 Penalty: 3368.138916
	Iteration 60F: 3 clusters Score -2814624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2814626.250000 Penalty: 3368.138916
	Iteration 61Q: 3 clusters Score -2814626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -2814630.500000 Penalty: 3368.138916
	Iteration 62Q: 3 clusters Score -2814630 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 12476 members 
Entering Unmasked Estep 
Score: -2814629.500000 Penalty: 3368.138916
	Iteration 63Q: 3 clusters Score -2814630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -2814631.250000 Penalty: 3368.138916
	Iteration 64Q: 3 clusters Score -2814631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -2814630.250000 Penalty: 3368.138916
	Iteration 65Q: 3 clusters Score -2814630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -2814634.250000 Penalty: 3368.138916
	Iteration 66Q: 3 clusters Score -2814634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2814633.000000 Penalty: 3368.138916
	Iteration 67Q: 3 clusters Score -2814633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2814633.000000 Penalty: 3368.138916
	Iteration 68Q: 3 clusters Score -2814633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2814633.250000 Penalty: 3368.138916
	Iteration 69Q: 3 clusters Score -2814633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2814634.000000 Penalty: 3368.138916
	Iteration 70Q: 3 clusters Score -2814634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2814634.000000 Penalty: 3368.138916
	Iteration 71F: 3 clusters Score -2814634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 148923 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Entering Unmasked Estep 
Score: -40819488.000000 Penalty: 44681.937500
Splitting cluster 9 changes total score from -40804936.000000 to -40819488.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (148923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148923 members 
Entering Unmasked Estep 
Score: -12906227.000000 Penalty: 1935.567505
	Iteration 0F: 2 clusters Score -1.290623e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74365 members 
Mstep: Class 2 contains 74558 members 
Entering Unmasked Estep 
Score: -12806779.000000 Penalty: 3871.135010
	Iteration 0F: 3 clusters Score -1.280678e+07 nChanged 71541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72450 members 
Mstep: Class 2 contains 76473 members 
Entering Unmasked Estep 
Score: -12848936.000000 Penalty: 3871.135010
	Iteration 1F: 3 clusters Score -1.284894e+07 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71411 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -12850427.000000 Penalty: 3871.135010
	Iteration 2Q: 3 clusters Score -1.285043e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70060 members 
Mstep: Class 2 contains 78863 members 
Entering Unmasked Estep 
Score: -12852700.000000 Penalty: 3871.135010
	Iteration 3Q: 3 clusters Score -1.28527e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68246 members 
Mstep: Class 2 contains 80677 members 
Entering Unmasked Estep 
Score: -12856135.000000 Penalty: 3871.135010
	Iteration 4Q: 3 clusters Score -1.285614e+07 nChanged 8255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 83400 members 
Entering Unmasked Estep 
Score: -12861145.000000 Penalty: 3871.135010
	Iteration 5F: 3 clusters Score -1.286114e+07 nChanged 9674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61829 members 
Mstep: Class 2 contains 87094 members 
Entering Unmasked Estep 
Score: -12867994.000000 Penalty: 3871.135010
	Iteration 6F: 3 clusters Score -1.286799e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 91537 members 
Entering Unmasked Estep 
Score: -12875515.000000 Penalty: 3871.135010
	Iteration 7F: 3 clusters Score -1.287552e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52521 members 
Mstep: Class 2 contains 96402 members 
Entering Unmasked Estep 
Score: -12882387.000000 Penalty: 3871.135010
	Iteration 8F: 3 clusters Score -1.288239e+07 nChanged 8531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47682 members 
Mstep: Class 2 contains 101241 members 
Entering Unmasked Estep 
Score: -12888468.000000 Penalty: 3871.135010
	Iteration 9F: 3 clusters Score -1.288847e+07 nChanged 7282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 105603 members 
Entering Unmasked Estep 
Score: -12893972.000000 Penalty: 3871.135010
	Iteration 10Q: 3 clusters Score -1.289397e+07 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -12898927.000000 Penalty: 3871.135010
	Iteration 11Q: 3 clusters Score -1.289893e+07 nChanged 5401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -12903991.000000 Penalty: 3871.135010
	Iteration 12Q: 3 clusters Score -1.290399e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 112931 members 
Entering Unmasked Estep 
Score: -12908271.000000 Penalty: 3871.135010
	Iteration 13Q: 3 clusters Score -1.290827e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 113650 members 
Entering Unmasked Estep 
Score: -12910839.000000 Penalty: 3871.135010
	Iteration 14Q: 3 clusters Score -1.291084e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35015 members 
Mstep: Class 2 contains 113908 members 
Entering Unmasked Estep 
Score: -12911976.000000 Penalty: 3871.135010
	Iteration 15Q: 3 clusters Score -1.291198e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 113909 members 
Entering Unmasked Estep 
Score: -12912469.000000 Penalty: 3871.135010
	Iteration 16Q: 3 clusters Score -1.291247e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -12912670.000000 Penalty: 3871.135010
	Iteration 17Q: 3 clusters Score -1.291267e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 113671 members 
Entering Unmasked Estep 
Score: -12912755.000000 Penalty: 3871.135010
	Iteration 18Q: 3 clusters Score -1.291276e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 113523 members 
Entering Unmasked Estep 
Score: -12912835.000000 Penalty: 3871.135010
	Iteration 19Q: 3 clusters Score -1.291284e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 113383 members 
Entering Unmasked Estep 
Score: -12912845.000000 Penalty: 3871.135010
	Iteration 20F: 3 clusters Score -1.291284e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 113259 members 
Entering Unmasked Estep 
Score: -12912842.000000 Penalty: 3871.135010
	Iteration 21Q: 3 clusters Score -1.291284e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 113125 members 
Entering Unmasked Estep 
Score: -12912814.000000 Penalty: 3871.135010
	Iteration 22Q: 3 clusters Score -1.291281e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 112986 members 
Entering Unmasked Estep 
Score: -12912811.000000 Penalty: 3871.135010
	Iteration 23Q: 3 clusters Score -1.291281e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 112860 members 
Entering Unmasked Estep 
Score: -12912785.000000 Penalty: 3871.135010
	Iteration 24Q: 3 clusters Score -1.291278e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36190 members 
Mstep: Class 2 contains 112733 members 
Entering Unmasked Estep 
Score: -12912771.000000 Penalty: 3871.135010
	Iteration 25Q: 3 clusters Score -1.291277e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 112619 members 
Entering Unmasked Estep 
Score: -12912803.000000 Penalty: 3871.135010
	Iteration 26Q: 3 clusters Score -1.29128e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 112529 members 
Entering Unmasked Estep 
Score: -12912810.000000 Penalty: 3871.135010
	Iteration 27Q: 3 clusters Score -1.291281e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36467 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -12912825.000000 Penalty: 3871.135010
	Iteration 28Q: 3 clusters Score -1.291282e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 112390 members 
Entering Unmasked Estep 
Score: -12912831.000000 Penalty: 3871.135010
	Iteration 29Q: 3 clusters Score -1.291283e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 112330 members 
Entering Unmasked Estep 
Score: -12912827.000000 Penalty: 3871.135010
	Iteration 30Q: 3 clusters Score -1.291283e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 112273 members 
Entering Unmasked Estep 
Score: -12912843.000000 Penalty: 3871.135010
	Iteration 31Q: 3 clusters Score -1.291284e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 112221 members 
Entering Unmasked Estep 
Score: -12912837.000000 Penalty: 3871.135010
	Iteration 32Q: 3 clusters Score -1.291284e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 112180 members 
Entering Unmasked Estep 
Score: -12912837.000000 Penalty: 3871.135010
	Iteration 33Q: 3 clusters Score -1.291284e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -12912829.000000 Penalty: 3871.135010
	Iteration 34Q: 3 clusters Score -1.291283e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36810 members 
Mstep: Class 2 contains 112113 members 
Entering Unmasked Estep 
Score: -12912817.000000 Penalty: 3871.135010
	Iteration 35Q: 3 clusters Score -1.291282e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 112086 members 
Entering Unmasked Estep 
Score: -12912817.000000 Penalty: 3871.135010
	Iteration 36Q: 3 clusters Score -1.291282e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36862 members 
Mstep: Class 2 contains 112061 members 
Entering Unmasked Estep 
Score: -12912822.000000 Penalty: 3871.135010
	Iteration 37Q: 3 clusters Score -1.291282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 112045 members 
Entering Unmasked Estep 
Score: -12912819.000000 Penalty: 3871.135010
	Iteration 38Q: 3 clusters Score -1.291282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36897 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -12912804.000000 Penalty: 3871.135010
	Iteration 39Q: 3 clusters Score -1.29128e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36914 members 
Mstep: Class 2 contains 112009 members 
Entering Unmasked Estep 
Score: -12912815.000000 Penalty: 3871.135010
	Iteration 40F: 3 clusters Score -1.291282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36925 members 
Mstep: Class 2 contains 111998 members 
Entering Unmasked Estep 
Score: -12912792.000000 Penalty: 3871.135010
	Iteration 41Q: 3 clusters Score -1.291279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36942 members 
Mstep: Class 2 contains 111981 members 
Entering Unmasked Estep 
Score: -12912811.000000 Penalty: 3871.135010
	Iteration 42Q: 3 clusters Score -1.291281e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 111971 members 
Entering Unmasked Estep 
Score: -12912818.000000 Penalty: 3871.135010
	Iteration 43Q: 3 clusters Score -1.291282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 111959 members 
Entering Unmasked Estep 
Score: -12912809.000000 Penalty: 3871.135010
	Iteration 44Q: 3 clusters Score -1.291281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 111945 members 
Entering Unmasked Estep 
Score: -12912809.000000 Penalty: 3871.135010
	Iteration 45Q: 3 clusters Score -1.291281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 111931 members 
Entering Unmasked Estep 
Score: -12912821.000000 Penalty: 3871.135010
	Iteration 46Q: 3 clusters Score -1.291282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 111920 members 
Entering Unmasked Estep 
Score: -12912827.000000 Penalty: 3871.135010
	Iteration 47Q: 3 clusters Score -1.291283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37017 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -12912826.000000 Penalty: 3871.135010
	Iteration 48Q: 3 clusters Score -1.291283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 111890 members 
Entering Unmasked Estep 
Score: -12912812.000000 Penalty: 3871.135010
	Iteration 49Q: 3 clusters Score -1.291281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 111875 members 
Entering Unmasked Estep 
Score: -12912817.000000 Penalty: 3871.135010
	Iteration 50Q: 3 clusters Score -1.291282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37059 members 
Mstep: Class 2 contains 111864 members 
Entering Unmasked Estep 
Score: -12912799.000000 Penalty: 3871.135010
	Iteration 51Q: 3 clusters Score -1.29128e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 111856 members 
Entering Unmasked Estep 
Score: -12912797.000000 Penalty: 3871.135010
	Iteration 52Q: 3 clusters Score -1.29128e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 111852 members 
Entering Unmasked Estep 
Score: -12912812.000000 Penalty: 3871.135010
	Iteration 53Q: 3 clusters Score -1.291281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37076 members 
Mstep: Class 2 contains 111847 members 
Entering Unmasked Estep 
Score: -12912814.000000 Penalty: 3871.135010
	Iteration 54Q: 3 clusters Score -1.291281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 111845 members 
Entering Unmasked Estep 
Score: -12912822.000000 Penalty: 3871.135010
	Iteration 55Q: 3 clusters Score -1.291282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 111844 members 
Entering Unmasked Estep 
Score: -12912818.000000 Penalty: 3871.135010
	Iteration 56Q: 3 clusters Score -1.291282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -12912813.000000 Penalty: 3871.135010
	Iteration 57Q: 3 clusters Score -1.291281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 111837 members 
Entering Unmasked Estep 
Score: -12912811.000000 Penalty: 3871.135010
	Iteration 58Q: 3 clusters Score -1.291281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -12912813.000000 Penalty: 3871.135010
	Iteration 59Q: 3 clusters Score -1.291281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 111833 members 
Entering Unmasked Estep 
Score: -12912812.000000 Penalty: 3871.135010
	Iteration 60F: 3 clusters Score -1.291281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 111831 members 
Entering Unmasked Estep 
Score: -12912822.000000 Penalty: 3871.135010
	Iteration 61Q: 3 clusters Score -1.291282e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 111830 members 
Entering Unmasked Estep 
Score: -12912812.000000 Penalty: 3871.135010
	Iteration 62Q: 3 clusters Score -1.291281e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 111828 members 
Entering Unmasked Estep 
Score: -12912806.000000 Penalty: 3871.135010
	Iteration 63Q: 3 clusters Score -1.291281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -12912814.000000 Penalty: 3871.135010
	Iteration 64Q: 3 clusters Score -1.291281e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -12912815.000000 Penalty: 3871.135010
	Iteration 65Q: 3 clusters Score -1.291282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 111826 members 
Entering Unmasked Estep 
Score: -12912815.000000 Penalty: 3871.135010
	Iteration 66F: 3 clusters Score -1.291282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 33979 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Entering Unmasked Estep 
Score: -40825280.000000 Penalty: 46809.648438
Splitting cluster 10 changes total score from -40804936.000000 to -40825280.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (33979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33979 members 
Entering Unmasked Estep 
Score: -2947449.500000 Penalty: 1695.443481
	Iteration 0F: 2 clusters Score -2947450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2924770.750000 Penalty: 3390.886963
	Iteration 0F: 3 clusters Score -2924771 nChanged 15648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2934205.500000 Penalty: 3390.886963
	Iteration 1F: 3 clusters Score -2934206 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2935478.500000 Penalty: 3390.886963
	Iteration 2F: 3 clusters Score -2935478 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2936914.750000 Penalty: 3390.886963
	Iteration 3F: 3 clusters Score -2936915 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2938430.500000 Penalty: 3390.886963
	Iteration 4F: 3 clusters Score -2938430 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2939824.000000 Penalty: 3390.886963
	Iteration 5F: 3 clusters Score -2939824 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2940804.000000 Penalty: 3390.886963
	Iteration 6F: 3 clusters Score -2940804 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2941432.000000 Penalty: 3390.886963
	Iteration 7Q: 3 clusters Score -2941432 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -2941820.500000 Penalty: 3390.886963
	Iteration 8Q: 3 clusters Score -2941820 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2942098.750000 Penalty: 3390.886963
	Iteration 9Q: 3 clusters Score -2942099 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -2942293.500000 Penalty: 3390.886963
	Iteration 10Q: 3 clusters Score -2942294 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -2942446.250000 Penalty: 3390.886963
	Iteration 11Q: 3 clusters Score -2942446 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2942551.500000 Penalty: 3390.886963
	Iteration 12Q: 3 clusters Score -2942552 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -2942635.500000 Penalty: 3390.886963
	Iteration 13Q: 3 clusters Score -2942636 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -2942736.500000 Penalty: 3390.886963
	Iteration 14Q: 3 clusters Score -2942736 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -2942816.250000 Penalty: 3390.886963
	Iteration 15Q: 3 clusters Score -2942816 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -2942928.500000 Penalty: 3390.886963
	Iteration 16Q: 3 clusters Score -2942928 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -2943036.000000 Penalty: 3390.886963
	Iteration 17Q: 3 clusters Score -2943036 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -2943240.500000 Penalty: 3390.886963
	Iteration 18Q: 3 clusters Score -2943240 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -2943552.750000 Penalty: 3390.886963
	Iteration 19Q: 3 clusters Score -2943553 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -2943958.250000 Penalty: 3390.886963
	Iteration 20F: 3 clusters Score -2943958 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -2944406.250000 Penalty: 3390.886963
	Iteration 21Q: 3 clusters Score -2944406 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -2944783.250000 Penalty: 3390.886963
	Iteration 22Q: 3 clusters Score -2944783 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 28240 members 
Entering Unmasked Estep 
Score: -2945143.500000 Penalty: 3390.886963
	Iteration 23Q: 3 clusters Score -2945144 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -2945498.250000 Penalty: 3390.886963
	Iteration 24Q: 3 clusters Score -2945498 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -2945868.750000 Penalty: 3390.886963
	Iteration 25Q: 3 clusters Score -2945869 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -2946209.500000 Penalty: 3390.886963
	Iteration 26Q: 3 clusters Score -2946210 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 28909 members 
Entering Unmasked Estep 
Score: -2946477.500000 Penalty: 3390.886963
	Iteration 27Q: 3 clusters Score -2946478 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -2946781.000000 Penalty: 3390.886963
	Iteration 28Q: 3 clusters Score -2946781 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
Score: -2947057.000000 Penalty: 3390.886963
	Iteration 29Q: 3 clusters Score -2947057 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -2947244.000000 Penalty: 3390.886963
	Iteration 30Q: 3 clusters Score -2947244 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 28429 members 
Entering Unmasked Estep 
Score: -2947379.250000 Penalty: 3390.886963
	Iteration 31Q: 3 clusters Score -2947379 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -2947458.000000 Penalty: 3390.886963
	Iteration 32Q: 3 clusters Score -2947458 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -2947530.000000 Penalty: 3390.886963
	Iteration 33Q: 3 clusters Score -2947530 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -2947582.750000 Penalty: 3390.886963
	Iteration 34Q: 3 clusters Score -2947583 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -2947603.250000 Penalty: 3390.886963
	Iteration 35Q: 3 clusters Score -2947603 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -2947617.250000 Penalty: 3390.886963
	Iteration 36Q: 3 clusters Score -2947617 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -2947630.000000 Penalty: 3390.886963
	Iteration 37Q: 3 clusters Score -2947630 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -2947633.750000 Penalty: 3390.886963
	Iteration 38Q: 3 clusters Score -2947634 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -2947635.250000 Penalty: 3390.886963
	Iteration 39Q: 3 clusters Score -2947635 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 27777 members 
Entering Unmasked Estep 
Score: -2947656.750000 Penalty: 3390.886963
	Iteration 40F: 3 clusters Score -2947657 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -2947666.750000 Penalty: 3390.886963
	Iteration 41Q: 3 clusters Score -2947667 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -2947666.000000 Penalty: 3390.886963
	Iteration 42Q: 3 clusters Score -2947666 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -2947673.750000 Penalty: 3390.886963
	Iteration 43Q: 3 clusters Score -2947674 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 27679 members 
Entering Unmasked Estep 
Score: -2947678.000000 Penalty: 3390.886963
	Iteration 44Q: 3 clusters Score -2947678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -2947679.250000 Penalty: 3390.886963
	Iteration 45Q: 3 clusters Score -2947679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 27649 members 
Entering Unmasked Estep 
Score: -2947680.250000 Penalty: 3390.886963
	Iteration 46Q: 3 clusters Score -2947680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -2947682.750000 Penalty: 3390.886963
	Iteration 47Q: 3 clusters Score -2947683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 27625 members 
Entering Unmasked Estep 
Score: -2947679.750000 Penalty: 3390.886963
	Iteration 48Q: 3 clusters Score -2947680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
Score: -2947683.000000 Penalty: 3390.886963
	Iteration 49Q: 3 clusters Score -2947683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -2947689.000000 Penalty: 3390.886963
	Iteration 50Q: 3 clusters Score -2947689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -2947692.750000 Penalty: 3390.886963
	Iteration 51Q: 3 clusters Score -2947693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -2947680.750000 Penalty: 3390.886963
	Iteration 52Q: 3 clusters Score -2947681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -2947682.500000 Penalty: 3390.886963
	Iteration 53Q: 3 clusters Score -2947682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -2947682.750000 Penalty: 3390.886963
	Iteration 54Q: 3 clusters Score -2947683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -2947690.000000 Penalty: 3390.886963
	Iteration 55Q: 3 clusters Score -2947690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -2947692.000000 Penalty: 3390.886963
	Iteration 56Q: 3 clusters Score -2947692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 27522 members 
Entering Unmasked Estep 
Score: -2947694.250000 Penalty: 3390.886963
	Iteration 57Q: 3 clusters Score -2947694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 27520 members 
Entering Unmasked Estep 
Score: -2947691.250000 Penalty: 3390.886963
	Iteration 58Q: 3 clusters Score -2947691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -2947693.750000 Penalty: 3390.886963
	Iteration 59Q: 3 clusters Score -2947694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -2947695.750000 Penalty: 3390.886963
	Iteration 60F: 3 clusters Score -2947696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -2947694.750000 Penalty: 3390.886963
	Iteration 61Q: 3 clusters Score -2947695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -2947699.000000 Penalty: 3390.886963
	Iteration 62Q: 3 clusters Score -2947699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -2947696.750000 Penalty: 3390.886963
	Iteration 63Q: 3 clusters Score -2947697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -2947698.750000 Penalty: 3390.886963
	Iteration 64Q: 3 clusters Score -2947699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
Score: -2947697.000000 Penalty: 3390.886963
	Iteration 65Q: 3 clusters Score -2947697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -2947696.500000 Penalty: 3390.886963
	Iteration 66Q: 3 clusters Score -2947696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -2947700.250000 Penalty: 3390.886963
	Iteration 67Q: 3 clusters Score -2947700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -2947699.000000 Penalty: 3390.886963
	Iteration 68Q: 3 clusters Score -2947699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -2947699.000000 Penalty: 3390.886963
	Iteration 69Q: 3 clusters Score -2947699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 27473 members 
Entering Unmasked Estep 
Score: -2947701.000000 Penalty: 3390.886963
	Iteration 70Q: 3 clusters Score -2947701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -2947699.750000 Penalty: 3390.886963
	Iteration 71Q: 3 clusters Score -2947700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -2947701.250000 Penalty: 3390.886963
	Iteration 72Q: 3 clusters Score -2947701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -2947701.250000 Penalty: 3390.886963
	Iteration 73Q: 3 clusters Score -2947701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -2947700.500000 Penalty: 3390.886963
	Iteration 74Q: 3 clusters Score -2947700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -2947698.750000 Penalty: 3390.886963
	Iteration 75Q: 3 clusters Score -2947699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -2947700.000000 Penalty: 3390.886963
	Iteration 76Q: 3 clusters Score -2947700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -2947696.000000 Penalty: 3390.886963
	Iteration 77Q: 3 clusters Score -2947696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -2947695.250000 Penalty: 3390.886963
	Iteration 78Q: 3 clusters Score -2947695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -2947694.250000 Penalty: 3390.886963
	Iteration 79Q: 3 clusters Score -2947694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -2947695.000000 Penalty: 3390.886963
	Iteration 80F: 3 clusters Score -2947695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -2947698.750000 Penalty: 3390.886963
	Iteration 81Q: 3 clusters Score -2947699 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -2947703.750000 Penalty: 3390.886963
	Iteration 82Q: 3 clusters Score -2947704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -2947702.000000 Penalty: 3390.886963
	Iteration 83Q: 3 clusters Score -2947702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -2947700.750000 Penalty: 3390.886963
	Iteration 84Q: 3 clusters Score -2947701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -2947699.250000 Penalty: 3390.886963
	Iteration 85Q: 3 clusters Score -2947699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -2947698.750000 Penalty: 3390.886963
	Iteration 86Q: 3 clusters Score -2947699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -2947695.000000 Penalty: 3390.886963
	Iteration 87Q: 3 clusters Score -2947695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -2947694.500000 Penalty: 3390.886963
	Iteration 88Q: 3 clusters Score -2947694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -2947695.250000 Penalty: 3390.886963
	Iteration 89Q: 3 clusters Score -2947695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -2947699.000000 Penalty: 3390.886963
	Iteration 90Q: 3 clusters Score -2947699 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -2947697.500000 Penalty: 3390.886963
	Iteration 91Q: 3 clusters Score -2947698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -2947698.000000 Penalty: 3390.886963
	Iteration 92Q: 3 clusters Score -2947698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2947698.500000 Penalty: 3390.886963
	Iteration 93Q: 3 clusters Score -2947698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -2947698.500000 Penalty: 3390.886963
	Iteration 94F: 3 clusters Score -2947698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 18132 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Entering Unmasked Estep 
Score: -40824892.000000 Penalty: 48937.359375
Splitting cluster 11 changes total score from -40804936.000000 to -40824892.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (18132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Entering Unmasked Estep 
Score: -1549375.375000 Penalty: 1593.382935
	Iteration 0F: 2 clusters Score -1549375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1536948.750000 Penalty: 3186.765869
	Iteration 0F: 3 clusters Score -1536949 nChanged 8256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1542496.500000 Penalty: 3186.765869
	Iteration 1F: 3 clusters Score -1542496 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1544062.750000 Penalty: 3186.765869
	Iteration 2F: 3 clusters Score -1544063 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -1545662.250000 Penalty: 3186.765869
	Iteration 3F: 3 clusters Score -1545662 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1547127.750000 Penalty: 3186.765869
	Iteration 4F: 3 clusters Score -1547128 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1548071.125000 Penalty: 3186.765869
	Iteration 5F: 3 clusters Score -1548071 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1548594.875000 Penalty: 3186.765869
	Iteration 6Q: 3 clusters Score -1548595 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1549007.000000 Penalty: 3186.765869
	Iteration 7Q: 3 clusters Score -1549007 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1549320.375000 Penalty: 3186.765869
	Iteration 8Q: 3 clusters Score -1549320 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -1549683.125000 Penalty: 3186.765869
	Iteration 9Q: 3 clusters Score -1549683 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1550047.875000 Penalty: 3186.765869
	Iteration 10Q: 3 clusters Score -1550048 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1550285.125000 Penalty: 3186.765869
	Iteration 11Q: 3 clusters Score -1550285 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1550390.000000 Penalty: 3186.765869
	Iteration 12Q: 3 clusters Score -1550390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1550479.000000 Penalty: 3186.765869
	Iteration 13Q: 3 clusters Score -1550479 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -1550532.500000 Penalty: 3186.765869
	Iteration 14Q: 3 clusters Score -1550532 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -1550564.375000 Penalty: 3186.765869
	Iteration 15Q: 3 clusters Score -1550564 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1550588.375000 Penalty: 3186.765869
	Iteration 16Q: 3 clusters Score -1550588 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -1550602.750000 Penalty: 3186.765869
	Iteration 17Q: 3 clusters Score -1550603 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1550613.500000 Penalty: 3186.765869
	Iteration 18Q: 3 clusters Score -1550614 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1550629.375000 Penalty: 3186.765869
	Iteration 19Q: 3 clusters Score -1550629 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -1550634.125000 Penalty: 3186.765869
	Iteration 20F: 3 clusters Score -1550634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1550642.500000 Penalty: 3186.765869
	Iteration 21Q: 3 clusters Score -1550642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -1550643.875000 Penalty: 3186.765869
	Iteration 22Q: 3 clusters Score -1550644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -1550642.625000 Penalty: 3186.765869
	Iteration 23Q: 3 clusters Score -1550643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -1550645.000000 Penalty: 3186.765869
	Iteration 24Q: 3 clusters Score -1550645 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1550649.750000 Penalty: 3186.765869
	Iteration 25Q: 3 clusters Score -1550650 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1550660.250000 Penalty: 3186.765869
	Iteration 26Q: 3 clusters Score -1550660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -1550667.125000 Penalty: 3186.765869
	Iteration 27Q: 3 clusters Score -1550667 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1550673.750000 Penalty: 3186.765869
	Iteration 28Q: 3 clusters Score -1550674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1550681.750000 Penalty: 3186.765869
	Iteration 29Q: 3 clusters Score -1550682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1550681.875000 Penalty: 3186.765869
	Iteration 30Q: 3 clusters Score -1550682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -1550683.250000 Penalty: 3186.765869
	Iteration 31Q: 3 clusters Score -1550683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -1550683.000000 Penalty: 3186.765869
	Iteration 32Q: 3 clusters Score -1550683 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1550685.375000 Penalty: 3186.765869
	Iteration 33Q: 3 clusters Score -1550685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1550688.625000 Penalty: 3186.765869
	Iteration 34Q: 3 clusters Score -1550689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1550687.250000 Penalty: 3186.765869
	Iteration 35Q: 3 clusters Score -1550687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -1550687.250000 Penalty: 3186.765869
	Iteration 36F: 3 clusters Score -1550687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 6420 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Entering Unmasked Estep 
Score: -40825660.000000 Penalty: 51065.070312
Splitting cluster 12 changes total score from -40804936.000000 to -40825660.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (6420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Entering Unmasked Estep 
Score: -529819.562500 Penalty: 1424.665771
	Iteration 0F: 2 clusters Score -529819.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -525028.687500 Penalty: 2849.331543
	Iteration 0F: 3 clusters Score -525028.7 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -527447.687500 Penalty: 2849.331543
	Iteration 1F: 3 clusters Score -527447.7 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -529043.312500 Penalty: 2849.331543
	Iteration 2F: 3 clusters Score -529043.3 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -530343.437500 Penalty: 2849.331543
	Iteration 3F: 3 clusters Score -530343.4 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -531062.187500 Penalty: 2849.331543
	Iteration 4F: 3 clusters Score -531062.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -531345.187500 Penalty: 2849.331543
	Iteration 5F: 3 clusters Score -531345.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -531458.000000 Penalty: 2849.331543
	Iteration 6Q: 3 clusters Score -531458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -531502.250000 Penalty: 2849.331543
	Iteration 7Q: 3 clusters Score -531502.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -531522.000000 Penalty: 2849.331543
	Iteration 8Q: 3 clusters Score -531522 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -531527.875000 Penalty: 2849.331543
	Iteration 9Q: 3 clusters Score -531527.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -531533.062500 Penalty: 2849.331543
	Iteration 10Q: 3 clusters Score -531533.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -531535.625000 Penalty: 2849.331543
	Iteration 11Q: 3 clusters Score -531535.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -531539.312500 Penalty: 2849.331543
	Iteration 12Q: 3 clusters Score -531539.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -531540.687500 Penalty: 2849.331543
	Iteration 13Q: 3 clusters Score -531540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -531542.125000 Penalty: 2849.331543
	Iteration 14Q: 3 clusters Score -531542.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -531543.625000 Penalty: 2849.331543
	Iteration 15Q: 3 clusters Score -531543.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -531544.312500 Penalty: 2849.331543
	Iteration 16Q: 3 clusters Score -531544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -531544.375000 Penalty: 2849.331543
	Iteration 17Q: 3 clusters Score -531544.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -531544.937500 Penalty: 2849.331543
	Iteration 18Q: 3 clusters Score -531544.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -531546.375000 Penalty: 2849.331543
	Iteration 19Q: 3 clusters Score -531546.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -531547.062500 Penalty: 2849.331543
	Iteration 20F: 3 clusters Score -531547.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -531547.625000 Penalty: 2849.331543
	Iteration 21Q: 3 clusters Score -531547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -531548.375000 Penalty: 2849.331543
	Iteration 22Q: 3 clusters Score -531548.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -531550.375000 Penalty: 2849.331543
	Iteration 23Q: 3 clusters Score -531550.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -531550.250000 Penalty: 2849.331543
	Iteration 24Q: 3 clusters Score -531550.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -531549.875000 Penalty: 2849.331543
	Iteration 25Q: 3 clusters Score -531549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -531551.000000 Penalty: 2849.331543
	Iteration 26Q: 3 clusters Score -531551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -531552.000000 Penalty: 2849.331543
	Iteration 27Q: 3 clusters Score -531552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -531556.687500 Penalty: 2849.331543
	Iteration 28Q: 3 clusters Score -531556.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -531563.062500 Penalty: 2849.331543
	Iteration 29Q: 3 clusters Score -531563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -531563.812500 Penalty: 2849.331543
	Iteration 30Q: 3 clusters Score -531563.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -531565.187500 Penalty: 2849.331543
	Iteration 31Q: 3 clusters Score -531565.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -531568.812500 Penalty: 2849.331543
	Iteration 32Q: 3 clusters Score -531568.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -531570.437500 Penalty: 2849.331543
	Iteration 33Q: 3 clusters Score -531570.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -531573.250000 Penalty: 2849.331543
	Iteration 34Q: 3 clusters Score -531573.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -531576.312500 Penalty: 2849.331543
	Iteration 35Q: 3 clusters Score -531576.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -531576.625000 Penalty: 2849.331543
	Iteration 36Q: 3 clusters Score -531576.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -531577.812500 Penalty: 2849.331543
	Iteration 37Q: 3 clusters Score -531577.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -531577.250000 Penalty: 2849.331543
	Iteration 38Q: 3 clusters Score -531577.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -531577.937500 Penalty: 2849.331543
	Iteration 39Q: 3 clusters Score -531577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -531577.250000 Penalty: 2849.331543
	Iteration 40F: 3 clusters Score -531577.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -531577.625000 Penalty: 2849.331543
	Iteration 41Q: 3 clusters Score -531577.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -531578.125000 Penalty: 2849.331543
	Iteration 42Q: 3 clusters Score -531578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -531578.125000 Penalty: 2849.331543
	Iteration 43F: 3 clusters Score -531578.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 9775 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Entering Unmasked Estep 
Score: -40826648.000000 Penalty: 53192.781250
Splitting cluster 13 changes total score from -40804936.000000 to -40826648.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (9775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Entering Unmasked Estep 
Score: -767158.562500 Penalty: 1492.982178
	Iteration 0F: 2 clusters Score -767158.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -760118.000000 Penalty: 2985.964355
	Iteration 0F: 3 clusters Score -760118 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -762994.875000 Penalty: 2985.964355
	Iteration 1F: 3 clusters Score -762994.9 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -764555.750000 Penalty: 2985.964355
	Iteration 2F: 3 clusters Score -764555.8 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -766828.187500 Penalty: 2985.964355
	Iteration 3F: 3 clusters Score -766828.2 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -769073.812500 Penalty: 2985.964355
	Iteration 4F: 3 clusters Score -769073.8 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -770347.812500 Penalty: 2985.964355
	Iteration 5F: 3 clusters Score -770347.8 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -770751.187500 Penalty: 2985.964355
	Iteration 6Q: 3 clusters Score -770751.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -770926.000000 Penalty: 2985.964355
	Iteration 7Q: 3 clusters Score -770926 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -771130.750000 Penalty: 2985.964355
	Iteration 8Q: 3 clusters Score -771130.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -771394.062500 Penalty: 2985.964355
	Iteration 9Q: 3 clusters Score -771394.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -771797.375000 Penalty: 2985.964355
	Iteration 10Q: 3 clusters Score -771797.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -772217.375000 Penalty: 2985.964355
	Iteration 11Q: 3 clusters Score -772217.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -772513.937500 Penalty: 2985.964355
	Iteration 12Q: 3 clusters Score -772513.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -772728.437500 Penalty: 2985.964355
	Iteration 13Q: 3 clusters Score -772728.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -772888.812500 Penalty: 2985.964355
	Iteration 14Q: 3 clusters Score -772888.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -773059.187500 Penalty: 2985.964355
	Iteration 15Q: 3 clusters Score -773059.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -773189.312500 Penalty: 2985.964355
	Iteration 16Q: 3 clusters Score -773189.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -773328.625000 Penalty: 2985.964355
	Iteration 17Q: 3 clusters Score -773328.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -773450.062500 Penalty: 2985.964355
	Iteration 18Q: 3 clusters Score -773450.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -773572.750000 Penalty: 2985.964355
	Iteration 19Q: 3 clusters Score -773572.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -773997.937500 Penalty: 2985.964355
	Iteration 20F: 3 clusters Score -773997.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -774509.437500 Penalty: 2985.964355
	Iteration 21Q: 3 clusters Score -774509.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -774668.625000 Penalty: 2985.964355
	Iteration 22Q: 3 clusters Score -774668.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -774698.375000 Penalty: 2985.964355
	Iteration 23Q: 3 clusters Score -774698.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -774704.625000 Penalty: 2985.964355
	Iteration 24Q: 3 clusters Score -774704.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -774706.500000 Penalty: 2985.964355
	Iteration 25Q: 3 clusters Score -774706.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -774710.000000 Penalty: 2985.964355
	Iteration 26Q: 3 clusters Score -774710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -774713.750000 Penalty: 2985.964355
	Iteration 27Q: 3 clusters Score -774713.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -774718.375000 Penalty: 2985.964355
	Iteration 28Q: 3 clusters Score -774718.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -774725.437500 Penalty: 2985.964355
	Iteration 29Q: 3 clusters Score -774725.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -774734.562500 Penalty: 2985.964355
	Iteration 30Q: 3 clusters Score -774734.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -774741.687500 Penalty: 2985.964355
	Iteration 31Q: 3 clusters Score -774741.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -774744.500000 Penalty: 2985.964355
	Iteration 32Q: 3 clusters Score -774744.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -774745.062500 Penalty: 2985.964355
	Iteration 33Q: 3 clusters Score -774745.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -774752.375000 Penalty: 2985.964355
	Iteration 34Q: 3 clusters Score -774752.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -774758.125000 Penalty: 2985.964355
	Iteration 35Q: 3 clusters Score -774758.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -774759.250000 Penalty: 2985.964355
	Iteration 36Q: 3 clusters Score -774759.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -774761.312500 Penalty: 2985.964355
	Iteration 37Q: 3 clusters Score -774761.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -774762.625000 Penalty: 2985.964355
	Iteration 38Q: 3 clusters Score -774762.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -774761.687500 Penalty: 2985.964355
	Iteration 39Q: 3 clusters Score -774761.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -774763.000000 Penalty: 2985.964355
	Iteration 40F: 3 clusters Score -774763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 5301 members 
Entering Unmasked Estep 
Score: -40833520.000000 Penalty: 55320.492188
Splitting cluster 14 changes total score from -40804936.000000 to -40833520.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -272721.281250 Penalty: 1327.379028
	Iteration 0F: 2 clusters Score -272721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -269803.875000 Penalty: 2654.758057
	Iteration 0F: 3 clusters Score -269803.9 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -270928.375000 Penalty: 2654.758057
	Iteration 1F: 3 clusters Score -270928.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -271548.718750 Penalty: 2654.758057
	Iteration 2F: 3 clusters Score -271548.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -272383.531250 Penalty: 2654.758057
	Iteration 3F: 3 clusters Score -272383.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -273375.593750 Penalty: 2654.758057
	Iteration 4F: 3 clusters Score -273375.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -274367.468750 Penalty: 2654.758057
	Iteration 5F: 3 clusters Score -274367.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -274887.718750 Penalty: 2654.758057
	Iteration 6F: 3 clusters Score -274887.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -275102.468750 Penalty: 2654.758057
	Iteration 7Q: 3 clusters Score -275102.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -275180.750000 Penalty: 2654.758057
	Iteration 8Q: 3 clusters Score -275180.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -275211.187500 Penalty: 2654.758057
	Iteration 9Q: 3 clusters Score -275211.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -275240.843750 Penalty: 2654.758057
	Iteration 10Q: 3 clusters Score -275240.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -275272.062500 Penalty: 2654.758057
	Iteration 11Q: 3 clusters Score -275272.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -275299.562500 Penalty: 2654.758057
	Iteration 12Q: 3 clusters Score -275299.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -275322.562500 Penalty: 2654.758057
	Iteration 13Q: 3 clusters Score -275322.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -275332.812500 Penalty: 2654.758057
	Iteration 14Q: 3 clusters Score -275332.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -275336.781250 Penalty: 2654.758057
	Iteration 15Q: 3 clusters Score -275336.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -275340.718750 Penalty: 2654.758057
	Iteration 16Q: 3 clusters Score -275340.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -275343.250000 Penalty: 2654.758057
	Iteration 17Q: 3 clusters Score -275343.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -275346.000000 Penalty: 2654.758057
	Iteration 18Q: 3 clusters Score -275346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -275349.687500 Penalty: 2654.758057
	Iteration 19Q: 3 clusters Score -275349.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -275353.875000 Penalty: 2654.758057
	Iteration 20F: 3 clusters Score -275353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -275357.281250 Penalty: 2654.758057
	Iteration 21Q: 3 clusters Score -275357.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -275358.156250 Penalty: 2654.758057
	Iteration 22Q: 3 clusters Score -275358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -275358.343750 Penalty: 2654.758057
	Iteration 23Q: 3 clusters Score -275358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -275358.343750 Penalty: 2654.758057
	Iteration 24F: 3 clusters Score -275358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 15725 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 1651 members 
Entering Unmasked Estep 
Score: -40835364.000000 Penalty: 57448.203125
Splitting cluster 15 changes total score from -40804936.000000 to -40835364.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -1337738.375000 Penalty: 1570.238647
	Iteration 0F: 2 clusters Score -1337738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1326899.000000 Penalty: 3140.477295
	Iteration 0F: 3 clusters Score -1326899 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1330858.625000 Penalty: 3140.477295
	Iteration 1F: 3 clusters Score -1330859 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1331315.250000 Penalty: 3140.477295
	Iteration 2F: 3 clusters Score -1331315 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1331830.000000 Penalty: 3140.477295
	Iteration 3F: 3 clusters Score -1331830 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1332452.250000 Penalty: 3140.477295
	Iteration 4F: 3 clusters Score -1332452 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1333104.375000 Penalty: 3140.477295
	Iteration 5F: 3 clusters Score -1333104 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1333690.750000 Penalty: 3140.477295
	Iteration 6F: 3 clusters Score -1333691 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1334184.250000 Penalty: 3140.477295
	Iteration 7Q: 3 clusters Score -1334184 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1334662.750000 Penalty: 3140.477295
	Iteration 8Q: 3 clusters Score -1334663 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1335061.875000 Penalty: 3140.477295
	Iteration 9Q: 3 clusters Score -1335062 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1335420.125000 Penalty: 3140.477295
	Iteration 10Q: 3 clusters Score -1335420 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1335826.750000 Penalty: 3140.477295
	Iteration 11Q: 3 clusters Score -1335827 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1336252.250000 Penalty: 3140.477295
	Iteration 12Q: 3 clusters Score -1336252 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1336700.375000 Penalty: 3140.477295
	Iteration 13Q: 3 clusters Score -1336700 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1337052.500000 Penalty: 3140.477295
	Iteration 14Q: 3 clusters Score -1337052 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1337327.625000 Penalty: 3140.477295
	Iteration 15Q: 3 clusters Score -1337328 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1337576.875000 Penalty: 3140.477295
	Iteration 16Q: 3 clusters Score -1337577 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1337818.375000 Penalty: 3140.477295
	Iteration 17Q: 3 clusters Score -1337818 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1338064.750000 Penalty: 3140.477295
	Iteration 18Q: 3 clusters Score -1338065 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1338259.000000 Penalty: 3140.477295
	Iteration 19Q: 3 clusters Score -1338259 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1338400.875000 Penalty: 3140.477295
	Iteration 20F: 3 clusters Score -1338401 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1338514.750000 Penalty: 3140.477295
	Iteration 21Q: 3 clusters Score -1338515 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1338589.875000 Penalty: 3140.477295
	Iteration 22Q: 3 clusters Score -1338590 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1338652.250000 Penalty: 3140.477295
	Iteration 23Q: 3 clusters Score -1338652 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1338700.500000 Penalty: 3140.477295
	Iteration 24Q: 3 clusters Score -1338700 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1338750.625000 Penalty: 3140.477295
	Iteration 25Q: 3 clusters Score -1338751 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1338788.000000 Penalty: 3140.477295
	Iteration 26Q: 3 clusters Score -1338788 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1338818.375000 Penalty: 3140.477295
	Iteration 27Q: 3 clusters Score -1338818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1338846.000000 Penalty: 3140.477295
	Iteration 28Q: 3 clusters Score -1338846 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1338868.875000 Penalty: 3140.477295
	Iteration 29Q: 3 clusters Score -1338869 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1338880.125000 Penalty: 3140.477295
	Iteration 30Q: 3 clusters Score -1338880 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -1338907.000000 Penalty: 3140.477295
	Iteration 31Q: 3 clusters Score -1338907 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1338935.250000 Penalty: 3140.477295
	Iteration 32Q: 3 clusters Score -1338935 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1338964.375000 Penalty: 3140.477295
	Iteration 33Q: 3 clusters Score -1338964 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -1338987.375000 Penalty: 3140.477295
	Iteration 34Q: 3 clusters Score -1338987 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1339009.500000 Penalty: 3140.477295
	Iteration 35Q: 3 clusters Score -1339010 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1339038.125000 Penalty: 3140.477295
	Iteration 36Q: 3 clusters Score -1339038 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1339057.750000 Penalty: 3140.477295
	Iteration 37Q: 3 clusters Score -1339058 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1339075.875000 Penalty: 3140.477295
	Iteration 38Q: 3 clusters Score -1339076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1339100.250000 Penalty: 3140.477295
	Iteration 39Q: 3 clusters Score -1339100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1339111.375000 Penalty: 3140.477295
	Iteration 40F: 3 clusters Score -1339111 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1339132.875000 Penalty: 3140.477295
	Iteration 41Q: 3 clusters Score -1339133 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1339155.000000 Penalty: 3140.477295
	Iteration 42Q: 3 clusters Score -1339155 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1339178.375000 Penalty: 3140.477295
	Iteration 43Q: 3 clusters Score -1339178 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1339212.250000 Penalty: 3140.477295
	Iteration 44Q: 3 clusters Score -1339212 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1339256.000000 Penalty: 3140.477295
	Iteration 45Q: 3 clusters Score -1339256 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1339310.000000 Penalty: 3140.477295
	Iteration 46Q: 3 clusters Score -1339310 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1339362.750000 Penalty: 3140.477295
	Iteration 47Q: 3 clusters Score -1339363 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1339417.125000 Penalty: 3140.477295
	Iteration 48Q: 3 clusters Score -1339417 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1339484.500000 Penalty: 3140.477295
	Iteration 49Q: 3 clusters Score -1339484 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1339574.500000 Penalty: 3140.477295
	Iteration 50Q: 3 clusters Score -1339574 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1339661.625000 Penalty: 3140.477295
	Iteration 51Q: 3 clusters Score -1339662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1339730.750000 Penalty: 3140.477295
	Iteration 52Q: 3 clusters Score -1339731 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1339793.375000 Penalty: 3140.477295
	Iteration 53Q: 3 clusters Score -1339793 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1339850.750000 Penalty: 3140.477295
	Iteration 54Q: 3 clusters Score -1339851 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1339881.750000 Penalty: 3140.477295
	Iteration 55Q: 3 clusters Score -1339882 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1339900.250000 Penalty: 3140.477295
	Iteration 56Q: 3 clusters Score -1339900 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1339915.875000 Penalty: 3140.477295
	Iteration 57Q: 3 clusters Score -1339916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1339930.375000 Penalty: 3140.477295
	Iteration 58Q: 3 clusters Score -1339930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1339938.625000 Penalty: 3140.477295
	Iteration 59Q: 3 clusters Score -1339939 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1339947.750000 Penalty: 3140.477295
	Iteration 60F: 3 clusters Score -1339948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1339956.250000 Penalty: 3140.477295
	Iteration 61Q: 3 clusters Score -1339956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1339961.500000 Penalty: 3140.477295
	Iteration 62Q: 3 clusters Score -1339962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1339962.500000 Penalty: 3140.477295
	Iteration 63Q: 3 clusters Score -1339962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1339967.750000 Penalty: 3140.477295
	Iteration 64Q: 3 clusters Score -1339968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -1339966.750000 Penalty: 3140.477295
	Iteration 65Q: 3 clusters Score -1339967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1339970.500000 Penalty: 3140.477295
	Iteration 66Q: 3 clusters Score -1339970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1339972.000000 Penalty: 3140.477295
	Iteration 67Q: 3 clusters Score -1339972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1339970.625000 Penalty: 3140.477295
	Iteration 68Q: 3 clusters Score -1339971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1339973.750000 Penalty: 3140.477295
	Iteration 69Q: 3 clusters Score -1339974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -1339972.625000 Penalty: 3140.477295
	Iteration 70Q: 3 clusters Score -1339973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1339975.000000 Penalty: 3140.477295
	Iteration 71Q: 3 clusters Score -1339975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1339974.375000 Penalty: 3140.477295
	Iteration 72Q: 3 clusters Score -1339974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1339974.500000 Penalty: 3140.477295
	Iteration 73Q: 3 clusters Score -1339974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1339973.625000 Penalty: 3140.477295
	Iteration 74Q: 3 clusters Score -1339974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1339973.625000 Penalty: 3140.477295
	Iteration 75F: 3 clusters Score -1339974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 25602 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 11295 members 
Entering Unmasked Estep 
Score: -40837104.000000 Penalty: 59575.914062
Splitting cluster 16 changes total score from -40804936.000000 to -40837104.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 18 (25602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Entering Unmasked Estep 
Score: -2213639.500000 Penalty: 1649.444214
	Iteration 0F: 2 clusters Score -2213640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2196375.250000 Penalty: 3298.888428
	Iteration 0F: 3 clusters Score -2196375 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2203337.500000 Penalty: 3298.888428
	Iteration 1F: 3 clusters Score -2203338 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2204698.000000 Penalty: 3298.888428
	Iteration 2F: 3 clusters Score -2204698 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -2206377.250000 Penalty: 3298.888428
	Iteration 3F: 3 clusters Score -2206377 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2208180.750000 Penalty: 3298.888428
	Iteration 4F: 3 clusters Score -2208181 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -2209732.750000 Penalty: 3298.888428
	Iteration 5F: 3 clusters Score -2209733 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2210875.250000 Penalty: 3298.888428
	Iteration 6F: 3 clusters Score -2210875 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -2211694.000000 Penalty: 3298.888428
	Iteration 7Q: 3 clusters Score -2211694 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -2212243.750000 Penalty: 3298.888428
	Iteration 8Q: 3 clusters Score -2212244 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -2212699.250000 Penalty: 3298.888428
	Iteration 9Q: 3 clusters Score -2212699 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -2213111.000000 Penalty: 3298.888428
	Iteration 10Q: 3 clusters Score -2213111 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2213311.250000 Penalty: 3298.888428
	Iteration 11Q: 3 clusters Score -2213311 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -2213419.250000 Penalty: 3298.888428
	Iteration 12Q: 3 clusters Score -2213419 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -2213489.000000 Penalty: 3298.888428
	Iteration 13Q: 3 clusters Score -2213489 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2213540.250000 Penalty: 3298.888428
	Iteration 14Q: 3 clusters Score -2213540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -2213583.000000 Penalty: 3298.888428
	Iteration 15Q: 3 clusters Score -2213583 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -2213619.500000 Penalty: 3298.888428
	Iteration 16Q: 3 clusters Score -2213620 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -2213646.250000 Penalty: 3298.888428
	Iteration 17Q: 3 clusters Score -2213646 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2213667.750000 Penalty: 3298.888428
	Iteration 18Q: 3 clusters Score -2213668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2213678.500000 Penalty: 3298.888428
	Iteration 19Q: 3 clusters Score -2213678 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2213686.750000 Penalty: 3298.888428
	Iteration 20F: 3 clusters Score -2213687 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -2213693.250000 Penalty: 3298.888428
	Iteration 21Q: 3 clusters Score -2213693 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -2213706.500000 Penalty: 3298.888428
	Iteration 22Q: 3 clusters Score -2213706 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -2213709.500000 Penalty: 3298.888428
	Iteration 23Q: 3 clusters Score -2213710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -2213723.000000 Penalty: 3298.888428
	Iteration 24Q: 3 clusters Score -2213723 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -2213740.750000 Penalty: 3298.888428
	Iteration 25Q: 3 clusters Score -2213741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -2213762.500000 Penalty: 3298.888428
	Iteration 26Q: 3 clusters Score -2213762 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -2213775.250000 Penalty: 3298.888428
	Iteration 27Q: 3 clusters Score -2213775 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -2213789.500000 Penalty: 3298.888428
	Iteration 28Q: 3 clusters Score -2213790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
Score: -2213809.000000 Penalty: 3298.888428
	Iteration 29Q: 3 clusters Score -2213809 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2213824.000000 Penalty: 3298.888428
	Iteration 30Q: 3 clusters Score -2213824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2213837.750000 Penalty: 3298.888428
	Iteration 31Q: 3 clusters Score -2213838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2213844.500000 Penalty: 3298.888428
	Iteration 32Q: 3 clusters Score -2213844 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -2213851.250000 Penalty: 3298.888428
	Iteration 33Q: 3 clusters Score -2213851 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2213854.750000 Penalty: 3298.888428
	Iteration 34Q: 3 clusters Score -2213855 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2213860.750000 Penalty: 3298.888428
	Iteration 35Q: 3 clusters Score -2213861 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2213863.500000 Penalty: 3298.888428
	Iteration 36Q: 3 clusters Score -2213864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -2213860.250000 Penalty: 3298.888428
	Iteration 37Q: 3 clusters Score -2213860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2213859.000000 Penalty: 3298.888428
	Iteration 38Q: 3 clusters Score -2213859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2213851.250000 Penalty: 3298.888428
	Iteration 39Q: 3 clusters Score -2213851 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2213856.000000 Penalty: 3298.888428
	Iteration 40F: 3 clusters Score -2213856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2213855.500000 Penalty: 3298.888428
	Iteration 41Q: 3 clusters Score -2213856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2213856.500000 Penalty: 3298.888428
	Iteration 42Q: 3 clusters Score -2213856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2213856.250000 Penalty: 3298.888428
	Iteration 43Q: 3 clusters Score -2213856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2213863.000000 Penalty: 3298.888428
	Iteration 44Q: 3 clusters Score -2213863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2213862.000000 Penalty: 3298.888428
	Iteration 45Q: 3 clusters Score -2213862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2213866.500000 Penalty: 3298.888428
	Iteration 46Q: 3 clusters Score -2213866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -2213862.250000 Penalty: 3298.888428
	Iteration 47Q: 3 clusters Score -2213862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2213863.250000 Penalty: 3298.888428
	Iteration 48Q: 3 clusters Score -2213863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2213863.500000 Penalty: 3298.888428
	Iteration 49Q: 3 clusters Score -2213864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2213865.750000 Penalty: 3298.888428
	Iteration 50Q: 3 clusters Score -2213866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2213865.750000 Penalty: 3298.888428
	Iteration 51F: 3 clusters Score -2213866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 19858 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 11295 members 
Mstep: Class 29 contains 22849 members 
Entering Unmasked Estep 
Score: -40836668.000000 Penalty: 61703.628906
Splitting cluster 18 changes total score from -40804936.000000 to -40836668.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (19858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19858 members 
Entering Unmasked Estep 
Score: -1699741.000000 Penalty: 1608.158936
	Iteration 0F: 2 clusters Score -1699741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1686233.125000 Penalty: 3216.317871
	Iteration 0F: 3 clusters Score -1686233 nChanged 8969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1691429.750000 Penalty: 3216.317871
	Iteration 1F: 3 clusters Score -1691430 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -1692431.500000 Penalty: 3216.317871
	Iteration 2F: 3 clusters Score -1692432 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1693900.625000 Penalty: 3216.317871
	Iteration 3F: 3 clusters Score -1693901 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1695739.375000 Penalty: 3216.317871
	Iteration 4F: 3 clusters Score -1695739 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1697268.125000 Penalty: 3216.317871
	Iteration 5F: 3 clusters Score -1697268 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1698282.250000 Penalty: 3216.317871
	Iteration 6F: 3 clusters Score -1698282 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1698961.250000 Penalty: 3216.317871
	Iteration 7Q: 3 clusters Score -1698961 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1699505.750000 Penalty: 3216.317871
	Iteration 8Q: 3 clusters Score -1699506 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1700075.875000 Penalty: 3216.317871
	Iteration 9Q: 3 clusters Score -1700076 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1700671.375000 Penalty: 3216.317871
	Iteration 10Q: 3 clusters Score -1700671 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1701176.125000 Penalty: 3216.317871
	Iteration 11Q: 3 clusters Score -1701176 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1701513.875000 Penalty: 3216.317871
	Iteration 12Q: 3 clusters Score -1701514 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1701753.750000 Penalty: 3216.317871
	Iteration 13Q: 3 clusters Score -1701754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1701923.875000 Penalty: 3216.317871
	Iteration 14Q: 3 clusters Score -1701924 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1702084.125000 Penalty: 3216.317871
	Iteration 15Q: 3 clusters Score -1702084 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1702230.375000 Penalty: 3216.317871
	Iteration 16Q: 3 clusters Score -1702230 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1702341.375000 Penalty: 3216.317871
	Iteration 17Q: 3 clusters Score -1702341 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1702437.500000 Penalty: 3216.317871
	Iteration 18Q: 3 clusters Score -1702438 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1702485.750000 Penalty: 3216.317871
	Iteration 19Q: 3 clusters Score -1702486 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1702523.875000 Penalty: 3216.317871
	Iteration 20F: 3 clusters Score -1702524 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1702562.250000 Penalty: 3216.317871
	Iteration 21Q: 3 clusters Score -1702562 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1702589.500000 Penalty: 3216.317871
	Iteration 22Q: 3 clusters Score -1702590 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1702628.125000 Penalty: 3216.317871
	Iteration 23Q: 3 clusters Score -1702628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1702650.500000 Penalty: 3216.317871
	Iteration 24Q: 3 clusters Score -1702650 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1702678.875000 Penalty: 3216.317871
	Iteration 25Q: 3 clusters Score -1702679 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14727 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1702703.000000 Penalty: 3216.317871
	Iteration 26Q: 3 clusters Score -1702703 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1702744.125000 Penalty: 3216.317871
	Iteration 27Q: 3 clusters Score -1702744 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1702805.750000 Penalty: 3216.317871
	Iteration 28Q: 3 clusters Score -1702806 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1702879.500000 Penalty: 3216.317871
	Iteration 29Q: 3 clusters Score -1702880 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1703029.250000 Penalty: 3216.317871
	Iteration 30Q: 3 clusters Score -1703029 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1703227.125000 Penalty: 3216.317871
	Iteration 31Q: 3 clusters Score -1703227 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1703450.750000 Penalty: 3216.317871
	Iteration 32Q: 3 clusters Score -1703451 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1703629.625000 Penalty: 3216.317871
	Iteration 33Q: 3 clusters Score -1703630 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1703741.625000 Penalty: 3216.317871
	Iteration 34Q: 3 clusters Score -1703742 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1703818.125000 Penalty: 3216.317871
	Iteration 35Q: 3 clusters Score -1703818 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1703879.250000 Penalty: 3216.317871
	Iteration 36Q: 3 clusters Score -1703879 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1703908.625000 Penalty: 3216.317871
	Iteration 37Q: 3 clusters Score -1703909 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1703940.500000 Penalty: 3216.317871
	Iteration 38Q: 3 clusters Score -1703940 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -1703979.625000 Penalty: 3216.317871
	Iteration 39Q: 3 clusters Score -1703980 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1704032.000000 Penalty: 3216.317871
	Iteration 40F: 3 clusters Score -1704032 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1704082.375000 Penalty: 3216.317871
	Iteration 41Q: 3 clusters Score -1704082 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1704160.250000 Penalty: 3216.317871
	Iteration 42Q: 3 clusters Score -1704160 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1704287.625000 Penalty: 3216.317871
	Iteration 43Q: 3 clusters Score -1704288 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1704459.375000 Penalty: 3216.317871
	Iteration 44Q: 3 clusters Score -1704459 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1704756.250000 Penalty: 3216.317871
	Iteration 45Q: 3 clusters Score -1704756 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1705179.000000 Penalty: 3216.317871
	Iteration 46Q: 3 clusters Score -1705179 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1705479.000000 Penalty: 3216.317871
	Iteration 47Q: 3 clusters Score -1705479 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1705572.250000 Penalty: 3216.317871
	Iteration 48Q: 3 clusters Score -1705572 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1705590.250000 Penalty: 3216.317871
	Iteration 49Q: 3 clusters Score -1705590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1705599.750000 Penalty: 3216.317871
	Iteration 50Q: 3 clusters Score -1705600 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1705604.250000 Penalty: 3216.317871
	Iteration 51Q: 3 clusters Score -1705604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -1705604.250000 Penalty: 3216.317871
	Iteration 52Q: 3 clusters Score -1705604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1705605.625000 Penalty: 3216.317871
	Iteration 53Q: 3 clusters Score -1705606 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1705606.000000 Penalty: 3216.317871
	Iteration 54Q: 3 clusters Score -1705606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1705606.125000 Penalty: 3216.317871
	Iteration 55Q: 3 clusters Score -1705606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1705606.750000 Penalty: 3216.317871
	Iteration 56Q: 3 clusters Score -1705607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1705605.750000 Penalty: 3216.317871
	Iteration 57Q: 3 clusters Score -1705606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1705607.750000 Penalty: 3216.317871
	Iteration 58Q: 3 clusters Score -1705608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1705605.625000 Penalty: 3216.317871
	Iteration 59Q: 3 clusters Score -1705606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1705607.250000 Penalty: 3216.317871
	Iteration 60F: 3 clusters Score -1705607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1705607.375000 Penalty: 3216.317871
	Iteration 61Q: 3 clusters Score -1705607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1705607.375000 Penalty: 3216.317871
	Iteration 62F: 3 clusters Score -1705607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1532 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 17 contains 2521 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 10359 members 
Mstep: Class 20 contains 47323 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111826 members 
Mstep: Class 23 contains 27383 members 
Mstep: Class 24 contains 15487 members 
Mstep: Class 25 contains 4327 members 
Mstep: Class 26 contains 5301 members 
Mstep: Class 27 contains 1651 members 
Mstep: Class 28 contains 11295 members 
Mstep: Class 29 contains 22849 members 
Mstep: Class 30 contains 9499 members 
Entering Unmasked Estep 
Score: -40842032.000000 Penalty: 63831.339844
Splitting cluster 19 changes total score from -40804936.000000 to -40842032.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 23997 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 1283 members 
Mstep: Class 7 contains 11588 members 
Mstep: Class 8 contains 45635 members 
Mstep: Class 9 contains 19242 members 
Mstep: Class 10 contains 37097 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 2645 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 1877 members 
Mstep: Class 16 contains 4430 members 
Mstep: Class 18 contains 2753 members 
Mstep: Class 19 contains 10359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40852752.000000 Penalty: 63831.339844
Iteration 39Q: 31 clusters Score -4.085275e+07 nChanged 13229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 24364 members 
Mstep: Class 3 contains 3208 members 
Mstep: Class 4 contains 1439 members 
Mstep: Class 5 contains 5147 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 12164 members 
Mstep: Class 8 contains 45528 members 
Mstep: Class 9 contains 19226 members 
Mstep: Class 10 contains 37107 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 2821 members 
Mstep: Class 13 contains 2304 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 4762 members 
Mstep: Class 17 contains 2541 members 
Mstep: Class 18 contains 2916 members 
Mstep: Class 19 contains 10725 members 
Mstep: Class 20 contains 45864 members 
Mstep: Class 21 contains 12425 members 
Mstep: Class 22 contains 111118 members 
Mstep: Class 23 contains 26405 members 
Mstep: Class 24 contains 15032 members 
Mstep: Class 25 contains 4417 members 
Mstep: Class 26 contains 4992 members 
Mstep: Class 27 contains 1658 members 
Mstep: Class 28 contains 10939 members 
Mstep: Class 29 contains 22101 members 
Mstep: Class 30 contains 9247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40860216.000000 Penalty: 63831.339844
Iteration 40F: 31 clusters Score -4.086022e+07 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 32971 members 
Mstep: Class 2 contains 24182 members 
Mstep: Class 3 contains 3266 members 
Mstep: Class 4 contains 1518 members 
Mstep: Class 5 contains 4986 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 11731 members 
Mstep: Class 8 contains 45154 members 
Mstep: Class 9 contains 19045 members 
Mstep: Class 10 contains 37171 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 2959 members 
Mstep: Class 13 contains 2335 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 4898 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 2995 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 45598 members 
Mstep: Class 21 contains 12395 members 
Mstep: Class 22 contains 111396 members 
Mstep: Class 23 contains 25927 members 
Mstep: Class 24 contains 15064 members 
Mstep: Class 25 contains 4524 members 
Mstep: Class 26 contains 4907 members 
Mstep: Class 27 contains 1689 members 
Mstep: Class 28 contains 10840 members 
Mstep: Class 29 contains 22156 members 
Mstep: Class 30 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40862792.000000 Penalty: 63831.339844
Iteration 41Q: 31 clusters Score -4.086279e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 24169 members 
Mstep: Class 3 contains 3317 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 4874 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 11516 members 
Mstep: Class 8 contains 44875 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 10 contains 37281 members 
Mstep: Class 11 contains 8180 members 
Mstep: Class 12 contains 3049 members 
Mstep: Class 13 contains 2400 members 
Mstep: Class 14 contains 4629 members 
Mstep: Class 15 contains 2171 members 
Mstep: Class 16 contains 5002 members 
Mstep: Class 17 contains 2603 members 
Mstep: Class 18 contains 3049 members 
Mstep: Class 19 contains 10514 members 
Mstep: Class 20 contains 45276 members 
Mstep: Class 21 contains 12416 members 
Mstep: Class 22 contains 111437 members 
Mstep: Class 23 contains 25527 members 
Mstep: Class 24 contains 14984 members 
Mstep: Class 25 contains 4584 members 
Mstep: Class 26 contains 4836 members 
Mstep: Class 27 contains 1707 members 
Mstep: Class 28 contains 10765 members 
Mstep: Class 29 contains 22175 members 
Mstep: Class 30 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40864072.000000 Penalty: 63831.339844
Iteration 42Q: 31 clusters Score -4.086407e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34044 members 
Mstep: Class 2 contains 24172 members 
Mstep: Class 3 contains 3355 members 
Mstep: Class 4 contains 1542 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 1204 members 
Mstep: Class 7 contains 11367 members 
Mstep: Class 8 contains 44640 members 
Mstep: Class 9 contains 18858 members 
Mstep: Class 10 contains 37361 members 
Mstep: Class 11 contains 8656 members 
Mstep: Class 12 contains 3088 members 
Mstep: Class 13 contains 2454 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 2195 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 3081 members 
Mstep: Class 19 contains 10468 members 
Mstep: Class 20 contains 44970 members 
Mstep: Class 21 contains 12426 members 
Mstep: Class 22 contains 111426 members 
Mstep: Class 23 contains 25215 members 
Mstep: Class 24 contains 14925 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 4788 members 
Mstep: Class 27 contains 1714 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 22187 members 
Mstep: Class 30 contains 9119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40865028.000000 Penalty: 63831.339844
Iteration 43Q: 31 clusters Score -4.086503e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 24180 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 1538 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 1209 members 
Mstep: Class 7 contains 11227 members 
Mstep: Class 8 contains 44441 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 37447 members 
Mstep: Class 11 contains 9126 members 
Mstep: Class 12 contains 3102 members 
Mstep: Class 13 contains 2513 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 3117 members 
Mstep: Class 19 contains 10436 members 
Mstep: Class 20 contains 44660 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 111392 members 
Mstep: Class 23 contains 24959 members 
Mstep: Class 24 contains 14879 members 
Mstep: Class 25 contains 4683 members 
Mstep: Class 26 contains 4753 members 
Mstep: Class 27 contains 1716 members 
Mstep: Class 28 contains 10682 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40865932.000000 Penalty: 63831.339844
Iteration 44Q: 31 clusters Score -4.086593e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 24199 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 1523 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 6 contains 1227 members 
Mstep: Class 7 contains 11118 members 
Mstep: Class 8 contains 44275 members 
Mstep: Class 9 contains 18790 members 
Mstep: Class 10 contains 37518 members 
Mstep: Class 11 contains 9584 members 
Mstep: Class 12 contains 3081 members 
Mstep: Class 13 contains 2556 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 5295 members 
Mstep: Class 17 contains 2710 members 
Mstep: Class 18 contains 3149 members 
Mstep: Class 19 contains 10428 members 
Mstep: Class 20 contains 44405 members 
Mstep: Class 21 contains 12440 members 
Mstep: Class 22 contains 111351 members 
Mstep: Class 23 contains 24698 members 
Mstep: Class 24 contains 14836 members 
Mstep: Class 25 contains 4713 members 
Mstep: Class 26 contains 4725 members 
Mstep: Class 27 contains 1720 members 
Mstep: Class 28 contains 10647 members 
Mstep: Class 29 contains 22246 members 
Mstep: Class 30 contains 8939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40866196.000000 Penalty: 63831.339844
Iteration 45Q: 31 clusters Score -4.08662e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34813 members 
Mstep: Class 2 contains 24203 members 
Mstep: Class 3 contains 3449 members 
Mstep: Class 4 contains 1516 members 
Mstep: Class 5 contains 4615 members 
Mstep: Class 6 contains 1235 members 
Mstep: Class 7 contains 11039 members 
Mstep: Class 8 contains 44152 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 37579 members 
Mstep: Class 11 contains 10000 members 
Mstep: Class 12 contains 3053 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 2194 members 
Mstep: Class 16 contains 5379 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 3172 members 
Mstep: Class 19 contains 10433 members 
Mstep: Class 20 contains 44191 members 
Mstep: Class 21 contains 12452 members 
Mstep: Class 22 contains 111303 members 
Mstep: Class 23 contains 24464 members 
Mstep: Class 24 contains 14812 members 
Mstep: Class 25 contains 4727 members 
Mstep: Class 26 contains 4699 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 10616 members 
Mstep: Class 29 contains 22275 members 
Mstep: Class 30 contains 8852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40866764.000000 Penalty: 63831.339844
Iteration 46Q: 31 clusters Score -4.086676e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 24227 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 1511 members 
Mstep: Class 5 contains 4577 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 10973 members 
Mstep: Class 8 contains 44051 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 37644 members 
Mstep: Class 11 contains 10367 members 
Mstep: Class 12 contains 3019 members 
Mstep: Class 13 contains 2604 members 
Mstep: Class 14 contains 4792 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 3190 members 
Mstep: Class 19 contains 10445 members 
Mstep: Class 20 contains 44017 members 
Mstep: Class 21 contains 12460 members 
Mstep: Class 22 contains 111236 members 
Mstep: Class 23 contains 24242 members 
Mstep: Class 24 contains 14787 members 
Mstep: Class 25 contains 4742 members 
Mstep: Class 26 contains 4672 members 
Mstep: Class 27 contains 1725 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 22323 members 
Mstep: Class 30 contains 8767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867228.000000 Penalty: 63831.339844
Iteration 47Q: 31 clusters Score -4.086723e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 24225 members 
Mstep: Class 3 contains 3475 members 
Mstep: Class 4 contains 1507 members 
Mstep: Class 5 contains 4540 members 
Mstep: Class 6 contains 1263 members 
Mstep: Class 7 contains 10934 members 
Mstep: Class 8 contains 43948 members 
Mstep: Class 9 contains 18729 members 
Mstep: Class 10 contains 37697 members 
Mstep: Class 11 contains 10710 members 
Mstep: Class 12 contains 2994 members 
Mstep: Class 13 contains 2624 members 
Mstep: Class 14 contains 4828 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 5537 members 
Mstep: Class 17 contains 2813 members 
Mstep: Class 18 contains 3205 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 43909 members 
Mstep: Class 21 contains 12464 members 
Mstep: Class 22 contains 111188 members 
Mstep: Class 23 contains 24035 members 
Mstep: Class 24 contains 14755 members 
Mstep: Class 25 contains 4753 members 
Mstep: Class 26 contains 4635 members 
Mstep: Class 27 contains 1730 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 22353 members 
Mstep: Class 30 contains 8711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867416.000000 Penalty: 63831.339844
Iteration 48Q: 31 clusters Score -4.086742e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 24236 members 
Mstep: Class 3 contains 3483 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 4514 members 
Mstep: Class 6 contains 1270 members 
Mstep: Class 7 contains 10912 members 
Mstep: Class 8 contains 43842 members 
Mstep: Class 9 contains 18724 members 
Mstep: Class 10 contains 37732 members 
Mstep: Class 11 contains 11011 members 
Mstep: Class 12 contains 2966 members 
Mstep: Class 13 contains 2645 members 
Mstep: Class 14 contains 4851 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 2827 members 
Mstep: Class 18 contains 3219 members 
Mstep: Class 19 contains 10495 members 
Mstep: Class 20 contains 43833 members 
Mstep: Class 21 contains 12458 members 
Mstep: Class 22 contains 111149 members 
Mstep: Class 23 contains 23865 members 
Mstep: Class 24 contains 14717 members 
Mstep: Class 25 contains 4765 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 1734 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 22374 members 
Mstep: Class 30 contains 8659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867512.000000 Penalty: 63831.339844
Iteration 49Q: 31 clusters Score -4.086751e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 24237 members 
Mstep: Class 3 contains 3497 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 4496 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 10891 members 
Mstep: Class 8 contains 43718 members 
Mstep: Class 9 contains 18713 members 
Mstep: Class 10 contains 37784 members 
Mstep: Class 11 contains 11282 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 2659 members 
Mstep: Class 14 contains 4862 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 5615 members 
Mstep: Class 17 contains 2841 members 
Mstep: Class 18 contains 3224 members 
Mstep: Class 19 contains 10518 members 
Mstep: Class 20 contains 43815 members 
Mstep: Class 21 contains 12457 members 
Mstep: Class 22 contains 111094 members 
Mstep: Class 23 contains 23723 members 
Mstep: Class 24 contains 14663 members 
Mstep: Class 25 contains 4768 members 
Mstep: Class 26 contains 4593 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 10554 members 
Mstep: Class 29 contains 22411 members 
Mstep: Class 30 contains 8609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867612.000000 Penalty: 63831.339844
Iteration 50Q: 31 clusters Score -4.086761e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 24252 members 
Mstep: Class 3 contains 3508 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 4477 members 
Mstep: Class 6 contains 1274 members 
Mstep: Class 7 contains 10874 members 
Mstep: Class 8 contains 43602 members 
Mstep: Class 9 contains 18709 members 
Mstep: Class 10 contains 37821 members 
Mstep: Class 11 contains 11560 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 2184 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 2859 members 
Mstep: Class 18 contains 3234 members 
Mstep: Class 19 contains 10537 members 
Mstep: Class 20 contains 43807 members 
Mstep: Class 21 contains 12457 members 
Mstep: Class 22 contains 111052 members 
Mstep: Class 23 contains 23533 members 
Mstep: Class 24 contains 14613 members 
Mstep: Class 25 contains 4783 members 
Mstep: Class 26 contains 4591 members 
Mstep: Class 27 contains 1738 members 
Mstep: Class 28 contains 10555 members 
Mstep: Class 29 contains 22433 members 
Mstep: Class 30 contains 8553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867792.000000 Penalty: 63831.339844
Iteration 51Q: 31 clusters Score -4.086779e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 24257 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 1501 members 
Mstep: Class 5 contains 4452 members 
Mstep: Class 6 contains 1275 members 
Mstep: Class 7 contains 10840 members 
Mstep: Class 8 contains 43514 members 
Mstep: Class 9 contains 18707 members 
Mstep: Class 10 contains 37855 members 
Mstep: Class 11 contains 11814 members 
Mstep: Class 12 contains 2953 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 4869 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 2871 members 
Mstep: Class 18 contains 3245 members 
Mstep: Class 19 contains 10553 members 
Mstep: Class 20 contains 43812 members 
Mstep: Class 21 contains 12452 members 
Mstep: Class 22 contains 111032 members 
Mstep: Class 23 contains 23357 members 
Mstep: Class 24 contains 14580 members 
Mstep: Class 25 contains 4797 members 
Mstep: Class 26 contains 4596 members 
Mstep: Class 27 contains 1744 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 22449 members 
Mstep: Class 30 contains 8511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868000.000000 Penalty: 63831.339844
Iteration 52Q: 31 clusters Score -4.0868e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 24250 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 1276 members 
Mstep: Class 7 contains 10819 members 
Mstep: Class 8 contains 43429 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 10 contains 37880 members 
Mstep: Class 11 contains 12032 members 
Mstep: Class 12 contains 2950 members 
Mstep: Class 13 contains 2693 members 
Mstep: Class 14 contains 4875 members 
Mstep: Class 15 contains 2181 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 2885 members 
Mstep: Class 18 contains 3252 members 
Mstep: Class 19 contains 10568 members 
Mstep: Class 20 contains 43853 members 
Mstep: Class 21 contains 12449 members 
Mstep: Class 22 contains 111011 members 
Mstep: Class 23 contains 23207 members 
Mstep: Class 24 contains 14548 members 
Mstep: Class 25 contains 4802 members 
Mstep: Class 26 contains 4597 members 
Mstep: Class 27 contains 1746 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 22467 members 
Mstep: Class 30 contains 8478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868172.000000 Penalty: 63831.339844
Iteration 53Q: 31 clusters Score -4.086817e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 24276 members 
Mstep: Class 3 contains 3527 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 4399 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 10805 members 
Mstep: Class 8 contains 43373 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 37921 members 
Mstep: Class 11 contains 12233 members 
Mstep: Class 12 contains 2948 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 4885 members 
Mstep: Class 15 contains 2173 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 2892 members 
Mstep: Class 18 contains 3253 members 
Mstep: Class 19 contains 10596 members 
Mstep: Class 20 contains 43860 members 
Mstep: Class 21 contains 12442 members 
Mstep: Class 22 contains 110988 members 
Mstep: Class 23 contains 23064 members 
Mstep: Class 24 contains 14503 members 
Mstep: Class 25 contains 4799 members 
Mstep: Class 26 contains 4601 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 22478 members 
Mstep: Class 30 contains 8456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868404.000000 Penalty: 63831.339844
Iteration 54Q: 31 clusters Score -4.08684e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 24298 members 
Mstep: Class 3 contains 3529 members 
Mstep: Class 4 contains 1503 members 
Mstep: Class 5 contains 4375 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 10785 members 
Mstep: Class 8 contains 43318 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 37964 members 
Mstep: Class 11 contains 12390 members 
Mstep: Class 12 contains 2946 members 
Mstep: Class 13 contains 2718 members 
Mstep: Class 14 contains 4895 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 2899 members 
Mstep: Class 18 contains 3254 members 
Mstep: Class 19 contains 10619 members 
Mstep: Class 20 contains 43866 members 
Mstep: Class 21 contains 12441 members 
Mstep: Class 22 contains 110961 members 
Mstep: Class 23 contains 22948 members 
Mstep: Class 24 contains 14470 members 
Mstep: Class 25 contains 4796 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10562 members 
Mstep: Class 29 contains 22490 members 
Mstep: Class 30 contains 8441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868500.000000 Penalty: 63831.339844
Iteration 55Q: 31 clusters Score -4.08685e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 24325 members 
Mstep: Class 3 contains 3531 members 
Mstep: Class 4 contains 1504 members 
Mstep: Class 5 contains 4356 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 10773 members 
Mstep: Class 8 contains 43263 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 38003 members 
Mstep: Class 11 contains 12519 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 2728 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 5631 members 
Mstep: Class 17 contains 2907 members 
Mstep: Class 18 contains 3257 members 
Mstep: Class 19 contains 10643 members 
Mstep: Class 20 contains 43871 members 
Mstep: Class 21 contains 12442 members 
Mstep: Class 22 contains 110939 members 
Mstep: Class 23 contains 22835 members 
Mstep: Class 24 contains 14438 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10560 members 
Mstep: Class 29 contains 22499 members 
Mstep: Class 30 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868540.000000 Penalty: 63831.339844
Iteration 56Q: 31 clusters Score -4.086854e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 24341 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 4340 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 10760 members 
Mstep: Class 8 contains 43211 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 38038 members 
Mstep: Class 11 contains 12648 members 
Mstep: Class 12 contains 2936 members 
Mstep: Class 13 contains 2736 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 2162 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 2916 members 
Mstep: Class 18 contains 3260 members 
Mstep: Class 19 contains 10666 members 
Mstep: Class 20 contains 43883 members 
Mstep: Class 21 contains 12437 members 
Mstep: Class 22 contains 110920 members 
Mstep: Class 23 contains 22738 members 
Mstep: Class 24 contains 14414 members 
Mstep: Class 25 contains 4801 members 
Mstep: Class 26 contains 4603 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 22510 members 
Mstep: Class 30 contains 8414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868560.000000 Penalty: 63831.339844
Iteration 57Q: 31 clusters Score -4.086856e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35198 members 
Mstep: Class 2 contains 24358 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 4 contains 1502 members 
Mstep: Class 5 contains 4320 members 
Mstep: Class 6 contains 1280 members 
Mstep: Class 7 contains 10739 members 
Mstep: Class 8 contains 43167 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 38064 members 
Mstep: Class 11 contains 12780 members 
Mstep: Class 12 contains 2932 members 
Mstep: Class 13 contains 2744 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 3263 members 
Mstep: Class 19 contains 10692 members 
Mstep: Class 20 contains 43900 members 
Mstep: Class 21 contains 12432 members 
Mstep: Class 22 contains 110914 members 
Mstep: Class 23 contains 22643 members 
Mstep: Class 24 contains 14392 members 
Mstep: Class 25 contains 4798 members 
Mstep: Class 26 contains 4604 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 22516 members 
Mstep: Class 30 contains 8401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868564.000000 Penalty: 63831.339844
Iteration 58Q: 31 clusters Score -4.086856e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 24379 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1500 members 
Mstep: Class 5 contains 4304 members 
Mstep: Class 6 contains 1279 members 
Mstep: Class 7 contains 10730 members 
Mstep: Class 8 contains 43123 members 
Mstep: Class 9 contains 18720 members 
Mstep: Class 10 contains 38097 members 
Mstep: Class 11 contains 12909 members 
Mstep: Class 12 contains 2927 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 4897 members 
Mstep: Class 15 contains 2159 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 3267 members 
Mstep: Class 19 contains 10719 members 
Mstep: Class 20 contains 43908 members 
Mstep: Class 21 contains 12430 members 
Mstep: Class 22 contains 110891 members 
Mstep: Class 23 contains 22542 members 
Mstep: Class 24 contains 14375 members 
Mstep: Class 25 contains 4803 members 
Mstep: Class 26 contains 4605 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 22519 members 
Mstep: Class 30 contains 8390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868492.000000 Penalty: 63831.339844
Iteration 59Q: 31 clusters Score -4.086849e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 24413 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1499 members 
Mstep: Class 5 contains 4295 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 10714 members 
Mstep: Class 8 contains 43079 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 38136 members 
Mstep: Class 11 contains 13013 members 
Mstep: Class 12 contains 2922 members 
Mstep: Class 13 contains 2743 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 2157 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 2931 members 
Mstep: Class 18 contains 3273 members 
Mstep: Class 19 contains 10746 members 
Mstep: Class 20 contains 43917 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 110866 members 
Mstep: Class 23 contains 22449 members 
Mstep: Class 24 contains 14356 members 
Mstep: Class 25 contains 4811 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 22520 members 
Mstep: Class 30 contains 8377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868596.000000 Penalty: 63831.339844
Iteration 60F: 31 clusters Score -4.08686e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 24453 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1494 members 
Mstep: Class 5 contains 4285 members 
Mstep: Class 6 contains 1258 members 
Mstep: Class 7 contains 10698 members 
Mstep: Class 8 contains 43040 members 
Mstep: Class 9 contains 18719 members 
Mstep: Class 10 contains 38164 members 
Mstep: Class 11 contains 13123 members 
Mstep: Class 12 contains 2942 members 
Mstep: Class 13 contains 2745 members 
Mstep: Class 14 contains 4896 members 
Mstep: Class 15 contains 2155 members 
Mstep: Class 16 contains 5643 members 
Mstep: Class 17 contains 2932 members 
Mstep: Class 18 contains 3277 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 43925 members 
Mstep: Class 21 contains 12430 members 
Mstep: Class 22 contains 110850 members 
Mstep: Class 23 contains 22360 members 
Mstep: Class 24 contains 14334 members 
Mstep: Class 25 contains 4815 members 
Mstep: Class 26 contains 4608 members 
Mstep: Class 27 contains 1747 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 22518 members 
Mstep: Class 30 contains 8366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868720.000000 Penalty: 63831.339844
Iteration 61Q: 31 clusters Score -4.086872e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 24477 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1489 members 
Mstep: Class 5 contains 4277 members 
Mstep: Class 6 contains 1254 members 
Mstep: Class 7 contains 10686 members 
Mstep: Class 8 contains 43001 members 
Mstep: Class 9 contains 18721 members 
Mstep: Class 10 contains 38186 members 
Mstep: Class 11 contains 13242 members 
Mstep: Class 12 contains 2943 members 
Mstep: Class 13 contains 2747 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 15 contains 2151 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 10771 members 
Mstep: Class 20 contains 43939 members 
Mstep: Class 21 contains 12428 members 
Mstep: Class 22 contains 110831 members 
Mstep: Class 23 contains 22272 members 
Mstep: Class 24 contains 14319 members 
Mstep: Class 25 contains 4822 members 
Mstep: Class 26 contains 4606 members 
Mstep: Class 27 contains 1748 members 
Mstep: Class 28 contains 10561 members 
Mstep: Class 29 contains 22519 members 
Mstep: Class 30 contains 8351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868836.000000 Penalty: 63831.339844
Iteration 62Q: 31 clusters Score -4.086884e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 24512 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1473 members 
Mstep: Class 5 contains 4268 members 
Mstep: Class 6 contains 1268 members 
Mstep: Class 7 contains 10678 members 
Mstep: Class 8 contains 42966 members 
Mstep: Class 9 contains 18723 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 13352 members 
Mstep: Class 12 contains 2930 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 4907 members 
Mstep: Class 15 contains 2148 members 
Mstep: Class 16 contains 5642 members 
Mstep: Class 17 contains 2937 members 
Mstep: Class 18 contains 3285 members 
Mstep: Class 19 contains 10786 members 
Mstep: Class 20 contains 43956 members 
Mstep: Class 21 contains 12429 members 
Mstep: Class 22 contains 110816 members 
Mstep: Class 23 contains 22187 members 
Mstep: Class 24 contains 14289 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 4611 members 
Mstep: Class 27 contains 1750 members 
Mstep: Class 28 contains 10558 members 
Mstep: Class 29 contains 22518 members 
Mstep: Class 30 contains 8340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868840.000000 Penalty: 63831.339844
Iteration 63Q: 31 clusters Score -4.086884e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 24528 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1464 members 
Mstep: Class 5 contains 4260 members 
Mstep: Class 6 contains 1285 members 
Mstep: Class 7 contains 10662 members 
Mstep: Class 8 contains 42938 members 
Mstep: Class 9 contains 18727 members 
Mstep: Class 10 contains 38226 members 
Mstep: Class 11 contains 13470 members 
Mstep: Class 12 contains 2913 members 
Mstep: Class 13 contains 2761 members 
Mstep: Class 14 contains 4915 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 10798 members 
Mstep: Class 20 contains 43971 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 110804 members 
Mstep: Class 23 contains 22092 members 
Mstep: Class 24 contains 14274 members 
Mstep: Class 25 contains 4826 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10557 members 
Mstep: Class 29 contains 22515 members 
Mstep: Class 30 contains 8331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868952.000000 Penalty: 63831.339844
Iteration 64Q: 31 clusters Score -4.086895e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35156 members 
Mstep: Class 2 contains 24537 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1453 members 
Mstep: Class 5 contains 4254 members 
Mstep: Class 6 contains 1302 members 
Mstep: Class 7 contains 10643 members 
Mstep: Class 8 contains 42904 members 
Mstep: Class 9 contains 18727 members 
Mstep: Class 10 contains 38235 members 
Mstep: Class 11 contains 13566 members 
Mstep: Class 12 contains 2890 members 
Mstep: Class 13 contains 2769 members 
Mstep: Class 14 contains 4924 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5635 members 
Mstep: Class 17 contains 2944 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 10809 members 
Mstep: Class 20 contains 43993 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 110803 members 
Mstep: Class 23 contains 22011 members 
Mstep: Class 24 contains 14269 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10559 members 
Mstep: Class 29 contains 22521 members 
Mstep: Class 30 contains 8324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869008.000000 Penalty: 63831.339844
Iteration 65Q: 31 clusters Score -4.086901e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 24552 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1442 members 
Mstep: Class 5 contains 4253 members 
Mstep: Class 6 contains 1327 members 
Mstep: Class 7 contains 10619 members 
Mstep: Class 8 contains 42874 members 
Mstep: Class 9 contains 18729 members 
Mstep: Class 10 contains 38245 members 
Mstep: Class 11 contains 13638 members 
Mstep: Class 12 contains 2867 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 4936 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 2946 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 10827 members 
Mstep: Class 20 contains 44011 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 110793 members 
Mstep: Class 23 contains 21948 members 
Mstep: Class 24 contains 14251 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10556 members 
Mstep: Class 29 contains 22529 members 
Mstep: Class 30 contains 8316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868984.000000 Penalty: 63831.339844
Iteration 66Q: 31 clusters Score -4.086898e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 24570 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1434 members 
Mstep: Class 5 contains 4249 members 
Mstep: Class 6 contains 1345 members 
Mstep: Class 7 contains 10599 members 
Mstep: Class 8 contains 42851 members 
Mstep: Class 9 contains 18731 members 
Mstep: Class 10 contains 38250 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 12 contains 2844 members 
Mstep: Class 13 contains 2782 members 
Mstep: Class 14 contains 4946 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 5630 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 10847 members 
Mstep: Class 20 contains 44030 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 110788 members 
Mstep: Class 23 contains 21890 members 
Mstep: Class 24 contains 14224 members 
Mstep: Class 25 contains 4831 members 
Mstep: Class 26 contains 4616 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 22535 members 
Mstep: Class 30 contains 8307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869072.000000 Penalty: 63831.339844
Iteration 67Q: 31 clusters Score -4.086907e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 24590 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1426 members 
Mstep: Class 5 contains 4247 members 
Mstep: Class 6 contains 1356 members 
Mstep: Class 7 contains 10588 members 
Mstep: Class 8 contains 42827 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 38249 members 
Mstep: Class 11 contains 13792 members 
Mstep: Class 12 contains 2828 members 
Mstep: Class 13 contains 2786 members 
Mstep: Class 14 contains 4951 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5629 members 
Mstep: Class 17 contains 2957 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 10863 members 
Mstep: Class 20 contains 44047 members 
Mstep: Class 21 contains 12427 members 
Mstep: Class 22 contains 110772 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 14213 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10553 members 
Mstep: Class 29 contains 22541 members 
Mstep: Class 30 contains 8301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869068.000000 Penalty: 63831.339844
Iteration 68Q: 31 clusters Score -4.086907e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 24602 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1420 members 
Mstep: Class 5 contains 4243 members 
Mstep: Class 6 contains 1373 members 
Mstep: Class 7 contains 10571 members 
Mstep: Class 8 contains 42804 members 
Mstep: Class 9 contains 18727 members 
Mstep: Class 10 contains 38256 members 
Mstep: Class 11 contains 13863 members 
Mstep: Class 12 contains 2810 members 
Mstep: Class 13 contains 2792 members 
Mstep: Class 14 contains 4956 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 2967 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 10871 members 
Mstep: Class 20 contains 44065 members 
Mstep: Class 21 contains 12424 members 
Mstep: Class 22 contains 110753 members 
Mstep: Class 23 contains 21776 members 
Mstep: Class 24 contains 14200 members 
Mstep: Class 25 contains 4828 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10551 members 
Mstep: Class 29 contains 22548 members 
Mstep: Class 30 contains 8293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869148.000000 Penalty: 63831.339844
Iteration 69Q: 31 clusters Score -4.086915e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 24621 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1416 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 1387 members 
Mstep: Class 7 contains 10564 members 
Mstep: Class 8 contains 42776 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 13933 members 
Mstep: Class 12 contains 2791 members 
Mstep: Class 13 contains 2797 members 
Mstep: Class 14 contains 4962 members 
Mstep: Class 15 contains 2141 members 
Mstep: Class 16 contains 5634 members 
Mstep: Class 17 contains 2964 members 
Mstep: Class 18 contains 3287 members 
Mstep: Class 19 contains 10878 members 
Mstep: Class 20 contains 44083 members 
Mstep: Class 21 contains 12422 members 
Mstep: Class 22 contains 110743 members 
Mstep: Class 23 contains 21719 members 
Mstep: Class 24 contains 14196 members 
Mstep: Class 25 contains 4829 members 
Mstep: Class 26 contains 4615 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10546 members 
Mstep: Class 29 contains 22553 members 
Mstep: Class 30 contains 8290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869184.000000 Penalty: 63831.339844
Iteration 70Q: 31 clusters Score -4.086918e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 24628 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1402 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 10557 members 
Mstep: Class 8 contains 42758 members 
Mstep: Class 9 contains 18729 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 14005 members 
Mstep: Class 12 contains 2775 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 4967 members 
Mstep: Class 15 contains 2142 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 10885 members 
Mstep: Class 20 contains 44097 members 
Mstep: Class 21 contains 12422 members 
Mstep: Class 22 contains 110737 members 
Mstep: Class 23 contains 21653 members 
Mstep: Class 24 contains 14199 members 
Mstep: Class 25 contains 4835 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 22552 members 
Mstep: Class 30 contains 8284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869268.000000 Penalty: 63831.339844
Iteration 71Q: 31 clusters Score -4.086927e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 24633 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1391 members 
Mstep: Class 5 contains 4236 members 
Mstep: Class 6 contains 1415 members 
Mstep: Class 7 contains 10551 members 
Mstep: Class 8 contains 42739 members 
Mstep: Class 9 contains 18730 members 
Mstep: Class 10 contains 38267 members 
Mstep: Class 11 contains 14070 members 
Mstep: Class 12 contains 2761 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 4968 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 2969 members 
Mstep: Class 18 contains 3288 members 
Mstep: Class 19 contains 10893 members 
Mstep: Class 20 contains 44109 members 
Mstep: Class 21 contains 12421 members 
Mstep: Class 22 contains 110729 members 
Mstep: Class 23 contains 21603 members 
Mstep: Class 24 contains 14206 members 
Mstep: Class 25 contains 4835 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 22553 members 
Mstep: Class 30 contains 8278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869284.000000 Penalty: 63831.339844
Iteration 72Q: 31 clusters Score -4.086928e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35134 members 
Mstep: Class 2 contains 24641 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1379 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 1429 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 42720 members 
Mstep: Class 9 contains 18732 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 14143 members 
Mstep: Class 12 contains 2744 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 4970 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5637 members 
Mstep: Class 17 contains 2974 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 10904 members 
Mstep: Class 20 contains 44122 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 110717 members 
Mstep: Class 23 contains 21543 members 
Mstep: Class 24 contains 14214 members 
Mstep: Class 25 contains 4833 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10542 members 
Mstep: Class 29 contains 22550 members 
Mstep: Class 30 contains 8274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869392.000000 Penalty: 63831.339844
Iteration 73Q: 31 clusters Score -4.086939e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 24653 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1369 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 10539 members 
Mstep: Class 8 contains 42701 members 
Mstep: Class 9 contains 18734 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 14205 members 
Mstep: Class 12 contains 2724 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 4977 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 2980 members 
Mstep: Class 18 contains 3290 members 
Mstep: Class 19 contains 10913 members 
Mstep: Class 20 contains 44126 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110708 members 
Mstep: Class 23 contains 21491 members 
Mstep: Class 24 contains 14221 members 
Mstep: Class 25 contains 4835 members 
Mstep: Class 26 contains 4618 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 22554 members 
Mstep: Class 30 contains 8269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869428.000000 Penalty: 63831.339844
Iteration 74Q: 31 clusters Score -4.086943e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 24654 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1362 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 1459 members 
Mstep: Class 7 contains 10538 members 
Mstep: Class 8 contains 42686 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 38278 members 
Mstep: Class 11 contains 14269 members 
Mstep: Class 12 contains 2709 members 
Mstep: Class 13 contains 2816 members 
Mstep: Class 14 contains 4979 members 
Mstep: Class 15 contains 2137 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 2979 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10918 members 
Mstep: Class 20 contains 44131 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110696 members 
Mstep: Class 23 contains 21446 members 
Mstep: Class 24 contains 14216 members 
Mstep: Class 25 contains 4834 members 
Mstep: Class 26 contains 4617 members 
Mstep: Class 27 contains 1751 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 22554 members 
Mstep: Class 30 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869432.000000 Penalty: 63831.339844
Iteration 75Q: 31 clusters Score -4.086943e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 24658 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1363 members 
Mstep: Class 5 contains 4238 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 10530 members 
Mstep: Class 8 contains 42671 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 14326 members 
Mstep: Class 12 contains 2691 members 
Mstep: Class 13 contains 2820 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 5639 members 
Mstep: Class 17 contains 2982 members 
Mstep: Class 18 contains 3292 members 
Mstep: Class 19 contains 10921 members 
Mstep: Class 20 contains 44138 members 
Mstep: Class 21 contains 12418 members 
Mstep: Class 22 contains 110687 members 
Mstep: Class 23 contains 21403 members 
Mstep: Class 24 contains 14223 members 
Mstep: Class 25 contains 4838 members 
Mstep: Class 26 contains 4614 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10544 members 
Mstep: Class 29 contains 22557 members 
Mstep: Class 30 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869500.000000 Penalty: 63831.339844
Iteration 76Q: 31 clusters Score -4.08695e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35115 members 
Mstep: Class 2 contains 24662 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1365 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 10524 members 
Mstep: Class 8 contains 42660 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 14383 members 
Mstep: Class 12 contains 2674 members 
Mstep: Class 13 contains 2825 members 
Mstep: Class 14 contains 4978 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 5638 members 
Mstep: Class 17 contains 2989 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10922 members 
Mstep: Class 20 contains 44148 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110676 members 
Mstep: Class 23 contains 21365 members 
Mstep: Class 24 contains 14218 members 
Mstep: Class 25 contains 4843 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10543 members 
Mstep: Class 29 contains 22557 members 
Mstep: Class 30 contains 8260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869504.000000 Penalty: 63831.339844
Iteration 77Q: 31 clusters Score -4.08695e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24667 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1361 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42652 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38283 members 
Mstep: Class 11 contains 14456 members 
Mstep: Class 12 contains 2660 members 
Mstep: Class 13 contains 2827 members 
Mstep: Class 14 contains 4980 members 
Mstep: Class 15 contains 2133 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10926 members 
Mstep: Class 20 contains 44150 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110668 members 
Mstep: Class 23 contains 21314 members 
Mstep: Class 24 contains 14211 members 
Mstep: Class 25 contains 4845 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10541 members 
Mstep: Class 29 contains 22559 members 
Mstep: Class 30 contains 8255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869532.000000 Penalty: 63831.339844
Iteration 78Q: 31 clusters Score -4.086953e+07 nChanged 147
Entering ConstructFrom: 
Score: -40869532.000000 Penalty: 63831.339844
Entering ConstructFrom: 
Trying to split cluster 1 (35114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Entering Unmasked Estep 
Score: -3117185.750000 Penalty: 1700.782715
	Iteration 0F: 2 clusters Score -3117186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -3093584.000000 Penalty: 3401.565430
	Iteration 0F: 3 clusters Score -3093584 nChanged 16162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -3102570.250000 Penalty: 3401.565430
	Iteration 1F: 3 clusters Score -3102570 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -3103062.250000 Penalty: 3401.565430
	Iteration 2Q: 3 clusters Score -3103062 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -3103629.500000 Penalty: 3401.565430
	Iteration 3Q: 3 clusters Score -3103630 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -3104257.750000 Penalty: 3401.565430
	Iteration 4Q: 3 clusters Score -3104258 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3104973.250000 Penalty: 3401.565430
	Iteration 5Q: 3 clusters Score -3104973 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3105973.500000 Penalty: 3401.565430
	Iteration 6F: 3 clusters Score -3105974 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -3107257.000000 Penalty: 3401.565430
	Iteration 7F: 3 clusters Score -3107257 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -3108916.250000 Penalty: 3401.565430
	Iteration 8F: 3 clusters Score -3108916 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 27902 members 
Entering Unmasked Estep 
Score: -3110733.250000 Penalty: 3401.565430
	Iteration 9F: 3 clusters Score -3110733 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -3112112.250000 Penalty: 3401.565430
	Iteration 10Q: 3 clusters Score -3112112 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -3113011.250000 Penalty: 3401.565430
	Iteration 11Q: 3 clusters Score -3113011 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -3113692.250000 Penalty: 3401.565430
	Iteration 12Q: 3 clusters Score -3113692 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 31819 members 
Entering Unmasked Estep 
Score: -3114122.500000 Penalty: 3401.565430
	Iteration 13Q: 3 clusters Score -3114122 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -3114445.500000 Penalty: 3401.565430
	Iteration 14Q: 3 clusters Score -3114446 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -3114675.500000 Penalty: 3401.565430
	Iteration 15Q: 3 clusters Score -3114676 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3114842.250000 Penalty: 3401.565430
	Iteration 16Q: 3 clusters Score -3114842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33279 members 
Entering Unmasked Estep 
Score: -3114976.250000 Penalty: 3401.565430
	Iteration 17Q: 3 clusters Score -3114976 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -3115077.000000 Penalty: 3401.565430
	Iteration 18Q: 3 clusters Score -3115077 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -3115193.250000 Penalty: 3401.565430
	Iteration 19Q: 3 clusters Score -3115193 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -3115303.250000 Penalty: 3401.565430
	Iteration 20F: 3 clusters Score -3115303 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 34070 members 
Entering Unmasked Estep 
Score: -3115388.750000 Penalty: 3401.565430
	Iteration 21Q: 3 clusters Score -3115389 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -3115442.250000 Penalty: 3401.565430
	Iteration 22Q: 3 clusters Score -3115442 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -3115500.250000 Penalty: 3401.565430
	Iteration 23Q: 3 clusters Score -3115500 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -3115544.750000 Penalty: 3401.565430
	Iteration 24Q: 3 clusters Score -3115545 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 34414 members 
Entering Unmasked Estep 
Score: -3115567.250000 Penalty: 3401.565430
	Iteration 25Q: 3 clusters Score -3115567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34448 members 
Entering Unmasked Estep 
Score: -3115577.250000 Penalty: 3401.565430
	Iteration 26Q: 3 clusters Score -3115577 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3115597.750000 Penalty: 3401.565430
	Iteration 27Q: 3 clusters Score -3115598 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 34507 members 
Entering Unmasked Estep 
Score: -3115606.250000 Penalty: 3401.565430
	Iteration 28Q: 3 clusters Score -3115606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 34525 members 
Entering Unmasked Estep 
Score: -3115621.250000 Penalty: 3401.565430
	Iteration 29Q: 3 clusters Score -3115621 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -3115628.000000 Penalty: 3401.565430
	Iteration 30Q: 3 clusters Score -3115628 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -3115643.750000 Penalty: 3401.565430
	Iteration 31Q: 3 clusters Score -3115644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 34591 members 
Entering Unmasked Estep 
Score: -3115654.000000 Penalty: 3401.565430
	Iteration 32Q: 3 clusters Score -3115654 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -3115666.750000 Penalty: 3401.565430
	Iteration 33Q: 3 clusters Score -3115667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -3115669.750000 Penalty: 3401.565430
	Iteration 34Q: 3 clusters Score -3115670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 34633 members 
Entering Unmasked Estep 
Score: -3115681.000000 Penalty: 3401.565430
	Iteration 35Q: 3 clusters Score -3115681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -3115692.250000 Penalty: 3401.565430
	Iteration 36Q: 3 clusters Score -3115692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -3115697.500000 Penalty: 3401.565430
	Iteration 37Q: 3 clusters Score -3115698 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 34661 members 
Entering Unmasked Estep 
Score: -3115703.000000 Penalty: 3401.565430
	Iteration 38Q: 3 clusters Score -3115703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -3115710.500000 Penalty: 3401.565430
	Iteration 39Q: 3 clusters Score -3115710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -3115709.500000 Penalty: 3401.565430
	Iteration 40F: 3 clusters Score -3115710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -3115718.000000 Penalty: 3401.565430
	Iteration 41Q: 3 clusters Score -3115718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -3115719.500000 Penalty: 3401.565430
	Iteration 42Q: 3 clusters Score -3115720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -3115726.750000 Penalty: 3401.565430
	Iteration 43Q: 3 clusters Score -3115727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -3115730.750000 Penalty: 3401.565430
	Iteration 44Q: 3 clusters Score -3115731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -3115732.000000 Penalty: 3401.565430
	Iteration 45Q: 3 clusters Score -3115732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -3115737.750000 Penalty: 3401.565430
	Iteration 46Q: 3 clusters Score -3115738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3115737.750000 Penalty: 3401.565430
	Iteration 47Q: 3 clusters Score -3115738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3115737.750000 Penalty: 3401.565430
	Iteration 48F: 3 clusters Score -3115738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Entering Unmasked Estep 
Score: -2148828.500000 Penalty: 1643.424805
	Iteration 0F: 2 clusters Score -2148828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -2132084.500000 Penalty: 3286.849609
	Iteration 0F: 3 clusters Score -2132084 nChanged 11356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2138255.500000 Penalty: 3286.849609
	Iteration 1F: 3 clusters Score -2138256 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2138668.000000 Penalty: 3286.849609
	Iteration 2Q: 3 clusters Score -2138668 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2139048.500000 Penalty: 3286.849609
	Iteration 3Q: 3 clusters Score -2139048 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -2139488.500000 Penalty: 3286.849609
	Iteration 4Q: 3 clusters Score -2139488 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -2140047.500000 Penalty: 3286.849609
	Iteration 5Q: 3 clusters Score -2140048 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2140745.750000 Penalty: 3286.849609
	Iteration 6F: 3 clusters Score -2140746 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2141522.750000 Penalty: 3286.849609
	Iteration 7F: 3 clusters Score -2141523 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2142344.250000 Penalty: 3286.849609
	Iteration 8F: 3 clusters Score -2142344 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2143166.250000 Penalty: 3286.849609
	Iteration 9F: 3 clusters Score -2143166 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -2143847.500000 Penalty: 3286.849609
	Iteration 10Q: 3 clusters Score -2143848 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -2144328.750000 Penalty: 3286.849609
	Iteration 11Q: 3 clusters Score -2144329 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2144623.250000 Penalty: 3286.849609
	Iteration 12Q: 3 clusters Score -2144623 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -2144809.000000 Penalty: 3286.849609
	Iteration 13Q: 3 clusters Score -2144809 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2144970.750000 Penalty: 3286.849609
	Iteration 14Q: 3 clusters Score -2144971 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2145140.000000 Penalty: 3286.849609
	Iteration 15Q: 3 clusters Score -2145140 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2145307.000000 Penalty: 3286.849609
	Iteration 16Q: 3 clusters Score -2145307 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2145530.750000 Penalty: 3286.849609
	Iteration 17Q: 3 clusters Score -2145531 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2145745.500000 Penalty: 3286.849609
	Iteration 18Q: 3 clusters Score -2145746 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2145985.750000 Penalty: 3286.849609
	Iteration 19Q: 3 clusters Score -2145986 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2146181.750000 Penalty: 3286.849609
	Iteration 20F: 3 clusters Score -2146182 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2146356.000000 Penalty: 3286.849609
	Iteration 21Q: 3 clusters Score -2146356 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2146510.500000 Penalty: 3286.849609
	Iteration 22Q: 3 clusters Score -2146510 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2146619.250000 Penalty: 3286.849609
	Iteration 23Q: 3 clusters Score -2146619 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2146712.500000 Penalty: 3286.849609
	Iteration 24Q: 3 clusters Score -2146712 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2146795.750000 Penalty: 3286.849609
	Iteration 25Q: 3 clusters Score -2146796 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2146881.250000 Penalty: 3286.849609
	Iteration 26Q: 3 clusters Score -2146881 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2146946.000000 Penalty: 3286.849609
	Iteration 27Q: 3 clusters Score -2146946 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2147012.000000 Penalty: 3286.849609
	Iteration 28Q: 3 clusters Score -2147012 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2147062.000000 Penalty: 3286.849609
	Iteration 29Q: 3 clusters Score -2147062 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2147108.750000 Penalty: 3286.849609
	Iteration 30Q: 3 clusters Score -2147109 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2147140.000000 Penalty: 3286.849609
	Iteration 31Q: 3 clusters Score -2147140 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2147177.250000 Penalty: 3286.849609
	Iteration 32Q: 3 clusters Score -2147177 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2147216.750000 Penalty: 3286.849609
	Iteration 33Q: 3 clusters Score -2147217 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2147261.750000 Penalty: 3286.849609
	Iteration 34Q: 3 clusters Score -2147262 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2147296.000000 Penalty: 3286.849609
	Iteration 35Q: 3 clusters Score -2147296 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -2147325.750000 Penalty: 3286.849609
	Iteration 36Q: 3 clusters Score -2147326 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2147344.500000 Penalty: 3286.849609
	Iteration 37Q: 3 clusters Score -2147344 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2147357.000000 Penalty: 3286.849609
	Iteration 38Q: 3 clusters Score -2147357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -2147366.750000 Penalty: 3286.849609
	Iteration 39Q: 3 clusters Score -2147367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2147372.750000 Penalty: 3286.849609
	Iteration 40F: 3 clusters Score -2147373 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2147390.000000 Penalty: 3286.849609
	Iteration 41Q: 3 clusters Score -2147390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -2147389.000000 Penalty: 3286.849609
	Iteration 42Q: 3 clusters Score -2147389 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2147402.750000 Penalty: 3286.849609
	Iteration 43Q: 3 clusters Score -2147403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2147407.250000 Penalty: 3286.849609
	Iteration 44Q: 3 clusters Score -2147407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -2147418.500000 Penalty: 3286.849609
	Iteration 45Q: 3 clusters Score -2147418 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2147419.500000 Penalty: 3286.849609
	Iteration 46Q: 3 clusters Score -2147420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2147416.500000 Penalty: 3286.849609
	Iteration 47Q: 3 clusters Score -2147416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2147415.000000 Penalty: 3286.849609
	Iteration 48Q: 3 clusters Score -2147415 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -2147422.500000 Penalty: 3286.849609
	Iteration 49Q: 3 clusters Score -2147422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2147425.500000 Penalty: 3286.849609
	Iteration 50Q: 3 clusters Score -2147426 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2147429.000000 Penalty: 3286.849609
	Iteration 51Q: 3 clusters Score -2147429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -2147431.250000 Penalty: 3286.849609
	Iteration 52Q: 3 clusters Score -2147431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -2147430.000000 Penalty: 3286.849609
	Iteration 53Q: 3 clusters Score -2147430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -2147434.250000 Penalty: 3286.849609
	Iteration 54Q: 3 clusters Score -2147434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -2147431.000000 Penalty: 3286.849609
	Iteration 55Q: 3 clusters Score -2147431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2147429.000000 Penalty: 3286.849609
	Iteration 56Q: 3 clusters Score -2147429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -2147432.500000 Penalty: 3286.849609
	Iteration 57Q: 3 clusters Score -2147432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -2147426.750000 Penalty: 3286.849609
	Iteration 58Q: 3 clusters Score -2147427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -2147426.500000 Penalty: 3286.849609
	Iteration 59Q: 3 clusters Score -2147426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -2147429.000000 Penalty: 3286.849609
	Iteration 60F: 3 clusters Score -2147429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -2147429.250000 Penalty: 3286.849609
	Iteration 61Q: 3 clusters Score -2147429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2147430.750000 Penalty: 3286.849609
	Iteration 62Q: 3 clusters Score -2147431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -2147426.500000 Penalty: 3286.849609
	Iteration 63Q: 3 clusters Score -2147426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2147437.000000 Penalty: 3286.849609
	Iteration 64Q: 3 clusters Score -2147437 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -2147439.000000 Penalty: 3286.849609
	Iteration 65Q: 3 clusters Score -2147439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2147447.750000 Penalty: 3286.849609
	Iteration 66Q: 3 clusters Score -2147448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2147450.500000 Penalty: 3286.849609
	Iteration 67Q: 3 clusters Score -2147450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -2147460.500000 Penalty: 3286.849609
	Iteration 68Q: 3 clusters Score -2147460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2147464.500000 Penalty: 3286.849609
	Iteration 69Q: 3 clusters Score -2147464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -2147464.500000 Penalty: 3286.849609
	Iteration 70Q: 3 clusters Score -2147464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -2147467.500000 Penalty: 3286.849609
	Iteration 71Q: 3 clusters Score -2147468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2147462.500000 Penalty: 3286.849609
	Iteration 72Q: 3 clusters Score -2147462 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2147475.250000 Penalty: 3286.849609
	Iteration 73Q: 3 clusters Score -2147475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -2147477.250000 Penalty: 3286.849609
	Iteration 74Q: 3 clusters Score -2147477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2147476.750000 Penalty: 3286.849609
	Iteration 75Q: 3 clusters Score -2147477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -2147473.000000 Penalty: 3286.849609
	Iteration 76Q: 3 clusters Score -2147473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -2147477.000000 Penalty: 3286.849609
	Iteration 77Q: 3 clusters Score -2147477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -2147478.750000 Penalty: 3286.849609
	Iteration 78Q: 3 clusters Score -2147479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -2147476.500000 Penalty: 3286.849609
	Iteration 79Q: 3 clusters Score -2147476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -2147481.500000 Penalty: 3286.849609
	Iteration 80F: 3 clusters Score -2147482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -2147478.250000 Penalty: 3286.849609
	Iteration 81Q: 3 clusters Score -2147478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2147481.250000 Penalty: 3286.849609
	Iteration 82Q: 3 clusters Score -2147481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2147486.000000 Penalty: 3286.849609
	Iteration 83Q: 3 clusters Score -2147486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2147480.750000 Penalty: 3286.849609
	Iteration 84Q: 3 clusters Score -2147481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -2147484.250000 Penalty: 3286.849609
	Iteration 85Q: 3 clusters Score -2147484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -2147486.000000 Penalty: 3286.849609
	Iteration 86Q: 3 clusters Score -2147486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -2147486.500000 Penalty: 3286.849609
	Iteration 87Q: 3 clusters Score -2147486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 19976 members 
Entering Unmasked Estep 
Score: -2147488.000000 Penalty: 3286.849609
	Iteration 88Q: 3 clusters Score -2147488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2147486.250000 Penalty: 3286.849609
	Iteration 89Q: 3 clusters Score -2147486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 19998 members 
Entering Unmasked Estep 
Score: -2147490.250000 Penalty: 3286.849609
	Iteration 90Q: 3 clusters Score -2147490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2147494.750000 Penalty: 3286.849609
	Iteration 91Q: 3 clusters Score -2147495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2147490.250000 Penalty: 3286.849609
	Iteration 92Q: 3 clusters Score -2147490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2147494.000000 Penalty: 3286.849609
	Iteration 93Q: 3 clusters Score -2147494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2147493.250000 Penalty: 3286.849609
	Iteration 94Q: 3 clusters Score -2147493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -2147493.500000 Penalty: 3286.849609
	Iteration 95Q: 3 clusters Score -2147494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -2147496.500000 Penalty: 3286.849609
	Iteration 96Q: 3 clusters Score -2147496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -2147498.000000 Penalty: 3286.849609
	Iteration 97Q: 3 clusters Score -2147498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2147498.750000 Penalty: 3286.849609
	Iteration 98Q: 3 clusters Score -2147499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2147499.750000 Penalty: 3286.849609
	Iteration 99Q: 3 clusters Score -2147500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2147501.000000 Penalty: 3286.849609
	Iteration 100F: 3 clusters Score -2147501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2147499.750000 Penalty: 3286.849609
	Iteration 101Q: 3 clusters Score -2147500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2147495.750000 Penalty: 3286.849609
	Iteration 102Q: 3 clusters Score -2147496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2147496.500000 Penalty: 3286.849609
	Iteration 103Q: 3 clusters Score -2147496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2147498.000000 Penalty: 3286.849609
	Iteration 104Q: 3 clusters Score -2147498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -2147497.250000 Penalty: 3286.849609
	Iteration 105Q: 3 clusters Score -2147497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -2147504.750000 Penalty: 3286.849609
	Iteration 106Q: 3 clusters Score -2147505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2147505.000000 Penalty: 3286.849609
	Iteration 107Q: 3 clusters Score -2147505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -2147502.250000 Penalty: 3286.849609
	Iteration 108Q: 3 clusters Score -2147502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2147502.000000 Penalty: 3286.849609
	Iteration 109Q: 3 clusters Score -2147502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -2147503.000000 Penalty: 3286.849609
	Iteration 110Q: 3 clusters Score -2147503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2147505.750000 Penalty: 3286.849609
	Iteration 111Q: 3 clusters Score -2147506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -2147504.250000 Penalty: 3286.849609
	Iteration 112Q: 3 clusters Score -2147504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2147502.000000 Penalty: 3286.849609
	Iteration 113Q: 3 clusters Score -2147502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2147497.250000 Penalty: 3286.849609
	Iteration 114Q: 3 clusters Score -2147497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2147499.000000 Penalty: 3286.849609
	Iteration 115Q: 3 clusters Score -2147499 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2147500.500000 Penalty: 3286.849609
	Iteration 116Q: 3 clusters Score -2147500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -2147501.250000 Penalty: 3286.849609
	Iteration 117Q: 3 clusters Score -2147501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2147503.250000 Penalty: 3286.849609
	Iteration 118Q: 3 clusters Score -2147503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2147501.750000 Penalty: 3286.849609
	Iteration 119Q: 3 clusters Score -2147502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2147502.000000 Penalty: 3286.849609
	Iteration 120F: 3 clusters Score -2147502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2147503.000000 Penalty: 3286.849609
	Iteration 121Q: 3 clusters Score -2147503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2147502.250000 Penalty: 3286.849609
	Iteration 122Q: 3 clusters Score -2147502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2147503.500000 Penalty: 3286.849609
	Iteration 123Q: 3 clusters Score -2147504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 20208 members 
Entering Unmasked Estep 
Score: -2147501.750000 Penalty: 3286.849609
	Iteration 124Q: 3 clusters Score -2147502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2147501.750000 Penalty: 3286.849609
	Iteration 125Q: 3 clusters Score -2147502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -2147503.750000 Penalty: 3286.849609
	Iteration 126Q: 3 clusters Score -2147504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2147505.250000 Penalty: 3286.849609
	Iteration 127Q: 3 clusters Score -2147505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2147508.000000 Penalty: 3286.849609
	Iteration 128Q: 3 clusters Score -2147508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2147505.500000 Penalty: 3286.849609
	Iteration 129Q: 3 clusters Score -2147506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -2147504.000000 Penalty: 3286.849609
	Iteration 130Q: 3 clusters Score -2147504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2147505.250000 Penalty: 3286.849609
	Iteration 131Q: 3 clusters Score -2147505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -2147509.250000 Penalty: 3286.849609
	Iteration 132Q: 3 clusters Score -2147509 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2147508.750000 Penalty: 3286.849609
	Iteration 133Q: 3 clusters Score -2147509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2147508.750000 Penalty: 3286.849609
	Iteration 134F: 3 clusters Score -2147509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Entering Unmasked Estep 
Score: -302694.843750 Penalty: 1327.701050
	Iteration 0F: 2 clusters Score -302694.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -299647.218750 Penalty: 2655.402100
	Iteration 0F: 3 clusters Score -299647.2 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -300411.906250 Penalty: 2655.402100
	Iteration 1F: 3 clusters Score -300411.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -300601.718750 Penalty: 2655.402100
	Iteration 2F: 3 clusters Score -300601.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -300768.406250 Penalty: 2655.402100
	Iteration 3F: 3 clusters Score -300768.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -301006.812500 Penalty: 2655.402100
	Iteration 4F: 3 clusters Score -301006.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -301270.562500 Penalty: 2655.402100
	Iteration 5F: 3 clusters Score -301270.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -301531.312500 Penalty: 2655.402100
	Iteration 6F: 3 clusters Score -301531.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -301732.312500 Penalty: 2655.402100
	Iteration 7F: 3 clusters Score -301732.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -301874.281250 Penalty: 2655.402100
	Iteration 8Q: 3 clusters Score -301874.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -301950.875000 Penalty: 2655.402100
	Iteration 9Q: 3 clusters Score -301950.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -302006.875000 Penalty: 2655.402100
	Iteration 10Q: 3 clusters Score -302006.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -302056.656250 Penalty: 2655.402100
	Iteration 11Q: 3 clusters Score -302056.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -302095.062500 Penalty: 2655.402100
	Iteration 12Q: 3 clusters Score -302095.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -302122.187500 Penalty: 2655.402100
	Iteration 13Q: 3 clusters Score -302122.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -302139.281250 Penalty: 2655.402100
	Iteration 14Q: 3 clusters Score -302139.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -302145.968750 Penalty: 2655.402100
	Iteration 15Q: 3 clusters Score -302146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -302149.750000 Penalty: 2655.402100
	Iteration 16Q: 3 clusters Score -302149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -302151.687500 Penalty: 2655.402100
	Iteration 17Q: 3 clusters Score -302151.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -302152.875000 Penalty: 2655.402100
	Iteration 18Q: 3 clusters Score -302152.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -302152.875000 Penalty: 2655.402100
	Iteration 19F: 3 clusters Score -302152.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Entering Unmasked Estep 
Score: -90586.031250 Penalty: 1172.237427
	Iteration 0F: 2 clusters Score -90586.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -88996.242188 Penalty: 2344.474854
	Iteration 0F: 3 clusters Score -88996.24 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -89587.007812 Penalty: 2344.474854
	Iteration 1F: 3 clusters Score -89587.01 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -89851.828125 Penalty: 2344.474854
	Iteration 2F: 3 clusters Score -89851.83 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -90047.906250 Penalty: 2344.474854
	Iteration 3F: 3 clusters Score -90047.91 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90182.851562 Penalty: 2344.474854
	Iteration 4F: 3 clusters Score -90182.85 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -90248.882812 Penalty: 2344.474854
	Iteration 5Q: 3 clusters Score -90248.88 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90280.257812 Penalty: 2344.474854
	Iteration 6Q: 3 clusters Score -90280.26 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -90306.578125 Penalty: 2344.474854
	Iteration 7Q: 3 clusters Score -90306.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90339.789062 Penalty: 2344.474854
	Iteration 8Q: 3 clusters Score -90339.79 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -90371.484375 Penalty: 2344.474854
	Iteration 9Q: 3 clusters Score -90371.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -90408.539062 Penalty: 2344.474854
	Iteration 10Q: 3 clusters Score -90408.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -90442.585938 Penalty: 2344.474854
	Iteration 11Q: 3 clusters Score -90442.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -90492.898438 Penalty: 2344.474854
	Iteration 12Q: 3 clusters Score -90492.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -90535.125000 Penalty: 2344.474854
	Iteration 13Q: 3 clusters Score -90535.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -90560.289062 Penalty: 2344.474854
	Iteration 14Q: 3 clusters Score -90560.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -90577.367188 Penalty: 2344.474854
	Iteration 15Q: 3 clusters Score -90577.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90582.867188 Penalty: 2344.474854
	Iteration 16Q: 3 clusters Score -90582.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -90591.328125 Penalty: 2344.474854
	Iteration 17Q: 3 clusters Score -90591.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -90606.789062 Penalty: 2344.474854
	Iteration 18Q: 3 clusters Score -90606.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90630.203125 Penalty: 2344.474854
	Iteration 19Q: 3 clusters Score -90630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90644.718750 Penalty: 2344.474854
	Iteration 20F: 3 clusters Score -90644.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -90656.140625 Penalty: 2344.474854
	Iteration 21Q: 3 clusters Score -90656.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -90677.179688 Penalty: 2344.474854
	Iteration 22Q: 3 clusters Score -90677.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90694.546875 Penalty: 2344.474854
	Iteration 23Q: 3 clusters Score -90694.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -90717.929688 Penalty: 2344.474854
	Iteration 24Q: 3 clusters Score -90717.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -90739.265625 Penalty: 2344.474854
	Iteration 25Q: 3 clusters Score -90739.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -90754.320312 Penalty: 2344.474854
	Iteration 26Q: 3 clusters Score -90754.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -90766.484375 Penalty: 2344.474854
	Iteration 27Q: 3 clusters Score -90766.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -90774.601562 Penalty: 2344.474854
	Iteration 28Q: 3 clusters Score -90774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -90779.093750 Penalty: 2344.474854
	Iteration 29Q: 3 clusters Score -90779.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -90786.656250 Penalty: 2344.474854
	Iteration 30Q: 3 clusters Score -90786.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -90791.031250 Penalty: 2344.474854
	Iteration 31Q: 3 clusters Score -90791.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -90792.664062 Penalty: 2344.474854
	Iteration 32Q: 3 clusters Score -90792.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -90795.695312 Penalty: 2344.474854
	Iteration 33Q: 3 clusters Score -90795.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -90797.390625 Penalty: 2344.474854
	Iteration 34Q: 3 clusters Score -90797.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -90798.234375 Penalty: 2344.474854
	Iteration 35Q: 3 clusters Score -90798.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -90801.351562 Penalty: 2344.474854
	Iteration 36Q: 3 clusters Score -90801.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -90801.937500 Penalty: 2344.474854
	Iteration 37Q: 3 clusters Score -90801.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -90803.054688 Penalty: 2344.474854
	Iteration 38Q: 3 clusters Score -90803.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -90803.976562 Penalty: 2344.474854
	Iteration 39Q: 3 clusters Score -90803.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -90804.078125 Penalty: 2344.474854
	Iteration 40F: 3 clusters Score -90804.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -90804.578125 Penalty: 2344.474854
	Iteration 41Q: 3 clusters Score -90804.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -90806.679688 Penalty: 2344.474854
	Iteration 42Q: 3 clusters Score -90806.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -90814.007812 Penalty: 2344.474854
	Iteration 43Q: 3 clusters Score -90814.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -90815.414062 Penalty: 2344.474854
	Iteration 44Q: 3 clusters Score -90815.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90816.343750 Penalty: 2344.474854
	Iteration 45Q: 3 clusters Score -90816.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -90817.031250 Penalty: 2344.474854
	Iteration 46Q: 3 clusters Score -90817.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -90817.031250 Penalty: 2344.474854
	Iteration 47F: 3 clusters Score -90817.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 682 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 21277 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 676 members 
Entering Unmasked Estep 
Score: -40868752.000000 Penalty: 65959.046875
Splitting cluster 4 changes total score from -40869532.000000 to -40868752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (4241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Entering Unmasked Estep 
Score: -371021.750000 Penalty: 1357.290039
	Iteration 0F: 2 clusters Score -371021.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -367546.687500 Penalty: 2714.580078
	Iteration 0F: 3 clusters Score -367546.7 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -368505.031250 Penalty: 2714.580078
	Iteration 1F: 3 clusters Score -368505 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -368665.000000 Penalty: 2714.580078
	Iteration 2F: 3 clusters Score -368665 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -368785.125000 Penalty: 2714.580078
	Iteration 3Q: 3 clusters Score -368785.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -368866.343750 Penalty: 2714.580078
	Iteration 4Q: 3 clusters Score -368866.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -368950.531250 Penalty: 2714.580078
	Iteration 5Q: 3 clusters Score -368950.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -369029.906250 Penalty: 2714.580078
	Iteration 6Q: 3 clusters Score -369029.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -369111.656250 Penalty: 2714.580078
	Iteration 7Q: 3 clusters Score -369111.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -369191.968750 Penalty: 2714.580078
	Iteration 8Q: 3 clusters Score -369192 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -369241.937500 Penalty: 2714.580078
	Iteration 9Q: 3 clusters Score -369241.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -369289.312500 Penalty: 2714.580078
	Iteration 10Q: 3 clusters Score -369289.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -369347.593750 Penalty: 2714.580078
	Iteration 11Q: 3 clusters Score -369347.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -369396.312500 Penalty: 2714.580078
	Iteration 12Q: 3 clusters Score -369396.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -369428.437500 Penalty: 2714.580078
	Iteration 13Q: 3 clusters Score -369428.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -369470.562500 Penalty: 2714.580078
	Iteration 14Q: 3 clusters Score -369470.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -369515.406250 Penalty: 2714.580078
	Iteration 15Q: 3 clusters Score -369515.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -369559.875000 Penalty: 2714.580078
	Iteration 16Q: 3 clusters Score -369559.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -369596.031250 Penalty: 2714.580078
	Iteration 17Q: 3 clusters Score -369596 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -369627.375000 Penalty: 2714.580078
	Iteration 18Q: 3 clusters Score -369627.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -369653.968750 Penalty: 2714.580078
	Iteration 19Q: 3 clusters Score -369654 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -369676.093750 Penalty: 2714.580078
	Iteration 20F: 3 clusters Score -369676.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -369691.093750 Penalty: 2714.580078
	Iteration 21Q: 3 clusters Score -369691.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -369702.218750 Penalty: 2714.580078
	Iteration 22Q: 3 clusters Score -369702.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -369712.968750 Penalty: 2714.580078
	Iteration 23Q: 3 clusters Score -369713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -369720.343750 Penalty: 2714.580078
	Iteration 24Q: 3 clusters Score -369720.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -369725.593750 Penalty: 2714.580078
	Iteration 25Q: 3 clusters Score -369725.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -369732.437500 Penalty: 2714.580078
	Iteration 26Q: 3 clusters Score -369732.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -369738.781250 Penalty: 2714.580078
	Iteration 27Q: 3 clusters Score -369738.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -369743.750000 Penalty: 2714.580078
	Iteration 28Q: 3 clusters Score -369743.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -369749.968750 Penalty: 2714.580078
	Iteration 29Q: 3 clusters Score -369750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -369756.375000 Penalty: 2714.580078
	Iteration 30Q: 3 clusters Score -369756.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -369774.031250 Penalty: 2714.580078
	Iteration 31Q: 3 clusters Score -369774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -369822.343750 Penalty: 2714.580078
	Iteration 32Q: 3 clusters Score -369822.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -369886.000000 Penalty: 2714.580078
	Iteration 33Q: 3 clusters Score -369886 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -369939.125000 Penalty: 2714.580078
	Iteration 34Q: 3 clusters Score -369939.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -369981.468750 Penalty: 2714.580078
	Iteration 35Q: 3 clusters Score -369981.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -370009.843750 Penalty: 2714.580078
	Iteration 36Q: 3 clusters Score -370009.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -370041.906250 Penalty: 2714.580078
	Iteration 37Q: 3 clusters Score -370041.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -370056.750000 Penalty: 2714.580078
	Iteration 38Q: 3 clusters Score -370056.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -370071.062500 Penalty: 2714.580078
	Iteration 39Q: 3 clusters Score -370071.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -370085.687500 Penalty: 2714.580078
	Iteration 40F: 3 clusters Score -370085.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -370096.031250 Penalty: 2714.580078
	Iteration 41Q: 3 clusters Score -370096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -370100.312500 Penalty: 2714.580078
	Iteration 42Q: 3 clusters Score -370100.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -370102.593750 Penalty: 2714.580078
	Iteration 43Q: 3 clusters Score -370102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -370103.718750 Penalty: 2714.580078
	Iteration 44Q: 3 clusters Score -370103.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -370104.281250 Penalty: 2714.580078
	Iteration 45Q: 3 clusters Score -370104.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -370107.375000 Penalty: 2714.580078
	Iteration 46Q: 3 clusters Score -370107.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -370109.593750 Penalty: 2714.580078
	Iteration 47Q: 3 clusters Score -370109.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -370111.375000 Penalty: 2714.580078
	Iteration 48Q: 3 clusters Score -370111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -370111.718750 Penalty: 2714.580078
	Iteration 49Q: 3 clusters Score -370111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -370113.218750 Penalty: 2714.580078
	Iteration 50Q: 3 clusters Score -370113.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -370113.875000 Penalty: 2714.580078
	Iteration 51Q: 3 clusters Score -370113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -370115.781250 Penalty: 2714.580078
	Iteration 52Q: 3 clusters Score -370115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -370117.062500 Penalty: 2714.580078
	Iteration 53Q: 3 clusters Score -370117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -370117.093750 Penalty: 2714.580078
	Iteration 54Q: 3 clusters Score -370117.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -370117.093750 Penalty: 2714.580078
	Iteration 55F: 3 clusters Score -370117.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -104964.296875 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -104964.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -103234.843750 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -103234.8 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -103655.984375 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -103656 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -103791.312500 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -103791.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -103923.585938 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -103923.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -104008.968750 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -104009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -104062.585938 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -104062.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -104112.171875 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -104112.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104146.781250 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -104146.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -104176.109375 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -104176.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104211.015625 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -104211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -104234.781250 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -104234.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104253.507812 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -104253.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104279.539062 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -104279.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104300.242188 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -104300.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -104329.515625 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -104329.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -104353.953125 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -104354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -104376.359375 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -104376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -104384.335938 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -104384.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -104390.179688 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -104390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104397.664062 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -104397.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104403.640625 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -104403.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104419.359375 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -104419.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104440.617188 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -104440.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104470.171875 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -104470.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104485.937500 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -104485.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104495.257812 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -104495.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104508.773438 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -104508.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104519.867188 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -104519.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104529.796875 Penalty: 2372.434082
	Iteration 28Q: 3 clusters Score -104529.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104536.539062 Penalty: 2372.434082
	Iteration 29Q: 3 clusters Score -104536.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104538.976562 Penalty: 2372.434082
	Iteration 30Q: 3 clusters Score -104539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104539.968750 Penalty: 2372.434082
	Iteration 31Q: 3 clusters Score -104540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104539.968750 Penalty: 2372.434082
	Iteration 32F: 3 clusters Score -104540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Entering Unmasked Estep 
Score: -814594.375000 Penalty: 1504.902588
	Iteration 0F: 2 clusters Score -814594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -807018.125000 Penalty: 3009.805176
	Iteration 0F: 3 clusters Score -807018.1 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -809663.750000 Penalty: 3009.805176
	Iteration 1F: 3 clusters Score -809663.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -810134.187500 Penalty: 3009.805176
	Iteration 2F: 3 clusters Score -810134.2 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -810601.000000 Penalty: 3009.805176
	Iteration 3F: 3 clusters Score -810601 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -811063.250000 Penalty: 3009.805176
	Iteration 4F: 3 clusters Score -811063.2 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -811497.250000 Penalty: 3009.805176
	Iteration 5F: 3 clusters Score -811497.2 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -811914.125000 Penalty: 3009.805176
	Iteration 6F: 3 clusters Score -811914.1 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -812285.875000 Penalty: 3009.805176
	Iteration 7F: 3 clusters Score -812285.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -812581.187500 Penalty: 3009.805176
	Iteration 8Q: 3 clusters Score -812581.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -812767.812500 Penalty: 3009.805176
	Iteration 9Q: 3 clusters Score -812767.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -812896.187500 Penalty: 3009.805176
	Iteration 10Q: 3 clusters Score -812896.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -812970.562500 Penalty: 3009.805176
	Iteration 11Q: 3 clusters Score -812970.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -813023.687500 Penalty: 3009.805176
	Iteration 12Q: 3 clusters Score -813023.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -813065.687500 Penalty: 3009.805176
	Iteration 13Q: 3 clusters Score -813065.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -813094.437500 Penalty: 3009.805176
	Iteration 14Q: 3 clusters Score -813094.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -813119.875000 Penalty: 3009.805176
	Iteration 15Q: 3 clusters Score -813119.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -813153.062500 Penalty: 3009.805176
	Iteration 16Q: 3 clusters Score -813153.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -813191.000000 Penalty: 3009.805176
	Iteration 17Q: 3 clusters Score -813191 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -813231.250000 Penalty: 3009.805176
	Iteration 18Q: 3 clusters Score -813231.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -813271.000000 Penalty: 3009.805176
	Iteration 19Q: 3 clusters Score -813271 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -813301.000000 Penalty: 3009.805176
	Iteration 20F: 3 clusters Score -813301 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -813327.625000 Penalty: 3009.805176
	Iteration 21Q: 3 clusters Score -813327.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -813355.562500 Penalty: 3009.805176
	Iteration 22Q: 3 clusters Score -813355.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -813391.750000 Penalty: 3009.805176
	Iteration 23Q: 3 clusters Score -813391.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -813427.625000 Penalty: 3009.805176
	Iteration 24Q: 3 clusters Score -813427.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -813468.187500 Penalty: 3009.805176
	Iteration 25Q: 3 clusters Score -813468.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -813513.562500 Penalty: 3009.805176
	Iteration 26Q: 3 clusters Score -813513.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -813569.750000 Penalty: 3009.805176
	Iteration 27Q: 3 clusters Score -813569.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -813610.125000 Penalty: 3009.805176
	Iteration 28Q: 3 clusters Score -813610.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -813653.812500 Penalty: 3009.805176
	Iteration 29Q: 3 clusters Score -813653.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -813704.437500 Penalty: 3009.805176
	Iteration 30Q: 3 clusters Score -813704.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -813756.812500 Penalty: 3009.805176
	Iteration 31Q: 3 clusters Score -813756.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -813797.625000 Penalty: 3009.805176
	Iteration 32Q: 3 clusters Score -813797.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -813835.125000 Penalty: 3009.805176
	Iteration 33Q: 3 clusters Score -813835.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -813866.562500 Penalty: 3009.805176
	Iteration 34Q: 3 clusters Score -813866.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -813888.875000 Penalty: 3009.805176
	Iteration 35Q: 3 clusters Score -813888.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -813915.562500 Penalty: 3009.805176
	Iteration 36Q: 3 clusters Score -813915.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -813945.375000 Penalty: 3009.805176
	Iteration 37Q: 3 clusters Score -813945.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -813970.187500 Penalty: 3009.805176
	Iteration 38Q: 3 clusters Score -813970.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -813990.000000 Penalty: 3009.805176
	Iteration 39Q: 3 clusters Score -813990 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -814002.750000 Penalty: 3009.805176
	Iteration 40F: 3 clusters Score -814002.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -814016.312500 Penalty: 3009.805176
	Iteration 41Q: 3 clusters Score -814016.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -814026.562500 Penalty: 3009.805176
	Iteration 42Q: 3 clusters Score -814026.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -814038.625000 Penalty: 3009.805176
	Iteration 43Q: 3 clusters Score -814038.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -814060.000000 Penalty: 3009.805176
	Iteration 44Q: 3 clusters Score -814060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -814076.437500 Penalty: 3009.805176
	Iteration 45Q: 3 clusters Score -814076.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -814095.375000 Penalty: 3009.805176
	Iteration 46Q: 3 clusters Score -814095.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -814119.250000 Penalty: 3009.805176
	Iteration 47Q: 3 clusters Score -814119.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -814144.812500 Penalty: 3009.805176
	Iteration 48Q: 3 clusters Score -814144.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -814166.125000 Penalty: 3009.805176
	Iteration 49Q: 3 clusters Score -814166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -814185.812500 Penalty: 3009.805176
	Iteration 50Q: 3 clusters Score -814185.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -814200.187500 Penalty: 3009.805176
	Iteration 51Q: 3 clusters Score -814200.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -814209.437500 Penalty: 3009.805176
	Iteration 52Q: 3 clusters Score -814209.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -814221.000000 Penalty: 3009.805176
	Iteration 53Q: 3 clusters Score -814221 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -814230.062500 Penalty: 3009.805176
	Iteration 54Q: 3 clusters Score -814230.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -814239.375000 Penalty: 3009.805176
	Iteration 55Q: 3 clusters Score -814239.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -814244.875000 Penalty: 3009.805176
	Iteration 56Q: 3 clusters Score -814244.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -814245.312500 Penalty: 3009.805176
	Iteration 57Q: 3 clusters Score -814245.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -814248.812500 Penalty: 3009.805176
	Iteration 58Q: 3 clusters Score -814248.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -814254.187500 Penalty: 3009.805176
	Iteration 59Q: 3 clusters Score -814254.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -814260.062500 Penalty: 3009.805176
	Iteration 60F: 3 clusters Score -814260.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -814265.437500 Penalty: 3009.805176
	Iteration 61Q: 3 clusters Score -814265.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -814275.562500 Penalty: 3009.805176
	Iteration 62Q: 3 clusters Score -814275.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -814282.125000 Penalty: 3009.805176
	Iteration 63Q: 3 clusters Score -814282.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -814286.125000 Penalty: 3009.805176
	Iteration 64Q: 3 clusters Score -814286.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -814292.125000 Penalty: 3009.805176
	Iteration 65Q: 3 clusters Score -814292.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -814296.062500 Penalty: 3009.805176
	Iteration 66Q: 3 clusters Score -814296.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -814301.812500 Penalty: 3009.805176
	Iteration 67Q: 3 clusters Score -814301.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -814307.062500 Penalty: 3009.805176
	Iteration 68Q: 3 clusters Score -814307.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -814316.562500 Penalty: 3009.805176
	Iteration 69Q: 3 clusters Score -814316.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -814322.875000 Penalty: 3009.805176
	Iteration 70Q: 3 clusters Score -814322.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -814327.125000 Penalty: 3009.805176
	Iteration 71Q: 3 clusters Score -814327.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -814330.000000 Penalty: 3009.805176
	Iteration 72Q: 3 clusters Score -814330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -814334.562500 Penalty: 3009.805176
	Iteration 73Q: 3 clusters Score -814334.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -814342.250000 Penalty: 3009.805176
	Iteration 74Q: 3 clusters Score -814342.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -814345.562500 Penalty: 3009.805176
	Iteration 75Q: 3 clusters Score -814345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -814348.062500 Penalty: 3009.805176
	Iteration 76Q: 3 clusters Score -814348.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -814352.312500 Penalty: 3009.805176
	Iteration 77Q: 3 clusters Score -814352.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -814353.937500 Penalty: 3009.805176
	Iteration 78Q: 3 clusters Score -814353.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -814354.750000 Penalty: 3009.805176
	Iteration 79Q: 3 clusters Score -814354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -814357.312500 Penalty: 3009.805176
	Iteration 80F: 3 clusters Score -814357.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -814359.562500 Penalty: 3009.805176
	Iteration 81Q: 3 clusters Score -814359.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -814362.125000 Penalty: 3009.805176
	Iteration 82Q: 3 clusters Score -814362.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -814363.125000 Penalty: 3009.805176
	Iteration 83Q: 3 clusters Score -814363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -814362.437500 Penalty: 3009.805176
	Iteration 84Q: 3 clusters Score -814362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -814363.625000 Penalty: 3009.805176
	Iteration 85Q: 3 clusters Score -814363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -814364.187500 Penalty: 3009.805176
	Iteration 86Q: 3 clusters Score -814364.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -814364.812500 Penalty: 3009.805176
	Iteration 87Q: 3 clusters Score -814364.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -814364.812500 Penalty: 3009.805176
	Iteration 88F: 3 clusters Score -814364.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Entering Unmasked Estep 
Score: -3795860.250000 Penalty: 1732.354248
	Iteration 0F: 2 clusters Score -3795860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -3767412.500000 Penalty: 3464.708496
	Iteration 0F: 3 clusters Score -3767412 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -3778706.000000 Penalty: 3464.708496
	Iteration 1F: 3 clusters Score -3778706 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -3779159.250000 Penalty: 3464.708496
	Iteration 2Q: 3 clusters Score -3779159 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -3779591.500000 Penalty: 3464.708496
	Iteration 3Q: 3 clusters Score -3779592 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -3780119.750000 Penalty: 3464.708496
	Iteration 4Q: 3 clusters Score -3780120 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -3780858.000000 Penalty: 3464.708496
	Iteration 5Q: 3 clusters Score -3780858 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -3781874.250000 Penalty: 3464.708496
	Iteration 6Q: 3 clusters Score -3781874 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -3783282.000000 Penalty: 3464.708496
	Iteration 7F: 3 clusters Score -3783282 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3784950.250000 Penalty: 3464.708496
	Iteration 8F: 3 clusters Score -3784950 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -3786517.750000 Penalty: 3464.708496
	Iteration 9F: 3 clusters Score -3786518 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -3787624.500000 Penalty: 3464.708496
	Iteration 10F: 3 clusters Score -3787624 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -3788335.000000 Penalty: 3464.708496
	Iteration 11Q: 3 clusters Score -3788335 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3788847.750000 Penalty: 3464.708496
	Iteration 12Q: 3 clusters Score -3788848 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -3789222.750000 Penalty: 3464.708496
	Iteration 13Q: 3 clusters Score -3789223 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3789534.000000 Penalty: 3464.708496
	Iteration 14Q: 3 clusters Score -3789534 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -3789892.500000 Penalty: 3464.708496
	Iteration 15Q: 3 clusters Score -3789892 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -3790267.500000 Penalty: 3464.708496
	Iteration 16Q: 3 clusters Score -3790268 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3790724.500000 Penalty: 3464.708496
	Iteration 17Q: 3 clusters Score -3790724 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3791132.750000 Penalty: 3464.708496
	Iteration 18Q: 3 clusters Score -3791133 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -3791490.500000 Penalty: 3464.708496
	Iteration 19Q: 3 clusters Score -3791490 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -3791816.000000 Penalty: 3464.708496
	Iteration 20F: 3 clusters Score -3791816 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32818 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3792048.750000 Penalty: 3464.708496
	Iteration 21Q: 3 clusters Score -3792049 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33418 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3792273.750000 Penalty: 3464.708496
	Iteration 22Q: 3 clusters Score -3792274 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -3792449.500000 Penalty: 3464.708496
	Iteration 23Q: 3 clusters Score -3792450 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -3792608.000000 Penalty: 3464.708496
	Iteration 24Q: 3 clusters Score -3792608 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -3792760.000000 Penalty: 3464.708496
	Iteration 25Q: 3 clusters Score -3792760 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35343 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -3792911.500000 Penalty: 3464.708496
	Iteration 26Q: 3 clusters Score -3792912 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3793077.250000 Penalty: 3464.708496
	Iteration 27Q: 3 clusters Score -3793077 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -3793215.250000 Penalty: 3464.708496
	Iteration 28Q: 3 clusters Score -3793215 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3793367.500000 Penalty: 3464.708496
	Iteration 29Q: 3 clusters Score -3793368 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36933 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -3793481.250000 Penalty: 3464.708496
	Iteration 30Q: 3 clusters Score -3793481 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -3793562.000000 Penalty: 3464.708496
	Iteration 31Q: 3 clusters Score -3793562 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37497 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -3793681.000000 Penalty: 3464.708496
	Iteration 32Q: 3 clusters Score -3793681 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -3793755.750000 Penalty: 3464.708496
	Iteration 33Q: 3 clusters Score -3793756 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -3793830.000000 Penalty: 3464.708496
	Iteration 34Q: 3 clusters Score -3793830 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38147 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -3793869.500000 Penalty: 3464.708496
	Iteration 35Q: 3 clusters Score -3793870 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -3793908.750000 Penalty: 3464.708496
	Iteration 36Q: 3 clusters Score -3793909 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -3793956.000000 Penalty: 3464.708496
	Iteration 37Q: 3 clusters Score -3793956 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38689 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -3793997.250000 Penalty: 3464.708496
	Iteration 38Q: 3 clusters Score -3793997 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38834 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3794045.750000 Penalty: 3464.708496
	Iteration 39Q: 3 clusters Score -3794046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -3794091.500000 Penalty: 3464.708496
	Iteration 40F: 3 clusters Score -3794092 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39133 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -3794127.750000 Penalty: 3464.708496
	Iteration 41Q: 3 clusters Score -3794128 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -3794153.000000 Penalty: 3464.708496
	Iteration 42Q: 3 clusters Score -3794153 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3794176.500000 Penalty: 3464.708496
	Iteration 43Q: 3 clusters Score -3794176 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -3794195.750000 Penalty: 3464.708496
	Iteration 44Q: 3 clusters Score -3794196 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -3794223.750000 Penalty: 3464.708496
	Iteration 45Q: 3 clusters Score -3794224 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -3794240.250000 Penalty: 3464.708496
	Iteration 46Q: 3 clusters Score -3794240 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3794252.000000 Penalty: 3464.708496
	Iteration 47Q: 3 clusters Score -3794252 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3794254.500000 Penalty: 3464.708496
	Iteration 48Q: 3 clusters Score -3794254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39881 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -3794273.250000 Penalty: 3464.708496
	Iteration 49Q: 3 clusters Score -3794273 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39948 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -3794279.750000 Penalty: 3464.708496
	Iteration 50Q: 3 clusters Score -3794280 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40011 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -3794284.750000 Penalty: 3464.708496
	Iteration 51Q: 3 clusters Score -3794285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40066 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3794282.000000 Penalty: 3464.708496
	Iteration 52Q: 3 clusters Score -3794282 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40115 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3794294.500000 Penalty: 3464.708496
	Iteration 53Q: 3 clusters Score -3794294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3794305.000000 Penalty: 3464.708496
	Iteration 54Q: 3 clusters Score -3794305 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3794303.500000 Penalty: 3464.708496
	Iteration 55Q: 3 clusters Score -3794304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -3794330.750000 Penalty: 3464.708496
	Iteration 56Q: 3 clusters Score -3794331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3794333.500000 Penalty: 3464.708496
	Iteration 57Q: 3 clusters Score -3794334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40338 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3794344.750000 Penalty: 3464.708496
	Iteration 58Q: 3 clusters Score -3794345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -3794345.000000 Penalty: 3464.708496
	Iteration 59Q: 3 clusters Score -3794345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -3794332.250000 Penalty: 3464.708496
	Iteration 60F: 3 clusters Score -3794332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3794341.500000 Penalty: 3464.708496
	Iteration 61Q: 3 clusters Score -3794342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40461 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3794360.500000 Penalty: 3464.708496
	Iteration 62Q: 3 clusters Score -3794360 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3794357.500000 Penalty: 3464.708496
	Iteration 63Q: 3 clusters Score -3794358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3794357.500000 Penalty: 3464.708496
	Iteration 64Q: 3 clusters Score -3794358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3794361.000000 Penalty: 3464.708496
	Iteration 65Q: 3 clusters Score -3794361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3794364.500000 Penalty: 3464.708496
	Iteration 66Q: 3 clusters Score -3794364 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -3794363.500000 Penalty: 3464.708496
	Iteration 67Q: 3 clusters Score -3794364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3794375.500000 Penalty: 3464.708496
	Iteration 68Q: 3 clusters Score -3794376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3794378.500000 Penalty: 3464.708496
	Iteration 69Q: 3 clusters Score -3794378 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40607 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3794389.500000 Penalty: 3464.708496
	Iteration 70Q: 3 clusters Score -3794390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3794387.250000 Penalty: 3464.708496
	Iteration 71Q: 3 clusters Score -3794387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3794390.500000 Penalty: 3464.708496
	Iteration 72Q: 3 clusters Score -3794390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3794395.500000 Penalty: 3464.708496
	Iteration 73Q: 3 clusters Score -3794396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40655 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3794395.000000 Penalty: 3464.708496
	Iteration 74Q: 3 clusters Score -3794395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3794397.000000 Penalty: 3464.708496
	Iteration 75Q: 3 clusters Score -3794397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3794398.500000 Penalty: 3464.708496
	Iteration 76Q: 3 clusters Score -3794398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -3794399.750000 Penalty: 3464.708496
	Iteration 77Q: 3 clusters Score -3794400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3794403.250000 Penalty: 3464.708496
	Iteration 78Q: 3 clusters Score -3794403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3794409.750000 Penalty: 3464.708496
	Iteration 79Q: 3 clusters Score -3794410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3794413.000000 Penalty: 3464.708496
	Iteration 80F: 3 clusters Score -3794413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3794413.000000 Penalty: 3464.708496
	Iteration 81Q: 3 clusters Score -3794413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40740 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3794417.250000 Penalty: 3464.708496
	Iteration 82Q: 3 clusters Score -3794417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3794415.500000 Penalty: 3464.708496
	Iteration 83Q: 3 clusters Score -3794416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3794420.000000 Penalty: 3464.708496
	Iteration 84Q: 3 clusters Score -3794420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40791 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3794421.000000 Penalty: 3464.708496
	Iteration 85Q: 3 clusters Score -3794421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40807 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3794426.250000 Penalty: 3464.708496
	Iteration 86Q: 3 clusters Score -3794426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3794432.500000 Penalty: 3464.708496
	Iteration 87Q: 3 clusters Score -3794432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3794435.000000 Penalty: 3464.708496
	Iteration 88Q: 3 clusters Score -3794435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3794436.750000 Penalty: 3464.708496
	Iteration 89Q: 3 clusters Score -3794437 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40854 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3794436.500000 Penalty: 3464.708496
	Iteration 90Q: 3 clusters Score -3794436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3794437.750000 Penalty: 3464.708496
	Iteration 91Q: 3 clusters Score -3794438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40879 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3794436.500000 Penalty: 3464.708496
	Iteration 92Q: 3 clusters Score -3794436 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40891 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3794437.250000 Penalty: 3464.708496
	Iteration 93Q: 3 clusters Score -3794437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3794440.250000 Penalty: 3464.708496
	Iteration 94Q: 3 clusters Score -3794440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3794442.750000 Penalty: 3464.708496
	Iteration 95Q: 3 clusters Score -3794443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3794439.250000 Penalty: 3464.708496
	Iteration 96Q: 3 clusters Score -3794439 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3794447.250000 Penalty: 3464.708496
	Iteration 97Q: 3 clusters Score -3794447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3794446.250000 Penalty: 3464.708496
	Iteration 98Q: 3 clusters Score -3794446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3794453.000000 Penalty: 3464.708496
	Iteration 99Q: 3 clusters Score -3794453 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3794456.250000 Penalty: 3464.708496
	Iteration 100F: 3 clusters Score -3794456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40961 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3794455.000000 Penalty: 3464.708496
	Iteration 101Q: 3 clusters Score -3794455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -3794458.500000 Penalty: 3464.708496
	Iteration 102Q: 3 clusters Score -3794458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3794459.250000 Penalty: 3464.708496
	Iteration 103Q: 3 clusters Score -3794459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3794458.000000 Penalty: 3464.708496
	Iteration 104Q: 3 clusters Score -3794458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40986 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3794463.500000 Penalty: 3464.708496
	Iteration 105Q: 3 clusters Score -3794464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3794460.250000 Penalty: 3464.708496
	Iteration 106Q: 3 clusters Score -3794460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3794461.250000 Penalty: 3464.708496
	Iteration 107Q: 3 clusters Score -3794461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3794461.250000 Penalty: 3464.708496
	Iteration 108Q: 3 clusters Score -3794461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3794466.750000 Penalty: 3464.708496
	Iteration 109Q: 3 clusters Score -3794467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41017 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3794466.250000 Penalty: 3464.708496
	Iteration 110Q: 3 clusters Score -3794466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41018 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3794465.500000 Penalty: 3464.708496
	Iteration 111Q: 3 clusters Score -3794466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41019 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3794465.000000 Penalty: 3464.708496
	Iteration 112Q: 3 clusters Score -3794465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3794462.500000 Penalty: 3464.708496
	Iteration 113Q: 3 clusters Score -3794462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -3794463.000000 Penalty: 3464.708496
	Iteration 114Q: 3 clusters Score -3794463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3794465.500000 Penalty: 3464.708496
	Iteration 115Q: 3 clusters Score -3794466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41025 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3794468.000000 Penalty: 3464.708496
	Iteration 116Q: 3 clusters Score -3794468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3794465.500000 Penalty: 3464.708496
	Iteration 117Q: 3 clusters Score -3794466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41028 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -3794461.000000 Penalty: 3464.708496
	Iteration 118Q: 3 clusters Score -3794461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3794463.500000 Penalty: 3464.708496
	Iteration 119Q: 3 clusters Score -3794464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3794465.250000 Penalty: 3464.708496
	Iteration 120F: 3 clusters Score -3794465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41037 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -3794468.000000 Penalty: 3464.708496
	Iteration 121Q: 3 clusters Score -3794468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41040 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3794472.250000 Penalty: 3464.708496
	Iteration 122Q: 3 clusters Score -3794472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3794474.250000 Penalty: 3464.708496
	Iteration 123Q: 3 clusters Score -3794474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3794477.750000 Penalty: 3464.708496
	Iteration 124Q: 3 clusters Score -3794478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3794477.000000 Penalty: 3464.708496
	Iteration 125Q: 3 clusters Score -3794477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3794477.000000 Penalty: 3464.708496
	Iteration 126F: 3 clusters Score -3794477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Entering Unmasked Estep 
Score: -1665543.875000 Penalty: 1598.742432
	Iteration 0F: 2 clusters Score -1665544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1652797.000000 Penalty: 3197.484863
	Iteration 0F: 3 clusters Score -1652797 nChanged 8450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1657432.625000 Penalty: 3197.484863
	Iteration 1F: 3 clusters Score -1657433 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1657935.875000 Penalty: 3197.484863
	Iteration 2F: 3 clusters Score -1657936 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1658542.875000 Penalty: 3197.484863
	Iteration 3F: 3 clusters Score -1658543 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1659381.125000 Penalty: 3197.484863
	Iteration 4F: 3 clusters Score -1659381 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1660286.750000 Penalty: 3197.484863
	Iteration 5F: 3 clusters Score -1660287 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1661100.625000 Penalty: 3197.484863
	Iteration 6F: 3 clusters Score -1661101 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1661814.250000 Penalty: 3197.484863
	Iteration 7F: 3 clusters Score -1661814 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1662451.625000 Penalty: 3197.484863
	Iteration 8F: 3 clusters Score -1662452 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1663002.125000 Penalty: 3197.484863
	Iteration 9Q: 3 clusters Score -1663002 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1663409.125000 Penalty: 3197.484863
	Iteration 10Q: 3 clusters Score -1663409 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1663699.000000 Penalty: 3197.484863
	Iteration 11Q: 3 clusters Score -1663699 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1663894.875000 Penalty: 3197.484863
	Iteration 12Q: 3 clusters Score -1663895 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1664044.500000 Penalty: 3197.484863
	Iteration 13Q: 3 clusters Score -1664044 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -1664163.250000 Penalty: 3197.484863
	Iteration 14Q: 3 clusters Score -1664163 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -1664260.500000 Penalty: 3197.484863
	Iteration 15Q: 3 clusters Score -1664260 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -1664337.625000 Penalty: 3197.484863
	Iteration 16Q: 3 clusters Score -1664338 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -1664393.250000 Penalty: 3197.484863
	Iteration 17Q: 3 clusters Score -1664393 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -1664448.625000 Penalty: 3197.484863
	Iteration 18Q: 3 clusters Score -1664449 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -1664485.625000 Penalty: 3197.484863
	Iteration 19Q: 3 clusters Score -1664486 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -1664518.125000 Penalty: 3197.484863
	Iteration 20F: 3 clusters Score -1664518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -1664535.875000 Penalty: 3197.484863
	Iteration 21Q: 3 clusters Score -1664536 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -1664545.250000 Penalty: 3197.484863
	Iteration 22Q: 3 clusters Score -1664545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -1664546.375000 Penalty: 3197.484863
	Iteration 23Q: 3 clusters Score -1664546 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1664553.000000 Penalty: 3197.484863
	Iteration 24Q: 3 clusters Score -1664553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -1664555.750000 Penalty: 3197.484863
	Iteration 25Q: 3 clusters Score -1664556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -1664558.875000 Penalty: 3197.484863
	Iteration 26Q: 3 clusters Score -1664559 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -1664562.125000 Penalty: 3197.484863
	Iteration 27Q: 3 clusters Score -1664562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -1664563.875000 Penalty: 3197.484863
	Iteration 28Q: 3 clusters Score -1664564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -1664571.625000 Penalty: 3197.484863
	Iteration 29Q: 3 clusters Score -1664572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -1664570.125000 Penalty: 3197.484863
	Iteration 30Q: 3 clusters Score -1664570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -1664572.750000 Penalty: 3197.484863
	Iteration 31Q: 3 clusters Score -1664573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -1664574.625000 Penalty: 3197.484863
	Iteration 32Q: 3 clusters Score -1664575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -1664574.750000 Penalty: 3197.484863
	Iteration 33Q: 3 clusters Score -1664575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -1664577.125000 Penalty: 3197.484863
	Iteration 34Q: 3 clusters Score -1664577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -1664580.625000 Penalty: 3197.484863
	Iteration 35Q: 3 clusters Score -1664581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1664585.625000 Penalty: 3197.484863
	Iteration 36Q: 3 clusters Score -1664586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -1664587.000000 Penalty: 3197.484863
	Iteration 37Q: 3 clusters Score -1664587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -1664589.375000 Penalty: 3197.484863
	Iteration 38Q: 3 clusters Score -1664589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1664592.000000 Penalty: 3197.484863
	Iteration 39Q: 3 clusters Score -1664592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1664590.625000 Penalty: 3197.484863
	Iteration 40F: 3 clusters Score -1664591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1664589.875000 Penalty: 3197.484863
	Iteration 41Q: 3 clusters Score -1664590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1664590.750000 Penalty: 3197.484863
	Iteration 42Q: 3 clusters Score -1664591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1664592.125000 Penalty: 3197.484863
	Iteration 43Q: 3 clusters Score -1664592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -1664589.125000 Penalty: 3197.484863
	Iteration 44Q: 3 clusters Score -1664589 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -1664590.500000 Penalty: 3197.484863
	Iteration 45Q: 3 clusters Score -1664590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1664591.250000 Penalty: 3197.484863
	Iteration 46Q: 3 clusters Score -1664591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -1664591.250000 Penalty: 3197.484863
	Iteration 47F: 3 clusters Score -1664591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Entering Unmasked Estep 
Score: -3367615.250000 Penalty: 1714.832153
	Iteration 0F: 2 clusters Score -3367615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 19170 members 
Entering Unmasked Estep 
Score: -3342019.250000 Penalty: 3429.664307
	Iteration 0F: 3 clusters Score -3342019 nChanged 17765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -3351987.000000 Penalty: 3429.664307
	Iteration 1F: 3 clusters Score -3351987 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -3352613.000000 Penalty: 3429.664307
	Iteration 2Q: 3 clusters Score -3352613 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3353475.750000 Penalty: 3429.664307
	Iteration 3Q: 3 clusters Score -3353476 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -3354625.500000 Penalty: 3429.664307
	Iteration 4F: 3 clusters Score -3354626 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3355971.750000 Penalty: 3429.664307
	Iteration 5F: 3 clusters Score -3355972 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -3357525.750000 Penalty: 3429.664307
	Iteration 6F: 3 clusters Score -3357526 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -3359148.250000 Penalty: 3429.664307
	Iteration 7F: 3 clusters Score -3359148 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20760 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3360414.750000 Penalty: 3429.664307
	Iteration 8F: 3 clusters Score -3360415 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -3361172.750000 Penalty: 3429.664307
	Iteration 9Q: 3 clusters Score -3361173 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -3361497.750000 Penalty: 3429.664307
	Iteration 10Q: 3 clusters Score -3361498 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -3361664.500000 Penalty: 3429.664307
	Iteration 11Q: 3 clusters Score -3361664 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22609 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3361791.250000 Penalty: 3429.664307
	Iteration 12Q: 3 clusters Score -3361791 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3361934.750000 Penalty: 3429.664307
	Iteration 13Q: 3 clusters Score -3361935 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -3362067.500000 Penalty: 3429.664307
	Iteration 14Q: 3 clusters Score -3362068 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -3362232.000000 Penalty: 3429.664307
	Iteration 15Q: 3 clusters Score -3362232 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -3362414.250000 Penalty: 3429.664307
	Iteration 16Q: 3 clusters Score -3362414 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -3362619.500000 Penalty: 3429.664307
	Iteration 17Q: 3 clusters Score -3362620 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -3362840.250000 Penalty: 3429.664307
	Iteration 18Q: 3 clusters Score -3362840 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26716 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -3363039.000000 Penalty: 3429.664307
	Iteration 19Q: 3 clusters Score -3363039 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27349 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -3363230.750000 Penalty: 3429.664307
	Iteration 20F: 3 clusters Score -3363231 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27997 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3363437.000000 Penalty: 3429.664307
	Iteration 21Q: 3 clusters Score -3363437 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3363657.500000 Penalty: 3429.664307
	Iteration 22Q: 3 clusters Score -3363658 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -3363883.000000 Penalty: 3429.664307
	Iteration 23Q: 3 clusters Score -3363883 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3364112.500000 Penalty: 3429.664307
	Iteration 24Q: 3 clusters Score -3364112 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -3364341.750000 Penalty: 3429.664307
	Iteration 25Q: 3 clusters Score -3364342 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -3364607.000000 Penalty: 3429.664307
	Iteration 26Q: 3 clusters Score -3364607 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -3364896.750000 Penalty: 3429.664307
	Iteration 27Q: 3 clusters Score -3364897 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3365139.500000 Penalty: 3429.664307
	Iteration 28Q: 3 clusters Score -3365140 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -3365404.750000 Penalty: 3429.664307
	Iteration 29Q: 3 clusters Score -3365405 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -3365626.500000 Penalty: 3429.664307
	Iteration 30Q: 3 clusters Score -3365626 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -3365810.500000 Penalty: 3429.664307
	Iteration 31Q: 3 clusters Score -3365810 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -3365928.250000 Penalty: 3429.664307
	Iteration 32Q: 3 clusters Score -3365928 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -3366028.750000 Penalty: 3429.664307
	Iteration 33Q: 3 clusters Score -3366029 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34361 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -3366099.250000 Penalty: 3429.664307
	Iteration 34Q: 3 clusters Score -3366099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3366166.500000 Penalty: 3429.664307
	Iteration 35Q: 3 clusters Score -3366166 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -3366201.000000 Penalty: 3429.664307
	Iteration 36Q: 3 clusters Score -3366201 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -3366226.500000 Penalty: 3429.664307
	Iteration 37Q: 3 clusters Score -3366226 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3366236.500000 Penalty: 3429.664307
	Iteration 38Q: 3 clusters Score -3366236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -3366256.250000 Penalty: 3429.664307
	Iteration 39Q: 3 clusters Score -3366256 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -3366272.250000 Penalty: 3429.664307
	Iteration 40F: 3 clusters Score -3366272 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3366290.750000 Penalty: 3429.664307
	Iteration 41Q: 3 clusters Score -3366291 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3366305.000000 Penalty: 3429.664307
	Iteration 42Q: 3 clusters Score -3366305 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -3366317.250000 Penalty: 3429.664307
	Iteration 43Q: 3 clusters Score -3366317 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35334 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3366331.250000 Penalty: 3429.664307
	Iteration 44Q: 3 clusters Score -3366331 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3366339.750000 Penalty: 3429.664307
	Iteration 45Q: 3 clusters Score -3366340 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3366341.750000 Penalty: 3429.664307
	Iteration 46Q: 3 clusters Score -3366342 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3366345.000000 Penalty: 3429.664307
	Iteration 47Q: 3 clusters Score -3366345 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35471 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3366353.000000 Penalty: 3429.664307
	Iteration 48Q: 3 clusters Score -3366353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3366356.500000 Penalty: 3429.664307
	Iteration 49Q: 3 clusters Score -3366356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -3366361.500000 Penalty: 3429.664307
	Iteration 50Q: 3 clusters Score -3366362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3366360.500000 Penalty: 3429.664307
	Iteration 51Q: 3 clusters Score -3366360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3366365.750000 Penalty: 3429.664307
	Iteration 52Q: 3 clusters Score -3366366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -3366367.500000 Penalty: 3429.664307
	Iteration 53Q: 3 clusters Score -3366368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35574 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3366366.250000 Penalty: 3429.664307
	Iteration 54Q: 3 clusters Score -3366366 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3366369.750000 Penalty: 3429.664307
	Iteration 55Q: 3 clusters Score -3366370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -3366371.500000 Penalty: 3429.664307
	Iteration 56Q: 3 clusters Score -3366372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -3366376.250000 Penalty: 3429.664307
	Iteration 57Q: 3 clusters Score -3366376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3366376.500000 Penalty: 3429.664307
	Iteration 58Q: 3 clusters Score -3366376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -3366378.250000 Penalty: 3429.664307
	Iteration 59Q: 3 clusters Score -3366378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3366376.750000 Penalty: 3429.664307
	Iteration 60F: 3 clusters Score -3366377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3366379.500000 Penalty: 3429.664307
	Iteration 61Q: 3 clusters Score -3366380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3366375.250000 Penalty: 3429.664307
	Iteration 62Q: 3 clusters Score -3366375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3366380.250000 Penalty: 3429.664307
	Iteration 63Q: 3 clusters Score -3366380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3366378.250000 Penalty: 3429.664307
	Iteration 64Q: 3 clusters Score -3366378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3366383.750000 Penalty: 3429.664307
	Iteration 65Q: 3 clusters Score -3366384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3366384.250000 Penalty: 3429.664307
	Iteration 66Q: 3 clusters Score -3366384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3366383.000000 Penalty: 3429.664307
	Iteration 67Q: 3 clusters Score -3366383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -3366385.500000 Penalty: 3429.664307
	Iteration 68Q: 3 clusters Score -3366386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3366387.250000 Penalty: 3429.664307
	Iteration 69Q: 3 clusters Score -3366387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3366387.000000 Penalty: 3429.664307
	Iteration 70Q: 3 clusters Score -3366387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35692 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3366386.250000 Penalty: 3429.664307
	Iteration 71Q: 3 clusters Score -3366386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3366387.500000 Penalty: 3429.664307
	Iteration 72Q: 3 clusters Score -3366388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3366386.500000 Penalty: 3429.664307
	Iteration 73Q: 3 clusters Score -3366386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3366386.500000 Penalty: 3429.664307
	Iteration 74F: 3 clusters Score -3366386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Entering Unmasked Estep 
Score: -1249841.625000 Penalty: 1557.081787
	Iteration 0F: 2 clusters Score -1249842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1239842.500000 Penalty: 3114.163574
	Iteration 0F: 3 clusters Score -1239842 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1243456.750000 Penalty: 3114.163574
	Iteration 1F: 3 clusters Score -1243457 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1243986.625000 Penalty: 3114.163574
	Iteration 2F: 3 clusters Score -1243987 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1244710.500000 Penalty: 3114.163574
	Iteration 3F: 3 clusters Score -1244710 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1245661.500000 Penalty: 3114.163574
	Iteration 4F: 3 clusters Score -1245662 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1246585.500000 Penalty: 3114.163574
	Iteration 5F: 3 clusters Score -1246586 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1247270.125000 Penalty: 3114.163574
	Iteration 6F: 3 clusters Score -1247270 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1247727.750000 Penalty: 3114.163574
	Iteration 7Q: 3 clusters Score -1247728 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -1248045.125000 Penalty: 3114.163574
	Iteration 8Q: 3 clusters Score -1248045 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -1248267.500000 Penalty: 3114.163574
	Iteration 9Q: 3 clusters Score -1248268 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1248422.125000 Penalty: 3114.163574
	Iteration 10Q: 3 clusters Score -1248422 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1248527.625000 Penalty: 3114.163574
	Iteration 11Q: 3 clusters Score -1248528 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1248623.125000 Penalty: 3114.163574
	Iteration 12Q: 3 clusters Score -1248623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1248704.875000 Penalty: 3114.163574
	Iteration 13Q: 3 clusters Score -1248705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -1248754.250000 Penalty: 3114.163574
	Iteration 14Q: 3 clusters Score -1248754 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -1248798.500000 Penalty: 3114.163574
	Iteration 15Q: 3 clusters Score -1248798 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -1248831.875000 Penalty: 3114.163574
	Iteration 16Q: 3 clusters Score -1248832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1248853.375000 Penalty: 3114.163574
	Iteration 17Q: 3 clusters Score -1248853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1248877.375000 Penalty: 3114.163574
	Iteration 18Q: 3 clusters Score -1248877 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1248890.250000 Penalty: 3114.163574
	Iteration 19Q: 3 clusters Score -1248890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1248905.750000 Penalty: 3114.163574
	Iteration 20F: 3 clusters Score -1248906 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1248926.375000 Penalty: 3114.163574
	Iteration 21Q: 3 clusters Score -1248926 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -1248943.000000 Penalty: 3114.163574
	Iteration 22Q: 3 clusters Score -1248943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1248973.375000 Penalty: 3114.163574
	Iteration 23Q: 3 clusters Score -1248973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1248996.500000 Penalty: 3114.163574
	Iteration 24Q: 3 clusters Score -1248996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1249021.625000 Penalty: 3114.163574
	Iteration 25Q: 3 clusters Score -1249022 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -1249053.000000 Penalty: 3114.163574
	Iteration 26Q: 3 clusters Score -1249053 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -1249091.625000 Penalty: 3114.163574
	Iteration 27Q: 3 clusters Score -1249092 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1249115.500000 Penalty: 3114.163574
	Iteration 28Q: 3 clusters Score -1249116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1249138.500000 Penalty: 3114.163574
	Iteration 29Q: 3 clusters Score -1249138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1249164.875000 Penalty: 3114.163574
	Iteration 30Q: 3 clusters Score -1249165 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1249200.875000 Penalty: 3114.163574
	Iteration 31Q: 3 clusters Score -1249201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1249281.750000 Penalty: 3114.163574
	Iteration 32Q: 3 clusters Score -1249282 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1249368.250000 Penalty: 3114.163574
	Iteration 33Q: 3 clusters Score -1249368 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1249437.000000 Penalty: 3114.163574
	Iteration 34Q: 3 clusters Score -1249437 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1249480.250000 Penalty: 3114.163574
	Iteration 35Q: 3 clusters Score -1249480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1249520.000000 Penalty: 3114.163574
	Iteration 36Q: 3 clusters Score -1249520 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1249541.500000 Penalty: 3114.163574
	Iteration 37Q: 3 clusters Score -1249542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1249547.500000 Penalty: 3114.163574
	Iteration 38Q: 3 clusters Score -1249548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1249549.375000 Penalty: 3114.163574
	Iteration 39Q: 3 clusters Score -1249549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1249552.500000 Penalty: 3114.163574
	Iteration 40F: 3 clusters Score -1249552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1249552.000000 Penalty: 3114.163574
	Iteration 41Q: 3 clusters Score -1249552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -1249552.000000 Penalty: 3114.163574
	Iteration 42F: 3 clusters Score -1249552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -217635.265625 Penalty: 1280.814819
	Iteration 0F: 2 clusters Score -217635.3 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 1303 members 
Entering Unmasked Estep 
Score: -215186.593750 Penalty: 2561.629639
	Iteration 0F: 3 clusters Score -215186.6 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -216024.203125 Penalty: 2561.629639
	Iteration 1F: 3 clusters Score -216024.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -216490.859375 Penalty: 2561.629639
	Iteration 2F: 3 clusters Score -216490.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -217004.500000 Penalty: 2561.629639
	Iteration 3F: 3 clusters Score -217004.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217343.625000 Penalty: 2561.629639
	Iteration 4F: 3 clusters Score -217343.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -217553.171875 Penalty: 2561.629639
	Iteration 5F: 3 clusters Score -217553.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217644.906250 Penalty: 2561.629639
	Iteration 6Q: 3 clusters Score -217644.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -217690.187500 Penalty: 2561.629639
	Iteration 7Q: 3 clusters Score -217690.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -217718.171875 Penalty: 2561.629639
	Iteration 8Q: 3 clusters Score -217718.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -217739.343750 Penalty: 2561.629639
	Iteration 9Q: 3 clusters Score -217739.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -217752.921875 Penalty: 2561.629639
	Iteration 10Q: 3 clusters Score -217752.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -217767.000000 Penalty: 2561.629639
	Iteration 11Q: 3 clusters Score -217767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -217775.781250 Penalty: 2561.629639
	Iteration 12Q: 3 clusters Score -217775.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -217782.890625 Penalty: 2561.629639
	Iteration 13Q: 3 clusters Score -217782.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -217790.421875 Penalty: 2561.629639
	Iteration 14Q: 3 clusters Score -217790.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -217798.109375 Penalty: 2561.629639
	Iteration 15Q: 3 clusters Score -217798.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -217805.906250 Penalty: 2561.629639
	Iteration 16Q: 3 clusters Score -217805.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -217815.500000 Penalty: 2561.629639
	Iteration 17Q: 3 clusters Score -217815.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -217831.796875 Penalty: 2561.629639
	Iteration 18Q: 3 clusters Score -217831.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -217879.765625 Penalty: 2561.629639
	Iteration 19Q: 3 clusters Score -217879.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -217934.500000 Penalty: 2561.629639
	Iteration 20F: 3 clusters Score -217934.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -217997.968750 Penalty: 2561.629639
	Iteration 21Q: 3 clusters Score -217998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -218045.515625 Penalty: 2561.629639
	Iteration 22Q: 3 clusters Score -218045.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -218072.484375 Penalty: 2561.629639
	Iteration 23Q: 3 clusters Score -218072.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -218080.687500 Penalty: 2561.629639
	Iteration 24Q: 3 clusters Score -218080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -218084.234375 Penalty: 2561.629639
	Iteration 25Q: 3 clusters Score -218084.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -218085.515625 Penalty: 2561.629639
	Iteration 26Q: 3 clusters Score -218085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -218086.625000 Penalty: 2561.629639
	Iteration 27Q: 3 clusters Score -218086.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -218087.375000 Penalty: 2561.629639
	Iteration 28Q: 3 clusters Score -218087.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -218087.750000 Penalty: 2561.629639
	Iteration 29Q: 3 clusters Score -218087.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -218088.578125 Penalty: 2561.629639
	Iteration 30Q: 3 clusters Score -218088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -218088.578125 Penalty: 2561.629639
	Iteration 31F: 3 clusters Score -218088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 1167 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 21277 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 1482 members 
Entering Unmasked Estep 
Score: -40869148.000000 Penalty: 65959.046875
Splitting cluster 12 changes total score from -40869532.000000 to -40869148.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -226566.687500 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -226566.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -224040.843750 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -224040.8 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -224758.015625 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -224758 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -224997.750000 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -224997.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -225176.781250 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -225176.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -225314.562500 Penalty: 2582.880615
	Iteration 4F: 3 clusters Score -225314.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -225455.156250 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -225455.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -225598.296875 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -225598.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -225712.562500 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -225712.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -225797.968750 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -225798 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -225857.062500 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -225857.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -225888.171875 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -225888.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -225913.265625 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -225913.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -225931.312500 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -225931.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -225962.531250 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -225962.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -226005.468750 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -226005.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -226040.328125 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -226040.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -226069.625000 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -226069.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -226100.171875 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -226100.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -226133.937500 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -226133.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -226189.125000 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -226189.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -226233.734375 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -226233.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -226273.218750 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -226273.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -226322.796875 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -226322.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -226394.203125 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -226394.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -226494.421875 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -226494.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -226605.171875 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -226605.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -226676.265625 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -226676.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -226706.671875 Penalty: 2582.880615
	Iteration 27Q: 3 clusters Score -226706.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -226728.609375 Penalty: 2582.880615
	Iteration 28Q: 3 clusters Score -226728.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -226749.375000 Penalty: 2582.880615
	Iteration 29Q: 3 clusters Score -226749.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -226781.656250 Penalty: 2582.880615
	Iteration 30Q: 3 clusters Score -226781.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -226804.531250 Penalty: 2582.880615
	Iteration 31Q: 3 clusters Score -226804.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -226814.406250 Penalty: 2582.880615
	Iteration 32Q: 3 clusters Score -226814.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -226817.953125 Penalty: 2582.880615
	Iteration 33Q: 3 clusters Score -226818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -226820.953125 Penalty: 2582.880615
	Iteration 34Q: 3 clusters Score -226821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -226822.359375 Penalty: 2582.880615
	Iteration 35Q: 3 clusters Score -226822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -226823.578125 Penalty: 2582.880615
	Iteration 36Q: 3 clusters Score -226823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226824.796875 Penalty: 2582.880615
	Iteration 37Q: 3 clusters Score -226824.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -226825.515625 Penalty: 2582.880615
	Iteration 38Q: 3 clusters Score -226825.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226825.750000 Penalty: 2582.880615
	Iteration 39Q: 3 clusters Score -226825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -226826.390625 Penalty: 2582.880615
	Iteration 40F: 3 clusters Score -226826.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226826.171875 Penalty: 2582.880615
	Iteration 41Q: 3 clusters Score -226826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226826.171875 Penalty: 2582.880615
	Iteration 42F: 3 clusters Score -226826.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 994 members 
Mstep: Class 14 contains 4982 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 21277 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 1834 members 
Entering Unmasked Estep 
Score: -40868960.000000 Penalty: 65959.046875
Splitting cluster 13 changes total score from -40869532.000000 to -40868960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -402459.843750 Penalty: 1383.457886
	Iteration 0F: 2 clusters Score -402459.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -398526.218750 Penalty: 2766.915771
	Iteration 0F: 3 clusters Score -398526.2 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -400314.750000 Penalty: 2766.915771
	Iteration 1F: 3 clusters Score -400314.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -401622.687500 Penalty: 2766.915771
	Iteration 2F: 3 clusters Score -401622.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -402848.031250 Penalty: 2766.915771
	Iteration 3F: 3 clusters Score -402848 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -403479.312500 Penalty: 2766.915771
	Iteration 4F: 3 clusters Score -403479.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -403807.687500 Penalty: 2766.915771
	Iteration 5Q: 3 clusters Score -403807.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -403985.031250 Penalty: 2766.915771
	Iteration 6Q: 3 clusters Score -403985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -404110.968750 Penalty: 2766.915771
	Iteration 7Q: 3 clusters Score -404111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -404326.343750 Penalty: 2766.915771
	Iteration 8Q: 3 clusters Score -404326.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -404832.562500 Penalty: 2766.915771
	Iteration 9Q: 3 clusters Score -404832.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -405496.875000 Penalty: 2766.915771
	Iteration 10Q: 3 clusters Score -405496.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -405775.687500 Penalty: 2766.915771
	Iteration 11Q: 3 clusters Score -405775.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -405829.062500 Penalty: 2766.915771
	Iteration 12Q: 3 clusters Score -405829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -405837.937500 Penalty: 2766.915771
	Iteration 13Q: 3 clusters Score -405837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -405843.406250 Penalty: 2766.915771
	Iteration 14Q: 3 clusters Score -405843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -405849.437500 Penalty: 2766.915771
	Iteration 15Q: 3 clusters Score -405849.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -405852.250000 Penalty: 2766.915771
	Iteration 16Q: 3 clusters Score -405852.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -405853.843750 Penalty: 2766.915771
	Iteration 17Q: 3 clusters Score -405853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -405853.843750 Penalty: 2766.915771
	Iteration 18F: 3 clusters Score -405853.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 21277 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 2667 members 
Entering Unmasked Estep 
Score: -40872108.000000 Penalty: 65959.046875
Splitting cluster 14 changes total score from -40869532.000000 to -40872108.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 15 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -171081.703125 Penalty: 1245.684937
	Iteration 0F: 2 clusters Score -171081.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -168968.156250 Penalty: 2491.369873
	Iteration 0F: 3 clusters Score -168968.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -169577.531250 Penalty: 2491.369873
	Iteration 1F: 3 clusters Score -169577.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -169844.468750 Penalty: 2491.369873
	Iteration 2F: 3 clusters Score -169844.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -170063.375000 Penalty: 2491.369873
	Iteration 3F: 3 clusters Score -170063.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -170203.718750 Penalty: 2491.369873
	Iteration 4F: 3 clusters Score -170203.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -170312.875000 Penalty: 2491.369873
	Iteration 5Q: 3 clusters Score -170312.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -170404.421875 Penalty: 2491.369873
	Iteration 6Q: 3 clusters Score -170404.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -170479.796875 Penalty: 2491.369873
	Iteration 7Q: 3 clusters Score -170479.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -170526.812500 Penalty: 2491.369873
	Iteration 8Q: 3 clusters Score -170526.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -170562.062500 Penalty: 2491.369873
	Iteration 9Q: 3 clusters Score -170562.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -170575.640625 Penalty: 2491.369873
	Iteration 10Q: 3 clusters Score -170575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -170583.250000 Penalty: 2491.369873
	Iteration 11Q: 3 clusters Score -170583.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -170592.093750 Penalty: 2491.369873
	Iteration 12Q: 3 clusters Score -170592.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -170597.218750 Penalty: 2491.369873
	Iteration 13Q: 3 clusters Score -170597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -170599.953125 Penalty: 2491.369873
	Iteration 14Q: 3 clusters Score -170600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -170604.156250 Penalty: 2491.369873
	Iteration 15Q: 3 clusters Score -170604.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -170608.593750 Penalty: 2491.369873
	Iteration 16Q: 3 clusters Score -170608.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -170612.203125 Penalty: 2491.369873
	Iteration 17Q: 3 clusters Score -170612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -170614.750000 Penalty: 2491.369873
	Iteration 18Q: 3 clusters Score -170614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -170618.281250 Penalty: 2491.369873
	Iteration 19Q: 3 clusters Score -170618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -170620.968750 Penalty: 2491.369873
	Iteration 20F: 3 clusters Score -170621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -170623.625000 Penalty: 2491.369873
	Iteration 21Q: 3 clusters Score -170623.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -170626.468750 Penalty: 2491.369873
	Iteration 22Q: 3 clusters Score -170626.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170627.953125 Penalty: 2491.369873
	Iteration 23Q: 3 clusters Score -170628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -170627.953125 Penalty: 2491.369873
	Iteration 24F: 3 clusters Score -170628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -474216.875000 Penalty: 1403.414551
	Iteration 0F: 2 clusters Score -474216.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -469804.500000 Penalty: 2806.829102
	Iteration 0F: 3 clusters Score -469804.5 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -471221.718750 Penalty: 2806.829102
	Iteration 1F: 3 clusters Score -471221.7 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -471550.750000 Penalty: 2806.829102
	Iteration 2F: 3 clusters Score -471550.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -471815.375000 Penalty: 2806.829102
	Iteration 3F: 3 clusters Score -471815.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -472080.281250 Penalty: 2806.829102
	Iteration 4F: 3 clusters Score -472080.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -472330.437500 Penalty: 2806.829102
	Iteration 5F: 3 clusters Score -472330.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -472534.281250 Penalty: 2806.829102
	Iteration 6F: 3 clusters Score -472534.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -472671.375000 Penalty: 2806.829102
	Iteration 7Q: 3 clusters Score -472671.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -472753.062500 Penalty: 2806.829102
	Iteration 8Q: 3 clusters Score -472753.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -472806.093750 Penalty: 2806.829102
	Iteration 9Q: 3 clusters Score -472806.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -472847.750000 Penalty: 2806.829102
	Iteration 10Q: 3 clusters Score -472847.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -472878.093750 Penalty: 2806.829102
	Iteration 11Q: 3 clusters Score -472878.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -472904.312500 Penalty: 2806.829102
	Iteration 12Q: 3 clusters Score -472904.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -472926.250000 Penalty: 2806.829102
	Iteration 13Q: 3 clusters Score -472926.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -472951.625000 Penalty: 2806.829102
	Iteration 14Q: 3 clusters Score -472951.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -472969.968750 Penalty: 2806.829102
	Iteration 15Q: 3 clusters Score -472970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -472981.781250 Penalty: 2806.829102
	Iteration 16Q: 3 clusters Score -472981.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -472991.687500 Penalty: 2806.829102
	Iteration 17Q: 3 clusters Score -472991.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -472999.312500 Penalty: 2806.829102
	Iteration 18Q: 3 clusters Score -472999.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -473011.062500 Penalty: 2806.829102
	Iteration 19Q: 3 clusters Score -473011.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -473022.687500 Penalty: 2806.829102
	Iteration 20F: 3 clusters Score -473022.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -473034.687500 Penalty: 2806.829102
	Iteration 21Q: 3 clusters Score -473034.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -473044.625000 Penalty: 2806.829102
	Iteration 22Q: 3 clusters Score -473044.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -473050.062500 Penalty: 2806.829102
	Iteration 23Q: 3 clusters Score -473050.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -473058.437500 Penalty: 2806.829102
	Iteration 24Q: 3 clusters Score -473058.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -473065.750000 Penalty: 2806.829102
	Iteration 25Q: 3 clusters Score -473065.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -473068.562500 Penalty: 2806.829102
	Iteration 26Q: 3 clusters Score -473068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -473072.187500 Penalty: 2806.829102
	Iteration 27Q: 3 clusters Score -473072.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -473074.937500 Penalty: 2806.829102
	Iteration 28Q: 3 clusters Score -473074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -473075.875000 Penalty: 2806.829102
	Iteration 29Q: 3 clusters Score -473075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -473076.718750 Penalty: 2806.829102
	Iteration 30Q: 3 clusters Score -473076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -473078.125000 Penalty: 2806.829102
	Iteration 31Q: 3 clusters Score -473078.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -473078.125000 Penalty: 2806.829102
	Iteration 32Q: 3 clusters Score -473078.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -473079.656250 Penalty: 2806.829102
	Iteration 33Q: 3 clusters Score -473079.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -473082.531250 Penalty: 2806.829102
	Iteration 34Q: 3 clusters Score -473082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -473083.968750 Penalty: 2806.829102
	Iteration 35Q: 3 clusters Score -473084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -473088.500000 Penalty: 2806.829102
	Iteration 36Q: 3 clusters Score -473088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -473088.468750 Penalty: 2806.829102
	Iteration 37Q: 3 clusters Score -473088.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -473090.625000 Penalty: 2806.829102
	Iteration 38Q: 3 clusters Score -473090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -473091.437500 Penalty: 2806.829102
	Iteration 39Q: 3 clusters Score -473091.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -473090.906250 Penalty: 2806.829102
	Iteration 40F: 3 clusters Score -473090.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Entering Unmasked Estep 
Score: -237400.328125 Penalty: 1301.197144
	Iteration 0F: 2 clusters Score -237400.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -234687.515625 Penalty: 2602.394287
	Iteration 0F: 3 clusters Score -234687.5 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -235395.390625 Penalty: 2602.394287
	Iteration 1F: 3 clusters Score -235395.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -235611.703125 Penalty: 2602.394287
	Iteration 2F: 3 clusters Score -235611.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -235784.062500 Penalty: 2602.394287
	Iteration 3F: 3 clusters Score -235784.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -235916.593750 Penalty: 2602.394287
	Iteration 4F: 3 clusters Score -235916.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -236027.265625 Penalty: 2602.394287
	Iteration 5Q: 3 clusters Score -236027.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -236144.156250 Penalty: 2602.394287
	Iteration 6Q: 3 clusters Score -236144.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -236272.812500 Penalty: 2602.394287
	Iteration 7Q: 3 clusters Score -236272.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -236353.890625 Penalty: 2602.394287
	Iteration 8Q: 3 clusters Score -236353.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -236430.796875 Penalty: 2602.394287
	Iteration 9Q: 3 clusters Score -236430.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -236499.609375 Penalty: 2602.394287
	Iteration 10Q: 3 clusters Score -236499.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -236539.953125 Penalty: 2602.394287
	Iteration 11Q: 3 clusters Score -236540 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -236562.453125 Penalty: 2602.394287
	Iteration 12Q: 3 clusters Score -236562.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -236577.718750 Penalty: 2602.394287
	Iteration 13Q: 3 clusters Score -236577.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -236586.937500 Penalty: 2602.394287
	Iteration 14Q: 3 clusters Score -236586.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -236594.359375 Penalty: 2602.394287
	Iteration 15Q: 3 clusters Score -236594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -236599.390625 Penalty: 2602.394287
	Iteration 16Q: 3 clusters Score -236599.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -236602.031250 Penalty: 2602.394287
	Iteration 17Q: 3 clusters Score -236602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -236604.000000 Penalty: 2602.394287
	Iteration 18Q: 3 clusters Score -236604 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -236605.218750 Penalty: 2602.394287
	Iteration 19Q: 3 clusters Score -236605.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -236606.703125 Penalty: 2602.394287
	Iteration 20F: 3 clusters Score -236606.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -236609.031250 Penalty: 2602.394287
	Iteration 21Q: 3 clusters Score -236609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -236611.359375 Penalty: 2602.394287
	Iteration 22Q: 3 clusters Score -236611.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -236612.140625 Penalty: 2602.394287
	Iteration 23Q: 3 clusters Score -236612.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -236612.734375 Penalty: 2602.394287
	Iteration 24Q: 3 clusters Score -236612.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -236613.921875 Penalty: 2602.394287
	Iteration 25Q: 3 clusters Score -236613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -236613.921875 Penalty: 2602.394287
	Iteration 26F: 3 clusters Score -236613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Entering Unmasked Estep 
Score: -279757.687500 Penalty: 1316.078857
	Iteration 0F: 2 clusters Score -279757.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -276865.593750 Penalty: 2632.157715
	Iteration 0F: 3 clusters Score -276865.6 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -277650.375000 Penalty: 2632.157715
	Iteration 1F: 3 clusters Score -277650.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -277822.062500 Penalty: 2632.157715
	Iteration 2F: 3 clusters Score -277822.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -277931.375000 Penalty: 2632.157715
	Iteration 3F: 3 clusters Score -277931.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -278032.468750 Penalty: 2632.157715
	Iteration 4Q: 3 clusters Score -278032.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -278095.906250 Penalty: 2632.157715
	Iteration 5Q: 3 clusters Score -278095.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278139.281250 Penalty: 2632.157715
	Iteration 6Q: 3 clusters Score -278139.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -278185.250000 Penalty: 2632.157715
	Iteration 7Q: 3 clusters Score -278185.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -278239.625000 Penalty: 2632.157715
	Iteration 8Q: 3 clusters Score -278239.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -278287.375000 Penalty: 2632.157715
	Iteration 9Q: 3 clusters Score -278287.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -278327.843750 Penalty: 2632.157715
	Iteration 10Q: 3 clusters Score -278327.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -278367.187500 Penalty: 2632.157715
	Iteration 11Q: 3 clusters Score -278367.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -278408.531250 Penalty: 2632.157715
	Iteration 12Q: 3 clusters Score -278408.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -278441.406250 Penalty: 2632.157715
	Iteration 13Q: 3 clusters Score -278441.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -278471.187500 Penalty: 2632.157715
	Iteration 14Q: 3 clusters Score -278471.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -278504.656250 Penalty: 2632.157715
	Iteration 15Q: 3 clusters Score -278504.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -278531.718750 Penalty: 2632.157715
	Iteration 16Q: 3 clusters Score -278531.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -278559.062500 Penalty: 2632.157715
	Iteration 17Q: 3 clusters Score -278559.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -278580.875000 Penalty: 2632.157715
	Iteration 18Q: 3 clusters Score -278580.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -278592.437500 Penalty: 2632.157715
	Iteration 19Q: 3 clusters Score -278592.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -278603.500000 Penalty: 2632.157715
	Iteration 20F: 3 clusters Score -278603.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278610.593750 Penalty: 2632.157715
	Iteration 21Q: 3 clusters Score -278610.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -278614.218750 Penalty: 2632.157715
	Iteration 22Q: 3 clusters Score -278614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278615.812500 Penalty: 2632.157715
	Iteration 23Q: 3 clusters Score -278615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -278617.312500 Penalty: 2632.157715
	Iteration 24Q: 3 clusters Score -278617.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -278618.937500 Penalty: 2632.157715
	Iteration 25Q: 3 clusters Score -278618.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -278619.343750 Penalty: 2632.157715
	Iteration 26Q: 3 clusters Score -278619.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -278620.281250 Penalty: 2632.157715
	Iteration 27Q: 3 clusters Score -278620.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -278620.562500 Penalty: 2632.157715
	Iteration 28Q: 3 clusters Score -278620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -278620.656250 Penalty: 2632.157715
	Iteration 29Q: 3 clusters Score -278620.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -278620.656250 Penalty: 2632.157715
	Iteration 30F: 3 clusters Score -278620.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Entering Unmasked Estep 
Score: -951019.500000 Penalty: 1511.175537
	Iteration 0F: 2 clusters Score -951019.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -943225.562500 Penalty: 3022.351074
	Iteration 0F: 3 clusters Score -943225.6 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -945811.250000 Penalty: 3022.351074
	Iteration 1F: 3 clusters Score -945811.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -946098.062500 Penalty: 3022.351074
	Iteration 2F: 3 clusters Score -946098.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -946374.250000 Penalty: 3022.351074
	Iteration 3F: 3 clusters Score -946374.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -946678.000000 Penalty: 3022.351074
	Iteration 4F: 3 clusters Score -946678 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -947089.437500 Penalty: 3022.351074
	Iteration 5F: 3 clusters Score -947089.4 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -947582.687500 Penalty: 3022.351074
	Iteration 6F: 3 clusters Score -947582.7 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -948180.312500 Penalty: 3022.351074
	Iteration 7F: 3 clusters Score -948180.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -948687.125000 Penalty: 3022.351074
	Iteration 8F: 3 clusters Score -948687.1 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -949024.750000 Penalty: 3022.351074
	Iteration 9Q: 3 clusters Score -949024.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -949279.937500 Penalty: 3022.351074
	Iteration 10Q: 3 clusters Score -949279.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -949480.625000 Penalty: 3022.351074
	Iteration 11Q: 3 clusters Score -949480.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -949639.125000 Penalty: 3022.351074
	Iteration 12Q: 3 clusters Score -949639.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -949817.750000 Penalty: 3022.351074
	Iteration 13Q: 3 clusters Score -949817.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -950003.437500 Penalty: 3022.351074
	Iteration 14Q: 3 clusters Score -950003.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -950084.812500 Penalty: 3022.351074
	Iteration 15Q: 3 clusters Score -950084.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -950127.312500 Penalty: 3022.351074
	Iteration 16Q: 3 clusters Score -950127.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -950145.437500 Penalty: 3022.351074
	Iteration 17Q: 3 clusters Score -950145.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -950155.875000 Penalty: 3022.351074
	Iteration 18Q: 3 clusters Score -950155.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -950160.625000 Penalty: 3022.351074
	Iteration 19Q: 3 clusters Score -950160.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -950161.687500 Penalty: 3022.351074
	Iteration 20F: 3 clusters Score -950161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -950164.875000 Penalty: 3022.351074
	Iteration 21Q: 3 clusters Score -950164.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -950169.500000 Penalty: 3022.351074
	Iteration 22Q: 3 clusters Score -950169.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -950170.250000 Penalty: 3022.351074
	Iteration 23Q: 3 clusters Score -950170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -950173.812500 Penalty: 3022.351074
	Iteration 24Q: 3 clusters Score -950173.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -950173.687500 Penalty: 3022.351074
	Iteration 25Q: 3 clusters Score -950173.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -950174.312500 Penalty: 3022.351074
	Iteration 26Q: 3 clusters Score -950174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -950175.250000 Penalty: 3022.351074
	Iteration 27Q: 3 clusters Score -950175.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -950175.625000 Penalty: 3022.351074
	Iteration 28Q: 3 clusters Score -950175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -950175.812500 Penalty: 3022.351074
	Iteration 29Q: 3 clusters Score -950175.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -950175.812500 Penalty: 3022.351074
	Iteration 30F: 3 clusters Score -950175.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44157 members 
Entering Unmasked Estep 
Score: -3878586.750000 Penalty: 1738.019897
	Iteration 0F: 2 clusters Score -3878587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -3849132.250000 Penalty: 3476.039795
	Iteration 0F: 3 clusters Score -3849132 nChanged 20645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3860605.000000 Penalty: 3476.039795
	Iteration 1F: 3 clusters Score -3860605 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3860991.250000 Penalty: 3476.039795
	Iteration 2Q: 3 clusters Score -3860991 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22666 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -3861404.250000 Penalty: 3476.039795
	Iteration 3Q: 3 clusters Score -3861404 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Mstep: Class 2 contains 21390 members 
Entering Unmasked Estep 
Score: -3861918.250000 Penalty: 3476.039795
	Iteration 4Q: 3 clusters Score -3861918 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -3862567.750000 Penalty: 3476.039795
	Iteration 5Q: 3 clusters Score -3862568 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -3863385.750000 Penalty: 3476.039795
	Iteration 6Q: 3 clusters Score -3863386 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -3864306.250000 Penalty: 3476.039795
	Iteration 7Q: 3 clusters Score -3864306 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -3865262.500000 Penalty: 3476.039795
	Iteration 8Q: 3 clusters Score -3865262 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -3866149.750000 Penalty: 3476.039795
	Iteration 9Q: 3 clusters Score -3866150 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3866938.750000 Penalty: 3476.039795
	Iteration 10Q: 3 clusters Score -3866939 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -3867669.500000 Penalty: 3476.039795
	Iteration 11Q: 3 clusters Score -3867670 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -3868298.250000 Penalty: 3476.039795
	Iteration 12Q: 3 clusters Score -3868298 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -3868942.750000 Penalty: 3476.039795
	Iteration 13Q: 3 clusters Score -3868943 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -3869591.750000 Penalty: 3476.039795
	Iteration 14Q: 3 clusters Score -3869592 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -3870333.500000 Penalty: 3476.039795
	Iteration 15Q: 3 clusters Score -3870334 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31771 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -3871145.750000 Penalty: 3476.039795
	Iteration 16Q: 3 clusters Score -3871146 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -3871935.250000 Penalty: 3476.039795
	Iteration 17Q: 3 clusters Score -3871935 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -3872844.250000 Penalty: 3476.039795
	Iteration 18Q: 3 clusters Score -3872844 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37051 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3873799.000000 Penalty: 3476.039795
	Iteration 19Q: 3 clusters Score -3873799 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3874684.750000 Penalty: 3476.039795
	Iteration 20F: 3 clusters Score -3874685 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -3875419.750000 Penalty: 3476.039795
	Iteration 21Q: 3 clusters Score -3875420 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40955 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -3875931.750000 Penalty: 3476.039795
	Iteration 22Q: 3 clusters Score -3875932 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -3876272.250000 Penalty: 3476.039795
	Iteration 23Q: 3 clusters Score -3876272 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3876517.250000 Penalty: 3476.039795
	Iteration 24Q: 3 clusters Score -3876517 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42500 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3876702.250000 Penalty: 3476.039795
	Iteration 25Q: 3 clusters Score -3876702 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42758 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3876837.500000 Penalty: 3476.039795
	Iteration 26Q: 3 clusters Score -3876838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3876923.250000 Penalty: 3476.039795
	Iteration 27Q: 3 clusters Score -3876923 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43061 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3876987.750000 Penalty: 3476.039795
	Iteration 28Q: 3 clusters Score -3876988 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3877022.500000 Penalty: 3476.039795
	Iteration 29Q: 3 clusters Score -3877022 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -3877044.250000 Penalty: 3476.039795
	Iteration 30Q: 3 clusters Score -3877044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43241 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3877063.750000 Penalty: 3476.039795
	Iteration 31Q: 3 clusters Score -3877064 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3877081.750000 Penalty: 3476.039795
	Iteration 32Q: 3 clusters Score -3877082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43310 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3877097.000000 Penalty: 3476.039795
	Iteration 33Q: 3 clusters Score -3877097 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -3877100.000000 Penalty: 3476.039795
	Iteration 34Q: 3 clusters Score -3877100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3877109.250000 Penalty: 3476.039795
	Iteration 35Q: 3 clusters Score -3877109 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3877119.750000 Penalty: 3476.039795
	Iteration 36Q: 3 clusters Score -3877120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43378 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3877127.000000 Penalty: 3476.039795
	Iteration 37Q: 3 clusters Score -3877127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3877127.250000 Penalty: 3476.039795
	Iteration 38Q: 3 clusters Score -3877127 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3877139.250000 Penalty: 3476.039795
	Iteration 39Q: 3 clusters Score -3877139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3877143.750000 Penalty: 3476.039795
	Iteration 40F: 3 clusters Score -3877144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3877145.000000 Penalty: 3476.039795
	Iteration 41Q: 3 clusters Score -3877145 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3877153.500000 Penalty: 3476.039795
	Iteration 42Q: 3 clusters Score -3877154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3877160.250000 Penalty: 3476.039795
	Iteration 43Q: 3 clusters Score -3877160 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3877162.000000 Penalty: 3476.039795
	Iteration 44Q: 3 clusters Score -3877162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3877169.500000 Penalty: 3476.039795
	Iteration 45Q: 3 clusters Score -3877170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3877176.000000 Penalty: 3476.039795
	Iteration 46Q: 3 clusters Score -3877176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43480 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3877182.250000 Penalty: 3476.039795
	Iteration 47Q: 3 clusters Score -3877182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43486 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3877179.500000 Penalty: 3476.039795
	Iteration 48Q: 3 clusters Score -3877180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3877187.000000 Penalty: 3476.039795
	Iteration 49Q: 3 clusters Score -3877187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3877198.750000 Penalty: 3476.039795
	Iteration 50Q: 3 clusters Score -3877199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3877204.500000 Penalty: 3476.039795
	Iteration 51Q: 3 clusters Score -3877204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3877207.000000 Penalty: 3476.039795
	Iteration 52Q: 3 clusters Score -3877207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3877214.750000 Penalty: 3476.039795
	Iteration 53Q: 3 clusters Score -3877215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43543 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3877214.500000 Penalty: 3476.039795
	Iteration 54Q: 3 clusters Score -3877214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3877218.500000 Penalty: 3476.039795
	Iteration 55Q: 3 clusters Score -3877218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3877215.750000 Penalty: 3476.039795
	Iteration 56Q: 3 clusters Score -3877216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3877217.750000 Penalty: 3476.039795
	Iteration 57Q: 3 clusters Score -3877218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3877221.250000 Penalty: 3476.039795
	Iteration 58Q: 3 clusters Score -3877221 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3877222.500000 Penalty: 3476.039795
	Iteration 59Q: 3 clusters Score -3877222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3877223.000000 Penalty: 3476.039795
	Iteration 60F: 3 clusters Score -3877223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3877225.000000 Penalty: 3476.039795
	Iteration 61Q: 3 clusters Score -3877225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3877221.250000 Penalty: 3476.039795
	Iteration 62Q: 3 clusters Score -3877221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3877227.250000 Penalty: 3476.039795
	Iteration 63Q: 3 clusters Score -3877227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3877228.000000 Penalty: 3476.039795
	Iteration 64Q: 3 clusters Score -3877228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43565 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3877226.750000 Penalty: 3476.039795
	Iteration 65Q: 3 clusters Score -3877227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43567 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3877232.250000 Penalty: 3476.039795
	Iteration 66Q: 3 clusters Score -3877232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43571 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3877235.250000 Penalty: 3476.039795
	Iteration 67Q: 3 clusters Score -3877235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3877236.250000 Penalty: 3476.039795
	Iteration 68Q: 3 clusters Score -3877236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3877238.000000 Penalty: 3476.039795
	Iteration 69Q: 3 clusters Score -3877238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43577 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3877238.000000 Penalty: 3476.039795
	Iteration 70F: 3 clusters Score -3877238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Entering Unmasked Estep 
Score: -1130096.000000 Penalty: 1531.858521
	Iteration 0F: 2 clusters Score -1130096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1121404.875000 Penalty: 3063.717041
	Iteration 0F: 3 clusters Score -1121405 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1124297.375000 Penalty: 3063.717041
	Iteration 1F: 3 clusters Score -1124297 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1124569.000000 Penalty: 3063.717041
	Iteration 2F: 3 clusters Score -1124569 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1124821.125000 Penalty: 3063.717041
	Iteration 3F: 3 clusters Score -1124821 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1125079.375000 Penalty: 3063.717041
	Iteration 4Q: 3 clusters Score -1125079 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1125362.375000 Penalty: 3063.717041
	Iteration 5Q: 3 clusters Score -1125362 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1125697.625000 Penalty: 3063.717041
	Iteration 6Q: 3 clusters Score -1125698 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1126118.875000 Penalty: 3063.717041
	Iteration 7F: 3 clusters Score -1126119 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1126603.875000 Penalty: 3063.717041
	Iteration 8F: 3 clusters Score -1126604 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1127062.125000 Penalty: 3063.717041
	Iteration 9F: 3 clusters Score -1127062 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1127485.875000 Penalty: 3063.717041
	Iteration 10Q: 3 clusters Score -1127486 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1127893.000000 Penalty: 3063.717041
	Iteration 11Q: 3 clusters Score -1127893 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1128213.375000 Penalty: 3063.717041
	Iteration 12Q: 3 clusters Score -1128213 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1128456.000000 Penalty: 3063.717041
	Iteration 13Q: 3 clusters Score -1128456 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1128608.125000 Penalty: 3063.717041
	Iteration 14Q: 3 clusters Score -1128608 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1128685.375000 Penalty: 3063.717041
	Iteration 15Q: 3 clusters Score -1128685 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1128727.750000 Penalty: 3063.717041
	Iteration 16Q: 3 clusters Score -1128728 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1128756.625000 Penalty: 3063.717041
	Iteration 17Q: 3 clusters Score -1128757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1128786.375000 Penalty: 3063.717041
	Iteration 18Q: 3 clusters Score -1128786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1128801.000000 Penalty: 3063.717041
	Iteration 19Q: 3 clusters Score -1128801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1128812.875000 Penalty: 3063.717041
	Iteration 20F: 3 clusters Score -1128813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1128821.250000 Penalty: 3063.717041
	Iteration 21Q: 3 clusters Score -1128821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1128824.375000 Penalty: 3063.717041
	Iteration 22Q: 3 clusters Score -1128824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1128826.750000 Penalty: 3063.717041
	Iteration 23Q: 3 clusters Score -1128827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1128832.125000 Penalty: 3063.717041
	Iteration 24Q: 3 clusters Score -1128832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1128835.875000 Penalty: 3063.717041
	Iteration 25Q: 3 clusters Score -1128836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1128841.250000 Penalty: 3063.717041
	Iteration 26Q: 3 clusters Score -1128841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1128842.875000 Penalty: 3063.717041
	Iteration 27Q: 3 clusters Score -1128843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1128846.250000 Penalty: 3063.717041
	Iteration 28Q: 3 clusters Score -1128846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1128846.500000 Penalty: 3063.717041
	Iteration 29Q: 3 clusters Score -1128846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1128846.875000 Penalty: 3063.717041
	Iteration 30Q: 3 clusters Score -1128847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -1128846.875000 Penalty: 3063.717041
	Iteration 31F: 3 clusters Score -1128847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110654 members 
Entering Unmasked Estep 
Score: -9636640.000000 Penalty: 1887.301514
	Iteration 0F: 2 clusters Score -9636640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -9562531.000000 Penalty: 3774.603027
	Iteration 0F: 3 clusters Score -9562531 nChanged 53151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61215 members 
Mstep: Class 2 contains 49439 members 
Entering Unmasked Estep 
Score: -9594348.000000 Penalty: 3774.603027
	Iteration 1F: 3 clusters Score -9594348 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64395 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -9596244.000000 Penalty: 3774.603027
	Iteration 2Q: 3 clusters Score -9596244 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -9599388.000000 Penalty: 3774.603027
	Iteration 3F: 3 clusters Score -9599388 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75407 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -9604540.000000 Penalty: 3774.603027
	Iteration 4F: 3 clusters Score -9604540 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -9611775.000000 Penalty: 3774.603027
	Iteration 5F: 3 clusters Score -9611775 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91050 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -9619401.000000 Penalty: 3774.603027
	Iteration 6F: 3 clusters Score -9619401 nChanged 6342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97068 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -9625330.000000 Penalty: 3774.603027
	Iteration 7F: 3 clusters Score -9625330 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101054 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -9629034.000000 Penalty: 3774.603027
	Iteration 8Q: 3 clusters Score -9629034 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103470 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -9631156.000000 Penalty: 3774.603027
	Iteration 9Q: 3 clusters Score -9631156 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105034 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -9632349.000000 Penalty: 3774.603027
	Iteration 10Q: 3 clusters Score -9632349 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106109 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -9633127.000000 Penalty: 3774.603027
	Iteration 11Q: 3 clusters Score -9633127 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106918 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9633702.000000 Penalty: 3774.603027
	Iteration 12Q: 3 clusters Score -9633702 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107509 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -9634175.000000 Penalty: 3774.603027
	Iteration 13Q: 3 clusters Score -9634175 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9634454.000000 Penalty: 3774.603027
	Iteration 14Q: 3 clusters Score -9634454 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108206 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9634645.000000 Penalty: 3774.603027
	Iteration 15Q: 3 clusters Score -9634645 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108447 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -9634873.000000 Penalty: 3774.603027
	Iteration 16Q: 3 clusters Score -9634873 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108625 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -9635026.000000 Penalty: 3774.603027
	Iteration 17Q: 3 clusters Score -9635026 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108751 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9635104.000000 Penalty: 3774.603027
	Iteration 18Q: 3 clusters Score -9635104 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108841 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -9635170.000000 Penalty: 3774.603027
	Iteration 19Q: 3 clusters Score -9635170 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -9635199.000000 Penalty: 3774.603027
	Iteration 20F: 3 clusters Score -9635199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9635224.000000 Penalty: 3774.603027
	Iteration 21Q: 3 clusters Score -9635224 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -9635247.000000 Penalty: 3774.603027
	Iteration 22Q: 3 clusters Score -9635247 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109000 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -9635269.000000 Penalty: 3774.603027
	Iteration 23Q: 3 clusters Score -9635269 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109018 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -9635279.000000 Penalty: 3774.603027
	Iteration 24Q: 3 clusters Score -9635279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109045 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9635304.000000 Penalty: 3774.603027
	Iteration 25Q: 3 clusters Score -9635304 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109067 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9635328.000000 Penalty: 3774.603027
	Iteration 26Q: 3 clusters Score -9635328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109082 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9635323.000000 Penalty: 3774.603027
	Iteration 27Q: 3 clusters Score -9635323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109095 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -9635327.000000 Penalty: 3774.603027
	Iteration 28Q: 3 clusters Score -9635327 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109103 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -9635333.000000 Penalty: 3774.603027
	Iteration 29Q: 3 clusters Score -9635333 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109105 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -9635343.000000 Penalty: 3774.603027
	Iteration 30Q: 3 clusters Score -9635343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9635338.000000 Penalty: 3774.603027
	Iteration 31Q: 3 clusters Score -9635338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9635337.000000 Penalty: 3774.603027
	Iteration 32Q: 3 clusters Score -9635337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -9635340.000000 Penalty: 3774.603027
	Iteration 33Q: 3 clusters Score -9635340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109111 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -9635339.000000 Penalty: 3774.603027
	Iteration 34Q: 3 clusters Score -9635339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9635336.000000 Penalty: 3774.603027
	Iteration 35Q: 3 clusters Score -9635336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109109 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9635336.000000 Penalty: 3774.603027
	Iteration 36F: 3 clusters Score -9635336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Entering Unmasked Estep 
Score: -1876807.750000 Penalty: 1619.374512
	Iteration 0F: 2 clusters Score -1876808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1862448.875000 Penalty: 3238.749023
	Iteration 0F: 3 clusters Score -1862449 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -1867817.250000 Penalty: 3238.749023
	Iteration 1F: 3 clusters Score -1867817 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1868408.625000 Penalty: 3238.749023
	Iteration 2F: 3 clusters Score -1868409 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1869095.500000 Penalty: 3238.749023
	Iteration 3F: 3 clusters Score -1869096 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1869871.250000 Penalty: 3238.749023
	Iteration 4F: 3 clusters Score -1869871 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1870677.000000 Penalty: 3238.749023
	Iteration 5F: 3 clusters Score -1870677 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -1871506.500000 Penalty: 3238.749023
	Iteration 6F: 3 clusters Score -1871506 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1872313.000000 Penalty: 3238.749023
	Iteration 7F: 3 clusters Score -1872313 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1873029.500000 Penalty: 3238.749023
	Iteration 8F: 3 clusters Score -1873030 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1873684.375000 Penalty: 3238.749023
	Iteration 9Q: 3 clusters Score -1873684 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1874281.125000 Penalty: 3238.749023
	Iteration 10Q: 3 clusters Score -1874281 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1874830.500000 Penalty: 3238.749023
	Iteration 11Q: 3 clusters Score -1874830 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1875349.625000 Penalty: 3238.749023
	Iteration 12Q: 3 clusters Score -1875350 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1875956.875000 Penalty: 3238.749023
	Iteration 13Q: 3 clusters Score -1875957 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -1876633.250000 Penalty: 3238.749023
	Iteration 14Q: 3 clusters Score -1876633 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1877351.500000 Penalty: 3238.749023
	Iteration 15Q: 3 clusters Score -1877352 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1877960.375000 Penalty: 3238.749023
	Iteration 16Q: 3 clusters Score -1877960 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1878380.500000 Penalty: 3238.749023
	Iteration 17Q: 3 clusters Score -1878380 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1878620.500000 Penalty: 3238.749023
	Iteration 18Q: 3 clusters Score -1878620 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1878741.625000 Penalty: 3238.749023
	Iteration 19Q: 3 clusters Score -1878742 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1878812.500000 Penalty: 3238.749023
	Iteration 20F: 3 clusters Score -1878812 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1878853.875000 Penalty: 3238.749023
	Iteration 21Q: 3 clusters Score -1878854 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -1878873.875000 Penalty: 3238.749023
	Iteration 22Q: 3 clusters Score -1878874 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1878882.750000 Penalty: 3238.749023
	Iteration 23Q: 3 clusters Score -1878883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1878889.750000 Penalty: 3238.749023
	Iteration 24Q: 3 clusters Score -1878890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1878891.625000 Penalty: 3238.749023
	Iteration 25Q: 3 clusters Score -1878892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1878895.375000 Penalty: 3238.749023
	Iteration 26Q: 3 clusters Score -1878895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1878894.000000 Penalty: 3238.749023
	Iteration 27Q: 3 clusters Score -1878894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1878890.625000 Penalty: 3238.749023
	Iteration 28Q: 3 clusters Score -1878891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1878892.875000 Penalty: 3238.749023
	Iteration 29Q: 3 clusters Score -1878893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -1878890.000000 Penalty: 3238.749023
	Iteration 30Q: 3 clusters Score -1878890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1878890.625000 Penalty: 3238.749023
	Iteration 31Q: 3 clusters Score -1878891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1878890.625000 Penalty: 3238.749023
	Iteration 32F: 3 clusters Score -1878891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 4613 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10243 members 
Entering Unmasked Estep 
Score: -40873680.000000 Penalty: 68086.757812
Splitting cluster 23 changes total score from -40869532.000000 to -40873680.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 24 (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: -1230614.125000 Penalty: 1553.742188
	Iteration 0F: 2 clusters Score -1230614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1220797.500000 Penalty: 3107.484375
	Iteration 0F: 3 clusters Score -1220798 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1224490.750000 Penalty: 3107.484375
	Iteration 1F: 3 clusters Score -1224491 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1225222.500000 Penalty: 3107.484375
	Iteration 2F: 3 clusters Score -1225222 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1226256.250000 Penalty: 3107.484375
	Iteration 3F: 3 clusters Score -1226256 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1227290.250000 Penalty: 3107.484375
	Iteration 4F: 3 clusters Score -1227290 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1228053.250000 Penalty: 3107.484375
	Iteration 5F: 3 clusters Score -1228053 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -1228606.250000 Penalty: 3107.484375
	Iteration 6F: 3 clusters Score -1228606 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1229023.500000 Penalty: 3107.484375
	Iteration 7Q: 3 clusters Score -1229024 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1229280.250000 Penalty: 3107.484375
	Iteration 8Q: 3 clusters Score -1229280 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1229454.000000 Penalty: 3107.484375
	Iteration 9Q: 3 clusters Score -1229454 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1229600.000000 Penalty: 3107.484375
	Iteration 10Q: 3 clusters Score -1229600 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1229684.750000 Penalty: 3107.484375
	Iteration 11Q: 3 clusters Score -1229685 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1229743.125000 Penalty: 3107.484375
	Iteration 12Q: 3 clusters Score -1229743 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1229783.750000 Penalty: 3107.484375
	Iteration 13Q: 3 clusters Score -1229784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1229827.125000 Penalty: 3107.484375
	Iteration 14Q: 3 clusters Score -1229827 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1229873.625000 Penalty: 3107.484375
	Iteration 15Q: 3 clusters Score -1229874 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1229904.625000 Penalty: 3107.484375
	Iteration 16Q: 3 clusters Score -1229905 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1229929.500000 Penalty: 3107.484375
	Iteration 17Q: 3 clusters Score -1229930 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1229964.875000 Penalty: 3107.484375
	Iteration 18Q: 3 clusters Score -1229965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1229995.875000 Penalty: 3107.484375
	Iteration 19Q: 3 clusters Score -1229996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1230023.125000 Penalty: 3107.484375
	Iteration 20F: 3 clusters Score -1230023 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1230053.125000 Penalty: 3107.484375
	Iteration 21Q: 3 clusters Score -1230053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1230075.875000 Penalty: 3107.484375
	Iteration 22Q: 3 clusters Score -1230076 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1230092.625000 Penalty: 3107.484375
	Iteration 23Q: 3 clusters Score -1230093 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1230112.500000 Penalty: 3107.484375
	Iteration 24Q: 3 clusters Score -1230112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -1230133.750000 Penalty: 3107.484375
	Iteration 25Q: 3 clusters Score -1230134 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1230159.750000 Penalty: 3107.484375
	Iteration 26Q: 3 clusters Score -1230160 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1230188.250000 Penalty: 3107.484375
	Iteration 27Q: 3 clusters Score -1230188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1230228.875000 Penalty: 3107.484375
	Iteration 28Q: 3 clusters Score -1230229 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1230274.500000 Penalty: 3107.484375
	Iteration 29Q: 3 clusters Score -1230274 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1230311.000000 Penalty: 3107.484375
	Iteration 30Q: 3 clusters Score -1230311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1230355.000000 Penalty: 3107.484375
	Iteration 31Q: 3 clusters Score -1230355 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -1230382.875000 Penalty: 3107.484375
	Iteration 32Q: 3 clusters Score -1230383 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1230403.375000 Penalty: 3107.484375
	Iteration 33Q: 3 clusters Score -1230403 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1230411.250000 Penalty: 3107.484375
	Iteration 34Q: 3 clusters Score -1230411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -1230420.250000 Penalty: 3107.484375
	Iteration 35Q: 3 clusters Score -1230420 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1230423.875000 Penalty: 3107.484375
	Iteration 36Q: 3 clusters Score -1230424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1230422.625000 Penalty: 3107.484375
	Iteration 37Q: 3 clusters Score -1230423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1230424.875000 Penalty: 3107.484375
	Iteration 38Q: 3 clusters Score -1230425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1230427.375000 Penalty: 3107.484375
	Iteration 39Q: 3 clusters Score -1230427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -1230428.750000 Penalty: 3107.484375
	Iteration 40F: 3 clusters Score -1230429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1230433.500000 Penalty: 3107.484375
	Iteration 41Q: 3 clusters Score -1230434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1230431.750000 Penalty: 3107.484375
	Iteration 42Q: 3 clusters Score -1230432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1230431.375000 Penalty: 3107.484375
	Iteration 43Q: 3 clusters Score -1230431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1230432.125000 Penalty: 3107.484375
	Iteration 44Q: 3 clusters Score -1230432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1230432.125000 Penalty: 3107.484375
	Iteration 45F: 3 clusters Score -1230432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Entering Unmasked Estep 
Score: -411055.593750 Penalty: 1378.993774
	Iteration 0F: 2 clusters Score -411055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -407210.562500 Penalty: 2757.987549
	Iteration 0F: 3 clusters Score -407210.6 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -408406.031250 Penalty: 2757.987549
	Iteration 1F: 3 clusters Score -408406 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -408921.406250 Penalty: 2757.987549
	Iteration 2F: 3 clusters Score -408921.4 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -409496.843750 Penalty: 2757.987549
	Iteration 3F: 3 clusters Score -409496.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -409987.750000 Penalty: 2757.987549
	Iteration 4F: 3 clusters Score -409987.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -410333.781250 Penalty: 2757.987549
	Iteration 5F: 3 clusters Score -410333.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -410543.250000 Penalty: 2757.987549
	Iteration 6F: 3 clusters Score -410543.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -410650.718750 Penalty: 2757.987549
	Iteration 7Q: 3 clusters Score -410650.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -410719.156250 Penalty: 2757.987549
	Iteration 8Q: 3 clusters Score -410719.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -410768.937500 Penalty: 2757.987549
	Iteration 9Q: 3 clusters Score -410768.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -410797.906250 Penalty: 2757.987549
	Iteration 10Q: 3 clusters Score -410797.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -410812.343750 Penalty: 2757.987549
	Iteration 11Q: 3 clusters Score -410812.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -410825.593750 Penalty: 2757.987549
	Iteration 12Q: 3 clusters Score -410825.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -410835.656250 Penalty: 2757.987549
	Iteration 13Q: 3 clusters Score -410835.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -410842.031250 Penalty: 2757.987549
	Iteration 14Q: 3 clusters Score -410842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -410844.406250 Penalty: 2757.987549
	Iteration 15Q: 3 clusters Score -410844.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -410848.468750 Penalty: 2757.987549
	Iteration 16Q: 3 clusters Score -410848.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -410850.062500 Penalty: 2757.987549
	Iteration 17Q: 3 clusters Score -410850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -410852.406250 Penalty: 2757.987549
	Iteration 18Q: 3 clusters Score -410852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -410853.625000 Penalty: 2757.987549
	Iteration 19Q: 3 clusters Score -410853.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -410853.625000 Penalty: 2757.987549
	Iteration 20F: 3 clusters Score -410853.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (4613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Entering Unmasked Estep 
Score: -369709.906250 Penalty: 1370.953003
	Iteration 0F: 2 clusters Score -369709.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -365970.718750 Penalty: 2741.906006
	Iteration 0F: 3 clusters Score -365970.7 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -367276.875000 Penalty: 2741.906006
	Iteration 1F: 3 clusters Score -367276.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -367945.500000 Penalty: 2741.906006
	Iteration 2F: 3 clusters Score -367945.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -368805.031250 Penalty: 2741.906006
	Iteration 3F: 3 clusters Score -368805 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -369744.562500 Penalty: 2741.906006
	Iteration 4F: 3 clusters Score -369744.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -370456.687500 Penalty: 2741.906006
	Iteration 5F: 3 clusters Score -370456.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -370839.843750 Penalty: 2741.906006
	Iteration 6F: 3 clusters Score -370839.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -371029.343750 Penalty: 2741.906006
	Iteration 7Q: 3 clusters Score -371029.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -371101.281250 Penalty: 2741.906006
	Iteration 8Q: 3 clusters Score -371101.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -371131.312500 Penalty: 2741.906006
	Iteration 9Q: 3 clusters Score -371131.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -371149.125000 Penalty: 2741.906006
	Iteration 10Q: 3 clusters Score -371149.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -371164.125000 Penalty: 2741.906006
	Iteration 11Q: 3 clusters Score -371164.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -371177.531250 Penalty: 2741.906006
	Iteration 12Q: 3 clusters Score -371177.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -371188.593750 Penalty: 2741.906006
	Iteration 13Q: 3 clusters Score -371188.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -371196.156250 Penalty: 2741.906006
	Iteration 14Q: 3 clusters Score -371196.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -371200.312500 Penalty: 2741.906006
	Iteration 15Q: 3 clusters Score -371200.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -371205.437500 Penalty: 2741.906006
	Iteration 16Q: 3 clusters Score -371205.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -371208.031250 Penalty: 2741.906006
	Iteration 17Q: 3 clusters Score -371208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -371211.250000 Penalty: 2741.906006
	Iteration 18Q: 3 clusters Score -371211.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -371211.562500 Penalty: 2741.906006
	Iteration 19Q: 3 clusters Score -371211.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -371213.312500 Penalty: 2741.906006
	Iteration 20F: 3 clusters Score -371213.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -371215.531250 Penalty: 2741.906006
	Iteration 21Q: 3 clusters Score -371215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -371216.500000 Penalty: 2741.906006
	Iteration 22Q: 3 clusters Score -371216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -371216.500000 Penalty: 2741.906006
	Iteration 23F: 3 clusters Score -371216.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 1752 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 1752 members 
Entering Unmasked Estep 
Score: -40874552.000000 Penalty: 70214.468750
Splitting cluster 26 changes total score from -40869532.000000 to -40874552.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 27 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -139654.046875 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -139654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -137815.156250 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -137815.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -138432.390625 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -138432.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -138863.890625 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -138863.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -139376.781250 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -139376.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -139677.953125 Penalty: 2427.266846
	Iteration 4F: 3 clusters Score -139678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -139789.078125 Penalty: 2427.266846
	Iteration 5Q: 3 clusters Score -139789.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -139831.906250 Penalty: 2427.266846
	Iteration 6Q: 3 clusters Score -139831.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -139851.953125 Penalty: 2427.266846
	Iteration 7Q: 3 clusters Score -139852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -139858.531250 Penalty: 2427.266846
	Iteration 8Q: 3 clusters Score -139858.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -139862.031250 Penalty: 2427.266846
	Iteration 9Q: 3 clusters Score -139862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -139864.015625 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -139864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -139864.687500 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -139864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -139864.687500 Penalty: 2427.266846
	Iteration 12F: 3 clusters Score -139864.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 330 members 
Mstep: Class 28 contains 10540 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1422 members 
Entering Unmasked Estep 
Score: -40873892.000000 Penalty: 72342.187500
Splitting cluster 27 changes total score from -40869532.000000 to -40873892.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 28 (10540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Entering Unmasked Estep 
Score: -908259.687500 Penalty: 1505.226562
	Iteration 0F: 2 clusters Score -908259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -900763.562500 Penalty: 3010.453125
	Iteration 0F: 3 clusters Score -900763.6 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -903106.875000 Penalty: 3010.453125
	Iteration 1F: 3 clusters Score -903106.9 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -903345.437500 Penalty: 3010.453125
	Iteration 2F: 3 clusters Score -903345.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -903530.937500 Penalty: 3010.453125
	Iteration 3Q: 3 clusters Score -903530.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -903722.000000 Penalty: 3010.453125
	Iteration 4Q: 3 clusters Score -903722 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -903899.250000 Penalty: 3010.453125
	Iteration 5Q: 3 clusters Score -903899.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -904096.062500 Penalty: 3010.453125
	Iteration 6Q: 3 clusters Score -904096.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -904314.500000 Penalty: 3010.453125
	Iteration 7Q: 3 clusters Score -904314.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -904572.437500 Penalty: 3010.453125
	Iteration 8Q: 3 clusters Score -904572.4 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -904901.812500 Penalty: 3010.453125
	Iteration 9Q: 3 clusters Score -904901.8 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -905310.437500 Penalty: 3010.453125
	Iteration 10Q: 3 clusters Score -905310.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -905769.000000 Penalty: 3010.453125
	Iteration 11F: 3 clusters Score -905769 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -906264.250000 Penalty: 3010.453125
	Iteration 12Q: 3 clusters Score -906264.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -906704.312500 Penalty: 3010.453125
	Iteration 13Q: 3 clusters Score -906704.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -907020.187500 Penalty: 3010.453125
	Iteration 14Q: 3 clusters Score -907020.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -907286.812500 Penalty: 3010.453125
	Iteration 15Q: 3 clusters Score -907286.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -907555.687500 Penalty: 3010.453125
	Iteration 16Q: 3 clusters Score -907555.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -907844.187500 Penalty: 3010.453125
	Iteration 17Q: 3 clusters Score -907844.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -908181.312500 Penalty: 3010.453125
	Iteration 18Q: 3 clusters Score -908181.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -908361.125000 Penalty: 3010.453125
	Iteration 19Q: 3 clusters Score -908361.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -908410.562500 Penalty: 3010.453125
	Iteration 20F: 3 clusters Score -908410.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -908426.812500 Penalty: 3010.453125
	Iteration 21Q: 3 clusters Score -908426.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -908431.000000 Penalty: 3010.453125
	Iteration 22Q: 3 clusters Score -908431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -908432.687500 Penalty: 3010.453125
	Iteration 23Q: 3 clusters Score -908432.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -908435.375000 Penalty: 3010.453125
	Iteration 24Q: 3 clusters Score -908435.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -908437.812500 Penalty: 3010.453125
	Iteration 25Q: 3 clusters Score -908437.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -908438.562500 Penalty: 3010.453125
	Iteration 26Q: 3 clusters Score -908438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -908438.562500 Penalty: 3010.453125
	Iteration 27F: 3 clusters Score -908438.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 330 members 
Mstep: Class 28 contains 8772 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 1768 members 
Entering Unmasked Estep 
Score: -40873572.000000 Penalty: 74469.898438
Splitting cluster 28 changes total score from -40869532.000000 to -40873572.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 29 (22560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Entering Unmasked Estep 
Score: -1964256.625000 Penalty: 1628.889160
	Iteration 0F: 2 clusters Score -1964257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1948879.250000 Penalty: 3257.778320
	Iteration 0F: 3 clusters Score -1948879 nChanged 10288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1954639.750000 Penalty: 3257.778320
	Iteration 1F: 3 clusters Score -1954640 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1955075.625000 Penalty: 3257.778320
	Iteration 2F: 3 clusters Score -1955076 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1955496.500000 Penalty: 3257.778320
	Iteration 3Q: 3 clusters Score -1955496 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1955939.750000 Penalty: 3257.778320
	Iteration 4Q: 3 clusters Score -1955940 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1956416.750000 Penalty: 3257.778320
	Iteration 5Q: 3 clusters Score -1956417 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1956990.625000 Penalty: 3257.778320
	Iteration 6Q: 3 clusters Score -1956991 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -1957602.250000 Penalty: 3257.778320
	Iteration 7F: 3 clusters Score -1957602 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -1958247.625000 Penalty: 3257.778320
	Iteration 8F: 3 clusters Score -1958248 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1958879.000000 Penalty: 3257.778320
	Iteration 9Q: 3 clusters Score -1958879 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -1959380.250000 Penalty: 3257.778320
	Iteration 10Q: 3 clusters Score -1959380 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1959755.000000 Penalty: 3257.778320
	Iteration 11Q: 3 clusters Score -1959755 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -1960036.875000 Penalty: 3257.778320
	Iteration 12Q: 3 clusters Score -1960037 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1960243.375000 Penalty: 3257.778320
	Iteration 13Q: 3 clusters Score -1960243 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 14956 members 
Entering Unmasked Estep 
Score: -1960428.125000 Penalty: 3257.778320
	Iteration 14Q: 3 clusters Score -1960428 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1960607.250000 Penalty: 3257.778320
	Iteration 15Q: 3 clusters Score -1960607 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -1960766.250000 Penalty: 3257.778320
	Iteration 16Q: 3 clusters Score -1960766 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1960919.625000 Penalty: 3257.778320
	Iteration 17Q: 3 clusters Score -1960920 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -1961077.625000 Penalty: 3257.778320
	Iteration 18Q: 3 clusters Score -1961078 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1961229.375000 Penalty: 3257.778320
	Iteration 19Q: 3 clusters Score -1961229 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1961373.375000 Penalty: 3257.778320
	Iteration 20F: 3 clusters Score -1961373 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1961514.625000 Penalty: 3257.778320
	Iteration 21Q: 3 clusters Score -1961515 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1961617.625000 Penalty: 3257.778320
	Iteration 22Q: 3 clusters Score -1961618 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -1961731.875000 Penalty: 3257.778320
	Iteration 23Q: 3 clusters Score -1961732 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1961838.000000 Penalty: 3257.778320
	Iteration 24Q: 3 clusters Score -1961838 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -1961930.375000 Penalty: 3257.778320
	Iteration 25Q: 3 clusters Score -1961930 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -1962020.875000 Penalty: 3257.778320
	Iteration 26Q: 3 clusters Score -1962021 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1962118.125000 Penalty: 3257.778320
	Iteration 27Q: 3 clusters Score -1962118 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1962234.375000 Penalty: 3257.778320
	Iteration 28Q: 3 clusters Score -1962234 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -1962338.750000 Penalty: 3257.778320
	Iteration 29Q: 3 clusters Score -1962339 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -1962471.250000 Penalty: 3257.778320
	Iteration 30Q: 3 clusters Score -1962471 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1962566.750000 Penalty: 3257.778320
	Iteration 31Q: 3 clusters Score -1962567 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -1962653.500000 Penalty: 3257.778320
	Iteration 32Q: 3 clusters Score -1962654 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1962720.875000 Penalty: 3257.778320
	Iteration 33Q: 3 clusters Score -1962721 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -1962779.625000 Penalty: 3257.778320
	Iteration 34Q: 3 clusters Score -1962780 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1962832.125000 Penalty: 3257.778320
	Iteration 35Q: 3 clusters Score -1962832 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -1962855.000000 Penalty: 3257.778320
	Iteration 36Q: 3 clusters Score -1962855 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -1962881.625000 Penalty: 3257.778320
	Iteration 37Q: 3 clusters Score -1962882 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -1962904.875000 Penalty: 3257.778320
	Iteration 38Q: 3 clusters Score -1962905 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -1962930.125000 Penalty: 3257.778320
	Iteration 39Q: 3 clusters Score -1962930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -1962942.625000 Penalty: 3257.778320
	Iteration 40F: 3 clusters Score -1962943 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -1962964.000000 Penalty: 3257.778320
	Iteration 41Q: 3 clusters Score -1962964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -1962984.500000 Penalty: 3257.778320
	Iteration 42Q: 3 clusters Score -1962984 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -1963002.000000 Penalty: 3257.778320
	Iteration 43Q: 3 clusters Score -1963002 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -1963013.375000 Penalty: 3257.778320
	Iteration 44Q: 3 clusters Score -1963013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -1963028.250000 Penalty: 3257.778320
	Iteration 45Q: 3 clusters Score -1963028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -1963040.250000 Penalty: 3257.778320
	Iteration 46Q: 3 clusters Score -1963040 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -1963047.375000 Penalty: 3257.778320
	Iteration 47Q: 3 clusters Score -1963047 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -1963052.125000 Penalty: 3257.778320
	Iteration 48Q: 3 clusters Score -1963052 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -1963064.875000 Penalty: 3257.778320
	Iteration 49Q: 3 clusters Score -1963065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -1963073.750000 Penalty: 3257.778320
	Iteration 50Q: 3 clusters Score -1963074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -1963072.750000 Penalty: 3257.778320
	Iteration 51Q: 3 clusters Score -1963073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -1963076.375000 Penalty: 3257.778320
	Iteration 52Q: 3 clusters Score -1963076 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -1963087.250000 Penalty: 3257.778320
	Iteration 53Q: 3 clusters Score -1963087 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -1963094.125000 Penalty: 3257.778320
	Iteration 54Q: 3 clusters Score -1963094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -1963106.000000 Penalty: 3257.778320
	Iteration 55Q: 3 clusters Score -1963106 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -1963112.250000 Penalty: 3257.778320
	Iteration 56Q: 3 clusters Score -1963112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -1963108.875000 Penalty: 3257.778320
	Iteration 57Q: 3 clusters Score -1963109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -1963111.750000 Penalty: 3257.778320
	Iteration 58Q: 3 clusters Score -1963112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -1963116.750000 Penalty: 3257.778320
	Iteration 59Q: 3 clusters Score -1963117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -1963114.500000 Penalty: 3257.778320
	Iteration 60F: 3 clusters Score -1963114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -1963114.500000 Penalty: 3257.778320
	Iteration 61Q: 3 clusters Score -1963114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -1963114.875000 Penalty: 3257.778320
	Iteration 62Q: 3 clusters Score -1963115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -1963115.875000 Penalty: 3257.778320
	Iteration 63Q: 3 clusters Score -1963116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -1963115.375000 Penalty: 3257.778320
	Iteration 64Q: 3 clusters Score -1963115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -1963122.375000 Penalty: 3257.778320
	Iteration 65Q: 3 clusters Score -1963122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -1963126.875000 Penalty: 3257.778320
	Iteration 66Q: 3 clusters Score -1963127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -1963132.375000 Penalty: 3257.778320
	Iteration 67Q: 3 clusters Score -1963132 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -1963132.875000 Penalty: 3257.778320
	Iteration 68Q: 3 clusters Score -1963133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -1963132.250000 Penalty: 3257.778320
	Iteration 69Q: 3 clusters Score -1963132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -1963133.750000 Penalty: 3257.778320
	Iteration 70Q: 3 clusters Score -1963134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -1963138.000000 Penalty: 3257.778320
	Iteration 71Q: 3 clusters Score -1963138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -1963139.875000 Penalty: 3257.778320
	Iteration 72Q: 3 clusters Score -1963140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -1963140.500000 Penalty: 3257.778320
	Iteration 73Q: 3 clusters Score -1963140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -1963142.125000 Penalty: 3257.778320
	Iteration 74Q: 3 clusters Score -1963142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -1963140.875000 Penalty: 3257.778320
	Iteration 75Q: 3 clusters Score -1963141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -1963145.750000 Penalty: 3257.778320
	Iteration 76Q: 3 clusters Score -1963146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -1963143.375000 Penalty: 3257.778320
	Iteration 77Q: 3 clusters Score -1963143 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -1963143.750000 Penalty: 3257.778320
	Iteration 78Q: 3 clusters Score -1963144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -1963146.125000 Penalty: 3257.778320
	Iteration 79Q: 3 clusters Score -1963146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -1963145.375000 Penalty: 3257.778320
	Iteration 80F: 3 clusters Score -1963145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -717291.750000 Penalty: 1465.459229
	Iteration 0F: 2 clusters Score -717291.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -711235.312500 Penalty: 2930.918457
	Iteration 0F: 3 clusters Score -711235.3 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -713370.812500 Penalty: 2930.918457
	Iteration 1F: 3 clusters Score -713370.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -714314.125000 Penalty: 2930.918457
	Iteration 2F: 3 clusters Score -714314.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -715026.250000 Penalty: 2930.918457
	Iteration 3F: 3 clusters Score -715026.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -715634.625000 Penalty: 2930.918457
	Iteration 4F: 3 clusters Score -715634.6 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -716257.937500 Penalty: 2930.918457
	Iteration 5F: 3 clusters Score -716257.9 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -716818.125000 Penalty: 2930.918457
	Iteration 6F: 3 clusters Score -716818.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -717208.375000 Penalty: 2930.918457
	Iteration 7F: 3 clusters Score -717208.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -717437.062500 Penalty: 2930.918457
	Iteration 8Q: 3 clusters Score -717437.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -717575.437500 Penalty: 2930.918457
	Iteration 9Q: 3 clusters Score -717575.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -717637.000000 Penalty: 2930.918457
	Iteration 10Q: 3 clusters Score -717637 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -717673.437500 Penalty: 2930.918457
	Iteration 11Q: 3 clusters Score -717673.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -717695.812500 Penalty: 2930.918457
	Iteration 12Q: 3 clusters Score -717695.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -717708.187500 Penalty: 2930.918457
	Iteration 13Q: 3 clusters Score -717708.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -717717.687500 Penalty: 2930.918457
	Iteration 14Q: 3 clusters Score -717717.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -717721.875000 Penalty: 2930.918457
	Iteration 15Q: 3 clusters Score -717721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -717724.312500 Penalty: 2930.918457
	Iteration 16Q: 3 clusters Score -717724.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -717726.062500 Penalty: 2930.918457
	Iteration 17Q: 3 clusters Score -717726.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -717729.000000 Penalty: 2930.918457
	Iteration 18Q: 3 clusters Score -717729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -717730.250000 Penalty: 2930.918457
	Iteration 19Q: 3 clusters Score -717730.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -717733.125000 Penalty: 2930.918457
	Iteration 20F: 3 clusters Score -717733.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -717736.437500 Penalty: 2930.918457
	Iteration 21Q: 3 clusters Score -717736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -717737.750000 Penalty: 2930.918457
	Iteration 22Q: 3 clusters Score -717737.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -717737.937500 Penalty: 2930.918457
	Iteration 23Q: 3 clusters Score -717737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -717738.500000 Penalty: 2930.918457
	Iteration 24Q: 3 clusters Score -717738.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -717742.625000 Penalty: 2930.918457
	Iteration 25Q: 3 clusters Score -717742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -717742.125000 Penalty: 2930.918457
	Iteration 26Q: 3 clusters Score -717742.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717742.937500 Penalty: 2930.918457
	Iteration 27Q: 3 clusters Score -717742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717744.125000 Penalty: 2930.918457
	Iteration 28Q: 3 clusters Score -717744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717745.125000 Penalty: 2930.918457
	Iteration 29Q: 3 clusters Score -717745.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -717745.312500 Penalty: 2930.918457
	Iteration 30Q: 3 clusters Score -717745.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717745.562500 Penalty: 2930.918457
	Iteration 31Q: 3 clusters Score -717745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -717745.562500 Penalty: 2930.918457
	Iteration 32F: 3 clusters Score -717745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 330 members 
Mstep: Class 28 contains 8772 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 7415 members 
Mstep: Class 31 contains 2667 members 
Mstep: Class 32 contains 10243 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 837 members 
Entering Unmasked Estep 
Score: -40873172.000000 Penalty: 76597.609375
Splitting cluster 30 changes total score from -40869532.000000 to -40873172.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1358 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1480 members 
Mstep: Class 7 contains 10519 members 
Mstep: Class 8 contains 42644 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 14502 members 
Mstep: Class 12 contains 2649 members 
Mstep: Class 13 contains 2828 members 
Mstep: Class 14 contains 2315 members 
Mstep: Class 15 contains 2134 members 
Mstep: Class 16 contains 5633 members 
Mstep: Class 17 contains 3003 members 
Mstep: Class 18 contains 3291 members 
Mstep: Class 19 contains 10933 members 
Mstep: Class 20 contains 44157 members 
Mstep: Class 21 contains 12417 members 
Mstep: Class 22 contains 110654 members 
Mstep: Class 23 contains 11034 members 
Mstep: Class 24 contains 14207 members 
Mstep: Class 25 contains 4847 members 
Mstep: Class 26 contains 2861 members 
Mstep: Class 27 contains 330 members 
Mstep: Class 28 contains 8772 members 
Mstep: Class 29 contains 22560 members 
Mstep: Class 30 contains 7415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875256.000000 Penalty: 76597.609375
Iteration 79Q: 37 clusters Score -4.087526e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 24856 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1372 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 10492 members 
Mstep: Class 8 contains 42636 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38289 members 
Mstep: Class 11 contains 14300 members 
Mstep: Class 12 contains 2639 members 
Mstep: Class 13 contains 2871 members 
Mstep: Class 14 contains 2705 members 
Mstep: Class 15 contains 2168 members 
Mstep: Class 16 contains 5514 members 
Mstep: Class 17 contains 3008 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 10995 members 
Mstep: Class 20 contains 44198 members 
Mstep: Class 21 contains 12392 members 
Mstep: Class 22 contains 110645 members 
Mstep: Class 23 contains 11250 members 
Mstep: Class 24 contains 14163 members 
Mstep: Class 25 contains 4901 members 
Mstep: Class 26 contains 2860 members 
Mstep: Class 27 contains 333 members 
Mstep: Class 28 contains 8794 members 
Mstep: Class 29 contains 22579 members 
Mstep: Class 30 contains 7398 members 
Mstep: Class 31 contains 2551 members 
Mstep: Class 32 contains 9767 members 
Mstep: Class 33 contains 1711 members 
Mstep: Class 34 contains 1393 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877060.000000 Penalty: 76597.609375
Iteration 80F: 37 clusters Score -4.087706e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 24835 members 
Mstep: Class 3 contains 3534 members 
Mstep: Class 4 contains 1289 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 8 contains 42616 members 
Mstep: Class 9 contains 18736 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 14156 members 
Mstep: Class 12 contains 2545 members 
Mstep: Class 13 contains 2835 members 
Mstep: Class 14 contains 2858 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 5457 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 3296 members 
Mstep: Class 19 contains 11007 members 
Mstep: Class 20 contains 44210 members 
Mstep: Class 21 contains 12367 members 
Mstep: Class 22 contains 110635 members 
Mstep: Class 23 contains 11376 members 
Mstep: Class 24 contains 13858 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 2879 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 8812 members 
Mstep: Class 29 contains 22571 members 
Mstep: Class 30 contains 7401 members 
Mstep: Class 31 contains 2548 members 
Mstep: Class 32 contains 10118 members 
Mstep: Class 33 contains 1783 members 
Mstep: Class 34 contains 1414 members 
Mstep: Class 35 contains 1786 members 
Mstep: Class 36 contains 860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877964.000000 Penalty: 76597.609375
Iteration 81Q: 37 clusters Score -4.087796e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35181 members 
Mstep: Class 2 contains 24841 members 
Mstep: Class 3 contains 3533 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 10436 members 
Mstep: Class 8 contains 42589 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38294 members 
Mstep: Class 11 contains 14028 members 
Mstep: Class 12 contains 2460 members 
Mstep: Class 13 contains 2818 members 
Mstep: Class 14 contains 2947 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 5421 members 
Mstep: Class 17 contains 3019 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 11026 members 
Mstep: Class 20 contains 44218 members 
Mstep: Class 21 contains 12355 members 
Mstep: Class 22 contains 110617 members 
Mstep: Class 23 contains 11515 members 
Mstep: Class 24 contains 13627 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2902 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8820 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7398 members 
Mstep: Class 31 contains 2528 members 
Mstep: Class 32 contains 10362 members 
Mstep: Class 33 contains 1796 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 1806 members 
Mstep: Class 36 contains 896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878336.000000 Penalty: 76597.609375
Iteration 82Q: 37 clusters Score -4.087834e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 24845 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1240 members 
Mstep: Class 5 contains 4241 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 10420 members 
Mstep: Class 8 contains 42561 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 38290 members 
Mstep: Class 11 contains 13901 members 
Mstep: Class 12 contains 2382 members 
Mstep: Class 13 contains 2814 members 
Mstep: Class 14 contains 3007 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 5386 members 
Mstep: Class 17 contains 3022 members 
Mstep: Class 18 contains 3293 members 
Mstep: Class 19 contains 11055 members 
Mstep: Class 20 contains 44237 members 
Mstep: Class 21 contains 12344 members 
Mstep: Class 22 contains 110609 members 
Mstep: Class 23 contains 11647 members 
Mstep: Class 24 contains 13454 members 
Mstep: Class 25 contains 4903 members 
Mstep: Class 26 contains 2908 members 
Mstep: Class 27 contains 351 members 
Mstep: Class 28 contains 8828 members 
Mstep: Class 29 contains 22588 members 
Mstep: Class 30 contains 7391 members 
Mstep: Class 31 contains 2509 members 
Mstep: Class 32 contains 10567 members 
Mstep: Class 33 contains 1795 members 
Mstep: Class 34 contains 1419 members 
Mstep: Class 35 contains 1820 members 
Mstep: Class 36 contains 922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878504.000000 Penalty: 76597.609375
Iteration 83Q: 37 clusters Score -4.08785e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 24850 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1231 members 
Mstep: Class 5 contains 4240 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 42532 members 
Mstep: Class 9 contains 18751 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 13797 members 
Mstep: Class 12 contains 2321 members 
Mstep: Class 13 contains 2806 members 
Mstep: Class 14 contains 3059 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 5364 members 
Mstep: Class 17 contains 3026 members 
Mstep: Class 18 contains 3298 members 
Mstep: Class 19 contains 11069 members 
Mstep: Class 20 contains 44242 members 
Mstep: Class 21 contains 12337 members 
Mstep: Class 22 contains 110598 members 
Mstep: Class 23 contains 11750 members 
Mstep: Class 24 contains 13297 members 
Mstep: Class 25 contains 4916 members 
Mstep: Class 26 contains 2918 members 
Mstep: Class 27 contains 349 members 
Mstep: Class 28 contains 8826 members 
Mstep: Class 29 contains 22602 members 
Mstep: Class 30 contains 7381 members 
Mstep: Class 31 contains 2500 members 
Mstep: Class 32 contains 10732 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 1422 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878776.000000 Penalty: 76597.609375
Iteration 84Q: 37 clusters Score -4.087878e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 24866 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1214 members 
Mstep: Class 5 contains 4237 members 
Mstep: Class 6 contains 1503 members 
Mstep: Class 7 contains 10387 members 
Mstep: Class 8 contains 42517 members 
Mstep: Class 9 contains 18751 members 
Mstep: Class 10 contains 38293 members 
Mstep: Class 11 contains 13714 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 2805 members 
Mstep: Class 14 contains 3089 members 
Mstep: Class 15 contains 2132 members 
Mstep: Class 16 contains 5347 members 
Mstep: Class 17 contains 3029 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 11084 members 
Mstep: Class 20 contains 44243 members 
Mstep: Class 21 contains 12334 members 
Mstep: Class 22 contains 110590 members 
Mstep: Class 23 contains 11825 members 
Mstep: Class 24 contains 13170 members 
Mstep: Class 25 contains 4938 members 
Mstep: Class 26 contains 2921 members 
Mstep: Class 27 contains 351 members 
Mstep: Class 28 contains 8826 members 
Mstep: Class 29 contains 22599 members 
Mstep: Class 30 contains 7377 members 
Mstep: Class 31 contains 2492 members 
Mstep: Class 32 contains 10863 members 
Mstep: Class 33 contains 1788 members 
Mstep: Class 34 contains 1425 members 
Mstep: Class 35 contains 1836 members 
Mstep: Class 36 contains 975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878960.000000 Penalty: 76597.609375
Iteration 85Q: 37 clusters Score -4.087896e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1207 members 
Mstep: Class 5 contains 4233 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 10382 members 
Mstep: Class 8 contains 42503 members 
Mstep: Class 9 contains 18750 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 13650 members 
Mstep: Class 12 contains 2219 members 
Mstep: Class 13 contains 2803 members 
Mstep: Class 14 contains 3110 members 
Mstep: Class 15 contains 2130 members 
Mstep: Class 16 contains 5329 members 
Mstep: Class 17 contains 3033 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 11108 members 
Mstep: Class 20 contains 44243 members 
Mstep: Class 21 contains 12331 members 
Mstep: Class 22 contains 110584 members 
Mstep: Class 23 contains 11888 members 
Mstep: Class 24 contains 13069 members 
Mstep: Class 25 contains 4952 members 
Mstep: Class 26 contains 2923 members 
Mstep: Class 27 contains 350 members 
Mstep: Class 28 contains 8825 members 
Mstep: Class 29 contains 22601 members 
Mstep: Class 30 contains 7367 members 
Mstep: Class 31 contains 2487 members 
Mstep: Class 32 contains 10951 members 
Mstep: Class 33 contains 1787 members 
Mstep: Class 34 contains 1429 members 
Mstep: Class 35 contains 1840 members 
Mstep: Class 36 contains 999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879096.000000 Penalty: 76597.609375
Iteration 86Q: 37 clusters Score -4.08791e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 24927 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1195 members 
Mstep: Class 5 contains 4228 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 10380 members 
Mstep: Class 8 contains 42487 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 38291 members 
Mstep: Class 11 contains 13586 members 
Mstep: Class 12 contains 2191 members 
Mstep: Class 13 contains 2802 members 
Mstep: Class 14 contains 3123 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 5311 members 
Mstep: Class 17 contains 3035 members 
Mstep: Class 18 contains 3301 members 
Mstep: Class 19 contains 11123 members 
Mstep: Class 20 contains 44250 members 
Mstep: Class 21 contains 12330 members 
Mstep: Class 22 contains 110579 members 
Mstep: Class 23 contains 11955 members 
Mstep: Class 24 contains 12994 members 
Mstep: Class 25 contains 4961 members 
Mstep: Class 26 contains 2928 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8825 members 
Mstep: Class 29 contains 22605 members 
Mstep: Class 30 contains 7365 members 
Mstep: Class 31 contains 2484 members 
Mstep: Class 32 contains 11003 members 
Mstep: Class 33 contains 1783 members 
Mstep: Class 34 contains 1434 members 
Mstep: Class 35 contains 1845 members 
Mstep: Class 36 contains 1016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879164.000000 Penalty: 76597.609375
Iteration 87Q: 37 clusters Score -4.087916e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 24948 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1184 members 
Mstep: Class 5 contains 4225 members 
Mstep: Class 6 contains 1529 members 
Mstep: Class 7 contains 10375 members 
Mstep: Class 8 contains 42472 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38296 members 
Mstep: Class 11 contains 13542 members 
Mstep: Class 12 contains 2162 members 
Mstep: Class 13 contains 2808 members 
Mstep: Class 14 contains 3136 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 5300 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 11138 members 
Mstep: Class 20 contains 44262 members 
Mstep: Class 21 contains 12329 members 
Mstep: Class 22 contains 110572 members 
Mstep: Class 23 contains 12006 members 
Mstep: Class 24 contains 12914 members 
Mstep: Class 25 contains 4966 members 
Mstep: Class 26 contains 2930 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8824 members 
Mstep: Class 29 contains 22603 members 
Mstep: Class 30 contains 7363 members 
Mstep: Class 31 contains 2483 members 
Mstep: Class 32 contains 11069 members 
Mstep: Class 33 contains 1777 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 1849 members 
Mstep: Class 36 contains 1031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879248.000000 Penalty: 76597.609375
Iteration 88Q: 37 clusters Score -4.087925e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 24986 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1171 members 
Mstep: Class 5 contains 4223 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 10364 members 
Mstep: Class 8 contains 42454 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 38299 members 
Mstep: Class 11 contains 13490 members 
Mstep: Class 12 contains 2140 members 
Mstep: Class 13 contains 2807 members 
Mstep: Class 14 contains 3145 members 
Mstep: Class 15 contains 2122 members 
Mstep: Class 16 contains 5292 members 
Mstep: Class 17 contains 3037 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 11147 members 
Mstep: Class 20 contains 44277 members 
Mstep: Class 21 contains 12327 members 
Mstep: Class 22 contains 110567 members 
Mstep: Class 23 contains 12056 members 
Mstep: Class 24 contains 12844 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 2935 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8820 members 
Mstep: Class 29 contains 22601 members 
Mstep: Class 30 contains 7361 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11132 members 
Mstep: Class 33 contains 1772 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 1856 members 
Mstep: Class 36 contains 1042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879328.000000 Penalty: 76597.609375
Iteration 89Q: 37 clusters Score -4.087933e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 25007 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1168 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 1545 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 42440 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 38299 members 
Mstep: Class 11 contains 13442 members 
Mstep: Class 12 contains 2101 members 
Mstep: Class 13 contains 2813 members 
Mstep: Class 14 contains 3156 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 5287 members 
Mstep: Class 17 contains 3043 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 11154 members 
Mstep: Class 20 contains 44288 members 
Mstep: Class 21 contains 12326 members 
Mstep: Class 22 contains 110564 members 
Mstep: Class 23 contains 12106 members 
Mstep: Class 24 contains 12787 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 2941 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8810 members 
Mstep: Class 29 contains 22600 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2480 members 
Mstep: Class 32 contains 11181 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 1053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879356.000000 Penalty: 76597.609375
Iteration 90Q: 37 clusters Score -4.087936e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 25027 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1167 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 10355 members 
Mstep: Class 8 contains 42433 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 38295 members 
Mstep: Class 11 contains 13397 members 
Mstep: Class 12 contains 2068 members 
Mstep: Class 13 contains 2823 members 
Mstep: Class 14 contains 3162 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 5276 members 
Mstep: Class 17 contains 3051 members 
Mstep: Class 18 contains 3300 members 
Mstep: Class 19 contains 11163 members 
Mstep: Class 20 contains 44294 members 
Mstep: Class 21 contains 12324 members 
Mstep: Class 22 contains 110557 members 
Mstep: Class 23 contains 12161 members 
Mstep: Class 24 contains 12744 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 2948 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8805 members 
Mstep: Class 29 contains 22600 members 
Mstep: Class 30 contains 7361 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11214 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1870 members 
Mstep: Class 36 contains 1060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879492.000000 Penalty: 76597.609375
Iteration 91Q: 37 clusters Score -4.087949e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 25053 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1162 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 10345 members 
Mstep: Class 8 contains 42424 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 38289 members 
Mstep: Class 11 contains 13353 members 
Mstep: Class 12 contains 2028 members 
Mstep: Class 13 contains 2842 members 
Mstep: Class 14 contains 3166 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 5274 members 
Mstep: Class 17 contains 3063 members 
Mstep: Class 18 contains 3303 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 44304 members 
Mstep: Class 21 contains 12321 members 
Mstep: Class 22 contains 110553 members 
Mstep: Class 23 contains 12207 members 
Mstep: Class 24 contains 12718 members 
Mstep: Class 25 contains 4978 members 
Mstep: Class 26 contains 2954 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8801 members 
Mstep: Class 29 contains 22598 members 
Mstep: Class 30 contains 7354 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11231 members 
Mstep: Class 33 contains 1750 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 1875 members 
Mstep: Class 36 contains 1072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879672.000000 Penalty: 76597.609375
Iteration 92Q: 37 clusters Score -4.087967e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 25080 members 
Mstep: Class 3 contains 3536 members 
Mstep: Class 4 contains 1156 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 10334 members 
Mstep: Class 8 contains 42415 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38284 members 
Mstep: Class 11 contains 13309 members 
Mstep: Class 12 contains 1988 members 
Mstep: Class 13 contains 2863 members 
Mstep: Class 14 contains 3169 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 5270 members 
Mstep: Class 17 contains 3069 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 11177 members 
Mstep: Class 20 contains 44314 members 
Mstep: Class 21 contains 12319 members 
Mstep: Class 22 contains 110556 members 
Mstep: Class 23 contains 12248 members 
Mstep: Class 24 contains 12690 members 
Mstep: Class 25 contains 4983 members 
Mstep: Class 26 contains 2957 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 8798 members 
Mstep: Class 29 contains 22597 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11250 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 1879 members 
Mstep: Class 36 contains 1077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879760.000000 Penalty: 76597.609375
Iteration 93Q: 37 clusters Score -4.087976e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 25082 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 4210 members 
Mstep: Class 6 contains 1565 members 
Mstep: Class 7 contains 10325 members 
Mstep: Class 8 contains 42405 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38285 members 
Mstep: Class 11 contains 13257 members 
Mstep: Class 12 contains 1954 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 3171 members 
Mstep: Class 15 contains 2105 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3074 members 
Mstep: Class 18 contains 3309 members 
Mstep: Class 19 contains 11189 members 
Mstep: Class 20 contains 44324 members 
Mstep: Class 21 contains 12317 members 
Mstep: Class 22 contains 110553 members 
Mstep: Class 23 contains 12299 members 
Mstep: Class 24 contains 12662 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 26 contains 2960 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8795 members 
Mstep: Class 29 contains 22593 members 
Mstep: Class 30 contains 7350 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11283 members 
Mstep: Class 33 contains 1754 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1882 members 
Mstep: Class 36 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879892.000000 Penalty: 76597.609375
Iteration 94Q: 37 clusters Score -4.087989e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 25085 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 4207 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 10318 members 
Mstep: Class 8 contains 42401 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38283 members 
Mstep: Class 11 contains 13210 members 
Mstep: Class 12 contains 1927 members 
Mstep: Class 13 contains 2906 members 
Mstep: Class 14 contains 3174 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3082 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 11207 members 
Mstep: Class 20 contains 44334 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 22 contains 110549 members 
Mstep: Class 23 contains 12348 members 
Mstep: Class 24 contains 12635 members 
Mstep: Class 25 contains 4975 members 
Mstep: Class 26 contains 2963 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8789 members 
Mstep: Class 29 contains 22588 members 
Mstep: Class 30 contains 7350 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11312 members 
Mstep: Class 33 contains 1757 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1890 members 
Mstep: Class 36 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879964.000000 Penalty: 76597.609375
Iteration 95Q: 37 clusters Score -4.087996e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 25092 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1151 members 
Mstep: Class 5 contains 4206 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 10313 members 
Mstep: Class 8 contains 42400 members 
Mstep: Class 9 contains 18739 members 
Mstep: Class 10 contains 38284 members 
Mstep: Class 11 contains 13164 members 
Mstep: Class 12 contains 1900 members 
Mstep: Class 13 contains 2932 members 
Mstep: Class 14 contains 3176 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 3087 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11213 members 
Mstep: Class 20 contains 44342 members 
Mstep: Class 21 contains 12316 members 
Mstep: Class 22 contains 110542 members 
Mstep: Class 23 contains 12389 members 
Mstep: Class 24 contains 12611 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8778 members 
Mstep: Class 29 contains 22586 members 
Mstep: Class 30 contains 7352 members 
Mstep: Class 31 contains 2482 members 
Mstep: Class 32 contains 11322 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1902 members 
Mstep: Class 36 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880144.000000 Penalty: 76597.609375
Iteration 96Q: 37 clusters Score -4.088014e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 25102 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 10305 members 
Mstep: Class 8 contains 42394 members 
Mstep: Class 9 contains 18739 members 
Mstep: Class 10 contains 38282 members 
Mstep: Class 11 contains 13127 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 2956 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 5251 members 
Mstep: Class 17 contains 3090 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 11215 members 
Mstep: Class 20 contains 44353 members 
Mstep: Class 21 contains 12313 members 
Mstep: Class 22 contains 110544 members 
Mstep: Class 23 contains 12427 members 
Mstep: Class 24 contains 12585 members 
Mstep: Class 25 contains 4981 members 
Mstep: Class 26 contains 2966 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8765 members 
Mstep: Class 29 contains 22584 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 2482 members 
Mstep: Class 32 contains 11334 members 
Mstep: Class 33 contains 1763 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1919 members 
Mstep: Class 36 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880144.000000 Penalty: 76597.609375
Iteration 97Q: 37 clusters Score -4.088014e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 25113 members 
Mstep: Class 3 contains 3537 members 
Mstep: Class 4 contains 1152 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 1560 members 
Mstep: Class 7 contains 10292 members 
Mstep: Class 8 contains 42387 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38279 members 
Mstep: Class 11 contains 13089 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 2980 members 
Mstep: Class 14 contains 3178 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 5243 members 
Mstep: Class 17 contains 3095 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11223 members 
Mstep: Class 20 contains 44366 members 
Mstep: Class 21 contains 12310 members 
Mstep: Class 22 contains 110546 members 
Mstep: Class 23 contains 12462 members 
Mstep: Class 24 contains 12559 members 
Mstep: Class 25 contains 4980 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8756 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 2481 members 
Mstep: Class 32 contains 11341 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1932 members 
Mstep: Class 36 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880132.000000 Penalty: 76597.609375
Iteration 98Q: 37 clusters Score -4.088013e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 25118 members 
Mstep: Class 3 contains 3538 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 10286 members 
Mstep: Class 8 contains 42378 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38276 members 
Mstep: Class 11 contains 13059 members 
Mstep: Class 12 contains 1859 members 
Mstep: Class 13 contains 3009 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 3097 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 44378 members 
Mstep: Class 21 contains 12308 members 
Mstep: Class 22 contains 110543 members 
Mstep: Class 23 contains 12486 members 
Mstep: Class 24 contains 12537 members 
Mstep: Class 25 contains 4976 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8750 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2479 members 
Mstep: Class 32 contains 11348 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 1435 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880112.000000 Penalty: 76597.609375
Iteration 99Q: 37 clusters Score -4.088011e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 25129 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1153 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1564 members 
Mstep: Class 7 contains 10282 members 
Mstep: Class 8 contains 42374 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38275 members 
Mstep: Class 11 contains 13035 members 
Mstep: Class 12 contains 1852 members 
Mstep: Class 13 contains 3038 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 3101 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 11233 members 
Mstep: Class 20 contains 44386 members 
Mstep: Class 21 contains 12304 members 
Mstep: Class 22 contains 110540 members 
Mstep: Class 23 contains 12510 members 
Mstep: Class 24 contains 12513 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8742 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7354 members 
Mstep: Class 31 contains 2476 members 
Mstep: Class 32 contains 11350 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 1436 members 
Mstep: Class 35 contains 1952 members 
Mstep: Class 36 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880212.000000 Penalty: 76597.609375
Iteration 100F: 37 clusters Score -4.088021e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25133 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1567 members 
Mstep: Class 7 contains 10278 members 
Mstep: Class 8 contains 42371 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38274 members 
Mstep: Class 11 contains 13005 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 3058 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 3104 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 11237 members 
Mstep: Class 20 contains 44390 members 
Mstep: Class 21 contains 12303 members 
Mstep: Class 22 contains 110536 members 
Mstep: Class 23 contains 12528 members 
Mstep: Class 24 contains 12494 members 
Mstep: Class 25 contains 4973 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8731 members 
Mstep: Class 29 contains 22577 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 2473 members 
Mstep: Class 32 contains 11355 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 1437 members 
Mstep: Class 35 contains 1962 members 
Mstep: Class 36 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880200.000000 Penalty: 76597.609375
Iteration 101Q: 37 clusters Score -4.08802e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 25133 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1148 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1566 members 
Mstep: Class 7 contains 10273 members 
Mstep: Class 8 contains 42368 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38271 members 
Mstep: Class 11 contains 12981 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 3071 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 3106 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 11241 members 
Mstep: Class 20 contains 44391 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 110535 members 
Mstep: Class 23 contains 12546 members 
Mstep: Class 24 contains 12480 members 
Mstep: Class 25 contains 4974 members 
Mstep: Class 26 contains 2972 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8720 members 
Mstep: Class 29 contains 22576 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 2471 members 
Mstep: Class 32 contains 11357 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 1971 members 
Mstep: Class 36 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880264.000000 Penalty: 76597.609375
Iteration 102Q: 37 clusters Score -4.088026e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 25137 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1147 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1563 members 
Mstep: Class 7 contains 10272 members 
Mstep: Class 8 contains 42369 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 12965 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 3093 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 44388 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 110533 members 
Mstep: Class 23 contains 12560 members 
Mstep: Class 24 contains 12466 members 
Mstep: Class 25 contains 4971 members 
Mstep: Class 26 contains 2973 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8710 members 
Mstep: Class 29 contains 22571 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2470 members 
Mstep: Class 32 contains 11360 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 1984 members 
Mstep: Class 36 contains 1119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880228.000000 Penalty: 76597.609375
Iteration 103Q: 37 clusters Score -4.088023e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25131 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1145 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1561 members 
Mstep: Class 7 contains 10269 members 
Mstep: Class 8 contains 42368 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 12947 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 3115 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2093 members 
Mstep: Class 16 contains 5228 members 
Mstep: Class 17 contains 3109 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 11243 members 
Mstep: Class 20 contains 44388 members 
Mstep: Class 21 contains 12301 members 
Mstep: Class 22 contains 110531 members 
Mstep: Class 23 contains 12578 members 
Mstep: Class 24 contains 12458 members 
Mstep: Class 25 contains 4970 members 
Mstep: Class 26 contains 2972 members 
Mstep: Class 27 contains 351 members 
Mstep: Class 28 contains 8697 members 
Mstep: Class 29 contains 22573 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 2470 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 1765 members 
Mstep: Class 34 contains 1438 members 
Mstep: Class 35 contains 1997 members 
Mstep: Class 36 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880320.000000 Penalty: 76597.609375
Iteration 104Q: 37 clusters Score -4.088032e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25129 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1141 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1563 members 
Mstep: Class 7 contains 10261 members 
Mstep: Class 8 contains 42365 members 
Mstep: Class 9 contains 18738 members 
Mstep: Class 10 contains 38271 members 
Mstep: Class 11 contains 12930 members 
Mstep: Class 12 contains 1835 members 
Mstep: Class 13 contains 3138 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2091 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 3113 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 11245 members 
Mstep: Class 20 contains 44384 members 
Mstep: Class 21 contains 12300 members 
Mstep: Class 22 contains 110529 members 
Mstep: Class 23 contains 12596 members 
Mstep: Class 24 contains 12456 members 
Mstep: Class 25 contains 4969 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 350 members 
Mstep: Class 28 contains 8684 members 
Mstep: Class 29 contains 22576 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 1766 members 
Mstep: Class 34 contains 1439 members 
Mstep: Class 35 contains 2007 members 
Mstep: Class 36 contains 1126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880380.000000 Penalty: 76597.609375
Iteration 105Q: 37 clusters Score -4.088038e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 25133 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1138 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 10256 members 
Mstep: Class 8 contains 42361 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 12912 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 3151 members 
Mstep: Class 14 contains 3193 members 
Mstep: Class 15 contains 2089 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 11246 members 
Mstep: Class 20 contains 44385 members 
Mstep: Class 21 contains 12299 members 
Mstep: Class 22 contains 110529 members 
Mstep: Class 23 contains 12614 members 
Mstep: Class 24 contains 12449 members 
Mstep: Class 25 contains 4964 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8666 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7354 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11364 members 
Mstep: Class 33 contains 1764 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 2027 members 
Mstep: Class 36 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880376.000000 Penalty: 76597.609375
Iteration 106Q: 37 clusters Score -4.088038e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 25134 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1136 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1568 members 
Mstep: Class 7 contains 10253 members 
Mstep: Class 8 contains 42362 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 12896 members 
Mstep: Class 12 contains 1826 members 
Mstep: Class 13 contains 3164 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 3116 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 11256 members 
Mstep: Class 20 contains 44385 members 
Mstep: Class 21 contains 12297 members 
Mstep: Class 22 contains 110527 members 
Mstep: Class 23 contains 12626 members 
Mstep: Class 24 contains 12439 members 
Mstep: Class 25 contains 4964 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8645 members 
Mstep: Class 29 contains 22579 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11365 members 
Mstep: Class 33 contains 1761 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 2051 members 
Mstep: Class 36 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880348.000000 Penalty: 76597.609375
Iteration 107Q: 37 clusters Score -4.088035e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 25135 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 10246 members 
Mstep: Class 8 contains 42359 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38271 members 
Mstep: Class 11 contains 12876 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 3182 members 
Mstep: Class 14 contains 3196 members 
Mstep: Class 15 contains 2086 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 3120 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 11261 members 
Mstep: Class 20 contains 44389 members 
Mstep: Class 21 contains 12292 members 
Mstep: Class 22 contains 110527 members 
Mstep: Class 23 contains 12639 members 
Mstep: Class 24 contains 12438 members 
Mstep: Class 25 contains 4965 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8619 members 
Mstep: Class 29 contains 22579 members 
Mstep: Class 30 contains 7353 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 1760 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 2086 members 
Mstep: Class 36 contains 1127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880348.000000 Penalty: 76597.609375
Iteration 108Q: 37 clusters Score -4.088035e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 25136 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1132 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1570 members 
Mstep: Class 7 contains 10243 members 
Mstep: Class 8 contains 42360 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 12852 members 
Mstep: Class 12 contains 1799 members 
Mstep: Class 13 contains 3197 members 
Mstep: Class 14 contains 3197 members 
Mstep: Class 15 contains 2085 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 3123 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 11273 members 
Mstep: Class 20 contains 44391 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 110522 members 
Mstep: Class 23 contains 12660 members 
Mstep: Class 24 contains 12432 members 
Mstep: Class 25 contains 4964 members 
Mstep: Class 26 contains 2967 members 
Mstep: Class 27 contains 349 members 
Mstep: Class 28 contains 8580 members 
Mstep: Class 29 contains 22580 members 
Mstep: Class 30 contains 7354 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11368 members 
Mstep: Class 33 contains 1759 members 
Mstep: Class 34 contains 1440 members 
Mstep: Class 35 contains 2129 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880368.000000 Penalty: 76597.609375
Iteration 109Q: 37 clusters Score -4.088037e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25141 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1131 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1573 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 42359 members 
Mstep: Class 9 contains 18745 members 
Mstep: Class 10 contains 38271 members 
Mstep: Class 11 contains 12833 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 3206 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 5231 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 11285 members 
Mstep: Class 20 contains 44392 members 
Mstep: Class 21 contains 12285 members 
Mstep: Class 22 contains 110520 members 
Mstep: Class 23 contains 12675 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 4963 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8548 members 
Mstep: Class 29 contains 22576 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11370 members 
Mstep: Class 33 contains 1758 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 2162 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880484.000000 Penalty: 76597.609375
Iteration 110Q: 37 clusters Score -4.088048e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 25150 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1576 members 
Mstep: Class 7 contains 10233 members 
Mstep: Class 8 contains 42355 members 
Mstep: Class 9 contains 18744 members 
Mstep: Class 10 contains 38272 members 
Mstep: Class 11 contains 12819 members 
Mstep: Class 12 contains 1780 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 3198 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 11300 members 
Mstep: Class 20 contains 44396 members 
Mstep: Class 21 contains 12287 members 
Mstep: Class 22 contains 110516 members 
Mstep: Class 23 contains 12683 members 
Mstep: Class 24 contains 12423 members 
Mstep: Class 25 contains 4962 members 
Mstep: Class 26 contains 2964 members 
Mstep: Class 27 contains 348 members 
Mstep: Class 28 contains 8518 members 
Mstep: Class 29 contains 22578 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11371 members 
Mstep: Class 33 contains 1757 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2198 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880392.000000 Penalty: 76597.609375
Iteration 111Q: 37 clusters Score -4.088039e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 25156 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1584 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 42351 members 
Mstep: Class 9 contains 18742 members 
Mstep: Class 10 contains 38270 members 
Mstep: Class 11 contains 12805 members 
Mstep: Class 12 contains 1766 members 
Mstep: Class 13 contains 3216 members 
Mstep: Class 14 contains 3201 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5211 members 
Mstep: Class 17 contains 3126 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 11315 members 
Mstep: Class 20 contains 44400 members 
Mstep: Class 21 contains 12287 members 
Mstep: Class 22 contains 110512 members 
Mstep: Class 23 contains 12691 members 
Mstep: Class 24 contains 12422 members 
Mstep: Class 25 contains 4957 members 
Mstep: Class 26 contains 2965 members 
Mstep: Class 27 contains 347 members 
Mstep: Class 28 contains 8499 members 
Mstep: Class 29 contains 22572 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11380 members 
Mstep: Class 33 contains 1756 members 
Mstep: Class 34 contains 1441 members 
Mstep: Class 35 contains 2231 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880412.000000 Penalty: 76597.609375
Iteration 112Q: 37 clusters Score -4.088041e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35185 members 
Mstep: Class 2 contains 25162 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1588 members 
Mstep: Class 7 contains 10224 members 
Mstep: Class 8 contains 42354 members 
Mstep: Class 9 contains 18741 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12790 members 
Mstep: Class 12 contains 1754 members 
Mstep: Class 13 contains 3222 members 
Mstep: Class 14 contains 3208 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5190 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 11329 members 
Mstep: Class 20 contains 44403 members 
Mstep: Class 21 contains 12286 members 
Mstep: Class 22 contains 110510 members 
Mstep: Class 23 contains 12700 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 4956 members 
Mstep: Class 26 contains 2969 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8478 members 
Mstep: Class 29 contains 22570 members 
Mstep: Class 30 contains 7355 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11386 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2254 members 
Mstep: Class 36 contains 1128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880440.000000 Penalty: 76597.609375
Iteration 113Q: 37 clusters Score -4.088044e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 25166 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1593 members 
Mstep: Class 7 contains 10220 members 
Mstep: Class 8 contains 42352 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 12769 members 
Mstep: Class 12 contains 1742 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5170 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 11342 members 
Mstep: Class 20 contains 44403 members 
Mstep: Class 21 contains 12283 members 
Mstep: Class 22 contains 110510 members 
Mstep: Class 23 contains 12718 members 
Mstep: Class 24 contains 12428 members 
Mstep: Class 25 contains 4953 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8458 members 
Mstep: Class 29 contains 22570 members 
Mstep: Class 30 contains 7356 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11393 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2275 members 
Mstep: Class 36 contains 1129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880464.000000 Penalty: 76597.609375
Iteration 114Q: 37 clusters Score -4.088046e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 25167 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1127 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1595 members 
Mstep: Class 7 contains 10217 members 
Mstep: Class 8 contains 42347 members 
Mstep: Class 9 contains 18743 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 12752 members 
Mstep: Class 12 contains 1732 members 
Mstep: Class 13 contains 3230 members 
Mstep: Class 14 contains 3223 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 3124 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 11351 members 
Mstep: Class 20 contains 44409 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12729 members 
Mstep: Class 24 contains 12425 members 
Mstep: Class 25 contains 4948 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8444 members 
Mstep: Class 29 contains 22576 members 
Mstep: Class 30 contains 7357 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11400 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2295 members 
Mstep: Class 36 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880400.000000 Penalty: 76597.609375
Iteration 115Q: 37 clusters Score -4.08804e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 25169 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1600 members 
Mstep: Class 7 contains 10212 members 
Mstep: Class 8 contains 42342 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38267 members 
Mstep: Class 11 contains 12738 members 
Mstep: Class 12 contains 1716 members 
Mstep: Class 13 contains 3235 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5149 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 11358 members 
Mstep: Class 20 contains 44414 members 
Mstep: Class 21 contains 12274 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12745 members 
Mstep: Class 24 contains 12430 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8422 members 
Mstep: Class 29 contains 22577 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 2469 members 
Mstep: Class 32 contains 11406 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2317 members 
Mstep: Class 36 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880516.000000 Penalty: 76597.609375
Iteration 116Q: 37 clusters Score -4.088052e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 25169 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1123 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1602 members 
Mstep: Class 7 contains 10210 members 
Mstep: Class 8 contains 42338 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 12726 members 
Mstep: Class 12 contains 1700 members 
Mstep: Class 13 contains 3237 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11363 members 
Mstep: Class 20 contains 44415 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 110507 members 
Mstep: Class 23 contains 12758 members 
Mstep: Class 24 contains 12437 members 
Mstep: Class 25 contains 4940 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8413 members 
Mstep: Class 29 contains 22579 members 
Mstep: Class 30 contains 7358 members 
Mstep: Class 31 contains 2467 members 
Mstep: Class 32 contains 11409 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2329 members 
Mstep: Class 36 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880528.000000 Penalty: 76597.609375
Iteration 117Q: 37 clusters Score -4.088053e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 25178 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1125 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1610 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 42335 members 
Mstep: Class 9 contains 18747 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12706 members 
Mstep: Class 12 contains 1687 members 
Mstep: Class 13 contains 3240 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 11368 members 
Mstep: Class 20 contains 44416 members 
Mstep: Class 21 contains 12274 members 
Mstep: Class 22 contains 110508 members 
Mstep: Class 23 contains 12770 members 
Mstep: Class 24 contains 12439 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8400 members 
Mstep: Class 29 contains 22581 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2464 members 
Mstep: Class 32 contains 11406 members 
Mstep: Class 33 contains 1753 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2337 members 
Mstep: Class 36 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880580.000000 Penalty: 76597.609375
Iteration 118Q: 37 clusters Score -4.088058e+07 nChanged 127
Entering ConstructFrom: 
Score: -40880580.000000 Penalty: 76597.609375
Entering ConstructFrom: 
Trying to split cluster 1 (35197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Entering Unmasked Estep 
Score: -3124238.750000 Penalty: 1701.166260
	Iteration 0F: 2 clusters Score -3124239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3100625.250000 Penalty: 3402.332520
	Iteration 0F: 3 clusters Score -3100625 nChanged 16343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3109962.500000 Penalty: 3402.332520
	Iteration 1F: 3 clusters Score -3109962 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -3110456.000000 Penalty: 3402.332520
	Iteration 2Q: 3 clusters Score -3110456 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3110965.750000 Penalty: 3402.332520
	Iteration 3Q: 3 clusters Score -3110966 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3111553.750000 Penalty: 3402.332520
	Iteration 4Q: 3 clusters Score -3111554 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3112362.000000 Penalty: 3402.332520
	Iteration 5Q: 3 clusters Score -3112362 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -3113502.750000 Penalty: 3402.332520
	Iteration 6F: 3 clusters Score -3113503 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3114943.500000 Penalty: 3402.332520
	Iteration 7F: 3 clusters Score -3114944 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -3116441.750000 Penalty: 3402.332520
	Iteration 8F: 3 clusters Score -3116442 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -3117625.250000 Penalty: 3402.332520
	Iteration 9Q: 3 clusters Score -3117625 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3118446.750000 Penalty: 3402.332520
	Iteration 10Q: 3 clusters Score -3118447 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27752 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -3118968.750000 Penalty: 3402.332520
	Iteration 11Q: 3 clusters Score -3118969 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -3119363.000000 Penalty: 3402.332520
	Iteration 12Q: 3 clusters Score -3119363 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -3119699.000000 Penalty: 3402.332520
	Iteration 13Q: 3 clusters Score -3119699 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -3119964.250000 Penalty: 3402.332520
	Iteration 14Q: 3 clusters Score -3119964 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -3120206.000000 Penalty: 3402.332520
	Iteration 15Q: 3 clusters Score -3120206 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -3120475.750000 Penalty: 3402.332520
	Iteration 16Q: 3 clusters Score -3120476 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -3120739.750000 Penalty: 3402.332520
	Iteration 17Q: 3 clusters Score -3120740 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3121000.000000 Penalty: 3402.332520
	Iteration 18Q: 3 clusters Score -3121000 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -3121290.000000 Penalty: 3402.332520
	Iteration 19Q: 3 clusters Score -3121290 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32963 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3121523.500000 Penalty: 3402.332520
	Iteration 20F: 3 clusters Score -3121524 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33351 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3121758.000000 Penalty: 3402.332520
	Iteration 21Q: 3 clusters Score -3121758 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3121972.250000 Penalty: 3402.332520
	Iteration 22Q: 3 clusters Score -3121972 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33968 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3122170.000000 Penalty: 3402.332520
	Iteration 23Q: 3 clusters Score -3122170 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3122305.750000 Penalty: 3402.332520
	Iteration 24Q: 3 clusters Score -3122306 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34320 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3122390.750000 Penalty: 3402.332520
	Iteration 25Q: 3 clusters Score -3122391 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3122471.500000 Penalty: 3402.332520
	Iteration 26Q: 3 clusters Score -3122472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3122531.500000 Penalty: 3402.332520
	Iteration 27Q: 3 clusters Score -3122532 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3122582.250000 Penalty: 3402.332520
	Iteration 28Q: 3 clusters Score -3122582 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3122614.500000 Penalty: 3402.332520
	Iteration 29Q: 3 clusters Score -3122614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3122645.500000 Penalty: 3402.332520
	Iteration 30Q: 3 clusters Score -3122646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3122675.500000 Penalty: 3402.332520
	Iteration 31Q: 3 clusters Score -3122676 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34747 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3122691.000000 Penalty: 3402.332520
	Iteration 32Q: 3 clusters Score -3122691 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3122710.750000 Penalty: 3402.332520
	Iteration 33Q: 3 clusters Score -3122711 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34784 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3122722.000000 Penalty: 3402.332520
	Iteration 34Q: 3 clusters Score -3122722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3122732.250000 Penalty: 3402.332520
	Iteration 35Q: 3 clusters Score -3122732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -3122743.250000 Penalty: 3402.332520
	Iteration 36Q: 3 clusters Score -3122743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3122747.500000 Penalty: 3402.332520
	Iteration 37Q: 3 clusters Score -3122748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -3122753.500000 Penalty: 3402.332520
	Iteration 38Q: 3 clusters Score -3122754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3122756.750000 Penalty: 3402.332520
	Iteration 39Q: 3 clusters Score -3122757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -3122753.500000 Penalty: 3402.332520
	Iteration 40F: 3 clusters Score -3122754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3122756.750000 Penalty: 3402.332520
	Iteration 41Q: 3 clusters Score -3122757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3122759.500000 Penalty: 3402.332520
	Iteration 42Q: 3 clusters Score -3122760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3122756.000000 Penalty: 3402.332520
	Iteration 43Q: 3 clusters Score -3122756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34824 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3122756.000000 Penalty: 3402.332520
	Iteration 44F: 3 clusters Score -3122756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Entering Unmasked Estep 
Score: -2193050.250000 Penalty: 1646.769287
	Iteration 0F: 2 clusters Score -2193050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -2175943.250000 Penalty: 3293.538574
	Iteration 0F: 3 clusters Score -2175943 nChanged 11572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -2182295.500000 Penalty: 3293.538574
	Iteration 1F: 3 clusters Score -2182296 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2182704.250000 Penalty: 3293.538574
	Iteration 2Q: 3 clusters Score -2182704 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2183190.250000 Penalty: 3293.538574
	Iteration 3Q: 3 clusters Score -2183190 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -2183772.250000 Penalty: 3293.538574
	Iteration 4Q: 3 clusters Score -2183772 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2184570.500000 Penalty: 3293.538574
	Iteration 5F: 3 clusters Score -2184570 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2185731.250000 Penalty: 3293.538574
	Iteration 6F: 3 clusters Score -2185731 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2187313.500000 Penalty: 3293.538574
	Iteration 7F: 3 clusters Score -2187314 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2189302.250000 Penalty: 3293.538574
	Iteration 8F: 3 clusters Score -2189302 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2191340.750000 Penalty: 3293.538574
	Iteration 9F: 3 clusters Score -2191341 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2192764.000000 Penalty: 3293.538574
	Iteration 10Q: 3 clusters Score -2192764 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2193355.750000 Penalty: 3293.538574
	Iteration 11Q: 3 clusters Score -2193356 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2193580.500000 Penalty: 3293.538574
	Iteration 12Q: 3 clusters Score -2193580 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2193715.250000 Penalty: 3293.538574
	Iteration 13Q: 3 clusters Score -2193715 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2193801.000000 Penalty: 3293.538574
	Iteration 14Q: 3 clusters Score -2193801 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -2193862.250000 Penalty: 3293.538574
	Iteration 15Q: 3 clusters Score -2193862 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -2193920.500000 Penalty: 3293.538574
	Iteration 16Q: 3 clusters Score -2193920 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2193993.250000 Penalty: 3293.538574
	Iteration 17Q: 3 clusters Score -2193993 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2194048.750000 Penalty: 3293.538574
	Iteration 18Q: 3 clusters Score -2194049 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2194079.500000 Penalty: 3293.538574
	Iteration 19Q: 3 clusters Score -2194080 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2194115.500000 Penalty: 3293.538574
	Iteration 20F: 3 clusters Score -2194116 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2194137.500000 Penalty: 3293.538574
	Iteration 21Q: 3 clusters Score -2194138 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -2194171.250000 Penalty: 3293.538574
	Iteration 22Q: 3 clusters Score -2194171 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2194202.250000 Penalty: 3293.538574
	Iteration 23Q: 3 clusters Score -2194202 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2194230.000000 Penalty: 3293.538574
	Iteration 24Q: 3 clusters Score -2194230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -2194253.250000 Penalty: 3293.538574
	Iteration 25Q: 3 clusters Score -2194253 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2194263.250000 Penalty: 3293.538574
	Iteration 26Q: 3 clusters Score -2194263 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -2194266.250000 Penalty: 3293.538574
	Iteration 27Q: 3 clusters Score -2194266 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -2194282.250000 Penalty: 3293.538574
	Iteration 28Q: 3 clusters Score -2194282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 13510 members 
Entering Unmasked Estep 
Score: -2194294.500000 Penalty: 3293.538574
	Iteration 29Q: 3 clusters Score -2194294 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -2194297.250000 Penalty: 3293.538574
	Iteration 30Q: 3 clusters Score -2194297 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2194303.750000 Penalty: 3293.538574
	Iteration 31Q: 3 clusters Score -2194304 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -2194305.000000 Penalty: 3293.538574
	Iteration 32Q: 3 clusters Score -2194305 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -2194298.750000 Penalty: 3293.538574
	Iteration 33Q: 3 clusters Score -2194299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2194301.750000 Penalty: 3293.538574
	Iteration 34Q: 3 clusters Score -2194302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -2194305.250000 Penalty: 3293.538574
	Iteration 35Q: 3 clusters Score -2194305 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2194308.500000 Penalty: 3293.538574
	Iteration 36Q: 3 clusters Score -2194308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2194314.500000 Penalty: 3293.538574
	Iteration 37Q: 3 clusters Score -2194314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -2194313.250000 Penalty: 3293.538574
	Iteration 38Q: 3 clusters Score -2194313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2194317.250000 Penalty: 3293.538574
	Iteration 39Q: 3 clusters Score -2194317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2194316.000000 Penalty: 3293.538574
	Iteration 40F: 3 clusters Score -2194316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2194322.000000 Penalty: 3293.538574
	Iteration 41Q: 3 clusters Score -2194322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2194321.750000 Penalty: 3293.538574
	Iteration 42Q: 3 clusters Score -2194322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -2194321.750000 Penalty: 3293.538574
	Iteration 43Q: 3 clusters Score -2194322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2194321.500000 Penalty: 3293.538574
	Iteration 44Q: 3 clusters Score -2194322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2194322.000000 Penalty: 3293.538574
	Iteration 45Q: 3 clusters Score -2194322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -2194322.500000 Penalty: 3293.538574
	Iteration 46Q: 3 clusters Score -2194322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2194324.250000 Penalty: 3293.538574
	Iteration 47Q: 3 clusters Score -2194324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2194323.000000 Penalty: 3293.538574
	Iteration 48Q: 3 clusters Score -2194323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2194326.500000 Penalty: 3293.538574
	Iteration 49Q: 3 clusters Score -2194326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -2194325.250000 Penalty: 3293.538574
	Iteration 50Q: 3 clusters Score -2194325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2194326.500000 Penalty: 3293.538574
	Iteration 51Q: 3 clusters Score -2194326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2194325.250000 Penalty: 3293.538574
	Iteration 52Q: 3 clusters Score -2194325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2194323.500000 Penalty: 3293.538574
	Iteration 53Q: 3 clusters Score -2194324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2194320.750000 Penalty: 3293.538574
	Iteration 54Q: 3 clusters Score -2194321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -2194320.750000 Penalty: 3293.538574
	Iteration 55F: 3 clusters Score -2194321 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 3247 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 12440 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Entering Unmasked Estep 
Score: -40881300.000000 Penalty: 78725.320312
Splitting cluster 2 changes total score from -40880580.000000 to -40881300.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (3539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Entering Unmasked Estep 
Score: -303036.437500 Penalty: 1327.884888
	Iteration 0F: 2 clusters Score -303036.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -299975.500000 Penalty: 2655.769775
	Iteration 0F: 3 clusters Score -299975.5 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -300738.281250 Penalty: 2655.769775
	Iteration 1F: 3 clusters Score -300738.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -300988.093750 Penalty: 2655.769775
	Iteration 2F: 3 clusters Score -300988.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -301261.968750 Penalty: 2655.769775
	Iteration 3F: 3 clusters Score -301262 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -301542.562500 Penalty: 2655.769775
	Iteration 4F: 3 clusters Score -301542.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -301789.156250 Penalty: 2655.769775
	Iteration 5F: 3 clusters Score -301789.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302016.750000 Penalty: 2655.769775
	Iteration 6F: 3 clusters Score -302016.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -302182.406250 Penalty: 2655.769775
	Iteration 7F: 3 clusters Score -302182.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -302288.250000 Penalty: 2655.769775
	Iteration 8Q: 3 clusters Score -302288.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -302346.906250 Penalty: 2655.769775
	Iteration 9Q: 3 clusters Score -302346.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -302384.031250 Penalty: 2655.769775
	Iteration 10Q: 3 clusters Score -302384 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -302406.875000 Penalty: 2655.769775
	Iteration 11Q: 3 clusters Score -302406.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -302419.718750 Penalty: 2655.769775
	Iteration 12Q: 3 clusters Score -302419.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -302429.718750 Penalty: 2655.769775
	Iteration 13Q: 3 clusters Score -302429.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -302438.625000 Penalty: 2655.769775
	Iteration 14Q: 3 clusters Score -302438.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -302444.250000 Penalty: 2655.769775
	Iteration 15Q: 3 clusters Score -302444.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -302448.437500 Penalty: 2655.769775
	Iteration 16Q: 3 clusters Score -302448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -302451.156250 Penalty: 2655.769775
	Iteration 17Q: 3 clusters Score -302451.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -302454.125000 Penalty: 2655.769775
	Iteration 18Q: 3 clusters Score -302454.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -302455.812500 Penalty: 2655.769775
	Iteration 19Q: 3 clusters Score -302455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -302458.656250 Penalty: 2655.769775
	Iteration 20F: 3 clusters Score -302458.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -302462.875000 Penalty: 2655.769775
	Iteration 21Q: 3 clusters Score -302462.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -302465.250000 Penalty: 2655.769775
	Iteration 22Q: 3 clusters Score -302465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -302467.000000 Penalty: 2655.769775
	Iteration 23Q: 3 clusters Score -302467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -302468.031250 Penalty: 2655.769775
	Iteration 24Q: 3 clusters Score -302468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -302469.093750 Penalty: 2655.769775
	Iteration 25Q: 3 clusters Score -302469.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -302469.031250 Penalty: 2655.769775
	Iteration 26Q: 3 clusters Score -302469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -302469.187500 Penalty: 2655.769775
	Iteration 27Q: 3 clusters Score -302469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -302469.500000 Penalty: 2655.769775
	Iteration 28Q: 3 clusters Score -302469.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -302470.218750 Penalty: 2655.769775
	Iteration 29Q: 3 clusters Score -302470.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -302470.375000 Penalty: 2655.769775
	Iteration 30Q: 3 clusters Score -302470.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -302470.375000 Penalty: 2655.769775
	Iteration 31F: 3 clusters Score -302470.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Entering Unmasked Estep 
Score: -75407.078125 Penalty: 1141.794312
	Iteration 0F: 2 clusters Score -75407.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -74000.078125 Penalty: 2283.588623
	Iteration 0F: 3 clusters Score -74000.08 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -74452.507812 Penalty: 2283.588623
	Iteration 1F: 3 clusters Score -74452.51 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74644.734375 Penalty: 2283.588623
	Iteration 2F: 3 clusters Score -74644.73 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74735.718750 Penalty: 2283.588623
	Iteration 3F: 3 clusters Score -74735.72 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -74793.546875 Penalty: 2283.588623
	Iteration 4Q: 3 clusters Score -74793.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74842.601562 Penalty: 2283.588623
	Iteration 5Q: 3 clusters Score -74842.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -74870.062500 Penalty: 2283.588623
	Iteration 6Q: 3 clusters Score -74870.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -74883.945312 Penalty: 2283.588623
	Iteration 7Q: 3 clusters Score -74883.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -74897.304688 Penalty: 2283.588623
	Iteration 8Q: 3 clusters Score -74897.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74904.179688 Penalty: 2283.588623
	Iteration 9Q: 3 clusters Score -74904.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74909.242188 Penalty: 2283.588623
	Iteration 10Q: 3 clusters Score -74909.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74911.312500 Penalty: 2283.588623
	Iteration 11Q: 3 clusters Score -74911.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -74913.406250 Penalty: 2283.588623
	Iteration 12Q: 3 clusters Score -74913.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -74914.820312 Penalty: 2283.588623
	Iteration 13Q: 3 clusters Score -74914.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74915.679688 Penalty: 2283.588623
	Iteration 14Q: 3 clusters Score -74915.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74917.406250 Penalty: 2283.588623
	Iteration 15Q: 3 clusters Score -74917.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -74920.125000 Penalty: 2283.588623
	Iteration 16Q: 3 clusters Score -74920.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -74920.968750 Penalty: 2283.588623
	Iteration 17Q: 3 clusters Score -74920.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74922.523438 Penalty: 2283.588623
	Iteration 18Q: 3 clusters Score -74922.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -74922.523438 Penalty: 2283.588623
	Iteration 19F: 3 clusters Score -74922.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Entering Unmasked Estep 
Score: -367829.156250 Penalty: 1355.904785
	Iteration 0F: 2 clusters Score -367829.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -364359.250000 Penalty: 2711.809570
	Iteration 0F: 3 clusters Score -364359.2 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -365382.718750 Penalty: 2711.809570
	Iteration 1F: 3 clusters Score -365382.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -365752.687500 Penalty: 2711.809570
	Iteration 2F: 3 clusters Score -365752.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -366115.781250 Penalty: 2711.809570
	Iteration 3F: 3 clusters Score -366115.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -366387.406250 Penalty: 2711.809570
	Iteration 4F: 3 clusters Score -366387.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -366556.906250 Penalty: 2711.809570
	Iteration 5F: 3 clusters Score -366556.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -366669.406250 Penalty: 2711.809570
	Iteration 6Q: 3 clusters Score -366669.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -366753.531250 Penalty: 2711.809570
	Iteration 7Q: 3 clusters Score -366753.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -366805.875000 Penalty: 2711.809570
	Iteration 8Q: 3 clusters Score -366805.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -366834.000000 Penalty: 2711.809570
	Iteration 9Q: 3 clusters Score -366834 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -366852.906250 Penalty: 2711.809570
	Iteration 10Q: 3 clusters Score -366852.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -366867.656250 Penalty: 2711.809570
	Iteration 11Q: 3 clusters Score -366867.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -366879.593750 Penalty: 2711.809570
	Iteration 12Q: 3 clusters Score -366879.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -366888.000000 Penalty: 2711.809570
	Iteration 13Q: 3 clusters Score -366888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -366896.750000 Penalty: 2711.809570
	Iteration 14Q: 3 clusters Score -366896.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -366906.593750 Penalty: 2711.809570
	Iteration 15Q: 3 clusters Score -366906.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -366912.625000 Penalty: 2711.809570
	Iteration 16Q: 3 clusters Score -366912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -366916.250000 Penalty: 2711.809570
	Iteration 17Q: 3 clusters Score -366916.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -366919.312500 Penalty: 2711.809570
	Iteration 18Q: 3 clusters Score -366919.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -366920.375000 Penalty: 2711.809570
	Iteration 19Q: 3 clusters Score -366920.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -366922.312500 Penalty: 2711.809570
	Iteration 20F: 3 clusters Score -366922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -366922.875000 Penalty: 2711.809570
	Iteration 21Q: 3 clusters Score -366922.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -366924.031250 Penalty: 2711.809570
	Iteration 22Q: 3 clusters Score -366924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -366926.031250 Penalty: 2711.809570
	Iteration 23Q: 3 clusters Score -366926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -366928.187500 Penalty: 2711.809570
	Iteration 24Q: 3 clusters Score -366928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -366929.937500 Penalty: 2711.809570
	Iteration 25Q: 3 clusters Score -366929.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -366933.968750 Penalty: 2711.809570
	Iteration 26Q: 3 clusters Score -366934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -366936.343750 Penalty: 2711.809570
	Iteration 27Q: 3 clusters Score -366936.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -366938.437500 Penalty: 2711.809570
	Iteration 28Q: 3 clusters Score -366938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -366942.718750 Penalty: 2711.809570
	Iteration 29Q: 3 clusters Score -366942.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -366944.593750 Penalty: 2711.809570
	Iteration 30Q: 3 clusters Score -366944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -366945.812500 Penalty: 2711.809570
	Iteration 31Q: 3 clusters Score -366945.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -366948.531250 Penalty: 2711.809570
	Iteration 32Q: 3 clusters Score -366948.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -366951.000000 Penalty: 2711.809570
	Iteration 33Q: 3 clusters Score -366951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -366951.531250 Penalty: 2711.809570
	Iteration 34Q: 3 clusters Score -366951.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -366953.437500 Penalty: 2711.809570
	Iteration 35Q: 3 clusters Score -366953.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -366955.750000 Penalty: 2711.809570
	Iteration 36Q: 3 clusters Score -366955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -366958.187500 Penalty: 2711.809570
	Iteration 37Q: 3 clusters Score -366958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -366960.875000 Penalty: 2711.809570
	Iteration 38Q: 3 clusters Score -366960.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -366962.250000 Penalty: 2711.809570
	Iteration 39Q: 3 clusters Score -366962.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -366964.593750 Penalty: 2711.809570
	Iteration 40F: 3 clusters Score -366964.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -366965.750000 Penalty: 2711.809570
	Iteration 41Q: 3 clusters Score -366965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -366966.968750 Penalty: 2711.809570
	Iteration 42Q: 3 clusters Score -366967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -366968.375000 Penalty: 2711.809570
	Iteration 43Q: 3 clusters Score -366968.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -366968.937500 Penalty: 2711.809570
	Iteration 44Q: 3 clusters Score -366968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -366968.937500 Penalty: 2711.809570
	Iteration 45F: 3 clusters Score -366968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -114380.835938 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -114380.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -112577.757812 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -112577.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -113162.312500 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -113162.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -113409.070312 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -113409.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -113555.710938 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -113555.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -113658.515625 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -113658.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -113752.773438 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -113752.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -113808.257812 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -113808.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -113872.359375 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -113872.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -113905.929688 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -113905.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -113928.671875 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -113928.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -113954.453125 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -113954.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -113971.851562 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -113971.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -113988.132812 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -113988.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -114002.546875 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -114002.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -114013.320312 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -114013.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -114022.570312 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -114022.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -114027.125000 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -114027.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114031.500000 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -114031.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -114033.101562 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -114033.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -114035.500000 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -114035.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114037.195312 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -114037.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -114038.734375 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -114038.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -114039.843750 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -114039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -114039.843750 Penalty: 2400.401611
	Iteration 23F: 3 clusters Score -114039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Entering Unmasked Estep 
Score: -791431.312500 Penalty: 1499.834473
	Iteration 0F: 2 clusters Score -791431.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -784166.687500 Penalty: 2999.668945
	Iteration 0F: 3 clusters Score -784166.7 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -786931.375000 Penalty: 2999.668945
	Iteration 1F: 3 clusters Score -786931.4 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -787422.875000 Penalty: 2999.668945
	Iteration 2F: 3 clusters Score -787422.9 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -787847.750000 Penalty: 2999.668945
	Iteration 3F: 3 clusters Score -787847.8 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -788171.187500 Penalty: 2999.668945
	Iteration 4F: 3 clusters Score -788171.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -788426.812500 Penalty: 2999.668945
	Iteration 5Q: 3 clusters Score -788426.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -788655.000000 Penalty: 2999.668945
	Iteration 6Q: 3 clusters Score -788655 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -788859.687500 Penalty: 2999.668945
	Iteration 7Q: 3 clusters Score -788859.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -789064.500000 Penalty: 2999.668945
	Iteration 8Q: 3 clusters Score -789064.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -789234.937500 Penalty: 2999.668945
	Iteration 9Q: 3 clusters Score -789234.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -789417.750000 Penalty: 2999.668945
	Iteration 10Q: 3 clusters Score -789417.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -789637.562500 Penalty: 2999.668945
	Iteration 11Q: 3 clusters Score -789637.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -789856.250000 Penalty: 2999.668945
	Iteration 12Q: 3 clusters Score -789856.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -790028.562500 Penalty: 2999.668945
	Iteration 13Q: 3 clusters Score -790028.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -790169.875000 Penalty: 2999.668945
	Iteration 14Q: 3 clusters Score -790169.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -790287.875000 Penalty: 2999.668945
	Iteration 15Q: 3 clusters Score -790287.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -790379.437500 Penalty: 2999.668945
	Iteration 16Q: 3 clusters Score -790379.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -790462.500000 Penalty: 2999.668945
	Iteration 17Q: 3 clusters Score -790462.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -790513.062500 Penalty: 2999.668945
	Iteration 18Q: 3 clusters Score -790513.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -790541.125000 Penalty: 2999.668945
	Iteration 19Q: 3 clusters Score -790541.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -790561.312500 Penalty: 2999.668945
	Iteration 20F: 3 clusters Score -790561.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -790568.062500 Penalty: 2999.668945
	Iteration 21Q: 3 clusters Score -790568.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -790575.625000 Penalty: 2999.668945
	Iteration 22Q: 3 clusters Score -790575.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -790578.750000 Penalty: 2999.668945
	Iteration 23Q: 3 clusters Score -790578.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -790585.375000 Penalty: 2999.668945
	Iteration 24Q: 3 clusters Score -790585.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -790588.625000 Penalty: 2999.668945
	Iteration 25Q: 3 clusters Score -790588.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -790592.375000 Penalty: 2999.668945
	Iteration 26Q: 3 clusters Score -790592.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -790595.875000 Penalty: 2999.668945
	Iteration 27Q: 3 clusters Score -790595.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -790599.187500 Penalty: 2999.668945
	Iteration 28Q: 3 clusters Score -790599.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -790599.125000 Penalty: 2999.668945
	Iteration 29Q: 3 clusters Score -790599.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -790600.437500 Penalty: 2999.668945
	Iteration 30Q: 3 clusters Score -790600.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -790601.437500 Penalty: 2999.668945
	Iteration 31Q: 3 clusters Score -790601.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -790603.937500 Penalty: 2999.668945
	Iteration 32Q: 3 clusters Score -790603.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -790605.937500 Penalty: 2999.668945
	Iteration 33Q: 3 clusters Score -790605.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -790610.062500 Penalty: 2999.668945
	Iteration 34Q: 3 clusters Score -790610.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -790612.812500 Penalty: 2999.668945
	Iteration 35Q: 3 clusters Score -790612.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -790616.375000 Penalty: 2999.668945
	Iteration 36Q: 3 clusters Score -790616.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -790620.812500 Penalty: 2999.668945
	Iteration 37Q: 3 clusters Score -790620.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -790621.562500 Penalty: 2999.668945
	Iteration 38Q: 3 clusters Score -790621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -790624.562500 Penalty: 2999.668945
	Iteration 39Q: 3 clusters Score -790624.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -790627.562500 Penalty: 2999.668945
	Iteration 40F: 3 clusters Score -790627.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -790629.000000 Penalty: 2999.668945
	Iteration 41Q: 3 clusters Score -790629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -790630.437500 Penalty: 2999.668945
	Iteration 42Q: 3 clusters Score -790630.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -790630.750000 Penalty: 2999.668945
	Iteration 43Q: 3 clusters Score -790630.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -790631.875000 Penalty: 2999.668945
	Iteration 44Q: 3 clusters Score -790631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -790630.937500 Penalty: 2999.668945
	Iteration 45Q: 3 clusters Score -790630.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -790631.250000 Penalty: 2999.668945
	Iteration 46Q: 3 clusters Score -790631.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -790631.000000 Penalty: 2999.668945
	Iteration 47Q: 3 clusters Score -790631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -790631.875000 Penalty: 2999.668945
	Iteration 48Q: 3 clusters Score -790631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -790633.312500 Penalty: 2999.668945
	Iteration 49Q: 3 clusters Score -790633.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -790632.562500 Penalty: 2999.668945
	Iteration 50Q: 3 clusters Score -790632.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -790632.562500 Penalty: 2999.668945
	Iteration 51F: 3 clusters Score -790632.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Entering Unmasked Estep 
Score: -3769011.000000 Penalty: 1731.168701
	Iteration 0F: 2 clusters Score -3769011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -3740656.750000 Penalty: 3462.337402
	Iteration 0F: 3 clusters Score -3740657 nChanged 19758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -3752380.750000 Penalty: 3462.337402
	Iteration 1F: 3 clusters Score -3752381 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19966 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -3753640.250000 Penalty: 3462.337402
	Iteration 2F: 3 clusters Score -3753640 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 23333 members 
Entering Unmasked Estep 
Score: -3755505.500000 Penalty: 3462.337402
	Iteration 3F: 3 clusters Score -3755506 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -3757762.250000 Penalty: 3462.337402
	Iteration 4F: 3 clusters Score -3757762 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -3759780.500000 Penalty: 3462.337402
	Iteration 5F: 3 clusters Score -3759780 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -3761070.500000 Penalty: 3462.337402
	Iteration 6F: 3 clusters Score -3761070 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -3761757.250000 Penalty: 3462.337402
	Iteration 7Q: 3 clusters Score -3761757 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -3762141.750000 Penalty: 3462.337402
	Iteration 8Q: 3 clusters Score -3762142 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 28626 members 
Entering Unmasked Estep 
Score: -3762379.000000 Penalty: 3462.337402
	Iteration 9Q: 3 clusters Score -3762379 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -3762535.250000 Penalty: 3462.337402
	Iteration 10Q: 3 clusters Score -3762535 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -3762680.500000 Penalty: 3462.337402
	Iteration 11Q: 3 clusters Score -3762680 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -3762848.250000 Penalty: 3462.337402
	Iteration 12Q: 3 clusters Score -3762848 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -3763005.500000 Penalty: 3462.337402
	Iteration 13Q: 3 clusters Score -3763006 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3763189.500000 Penalty: 3462.337402
	Iteration 14Q: 3 clusters Score -3763190 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3763414.000000 Penalty: 3462.337402
	Iteration 15Q: 3 clusters Score -3763414 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3763669.250000 Penalty: 3462.337402
	Iteration 16Q: 3 clusters Score -3763669 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -3763988.750000 Penalty: 3462.337402
	Iteration 17Q: 3 clusters Score -3763989 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 34475 members 
Entering Unmasked Estep 
Score: -3764427.750000 Penalty: 3462.337402
	Iteration 18Q: 3 clusters Score -3764428 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -3764967.500000 Penalty: 3462.337402
	Iteration 19Q: 3 clusters Score -3764968 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -3765491.750000 Penalty: 3462.337402
	Iteration 20F: 3 clusters Score -3765492 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -3765920.750000 Penalty: 3462.337402
	Iteration 21Q: 3 clusters Score -3765921 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 36836 members 
Entering Unmasked Estep 
Score: -3766268.250000 Penalty: 3462.337402
	Iteration 22Q: 3 clusters Score -3766268 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3766527.250000 Penalty: 3462.337402
	Iteration 23Q: 3 clusters Score -3766527 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3766703.500000 Penalty: 3462.337402
	Iteration 24Q: 3 clusters Score -3766704 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
Score: -3766868.750000 Penalty: 3462.337402
	Iteration 25Q: 3 clusters Score -3766869 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 38054 members 
Entering Unmasked Estep 
Score: -3767008.750000 Penalty: 3462.337402
	Iteration 26Q: 3 clusters Score -3767009 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -3767083.500000 Penalty: 3462.337402
	Iteration 27Q: 3 clusters Score -3767084 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -3767163.000000 Penalty: 3462.337402
	Iteration 28Q: 3 clusters Score -3767163 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -3767222.000000 Penalty: 3462.337402
	Iteration 29Q: 3 clusters Score -3767222 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -3767266.000000 Penalty: 3462.337402
	Iteration 30Q: 3 clusters Score -3767266 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 38945 members 
Entering Unmasked Estep 
Score: -3767303.250000 Penalty: 3462.337402
	Iteration 31Q: 3 clusters Score -3767303 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -3767338.500000 Penalty: 3462.337402
	Iteration 32Q: 3 clusters Score -3767338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -3767346.500000 Penalty: 3462.337402
	Iteration 33Q: 3 clusters Score -3767346 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -3767372.500000 Penalty: 3462.337402
	Iteration 34Q: 3 clusters Score -3767372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 39324 members 
Entering Unmasked Estep 
Score: -3767390.000000 Penalty: 3462.337402
	Iteration 35Q: 3 clusters Score -3767390 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -3767397.000000 Penalty: 3462.337402
	Iteration 36Q: 3 clusters Score -3767397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 39481 members 
Entering Unmasked Estep 
Score: -3767404.500000 Penalty: 3462.337402
	Iteration 37Q: 3 clusters Score -3767404 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 39562 members 
Entering Unmasked Estep 
Score: -3767427.250000 Penalty: 3462.337402
	Iteration 38Q: 3 clusters Score -3767427 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -3767433.750000 Penalty: 3462.337402
	Iteration 39Q: 3 clusters Score -3767434 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 39686 members 
Entering Unmasked Estep 
Score: -3767451.000000 Penalty: 3462.337402
	Iteration 40F: 3 clusters Score -3767451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -3767467.750000 Penalty: 3462.337402
	Iteration 41Q: 3 clusters Score -3767468 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -3767470.500000 Penalty: 3462.337402
	Iteration 42Q: 3 clusters Score -3767470 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 39875 members 
Entering Unmasked Estep 
Score: -3767491.000000 Penalty: 3462.337402
	Iteration 43Q: 3 clusters Score -3767491 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 39934 members 
Entering Unmasked Estep 
Score: -3767496.000000 Penalty: 3462.337402
	Iteration 44Q: 3 clusters Score -3767496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -3767502.500000 Penalty: 3462.337402
	Iteration 45Q: 3 clusters Score -3767502 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -3767529.750000 Penalty: 3462.337402
	Iteration 46Q: 3 clusters Score -3767530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 40073 members 
Entering Unmasked Estep 
Score: -3767532.000000 Penalty: 3462.337402
	Iteration 47Q: 3 clusters Score -3767532 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -3767541.000000 Penalty: 3462.337402
	Iteration 48Q: 3 clusters Score -3767541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 40146 members 
Entering Unmasked Estep 
Score: -3767540.000000 Penalty: 3462.337402
	Iteration 49Q: 3 clusters Score -3767540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -3767553.250000 Penalty: 3462.337402
	Iteration 50Q: 3 clusters Score -3767553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -3767555.750000 Penalty: 3462.337402
	Iteration 51Q: 3 clusters Score -3767556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 40238 members 
Entering Unmasked Estep 
Score: -3767552.000000 Penalty: 3462.337402
	Iteration 52Q: 3 clusters Score -3767552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -3767562.000000 Penalty: 3462.337402
	Iteration 53Q: 3 clusters Score -3767562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -3767570.750000 Penalty: 3462.337402
	Iteration 54Q: 3 clusters Score -3767571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -3767568.000000 Penalty: 3462.337402
	Iteration 55Q: 3 clusters Score -3767568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -3767574.500000 Penalty: 3462.337402
	Iteration 56Q: 3 clusters Score -3767574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 40354 members 
Entering Unmasked Estep 
Score: -3767578.500000 Penalty: 3462.337402
	Iteration 57Q: 3 clusters Score -3767578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 40370 members 
Entering Unmasked Estep 
Score: -3767575.250000 Penalty: 3462.337402
	Iteration 58Q: 3 clusters Score -3767575 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -3767581.250000 Penalty: 3462.337402
	Iteration 59Q: 3 clusters Score -3767581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -3767573.000000 Penalty: 3462.337402
	Iteration 60F: 3 clusters Score -3767573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -3767579.500000 Penalty: 3462.337402
	Iteration 61Q: 3 clusters Score -3767580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -3767580.000000 Penalty: 3462.337402
	Iteration 62Q: 3 clusters Score -3767580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -3767586.250000 Penalty: 3462.337402
	Iteration 63Q: 3 clusters Score -3767586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 40444 members 
Entering Unmasked Estep 
Score: -3767591.000000 Penalty: 3462.337402
	Iteration 64Q: 3 clusters Score -3767591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
Score: -3767595.000000 Penalty: 3462.337402
	Iteration 65Q: 3 clusters Score -3767595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 40457 members 
Entering Unmasked Estep 
Score: -3767592.000000 Penalty: 3462.337402
	Iteration 66Q: 3 clusters Score -3767592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 40465 members 
Entering Unmasked Estep 
Score: -3767591.250000 Penalty: 3462.337402
	Iteration 67Q: 3 clusters Score -3767591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -3767594.250000 Penalty: 3462.337402
	Iteration 68Q: 3 clusters Score -3767594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -3767598.000000 Penalty: 3462.337402
	Iteration 69Q: 3 clusters Score -3767598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 40493 members 
Entering Unmasked Estep 
Score: -3767598.250000 Penalty: 3462.337402
	Iteration 70Q: 3 clusters Score -3767598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -3767596.250000 Penalty: 3462.337402
	Iteration 71Q: 3 clusters Score -3767596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 40515 members 
Entering Unmasked Estep 
Score: -3767598.500000 Penalty: 3462.337402
	Iteration 72Q: 3 clusters Score -3767598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 40526 members 
Entering Unmasked Estep 
Score: -3767599.750000 Penalty: 3462.337402
	Iteration 73Q: 3 clusters Score -3767600 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 40540 members 
Entering Unmasked Estep 
Score: -3767605.250000 Penalty: 3462.337402
	Iteration 74Q: 3 clusters Score -3767605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -3767607.250000 Penalty: 3462.337402
	Iteration 75Q: 3 clusters Score -3767607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -3767608.500000 Penalty: 3462.337402
	Iteration 76Q: 3 clusters Score -3767608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3767609.250000 Penalty: 3462.337402
	Iteration 77Q: 3 clusters Score -3767609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -3767612.750000 Penalty: 3462.337402
	Iteration 78Q: 3 clusters Score -3767613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -3767613.750000 Penalty: 3462.337402
	Iteration 79Q: 3 clusters Score -3767614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 40567 members 
Entering Unmasked Estep 
Score: -3767613.750000 Penalty: 3462.337402
	Iteration 80F: 3 clusters Score -3767614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18746 members 
Entering Unmasked Estep 
Score: -1666399.250000 Penalty: 1598.794556
	Iteration 0F: 2 clusters Score -1666399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1653559.000000 Penalty: 3197.589111
	Iteration 0F: 3 clusters Score -1653559 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1658398.125000 Penalty: 3197.589111
	Iteration 1F: 3 clusters Score -1658398 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1659270.375000 Penalty: 3197.589111
	Iteration 2F: 3 clusters Score -1659270 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1660408.250000 Penalty: 3197.589111
	Iteration 3F: 3 clusters Score -1660408 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1661538.250000 Penalty: 3197.589111
	Iteration 4F: 3 clusters Score -1661538 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1662382.625000 Penalty: 3197.589111
	Iteration 5F: 3 clusters Score -1662383 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1662953.375000 Penalty: 3197.589111
	Iteration 6F: 3 clusters Score -1662953 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1663263.625000 Penalty: 3197.589111
	Iteration 7Q: 3 clusters Score -1663264 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1663425.250000 Penalty: 3197.589111
	Iteration 8Q: 3 clusters Score -1663425 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1663537.125000 Penalty: 3197.589111
	Iteration 9Q: 3 clusters Score -1663537 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1663612.500000 Penalty: 3197.589111
	Iteration 10Q: 3 clusters Score -1663612 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1663657.250000 Penalty: 3197.589111
	Iteration 11Q: 3 clusters Score -1663657 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1663698.125000 Penalty: 3197.589111
	Iteration 12Q: 3 clusters Score -1663698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1663727.750000 Penalty: 3197.589111
	Iteration 13Q: 3 clusters Score -1663728 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1663766.125000 Penalty: 3197.589111
	Iteration 14Q: 3 clusters Score -1663766 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1663804.250000 Penalty: 3197.589111
	Iteration 15Q: 3 clusters Score -1663804 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1663855.375000 Penalty: 3197.589111
	Iteration 16Q: 3 clusters Score -1663855 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1663909.000000 Penalty: 3197.589111
	Iteration 17Q: 3 clusters Score -1663909 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1663961.500000 Penalty: 3197.589111
	Iteration 18Q: 3 clusters Score -1663962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1664021.875000 Penalty: 3197.589111
	Iteration 19Q: 3 clusters Score -1664022 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1664089.250000 Penalty: 3197.589111
	Iteration 20F: 3 clusters Score -1664089 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1664149.625000 Penalty: 3197.589111
	Iteration 21Q: 3 clusters Score -1664150 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1664219.875000 Penalty: 3197.589111
	Iteration 22Q: 3 clusters Score -1664220 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1664288.000000 Penalty: 3197.589111
	Iteration 23Q: 3 clusters Score -1664288 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1664371.500000 Penalty: 3197.589111
	Iteration 24Q: 3 clusters Score -1664372 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1664476.500000 Penalty: 3197.589111
	Iteration 25Q: 3 clusters Score -1664476 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1664581.375000 Penalty: 3197.589111
	Iteration 26Q: 3 clusters Score -1664581 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1664686.500000 Penalty: 3197.589111
	Iteration 27Q: 3 clusters Score -1664686 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1664772.625000 Penalty: 3197.589111
	Iteration 28Q: 3 clusters Score -1664773 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1664875.250000 Penalty: 3197.589111
	Iteration 29Q: 3 clusters Score -1664875 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1664956.250000 Penalty: 3197.589111
	Iteration 30Q: 3 clusters Score -1664956 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1665040.000000 Penalty: 3197.589111
	Iteration 31Q: 3 clusters Score -1665040 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1665115.625000 Penalty: 3197.589111
	Iteration 32Q: 3 clusters Score -1665116 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1665207.500000 Penalty: 3197.589111
	Iteration 33Q: 3 clusters Score -1665208 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1665266.250000 Penalty: 3197.589111
	Iteration 34Q: 3 clusters Score -1665266 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1665325.250000 Penalty: 3197.589111
	Iteration 35Q: 3 clusters Score -1665325 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1665396.375000 Penalty: 3197.589111
	Iteration 36Q: 3 clusters Score -1665396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1665451.500000 Penalty: 3197.589111
	Iteration 37Q: 3 clusters Score -1665452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1665508.000000 Penalty: 3197.589111
	Iteration 38Q: 3 clusters Score -1665508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1665548.875000 Penalty: 3197.589111
	Iteration 39Q: 3 clusters Score -1665549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1665575.000000 Penalty: 3197.589111
	Iteration 40F: 3 clusters Score -1665575 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1665595.500000 Penalty: 3197.589111
	Iteration 41Q: 3 clusters Score -1665596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1665606.375000 Penalty: 3197.589111
	Iteration 42Q: 3 clusters Score -1665606 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1665615.125000 Penalty: 3197.589111
	Iteration 43Q: 3 clusters Score -1665615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1665626.250000 Penalty: 3197.589111
	Iteration 44Q: 3 clusters Score -1665626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1665626.125000 Penalty: 3197.589111
	Iteration 45Q: 3 clusters Score -1665626 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1665631.250000 Penalty: 3197.589111
	Iteration 46Q: 3 clusters Score -1665631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1665629.750000 Penalty: 3197.589111
	Iteration 47Q: 3 clusters Score -1665630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1665630.875000 Penalty: 3197.589111
	Iteration 48Q: 3 clusters Score -1665631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1665634.250000 Penalty: 3197.589111
	Iteration 49Q: 3 clusters Score -1665634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1665635.750000 Penalty: 3197.589111
	Iteration 50Q: 3 clusters Score -1665636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1665637.375000 Penalty: 3197.589111
	Iteration 51Q: 3 clusters Score -1665637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1665638.125000 Penalty: 3197.589111
	Iteration 52Q: 3 clusters Score -1665638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1665639.625000 Penalty: 3197.589111
	Iteration 53Q: 3 clusters Score -1665640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1665638.000000 Penalty: 3197.589111
	Iteration 54Q: 3 clusters Score -1665638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1665640.750000 Penalty: 3197.589111
	Iteration 55Q: 3 clusters Score -1665641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1665640.625000 Penalty: 3197.589111
	Iteration 56Q: 3 clusters Score -1665641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1665641.125000 Penalty: 3197.589111
	Iteration 57Q: 3 clusters Score -1665641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1665641.125000 Penalty: 3197.589111
	Iteration 58F: 3 clusters Score -1665641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Entering Unmasked Estep 
Score: -3366893.750000 Penalty: 1714.764282
	Iteration 0F: 2 clusters Score -3366894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -3341165.750000 Penalty: 3429.528564
	Iteration 0F: 3 clusters Score -3341166 nChanged 17781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -3351276.000000 Penalty: 3429.528564
	Iteration 1F: 3 clusters Score -3351276 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -3352099.250000 Penalty: 3429.528564
	Iteration 2Q: 3 clusters Score -3352099 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -3353328.000000 Penalty: 3429.528564
	Iteration 3F: 3 clusters Score -3353328 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3355029.750000 Penalty: 3429.528564
	Iteration 4F: 3 clusters Score -3355030 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -3356913.000000 Penalty: 3429.528564
	Iteration 5F: 3 clusters Score -3356913 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 27856 members 
Entering Unmasked Estep 
Score: -3358626.750000 Penalty: 3429.528564
	Iteration 6F: 3 clusters Score -3358627 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -3360004.250000 Penalty: 3429.528564
	Iteration 7F: 3 clusters Score -3360004 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -3361088.250000 Penalty: 3429.528564
	Iteration 8Q: 3 clusters Score -3361088 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -3362027.250000 Penalty: 3429.528564
	Iteration 9Q: 3 clusters Score -3362027 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -3362780.000000 Penalty: 3429.528564
	Iteration 10Q: 3 clusters Score -3362780 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 34288 members 
Entering Unmasked Estep 
Score: -3363351.500000 Penalty: 3429.528564
	Iteration 11Q: 3 clusters Score -3363352 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -3363804.250000 Penalty: 3429.528564
	Iteration 12Q: 3 clusters Score -3363804 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 35611 members 
Entering Unmasked Estep 
Score: -3364185.250000 Penalty: 3429.528564
	Iteration 13Q: 3 clusters Score -3364185 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3364494.000000 Penalty: 3429.528564
	Iteration 14Q: 3 clusters Score -3364494 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -3364748.250000 Penalty: 3429.528564
	Iteration 15Q: 3 clusters Score -3364748 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -3364923.000000 Penalty: 3429.528564
	Iteration 16Q: 3 clusters Score -3364923 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -3365046.750000 Penalty: 3429.528564
	Iteration 17Q: 3 clusters Score -3365047 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -3365181.500000 Penalty: 3429.528564
	Iteration 18Q: 3 clusters Score -3365182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3365290.000000 Penalty: 3429.528564
	Iteration 19Q: 3 clusters Score -3365290 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 37378 members 
Entering Unmasked Estep 
Score: -3365377.250000 Penalty: 3429.528564
	Iteration 20F: 3 clusters Score -3365377 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37456 members 
Entering Unmasked Estep 
Score: -3365437.000000 Penalty: 3429.528564
	Iteration 21Q: 3 clusters Score -3365437 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -3365469.000000 Penalty: 3429.528564
	Iteration 22Q: 3 clusters Score -3365469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 37533 members 
Entering Unmasked Estep 
Score: -3365491.500000 Penalty: 3429.528564
	Iteration 23Q: 3 clusters Score -3365492 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37555 members 
Entering Unmasked Estep 
Score: -3365504.750000 Penalty: 3429.528564
	Iteration 24Q: 3 clusters Score -3365505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -3365521.500000 Penalty: 3429.528564
	Iteration 25Q: 3 clusters Score -3365522 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -3365537.000000 Penalty: 3429.528564
	Iteration 26Q: 3 clusters Score -3365537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 37600 members 
Entering Unmasked Estep 
Score: -3365535.000000 Penalty: 3429.528564
	Iteration 27Q: 3 clusters Score -3365535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -3365545.250000 Penalty: 3429.528564
	Iteration 28Q: 3 clusters Score -3365545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -3365545.250000 Penalty: 3429.528564
	Iteration 29Q: 3 clusters Score -3365545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 37617 members 
Entering Unmasked Estep 
Score: -3365548.500000 Penalty: 3429.528564
	Iteration 30Q: 3 clusters Score -3365548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 37624 members 
Entering Unmasked Estep 
Score: -3365552.250000 Penalty: 3429.528564
	Iteration 31Q: 3 clusters Score -3365552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37627 members 
Entering Unmasked Estep 
Score: -3365560.000000 Penalty: 3429.528564
	Iteration 32Q: 3 clusters Score -3365560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -3365562.500000 Penalty: 3429.528564
	Iteration 33Q: 3 clusters Score -3365562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 37642 members 
Entering Unmasked Estep 
Score: -3365565.000000 Penalty: 3429.528564
	Iteration 34Q: 3 clusters Score -3365565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -3365572.500000 Penalty: 3429.528564
	Iteration 35Q: 3 clusters Score -3365572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3365576.000000 Penalty: 3429.528564
	Iteration 36Q: 3 clusters Score -3365576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 37653 members 
Entering Unmasked Estep 
Score: -3365572.000000 Penalty: 3429.528564
	Iteration 37Q: 3 clusters Score -3365572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3365574.750000 Penalty: 3429.528564
	Iteration 38Q: 3 clusters Score -3365575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -3365574.750000 Penalty: 3429.528564
	Iteration 39F: 3 clusters Score -3365575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1090437.625000 Penalty: 1535.405396
	Iteration 0F: 2 clusters Score -1090438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1081616.375000 Penalty: 3070.810791
	Iteration 0F: 3 clusters Score -1081616 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1084539.375000 Penalty: 3070.810791
	Iteration 1F: 3 clusters Score -1084539 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1084849.750000 Penalty: 3070.810791
	Iteration 2F: 3 clusters Score -1084850 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1085151.000000 Penalty: 3070.810791
	Iteration 3Q: 3 clusters Score -1085151 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1085460.625000 Penalty: 3070.810791
	Iteration 4Q: 3 clusters Score -1085461 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1085830.375000 Penalty: 3070.810791
	Iteration 5F: 3 clusters Score -1085830 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1086298.750000 Penalty: 3070.810791
	Iteration 6F: 3 clusters Score -1086299 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1086879.125000 Penalty: 3070.810791
	Iteration 7F: 3 clusters Score -1086879 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1087572.250000 Penalty: 3070.810791
	Iteration 8F: 3 clusters Score -1087572 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1088167.250000 Penalty: 3070.810791
	Iteration 9F: 3 clusters Score -1088167 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1088628.500000 Penalty: 3070.810791
	Iteration 10Q: 3 clusters Score -1088628 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1088927.250000 Penalty: 3070.810791
	Iteration 11Q: 3 clusters Score -1088927 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1089096.125000 Penalty: 3070.810791
	Iteration 12Q: 3 clusters Score -1089096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1089250.125000 Penalty: 3070.810791
	Iteration 13Q: 3 clusters Score -1089250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -1089412.875000 Penalty: 3070.810791
	Iteration 14Q: 3 clusters Score -1089413 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1089572.375000 Penalty: 3070.810791
	Iteration 15Q: 3 clusters Score -1089572 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1089704.625000 Penalty: 3070.810791
	Iteration 16Q: 3 clusters Score -1089705 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1089795.625000 Penalty: 3070.810791
	Iteration 17Q: 3 clusters Score -1089796 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1089850.250000 Penalty: 3070.810791
	Iteration 18Q: 3 clusters Score -1089850 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1089887.500000 Penalty: 3070.810791
	Iteration 19Q: 3 clusters Score -1089888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1089914.625000 Penalty: 3070.810791
	Iteration 20F: 3 clusters Score -1089915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1089938.500000 Penalty: 3070.810791
	Iteration 21Q: 3 clusters Score -1089938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1089951.750000 Penalty: 3070.810791
	Iteration 22Q: 3 clusters Score -1089952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1089959.250000 Penalty: 3070.810791
	Iteration 23Q: 3 clusters Score -1089959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1089962.125000 Penalty: 3070.810791
	Iteration 24Q: 3 clusters Score -1089962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1089964.000000 Penalty: 3070.810791
	Iteration 25Q: 3 clusters Score -1089964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1089963.625000 Penalty: 3070.810791
	Iteration 26Q: 3 clusters Score -1089964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1089963.625000 Penalty: 3070.810791
	Iteration 27F: 3 clusters Score -1089964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Entering Unmasked Estep 
Score: -138369.046875 Penalty: 1206.135742
	Iteration 0F: 2 clusters Score -138369 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 810 members 
Entering Unmasked Estep 
Score: -136519.421875 Penalty: 2412.271484
	Iteration 0F: 3 clusters Score -136519.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -136983.843750 Penalty: 2412.271484
	Iteration 1F: 3 clusters Score -136983.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -137119.890625 Penalty: 2412.271484
	Iteration 2F: 3 clusters Score -137119.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -137245.671875 Penalty: 2412.271484
	Iteration 3F: 3 clusters Score -137245.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -137358.625000 Penalty: 2412.271484
	Iteration 4F: 3 clusters Score -137358.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -137420.562500 Penalty: 2412.271484
	Iteration 5Q: 3 clusters Score -137420.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137468.906250 Penalty: 2412.271484
	Iteration 6Q: 3 clusters Score -137468.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137508.734375 Penalty: 2412.271484
	Iteration 7Q: 3 clusters Score -137508.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137535.296875 Penalty: 2412.271484
	Iteration 8Q: 3 clusters Score -137535.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -137566.875000 Penalty: 2412.271484
	Iteration 9Q: 3 clusters Score -137566.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -137588.546875 Penalty: 2412.271484
	Iteration 10Q: 3 clusters Score -137588.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137596.078125 Penalty: 2412.271484
	Iteration 11Q: 3 clusters Score -137596.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -137599.937500 Penalty: 2412.271484
	Iteration 12Q: 3 clusters Score -137599.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -137606.843750 Penalty: 2412.271484
	Iteration 13Q: 3 clusters Score -137606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -137618.109375 Penalty: 2412.271484
	Iteration 14Q: 3 clusters Score -137618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137626.656250 Penalty: 2412.271484
	Iteration 15Q: 3 clusters Score -137626.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -137631.968750 Penalty: 2412.271484
	Iteration 16Q: 3 clusters Score -137632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -137634.828125 Penalty: 2412.271484
	Iteration 17Q: 3 clusters Score -137634.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137637.421875 Penalty: 2412.271484
	Iteration 18Q: 3 clusters Score -137637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137637.718750 Penalty: 2412.271484
	Iteration 19Q: 3 clusters Score -137637.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137638.000000 Penalty: 2412.271484
	Iteration 20F: 3 clusters Score -137638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -137638.703125 Penalty: 2412.271484
	Iteration 21Q: 3 clusters Score -137638.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137638.671875 Penalty: 2412.271484
	Iteration 22Q: 3 clusters Score -137638.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -137638.671875 Penalty: 2412.271484
	Iteration 23F: 3 clusters Score -137638.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Entering Unmasked Estep 
Score: -257470.890625 Penalty: 1313.891602
	Iteration 0F: 2 clusters Score -257470.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -254613.125000 Penalty: 2627.783203
	Iteration 0F: 3 clusters Score -254613.1 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -255465.453125 Penalty: 2627.783203
	Iteration 1F: 3 clusters Score -255465.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -255709.000000 Penalty: 2627.783203
	Iteration 2F: 3 clusters Score -255709 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255902.406250 Penalty: 2627.783203
	Iteration 3F: 3 clusters Score -255902.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -256152.921875 Penalty: 2627.783203
	Iteration 4F: 3 clusters Score -256152.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -256403.078125 Penalty: 2627.783203
	Iteration 5F: 3 clusters Score -256403.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -256708.703125 Penalty: 2627.783203
	Iteration 6F: 3 clusters Score -256708.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -256998.546875 Penalty: 2627.783203
	Iteration 7F: 3 clusters Score -256998.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -257201.468750 Penalty: 2627.783203
	Iteration 8Q: 3 clusters Score -257201.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -257365.125000 Penalty: 2627.783203
	Iteration 9Q: 3 clusters Score -257365.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -257489.671875 Penalty: 2627.783203
	Iteration 10Q: 3 clusters Score -257489.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -257586.125000 Penalty: 2627.783203
	Iteration 11Q: 3 clusters Score -257586.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -257649.406250 Penalty: 2627.783203
	Iteration 12Q: 3 clusters Score -257649.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -257696.140625 Penalty: 2627.783203
	Iteration 13Q: 3 clusters Score -257696.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -257732.734375 Penalty: 2627.783203
	Iteration 14Q: 3 clusters Score -257732.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -257758.843750 Penalty: 2627.783203
	Iteration 15Q: 3 clusters Score -257758.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -257773.093750 Penalty: 2627.783203
	Iteration 16Q: 3 clusters Score -257773.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -257780.109375 Penalty: 2627.783203
	Iteration 17Q: 3 clusters Score -257780.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -257784.328125 Penalty: 2627.783203
	Iteration 18Q: 3 clusters Score -257784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -257791.250000 Penalty: 2627.783203
	Iteration 19Q: 3 clusters Score -257791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -257794.140625 Penalty: 2627.783203
	Iteration 20F: 3 clusters Score -257794.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -257797.218750 Penalty: 2627.783203
	Iteration 21Q: 3 clusters Score -257797.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -257801.062500 Penalty: 2627.783203
	Iteration 22Q: 3 clusters Score -257801.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -257803.953125 Penalty: 2627.783203
	Iteration 23Q: 3 clusters Score -257804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -257809.359375 Penalty: 2627.783203
	Iteration 24Q: 3 clusters Score -257809.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -257810.406250 Penalty: 2627.783203
	Iteration 25Q: 3 clusters Score -257810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -257810.406250 Penalty: 2627.783203
	Iteration 26F: 3 clusters Score -257810.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 12440 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Entering Unmasked Estep 
Score: -40880932.000000 Penalty: 80853.031250
Splitting cluster 13 changes total score from -40880580.000000 to -40880932.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 14 (3229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Entering Unmasked Estep 
Score: -271836.031250 Penalty: 1312.988159
	Iteration 0F: 2 clusters Score -271836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -268972.937500 Penalty: 2625.976318
	Iteration 0F: 3 clusters Score -268972.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -269739.156250 Penalty: 2625.976318
	Iteration 1F: 3 clusters Score -269739.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -269962.468750 Penalty: 2625.976318
	Iteration 2F: 3 clusters Score -269962.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -270180.187500 Penalty: 2625.976318
	Iteration 3F: 3 clusters Score -270180.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -270346.343750 Penalty: 2625.976318
	Iteration 4F: 3 clusters Score -270346.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -270484.343750 Penalty: 2625.976318
	Iteration 5F: 3 clusters Score -270484.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -270630.625000 Penalty: 2625.976318
	Iteration 6Q: 3 clusters Score -270630.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -270794.187500 Penalty: 2625.976318
	Iteration 7Q: 3 clusters Score -270794.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -270920.406250 Penalty: 2625.976318
	Iteration 8Q: 3 clusters Score -270920.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -271026.687500 Penalty: 2625.976318
	Iteration 9Q: 3 clusters Score -271026.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -271087.562500 Penalty: 2625.976318
	Iteration 10Q: 3 clusters Score -271087.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -271115.656250 Penalty: 2625.976318
	Iteration 11Q: 3 clusters Score -271115.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -271138.187500 Penalty: 2625.976318
	Iteration 12Q: 3 clusters Score -271138.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -271148.062500 Penalty: 2625.976318
	Iteration 13Q: 3 clusters Score -271148.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -271154.437500 Penalty: 2625.976318
	Iteration 14Q: 3 clusters Score -271154.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -271159.593750 Penalty: 2625.976318
	Iteration 15Q: 3 clusters Score -271159.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -271165.906250 Penalty: 2625.976318
	Iteration 16Q: 3 clusters Score -271165.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -271171.031250 Penalty: 2625.976318
	Iteration 17Q: 3 clusters Score -271171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -271176.062500 Penalty: 2625.976318
	Iteration 18Q: 3 clusters Score -271176.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -271179.906250 Penalty: 2625.976318
	Iteration 19Q: 3 clusters Score -271179.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -271183.312500 Penalty: 2625.976318
	Iteration 20F: 3 clusters Score -271183.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -271186.375000 Penalty: 2625.976318
	Iteration 21Q: 3 clusters Score -271186.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -271190.000000 Penalty: 2625.976318
	Iteration 22Q: 3 clusters Score -271190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -271195.468750 Penalty: 2625.976318
	Iteration 23Q: 3 clusters Score -271195.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -271198.343750 Penalty: 2625.976318
	Iteration 24Q: 3 clusters Score -271198.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -271200.812500 Penalty: 2625.976318
	Iteration 25Q: 3 clusters Score -271200.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -271202.625000 Penalty: 2625.976318
	Iteration 26Q: 3 clusters Score -271202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -271204.000000 Penalty: 2625.976318
	Iteration 27Q: 3 clusters Score -271204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -271205.062500 Penalty: 2625.976318
	Iteration 28Q: 3 clusters Score -271205.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -271205.343750 Penalty: 2625.976318
	Iteration 29Q: 3 clusters Score -271205.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -271207.562500 Penalty: 2625.976318
	Iteration 30Q: 3 clusters Score -271207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -271209.906250 Penalty: 2625.976318
	Iteration 31Q: 3 clusters Score -271209.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -271211.593750 Penalty: 2625.976318
	Iteration 32Q: 3 clusters Score -271211.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -271216.031250 Penalty: 2625.976318
	Iteration 33Q: 3 clusters Score -271216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -271224.250000 Penalty: 2625.976318
	Iteration 34Q: 3 clusters Score -271224.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -271231.968750 Penalty: 2625.976318
	Iteration 35Q: 3 clusters Score -271232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -271240.437500 Penalty: 2625.976318
	Iteration 36Q: 3 clusters Score -271240.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -271246.750000 Penalty: 2625.976318
	Iteration 37Q: 3 clusters Score -271246.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -271253.875000 Penalty: 2625.976318
	Iteration 38Q: 3 clusters Score -271253.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -271261.750000 Penalty: 2625.976318
	Iteration 39Q: 3 clusters Score -271261.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -271268.625000 Penalty: 2625.976318
	Iteration 40F: 3 clusters Score -271268.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -271281.187500 Penalty: 2625.976318
	Iteration 41Q: 3 clusters Score -271281.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -271294.718750 Penalty: 2625.976318
	Iteration 42Q: 3 clusters Score -271294.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271306.718750 Penalty: 2625.976318
	Iteration 43Q: 3 clusters Score -271306.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -271322.250000 Penalty: 2625.976318
	Iteration 44Q: 3 clusters Score -271322.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -271337.250000 Penalty: 2625.976318
	Iteration 45Q: 3 clusters Score -271337.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -271351.062500 Penalty: 2625.976318
	Iteration 46Q: 3 clusters Score -271351.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -271359.031250 Penalty: 2625.976318
	Iteration 47Q: 3 clusters Score -271359 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -271365.937500 Penalty: 2625.976318
	Iteration 48Q: 3 clusters Score -271365.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -271374.312500 Penalty: 2625.976318
	Iteration 49Q: 3 clusters Score -271374.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -271379.031250 Penalty: 2625.976318
	Iteration 50Q: 3 clusters Score -271379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -271380.812500 Penalty: 2625.976318
	Iteration 51Q: 3 clusters Score -271380.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -271382.156250 Penalty: 2625.976318
	Iteration 52Q: 3 clusters Score -271382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -271383.406250 Penalty: 2625.976318
	Iteration 53Q: 3 clusters Score -271383.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -271383.843750 Penalty: 2625.976318
	Iteration 54Q: 3 clusters Score -271383.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -271385.156250 Penalty: 2625.976318
	Iteration 55Q: 3 clusters Score -271385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -271386.000000 Penalty: 2625.976318
	Iteration 56Q: 3 clusters Score -271386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -271387.125000 Penalty: 2625.976318
	Iteration 57Q: 3 clusters Score -271387.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -271387.718750 Penalty: 2625.976318
	Iteration 58Q: 3 clusters Score -271387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -271388.343750 Penalty: 2625.976318
	Iteration 59Q: 3 clusters Score -271388.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -271389.125000 Penalty: 2625.976318
	Iteration 60F: 3 clusters Score -271389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -271390.656250 Penalty: 2625.976318
	Iteration 61Q: 3 clusters Score -271390.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -271394.937500 Penalty: 2625.976318
	Iteration 62Q: 3 clusters Score -271394.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -271403.375000 Penalty: 2625.976318
	Iteration 63Q: 3 clusters Score -271403.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -271412.781250 Penalty: 2625.976318
	Iteration 64Q: 3 clusters Score -271412.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -271420.250000 Penalty: 2625.976318
	Iteration 65Q: 3 clusters Score -271420.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -271429.937500 Penalty: 2625.976318
	Iteration 66Q: 3 clusters Score -271429.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -271450.281250 Penalty: 2625.976318
	Iteration 67Q: 3 clusters Score -271450.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -271478.093750 Penalty: 2625.976318
	Iteration 68Q: 3 clusters Score -271478.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -271502.062500 Penalty: 2625.976318
	Iteration 69Q: 3 clusters Score -271502.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -271520.375000 Penalty: 2625.976318
	Iteration 70Q: 3 clusters Score -271520.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -271539.843750 Penalty: 2625.976318
	Iteration 71Q: 3 clusters Score -271539.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -271566.031250 Penalty: 2625.976318
	Iteration 72Q: 3 clusters Score -271566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -271583.343750 Penalty: 2625.976318
	Iteration 73Q: 3 clusters Score -271583.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -271594.031250 Penalty: 2625.976318
	Iteration 74Q: 3 clusters Score -271594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -271600.250000 Penalty: 2625.976318
	Iteration 75Q: 3 clusters Score -271600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -271606.250000 Penalty: 2625.976318
	Iteration 76Q: 3 clusters Score -271606.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -271610.937500 Penalty: 2625.976318
	Iteration 77Q: 3 clusters Score -271610.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -271618.281250 Penalty: 2625.976318
	Iteration 78Q: 3 clusters Score -271618.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -271624.781250 Penalty: 2625.976318
	Iteration 79Q: 3 clusters Score -271624.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -271631.437500 Penalty: 2625.976318
	Iteration 80F: 3 clusters Score -271631.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -271637.968750 Penalty: 2625.976318
	Iteration 81Q: 3 clusters Score -271638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -271644.750000 Penalty: 2625.976318
	Iteration 82Q: 3 clusters Score -271644.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -271652.437500 Penalty: 2625.976318
	Iteration 83Q: 3 clusters Score -271652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -271656.937500 Penalty: 2625.976318
	Iteration 84Q: 3 clusters Score -271656.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -271665.968750 Penalty: 2625.976318
	Iteration 85Q: 3 clusters Score -271666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -271674.562500 Penalty: 2625.976318
	Iteration 86Q: 3 clusters Score -271674.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -271682.968750 Penalty: 2625.976318
	Iteration 87Q: 3 clusters Score -271683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -271687.843750 Penalty: 2625.976318
	Iteration 88Q: 3 clusters Score -271687.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -271698.500000 Penalty: 2625.976318
	Iteration 89Q: 3 clusters Score -271698.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -271710.656250 Penalty: 2625.976318
	Iteration 90Q: 3 clusters Score -271710.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -271728.125000 Penalty: 2625.976318
	Iteration 91Q: 3 clusters Score -271728.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -271747.562500 Penalty: 2625.976318
	Iteration 92Q: 3 clusters Score -271747.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -271765.093750 Penalty: 2625.976318
	Iteration 93Q: 3 clusters Score -271765.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -271774.312500 Penalty: 2625.976318
	Iteration 94Q: 3 clusters Score -271774.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -271780.906250 Penalty: 2625.976318
	Iteration 95Q: 3 clusters Score -271780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -271787.781250 Penalty: 2625.976318
	Iteration 96Q: 3 clusters Score -271787.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -271791.343750 Penalty: 2625.976318
	Iteration 97Q: 3 clusters Score -271791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -271793.406250 Penalty: 2625.976318
	Iteration 98Q: 3 clusters Score -271793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -271796.187500 Penalty: 2625.976318
	Iteration 99Q: 3 clusters Score -271796.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -271799.062500 Penalty: 2625.976318
	Iteration 100F: 3 clusters Score -271799.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -271801.281250 Penalty: 2625.976318
	Iteration 101Q: 3 clusters Score -271801.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -271803.656250 Penalty: 2625.976318
	Iteration 102Q: 3 clusters Score -271803.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -271804.968750 Penalty: 2625.976318
	Iteration 103Q: 3 clusters Score -271805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -271806.812500 Penalty: 2625.976318
	Iteration 104Q: 3 clusters Score -271806.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -271807.750000 Penalty: 2625.976318
	Iteration 105Q: 3 clusters Score -271807.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -271808.187500 Penalty: 2625.976318
	Iteration 106Q: 3 clusters Score -271808.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -271808.750000 Penalty: 2625.976318
	Iteration 107Q: 3 clusters Score -271808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -271809.406250 Penalty: 2625.976318
	Iteration 108Q: 3 clusters Score -271809.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -271811.031250 Penalty: 2625.976318
	Iteration 109Q: 3 clusters Score -271811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -271811.937500 Penalty: 2625.976318
	Iteration 110Q: 3 clusters Score -271811.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -271812.843750 Penalty: 2625.976318
	Iteration 111Q: 3 clusters Score -271812.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -271812.812500 Penalty: 2625.976318
	Iteration 112Q: 3 clusters Score -271812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -271812.812500 Penalty: 2625.976318
	Iteration 113F: 3 clusters Score -271812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Entering Unmasked Estep 
Score: -166667.546875 Penalty: 1240.972168
	Iteration 0F: 2 clusters Score -166667.5 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 1061 members 
Entering Unmasked Estep 
Score: -164522.265625 Penalty: 2481.944336
	Iteration 0F: 3 clusters Score -164522.3 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165036.859375 Penalty: 2481.944336
	Iteration 1F: 3 clusters Score -165036.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -165188.968750 Penalty: 2481.944336
	Iteration 2F: 3 clusters Score -165189 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165309.046875 Penalty: 2481.944336
	Iteration 3F: 3 clusters Score -165309 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -165425.718750 Penalty: 2481.944336
	Iteration 4F: 3 clusters Score -165425.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165545.562500 Penalty: 2481.944336
	Iteration 5F: 3 clusters Score -165545.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -165672.546875 Penalty: 2481.944336
	Iteration 6Q: 3 clusters Score -165672.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -165820.437500 Penalty: 2481.944336
	Iteration 7F: 3 clusters Score -165820.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -165955.218750 Penalty: 2481.944336
	Iteration 8Q: 3 clusters Score -165955.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -166091.234375 Penalty: 2481.944336
	Iteration 9Q: 3 clusters Score -166091.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -166179.375000 Penalty: 2481.944336
	Iteration 10Q: 3 clusters Score -166179.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -166241.234375 Penalty: 2481.944336
	Iteration 11Q: 3 clusters Score -166241.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -166272.593750 Penalty: 2481.944336
	Iteration 12Q: 3 clusters Score -166272.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -166289.140625 Penalty: 2481.944336
	Iteration 13Q: 3 clusters Score -166289.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -166298.937500 Penalty: 2481.944336
	Iteration 14Q: 3 clusters Score -166298.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -166303.875000 Penalty: 2481.944336
	Iteration 15Q: 3 clusters Score -166303.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -166310.484375 Penalty: 2481.944336
	Iteration 16Q: 3 clusters Score -166310.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -166317.234375 Penalty: 2481.944336
	Iteration 17Q: 3 clusters Score -166317.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -166326.765625 Penalty: 2481.944336
	Iteration 18Q: 3 clusters Score -166326.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -166330.187500 Penalty: 2481.944336
	Iteration 19Q: 3 clusters Score -166330.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -166330.765625 Penalty: 2481.944336
	Iteration 20F: 3 clusters Score -166330.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -166331.484375 Penalty: 2481.944336
	Iteration 21Q: 3 clusters Score -166331.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -166331.484375 Penalty: 2481.944336
	Iteration 22F: 3 clusters Score -166331.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Entering Unmasked Estep 
Score: -430824.000000 Penalty: 1388.562988
	Iteration 0F: 2 clusters Score -430824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -426766.531250 Penalty: 2777.125977
	Iteration 0F: 3 clusters Score -426766.5 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -427977.250000 Penalty: 2777.125977
	Iteration 1F: 3 clusters Score -427977.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -428245.250000 Penalty: 2777.125977
	Iteration 2F: 3 clusters Score -428245.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -428442.218750 Penalty: 2777.125977
	Iteration 3F: 3 clusters Score -428442.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -428613.687500 Penalty: 2777.125977
	Iteration 4Q: 3 clusters Score -428613.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -428758.812500 Penalty: 2777.125977
	Iteration 5Q: 3 clusters Score -428758.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -428877.031250 Penalty: 2777.125977
	Iteration 6Q: 3 clusters Score -428877 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -429000.656250 Penalty: 2777.125977
	Iteration 7Q: 3 clusters Score -429000.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -429154.500000 Penalty: 2777.125977
	Iteration 8Q: 3 clusters Score -429154.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -429366.312500 Penalty: 2777.125977
	Iteration 9Q: 3 clusters Score -429366.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -429637.125000 Penalty: 2777.125977
	Iteration 10F: 3 clusters Score -429637.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -429907.156250 Penalty: 2777.125977
	Iteration 11F: 3 clusters Score -429907.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -430177.656250 Penalty: 2777.125977
	Iteration 12Q: 3 clusters Score -430177.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -430432.656250 Penalty: 2777.125977
	Iteration 13Q: 3 clusters Score -430432.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -430588.375000 Penalty: 2777.125977
	Iteration 14Q: 3 clusters Score -430588.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -430677.968750 Penalty: 2777.125977
	Iteration 15Q: 3 clusters Score -430678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -430718.875000 Penalty: 2777.125977
	Iteration 16Q: 3 clusters Score -430718.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -430746.625000 Penalty: 2777.125977
	Iteration 17Q: 3 clusters Score -430746.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -430771.562500 Penalty: 2777.125977
	Iteration 18Q: 3 clusters Score -430771.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -430786.875000 Penalty: 2777.125977
	Iteration 19Q: 3 clusters Score -430786.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -430797.281250 Penalty: 2777.125977
	Iteration 20F: 3 clusters Score -430797.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -430804.250000 Penalty: 2777.125977
	Iteration 21Q: 3 clusters Score -430804.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -430809.000000 Penalty: 2777.125977
	Iteration 22Q: 3 clusters Score -430809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -430812.281250 Penalty: 2777.125977
	Iteration 23Q: 3 clusters Score -430812.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -430815.281250 Penalty: 2777.125977
	Iteration 24Q: 3 clusters Score -430815.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -430818.218750 Penalty: 2777.125977
	Iteration 25Q: 3 clusters Score -430818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -430822.625000 Penalty: 2777.125977
	Iteration 26Q: 3 clusters Score -430822.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -430823.031250 Penalty: 2777.125977
	Iteration 27Q: 3 clusters Score -430823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430823.156250 Penalty: 2777.125977
	Iteration 28Q: 3 clusters Score -430823.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -430823.156250 Penalty: 2777.125977
	Iteration 29F: 3 clusters Score -430823.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Entering Unmasked Estep 
Score: -247198.875000 Penalty: 1307.668335
	Iteration 0F: 2 clusters Score -247198.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -244444.531250 Penalty: 2615.336670
	Iteration 0F: 3 clusters Score -244444.5 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -245194.453125 Penalty: 2615.336670
	Iteration 1F: 3 clusters Score -245194.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -245408.625000 Penalty: 2615.336670
	Iteration 2F: 3 clusters Score -245408.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -245612.781250 Penalty: 2615.336670
	Iteration 3F: 3 clusters Score -245612.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -245817.593750 Penalty: 2615.336670
	Iteration 4F: 3 clusters Score -245817.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -246015.875000 Penalty: 2615.336670
	Iteration 5F: 3 clusters Score -246015.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -246164.468750 Penalty: 2615.336670
	Iteration 6F: 3 clusters Score -246164.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -246267.015625 Penalty: 2615.336670
	Iteration 7Q: 3 clusters Score -246267 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -246357.796875 Penalty: 2615.336670
	Iteration 8Q: 3 clusters Score -246357.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -246439.578125 Penalty: 2615.336670
	Iteration 9Q: 3 clusters Score -246439.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -246507.093750 Penalty: 2615.336670
	Iteration 10Q: 3 clusters Score -246507.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -246570.421875 Penalty: 2615.336670
	Iteration 11Q: 3 clusters Score -246570.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -246621.671875 Penalty: 2615.336670
	Iteration 12Q: 3 clusters Score -246621.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -246665.890625 Penalty: 2615.336670
	Iteration 13Q: 3 clusters Score -246665.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -246691.671875 Penalty: 2615.336670
	Iteration 14Q: 3 clusters Score -246691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -246710.531250 Penalty: 2615.336670
	Iteration 15Q: 3 clusters Score -246710.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -246721.375000 Penalty: 2615.336670
	Iteration 16Q: 3 clusters Score -246721.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -246731.796875 Penalty: 2615.336670
	Iteration 17Q: 3 clusters Score -246731.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -246743.953125 Penalty: 2615.336670
	Iteration 18Q: 3 clusters Score -246744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -246760.781250 Penalty: 2615.336670
	Iteration 19Q: 3 clusters Score -246760.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -246783.062500 Penalty: 2615.336670
	Iteration 20F: 3 clusters Score -246783.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -246793.328125 Penalty: 2615.336670
	Iteration 21Q: 3 clusters Score -246793.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -246797.953125 Penalty: 2615.336670
	Iteration 22Q: 3 clusters Score -246798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -246804.703125 Penalty: 2615.336670
	Iteration 23Q: 3 clusters Score -246804.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -246809.281250 Penalty: 2615.336670
	Iteration 24Q: 3 clusters Score -246809.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -246811.890625 Penalty: 2615.336670
	Iteration 25Q: 3 clusters Score -246811.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246813.390625 Penalty: 2615.336670
	Iteration 26Q: 3 clusters Score -246813.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -246815.375000 Penalty: 2615.336670
	Iteration 27Q: 3 clusters Score -246815.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -246816.734375 Penalty: 2615.336670
	Iteration 28Q: 3 clusters Score -246816.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -246817.968750 Penalty: 2615.336670
	Iteration 29Q: 3 clusters Score -246818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -246819.296875 Penalty: 2615.336670
	Iteration 30Q: 3 clusters Score -246819.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -246820.906250 Penalty: 2615.336670
	Iteration 31Q: 3 clusters Score -246820.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -246821.500000 Penalty: 2615.336670
	Iteration 32Q: 3 clusters Score -246821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -246823.109375 Penalty: 2615.336670
	Iteration 33Q: 3 clusters Score -246823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -246824.921875 Penalty: 2615.336670
	Iteration 34Q: 3 clusters Score -246824.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -246825.734375 Penalty: 2615.336670
	Iteration 35Q: 3 clusters Score -246825.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -246825.703125 Penalty: 2615.336670
	Iteration 36Q: 3 clusters Score -246825.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -246825.703125 Penalty: 2615.336670
	Iteration 37F: 3 clusters Score -246825.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Entering Unmasked Estep 
Score: -281251.375000 Penalty: 1317.112427
	Iteration 0F: 2 clusters Score -281251.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -278366.968750 Penalty: 2634.224854
	Iteration 0F: 3 clusters Score -278367 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -279133.250000 Penalty: 2634.224854
	Iteration 1F: 3 clusters Score -279133.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -279386.625000 Penalty: 2634.224854
	Iteration 2F: 3 clusters Score -279386.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279636.625000 Penalty: 2634.224854
	Iteration 3F: 3 clusters Score -279636.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -279823.250000 Penalty: 2634.224854
	Iteration 4F: 3 clusters Score -279823.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -279928.562500 Penalty: 2634.224854
	Iteration 5Q: 3 clusters Score -279928.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -280006.781250 Penalty: 2634.224854
	Iteration 6Q: 3 clusters Score -280006.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -280073.718750 Penalty: 2634.224854
	Iteration 7Q: 3 clusters Score -280073.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -280128.968750 Penalty: 2634.224854
	Iteration 8Q: 3 clusters Score -280129 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -280176.281250 Penalty: 2634.224854
	Iteration 9Q: 3 clusters Score -280176.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -280208.468750 Penalty: 2634.224854
	Iteration 10Q: 3 clusters Score -280208.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280226.218750 Penalty: 2634.224854
	Iteration 11Q: 3 clusters Score -280226.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280238.312500 Penalty: 2634.224854
	Iteration 12Q: 3 clusters Score -280238.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280246.062500 Penalty: 2634.224854
	Iteration 13Q: 3 clusters Score -280246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280249.531250 Penalty: 2634.224854
	Iteration 14Q: 3 clusters Score -280249.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280253.781250 Penalty: 2634.224854
	Iteration 15Q: 3 clusters Score -280253.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280254.500000 Penalty: 2634.224854
	Iteration 16Q: 3 clusters Score -280254.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280255.687500 Penalty: 2634.224854
	Iteration 17Q: 3 clusters Score -280255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280256.000000 Penalty: 2634.224854
	Iteration 18Q: 3 clusters Score -280256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280256.437500 Penalty: 2634.224854
	Iteration 19Q: 3 clusters Score -280256.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280256.156250 Penalty: 2634.224854
	Iteration 20F: 3 clusters Score -280256.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Entering Unmasked Estep 
Score: -989502.375000 Penalty: 1517.572754
	Iteration 0F: 2 clusters Score -989502.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -981480.125000 Penalty: 3035.145508
	Iteration 0F: 3 clusters Score -981480.1 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -984134.562500 Penalty: 3035.145508
	Iteration 1F: 3 clusters Score -984134.6 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -984399.937500 Penalty: 3035.145508
	Iteration 2F: 3 clusters Score -984399.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -984684.187500 Penalty: 3035.145508
	Iteration 3F: 3 clusters Score -984684.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -985006.500000 Penalty: 3035.145508
	Iteration 4F: 3 clusters Score -985006.5 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -985419.812500 Penalty: 3035.145508
	Iteration 5F: 3 clusters Score -985419.8 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -985914.187500 Penalty: 3035.145508
	Iteration 6F: 3 clusters Score -985914.2 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -986465.812500 Penalty: 3035.145508
	Iteration 7F: 3 clusters Score -986465.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -986998.687500 Penalty: 3035.145508
	Iteration 8F: 3 clusters Score -986998.7 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -987470.187500 Penalty: 3035.145508
	Iteration 9Q: 3 clusters Score -987470.2 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -987809.312500 Penalty: 3035.145508
	Iteration 10Q: 3 clusters Score -987809.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -988052.812500 Penalty: 3035.145508
	Iteration 11Q: 3 clusters Score -988052.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -988275.187500 Penalty: 3035.145508
	Iteration 12Q: 3 clusters Score -988275.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -988483.062500 Penalty: 3035.145508
	Iteration 13Q: 3 clusters Score -988483.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -988642.812500 Penalty: 3035.145508
	Iteration 14Q: 3 clusters Score -988642.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -988745.750000 Penalty: 3035.145508
	Iteration 15Q: 3 clusters Score -988745.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -988826.375000 Penalty: 3035.145508
	Iteration 16Q: 3 clusters Score -988826.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -988871.437500 Penalty: 3035.145508
	Iteration 17Q: 3 clusters Score -988871.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -988907.312500 Penalty: 3035.145508
	Iteration 18Q: 3 clusters Score -988907.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -988917.937500 Penalty: 3035.145508
	Iteration 19Q: 3 clusters Score -988917.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -988926.125000 Penalty: 3035.145508
	Iteration 20F: 3 clusters Score -988926.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -988932.187500 Penalty: 3035.145508
	Iteration 21Q: 3 clusters Score -988932.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -988936.125000 Penalty: 3035.145508
	Iteration 22Q: 3 clusters Score -988936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -988937.187500 Penalty: 3035.145508
	Iteration 23Q: 3 clusters Score -988937.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -988941.125000 Penalty: 3035.145508
	Iteration 24Q: 3 clusters Score -988941.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -988942.250000 Penalty: 3035.145508
	Iteration 25Q: 3 clusters Score -988942.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -988944.437500 Penalty: 3035.145508
	Iteration 26Q: 3 clusters Score -988944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -988945.250000 Penalty: 3035.145508
	Iteration 27Q: 3 clusters Score -988945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -988945.187500 Penalty: 3035.145508
	Iteration 28Q: 3 clusters Score -988945.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -988946.437500 Penalty: 3035.145508
	Iteration 29Q: 3 clusters Score -988946.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -988946.437500 Penalty: 3035.145508
	Iteration 30F: 3 clusters Score -988946.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44419 members 
Entering Unmasked Estep 
Score: -3901651.500000 Penalty: 1738.981201
	Iteration 0F: 2 clusters Score -3901652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -3871973.000000 Penalty: 3477.962402
	Iteration 0F: 3 clusters Score -3871973 nChanged 20813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -3884208.000000 Penalty: 3477.962402
	Iteration 1F: 3 clusters Score -3884208 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -3885309.250000 Penalty: 3477.962402
	Iteration 2F: 3 clusters Score -3885309 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -3886809.500000 Penalty: 3477.962402
	Iteration 3F: 3 clusters Score -3886810 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -3888777.000000 Penalty: 3477.962402
	Iteration 4F: 3 clusters Score -3888777 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 32330 members 
Entering Unmasked Estep 
Score: -3890889.750000 Penalty: 3477.962402
	Iteration 5F: 3 clusters Score -3890890 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -3892917.750000 Penalty: 3477.962402
	Iteration 6F: 3 clusters Score -3892918 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3894837.250000 Penalty: 3477.962402
	Iteration 7F: 3 clusters Score -3894837 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -3896498.500000 Penalty: 3477.962402
	Iteration 8Q: 3 clusters Score -3896498 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -3897858.000000 Penalty: 3477.962402
	Iteration 9Q: 3 clusters Score -3897858 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 42439 members 
Entering Unmasked Estep 
Score: -3898812.250000 Penalty: 3477.962402
	Iteration 10Q: 3 clusters Score -3898812 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 43219 members 
Entering Unmasked Estep 
Score: -3899397.250000 Penalty: 3477.962402
	Iteration 11Q: 3 clusters Score -3899397 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 43661 members 
Entering Unmasked Estep 
Score: -3899750.500000 Penalty: 3477.962402
	Iteration 12Q: 3 clusters Score -3899750 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -3899932.250000 Penalty: 3477.962402
	Iteration 13Q: 3 clusters Score -3899932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 43988 members 
Entering Unmasked Estep 
Score: -3900029.750000 Penalty: 3477.962402
	Iteration 14Q: 3 clusters Score -3900030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -3900084.000000 Penalty: 3477.962402
	Iteration 15Q: 3 clusters Score -3900084 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -3900130.000000 Penalty: 3477.962402
	Iteration 16Q: 3 clusters Score -3900130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -3900158.000000 Penalty: 3477.962402
	Iteration 17Q: 3 clusters Score -3900158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -3900166.500000 Penalty: 3477.962402
	Iteration 18Q: 3 clusters Score -3900166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -3900178.250000 Penalty: 3477.962402
	Iteration 19Q: 3 clusters Score -3900178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -3900186.500000 Penalty: 3477.962402
	Iteration 20F: 3 clusters Score -3900186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -3900195.250000 Penalty: 3477.962402
	Iteration 21Q: 3 clusters Score -3900195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -3900208.500000 Penalty: 3477.962402
	Iteration 22Q: 3 clusters Score -3900208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -3900212.250000 Penalty: 3477.962402
	Iteration 23Q: 3 clusters Score -3900212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -3900217.500000 Penalty: 3477.962402
	Iteration 24Q: 3 clusters Score -3900218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -3900215.750000 Penalty: 3477.962402
	Iteration 25Q: 3 clusters Score -3900216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -3900217.500000 Penalty: 3477.962402
	Iteration 26Q: 3 clusters Score -3900218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -3900221.250000 Penalty: 3477.962402
	Iteration 27Q: 3 clusters Score -3900221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 44153 members 
Entering Unmasked Estep 
Score: -3900224.250000 Penalty: 3477.962402
	Iteration 28Q: 3 clusters Score -3900224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -3900225.250000 Penalty: 3477.962402
	Iteration 29Q: 3 clusters Score -3900225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -3900224.250000 Penalty: 3477.962402
	Iteration 30Q: 3 clusters Score -3900224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -3900225.750000 Penalty: 3477.962402
	Iteration 31Q: 3 clusters Score -3900226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -3900224.250000 Penalty: 3477.962402
	Iteration 32Q: 3 clusters Score -3900224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -3900224.250000 Penalty: 3477.962402
	Iteration 33F: 3 clusters Score -3900224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -1117837.250000 Penalty: 1530.002686
	Iteration 0F: 2 clusters Score -1117837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1109225.875000 Penalty: 3060.005371
	Iteration 0F: 3 clusters Score -1109226 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1112005.625000 Penalty: 3060.005371
	Iteration 1F: 3 clusters Score -1112006 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1112251.750000 Penalty: 3060.005371
	Iteration 2F: 3 clusters Score -1112252 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1112491.250000 Penalty: 3060.005371
	Iteration 3Q: 3 clusters Score -1112491 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1112761.625000 Penalty: 3060.005371
	Iteration 4Q: 3 clusters Score -1112762 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1113095.750000 Penalty: 3060.005371
	Iteration 5F: 3 clusters Score -1113096 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1113537.750000 Penalty: 3060.005371
	Iteration 6F: 3 clusters Score -1113538 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1114120.750000 Penalty: 3060.005371
	Iteration 7F: 3 clusters Score -1114121 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1114743.250000 Penalty: 3060.005371
	Iteration 8F: 3 clusters Score -1114743 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1115337.750000 Penalty: 3060.005371
	Iteration 9F: 3 clusters Score -1115338 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -1115751.125000 Penalty: 3060.005371
	Iteration 10Q: 3 clusters Score -1115751 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1116040.375000 Penalty: 3060.005371
	Iteration 11Q: 3 clusters Score -1116040 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1116214.875000 Penalty: 3060.005371
	Iteration 12Q: 3 clusters Score -1116215 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1116328.750000 Penalty: 3060.005371
	Iteration 13Q: 3 clusters Score -1116329 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1116400.000000 Penalty: 3060.005371
	Iteration 14Q: 3 clusters Score -1116400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -1116446.125000 Penalty: 3060.005371
	Iteration 15Q: 3 clusters Score -1116446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1116476.000000 Penalty: 3060.005371
	Iteration 16Q: 3 clusters Score -1116476 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1116493.375000 Penalty: 3060.005371
	Iteration 17Q: 3 clusters Score -1116493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1116509.375000 Penalty: 3060.005371
	Iteration 18Q: 3 clusters Score -1116509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1116530.125000 Penalty: 3060.005371
	Iteration 19Q: 3 clusters Score -1116530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1116534.875000 Penalty: 3060.005371
	Iteration 20F: 3 clusters Score -1116535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1116539.125000 Penalty: 3060.005371
	Iteration 21Q: 3 clusters Score -1116539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1116544.125000 Penalty: 3060.005371
	Iteration 22Q: 3 clusters Score -1116544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1116548.625000 Penalty: 3060.005371
	Iteration 23Q: 3 clusters Score -1116549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1116550.625000 Penalty: 3060.005371
	Iteration 24Q: 3 clusters Score -1116551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1116552.500000 Penalty: 3060.005371
	Iteration 25Q: 3 clusters Score -1116552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1116552.000000 Penalty: 3060.005371
	Iteration 26Q: 3 clusters Score -1116552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -1116552.000000 Penalty: 3060.005371
	Iteration 27F: 3 clusters Score -1116552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110509 members 
Entering Unmasked Estep 
Score: -9624976.000000 Penalty: 1887.088501
	Iteration 0F: 2 clusters Score -9624976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 55486 members 
Entering Unmasked Estep 
Score: -9551029.000000 Penalty: 3774.177002
	Iteration 0F: 3 clusters Score -9551029 nChanged 52931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -9582518.000000 Penalty: 3774.177002
	Iteration 1F: 3 clusters Score -9582518 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46457 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -9584904.000000 Penalty: 3774.177002
	Iteration 2Q: 3 clusters Score -9584904 nChanged 6980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41273 members 
Mstep: Class 2 contains 69236 members 
Entering Unmasked Estep 
Score: -9588778.000000 Penalty: 3774.177002
	Iteration 3F: 3 clusters Score -9588778 nChanged 8500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 76004 members 
Entering Unmasked Estep 
Score: -9594619.000000 Penalty: 3774.177002
	Iteration 4F: 3 clusters Score -9594619 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 83517 members 
Entering Unmasked Estep 
Score: -9601365.000000 Penalty: 3774.177002
	Iteration 5F: 3 clusters Score -9601365 nChanged 7915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 90418 members 
Entering Unmasked Estep 
Score: -9607319.000000 Penalty: 3774.177002
	Iteration 6F: 3 clusters Score -9607319 nChanged 6144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 96158 members 
Entering Unmasked Estep 
Score: -9611737.000000 Penalty: 3774.177002
	Iteration 7F: 3 clusters Score -9611737 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 100672 members 
Entering Unmasked Estep 
Score: -9615236.000000 Penalty: 3774.177002
	Iteration 8Q: 3 clusters Score -9615236 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 104194 members 
Entering Unmasked Estep 
Score: -9617884.000000 Penalty: 3774.177002
	Iteration 9Q: 3 clusters Score -9617884 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 106918 members 
Entering Unmasked Estep 
Score: -9620192.000000 Penalty: 3774.177002
	Iteration 10Q: 3 clusters Score -9620192 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 108664 members 
Entering Unmasked Estep 
Score: -9621641.000000 Penalty: 3774.177002
	Iteration 11Q: 3 clusters Score -9621641 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -9622530.000000 Penalty: 3774.177002
	Iteration 12Q: 3 clusters Score -9622530 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 110014 members 
Entering Unmasked Estep 
Score: -9622983.000000 Penalty: 3774.177002
	Iteration 13Q: 3 clusters Score -9622983 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 110152 members 
Entering Unmasked Estep 
Score: -9623149.000000 Penalty: 3774.177002
	Iteration 14Q: 3 clusters Score -9623149 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 110218 members 
Entering Unmasked Estep 
Score: -9623230.000000 Penalty: 3774.177002
	Iteration 15Q: 3 clusters Score -9623230 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 110237 members 
Entering Unmasked Estep 
Score: -9623260.000000 Penalty: 3774.177002
	Iteration 16Q: 3 clusters Score -9623260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 110251 members 
Entering Unmasked Estep 
Score: -9623277.000000 Penalty: 3774.177002
	Iteration 17Q: 3 clusters Score -9623277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -9623297.000000 Penalty: 3774.177002
	Iteration 18Q: 3 clusters Score -9623297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -9623319.000000 Penalty: 3774.177002
	Iteration 19Q: 3 clusters Score -9623319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -9623327.000000 Penalty: 3774.177002
	Iteration 20F: 3 clusters Score -9623327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 110278 members 
Entering Unmasked Estep 
Score: -9623339.000000 Penalty: 3774.177002
	Iteration 21Q: 3 clusters Score -9623339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -9623346.000000 Penalty: 3774.177002
	Iteration 22Q: 3 clusters Score -9623346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 110277 members 
Entering Unmasked Estep 
Score: -9623342.000000 Penalty: 3774.177002
	Iteration 23Q: 3 clusters Score -9623342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 110276 members 
Entering Unmasked Estep 
Score: -9623346.000000 Penalty: 3774.177002
	Iteration 24Q: 3 clusters Score -9623346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 110276 members 
Entering Unmasked Estep 
Score: -9623346.000000 Penalty: 3774.177002
	Iteration 25F: 3 clusters Score -9623346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Entering Unmasked Estep 
Score: -1142434.250000 Penalty: 1536.579102
	Iteration 0F: 2 clusters Score -1142434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1133555.375000 Penalty: 3073.158203
	Iteration 0F: 3 clusters Score -1133555 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1136462.375000 Penalty: 3073.158203
	Iteration 1F: 3 clusters Score -1136462 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1136794.625000 Penalty: 3073.158203
	Iteration 2F: 3 clusters Score -1136795 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1137154.250000 Penalty: 3073.158203
	Iteration 3F: 3 clusters Score -1137154 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1137593.500000 Penalty: 3073.158203
	Iteration 4F: 3 clusters Score -1137594 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1138171.625000 Penalty: 3073.158203
	Iteration 5F: 3 clusters Score -1138172 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1138822.375000 Penalty: 3073.158203
	Iteration 6F: 3 clusters Score -1138822 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1139503.750000 Penalty: 3073.158203
	Iteration 7F: 3 clusters Score -1139504 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1140248.375000 Penalty: 3073.158203
	Iteration 8F: 3 clusters Score -1140248 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1140849.500000 Penalty: 3073.158203
	Iteration 9F: 3 clusters Score -1140850 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1141338.500000 Penalty: 3073.158203
	Iteration 10Q: 3 clusters Score -1141338 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -1141607.000000 Penalty: 3073.158203
	Iteration 11Q: 3 clusters Score -1141607 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1141710.625000 Penalty: 3073.158203
	Iteration 12Q: 3 clusters Score -1141711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1141749.750000 Penalty: 3073.158203
	Iteration 13Q: 3 clusters Score -1141750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -1141766.875000 Penalty: 3073.158203
	Iteration 14Q: 3 clusters Score -1141767 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1141769.625000 Penalty: 3073.158203
	Iteration 15Q: 3 clusters Score -1141770 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1141776.250000 Penalty: 3073.158203
	Iteration 16Q: 3 clusters Score -1141776 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1141772.000000 Penalty: 3073.158203
	Iteration 17Q: 3 clusters Score -1141772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1141775.750000 Penalty: 3073.158203
	Iteration 18Q: 3 clusters Score -1141776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1141776.250000 Penalty: 3073.158203
	Iteration 19Q: 3 clusters Score -1141776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1141777.875000 Penalty: 3073.158203
	Iteration 20F: 3 clusters Score -1141778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1141773.875000 Penalty: 3073.158203
	Iteration 21Q: 3 clusters Score -1141774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1141777.875000 Penalty: 3073.158203
	Iteration 22Q: 3 clusters Score -1141778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1141780.750000 Penalty: 3073.158203
	Iteration 23Q: 3 clusters Score -1141781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1141779.875000 Penalty: 3073.158203
	Iteration 24Q: 3 clusters Score -1141780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1141779.250000 Penalty: 3073.158203
	Iteration 25Q: 3 clusters Score -1141779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1141778.750000 Penalty: 3073.158203
	Iteration 26Q: 3 clusters Score -1141779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -1141779.750000 Penalty: 3073.158203
	Iteration 27Q: 3 clusters Score -1141780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1141778.625000 Penalty: 3073.158203
	Iteration 28Q: 3 clusters Score -1141779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1141778.625000 Penalty: 3073.158203
	Iteration 29F: 3 clusters Score -1141779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (12440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Entering Unmasked Estep 
Score: -1078726.625000 Penalty: 1532.159302
	Iteration 0F: 2 clusters Score -1078727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1070058.500000 Penalty: 3064.318604
	Iteration 0F: 3 clusters Score -1070058 nChanged 5429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1072987.750000 Penalty: 3064.318604
	Iteration 1F: 3 clusters Score -1072988 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1073383.125000 Penalty: 3064.318604
	Iteration 2F: 3 clusters Score -1073383 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1073775.875000 Penalty: 3064.318604
	Iteration 3F: 3 clusters Score -1073776 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1074212.500000 Penalty: 3064.318604
	Iteration 4F: 3 clusters Score -1074212 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1074775.500000 Penalty: 3064.318604
	Iteration 5F: 3 clusters Score -1074776 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1075404.500000 Penalty: 3064.318604
	Iteration 6F: 3 clusters Score -1075404 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1076116.500000 Penalty: 3064.318604
	Iteration 7F: 3 clusters Score -1076116 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1076945.875000 Penalty: 3064.318604
	Iteration 8F: 3 clusters Score -1076946 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1077820.250000 Penalty: 3064.318604
	Iteration 9F: 3 clusters Score -1077820 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1078600.875000 Penalty: 3064.318604
	Iteration 10Q: 3 clusters Score -1078601 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1079172.625000 Penalty: 3064.318604
	Iteration 11Q: 3 clusters Score -1079173 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1079429.500000 Penalty: 3064.318604
	Iteration 12Q: 3 clusters Score -1079430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1079521.000000 Penalty: 3064.318604
	Iteration 13Q: 3 clusters Score -1079521 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1079565.000000 Penalty: 3064.318604
	Iteration 14Q: 3 clusters Score -1079565 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1079591.125000 Penalty: 3064.318604
	Iteration 15Q: 3 clusters Score -1079591 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1079611.750000 Penalty: 3064.318604
	Iteration 16Q: 3 clusters Score -1079612 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1079622.750000 Penalty: 3064.318604
	Iteration 17Q: 3 clusters Score -1079623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1079635.375000 Penalty: 3064.318604
	Iteration 18Q: 3 clusters Score -1079635 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1079640.250000 Penalty: 3064.318604
	Iteration 19Q: 3 clusters Score -1079640 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1079645.875000 Penalty: 3064.318604
	Iteration 20F: 3 clusters Score -1079646 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1079649.875000 Penalty: 3064.318604
	Iteration 21Q: 3 clusters Score -1079650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1079650.125000 Penalty: 3064.318604
	Iteration 22Q: 3 clusters Score -1079650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1079653.000000 Penalty: 3064.318604
	Iteration 23Q: 3 clusters Score -1079653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1079652.750000 Penalty: 3064.318604
	Iteration 24Q: 3 clusters Score -1079653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1079653.625000 Penalty: 3064.318604
	Iteration 25Q: 3 clusters Score -1079654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1079652.125000 Penalty: 3064.318604
	Iteration 26Q: 3 clusters Score -1079652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1079656.125000 Penalty: 3064.318604
	Iteration 27Q: 3 clusters Score -1079656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1079656.250000 Penalty: 3064.318604
	Iteration 28Q: 3 clusters Score -1079656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1079656.375000 Penalty: 3064.318604
	Iteration 29Q: 3 clusters Score -1079656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1079657.500000 Penalty: 3064.318604
	Iteration 30Q: 3 clusters Score -1079658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1079659.500000 Penalty: 3064.318604
	Iteration 31Q: 3 clusters Score -1079660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1079658.750000 Penalty: 3064.318604
	Iteration 32Q: 3 clusters Score -1079659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -1079662.250000 Penalty: 3064.318604
	Iteration 33Q: 3 clusters Score -1079662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -1079662.750000 Penalty: 3064.318604
	Iteration 34Q: 3 clusters Score -1079663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1079662.750000 Penalty: 3064.318604
	Iteration 35Q: 3 clusters Score -1079663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1079659.750000 Penalty: 3064.318604
	Iteration 36Q: 3 clusters Score -1079660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1079661.500000 Penalty: 3064.318604
	Iteration 37Q: 3 clusters Score -1079662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1079661.000000 Penalty: 3064.318604
	Iteration 38Q: 3 clusters Score -1079661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1079660.750000 Penalty: 3064.318604
	Iteration 39Q: 3 clusters Score -1079661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1079660.750000 Penalty: 3064.318604
	Iteration 40F: 3 clusters Score -1079661 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 4941 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Entering Unmasked Estep 
Score: -40881200.000000 Penalty: 82980.742188
Splitting cluster 24 changes total score from -40880580.000000 to -40881200.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (4941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Entering Unmasked Estep 
Score: -419481.000000 Penalty: 1382.115112
	Iteration 0F: 2 clusters Score -419481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -415519.343750 Penalty: 2764.230225
	Iteration 0F: 3 clusters Score -415519.3 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -416677.406250 Penalty: 2764.230225
	Iteration 1F: 3 clusters Score -416677.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -417179.125000 Penalty: 2764.230225
	Iteration 2F: 3 clusters Score -417179.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -417826.406250 Penalty: 2764.230225
	Iteration 3F: 3 clusters Score -417826.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -418529.968750 Penalty: 2764.230225
	Iteration 4F: 3 clusters Score -418530 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -419146.281250 Penalty: 2764.230225
	Iteration 5F: 3 clusters Score -419146.3 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -419554.062500 Penalty: 2764.230225
	Iteration 6F: 3 clusters Score -419554.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -419769.187500 Penalty: 2764.230225
	Iteration 7Q: 3 clusters Score -419769.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -419896.968750 Penalty: 2764.230225
	Iteration 8Q: 3 clusters Score -419897 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -419973.000000 Penalty: 2764.230225
	Iteration 9Q: 3 clusters Score -419973 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -420013.875000 Penalty: 2764.230225
	Iteration 10Q: 3 clusters Score -420013.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -420040.968750 Penalty: 2764.230225
	Iteration 11Q: 3 clusters Score -420041 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -420058.906250 Penalty: 2764.230225
	Iteration 12Q: 3 clusters Score -420058.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -420066.593750 Penalty: 2764.230225
	Iteration 13Q: 3 clusters Score -420066.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -420070.937500 Penalty: 2764.230225
	Iteration 14Q: 3 clusters Score -420070.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -420075.531250 Penalty: 2764.230225
	Iteration 15Q: 3 clusters Score -420075.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -420076.500000 Penalty: 2764.230225
	Iteration 16Q: 3 clusters Score -420076.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -420078.000000 Penalty: 2764.230225
	Iteration 17Q: 3 clusters Score -420078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420080.656250 Penalty: 2764.230225
	Iteration 18Q: 3 clusters Score -420080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -420082.375000 Penalty: 2764.230225
	Iteration 19Q: 3 clusters Score -420082.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -420085.812500 Penalty: 2764.230225
	Iteration 20F: 3 clusters Score -420085.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -420087.375000 Penalty: 2764.230225
	Iteration 21Q: 3 clusters Score -420087.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -420089.375000 Penalty: 2764.230225
	Iteration 22Q: 3 clusters Score -420089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -420089.906250 Penalty: 2764.230225
	Iteration 23Q: 3 clusters Score -420089.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -420091.281250 Penalty: 2764.230225
	Iteration 24Q: 3 clusters Score -420091.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -420093.125000 Penalty: 2764.230225
	Iteration 25Q: 3 clusters Score -420093.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -420094.281250 Penalty: 2764.230225
	Iteration 26Q: 3 clusters Score -420094.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -420094.718750 Penalty: 2764.230225
	Iteration 27Q: 3 clusters Score -420094.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -420094.937500 Penalty: 2764.230225
	Iteration 28Q: 3 clusters Score -420094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -420096.468750 Penalty: 2764.230225
	Iteration 29Q: 3 clusters Score -420096.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -420096.781250 Penalty: 2764.230225
	Iteration 30Q: 3 clusters Score -420096.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420096.843750 Penalty: 2764.230225
	Iteration 31Q: 3 clusters Score -420096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -420096.843750 Penalty: 2764.230225
	Iteration 32F: 3 clusters Score -420096.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 1825 members 
Entering Unmasked Estep 
Score: -40881040.000000 Penalty: 85108.453125
Splitting cluster 25 changes total score from -40880580.000000 to -40881040.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 26 (2970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Entering Unmasked Estep 
Score: -241400.546875 Penalty: 1299.401611
	Iteration 0F: 2 clusters Score -241400.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -238725.890625 Penalty: 2598.803223
	Iteration 0F: 3 clusters Score -238725.9 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -239496.265625 Penalty: 2598.803223
	Iteration 1F: 3 clusters Score -239496.3 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -239731.078125 Penalty: 2598.803223
	Iteration 2F: 3 clusters Score -239731.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -239948.812500 Penalty: 2598.803223
	Iteration 3F: 3 clusters Score -239948.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -240165.390625 Penalty: 2598.803223
	Iteration 4F: 3 clusters Score -240165.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -240357.453125 Penalty: 2598.803223
	Iteration 5F: 3 clusters Score -240357.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -240505.718750 Penalty: 2598.803223
	Iteration 6F: 3 clusters Score -240505.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -240622.656250 Penalty: 2598.803223
	Iteration 7Q: 3 clusters Score -240622.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -240723.593750 Penalty: 2598.803223
	Iteration 8Q: 3 clusters Score -240723.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -240817.421875 Penalty: 2598.803223
	Iteration 9Q: 3 clusters Score -240817.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -240892.250000 Penalty: 2598.803223
	Iteration 10Q: 3 clusters Score -240892.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -240942.687500 Penalty: 2598.803223
	Iteration 11Q: 3 clusters Score -240942.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -240988.218750 Penalty: 2598.803223
	Iteration 12Q: 3 clusters Score -240988.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -241015.406250 Penalty: 2598.803223
	Iteration 13Q: 3 clusters Score -241015.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -241032.359375 Penalty: 2598.803223
	Iteration 14Q: 3 clusters Score -241032.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -241047.093750 Penalty: 2598.803223
	Iteration 15Q: 3 clusters Score -241047.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -241067.421875 Penalty: 2598.803223
	Iteration 16Q: 3 clusters Score -241067.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -241090.421875 Penalty: 2598.803223
	Iteration 17Q: 3 clusters Score -241090.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -241123.281250 Penalty: 2598.803223
	Iteration 18Q: 3 clusters Score -241123.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -241146.312500 Penalty: 2598.803223
	Iteration 19Q: 3 clusters Score -241146.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -241166.515625 Penalty: 2598.803223
	Iteration 20F: 3 clusters Score -241166.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -241193.921875 Penalty: 2598.803223
	Iteration 21Q: 3 clusters Score -241193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -241219.171875 Penalty: 2598.803223
	Iteration 22Q: 3 clusters Score -241219.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -241253.953125 Penalty: 2598.803223
	Iteration 23Q: 3 clusters Score -241254 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -241295.125000 Penalty: 2598.803223
	Iteration 24Q: 3 clusters Score -241295.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -241382.218750 Penalty: 2598.803223
	Iteration 25Q: 3 clusters Score -241382.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -241574.828125 Penalty: 2598.803223
	Iteration 26Q: 3 clusters Score -241574.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -241848.640625 Penalty: 2598.803223
	Iteration 27Q: 3 clusters Score -241848.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -242148.703125 Penalty: 2598.803223
	Iteration 28Q: 3 clusters Score -242148.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -242388.921875 Penalty: 2598.803223
	Iteration 29Q: 3 clusters Score -242388.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -242556.718750 Penalty: 2598.803223
	Iteration 30Q: 3 clusters Score -242556.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -242603.078125 Penalty: 2598.803223
	Iteration 31Q: 3 clusters Score -242603.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -242630.187500 Penalty: 2598.803223
	Iteration 32Q: 3 clusters Score -242630.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -242638.031250 Penalty: 2598.803223
	Iteration 33Q: 3 clusters Score -242638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -242641.593750 Penalty: 2598.803223
	Iteration 34Q: 3 clusters Score -242641.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -242645.218750 Penalty: 2598.803223
	Iteration 35Q: 3 clusters Score -242645.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -242646.046875 Penalty: 2598.803223
	Iteration 36Q: 3 clusters Score -242646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242646.156250 Penalty: 2598.803223
	Iteration 37Q: 3 clusters Score -242646.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -242649.078125 Penalty: 2598.803223
	Iteration 38F: 3 clusters Score -242649.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -242652.187500 Penalty: 2598.803223
	Iteration 39Q: 3 clusters Score -242652.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -242653.671875 Penalty: 2598.803223
	Iteration 40F: 3 clusters Score -242653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -242656.187500 Penalty: 2598.803223
	Iteration 41Q: 3 clusters Score -242656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -242657.328125 Penalty: 2598.803223
	Iteration 42Q: 3 clusters Score -242657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -242657.328125 Penalty: 2598.803223
	Iteration 43F: 3 clusters Score -242657.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 2461 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 1825 members 
Mstep: Class 41 contains 1782 members 
Entering Unmasked Estep 
Score: -40881556.000000 Penalty: 87236.164062
Splitting cluster 26 changes total score from -40880580.000000 to -40881556.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 27 (345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Entering Unmasked Estep 
Score: -24048.416016 Penalty: 949.575989
	Iteration 0F: 2 clusters Score -24048.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -23118.976562 Penalty: 1899.151978
	Iteration 0F: 3 clusters Score -23118.98 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -23230.041016 Penalty: 1899.151978
	Iteration 1F: 3 clusters Score -23230.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -23254.775391 Penalty: 1899.151978
	Iteration 2Q: 3 clusters Score -23254.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23257.273438 Penalty: 1899.151978
	Iteration 3Q: 3 clusters Score -23257.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23270.619141 Penalty: 1899.151978
	Iteration 4Q: 3 clusters Score -23270.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23282.937500 Penalty: 1899.151978
	Iteration 5Q: 3 clusters Score -23282.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23317.552734 Penalty: 1899.151978
	Iteration 6Q: 3 clusters Score -23317.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -23344.357422 Penalty: 1899.151978
	Iteration 7Q: 3 clusters Score -23344.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23355.957031 Penalty: 1899.151978
	Iteration 8Q: 3 clusters Score -23355.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -23360.689453 Penalty: 1899.151978
	Iteration 9Q: 3 clusters Score -23360.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -23362.720703 Penalty: 1899.151978
	Iteration 10Q: 3 clusters Score -23362.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23366.605469 Penalty: 1899.151978
	Iteration 11Q: 3 clusters Score -23366.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -23366.605469 Penalty: 1899.151978
	Iteration 12F: 3 clusters Score -23366.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Entering Unmasked Estep 
Score: -726009.000000 Penalty: 1468.038086
	Iteration 0F: 2 clusters Score -726009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -719832.687500 Penalty: 2936.076172
	Iteration 0F: 3 clusters Score -719832.7 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -721860.000000 Penalty: 2936.076172
	Iteration 1F: 3 clusters Score -721860 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -722082.812500 Penalty: 2936.076172
	Iteration 2F: 3 clusters Score -722082.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -722268.812500 Penalty: 2936.076172
	Iteration 3Q: 3 clusters Score -722268.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -722423.500000 Penalty: 2936.076172
	Iteration 4Q: 3 clusters Score -722423.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -722570.312500 Penalty: 2936.076172
	Iteration 5Q: 3 clusters Score -722570.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -722699.250000 Penalty: 2936.076172
	Iteration 6Q: 3 clusters Score -722699.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -722804.875000 Penalty: 2936.076172
	Iteration 7Q: 3 clusters Score -722804.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -722904.562500 Penalty: 2936.076172
	Iteration 8Q: 3 clusters Score -722904.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -723021.875000 Penalty: 2936.076172
	Iteration 9Q: 3 clusters Score -723021.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -723157.375000 Penalty: 2936.076172
	Iteration 10Q: 3 clusters Score -723157.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -723282.500000 Penalty: 2936.076172
	Iteration 11Q: 3 clusters Score -723282.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -723395.750000 Penalty: 2936.076172
	Iteration 12Q: 3 clusters Score -723395.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -723490.812500 Penalty: 2936.076172
	Iteration 13Q: 3 clusters Score -723490.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -723579.750000 Penalty: 2936.076172
	Iteration 14Q: 3 clusters Score -723579.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -723657.562500 Penalty: 2936.076172
	Iteration 15Q: 3 clusters Score -723657.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -723747.437500 Penalty: 2936.076172
	Iteration 16Q: 3 clusters Score -723747.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -723831.937500 Penalty: 2936.076172
	Iteration 17Q: 3 clusters Score -723831.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -723912.937500 Penalty: 2936.076172
	Iteration 18Q: 3 clusters Score -723912.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -724002.250000 Penalty: 2936.076172
	Iteration 19Q: 3 clusters Score -724002.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -724097.625000 Penalty: 2936.076172
	Iteration 20F: 3 clusters Score -724097.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -724191.000000 Penalty: 2936.076172
	Iteration 21Q: 3 clusters Score -724191 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -724278.750000 Penalty: 2936.076172
	Iteration 22Q: 3 clusters Score -724278.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -724357.937500 Penalty: 2936.076172
	Iteration 23Q: 3 clusters Score -724357.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -724428.000000 Penalty: 2936.076172
	Iteration 24Q: 3 clusters Score -724428 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -724493.687500 Penalty: 2936.076172
	Iteration 25Q: 3 clusters Score -724493.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -724570.312500 Penalty: 2936.076172
	Iteration 26Q: 3 clusters Score -724570.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -724637.312500 Penalty: 2936.076172
	Iteration 27Q: 3 clusters Score -724637.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -724686.812500 Penalty: 2936.076172
	Iteration 28Q: 3 clusters Score -724686.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -724724.375000 Penalty: 2936.076172
	Iteration 29Q: 3 clusters Score -724724.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -724747.250000 Penalty: 2936.076172
	Iteration 30Q: 3 clusters Score -724747.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -724769.187500 Penalty: 2936.076172
	Iteration 31Q: 3 clusters Score -724769.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -724787.875000 Penalty: 2936.076172
	Iteration 32Q: 3 clusters Score -724787.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -724806.625000 Penalty: 2936.076172
	Iteration 33Q: 3 clusters Score -724806.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -724820.187500 Penalty: 2936.076172
	Iteration 34Q: 3 clusters Score -724820.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -724828.375000 Penalty: 2936.076172
	Iteration 35Q: 3 clusters Score -724828.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -724835.250000 Penalty: 2936.076172
	Iteration 36Q: 3 clusters Score -724835.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -724838.625000 Penalty: 2936.076172
	Iteration 37Q: 3 clusters Score -724838.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -724843.750000 Penalty: 2936.076172
	Iteration 38Q: 3 clusters Score -724843.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -724849.312500 Penalty: 2936.076172
	Iteration 39Q: 3 clusters Score -724849.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -724849.062500 Penalty: 2936.076172
	Iteration 40F: 3 clusters Score -724849.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -724852.250000 Penalty: 2936.076172
	Iteration 41Q: 3 clusters Score -724852.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -724858.000000 Penalty: 2936.076172
	Iteration 42Q: 3 clusters Score -724858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -724857.187500 Penalty: 2936.076172
	Iteration 43Q: 3 clusters Score -724857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -724857.625000 Penalty: 2936.076172
	Iteration 44Q: 3 clusters Score -724857.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -724863.187500 Penalty: 2936.076172
	Iteration 45Q: 3 clusters Score -724863.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -724863.437500 Penalty: 2936.076172
	Iteration 46Q: 3 clusters Score -724863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -724864.250000 Penalty: 2936.076172
	Iteration 47Q: 3 clusters Score -724864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -724865.875000 Penalty: 2936.076172
	Iteration 48Q: 3 clusters Score -724865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -724865.687500 Penalty: 2936.076172
	Iteration 49Q: 3 clusters Score -724865.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -724868.187500 Penalty: 2936.076172
	Iteration 50Q: 3 clusters Score -724868.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -724867.062500 Penalty: 2936.076172
	Iteration 51Q: 3 clusters Score -724867.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -724869.375000 Penalty: 2936.076172
	Iteration 52Q: 3 clusters Score -724869.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -724870.000000 Penalty: 2936.076172
	Iteration 53Q: 3 clusters Score -724870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -724870.812500 Penalty: 2936.076172
	Iteration 54Q: 3 clusters Score -724870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -724871.687500 Penalty: 2936.076172
	Iteration 55Q: 3 clusters Score -724871.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -724871.125000 Penalty: 2936.076172
	Iteration 56Q: 3 clusters Score -724871.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -724871.125000 Penalty: 2936.076172
	Iteration 57F: 3 clusters Score -724871.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Entering Unmasked Estep 
Score: -1966118.375000 Penalty: 1629.069214
	Iteration 0F: 2 clusters Score -1966118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1950769.750000 Penalty: 3258.138428
	Iteration 0F: 3 clusters Score -1950770 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1956794.875000 Penalty: 3258.138428
	Iteration 1F: 3 clusters Score -1956795 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1957470.750000 Penalty: 3258.138428
	Iteration 2F: 3 clusters Score -1957471 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1958139.125000 Penalty: 3258.138428
	Iteration 3F: 3 clusters Score -1958139 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1958808.125000 Penalty: 3258.138428
	Iteration 4F: 3 clusters Score -1958808 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1959508.750000 Penalty: 3258.138428
	Iteration 5F: 3 clusters Score -1959509 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1960356.250000 Penalty: 3258.138428
	Iteration 6F: 3 clusters Score -1960356 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1961168.250000 Penalty: 3258.138428
	Iteration 7F: 3 clusters Score -1961168 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1961851.125000 Penalty: 3258.138428
	Iteration 8Q: 3 clusters Score -1961851 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -1962304.125000 Penalty: 3258.138428
	Iteration 9Q: 3 clusters Score -1962304 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1962617.750000 Penalty: 3258.138428
	Iteration 10Q: 3 clusters Score -1962618 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1962840.125000 Penalty: 3258.138428
	Iteration 11Q: 3 clusters Score -1962840 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1962978.875000 Penalty: 3258.138428
	Iteration 12Q: 3 clusters Score -1962979 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1963081.375000 Penalty: 3258.138428
	Iteration 13Q: 3 clusters Score -1963081 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1963160.125000 Penalty: 3258.138428
	Iteration 14Q: 3 clusters Score -1963160 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1963220.250000 Penalty: 3258.138428
	Iteration 15Q: 3 clusters Score -1963220 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -1963269.875000 Penalty: 3258.138428
	Iteration 16Q: 3 clusters Score -1963270 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1963318.375000 Penalty: 3258.138428
	Iteration 17Q: 3 clusters Score -1963318 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1963359.250000 Penalty: 3258.138428
	Iteration 18Q: 3 clusters Score -1963359 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1963407.125000 Penalty: 3258.138428
	Iteration 19Q: 3 clusters Score -1963407 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1963435.375000 Penalty: 3258.138428
	Iteration 20F: 3 clusters Score -1963435 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1963469.750000 Penalty: 3258.138428
	Iteration 21Q: 3 clusters Score -1963470 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1963501.625000 Penalty: 3258.138428
	Iteration 22Q: 3 clusters Score -1963502 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1963516.625000 Penalty: 3258.138428
	Iteration 23Q: 3 clusters Score -1963517 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1963550.375000 Penalty: 3258.138428
	Iteration 24Q: 3 clusters Score -1963550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1963567.625000 Penalty: 3258.138428
	Iteration 25Q: 3 clusters Score -1963568 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1963588.125000 Penalty: 3258.138428
	Iteration 26Q: 3 clusters Score -1963588 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1963611.875000 Penalty: 3258.138428
	Iteration 27Q: 3 clusters Score -1963612 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1963640.500000 Penalty: 3258.138428
	Iteration 28Q: 3 clusters Score -1963640 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1963665.375000 Penalty: 3258.138428
	Iteration 29Q: 3 clusters Score -1963665 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -1963686.750000 Penalty: 3258.138428
	Iteration 30Q: 3 clusters Score -1963687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1963714.750000 Penalty: 3258.138428
	Iteration 31Q: 3 clusters Score -1963715 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1963738.125000 Penalty: 3258.138428
	Iteration 32Q: 3 clusters Score -1963738 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1963755.250000 Penalty: 3258.138428
	Iteration 33Q: 3 clusters Score -1963755 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1963772.125000 Penalty: 3258.138428
	Iteration 34Q: 3 clusters Score -1963772 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1963799.250000 Penalty: 3258.138428
	Iteration 35Q: 3 clusters Score -1963799 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1963816.875000 Penalty: 3258.138428
	Iteration 36Q: 3 clusters Score -1963817 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1963834.375000 Penalty: 3258.138428
	Iteration 37Q: 3 clusters Score -1963834 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 11916 members 
Entering Unmasked Estep 
Score: -1963852.125000 Penalty: 3258.138428
	Iteration 38Q: 3 clusters Score -1963852 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -1963867.375000 Penalty: 3258.138428
	Iteration 39Q: 3 clusters Score -1963867 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1963878.375000 Penalty: 3258.138428
	Iteration 40F: 3 clusters Score -1963878 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1963886.625000 Penalty: 3258.138428
	Iteration 41Q: 3 clusters Score -1963887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1963894.750000 Penalty: 3258.138428
	Iteration 42Q: 3 clusters Score -1963895 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -1963898.125000 Penalty: 3258.138428
	Iteration 43Q: 3 clusters Score -1963898 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1963902.125000 Penalty: 3258.138428
	Iteration 44Q: 3 clusters Score -1963902 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1963911.375000 Penalty: 3258.138428
	Iteration 45Q: 3 clusters Score -1963911 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1963924.125000 Penalty: 3258.138428
	Iteration 46Q: 3 clusters Score -1963924 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1963920.875000 Penalty: 3258.138428
	Iteration 47Q: 3 clusters Score -1963921 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1963941.125000 Penalty: 3258.138428
	Iteration 48Q: 3 clusters Score -1963941 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1963959.625000 Penalty: 3258.138428
	Iteration 49Q: 3 clusters Score -1963960 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1963963.000000 Penalty: 3258.138428
	Iteration 50Q: 3 clusters Score -1963963 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1963964.500000 Penalty: 3258.138428
	Iteration 51Q: 3 clusters Score -1963964 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1963984.000000 Penalty: 3258.138428
	Iteration 52Q: 3 clusters Score -1963984 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -1963999.750000 Penalty: 3258.138428
	Iteration 53Q: 3 clusters Score -1964000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1964003.000000 Penalty: 3258.138428
	Iteration 54Q: 3 clusters Score -1964003 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1964016.625000 Penalty: 3258.138428
	Iteration 55Q: 3 clusters Score -1964017 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1964035.500000 Penalty: 3258.138428
	Iteration 56Q: 3 clusters Score -1964036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1964056.875000 Penalty: 3258.138428
	Iteration 57Q: 3 clusters Score -1964057 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1964072.125000 Penalty: 3258.138428
	Iteration 58Q: 3 clusters Score -1964072 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1964105.000000 Penalty: 3258.138428
	Iteration 59Q: 3 clusters Score -1964105 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1964128.000000 Penalty: 3258.138428
	Iteration 60F: 3 clusters Score -1964128 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1964147.000000 Penalty: 3258.138428
	Iteration 61Q: 3 clusters Score -1964147 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1964173.625000 Penalty: 3258.138428
	Iteration 62Q: 3 clusters Score -1964174 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1964195.875000 Penalty: 3258.138428
	Iteration 63Q: 3 clusters Score -1964196 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1964221.625000 Penalty: 3258.138428
	Iteration 64Q: 3 clusters Score -1964222 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1964233.500000 Penalty: 3258.138428
	Iteration 65Q: 3 clusters Score -1964234 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -1964251.750000 Penalty: 3258.138428
	Iteration 66Q: 3 clusters Score -1964252 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1964267.500000 Penalty: 3258.138428
	Iteration 67Q: 3 clusters Score -1964268 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
Score: -1964275.125000 Penalty: 3258.138428
	Iteration 68Q: 3 clusters Score -1964275 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -1964301.000000 Penalty: 3258.138428
	Iteration 69Q: 3 clusters Score -1964301 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1964324.125000 Penalty: 3258.138428
	Iteration 70Q: 3 clusters Score -1964324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1964352.625000 Penalty: 3258.138428
	Iteration 71Q: 3 clusters Score -1964353 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1964376.500000 Penalty: 3258.138428
	Iteration 72Q: 3 clusters Score -1964376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1964392.625000 Penalty: 3258.138428
	Iteration 73Q: 3 clusters Score -1964393 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -1964417.125000 Penalty: 3258.138428
	Iteration 74Q: 3 clusters Score -1964417 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -1964433.250000 Penalty: 3258.138428
	Iteration 75Q: 3 clusters Score -1964433 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1964456.250000 Penalty: 3258.138428
	Iteration 76Q: 3 clusters Score -1964456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -1964476.250000 Penalty: 3258.138428
	Iteration 77Q: 3 clusters Score -1964476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -1964501.250000 Penalty: 3258.138428
	Iteration 78Q: 3 clusters Score -1964501 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -1964530.875000 Penalty: 3258.138428
	Iteration 79Q: 3 clusters Score -1964531 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1964554.375000 Penalty: 3258.138428
	Iteration 80F: 3 clusters Score -1964554 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -1964569.875000 Penalty: 3258.138428
	Iteration 81Q: 3 clusters Score -1964570 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -1964597.375000 Penalty: 3258.138428
	Iteration 82Q: 3 clusters Score -1964597 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1964625.250000 Penalty: 3258.138428
	Iteration 83Q: 3 clusters Score -1964625 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -1964654.625000 Penalty: 3258.138428
	Iteration 84Q: 3 clusters Score -1964655 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -1964684.750000 Penalty: 3258.138428
	Iteration 85Q: 3 clusters Score -1964685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -1964720.375000 Penalty: 3258.138428
	Iteration 86Q: 3 clusters Score -1964720 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -1964746.625000 Penalty: 3258.138428
	Iteration 87Q: 3 clusters Score -1964747 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -1964772.250000 Penalty: 3258.138428
	Iteration 88Q: 3 clusters Score -1964772 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -1964797.000000 Penalty: 3258.138428
	Iteration 89Q: 3 clusters Score -1964797 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -1964819.125000 Penalty: 3258.138428
	Iteration 90Q: 3 clusters Score -1964819 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -1964848.625000 Penalty: 3258.138428
	Iteration 91Q: 3 clusters Score -1964849 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1964875 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -1964897.375000 Penalty: 3258.138428
	Iteration 93Q: 3 clusters Score -1964897 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -1964914.250000 Penalty: 3258.138428
	Iteration 94Q: 3 clusters Score -1964914 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -1964932.375000 Penalty: 3258.138428
	Iteration 95Q: 3 clusters Score -1964932 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -1964943.750000 Penalty: 3258.138428
	Iteration 96Q: 3 clusters Score -1964944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -1964950.750000 Penalty: 3258.138428
	Iteration 97Q: 3 clusters Score -1964951 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -1964964.625000 Penalty: 3258.138428
	Iteration 98Q: 3 clusters Score -1964965 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1964969.500000 Penalty: 3258.138428
	Iteration 99Q: 3 clusters Score -1964970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -1964979.375000 Penalty: 3258.138428
	Iteration 100F: 3 clusters Score -1964979 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -1964991.250000 Penalty: 3258.138428
	Iteration 101Q: 3 clusters Score -1964991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -1964996.875000 Penalty: 3258.138428
	Iteration 102Q: 3 clusters Score -1964997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -1965003.125000 Penalty: 3258.138428
	Iteration 103Q: 3 clusters Score -1965003 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -1965011.125000 Penalty: 3258.138428
	Iteration 104Q: 3 clusters Score -1965011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -1965021.250000 Penalty: 3258.138428
	Iteration 105Q: 3 clusters Score -1965021 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -1965028.250000 Penalty: 3258.138428
	Iteration 106Q: 3 clusters Score -1965028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -1965035.750000 Penalty: 3258.138428
	Iteration 107Q: 3 clusters Score -1965036 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -1965049.500000 Penalty: 3258.138428
	Iteration 108Q: 3 clusters Score -1965050 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1965055.125000 Penalty: 3258.138428
	Iteration 109Q: 3 clusters Score -1965055 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -1965063.500000 Penalty: 3258.138428
	Iteration 110Q: 3 clusters Score -1965064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -1965076.625000 Penalty: 3258.138428
	Iteration 111Q: 3 clusters Score -1965077 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1965084.000000 Penalty: 3258.138428
	Iteration 112Q: 3 clusters Score -1965084 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -1965089.625000 Penalty: 3258.138428
	Iteration 113Q: 3 clusters Score -1965090 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1965094.000000 Penalty: 3258.138428
	Iteration 114Q: 3 clusters Score -1965094 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -1965093.750000 Penalty: 3258.138428
	Iteration 115Q: 3 clusters Score -1965094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -1965096.750000 Penalty: 3258.138428
	Iteration 116Q: 3 clusters Score -1965097 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1965096.125000 Penalty: 3258.138428
	Iteration 117Q: 3 clusters Score -1965096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -1965096.625000 Penalty: 3258.138428
	Iteration 118Q: 3 clusters Score -1965097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -1965105.625000 Penalty: 3258.138428
	Iteration 119Q: 3 clusters Score -1965106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1965103.250000 Penalty: 3258.138428
	Iteration 120F: 3 clusters Score -1965103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -1965104.625000 Penalty: 3258.138428
	Iteration 121Q: 3 clusters Score -1965105 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1965107.000000 Penalty: 3258.138428
	Iteration 122Q: 3 clusters Score -1965107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -1965105.500000 Penalty: 3258.138428
	Iteration 123Q: 3 clusters Score -1965106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1965106.375000 Penalty: 3258.138428
	Iteration 124Q: 3 clusters Score -1965106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -1965105.750000 Penalty: 3258.138428
	Iteration 125Q: 3 clusters Score -1965106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -1965107.750000 Penalty: 3258.138428
	Iteration 126Q: 3 clusters Score -1965108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -1965105.875000 Penalty: 3258.138428
	Iteration 127Q: 3 clusters Score -1965106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -1965108.000000 Penalty: 3258.138428
	Iteration 128Q: 3 clusters Score -1965108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -1965107.625000 Penalty: 3258.138428
	Iteration 129Q: 3 clusters Score -1965108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -1965107.875000 Penalty: 3258.138428
	Iteration 130Q: 3 clusters Score -1965108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -1965107.000000 Penalty: 3258.138428
	Iteration 131Q: 3 clusters Score -1965107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 18823 members 
Entering Unmasked Estep 
Score: -1965105.250000 Penalty: 3258.138428
	Iteration 132Q: 3 clusters Score -1965105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -1965107.500000 Penalty: 3258.138428
	Iteration 133Q: 3 clusters Score -1965108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -1965106.625000 Penalty: 3258.138428
	Iteration 134Q: 3 clusters Score -1965107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -1965111.625000 Penalty: 3258.138428
	Iteration 135Q: 3 clusters Score -1965112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -1965112.625000 Penalty: 3258.138428
	Iteration 136Q: 3 clusters Score -1965113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -1965113.500000 Penalty: 3258.138428
	Iteration 137Q: 3 clusters Score -1965114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -1965111.125000 Penalty: 3258.138428
	Iteration 138Q: 3 clusters Score -1965111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1965110.875000 Penalty: 3258.138428
	Iteration 139Q: 3 clusters Score -1965111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1965109.750000 Penalty: 3258.138428
	Iteration 140F: 3 clusters Score -1965110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -1965108.375000 Penalty: 3258.138428
	Iteration 141Q: 3 clusters Score -1965108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -1965107.000000 Penalty: 3258.138428
	Iteration 142Q: 3 clusters Score -1965107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1965106.875000 Penalty: 3258.138428
	Iteration 143Q: 3 clusters Score -1965107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -1965106.875000 Penalty: 3258.138428
	Iteration 144Q: 3 clusters Score -1965107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1965108.250000 Penalty: 3258.138428
	Iteration 145Q: 3 clusters Score -1965108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -1965108.250000 Penalty: 3258.138428
	Iteration 146F: 3 clusters Score -1965108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7359 members 
Entering Unmasked Estep 
Score: -648312.812500 Penalty: 1446.847778
	Iteration 0F: 2 clusters Score -648312.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -642905.125000 Penalty: 2893.695557
	Iteration 0F: 3 clusters Score -642905.1 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -644770.187500 Penalty: 2893.695557
	Iteration 1F: 3 clusters Score -644770.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -645184.812500 Penalty: 2893.695557
	Iteration 2F: 3 clusters Score -645184.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -645544.062500 Penalty: 2893.695557
	Iteration 3F: 3 clusters Score -645544.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -645860.375000 Penalty: 2893.695557
	Iteration 4F: 3 clusters Score -645860.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -646151.750000 Penalty: 2893.695557
	Iteration 5F: 3 clusters Score -646151.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -646387.437500 Penalty: 2893.695557
	Iteration 6F: 3 clusters Score -646387.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -646580.750000 Penalty: 2893.695557
	Iteration 7Q: 3 clusters Score -646580.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -646751.500000 Penalty: 2893.695557
	Iteration 8Q: 3 clusters Score -646751.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -646867.312500 Penalty: 2893.695557
	Iteration 9Q: 3 clusters Score -646867.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -646962.125000 Penalty: 2893.695557
	Iteration 10Q: 3 clusters Score -646962.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -647040.687500 Penalty: 2893.695557
	Iteration 11Q: 3 clusters Score -647040.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -647106.250000 Penalty: 2893.695557
	Iteration 12Q: 3 clusters Score -647106.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -647167.437500 Penalty: 2893.695557
	Iteration 13Q: 3 clusters Score -647167.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -647213.250000 Penalty: 2893.695557
	Iteration 14Q: 3 clusters Score -647213.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -647250.812500 Penalty: 2893.695557
	Iteration 15Q: 3 clusters Score -647250.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -647282.250000 Penalty: 2893.695557
	Iteration 16Q: 3 clusters Score -647282.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -647317.625000 Penalty: 2893.695557
	Iteration 17Q: 3 clusters Score -647317.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -647350.437500 Penalty: 2893.695557
	Iteration 18Q: 3 clusters Score -647350.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -647370.812500 Penalty: 2893.695557
	Iteration 19Q: 3 clusters Score -647370.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -647380.000000 Penalty: 2893.695557
	Iteration 20F: 3 clusters Score -647380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -647390.500000 Penalty: 2893.695557
	Iteration 21Q: 3 clusters Score -647390.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -647403.625000 Penalty: 2893.695557
	Iteration 22Q: 3 clusters Score -647403.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -647411.687500 Penalty: 2893.695557
	Iteration 23Q: 3 clusters Score -647411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -647414.437500 Penalty: 2893.695557
	Iteration 24Q: 3 clusters Score -647414.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -647420.562500 Penalty: 2893.695557
	Iteration 25Q: 3 clusters Score -647420.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -647424.500000 Penalty: 2893.695557
	Iteration 26Q: 3 clusters Score -647424.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -647427.000000 Penalty: 2893.695557
	Iteration 27Q: 3 clusters Score -647427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -647428.875000 Penalty: 2893.695557
	Iteration 28Q: 3 clusters Score -647428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -647428.312500 Penalty: 2893.695557
	Iteration 29Q: 3 clusters Score -647428.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -647428.812500 Penalty: 2893.695557
	Iteration 30Q: 3 clusters Score -647428.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -647429.750000 Penalty: 2893.695557
	Iteration 31Q: 3 clusters Score -647429.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -647429.750000 Penalty: 2893.695557
	Iteration 32F: 3 clusters Score -647429.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -198281.671875 Penalty: 1268.852417
	Iteration 0F: 2 clusters Score -198281.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -195929.203125 Penalty: 2537.704834
	Iteration 0F: 3 clusters Score -195929.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196504.765625 Penalty: 2537.704834
	Iteration 1F: 3 clusters Score -196504.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -196695.421875 Penalty: 2537.704834
	Iteration 2F: 3 clusters Score -196695.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -196859.187500 Penalty: 2537.704834
	Iteration 3F: 3 clusters Score -196859.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -197076.687500 Penalty: 2537.704834
	Iteration 4F: 3 clusters Score -197076.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -197338.968750 Penalty: 2537.704834
	Iteration 5F: 3 clusters Score -197339 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -197516.671875 Penalty: 2537.704834
	Iteration 6F: 3 clusters Score -197516.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -197622.187500 Penalty: 2537.704834
	Iteration 7Q: 3 clusters Score -197622.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -197699.609375 Penalty: 2537.704834
	Iteration 8Q: 3 clusters Score -197699.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -197777.890625 Penalty: 2537.704834
	Iteration 9Q: 3 clusters Score -197777.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -197861.906250 Penalty: 2537.704834
	Iteration 10Q: 3 clusters Score -197861.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -197950.593750 Penalty: 2537.704834
	Iteration 11Q: 3 clusters Score -197950.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -198036.640625 Penalty: 2537.704834
	Iteration 12Q: 3 clusters Score -198036.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -198113.343750 Penalty: 2537.704834
	Iteration 13Q: 3 clusters Score -198113.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -198166.578125 Penalty: 2537.704834
	Iteration 14Q: 3 clusters Score -198166.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -198210.093750 Penalty: 2537.704834
	Iteration 15Q: 3 clusters Score -198210.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -198239.875000 Penalty: 2537.704834
	Iteration 16Q: 3 clusters Score -198239.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -198255.421875 Penalty: 2537.704834
	Iteration 17Q: 3 clusters Score -198255.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -198269.812500 Penalty: 2537.704834
	Iteration 18Q: 3 clusters Score -198269.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -198279.203125 Penalty: 2537.704834
	Iteration 19Q: 3 clusters Score -198279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -198286.140625 Penalty: 2537.704834
	Iteration 20F: 3 clusters Score -198286.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -198289.718750 Penalty: 2537.704834
	Iteration 21Q: 3 clusters Score -198289.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -198291.593750 Penalty: 2537.704834
	Iteration 22Q: 3 clusters Score -198291.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -198291.984375 Penalty: 2537.704834
	Iteration 23Q: 3 clusters Score -198292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -198292.250000 Penalty: 2537.704834
	Iteration 24Q: 3 clusters Score -198292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -198292.250000 Penalty: 2537.704834
	Iteration 25F: 3 clusters Score -198292.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 1825 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 1135 members 
Entering Unmasked Estep 
Score: -40880736.000000 Penalty: 89363.875000
Splitting cluster 31 changes total score from -40880580.000000 to -40880736.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 32 (11405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Entering Unmasked Estep 
Score: -1006167.750000 Penalty: 1518.043701
	Iteration 0F: 2 clusters Score -1006168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -998088.437500 Penalty: 3036.087402
	Iteration 0F: 3 clusters Score -998088.4 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -1000881.562500 Penalty: 3036.087402
	Iteration 1F: 3 clusters Score -1000882 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1001281.437500 Penalty: 3036.087402
	Iteration 2F: 3 clusters Score -1001281 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1001660.000000 Penalty: 3036.087402
	Iteration 3F: 3 clusters Score -1001660 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1002060.812500 Penalty: 3036.087402
	Iteration 4F: 3 clusters Score -1002061 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1002513.687500 Penalty: 3036.087402
	Iteration 5F: 3 clusters Score -1002514 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1003001.625000 Penalty: 3036.087402
	Iteration 6F: 3 clusters Score -1003002 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1003545.187500 Penalty: 3036.087402
	Iteration 7F: 3 clusters Score -1003545 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1004016.875000 Penalty: 3036.087402
	Iteration 8Q: 3 clusters Score -1004017 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1004372.687500 Penalty: 3036.087402
	Iteration 9Q: 3 clusters Score -1004373 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1004573.000000 Penalty: 3036.087402
	Iteration 10Q: 3 clusters Score -1004573 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1004689.875000 Penalty: 3036.087402
	Iteration 11Q: 3 clusters Score -1004690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1004757.750000 Penalty: 3036.087402
	Iteration 12Q: 3 clusters Score -1004758 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1004805.687500 Penalty: 3036.087402
	Iteration 13Q: 3 clusters Score -1004806 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1004844.562500 Penalty: 3036.087402
	Iteration 14Q: 3 clusters Score -1004845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11005 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1004870.687500 Penalty: 3036.087402
	Iteration 15Q: 3 clusters Score -1004871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1004893.812500 Penalty: 3036.087402
	Iteration 16Q: 3 clusters Score -1004894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1004914.875000 Penalty: 3036.087402
	Iteration 17Q: 3 clusters Score -1004915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1004927.750000 Penalty: 3036.087402
	Iteration 18Q: 3 clusters Score -1004928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1004935.812500 Penalty: 3036.087402
	Iteration 19Q: 3 clusters Score -1004936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1004942.500000 Penalty: 3036.087402
	Iteration 20F: 3 clusters Score -1004942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1004951.125000 Penalty: 3036.087402
	Iteration 21Q: 3 clusters Score -1004951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1004952.937500 Penalty: 3036.087402
	Iteration 22Q: 3 clusters Score -1004953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1004956.500000 Penalty: 3036.087402
	Iteration 23Q: 3 clusters Score -1004956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1004959.500000 Penalty: 3036.087402
	Iteration 24Q: 3 clusters Score -1004960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1004966.687500 Penalty: 3036.087402
	Iteration 25Q: 3 clusters Score -1004967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1004968.875000 Penalty: 3036.087402
	Iteration 26Q: 3 clusters Score -1004969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1004972.250000 Penalty: 3036.087402
	Iteration 27Q: 3 clusters Score -1004972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1004973.562500 Penalty: 3036.087402
	Iteration 28Q: 3 clusters Score -1004974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1004976.562500 Penalty: 3036.087402
	Iteration 29Q: 3 clusters Score -1004977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1004977.812500 Penalty: 3036.087402
	Iteration 30Q: 3 clusters Score -1004978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1004977.812500 Penalty: 3036.087402
	Iteration 31F: 3 clusters Score -1004978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Entering Unmasked Estep 
Score: -142441.359375 Penalty: 1213.633423
	Iteration 0F: 2 clusters Score -142441.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140544.953125 Penalty: 2427.266846
	Iteration 0F: 3 clusters Score -140545 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -141019.000000 Penalty: 2427.266846
	Iteration 1F: 3 clusters Score -141019 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141149.312500 Penalty: 2427.266846
	Iteration 2F: 3 clusters Score -141149.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141248.312500 Penalty: 2427.266846
	Iteration 3F: 3 clusters Score -141248.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -141344.343750 Penalty: 2427.266846
	Iteration 4Q: 3 clusters Score -141344.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -141475.421875 Penalty: 2427.266846
	Iteration 5F: 3 clusters Score -141475.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -141658.671875 Penalty: 2427.266846
	Iteration 6F: 3 clusters Score -141658.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -141878.031250 Penalty: 2427.266846
	Iteration 7F: 3 clusters Score -141878 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -142144.296875 Penalty: 2427.266846
	Iteration 8F: 3 clusters Score -142144.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -142370.265625 Penalty: 2427.266846
	Iteration 9F: 3 clusters Score -142370.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -142550.390625 Penalty: 2427.266846
	Iteration 10Q: 3 clusters Score -142550.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -142663.250000 Penalty: 2427.266846
	Iteration 11Q: 3 clusters Score -142663.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -142747.750000 Penalty: 2427.266846
	Iteration 12Q: 3 clusters Score -142747.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -142811.328125 Penalty: 2427.266846
	Iteration 13Q: 3 clusters Score -142811.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -142856.078125 Penalty: 2427.266846
	Iteration 14Q: 3 clusters Score -142856.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -142875.296875 Penalty: 2427.266846
	Iteration 15Q: 3 clusters Score -142875.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -142882.328125 Penalty: 2427.266846
	Iteration 16Q: 3 clusters Score -142882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -142887.984375 Penalty: 2427.266846
	Iteration 17Q: 3 clusters Score -142888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -142888.953125 Penalty: 2427.266846
	Iteration 18Q: 3 clusters Score -142889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -142890.468750 Penalty: 2427.266846
	Iteration 19Q: 3 clusters Score -142890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -142891.687500 Penalty: 2427.266846
	Iteration 20F: 3 clusters Score -142891.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -142892.187500 Penalty: 2427.266846
	Iteration 21Q: 3 clusters Score -142892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -142892.187500 Penalty: 2427.266846
	Iteration 22F: 3 clusters Score -142892.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 515 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 1825 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 1237 members 
Entering Unmasked Estep 
Score: -40880252.000000 Penalty: 91491.585938
Splitting cluster 33 changes total score from -40880580.000000 to -40880252.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (1442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Entering Unmasked Estep 
Score: -119062.125000 Penalty: 1181.990356
	Iteration 0F: 2 clusters Score -119062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -117341.757812 Penalty: 2363.980713
	Iteration 0F: 3 clusters Score -117341.8 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117716.117188 Penalty: 2363.980713
	Iteration 1F: 3 clusters Score -117716.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -117781.257812 Penalty: 2363.980713
	Iteration 2F: 3 clusters Score -117781.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -117823.351562 Penalty: 2363.980713
	Iteration 3Q: 3 clusters Score -117823.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -117854.617188 Penalty: 2363.980713
	Iteration 4Q: 3 clusters Score -117854.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -117875.929688 Penalty: 2363.980713
	Iteration 5Q: 3 clusters Score -117875.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -117898.375000 Penalty: 2363.980713
	Iteration 6Q: 3 clusters Score -117898.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -117923.687500 Penalty: 2363.980713
	Iteration 7Q: 3 clusters Score -117923.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -117954.953125 Penalty: 2363.980713
	Iteration 8Q: 3 clusters Score -117955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117998.554688 Penalty: 2363.980713
	Iteration 9Q: 3 clusters Score -117998.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -118068.804688 Penalty: 2363.980713
	Iteration 10Q: 3 clusters Score -118068.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -118143.039062 Penalty: 2363.980713
	Iteration 11Q: 3 clusters Score -118143 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -118244.695312 Penalty: 2363.980713
	Iteration 12Q: 3 clusters Score -118244.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118361.085938 Penalty: 2363.980713
	Iteration 13Q: 3 clusters Score -118361.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -118518.601562 Penalty: 2363.980713
	Iteration 14Q: 3 clusters Score -118518.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -118704.195312 Penalty: 2363.980713
	Iteration 15Q: 3 clusters Score -118704.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118861.773438 Penalty: 2363.980713
	Iteration 16Q: 3 clusters Score -118861.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -118991.218750 Penalty: 2363.980713
	Iteration 17Q: 3 clusters Score -118991.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -119076.492188 Penalty: 2363.980713
	Iteration 18Q: 3 clusters Score -119076.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119181.062500 Penalty: 2363.980713
	Iteration 19Q: 3 clusters Score -119181.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -119286.429688 Penalty: 2363.980713
	Iteration 20F: 3 clusters Score -119286.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119416.781250 Penalty: 2363.980713
	Iteration 21Q: 3 clusters Score -119416.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -119522.562500 Penalty: 2363.980713
	Iteration 22Q: 3 clusters Score -119522.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -119550.117188 Penalty: 2363.980713
	Iteration 23Q: 3 clusters Score -119550.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -119560.101562 Penalty: 2363.980713
	Iteration 24Q: 3 clusters Score -119560.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -119565.023438 Penalty: 2363.980713
	Iteration 25Q: 3 clusters Score -119565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119566.781250 Penalty: 2363.980713
	Iteration 26Q: 3 clusters Score -119566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -119566.781250 Penalty: 2363.980713
	Iteration 27F: 3 clusters Score -119566.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 870 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Mstep: Class 37 contains 13121 members 
Mstep: Class 38 contains 2096 members 
Mstep: Class 39 contains 8268 members 
Mstep: Class 40 contains 1825 members 
Mstep: Class 41 contains 1782 members 
Mstep: Class 42 contains 1135 members 
Mstep: Class 43 contains 572 members 
Entering Unmasked Estep 
Score: -40880344.000000 Penalty: 91491.585938
Splitting cluster 34 changes total score from -40880580.000000 to -40880344.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (2347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Entering Unmasked Estep 
Score: -205790.625000 Penalty: 1261.145142
	Iteration 0F: 2 clusters Score -205790.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -203495.343750 Penalty: 2522.290283
	Iteration 0F: 3 clusters Score -203495.3 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -204007.343750 Penalty: 2522.290283
	Iteration 1F: 3 clusters Score -204007.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -204119.109375 Penalty: 2522.290283
	Iteration 2F: 3 clusters Score -204119.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -204172.109375 Penalty: 2522.290283
	Iteration 3Q: 3 clusters Score -204172.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -204209.156250 Penalty: 2522.290283
	Iteration 4Q: 3 clusters Score -204209.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -204238.093750 Penalty: 2522.290283
	Iteration 5Q: 3 clusters Score -204238.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -204264.062500 Penalty: 2522.290283
	Iteration 6Q: 3 clusters Score -204264.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -204282.562500 Penalty: 2522.290283
	Iteration 7Q: 3 clusters Score -204282.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -204303.281250 Penalty: 2522.290283
	Iteration 8Q: 3 clusters Score -204303.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -204320.250000 Penalty: 2522.290283
	Iteration 9Q: 3 clusters Score -204320.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -204343.156250 Penalty: 2522.290283
	Iteration 10Q: 3 clusters Score -204343.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204359.296875 Penalty: 2522.290283
	Iteration 11Q: 3 clusters Score -204359.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -204374.250000 Penalty: 2522.290283
	Iteration 12Q: 3 clusters Score -204374.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204391.796875 Penalty: 2522.290283
	Iteration 13Q: 3 clusters Score -204391.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -204402.812500 Penalty: 2522.290283
	Iteration 14Q: 3 clusters Score -204402.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -204415.859375 Penalty: 2522.290283
	Iteration 15Q: 3 clusters Score -204415.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -204433.015625 Penalty: 2522.290283
	Iteration 16Q: 3 clusters Score -204433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -204452.484375 Penalty: 2522.290283
	Iteration 17Q: 3 clusters Score -204452.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -204468.593750 Penalty: 2522.290283
	Iteration 18Q: 3 clusters Score -204468.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -204476.671875 Penalty: 2522.290283
	Iteration 19Q: 3 clusters Score -204476.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -204482.546875 Penalty: 2522.290283
	Iteration 20F: 3 clusters Score -204482.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -204490.093750 Penalty: 2522.290283
	Iteration 21Q: 3 clusters Score -204490.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -204496.328125 Penalty: 2522.290283
	Iteration 22Q: 3 clusters Score -204496.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -204502.906250 Penalty: 2522.290283
	Iteration 23Q: 3 clusters Score -204502.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -204510.312500 Penalty: 2522.290283
	Iteration 24Q: 3 clusters Score -204510.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -204516.562500 Penalty: 2522.290283
	Iteration 25Q: 3 clusters Score -204516.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -204524.625000 Penalty: 2522.290283
	Iteration 26Q: 3 clusters Score -204524.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -204534.296875 Penalty: 2522.290283
	Iteration 27Q: 3 clusters Score -204534.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -204546.015625 Penalty: 2522.290283
	Iteration 28Q: 3 clusters Score -204546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -204555.953125 Penalty: 2522.290283
	Iteration 29Q: 3 clusters Score -204556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -204567.656250 Penalty: 2522.290283
	Iteration 30Q: 3 clusters Score -204567.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -204582.250000 Penalty: 2522.290283
	Iteration 31Q: 3 clusters Score -204582.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -204596.734375 Penalty: 2522.290283
	Iteration 32Q: 3 clusters Score -204596.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -204607.015625 Penalty: 2522.290283
	Iteration 33Q: 3 clusters Score -204607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -204615.578125 Penalty: 2522.290283
	Iteration 34Q: 3 clusters Score -204615.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -204626.921875 Penalty: 2522.290283
	Iteration 35Q: 3 clusters Score -204626.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -204636.828125 Penalty: 2522.290283
	Iteration 36Q: 3 clusters Score -204636.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -204646.531250 Penalty: 2522.290283
	Iteration 37Q: 3 clusters Score -204646.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -204652.390625 Penalty: 2522.290283
	Iteration 38Q: 3 clusters Score -204652.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -204656.765625 Penalty: 2522.290283
	Iteration 39Q: 3 clusters Score -204656.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -204663.187500 Penalty: 2522.290283
	Iteration 40F: 3 clusters Score -204663.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -204670.234375 Penalty: 2522.290283
	Iteration 41Q: 3 clusters Score -204670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -204672.812500 Penalty: 2522.290283
	Iteration 42Q: 3 clusters Score -204672.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -204679.281250 Penalty: 2522.290283
	Iteration 43Q: 3 clusters Score -204679.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -204687.281250 Penalty: 2522.290283
	Iteration 44Q: 3 clusters Score -204687.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -204700.109375 Penalty: 2522.290283
	Iteration 45Q: 3 clusters Score -204700.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -204714.625000 Penalty: 2522.290283
	Iteration 46Q: 3 clusters Score -204714.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -204722.406250 Penalty: 2522.290283
	Iteration 47Q: 3 clusters Score -204722.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -204729.093750 Penalty: 2522.290283
	Iteration 48Q: 3 clusters Score -204729.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -204738.890625 Penalty: 2522.290283
	Iteration 49Q: 3 clusters Score -204738.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -204743.046875 Penalty: 2522.290283
	Iteration 50Q: 3 clusters Score -204743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -204749.062500 Penalty: 2522.290283
	Iteration 51Q: 3 clusters Score -204749.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -204754.437500 Penalty: 2522.290283
	Iteration 52Q: 3 clusters Score -204754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -204758.078125 Penalty: 2522.290283
	Iteration 53Q: 3 clusters Score -204758.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -204760.781250 Penalty: 2522.290283
	Iteration 54Q: 3 clusters Score -204760.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -204762.921875 Penalty: 2522.290283
	Iteration 55Q: 3 clusters Score -204762.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204764.031250 Penalty: 2522.290283
	Iteration 56Q: 3 clusters Score -204764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -204764.031250 Penalty: 2522.290283
	Iteration 57F: 3 clusters Score -204764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -92139.578125 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -92139.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90623.296875 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -90623.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90909.335938 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -90909.34 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -91025.304688 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -91025.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -91121.835938 Penalty: 2284.741211
	Iteration 3F: 3 clusters Score -91121.84 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91254.296875 Penalty: 2284.741211
	Iteration 4F: 3 clusters Score -91254.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -91361.429688 Penalty: 2284.741211
	Iteration 5F: 3 clusters Score -91361.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -91419.992188 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -91419.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -91456.609375 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -91456.61 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -91480.429688 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -91480.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -91497.859375 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -91497.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -91507.882812 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -91507.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91514.921875 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -91514.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -91516.882812 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -91516.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -91518.218750 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -91518.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91519.304688 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -91519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91519.304688 Penalty: 2284.741211
	Iteration 15F: 3 clusters Score -91519.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 12063 members 
Mstep: Class 3 contains 3539 members 
Mstep: Class 4 contains 1126 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1613 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 42334 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 38269 members 
Mstep: Class 11 contains 12691 members 
Mstep: Class 12 contains 1673 members 
Mstep: Class 13 contains 1151 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5141 members 
Mstep: Class 17 contains 3125 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11372 members 
Mstep: Class 20 contains 44419 members 
Mstep: Class 21 contains 12276 members 
Mstep: Class 22 contains 110509 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 4172 members 
Mstep: Class 25 contains 3116 members 
Mstep: Class 26 contains 1188 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8384 members 
Mstep: Class 29 contains 22585 members 
Mstep: Class 30 contains 7359 members 
Mstep: Class 31 contains 1326 members 
Mstep: Class 32 contains 11405 members 
Mstep: Class 33 contains 1752 members 
Mstep: Class 34 contains 1442 members 
Mstep: Class 35 contains 2347 members 
Mstep: Class 36 contains 1130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40883352.000000 Penalty: 89363.875000
Iteration 119Q: 43 clusters Score -4.088335e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 35575 members 
Mstep: Class 2 contains 12190 members 
Mstep: Class 3 contains 3540 members 
Mstep: Class 4 contains 1118 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 1643 members 
Mstep: Class 7 contains 10239 members 
Mstep: Class 8 contains 42426 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 12682 members 
Mstep: Class 12 contains 1702 members 
Mstep: Class 13 contains 1174 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 3131 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 11252 members 
Mstep: Class 20 contains 44536 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 110521 members 
Mstep: Class 23 contains 12788 members 
Mstep: Class 24 contains 4501 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 1230 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8378 members 
Mstep: Class 29 contains 22614 members 
Mstep: Class 30 contains 7368 members 
Mstep: Class 31 contains 1313 members 
Mstep: Class 32 contains 11555 members 
Mstep: Class 33 contains 1751 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 2353 members 
Mstep: Class 36 contains 1135 members 
Mstep: Class 37 contains 12258 members 
Mstep: Class 38 contains 1983 members 
Mstep: Class 39 contains 7981 members 
Mstep: Class 40 contains 1773 members 
Mstep: Class 41 contains 1740 members 
Mstep: Class 42 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885652.000000 Penalty: 89363.875000
Iteration 120F: 43 clusters Score -4.088565e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 12171 members 
Mstep: Class 3 contains 3535 members 
Mstep: Class 4 contains 1099 members 
Mstep: Class 5 contains 4204 members 
Mstep: Class 6 contains 1589 members 
Mstep: Class 7 contains 10186 members 
Mstep: Class 8 contains 42382 members 
Mstep: Class 9 contains 18749 members 
Mstep: Class 10 contains 38267 members 
Mstep: Class 11 contains 12593 members 
Mstep: Class 12 contains 1642 members 
Mstep: Class 13 contains 1156 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5135 members 
Mstep: Class 17 contains 3128 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 11101 members 
Mstep: Class 20 contains 44523 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 110511 members 
Mstep: Class 23 contains 12804 members 
Mstep: Class 24 contains 4633 members 
Mstep: Class 25 contains 3114 members 
Mstep: Class 26 contains 1257 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8372 members 
Mstep: Class 29 contains 22524 members 
Mstep: Class 30 contains 7368 members 
Mstep: Class 31 contains 1305 members 
Mstep: Class 32 contains 11558 members 
Mstep: Class 33 contains 1734 members 
Mstep: Class 34 contains 1444 members 
Mstep: Class 35 contains 2359 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 12414 members 
Mstep: Class 38 contains 2196 members 
Mstep: Class 39 contains 8016 members 
Mstep: Class 40 contains 1783 members 
Mstep: Class 41 contains 1778 members 
Mstep: Class 42 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886812.000000 Penalty: 89363.875000
Iteration 121Q: 43 clusters Score -4.088681e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 12159 members 
Mstep: Class 3 contains 3528 members 
Mstep: Class 4 contains 1094 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 1559 members 
Mstep: Class 7 contains 10157 members 
Mstep: Class 8 contains 42327 members 
Mstep: Class 9 contains 18750 members 
Mstep: Class 10 contains 38268 members 
Mstep: Class 11 contains 12538 members 
Mstep: Class 12 contains 1600 members 
Mstep: Class 13 contains 1143 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 5106 members 
Mstep: Class 17 contains 3127 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 11008 members 
Mstep: Class 20 contains 44510 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 110503 members 
Mstep: Class 23 contains 12820 members 
Mstep: Class 24 contains 4742 members 
Mstep: Class 25 contains 3075 members 
Mstep: Class 26 contains 1274 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8363 members 
Mstep: Class 29 contains 22439 members 
Mstep: Class 30 contains 7372 members 
Mstep: Class 31 contains 1304 members 
Mstep: Class 32 contains 11573 members 
Mstep: Class 33 contains 1725 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 2363 members 
Mstep: Class 36 contains 1142 members 
Mstep: Class 37 contains 12472 members 
Mstep: Class 38 contains 2342 members 
Mstep: Class 39 contains 8035 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1787 members 
Mstep: Class 42 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887188.000000 Penalty: 89363.875000
Iteration 122Q: 43 clusters Score -4.088719e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 35962 members 
Mstep: Class 2 contains 12168 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 1081 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 10129 members 
Mstep: Class 8 contains 42302 members 
Mstep: Class 9 contains 18753 members 
Mstep: Class 10 contains 38263 members 
Mstep: Class 11 contains 12498 members 
Mstep: Class 12 contains 1569 members 
Mstep: Class 13 contains 1138 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 15 contains 2065 members 
Mstep: Class 16 contains 5098 members 
Mstep: Class 17 contains 3135 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10911 members 
Mstep: Class 20 contains 44499 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 110496 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 4823 members 
Mstep: Class 25 contains 3049 members 
Mstep: Class 26 contains 1291 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8355 members 
Mstep: Class 29 contains 22396 members 
Mstep: Class 30 contains 7368 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 11582 members 
Mstep: Class 33 contains 1716 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 2370 members 
Mstep: Class 36 contains 1148 members 
Mstep: Class 37 contains 12484 members 
Mstep: Class 38 contains 2452 members 
Mstep: Class 39 contains 8043 members 
Mstep: Class 40 contains 1786 members 
Mstep: Class 41 contains 1793 members 
Mstep: Class 42 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887528.000000 Penalty: 89363.875000
Iteration 123Q: 43 clusters Score -4.088753e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 12185 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1070 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 10095 members 
Mstep: Class 8 contains 42286 members 
Mstep: Class 9 contains 18750 members 
Mstep: Class 10 contains 38258 members 
Mstep: Class 11 contains 12458 members 
Mstep: Class 12 contains 1544 members 
Mstep: Class 13 contains 1133 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 2063 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 10816 members 
Mstep: Class 20 contains 44489 members 
Mstep: Class 21 contains 12277 members 
Mstep: Class 22 contains 110496 members 
Mstep: Class 23 contains 12818 members 
Mstep: Class 24 contains 4915 members 
Mstep: Class 25 contains 3031 members 
Mstep: Class 26 contains 1312 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8347 members 
Mstep: Class 29 contains 22365 members 
Mstep: Class 30 contains 7366 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11573 members 
Mstep: Class 33 contains 1704 members 
Mstep: Class 34 contains 1448 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 1153 members 
Mstep: Class 37 contains 12510 members 
Mstep: Class 38 contains 2563 members 
Mstep: Class 39 contains 8033 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 1796 members 
Mstep: Class 42 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887668.000000 Penalty: 89363.875000
Iteration 124Q: 43 clusters Score -4.088767e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 12205 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1063 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 10062 members 
Mstep: Class 8 contains 42279 members 
Mstep: Class 9 contains 18756 members 
Mstep: Class 10 contains 38260 members 
Mstep: Class 11 contains 12436 members 
Mstep: Class 12 contains 1521 members 
Mstep: Class 13 contains 1130 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 5103 members 
Mstep: Class 17 contains 3142 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 10721 members 
Mstep: Class 20 contains 44473 members 
Mstep: Class 21 contains 12274 members 
Mstep: Class 22 contains 110490 members 
Mstep: Class 23 contains 12805 members 
Mstep: Class 24 contains 5018 members 
Mstep: Class 25 contains 3015 members 
Mstep: Class 26 contains 1326 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 22336 members 
Mstep: Class 30 contains 7373 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11574 members 
Mstep: Class 33 contains 1699 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 2375 members 
Mstep: Class 36 contains 1151 members 
Mstep: Class 37 contains 12502 members 
Mstep: Class 38 contains 2648 members 
Mstep: Class 39 contains 8042 members 
Mstep: Class 40 contains 1786 members 
Mstep: Class 41 contains 1792 members 
Mstep: Class 42 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887628.000000 Penalty: 89363.875000
Iteration 125Q: 43 clusters Score -4.088763e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36106 members 
Mstep: Class 2 contains 12242 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1053 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 10038 members 
Mstep: Class 8 contains 42263 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38261 members 
Mstep: Class 11 contains 12412 members 
Mstep: Class 12 contains 1504 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 15 contains 2060 members 
Mstep: Class 16 contains 5100 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 10631 members 
Mstep: Class 20 contains 44472 members 
Mstep: Class 21 contains 12272 members 
Mstep: Class 22 contains 110486 members 
Mstep: Class 23 contains 12800 members 
Mstep: Class 24 contains 5104 members 
Mstep: Class 25 contains 3006 members 
Mstep: Class 26 contains 1338 members 
Mstep: Class 27 contains 345 members 
Mstep: Class 28 contains 8347 members 
Mstep: Class 29 contains 22316 members 
Mstep: Class 30 contains 7376 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11574 members 
Mstep: Class 33 contains 1691 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 2374 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 12502 members 
Mstep: Class 38 contains 2720 members 
Mstep: Class 39 contains 8039 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 1791 members 
Mstep: Class 42 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887656.000000 Penalty: 89363.875000
Iteration 126Q: 43 clusters Score -4.088766e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 12280 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 1511 members 
Mstep: Class 7 contains 10006 members 
Mstep: Class 8 contains 42253 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 38259 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 1478 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 5095 members 
Mstep: Class 17 contains 3151 members 
Mstep: Class 18 contains 3313 members 
Mstep: Class 19 contains 10550 members 
Mstep: Class 20 contains 44477 members 
Mstep: Class 21 contains 12271 members 
Mstep: Class 22 contains 110478 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 5189 members 
Mstep: Class 25 contains 3002 members 
Mstep: Class 26 contains 1352 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8347 members 
Mstep: Class 29 contains 22310 members 
Mstep: Class 30 contains 7383 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11562 members 
Mstep: Class 33 contains 1682 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 2378 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 12488 members 
Mstep: Class 38 contains 2765 members 
Mstep: Class 39 contains 8058 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 1792 members 
Mstep: Class 42 contains 1112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887808.000000 Penalty: 89363.875000
Iteration 127Q: 43 clusters Score -4.088781e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 12301 members 
Mstep: Class 3 contains 3514 members 
Mstep: Class 4 contains 1043 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 1503 members 
Mstep: Class 7 contains 9979 members 
Mstep: Class 8 contains 42242 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38259 members 
Mstep: Class 11 contains 12382 members 
Mstep: Class 12 contains 1462 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3231 members 
Mstep: Class 15 contains 2056 members 
Mstep: Class 16 contains 5090 members 
Mstep: Class 17 contains 3154 members 
Mstep: Class 18 contains 3311 members 
Mstep: Class 19 contains 10494 members 
Mstep: Class 20 contains 44487 members 
Mstep: Class 21 contains 12266 members 
Mstep: Class 22 contains 110472 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 5261 members 
Mstep: Class 25 contains 3002 members 
Mstep: Class 26 contains 1366 members 
Mstep: Class 27 contains 344 members 
Mstep: Class 28 contains 8345 members 
Mstep: Class 29 contains 22306 members 
Mstep: Class 30 contains 7388 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11537 members 
Mstep: Class 33 contains 1677 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 2384 members 
Mstep: Class 36 contains 1153 members 
Mstep: Class 37 contains 12470 members 
Mstep: Class 38 contains 2824 members 
Mstep: Class 39 contains 8067 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1795 members 
Mstep: Class 42 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887872.000000 Penalty: 89363.875000
Iteration 128Q: 43 clusters Score -4.088787e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 12309 members 
Mstep: Class 3 contains 3516 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9948 members 
Mstep: Class 8 contains 42232 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38256 members 
Mstep: Class 11 contains 12365 members 
Mstep: Class 12 contains 1450 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2052 members 
Mstep: Class 16 contains 5088 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 10424 members 
Mstep: Class 20 contains 44504 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 110471 members 
Mstep: Class 23 contains 12787 members 
Mstep: Class 24 contains 5327 members 
Mstep: Class 25 contains 3002 members 
Mstep: Class 26 contains 1379 members 
Mstep: Class 27 contains 343 members 
Mstep: Class 28 contains 8351 members 
Mstep: Class 29 contains 22301 members 
Mstep: Class 30 contains 7394 members 
Mstep: Class 31 contains 1293 members 
Mstep: Class 32 contains 11536 members 
Mstep: Class 33 contains 1668 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 2385 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 12453 members 
Mstep: Class 38 contains 2880 members 
Mstep: Class 39 contains 8073 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1796 members 
Mstep: Class 42 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887888.000000 Penalty: 89363.875000
Iteration 129Q: 43 clusters Score -4.088789e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36167 members 
Mstep: Class 2 contains 12307 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9918 members 
Mstep: Class 8 contains 42221 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38256 members 
Mstep: Class 11 contains 12351 members 
Mstep: Class 12 contains 1434 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 5089 members 
Mstep: Class 17 contains 3157 members 
Mstep: Class 18 contains 3307 members 
Mstep: Class 19 contains 10364 members 
Mstep: Class 20 contains 44519 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 110465 members 
Mstep: Class 23 contains 12784 members 
Mstep: Class 24 contains 5388 members 
Mstep: Class 25 contains 3000 members 
Mstep: Class 26 contains 1395 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 22303 members 
Mstep: Class 30 contains 7398 members 
Mstep: Class 31 contains 1293 members 
Mstep: Class 32 contains 11551 members 
Mstep: Class 33 contains 1653 members 
Mstep: Class 34 contains 1453 members 
Mstep: Class 35 contains 2386 members 
Mstep: Class 36 contains 1152 members 
Mstep: Class 37 contains 12438 members 
Mstep: Class 38 contains 2921 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 1796 members 
Mstep: Class 42 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888016.000000 Penalty: 89363.875000
Iteration 130Q: 43 clusters Score -4.088802e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 12308 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 42221 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38253 members 
Mstep: Class 11 contains 12334 members 
Mstep: Class 12 contains 1416 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3227 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 5092 members 
Mstep: Class 17 contains 3160 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10296 members 
Mstep: Class 20 contains 44523 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 110459 members 
Mstep: Class 23 contains 12787 members 
Mstep: Class 24 contains 5454 members 
Mstep: Class 25 contains 2999 members 
Mstep: Class 26 contains 1415 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 22293 members 
Mstep: Class 30 contains 7403 members 
Mstep: Class 31 contains 1293 members 
Mstep: Class 32 contains 11565 members 
Mstep: Class 33 contains 1633 members 
Mstep: Class 34 contains 1452 members 
Mstep: Class 35 contains 2386 members 
Mstep: Class 36 contains 1153 members 
Mstep: Class 37 contains 12417 members 
Mstep: Class 38 contains 2965 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1785 members 
Mstep: Class 41 contains 1798 members 
Mstep: Class 42 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888156.000000 Penalty: 89363.875000
Iteration 131Q: 43 clusters Score -4.088816e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 12312 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1503 members 
Mstep: Class 7 contains 9871 members 
Mstep: Class 8 contains 42222 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38254 members 
Mstep: Class 11 contains 12320 members 
Mstep: Class 12 contains 1402 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3229 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 5105 members 
Mstep: Class 17 contains 3162 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10225 members 
Mstep: Class 20 contains 44541 members 
Mstep: Class 21 contains 12262 members 
Mstep: Class 22 contains 110448 members 
Mstep: Class 23 contains 12784 members 
Mstep: Class 24 contains 5513 members 
Mstep: Class 25 contains 2997 members 
Mstep: Class 26 contains 1453 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8351 members 
Mstep: Class 29 contains 22286 members 
Mstep: Class 30 contains 7408 members 
Mstep: Class 31 contains 1293 members 
Mstep: Class 32 contains 11572 members 
Mstep: Class 33 contains 1596 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 2386 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 12399 members 
Mstep: Class 38 contains 2998 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1797 members 
Mstep: Class 42 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888324.000000 Penalty: 89363.875000
Iteration 132Q: 43 clusters Score -4.088832e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36202 members 
Mstep: Class 2 contains 12321 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1049 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 42232 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38251 members 
Mstep: Class 11 contains 12303 members 
Mstep: Class 12 contains 1388 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3226 members 
Mstep: Class 15 contains 2050 members 
Mstep: Class 16 contains 5111 members 
Mstep: Class 17 contains 3167 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 10177 members 
Mstep: Class 20 contains 44541 members 
Mstep: Class 21 contains 12263 members 
Mstep: Class 22 contains 110439 members 
Mstep: Class 23 contains 12782 members 
Mstep: Class 24 contains 5572 members 
Mstep: Class 25 contains 2996 members 
Mstep: Class 26 contains 1512 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 22276 members 
Mstep: Class 30 contains 7409 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11583 members 
Mstep: Class 33 contains 1534 members 
Mstep: Class 34 contains 1450 members 
Mstep: Class 35 contains 2387 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 12388 members 
Mstep: Class 38 contains 3027 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 1805 members 
Mstep: Class 42 contains 1105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888596.000000 Penalty: 89363.875000
Iteration 133Q: 43 clusters Score -4.08886e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36211 members 
Mstep: Class 2 contains 12326 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 9835 members 
Mstep: Class 8 contains 42231 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38245 members 
Mstep: Class 11 contains 12292 members 
Mstep: Class 12 contains 1379 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 15 contains 2048 members 
Mstep: Class 16 contains 5116 members 
Mstep: Class 17 contains 3173 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10127 members 
Mstep: Class 20 contains 44553 members 
Mstep: Class 21 contains 12263 members 
Mstep: Class 22 contains 110427 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 5623 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 1570 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 22263 members 
Mstep: Class 30 contains 7412 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11595 members 
Mstep: Class 33 contains 1480 members 
Mstep: Class 34 contains 1449 members 
Mstep: Class 35 contains 2387 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 12377 members 
Mstep: Class 38 contains 3053 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1791 members 
Mstep: Class 41 contains 1813 members 
Mstep: Class 42 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888872.000000 Penalty: 89363.875000
Iteration 134Q: 43 clusters Score -4.088887e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 12332 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 9821 members 
Mstep: Class 8 contains 42227 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38244 members 
Mstep: Class 11 contains 12282 members 
Mstep: Class 12 contains 1372 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3214 members 
Mstep: Class 15 contains 2049 members 
Mstep: Class 16 contains 5126 members 
Mstep: Class 17 contains 3176 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 10077 members 
Mstep: Class 20 contains 44560 members 
Mstep: Class 21 contains 12261 members 
Mstep: Class 22 contains 110417 members 
Mstep: Class 23 contains 12784 members 
Mstep: Class 24 contains 5663 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 1607 members 
Mstep: Class 27 contains 342 members 
Mstep: Class 28 contains 8346 members 
Mstep: Class 29 contains 22258 members 
Mstep: Class 30 contains 7412 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11609 members 
Mstep: Class 33 contains 1443 members 
Mstep: Class 34 contains 1451 members 
Mstep: Class 35 contains 2388 members 
Mstep: Class 36 contains 1155 members 
Mstep: Class 37 contains 12358 members 
Mstep: Class 38 contains 3079 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 1829 members 
Mstep: Class 42 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889296.000000 Penalty: 89363.875000
Iteration 135Q: 43 clusters Score -4.08893e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36225 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 9810 members 
Mstep: Class 8 contains 42228 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38242 members 
Mstep: Class 11 contains 12279 members 
Mstep: Class 12 contains 1370 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3204 members 
Mstep: Class 15 contains 2055 members 
Mstep: Class 16 contains 5127 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 10032 members 
Mstep: Class 20 contains 44578 members 
Mstep: Class 21 contains 12257 members 
Mstep: Class 22 contains 110408 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 5693 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8346 members 
Mstep: Class 29 contains 22257 members 
Mstep: Class 30 contains 7412 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1411 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 12346 members 
Mstep: Class 38 contains 3103 members 
Mstep: Class 39 contains 8083 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1857 members 
Mstep: Class 42 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889500.000000 Penalty: 89363.875000
Iteration 136Q: 43 clusters Score -4.08895e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 12338 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9801 members 
Mstep: Class 8 contains 42229 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 38240 members 
Mstep: Class 11 contains 12267 members 
Mstep: Class 12 contains 1364 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3195 members 
Mstep: Class 15 contains 2059 members 
Mstep: Class 16 contains 5129 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9991 members 
Mstep: Class 20 contains 44592 members 
Mstep: Class 21 contains 12255 members 
Mstep: Class 22 contains 110400 members 
Mstep: Class 23 contains 12782 members 
Mstep: Class 24 contains 5730 members 
Mstep: Class 25 contains 2995 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 22253 members 
Mstep: Class 30 contains 7411 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 1392 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2391 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 12336 members 
Mstep: Class 38 contains 3120 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1787 members 
Mstep: Class 41 contains 1882 members 
Mstep: Class 42 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889644.000000 Penalty: 89363.875000
Iteration 137Q: 43 clusters Score -4.088964e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 4183 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9803 members 
Mstep: Class 8 contains 42224 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38241 members 
Mstep: Class 11 contains 12254 members 
Mstep: Class 12 contains 1362 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 2062 members 
Mstep: Class 16 contains 5134 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 9950 members 
Mstep: Class 20 contains 44601 members 
Mstep: Class 21 contains 12255 members 
Mstep: Class 22 contains 110388 members 
Mstep: Class 23 contains 12782 members 
Mstep: Class 24 contains 5771 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 22247 members 
Mstep: Class 30 contains 7413 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11623 members 
Mstep: Class 33 contains 1383 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2392 members 
Mstep: Class 36 contains 1156 members 
Mstep: Class 37 contains 12325 members 
Mstep: Class 38 contains 3136 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1786 members 
Mstep: Class 41 contains 1898 members 
Mstep: Class 42 contains 1100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889748.000000 Penalty: 89363.875000
Iteration 138Q: 43 clusters Score -4.088975e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36249 members 
Mstep: Class 2 contains 12337 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 4181 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9806 members 
Mstep: Class 8 contains 42222 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 38242 members 
Mstep: Class 11 contains 12247 members 
Mstep: Class 12 contains 1357 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5142 members 
Mstep: Class 17 contains 3178 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9926 members 
Mstep: Class 20 contains 44604 members 
Mstep: Class 21 contains 12252 members 
Mstep: Class 22 contains 110377 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 5800 members 
Mstep: Class 25 contains 2994 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8348 members 
Mstep: Class 29 contains 22244 members 
Mstep: Class 30 contains 7413 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11624 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1157 members 
Mstep: Class 37 contains 12315 members 
Mstep: Class 38 contains 3144 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1786 members 
Mstep: Class 41 contains 1910 members 
Mstep: Class 42 contains 1099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889760.000000 Penalty: 89363.875000
Iteration 139Q: 43 clusters Score -4.088976e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 12335 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1051 members 
Mstep: Class 5 contains 4180 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 9803 members 
Mstep: Class 8 contains 42215 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38241 members 
Mstep: Class 11 contains 12246 members 
Mstep: Class 12 contains 1351 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5146 members 
Mstep: Class 17 contains 3175 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9897 members 
Mstep: Class 20 contains 44607 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 110373 members 
Mstep: Class 23 contains 12783 members 
Mstep: Class 24 contains 5829 members 
Mstep: Class 25 contains 2993 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22241 members 
Mstep: Class 30 contains 7415 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11624 members 
Mstep: Class 33 contains 1367 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1160 members 
Mstep: Class 37 contains 12316 members 
Mstep: Class 38 contains 3152 members 
Mstep: Class 39 contains 8090 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889828.000000 Penalty: 89363.875000
Iteration 140F: 43 clusters Score -4.088983e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 12330 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1050 members 
Mstep: Class 5 contains 4177 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 9796 members 
Mstep: Class 8 contains 42211 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38241 members 
Mstep: Class 11 contains 12243 members 
Mstep: Class 12 contains 1349 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 3174 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9874 members 
Mstep: Class 20 contains 44618 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 110370 members 
Mstep: Class 23 contains 12784 members 
Mstep: Class 24 contains 5856 members 
Mstep: Class 25 contains 2992 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8349 members 
Mstep: Class 29 contains 22243 members 
Mstep: Class 30 contains 7417 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11626 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1160 members 
Mstep: Class 37 contains 12312 members 
Mstep: Class 38 contains 3170 members 
Mstep: Class 39 contains 8092 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889976.000000 Penalty: 89363.875000
Iteration 141Q: 43 clusters Score -4.088998e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36257 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 4175 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 9789 members 
Mstep: Class 8 contains 42209 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38239 members 
Mstep: Class 11 contains 12242 members 
Mstep: Class 12 contains 1348 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 3177 members 
Mstep: Class 18 contains 3305 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 44628 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 110365 members 
Mstep: Class 23 contains 12787 members 
Mstep: Class 24 contains 5874 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22241 members 
Mstep: Class 30 contains 7422 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11628 members 
Mstep: Class 33 contains 1368 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 12305 members 
Mstep: Class 38 contains 3183 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889948.000000 Penalty: 89363.875000
Iteration 142Q: 43 clusters Score -4.088995e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 12326 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 4172 members 
Mstep: Class 6 contains 1495 members 
Mstep: Class 7 contains 9779 members 
Mstep: Class 8 contains 42210 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 38241 members 
Mstep: Class 11 contains 12239 members 
Mstep: Class 12 contains 1347 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5143 members 
Mstep: Class 17 contains 3179 members 
Mstep: Class 18 contains 3306 members 
Mstep: Class 19 contains 9841 members 
Mstep: Class 20 contains 44633 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 110360 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 5891 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22235 members 
Mstep: Class 30 contains 7424 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11630 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 12299 members 
Mstep: Class 38 contains 3191 members 
Mstep: Class 39 contains 8091 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889932.000000 Penalty: 89363.875000
Iteration 143Q: 43 clusters Score -4.088993e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 12329 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 1048 members 
Mstep: Class 5 contains 4171 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 9771 members 
Mstep: Class 8 contains 42212 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38240 members 
Mstep: Class 11 contains 12236 members 
Mstep: Class 12 contains 1342 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5147 members 
Mstep: Class 17 contains 3182 members 
Mstep: Class 18 contains 3308 members 
Mstep: Class 19 contains 9827 members 
Mstep: Class 20 contains 44636 members 
Mstep: Class 21 contains 12248 members 
Mstep: Class 22 contains 110350 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 5907 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22231 members 
Mstep: Class 30 contains 7424 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11630 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1163 members 
Mstep: Class 37 contains 12293 members 
Mstep: Class 38 contains 3200 members 
Mstep: Class 39 contains 8094 members 
Mstep: Class 40 contains 1788 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889916.000000 Penalty: 89363.875000
Iteration 144Q: 43 clusters Score -4.088992e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 3524 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 4169 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 9762 members 
Mstep: Class 8 contains 42215 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38240 members 
Mstep: Class 11 contains 12232 members 
Mstep: Class 12 contains 1337 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5150 members 
Mstep: Class 17 contains 3183 members 
Mstep: Class 18 contains 3310 members 
Mstep: Class 19 contains 9810 members 
Mstep: Class 20 contains 44644 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 110345 members 
Mstep: Class 23 contains 12795 members 
Mstep: Class 24 contains 5922 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22229 members 
Mstep: Class 30 contains 7423 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11635 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1168 members 
Mstep: Class 37 contains 12283 members 
Mstep: Class 38 contains 3209 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890008.000000 Penalty: 89363.875000
Iteration 145Q: 43 clusters Score -4.089001e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 3523 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4167 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 9756 members 
Mstep: Class 8 contains 42216 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38238 members 
Mstep: Class 11 contains 12232 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1125 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5152 members 
Mstep: Class 17 contains 3184 members 
Mstep: Class 18 contains 3312 members 
Mstep: Class 19 contains 9795 members 
Mstep: Class 20 contains 44650 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 110340 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 5932 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8350 members 
Mstep: Class 29 contains 22228 members 
Mstep: Class 30 contains 7423 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11639 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1175 members 
Mstep: Class 37 contains 12274 members 
Mstep: Class 38 contains 3220 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1789 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890028.000000 Penalty: 89363.875000
Iteration 146Q: 43 clusters Score -4.089003e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 12327 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1045 members 
Mstep: Class 5 contains 4165 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 9746 members 
Mstep: Class 8 contains 42214 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38237 members 
Mstep: Class 11 contains 12235 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5155 members 
Mstep: Class 17 contains 3186 members 
Mstep: Class 18 contains 3314 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 44656 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 110336 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 5941 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8351 members 
Mstep: Class 29 contains 22227 members 
Mstep: Class 30 contains 7424 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11640 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1178 members 
Mstep: Class 37 contains 12269 members 
Mstep: Class 38 contains 3224 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 1790 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890040.000000 Penalty: 89363.875000
Iteration 147Q: 43 clusters Score -4.089004e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 12325 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4162 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9735 members 
Mstep: Class 8 contains 42215 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38234 members 
Mstep: Class 11 contains 12233 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5158 members 
Mstep: Class 17 contains 3190 members 
Mstep: Class 18 contains 3315 members 
Mstep: Class 19 contains 9774 members 
Mstep: Class 20 contains 44657 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 110334 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 5949 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8351 members 
Mstep: Class 29 contains 22226 members 
Mstep: Class 30 contains 7427 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11637 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1181 members 
Mstep: Class 37 contains 12270 members 
Mstep: Class 38 contains 3236 members 
Mstep: Class 39 contains 8097 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890096.000000 Penalty: 89363.875000
Iteration 148Q: 43 clusters Score -4.08901e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36272 members 
Mstep: Class 2 contains 12328 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9723 members 
Mstep: Class 8 contains 42216 members 
Mstep: Class 9 contains 18772 members 
Mstep: Class 10 contains 38233 members 
Mstep: Class 11 contains 12232 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5162 members 
Mstep: Class 17 contains 3194 members 
Mstep: Class 18 contains 3316 members 
Mstep: Class 19 contains 9764 members 
Mstep: Class 20 contains 44658 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 110327 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 5959 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 22228 members 
Mstep: Class 30 contains 7429 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11634 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1184 members 
Mstep: Class 37 contains 12269 members 
Mstep: Class 38 contains 3245 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890028.000000 Penalty: 89363.875000
Iteration 149Q: 43 clusters Score -4.089003e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 12331 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4153 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9713 members 
Mstep: Class 8 contains 42215 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38234 members 
Mstep: Class 11 contains 12229 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1124 members 
Mstep: Class 14 contains 3181 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5163 members 
Mstep: Class 17 contains 3200 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 9759 members 
Mstep: Class 20 contains 44665 members 
Mstep: Class 21 contains 12247 members 
Mstep: Class 22 contains 110315 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8352 members 
Mstep: Class 29 contains 22228 members 
Mstep: Class 30 contains 7430 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11630 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1186 members 
Mstep: Class 37 contains 12270 members 
Mstep: Class 38 contains 3254 members 
Mstep: Class 39 contains 8095 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890016.000000 Penalty: 89363.875000
Iteration 150Q: 43 clusters Score -4.089002e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1046 members 
Mstep: Class 5 contains 4146 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9697 members 
Mstep: Class 8 contains 42211 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38230 members 
Mstep: Class 11 contains 12228 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1123 members 
Mstep: Class 14 contains 3180 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5165 members 
Mstep: Class 17 contains 3212 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 9750 members 
Mstep: Class 20 contains 44669 members 
Mstep: Class 21 contains 12246 members 
Mstep: Class 22 contains 110310 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 5978 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8353 members 
Mstep: Class 29 contains 22228 members 
Mstep: Class 30 contains 7433 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11624 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1187 members 
Mstep: Class 37 contains 12271 members 
Mstep: Class 38 contains 3266 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890128.000000 Penalty: 89363.875000
Iteration 151Q: 43 clusters Score -4.089013e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 12333 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 4141 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9666 members 
Mstep: Class 8 contains 42209 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 38228 members 
Mstep: Class 11 contains 12228 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5169 members 
Mstep: Class 17 contains 3226 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9736 members 
Mstep: Class 20 contains 44677 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 110308 members 
Mstep: Class 23 contains 12796 members 
Mstep: Class 24 contains 5989 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8356 members 
Mstep: Class 29 contains 22228 members 
Mstep: Class 30 contains 7435 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11620 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1191 members 
Mstep: Class 37 contains 12270 members 
Mstep: Class 38 contains 3277 members 
Mstep: Class 39 contains 8094 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890048.000000 Penalty: 89363.875000
Iteration 152Q: 43 clusters Score -4.089005e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 12334 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1047 members 
Mstep: Class 5 contains 4137 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 9655 members 
Mstep: Class 8 contains 42210 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 38229 members 
Mstep: Class 11 contains 12229 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 3232 members 
Mstep: Class 18 contains 3319 members 
Mstep: Class 19 contains 9721 members 
Mstep: Class 20 contains 44681 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110296 members 
Mstep: Class 23 contains 12795 members 
Mstep: Class 24 contains 6006 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8355 members 
Mstep: Class 29 contains 22225 members 
Mstep: Class 30 contains 7435 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11621 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1197 members 
Mstep: Class 37 contains 12268 members 
Mstep: Class 38 contains 3288 members 
Mstep: Class 39 contains 8095 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890092.000000 Penalty: 89363.875000
Iteration 153Q: 43 clusters Score -4.089009e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12335 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 9650 members 
Mstep: Class 8 contains 42208 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38230 members 
Mstep: Class 11 contains 12228 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5173 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9709 members 
Mstep: Class 20 contains 44682 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110284 members 
Mstep: Class 23 contains 12795 members 
Mstep: Class 24 contains 6026 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8357 members 
Mstep: Class 29 contains 22220 members 
Mstep: Class 30 contains 7431 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 1369 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1212 members 
Mstep: Class 37 contains 12260 members 
Mstep: Class 38 contains 3291 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890136.000000 Penalty: 89363.875000
Iteration 154Q: 43 clusters Score -4.089014e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 12340 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 1044 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 9625 members 
Mstep: Class 8 contains 42204 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38227 members 
Mstep: Class 11 contains 12229 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5172 members 
Mstep: Class 17 contains 3246 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 9699 members 
Mstep: Class 20 contains 44683 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110283 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 6042 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7431 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11618 members 
Mstep: Class 33 contains 1370 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1221 members 
Mstep: Class 37 contains 12253 members 
Mstep: Class 38 contains 3309 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1791 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890112.000000 Penalty: 89363.875000
Iteration 155Q: 43 clusters Score -4.089011e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 12345 members 
Mstep: Class 3 contains 3518 members 
Mstep: Class 4 contains 1042 members 
Mstep: Class 5 contains 4133 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 9616 members 
Mstep: Class 8 contains 42199 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 38226 members 
Mstep: Class 11 contains 12228 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3182 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 3255 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 9687 members 
Mstep: Class 20 contains 44685 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110271 members 
Mstep: Class 23 contains 12793 members 
Mstep: Class 24 contains 6058 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7433 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1228 members 
Mstep: Class 37 contains 12245 members 
Mstep: Class 38 contains 3328 members 
Mstep: Class 39 contains 8099 members 
Mstep: Class 40 contains 1792 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890068.000000 Penalty: 89363.875000
Iteration 156Q: 43 clusters Score -4.089007e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 12345 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1039 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9597 members 
Mstep: Class 8 contains 42194 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 38223 members 
Mstep: Class 11 contains 12226 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 3183 members 
Mstep: Class 15 contains 2074 members 
Mstep: Class 16 contains 5171 members 
Mstep: Class 17 contains 3265 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9673 members 
Mstep: Class 20 contains 44691 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110270 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 6071 members 
Mstep: Class 25 contains 2985 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 22219 members 
Mstep: Class 30 contains 7433 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1237 members 
Mstep: Class 37 contains 12247 members 
Mstep: Class 38 contains 3333 members 
Mstep: Class 39 contains 8098 members 
Mstep: Class 40 contains 1793 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889996.000000 Penalty: 89363.875000
Iteration 157Q: 43 clusters Score -4.089e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1036 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1503 members 
Mstep: Class 7 contains 9579 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38220 members 
Mstep: Class 11 contains 12223 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2073 members 
Mstep: Class 16 contains 5174 members 
Mstep: Class 17 contains 3274 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 20 contains 44692 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110274 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 6083 members 
Mstep: Class 25 contains 2984 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7430 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11613 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1243 members 
Mstep: Class 37 contains 12246 members 
Mstep: Class 38 contains 3340 members 
Mstep: Class 39 contains 8096 members 
Mstep: Class 40 contains 1796 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889988.000000 Penalty: 89363.875000
Iteration 158Q: 43 clusters Score -4.088999e+07 nChanged 103
Entering ConstructFrom: 
Score: -40889988.000000 Penalty: 89363.875000
Entering ConstructFrom: 
Trying to split cluster 1 (36269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Entering Unmasked Estep 
Score: -3216504.750000 Penalty: 1706.041748
	Iteration 0F: 2 clusters Score -3216505 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -3192160.750000 Penalty: 3412.083496
	Iteration 0F: 3 clusters Score -3192161 nChanged 16774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3201443.250000 Penalty: 3412.083496
	Iteration 1F: 3 clusters Score -3201443 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -3202065.500000 Penalty: 3412.083496
	Iteration 2Q: 3 clusters Score -3202066 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -3202729.500000 Penalty: 3412.083496
	Iteration 3Q: 3 clusters Score -3202730 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3203435.500000 Penalty: 3412.083496
	Iteration 4Q: 3 clusters Score -3203436 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3204293.000000 Penalty: 3412.083496
	Iteration 5Q: 3 clusters Score -3204293 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -3205305.750000 Penalty: 3412.083496
	Iteration 6F: 3 clusters Score -3205306 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3206476.750000 Penalty: 3412.083496
	Iteration 7F: 3 clusters Score -3206477 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -3207706.750000 Penalty: 3412.083496
	Iteration 8F: 3 clusters Score -3207707 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -3208781.750000 Penalty: 3412.083496
	Iteration 9Q: 3 clusters Score -3208782 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -3209435.250000 Penalty: 3412.083496
	Iteration 10Q: 3 clusters Score -3209435 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -3209784.750000 Penalty: 3412.083496
	Iteration 11Q: 3 clusters Score -3209785 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3209970.750000 Penalty: 3412.083496
	Iteration 12Q: 3 clusters Score -3209971 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -3210083.250000 Penalty: 3412.083496
	Iteration 13Q: 3 clusters Score -3210083 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3210181.000000 Penalty: 3412.083496
	Iteration 14Q: 3 clusters Score -3210181 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3210293.750000 Penalty: 3412.083496
	Iteration 15Q: 3 clusters Score -3210294 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 26131 members 
Entering Unmasked Estep 
Score: -3210409.000000 Penalty: 3412.083496
	Iteration 16Q: 3 clusters Score -3210409 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3210520.000000 Penalty: 3412.083496
	Iteration 17Q: 3 clusters Score -3210520 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3210656.250000 Penalty: 3412.083496
	Iteration 18Q: 3 clusters Score -3210656 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -3210794.250000 Penalty: 3412.083496
	Iteration 19Q: 3 clusters Score -3210794 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -3210939.750000 Penalty: 3412.083496
	Iteration 20F: 3 clusters Score -3210940 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 28323 members 
Entering Unmasked Estep 
Score: -3211108.750000 Penalty: 3412.083496
	Iteration 21Q: 3 clusters Score -3211109 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -3211270.750000 Penalty: 3412.083496
	Iteration 22Q: 3 clusters Score -3211271 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -3211446.500000 Penalty: 3412.083496
	Iteration 23Q: 3 clusters Score -3211446 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -3211598.250000 Penalty: 3412.083496
	Iteration 24Q: 3 clusters Score -3211598 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -3211775.500000 Penalty: 3412.083496
	Iteration 25Q: 3 clusters Score -3211776 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -3211994.000000 Penalty: 3412.083496
	Iteration 26Q: 3 clusters Score -3211994 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3212213.750000 Penalty: 3412.083496
	Iteration 27Q: 3 clusters Score -3212214 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3212436.000000 Penalty: 3412.083496
	Iteration 28Q: 3 clusters Score -3212436 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -3212677.000000 Penalty: 3412.083496
	Iteration 29Q: 3 clusters Score -3212677 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -3212919.000000 Penalty: 3412.083496
	Iteration 30Q: 3 clusters Score -3212919 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -3213169.000000 Penalty: 3412.083496
	Iteration 31Q: 3 clusters Score -3213169 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -3213405.250000 Penalty: 3412.083496
	Iteration 32Q: 3 clusters Score -3213405 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -3213626.750000 Penalty: 3412.083496
	Iteration 33Q: 3 clusters Score -3213627 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -3213807.500000 Penalty: 3412.083496
	Iteration 34Q: 3 clusters Score -3213808 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -3214029.000000 Penalty: 3412.083496
	Iteration 35Q: 3 clusters Score -3214029 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -3214239.750000 Penalty: 3412.083496
	Iteration 36Q: 3 clusters Score -3214240 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -3214437.250000 Penalty: 3412.083496
	Iteration 37Q: 3 clusters Score -3214437 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3214574.500000 Penalty: 3412.083496
	Iteration 38Q: 3 clusters Score -3214574 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -3214688.000000 Penalty: 3412.083496
	Iteration 39Q: 3 clusters Score -3214688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -3214768.000000 Penalty: 3412.083496
	Iteration 40F: 3 clusters Score -3214768 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3214821.500000 Penalty: 3412.083496
	Iteration 41Q: 3 clusters Score -3214822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -3214860.750000 Penalty: 3412.083496
	Iteration 42Q: 3 clusters Score -3214861 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -3214889.750000 Penalty: 3412.083496
	Iteration 43Q: 3 clusters Score -3214890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -3214912.250000 Penalty: 3412.083496
	Iteration 44Q: 3 clusters Score -3214912 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3214924.250000 Penalty: 3412.083496
	Iteration 45Q: 3 clusters Score -3214924 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -3214943.750000 Penalty: 3412.083496
	Iteration 46Q: 3 clusters Score -3214944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -3214959.250000 Penalty: 3412.083496
	Iteration 47Q: 3 clusters Score -3214959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3214966.500000 Penalty: 3412.083496
	Iteration 48Q: 3 clusters Score -3214966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3214972.500000 Penalty: 3412.083496
	Iteration 49Q: 3 clusters Score -3214972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -3214983.750000 Penalty: 3412.083496
	Iteration 50Q: 3 clusters Score -3214984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35883 members 
Entering Unmasked Estep 
Score: -3214986.250000 Penalty: 3412.083496
	Iteration 51Q: 3 clusters Score -3214986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -3214991.250000 Penalty: 3412.083496
	Iteration 52Q: 3 clusters Score -3214991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3214996.500000 Penalty: 3412.083496
	Iteration 53Q: 3 clusters Score -3214996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3214998.000000 Penalty: 3412.083496
	Iteration 54Q: 3 clusters Score -3214998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -3215002.500000 Penalty: 3412.083496
	Iteration 55Q: 3 clusters Score -3215002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -3215002.000000 Penalty: 3412.083496
	Iteration 56Q: 3 clusters Score -3215002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3215003.250000 Penalty: 3412.083496
	Iteration 57Q: 3 clusters Score -3215003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3215003.750000 Penalty: 3412.083496
	Iteration 58Q: 3 clusters Score -3215004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3215005.500000 Penalty: 3412.083496
	Iteration 59Q: 3 clusters Score -3215006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35912 members 
Entering Unmasked Estep 
Score: -3215007.000000 Penalty: 3412.083496
	Iteration 60F: 3 clusters Score -3215007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3215012.000000 Penalty: 3412.083496
	Iteration 61Q: 3 clusters Score -3215012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3215014.250000 Penalty: 3412.083496
	Iteration 62Q: 3 clusters Score -3215014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3215013.250000 Penalty: 3412.083496
	Iteration 63Q: 3 clusters Score -3215013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35917 members 
Entering Unmasked Estep 
Score: -3215013.250000 Penalty: 3412.083496
	Iteration 64F: 3 clusters Score -3215013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Entering Unmasked Estep 
Score: -1094474.500000 Penalty: 1530.900391
	Iteration 0F: 2 clusters Score -1094474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -1085814.375000 Penalty: 3061.800781
	Iteration 0F: 3 clusters Score -1085814 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1088702.125000 Penalty: 3061.800781
	Iteration 1F: 3 clusters Score -1088702 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1089015.625000 Penalty: 3061.800781
	Iteration 2F: 3 clusters Score -1089016 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1089301.375000 Penalty: 3061.800781
	Iteration 3F: 3 clusters Score -1089301 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1089602.000000 Penalty: 3061.800781
	Iteration 4F: 3 clusters Score -1089602 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1089968.375000 Penalty: 3061.800781
	Iteration 5F: 3 clusters Score -1089968 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -1090413.500000 Penalty: 3061.800781
	Iteration 6F: 3 clusters Score -1090414 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1090932.125000 Penalty: 3061.800781
	Iteration 7F: 3 clusters Score -1090932 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1091449.375000 Penalty: 3061.800781
	Iteration 8F: 3 clusters Score -1091449 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1091946.000000 Penalty: 3061.800781
	Iteration 9F: 3 clusters Score -1091946 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1092342.375000 Penalty: 3061.800781
	Iteration 10Q: 3 clusters Score -1092342 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -1092584.375000 Penalty: 3061.800781
	Iteration 11Q: 3 clusters Score -1092584 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -1092744.625000 Penalty: 3061.800781
	Iteration 12Q: 3 clusters Score -1092745 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1092854.875000 Penalty: 3061.800781
	Iteration 13Q: 3 clusters Score -1092855 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1092951.125000 Penalty: 3061.800781
	Iteration 14Q: 3 clusters Score -1092951 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1093008.375000 Penalty: 3061.800781
	Iteration 15Q: 3 clusters Score -1093008 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1093039.125000 Penalty: 3061.800781
	Iteration 16Q: 3 clusters Score -1093039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1093054.875000 Penalty: 3061.800781
	Iteration 17Q: 3 clusters Score -1093055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1093068.500000 Penalty: 3061.800781
	Iteration 18Q: 3 clusters Score -1093068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -1093076.875000 Penalty: 3061.800781
	Iteration 19Q: 3 clusters Score -1093077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -1093087.625000 Penalty: 3061.800781
	Iteration 20F: 3 clusters Score -1093088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1093096.875000 Penalty: 3061.800781
	Iteration 21Q: 3 clusters Score -1093097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 12025 members 
Entering Unmasked Estep 
Score: -1093098.750000 Penalty: 3061.800781
	Iteration 22Q: 3 clusters Score -1093099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -1093103.625000 Penalty: 3061.800781
	Iteration 23Q: 3 clusters Score -1093104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1093108.875000 Penalty: 3061.800781
	Iteration 24Q: 3 clusters Score -1093109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1093114.625000 Penalty: 3061.800781
	Iteration 25Q: 3 clusters Score -1093115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1093124.125000 Penalty: 3061.800781
	Iteration 26Q: 3 clusters Score -1093124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1093128.250000 Penalty: 3061.800781
	Iteration 27Q: 3 clusters Score -1093128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -1093130.250000 Penalty: 3061.800781
	Iteration 28Q: 3 clusters Score -1093130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1093131.375000 Penalty: 3061.800781
	Iteration 29Q: 3 clusters Score -1093131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1093133.750000 Penalty: 3061.800781
	Iteration 30Q: 3 clusters Score -1093134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1093136.125000 Penalty: 3061.800781
	Iteration 31Q: 3 clusters Score -1093136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1093136.500000 Penalty: 3061.800781
	Iteration 32Q: 3 clusters Score -1093136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -1093139.500000 Penalty: 3061.800781
	Iteration 33Q: 3 clusters Score -1093140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1093140.750000 Penalty: 3061.800781
	Iteration 34Q: 3 clusters Score -1093141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1093139.750000 Penalty: 3061.800781
	Iteration 35Q: 3 clusters Score -1093140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -1093141.375000 Penalty: 3061.800781
	Iteration 36Q: 3 clusters Score -1093141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1093146.250000 Penalty: 3061.800781
	Iteration 37Q: 3 clusters Score -1093146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1093148.500000 Penalty: 3061.800781
	Iteration 38Q: 3 clusters Score -1093148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1093152.000000 Penalty: 3061.800781
	Iteration 39Q: 3 clusters Score -1093152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1093155.875000 Penalty: 3061.800781
	Iteration 40F: 3 clusters Score -1093156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1093159.375000 Penalty: 3061.800781
	Iteration 41Q: 3 clusters Score -1093159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1093159.625000 Penalty: 3061.800781
	Iteration 42Q: 3 clusters Score -1093160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1093159.625000 Penalty: 3061.800781
	Iteration 43F: 3 clusters Score -1093160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -301363.968750 Penalty: 1326.963867
	Iteration 0F: 2 clusters Score -301364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -298270.593750 Penalty: 2653.927734
	Iteration 0F: 3 clusters Score -298270.6 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -299046.906250 Penalty: 2653.927734
	Iteration 1F: 3 clusters Score -299046.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -299201.343750 Penalty: 2653.927734
	Iteration 2F: 3 clusters Score -299201.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -299327.343750 Penalty: 2653.927734
	Iteration 3F: 3 clusters Score -299327.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -299429.312500 Penalty: 2653.927734
	Iteration 4Q: 3 clusters Score -299429.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -299530.093750 Penalty: 2653.927734
	Iteration 5Q: 3 clusters Score -299530.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -299669.125000 Penalty: 2653.927734
	Iteration 6Q: 3 clusters Score -299669.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -299798.937500 Penalty: 2653.927734
	Iteration 7Q: 3 clusters Score -299798.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -299914.687500 Penalty: 2653.927734
	Iteration 8Q: 3 clusters Score -299914.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -300033.687500 Penalty: 2653.927734
	Iteration 9Q: 3 clusters Score -300033.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -300177.718750 Penalty: 2653.927734
	Iteration 10F: 3 clusters Score -300177.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -300307.687500 Penalty: 2653.927734
	Iteration 11Q: 3 clusters Score -300307.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -300416.093750 Penalty: 2653.927734
	Iteration 12Q: 3 clusters Score -300416.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -300490.031250 Penalty: 2653.927734
	Iteration 13Q: 3 clusters Score -300490 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -300546.812500 Penalty: 2653.927734
	Iteration 14Q: 3 clusters Score -300546.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -300586.781250 Penalty: 2653.927734
	Iteration 15Q: 3 clusters Score -300586.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -300623.156250 Penalty: 2653.927734
	Iteration 16Q: 3 clusters Score -300623.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -300656.250000 Penalty: 2653.927734
	Iteration 17Q: 3 clusters Score -300656.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -300675.781250 Penalty: 2653.927734
	Iteration 18Q: 3 clusters Score -300675.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -300691.781250 Penalty: 2653.927734
	Iteration 19Q: 3 clusters Score -300691.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -300703.937500 Penalty: 2653.927734
	Iteration 20F: 3 clusters Score -300703.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -300713.500000 Penalty: 2653.927734
	Iteration 21Q: 3 clusters Score -300713.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -300720.375000 Penalty: 2653.927734
	Iteration 22Q: 3 clusters Score -300720.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -300728.406250 Penalty: 2653.927734
	Iteration 23Q: 3 clusters Score -300728.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -300732.500000 Penalty: 2653.927734
	Iteration 24Q: 3 clusters Score -300732.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -300735.687500 Penalty: 2653.927734
	Iteration 25Q: 3 clusters Score -300735.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -300741.500000 Penalty: 2653.927734
	Iteration 26Q: 3 clusters Score -300741.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -300746.125000 Penalty: 2653.927734
	Iteration 27Q: 3 clusters Score -300746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -300751.187500 Penalty: 2653.927734
	Iteration 28Q: 3 clusters Score -300751.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -300756.500000 Penalty: 2653.927734
	Iteration 29Q: 3 clusters Score -300756.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -300760.687500 Penalty: 2653.927734
	Iteration 30Q: 3 clusters Score -300760.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -300762.687500 Penalty: 2653.927734
	Iteration 31Q: 3 clusters Score -300762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -300764.750000 Penalty: 2653.927734
	Iteration 32Q: 3 clusters Score -300764.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -300770.656250 Penalty: 2653.927734
	Iteration 33Q: 3 clusters Score -300770.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -300777.093750 Penalty: 2653.927734
	Iteration 34Q: 3 clusters Score -300777.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -300782.937500 Penalty: 2653.927734
	Iteration 35Q: 3 clusters Score -300782.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -300788.000000 Penalty: 2653.927734
	Iteration 36Q: 3 clusters Score -300788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -300789.968750 Penalty: 2653.927734
	Iteration 37Q: 3 clusters Score -300790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -300794.187500 Penalty: 2653.927734
	Iteration 38Q: 3 clusters Score -300794.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -300796.937500 Penalty: 2653.927734
	Iteration 39Q: 3 clusters Score -300796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -300798.281250 Penalty: 2653.927734
	Iteration 40F: 3 clusters Score -300798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -300799.750000 Penalty: 2653.927734
	Iteration 41Q: 3 clusters Score -300799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -300800.000000 Penalty: 2653.927734
	Iteration 42Q: 3 clusters Score -300800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -300800.062500 Penalty: 2653.927734
	Iteration 43Q: 3 clusters Score -300800.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -300800.062500 Penalty: 2653.927734
	Iteration 44F: 3 clusters Score -300800.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (1035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Entering Unmasked Estep 
Score: -68968.617188 Penalty: 1128.100464
	Iteration 0F: 2 clusters Score -68968.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -67544.429688 Penalty: 2256.200928
	Iteration 0F: 3 clusters Score -67544.43 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -67989.468750 Penalty: 2256.200928
	Iteration 1F: 3 clusters Score -67989.47 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -68170.390625 Penalty: 2256.200928
	Iteration 2F: 3 clusters Score -68170.39 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -68270.273438 Penalty: 2256.200928
	Iteration 3F: 3 clusters Score -68270.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -68324.250000 Penalty: 2256.200928
	Iteration 4Q: 3 clusters Score -68324.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -68348.078125 Penalty: 2256.200928
	Iteration 5Q: 3 clusters Score -68348.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -68361.757812 Penalty: 2256.200928
	Iteration 6Q: 3 clusters Score -68361.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68372.273438 Penalty: 2256.200928
	Iteration 7Q: 3 clusters Score -68372.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -68380.257812 Penalty: 2256.200928
	Iteration 8Q: 3 clusters Score -68380.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68386.101562 Penalty: 2256.200928
	Iteration 9Q: 3 clusters Score -68386.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68387.132812 Penalty: 2256.200928
	Iteration 10Q: 3 clusters Score -68387.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -68387.132812 Penalty: 2256.200928
	Iteration 11F: 3 clusters Score -68387.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Entering Unmasked Estep 
Score: -361804.750000 Penalty: 1353.177002
	Iteration 0F: 2 clusters Score -361804.8 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 2087 members 
Entering Unmasked Estep 
Score: -358404.218750 Penalty: 2706.354004
	Iteration 0F: 3 clusters Score -358404.2 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -359302.468750 Penalty: 2706.354004
	Iteration 1F: 3 clusters Score -359302.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -359519.187500 Penalty: 2706.354004
	Iteration 2F: 3 clusters Score -359519.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -359687.125000 Penalty: 2706.354004
	Iteration 3F: 3 clusters Score -359687.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -359856.625000 Penalty: 2706.354004
	Iteration 4F: 3 clusters Score -359856.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -360031.625000 Penalty: 2706.354004
	Iteration 5F: 3 clusters Score -360031.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -360177.812500 Penalty: 2706.354004
	Iteration 6F: 3 clusters Score -360177.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -360300.406250 Penalty: 2706.354004
	Iteration 7Q: 3 clusters Score -360300.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -360397.687500 Penalty: 2706.354004
	Iteration 8Q: 3 clusters Score -360397.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -360496.750000 Penalty: 2706.354004
	Iteration 9Q: 3 clusters Score -360496.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -360583.656250 Penalty: 2706.354004
	Iteration 10Q: 3 clusters Score -360583.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -360658.812500 Penalty: 2706.354004
	Iteration 11Q: 3 clusters Score -360658.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -360713.406250 Penalty: 2706.354004
	Iteration 12Q: 3 clusters Score -360713.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -360752.468750 Penalty: 2706.354004
	Iteration 13Q: 3 clusters Score -360752.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -360783.843750 Penalty: 2706.354004
	Iteration 14Q: 3 clusters Score -360783.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -360804.187500 Penalty: 2706.354004
	Iteration 15Q: 3 clusters Score -360804.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -360822.312500 Penalty: 2706.354004
	Iteration 16Q: 3 clusters Score -360822.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -360845.093750 Penalty: 2706.354004
	Iteration 17Q: 3 clusters Score -360845.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -360862.718750 Penalty: 2706.354004
	Iteration 18Q: 3 clusters Score -360862.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -360876.937500 Penalty: 2706.354004
	Iteration 19Q: 3 clusters Score -360876.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -360888.718750 Penalty: 2706.354004
	Iteration 20F: 3 clusters Score -360888.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -360897.625000 Penalty: 2706.354004
	Iteration 21Q: 3 clusters Score -360897.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -360900.937500 Penalty: 2706.354004
	Iteration 22Q: 3 clusters Score -360900.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -360903.000000 Penalty: 2706.354004
	Iteration 23Q: 3 clusters Score -360903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -360905.250000 Penalty: 2706.354004
	Iteration 24Q: 3 clusters Score -360905.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -360907.312500 Penalty: 2706.354004
	Iteration 25Q: 3 clusters Score -360907.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -360908.218750 Penalty: 2706.354004
	Iteration 26Q: 3 clusters Score -360908.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -360911.406250 Penalty: 2706.354004
	Iteration 27Q: 3 clusters Score -360911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -360914.031250 Penalty: 2706.354004
	Iteration 28Q: 3 clusters Score -360914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -360916.187500 Penalty: 2706.354004
	Iteration 29Q: 3 clusters Score -360916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -360916.781250 Penalty: 2706.354004
	Iteration 30Q: 3 clusters Score -360916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -360916.781250 Penalty: 2706.354004
	Iteration 31Q: 3 clusters Score -360916.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -360918.625000 Penalty: 2706.354004
	Iteration 32Q: 3 clusters Score -360918.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -360919.000000 Penalty: 2706.354004
	Iteration 33Q: 3 clusters Score -360919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -360920.625000 Penalty: 2706.354004
	Iteration 34Q: 3 clusters Score -360920.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -360920.843750 Penalty: 2706.354004
	Iteration 35Q: 3 clusters Score -360920.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -360921.906250 Penalty: 2706.354004
	Iteration 36Q: 3 clusters Score -360921.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -360922.093750 Penalty: 2706.354004
	Iteration 37Q: 3 clusters Score -360922.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -360922.031250 Penalty: 2706.354004
	Iteration 38Q: 3 clusters Score -360922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -360923.500000 Penalty: 2706.354004
	Iteration 39Q: 3 clusters Score -360923.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -360923.500000 Penalty: 2706.354004
	Iteration 40F: 3 clusters Score -360923.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Entering Unmasked Estep 
Score: -106160.773438 Penalty: 1188.614868
	Iteration 0F: 2 clusters Score -106160.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104456.070312 Penalty: 2377.229736
	Iteration 0F: 3 clusters Score -104456.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -104932.242188 Penalty: 2377.229736
	Iteration 1F: 3 clusters Score -104932.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105172.164062 Penalty: 2377.229736
	Iteration 2F: 3 clusters Score -105172.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105326.359375 Penalty: 2377.229736
	Iteration 3F: 3 clusters Score -105326.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105400.304688 Penalty: 2377.229736
	Iteration 4Q: 3 clusters Score -105400.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105458.054688 Penalty: 2377.229736
	Iteration 5Q: 3 clusters Score -105458.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -105506.218750 Penalty: 2377.229736
	Iteration 6Q: 3 clusters Score -105506.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -105548.007812 Penalty: 2377.229736
	Iteration 7Q: 3 clusters Score -105548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105589.460938 Penalty: 2377.229736
	Iteration 8Q: 3 clusters Score -105589.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -105610.812500 Penalty: 2377.229736
	Iteration 9Q: 3 clusters Score -105610.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105632.562500 Penalty: 2377.229736
	Iteration 10Q: 3 clusters Score -105632.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -105654.351562 Penalty: 2377.229736
	Iteration 11Q: 3 clusters Score -105654.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -105671.414062 Penalty: 2377.229736
	Iteration 12Q: 3 clusters Score -105671.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -105678.757812 Penalty: 2377.229736
	Iteration 13Q: 3 clusters Score -105678.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105683.679688 Penalty: 2377.229736
	Iteration 14Q: 3 clusters Score -105683.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105686.328125 Penalty: 2377.229736
	Iteration 15Q: 3 clusters Score -105686.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -105690.335938 Penalty: 2377.229736
	Iteration 16Q: 3 clusters Score -105690.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -105696.937500 Penalty: 2377.229736
	Iteration 17Q: 3 clusters Score -105696.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -105699.023438 Penalty: 2377.229736
	Iteration 18Q: 3 clusters Score -105699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -105700.195312 Penalty: 2377.229736
	Iteration 19Q: 3 clusters Score -105700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105702.070312 Penalty: 2377.229736
	Iteration 20F: 3 clusters Score -105702.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -105703.765625 Penalty: 2377.229736
	Iteration 21Q: 3 clusters Score -105703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -105707.242188 Penalty: 2377.229736
	Iteration 22Q: 3 clusters Score -105707.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105711.242188 Penalty: 2377.229736
	Iteration 23Q: 3 clusters Score -105711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -105715.492188 Penalty: 2377.229736
	Iteration 24Q: 3 clusters Score -105715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105717.546875 Penalty: 2377.229736
	Iteration 25Q: 3 clusters Score -105717.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -105720.078125 Penalty: 2377.229736
	Iteration 26Q: 3 clusters Score -105720.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -105721.929688 Penalty: 2377.229736
	Iteration 27Q: 3 clusters Score -105721.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105724.382812 Penalty: 2377.229736
	Iteration 28Q: 3 clusters Score -105724.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -105725.546875 Penalty: 2377.229736
	Iteration 29Q: 3 clusters Score -105725.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -105728.023438 Penalty: 2377.229736
	Iteration 30Q: 3 clusters Score -105728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105730.843750 Penalty: 2377.229736
	Iteration 31Q: 3 clusters Score -105730.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -105732.875000 Penalty: 2377.229736
	Iteration 32Q: 3 clusters Score -105732.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105733.882812 Penalty: 2377.229736
	Iteration 33Q: 3 clusters Score -105733.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -105734.570312 Penalty: 2377.229736
	Iteration 34Q: 3 clusters Score -105734.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105735.000000 Penalty: 2377.229736
	Iteration 35Q: 3 clusters Score -105735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -105735.453125 Penalty: 2377.229736
	Iteration 36Q: 3 clusters Score -105735.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105735.960938 Penalty: 2377.229736
	Iteration 37Q: 3 clusters Score -105736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -105735.960938 Penalty: 2377.229736
	Iteration 38F: 3 clusters Score -105736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Entering Unmasked Estep 
Score: -746471.500000 Penalty: 1489.572021
	Iteration 0F: 2 clusters Score -746471.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -739527.062500 Penalty: 2979.144043
	Iteration 0F: 3 clusters Score -739527.1 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -741935.250000 Penalty: 2979.144043
	Iteration 1F: 3 clusters Score -741935.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -742306.375000 Penalty: 2979.144043
	Iteration 2F: 3 clusters Score -742306.4 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -742594.750000 Penalty: 2979.144043
	Iteration 3F: 3 clusters Score -742594.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -742833.250000 Penalty: 2979.144043
	Iteration 4F: 3 clusters Score -742833.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -743064.625000 Penalty: 2979.144043
	Iteration 5Q: 3 clusters Score -743064.6 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -743286.875000 Penalty: 2979.144043
	Iteration 6Q: 3 clusters Score -743286.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -743512.875000 Penalty: 2979.144043
	Iteration 7Q: 3 clusters Score -743512.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -743731.062500 Penalty: 2979.144043
	Iteration 8Q: 3 clusters Score -743731.1 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -743964.750000 Penalty: 2979.144043
	Iteration 9Q: 3 clusters Score -743964.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -744168.625000 Penalty: 2979.144043
	Iteration 10Q: 3 clusters Score -744168.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -744362.250000 Penalty: 2979.144043
	Iteration 11Q: 3 clusters Score -744362.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -744512.375000 Penalty: 2979.144043
	Iteration 12Q: 3 clusters Score -744512.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -744618.875000 Penalty: 2979.144043
	Iteration 13Q: 3 clusters Score -744618.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -744697.750000 Penalty: 2979.144043
	Iteration 14Q: 3 clusters Score -744697.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -744739.437500 Penalty: 2979.144043
	Iteration 15Q: 3 clusters Score -744739.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -744773.187500 Penalty: 2979.144043
	Iteration 16Q: 3 clusters Score -744773.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -744808.437500 Penalty: 2979.144043
	Iteration 17Q: 3 clusters Score -744808.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -744837.062500 Penalty: 2979.144043
	Iteration 18Q: 3 clusters Score -744837.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -744871.125000 Penalty: 2979.144043
	Iteration 19Q: 3 clusters Score -744871.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -744906.437500 Penalty: 2979.144043
	Iteration 20F: 3 clusters Score -744906.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -744952.000000 Penalty: 2979.144043
	Iteration 21Q: 3 clusters Score -744952 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -745000.375000 Penalty: 2979.144043
	Iteration 22Q: 3 clusters Score -745000.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -745055.562500 Penalty: 2979.144043
	Iteration 23Q: 3 clusters Score -745055.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -745121.062500 Penalty: 2979.144043
	Iteration 24Q: 3 clusters Score -745121.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -745187.500000 Penalty: 2979.144043
	Iteration 25Q: 3 clusters Score -745187.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -745260.687500 Penalty: 2979.144043
	Iteration 26Q: 3 clusters Score -745260.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -745343.000000 Penalty: 2979.144043
	Iteration 27Q: 3 clusters Score -745343 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -745399.375000 Penalty: 2979.144043
	Iteration 28Q: 3 clusters Score -745399.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -745448.187500 Penalty: 2979.144043
	Iteration 29Q: 3 clusters Score -745448.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -745488.437500 Penalty: 2979.144043
	Iteration 30Q: 3 clusters Score -745488.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -745522.875000 Penalty: 2979.144043
	Iteration 31Q: 3 clusters Score -745522.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -745546.875000 Penalty: 2979.144043
	Iteration 32Q: 3 clusters Score -745546.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -745562.875000 Penalty: 2979.144043
	Iteration 33Q: 3 clusters Score -745562.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -745578.250000 Penalty: 2979.144043
	Iteration 34Q: 3 clusters Score -745578.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -745590.062500 Penalty: 2979.144043
	Iteration 35Q: 3 clusters Score -745590.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -745595.062500 Penalty: 2979.144043
	Iteration 36Q: 3 clusters Score -745595.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -745605.187500 Penalty: 2979.144043
	Iteration 37Q: 3 clusters Score -745605.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -745615.875000 Penalty: 2979.144043
	Iteration 38Q: 3 clusters Score -745615.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -745628.812500 Penalty: 2979.144043
	Iteration 39Q: 3 clusters Score -745628.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -745640.625000 Penalty: 2979.144043
	Iteration 40F: 3 clusters Score -745640.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -745650.250000 Penalty: 2979.144043
	Iteration 41Q: 3 clusters Score -745650.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -745659.000000 Penalty: 2979.144043
	Iteration 42Q: 3 clusters Score -745659 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -745670.500000 Penalty: 2979.144043
	Iteration 43Q: 3 clusters Score -745670.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -745680.375000 Penalty: 2979.144043
	Iteration 44Q: 3 clusters Score -745680.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -745685.562500 Penalty: 2979.144043
	Iteration 45Q: 3 clusters Score -745685.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -745694.500000 Penalty: 2979.144043
	Iteration 46Q: 3 clusters Score -745694.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -745704.875000 Penalty: 2979.144043
	Iteration 47Q: 3 clusters Score -745704.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -745713.250000 Penalty: 2979.144043
	Iteration 48Q: 3 clusters Score -745713.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -745720.312500 Penalty: 2979.144043
	Iteration 49Q: 3 clusters Score -745720.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -745727.812500 Penalty: 2979.144043
	Iteration 50Q: 3 clusters Score -745727.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -745732.187500 Penalty: 2979.144043
	Iteration 51Q: 3 clusters Score -745732.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -745744.812500 Penalty: 2979.144043
	Iteration 52Q: 3 clusters Score -745744.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -745753.812500 Penalty: 2979.144043
	Iteration 53Q: 3 clusters Score -745753.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -745763.750000 Penalty: 2979.144043
	Iteration 54Q: 3 clusters Score -745763.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -745770.812500 Penalty: 2979.144043
	Iteration 55Q: 3 clusters Score -745770.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -745776.750000 Penalty: 2979.144043
	Iteration 56Q: 3 clusters Score -745776.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -745778.937500 Penalty: 2979.144043
	Iteration 57Q: 3 clusters Score -745778.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -745782.125000 Penalty: 2979.144043
	Iteration 58Q: 3 clusters Score -745782.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -745785.687500 Penalty: 2979.144043
	Iteration 59Q: 3 clusters Score -745785.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -745790.187500 Penalty: 2979.144043
	Iteration 60F: 3 clusters Score -745790.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -745793.812500 Penalty: 2979.144043
	Iteration 61Q: 3 clusters Score -745793.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -745796.437500 Penalty: 2979.144043
	Iteration 62Q: 3 clusters Score -745796.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -745797.250000 Penalty: 2979.144043
	Iteration 63Q: 3 clusters Score -745797.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -745797.437500 Penalty: 2979.144043
	Iteration 64Q: 3 clusters Score -745797.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -745798.187500 Penalty: 2979.144043
	Iteration 65Q: 3 clusters Score -745798.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -745798.187500 Penalty: 2979.144043
	Iteration 66F: 3 clusters Score -745798.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Entering Unmasked Estep 
Score: -3756327.000000 Penalty: 1730.618896
	Iteration 0F: 2 clusters Score -3756327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -3727963.500000 Penalty: 3461.237793
	Iteration 0F: 3 clusters Score -3727964 nChanged 19742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -3739232.750000 Penalty: 3461.237793
	Iteration 1F: 3 clusters Score -3739233 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -3739704.250000 Penalty: 3461.237793
	Iteration 2Q: 3 clusters Score -3739704 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -3740243.000000 Penalty: 3461.237793
	Iteration 3Q: 3 clusters Score -3740243 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -3740855.500000 Penalty: 3461.237793
	Iteration 4Q: 3 clusters Score -3740856 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3741663.250000 Penalty: 3461.237793
	Iteration 5Q: 3 clusters Score -3741663 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -3742658.000000 Penalty: 3461.237793
	Iteration 6Q: 3 clusters Score -3742658 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3744123.000000 Penalty: 3461.237793
	Iteration 7F: 3 clusters Score -3744123 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -3745923.750000 Penalty: 3461.237793
	Iteration 8F: 3 clusters Score -3745924 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -3747789.750000 Penalty: 3461.237793
	Iteration 9F: 3 clusters Score -3747790 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -3749347.000000 Penalty: 3461.237793
	Iteration 10F: 3 clusters Score -3749347 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -3750536.250000 Penalty: 3461.237793
	Iteration 11Q: 3 clusters Score -3750536 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -3751372.500000 Penalty: 3461.237793
	Iteration 12Q: 3 clusters Score -3751372 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -3752125.500000 Penalty: 3461.237793
	Iteration 13Q: 3 clusters Score -3752126 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -3752713.000000 Penalty: 3461.237793
	Iteration 14Q: 3 clusters Score -3752713 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 38665 members 
Entering Unmasked Estep 
Score: -3753268.000000 Penalty: 3461.237793
	Iteration 15Q: 3 clusters Score -3753268 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -3753688.250000 Penalty: 3461.237793
	Iteration 16Q: 3 clusters Score -3753688 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 39609 members 
Entering Unmasked Estep 
Score: -3754079.750000 Penalty: 3461.237793
	Iteration 17Q: 3 clusters Score -3754080 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -3754382.250000 Penalty: 3461.237793
	Iteration 18Q: 3 clusters Score -3754382 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -3754552.000000 Penalty: 3461.237793
	Iteration 19Q: 3 clusters Score -3754552 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -3754656.000000 Penalty: 3461.237793
	Iteration 20F: 3 clusters Score -3754656 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -3754730.000000 Penalty: 3461.237793
	Iteration 21Q: 3 clusters Score -3754730 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 40562 members 
Entering Unmasked Estep 
Score: -3754779.750000 Penalty: 3461.237793
	Iteration 22Q: 3 clusters Score -3754780 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -3754822.250000 Penalty: 3461.237793
	Iteration 23Q: 3 clusters Score -3754822 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -3754852.750000 Penalty: 3461.237793
	Iteration 24Q: 3 clusters Score -3754853 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -3754883.250000 Penalty: 3461.237793
	Iteration 25Q: 3 clusters Score -3754883 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -3754899.750000 Penalty: 3461.237793
	Iteration 26Q: 3 clusters Score -3754900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -3754912.750000 Penalty: 3461.237793
	Iteration 27Q: 3 clusters Score -3754913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -3754931.750000 Penalty: 3461.237793
	Iteration 28Q: 3 clusters Score -3754932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -3754943.000000 Penalty: 3461.237793
	Iteration 29Q: 3 clusters Score -3754943 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 40947 members 
Entering Unmasked Estep 
Score: -3754949.750000 Penalty: 3461.237793
	Iteration 30Q: 3 clusters Score -3754950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 40964 members 
Entering Unmasked Estep 
Score: -3754948.000000 Penalty: 3461.237793
	Iteration 31Q: 3 clusters Score -3754948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40976 members 
Entering Unmasked Estep 
Score: -3754950.750000 Penalty: 3461.237793
	Iteration 32Q: 3 clusters Score -3754951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -3754957.750000 Penalty: 3461.237793
	Iteration 33Q: 3 clusters Score -3754958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 41002 members 
Entering Unmasked Estep 
Score: -3754958.750000 Penalty: 3461.237793
	Iteration 34Q: 3 clusters Score -3754959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -3754965.000000 Penalty: 3461.237793
	Iteration 35Q: 3 clusters Score -3754965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -3754966.250000 Penalty: 3461.237793
	Iteration 36Q: 3 clusters Score -3754966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -3754971.000000 Penalty: 3461.237793
	Iteration 37Q: 3 clusters Score -3754971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 41034 members 
Entering Unmasked Estep 
Score: -3754969.500000 Penalty: 3461.237793
	Iteration 38Q: 3 clusters Score -3754970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 41039 members 
Entering Unmasked Estep 
Score: -3754973.250000 Penalty: 3461.237793
	Iteration 39Q: 3 clusters Score -3754973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 41041 members 
Entering Unmasked Estep 
Score: -3754971.250000 Penalty: 3461.237793
	Iteration 40F: 3 clusters Score -3754971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -3754971.500000 Penalty: 3461.237793
	Iteration 41Q: 3 clusters Score -3754972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -3754973.000000 Penalty: 3461.237793
	Iteration 42Q: 3 clusters Score -3754973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -3754973.750000 Penalty: 3461.237793
	Iteration 43Q: 3 clusters Score -3754974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -3754972.750000 Penalty: 3461.237793
	Iteration 44Q: 3 clusters Score -3754973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 41058 members 
Entering Unmasked Estep 
Score: -3754978.500000 Penalty: 3461.237793
	Iteration 45Q: 3 clusters Score -3754978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 41061 members 
Entering Unmasked Estep 
Score: -3754980.000000 Penalty: 3461.237793
	Iteration 46Q: 3 clusters Score -3754980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -3754979.250000 Penalty: 3461.237793
	Iteration 47Q: 3 clusters Score -3754979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -3754976.000000 Penalty: 3461.237793
	Iteration 48Q: 3 clusters Score -3754976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41064 members 
Entering Unmasked Estep 
Score: -3754974.000000 Penalty: 3461.237793
	Iteration 49Q: 3 clusters Score -3754974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 41065 members 
Entering Unmasked Estep 
Score: -3754973.500000 Penalty: 3461.237793
	Iteration 50Q: 3 clusters Score -3754974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 41066 members 
Entering Unmasked Estep 
Score: -3754975.750000 Penalty: 3461.237793
	Iteration 51Q: 3 clusters Score -3754976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -3754978.750000 Penalty: 3461.237793
	Iteration 52Q: 3 clusters Score -3754979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 41071 members 
Entering Unmasked Estep 
Score: -3754984.750000 Penalty: 3461.237793
	Iteration 53Q: 3 clusters Score -3754985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -3754986.500000 Penalty: 3461.237793
	Iteration 54Q: 3 clusters Score -3754986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -3754989.500000 Penalty: 3461.237793
	Iteration 55Q: 3 clusters Score -3754990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -3754989.000000 Penalty: 3461.237793
	Iteration 56Q: 3 clusters Score -3754989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -3754989.500000 Penalty: 3461.237793
	Iteration 57Q: 3 clusters Score -3754990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -3754986.250000 Penalty: 3461.237793
	Iteration 58Q: 3 clusters Score -3754986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 41099 members 
Entering Unmasked Estep 
Score: -3754989.500000 Penalty: 3461.237793
	Iteration 59Q: 3 clusters Score -3754990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -3754992.000000 Penalty: 3461.237793
	Iteration 60F: 3 clusters Score -3754992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Entering Unmasked Estep 
Score: -1669042.500000 Penalty: 1599.054443
	Iteration 0F: 2 clusters Score -1669042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1656288.750000 Penalty: 3198.108887
	Iteration 0F: 3 clusters Score -1656289 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -1661045.250000 Penalty: 3198.108887
	Iteration 1F: 3 clusters Score -1661045 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1661731.000000 Penalty: 3198.108887
	Iteration 2F: 3 clusters Score -1661731 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1662663.875000 Penalty: 3198.108887
	Iteration 3F: 3 clusters Score -1662664 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1663852.375000 Penalty: 3198.108887
	Iteration 4F: 3 clusters Score -1663852 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1664931.500000 Penalty: 3198.108887
	Iteration 5F: 3 clusters Score -1664932 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1665718.250000 Penalty: 3198.108887
	Iteration 6F: 3 clusters Score -1665718 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1666255.000000 Penalty: 3198.108887
	Iteration 7F: 3 clusters Score -1666255 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -1666593.875000 Penalty: 3198.108887
	Iteration 8Q: 3 clusters Score -1666594 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1666813.625000 Penalty: 3198.108887
	Iteration 9Q: 3 clusters Score -1666814 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1666981.000000 Penalty: 3198.108887
	Iteration 10Q: 3 clusters Score -1666981 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1667106.750000 Penalty: 3198.108887
	Iteration 11Q: 3 clusters Score -1667107 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1667260.125000 Penalty: 3198.108887
	Iteration 12Q: 3 clusters Score -1667260 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1667384.625000 Penalty: 3198.108887
	Iteration 13Q: 3 clusters Score -1667385 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1667495.375000 Penalty: 3198.108887
	Iteration 14Q: 3 clusters Score -1667495 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1667597.750000 Penalty: 3198.108887
	Iteration 15Q: 3 clusters Score -1667598 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1667692.125000 Penalty: 3198.108887
	Iteration 16Q: 3 clusters Score -1667692 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1667772.875000 Penalty: 3198.108887
	Iteration 17Q: 3 clusters Score -1667773 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1667834.500000 Penalty: 3198.108887
	Iteration 18Q: 3 clusters Score -1667834 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1667879.000000 Penalty: 3198.108887
	Iteration 19Q: 3 clusters Score -1667879 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1667918.625000 Penalty: 3198.108887
	Iteration 20F: 3 clusters Score -1667919 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1667946.500000 Penalty: 3198.108887
	Iteration 21Q: 3 clusters Score -1667946 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1667972.375000 Penalty: 3198.108887
	Iteration 22Q: 3 clusters Score -1667972 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1667987.500000 Penalty: 3198.108887
	Iteration 23Q: 3 clusters Score -1667988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1668000.000000 Penalty: 3198.108887
	Iteration 24Q: 3 clusters Score -1668000 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1668011.250000 Penalty: 3198.108887
	Iteration 25Q: 3 clusters Score -1668011 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1668018.250000 Penalty: 3198.108887
	Iteration 26Q: 3 clusters Score -1668018 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1668027.750000 Penalty: 3198.108887
	Iteration 27Q: 3 clusters Score -1668028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1668029.000000 Penalty: 3198.108887
	Iteration 28Q: 3 clusters Score -1668029 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1668033.875000 Penalty: 3198.108887
	Iteration 29Q: 3 clusters Score -1668034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1668036.750000 Penalty: 3198.108887
	Iteration 30Q: 3 clusters Score -1668037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1668035.250000 Penalty: 3198.108887
	Iteration 31Q: 3 clusters Score -1668035 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1668039.625000 Penalty: 3198.108887
	Iteration 32Q: 3 clusters Score -1668040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1668039.625000 Penalty: 3198.108887
	Iteration 33Q: 3 clusters Score -1668040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1668039.750000 Penalty: 3198.108887
	Iteration 34Q: 3 clusters Score -1668040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1668043.750000 Penalty: 3198.108887
	Iteration 35Q: 3 clusters Score -1668044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1668045.875000 Penalty: 3198.108887
	Iteration 36Q: 3 clusters Score -1668046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1668044.250000 Penalty: 3198.108887
	Iteration 37Q: 3 clusters Score -1668044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1668043.875000 Penalty: 3198.108887
	Iteration 38Q: 3 clusters Score -1668044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1668045.375000 Penalty: 3198.108887
	Iteration 39Q: 3 clusters Score -1668045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1668045.375000 Penalty: 3198.108887
	Iteration 40F: 3 clusters Score -1668045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38218 members 
Entering Unmasked Estep 
Score: -3363161.750000 Penalty: 1714.547485
	Iteration 0F: 2 clusters Score -3363162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -3337672.000000 Penalty: 3429.094971
	Iteration 0F: 3 clusters Score -3337672 nChanged 17761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3347907.500000 Penalty: 3429.094971
	Iteration 1F: 3 clusters Score -3347908 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -3348732.750000 Penalty: 3429.094971
	Iteration 2Q: 3 clusters Score -3348733 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -3349820.250000 Penalty: 3429.094971
	Iteration 3F: 3 clusters Score -3349820 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3351376.500000 Penalty: 3429.094971
	Iteration 4F: 3 clusters Score -3351376 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3353251.750000 Penalty: 3429.094971
	Iteration 5F: 3 clusters Score -3353252 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25579 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3355215.500000 Penalty: 3429.094971
	Iteration 6F: 3 clusters Score -3355216 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -3356828.500000 Penalty: 3429.094971
	Iteration 7F: 3 clusters Score -3356828 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -3357862.500000 Penalty: 3429.094971
	Iteration 8Q: 3 clusters Score -3357862 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -3358488.250000 Penalty: 3429.094971
	Iteration 9Q: 3 clusters Score -3358488 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3358917.500000 Penalty: 3429.094971
	Iteration 10Q: 3 clusters Score -3358918 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3359197.500000 Penalty: 3429.094971
	Iteration 11Q: 3 clusters Score -3359198 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -3359410.750000 Penalty: 3429.094971
	Iteration 12Q: 3 clusters Score -3359411 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3359573.250000 Penalty: 3429.094971
	Iteration 13Q: 3 clusters Score -3359573 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -3359717.250000 Penalty: 3429.094971
	Iteration 14Q: 3 clusters Score -3359717 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3359823.250000 Penalty: 3429.094971
	Iteration 15Q: 3 clusters Score -3359823 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -3359932.750000 Penalty: 3429.094971
	Iteration 16Q: 3 clusters Score -3359933 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3360038.250000 Penalty: 3429.094971
	Iteration 17Q: 3 clusters Score -3360038 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3360135.500000 Penalty: 3429.094971
	Iteration 18Q: 3 clusters Score -3360136 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -3360236.000000 Penalty: 3429.094971
	Iteration 19Q: 3 clusters Score -3360236 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -3360330.750000 Penalty: 3429.094971
	Iteration 20F: 3 clusters Score -3360331 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3360411.000000 Penalty: 3429.094971
	Iteration 21Q: 3 clusters Score -3360411 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33604 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -3360519.500000 Penalty: 3429.094971
	Iteration 22Q: 3 clusters Score -3360520 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -3360639.500000 Penalty: 3429.094971
	Iteration 23Q: 3 clusters Score -3360640 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34268 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3360741.000000 Penalty: 3429.094971
	Iteration 24Q: 3 clusters Score -3360741 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -3360814.250000 Penalty: 3429.094971
	Iteration 25Q: 3 clusters Score -3360814 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3360902.750000 Penalty: 3429.094971
	Iteration 26Q: 3 clusters Score -3360903 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3360980.250000 Penalty: 3429.094971
	Iteration 27Q: 3 clusters Score -3360980 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3361064.500000 Penalty: 3429.094971
	Iteration 28Q: 3 clusters Score -3361064 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35552 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -3361143.750000 Penalty: 3429.094971
	Iteration 29Q: 3 clusters Score -3361144 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35745 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3361215.000000 Penalty: 3429.094971
	Iteration 30Q: 3 clusters Score -3361215 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -3361289.250000 Penalty: 3429.094971
	Iteration 31Q: 3 clusters Score -3361289 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3361331.250000 Penalty: 3429.094971
	Iteration 32Q: 3 clusters Score -3361331 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3361376.250000 Penalty: 3429.094971
	Iteration 33Q: 3 clusters Score -3361376 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3361413.000000 Penalty: 3429.094971
	Iteration 34Q: 3 clusters Score -3361413 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3361447.250000 Penalty: 3429.094971
	Iteration 35Q: 3 clusters Score -3361447 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -3361477.500000 Penalty: 3429.094971
	Iteration 36Q: 3 clusters Score -3361478 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3361507.500000 Penalty: 3429.094971
	Iteration 37Q: 3 clusters Score -3361508 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3361548.500000 Penalty: 3429.094971
	Iteration 38Q: 3 clusters Score -3361548 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3361587.500000 Penalty: 3429.094971
	Iteration 39Q: 3 clusters Score -3361588 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3361647.250000 Penalty: 3429.094971
	Iteration 40F: 3 clusters Score -3361647 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -3361723.250000 Penalty: 3429.094971
	Iteration 41Q: 3 clusters Score -3361723 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -3361817.000000 Penalty: 3429.094971
	Iteration 42Q: 3 clusters Score -3361817 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3361860.750000 Penalty: 3429.094971
	Iteration 43Q: 3 clusters Score -3361861 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3361899.000000 Penalty: 3429.094971
	Iteration 44Q: 3 clusters Score -3361899 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3361916.250000 Penalty: 3429.094971
	Iteration 45Q: 3 clusters Score -3361916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3361934.250000 Penalty: 3429.094971
	Iteration 46Q: 3 clusters Score -3361934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3361941.000000 Penalty: 3429.094971
	Iteration 47Q: 3 clusters Score -3361941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3361948.250000 Penalty: 3429.094971
	Iteration 48Q: 3 clusters Score -3361948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3361948.500000 Penalty: 3429.094971
	Iteration 49Q: 3 clusters Score -3361948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3361958.000000 Penalty: 3429.094971
	Iteration 50Q: 3 clusters Score -3361958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3361953.250000 Penalty: 3429.094971
	Iteration 51Q: 3 clusters Score -3361953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3361954.250000 Penalty: 3429.094971
	Iteration 52Q: 3 clusters Score -3361954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37181 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -3361957.750000 Penalty: 3429.094971
	Iteration 53Q: 3 clusters Score -3361958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3361961.000000 Penalty: 3429.094971
	Iteration 54Q: 3 clusters Score -3361961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3361963.500000 Penalty: 3429.094971
	Iteration 55Q: 3 clusters Score -3361964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3361971.500000 Penalty: 3429.094971
	Iteration 56Q: 3 clusters Score -3361972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3361970.000000 Penalty: 3429.094971
	Iteration 57Q: 3 clusters Score -3361970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37183 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3361969.500000 Penalty: 3429.094971
	Iteration 58Q: 3 clusters Score -3361970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3361970.250000 Penalty: 3429.094971
	Iteration 59Q: 3 clusters Score -3361970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -3361968.750000 Penalty: 3429.094971
	Iteration 60F: 3 clusters Score -3361969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3361967.250000 Penalty: 3429.094971
	Iteration 61Q: 3 clusters Score -3361967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3361967.250000 Penalty: 3429.094971
	Iteration 62F: 3 clusters Score -3361967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Entering Unmasked Estep 
Score: -1052671.375000 Penalty: 1529.246460
	Iteration 0F: 2 clusters Score -1052671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1044141.687500 Penalty: 3058.492920
	Iteration 0F: 3 clusters Score -1044142 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1047141.000000 Penalty: 3058.492920
	Iteration 1F: 3 clusters Score -1047141 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1047581.125000 Penalty: 3058.492920
	Iteration 2F: 3 clusters Score -1047581 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -1047955.125000 Penalty: 3058.492920
	Iteration 3F: 3 clusters Score -1047955 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1048262.812500 Penalty: 3058.492920
	Iteration 4F: 3 clusters Score -1048263 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1048536.125000 Penalty: 3058.492920
	Iteration 5Q: 3 clusters Score -1048536 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1048787.375000 Penalty: 3058.492920
	Iteration 6Q: 3 clusters Score -1048787 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1049010.250000 Penalty: 3058.492920
	Iteration 7Q: 3 clusters Score -1049010 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -1049235.125000 Penalty: 3058.492920
	Iteration 8Q: 3 clusters Score -1049235 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1049502.625000 Penalty: 3058.492920
	Iteration 9Q: 3 clusters Score -1049503 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1049766.375000 Penalty: 3058.492920
	Iteration 10Q: 3 clusters Score -1049766 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1049986.625000 Penalty: 3058.492920
	Iteration 11Q: 3 clusters Score -1049987 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1050207.625000 Penalty: 3058.492920
	Iteration 12Q: 3 clusters Score -1050208 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1050385.875000 Penalty: 3058.492920
	Iteration 13Q: 3 clusters Score -1050386 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1050531.375000 Penalty: 3058.492920
	Iteration 14Q: 3 clusters Score -1050531 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -1050682.125000 Penalty: 3058.492920
	Iteration 15Q: 3 clusters Score -1050682 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1050817.125000 Penalty: 3058.492920
	Iteration 16Q: 3 clusters Score -1050817 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1050930.500000 Penalty: 3058.492920
	Iteration 17Q: 3 clusters Score -1050930 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1051038.500000 Penalty: 3058.492920
	Iteration 18Q: 3 clusters Score -1051038 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1051137.875000 Penalty: 3058.492920
	Iteration 19Q: 3 clusters Score -1051138 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1051214.625000 Penalty: 3058.492920
	Iteration 20F: 3 clusters Score -1051215 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1051263.125000 Penalty: 3058.492920
	Iteration 21Q: 3 clusters Score -1051263 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1051308.500000 Penalty: 3058.492920
	Iteration 22Q: 3 clusters Score -1051308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1051345.000000 Penalty: 3058.492920
	Iteration 23Q: 3 clusters Score -1051345 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1051385.000000 Penalty: 3058.492920
	Iteration 24Q: 3 clusters Score -1051385 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1051418.375000 Penalty: 3058.492920
	Iteration 25Q: 3 clusters Score -1051418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1051449.750000 Penalty: 3058.492920
	Iteration 26Q: 3 clusters Score -1051450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1051481.125000 Penalty: 3058.492920
	Iteration 27Q: 3 clusters Score -1051481 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1051502.625000 Penalty: 3058.492920
	Iteration 28Q: 3 clusters Score -1051503 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1051523.000000 Penalty: 3058.492920
	Iteration 29Q: 3 clusters Score -1051523 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1051538.750000 Penalty: 3058.492920
	Iteration 30Q: 3 clusters Score -1051539 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1051561.375000 Penalty: 3058.492920
	Iteration 31Q: 3 clusters Score -1051561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1051593.500000 Penalty: 3058.492920
	Iteration 32Q: 3 clusters Score -1051594 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1051645.500000 Penalty: 3058.492920
	Iteration 33Q: 3 clusters Score -1051646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1051714.875000 Penalty: 3058.492920
	Iteration 34Q: 3 clusters Score -1051715 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1051812.000000 Penalty: 3058.492920
	Iteration 35Q: 3 clusters Score -1051812 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1051955.250000 Penalty: 3058.492920
	Iteration 36Q: 3 clusters Score -1051955 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -1052015.875000 Penalty: 3058.492920
	Iteration 37Q: 3 clusters Score -1052016 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1052045.875000 Penalty: 3058.492920
	Iteration 38Q: 3 clusters Score -1052046 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1052071.500000 Penalty: 3058.492920
	Iteration 39Q: 3 clusters Score -1052072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1052090.250000 Penalty: 3058.492920
	Iteration 40F: 3 clusters Score -1052090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1052105.625000 Penalty: 3058.492920
	Iteration 41Q: 3 clusters Score -1052106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1052117.000000 Penalty: 3058.492920
	Iteration 42Q: 3 clusters Score -1052117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1052122.250000 Penalty: 3058.492920
	Iteration 43Q: 3 clusters Score -1052122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1052133.125000 Penalty: 3058.492920
	Iteration 44Q: 3 clusters Score -1052133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1052135.375000 Penalty: 3058.492920
	Iteration 45Q: 3 clusters Score -1052135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1052139.125000 Penalty: 3058.492920
	Iteration 46Q: 3 clusters Score -1052139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1052141.750000 Penalty: 3058.492920
	Iteration 47Q: 3 clusters Score -1052142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1052143.750000 Penalty: 3058.492920
	Iteration 48Q: 3 clusters Score -1052144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1052144.000000 Penalty: 3058.492920
	Iteration 49Q: 3 clusters Score -1052144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1052145.625000 Penalty: 3058.492920
	Iteration 50Q: 3 clusters Score -1052146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1052147.750000 Penalty: 3058.492920
	Iteration 51Q: 3 clusters Score -1052148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1052148.750000 Penalty: 3058.492920
	Iteration 52Q: 3 clusters Score -1052149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1052151.000000 Penalty: 3058.492920
	Iteration 53Q: 3 clusters Score -1052151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1052151.500000 Penalty: 3058.492920
	Iteration 54Q: 3 clusters Score -1052152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1052153.500000 Penalty: 3058.492920
	Iteration 55Q: 3 clusters Score -1052154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1052153.000000 Penalty: 3058.492920
	Iteration 56Q: 3 clusters Score -1052153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1052153.000000 Penalty: 3058.492920
	Iteration 57F: 3 clusters Score -1052153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -109740.695312 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -109740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -108126.679688 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -108126.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108461.609375 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -108461.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108597.421875 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -108597.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -108688.140625 Penalty: 2338.192139
	Iteration 3F: 3 clusters Score -108688.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -108747.351562 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -108747.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -108804.500000 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -108804.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108842.460938 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -108842.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -108865.351562 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -108865.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -108886.203125 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -108886.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108904.554688 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -108904.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108921.609375 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -108921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -108932.210938 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -108932.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -108949.695312 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -108949.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108962.375000 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -108962.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -108967.257812 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -108967.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108971.695312 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -108971.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108972.289062 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -108972.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108973.578125 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -108973.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -108978.250000 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -108978.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108987.156250 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -108987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -108995.882812 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -108995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109002.031250 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -109002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -109011.921875 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -109011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -109016.648438 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -109016.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109021.351562 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -109021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109025.781250 Penalty: 2338.192139
	Iteration 25Q: 3 clusters Score -109025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109029.054688 Penalty: 2338.192139
	Iteration 26Q: 3 clusters Score -109029.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109031.484375 Penalty: 2338.192139
	Iteration 27Q: 3 clusters Score -109031.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109033.703125 Penalty: 2338.192139
	Iteration 28Q: 3 clusters Score -109033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109035.500000 Penalty: 2338.192139
	Iteration 29Q: 3 clusters Score -109035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -109037.054688 Penalty: 2338.192139
	Iteration 30Q: 3 clusters Score -109037.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109038.390625 Penalty: 2338.192139
	Iteration 31Q: 3 clusters Score -109038.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109039.125000 Penalty: 2338.192139
	Iteration 32Q: 3 clusters Score -109039.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109039.125000 Penalty: 2338.192139
	Iteration 33F: 3 clusters Score -109039.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Entering Unmasked Estep 
Score: -92914.257812 Penalty: 1140.635742
	Iteration 0F: 2 clusters Score -92914.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -91382.718750 Penalty: 2281.271484
	Iteration 0F: 3 clusters Score -91382.72 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -91695.664062 Penalty: 2281.271484
	Iteration 1F: 3 clusters Score -91695.66 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -91780.195312 Penalty: 2281.271484
	Iteration 2F: 3 clusters Score -91780.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -91827.851562 Penalty: 2281.271484
	Iteration 3Q: 3 clusters Score -91827.85 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -91869.187500 Penalty: 2281.271484
	Iteration 4Q: 3 clusters Score -91869.19 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -91894.945312 Penalty: 2281.271484
	Iteration 5Q: 3 clusters Score -91894.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -91917.445312 Penalty: 2281.271484
	Iteration 6Q: 3 clusters Score -91917.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -91931.625000 Penalty: 2281.271484
	Iteration 7Q: 3 clusters Score -91931.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -91943.046875 Penalty: 2281.271484
	Iteration 8Q: 3 clusters Score -91943.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -91949.320312 Penalty: 2281.271484
	Iteration 9Q: 3 clusters Score -91949.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91955.726562 Penalty: 2281.271484
	Iteration 10Q: 3 clusters Score -91955.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -91960.375000 Penalty: 2281.271484
	Iteration 11Q: 3 clusters Score -91960.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91962.195312 Penalty: 2281.271484
	Iteration 12Q: 3 clusters Score -91962.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -91962.195312 Penalty: 2281.271484
	Iteration 13F: 3 clusters Score -91962.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Entering Unmasked Estep 
Score: -267891.250000 Penalty: 1310.707642
	Iteration 0F: 2 clusters Score -267891.2 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 1628 members 
Entering Unmasked Estep 
Score: -265053.218750 Penalty: 2621.415283
	Iteration 0F: 3 clusters Score -265053.2 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -265918.625000 Penalty: 2621.415283
	Iteration 1F: 3 clusters Score -265918.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -266218.093750 Penalty: 2621.415283
	Iteration 2F: 3 clusters Score -266218.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -266457.156250 Penalty: 2621.415283
	Iteration 3F: 3 clusters Score -266457.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -266648.906250 Penalty: 2621.415283
	Iteration 4F: 3 clusters Score -266648.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -266788.968750 Penalty: 2621.415283
	Iteration 5Q: 3 clusters Score -266789 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -266895.000000 Penalty: 2621.415283
	Iteration 6Q: 3 clusters Score -266895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -266970.937500 Penalty: 2621.415283
	Iteration 7Q: 3 clusters Score -266970.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -267039.125000 Penalty: 2621.415283
	Iteration 8Q: 3 clusters Score -267039.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -267091.187500 Penalty: 2621.415283
	Iteration 9Q: 3 clusters Score -267091.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -267143.031250 Penalty: 2621.415283
	Iteration 10Q: 3 clusters Score -267143 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -267189.750000 Penalty: 2621.415283
	Iteration 11Q: 3 clusters Score -267189.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -267218.625000 Penalty: 2621.415283
	Iteration 12Q: 3 clusters Score -267218.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -267262.718750 Penalty: 2621.415283
	Iteration 13Q: 3 clusters Score -267262.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -267307.875000 Penalty: 2621.415283
	Iteration 14Q: 3 clusters Score -267307.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -267366.062500 Penalty: 2621.415283
	Iteration 15Q: 3 clusters Score -267366.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -267443.281250 Penalty: 2621.415283
	Iteration 16Q: 3 clusters Score -267443.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -267540.312500 Penalty: 2621.415283
	Iteration 17Q: 3 clusters Score -267540.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -267628.000000 Penalty: 2621.415283
	Iteration 18Q: 3 clusters Score -267628 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -267680.937500 Penalty: 2621.415283
	Iteration 19Q: 3 clusters Score -267680.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -267736.406250 Penalty: 2621.415283
	Iteration 20F: 3 clusters Score -267736.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -267771.500000 Penalty: 2621.415283
	Iteration 21Q: 3 clusters Score -267771.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -267800.562500 Penalty: 2621.415283
	Iteration 22Q: 3 clusters Score -267800.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -267810.937500 Penalty: 2621.415283
	Iteration 23Q: 3 clusters Score -267810.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -267814.000000 Penalty: 2621.415283
	Iteration 24Q: 3 clusters Score -267814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -267815.531250 Penalty: 2621.415283
	Iteration 25Q: 3 clusters Score -267815.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -267816.250000 Penalty: 2621.415283
	Iteration 26Q: 3 clusters Score -267816.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -267816.656250 Penalty: 2621.415283
	Iteration 27Q: 3 clusters Score -267816.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -267817.000000 Penalty: 2621.415283
	Iteration 28Q: 3 clusters Score -267817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -267817.750000 Penalty: 2621.415283
	Iteration 29Q: 3 clusters Score -267817.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -267820.750000 Penalty: 2621.415283
	Iteration 30Q: 3 clusters Score -267820.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -267824.500000 Penalty: 2621.415283
	Iteration 31Q: 3 clusters Score -267824.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -267826.562500 Penalty: 2621.415283
	Iteration 32Q: 3 clusters Score -267826.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -267827.000000 Penalty: 2621.415283
	Iteration 33Q: 3 clusters Score -267827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -267827.187500 Penalty: 2621.415283
	Iteration 34Q: 3 clusters Score -267827.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -267827.187500 Penalty: 2621.415283
	Iteration 35F: 3 clusters Score -267827.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Entering Unmasked Estep 
Score: -166707.046875 Penalty: 1240.893799
	Iteration 0F: 2 clusters Score -166707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -164587.734375 Penalty: 2481.787598
	Iteration 0F: 3 clusters Score -164587.7 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165133.156250 Penalty: 2481.787598
	Iteration 1F: 3 clusters Score -165133.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -165331.453125 Penalty: 2481.787598
	Iteration 2F: 3 clusters Score -165331.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165462.921875 Penalty: 2481.787598
	Iteration 3F: 3 clusters Score -165462.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -165571.609375 Penalty: 2481.787598
	Iteration 4Q: 3 clusters Score -165571.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -165666.812500 Penalty: 2481.787598
	Iteration 5Q: 3 clusters Score -165666.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -165731.031250 Penalty: 2481.787598
	Iteration 6Q: 3 clusters Score -165731 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -165780.000000 Penalty: 2481.787598
	Iteration 7Q: 3 clusters Score -165780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -165815.734375 Penalty: 2481.787598
	Iteration 8Q: 3 clusters Score -165815.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -165843.890625 Penalty: 2481.787598
	Iteration 9Q: 3 clusters Score -165843.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165877.734375 Penalty: 2481.787598
	Iteration 10Q: 3 clusters Score -165877.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -165925.921875 Penalty: 2481.787598
	Iteration 11Q: 3 clusters Score -165925.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -165969.250000 Penalty: 2481.787598
	Iteration 12Q: 3 clusters Score -165969.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -166009.656250 Penalty: 2481.787598
	Iteration 13Q: 3 clusters Score -166009.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -166068.171875 Penalty: 2481.787598
	Iteration 14Q: 3 clusters Score -166068.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -166133.609375 Penalty: 2481.787598
	Iteration 15Q: 3 clusters Score -166133.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -166176.546875 Penalty: 2481.787598
	Iteration 16Q: 3 clusters Score -166176.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -166224.781250 Penalty: 2481.787598
	Iteration 17Q: 3 clusters Score -166224.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -166256.890625 Penalty: 2481.787598
	Iteration 18Q: 3 clusters Score -166256.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -166285.859375 Penalty: 2481.787598
	Iteration 19Q: 3 clusters Score -166285.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -166317.015625 Penalty: 2481.787598
	Iteration 20F: 3 clusters Score -166317 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -166349.968750 Penalty: 2481.787598
	Iteration 21Q: 3 clusters Score -166350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -166380.531250 Penalty: 2481.787598
	Iteration 22Q: 3 clusters Score -166380.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -166418.109375 Penalty: 2481.787598
	Iteration 23Q: 3 clusters Score -166418.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -166473.109375 Penalty: 2481.787598
	Iteration 24Q: 3 clusters Score -166473.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -166511.328125 Penalty: 2481.787598
	Iteration 25Q: 3 clusters Score -166511.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -166539.250000 Penalty: 2481.787598
	Iteration 26Q: 3 clusters Score -166539.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -166554.859375 Penalty: 2481.787598
	Iteration 27Q: 3 clusters Score -166554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -166562.671875 Penalty: 2481.787598
	Iteration 28Q: 3 clusters Score -166562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -166564.968750 Penalty: 2481.787598
	Iteration 29Q: 3 clusters Score -166565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -166569.125000 Penalty: 2481.787598
	Iteration 30Q: 3 clusters Score -166569.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -166570.031250 Penalty: 2481.787598
	Iteration 31Q: 3 clusters Score -166570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -166570.031250 Penalty: 2481.787598
	Iteration 32F: 3 clusters Score -166570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -433006.593750 Penalty: 1389.728394
	Iteration 0F: 2 clusters Score -433006.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -428919.750000 Penalty: 2779.456787
	Iteration 0F: 3 clusters Score -428919.8 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -430431.750000 Penalty: 2779.456787
	Iteration 1F: 3 clusters Score -430431.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -430958.406250 Penalty: 2779.456787
	Iteration 2F: 3 clusters Score -430958.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -431431.687500 Penalty: 2779.456787
	Iteration 3F: 3 clusters Score -431431.7 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -431782.187500 Penalty: 2779.456787
	Iteration 4F: 3 clusters Score -431782.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -432056.718750 Penalty: 2779.456787
	Iteration 5F: 3 clusters Score -432056.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -432263.812500 Penalty: 2779.456787
	Iteration 6Q: 3 clusters Score -432263.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -432379.343750 Penalty: 2779.456787
	Iteration 7Q: 3 clusters Score -432379.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -432454.125000 Penalty: 2779.456787
	Iteration 8Q: 3 clusters Score -432454.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -432512.437500 Penalty: 2779.456787
	Iteration 9Q: 3 clusters Score -432512.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -432563.843750 Penalty: 2779.456787
	Iteration 10Q: 3 clusters Score -432563.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -432595.437500 Penalty: 2779.456787
	Iteration 11Q: 3 clusters Score -432595.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -432618.343750 Penalty: 2779.456787
	Iteration 12Q: 3 clusters Score -432618.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -432638.250000 Penalty: 2779.456787
	Iteration 13Q: 3 clusters Score -432638.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -432652.750000 Penalty: 2779.456787
	Iteration 14Q: 3 clusters Score -432652.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -432663.531250 Penalty: 2779.456787
	Iteration 15Q: 3 clusters Score -432663.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -432669.281250 Penalty: 2779.456787
	Iteration 16Q: 3 clusters Score -432669.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -432675.781250 Penalty: 2779.456787
	Iteration 17Q: 3 clusters Score -432675.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -432679.437500 Penalty: 2779.456787
	Iteration 18Q: 3 clusters Score -432679.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -432683.906250 Penalty: 2779.456787
	Iteration 19Q: 3 clusters Score -432683.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -432691.375000 Penalty: 2779.456787
	Iteration 20F: 3 clusters Score -432691.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -432694.281250 Penalty: 2779.456787
	Iteration 21Q: 3 clusters Score -432694.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -432698.156250 Penalty: 2779.456787
	Iteration 22Q: 3 clusters Score -432698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -432705.250000 Penalty: 2779.456787
	Iteration 23Q: 3 clusters Score -432705.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -432709.343750 Penalty: 2779.456787
	Iteration 24Q: 3 clusters Score -432709.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -432711.375000 Penalty: 2779.456787
	Iteration 25Q: 3 clusters Score -432711.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -432712.468750 Penalty: 2779.456787
	Iteration 26Q: 3 clusters Score -432712.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -432714.187500 Penalty: 2779.456787
	Iteration 27Q: 3 clusters Score -432714.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -432715.718750 Penalty: 2779.456787
	Iteration 28Q: 3 clusters Score -432715.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -432720.343750 Penalty: 2779.456787
	Iteration 29Q: 3 clusters Score -432720.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -432724.843750 Penalty: 2779.456787
	Iteration 30Q: 3 clusters Score -432724.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -432727.437500 Penalty: 2779.456787
	Iteration 31Q: 3 clusters Score -432727.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -432727.250000 Penalty: 2779.456787
	Iteration 32Q: 3 clusters Score -432727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -432729.062500 Penalty: 2779.456787
	Iteration 33Q: 3 clusters Score -432729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -432732.375000 Penalty: 2779.456787
	Iteration 34Q: 3 clusters Score -432732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -432734.687500 Penalty: 2779.456787
	Iteration 35Q: 3 clusters Score -432734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -432736.968750 Penalty: 2779.456787
	Iteration 36Q: 3 clusters Score -432737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -432738.375000 Penalty: 2779.456787
	Iteration 37Q: 3 clusters Score -432738.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -432740.625000 Penalty: 2779.456787
	Iteration 38Q: 3 clusters Score -432740.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -432741.468750 Penalty: 2779.456787
	Iteration 39Q: 3 clusters Score -432741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -432743.031250 Penalty: 2779.456787
	Iteration 40F: 3 clusters Score -432743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -432744.875000 Penalty: 2779.456787
	Iteration 41Q: 3 clusters Score -432744.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -432748.250000 Penalty: 2779.456787
	Iteration 42Q: 3 clusters Score -432748.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -432748.375000 Penalty: 2779.456787
	Iteration 43Q: 3 clusters Score -432748.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -432749.843750 Penalty: 2779.456787
	Iteration 44Q: 3 clusters Score -432749.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -432749.156250 Penalty: 2779.456787
	Iteration 45Q: 3 clusters Score -432749.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -432751.562500 Penalty: 2779.456787
	Iteration 46Q: 3 clusters Score -432751.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -432753.437500 Penalty: 2779.456787
	Iteration 47Q: 3 clusters Score -432753.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -432756.125000 Penalty: 2779.456787
	Iteration 48Q: 3 clusters Score -432756.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -432758.500000 Penalty: 2779.456787
	Iteration 49Q: 3 clusters Score -432758.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -432761.343750 Penalty: 2779.456787
	Iteration 50Q: 3 clusters Score -432761.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -432764.812500 Penalty: 2779.456787
	Iteration 51Q: 3 clusters Score -432764.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -432767.468750 Penalty: 2779.456787
	Iteration 52Q: 3 clusters Score -432767.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -432768.843750 Penalty: 2779.456787
	Iteration 53Q: 3 clusters Score -432768.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -432770.343750 Penalty: 2779.456787
	Iteration 54Q: 3 clusters Score -432770.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -432770.968750 Penalty: 2779.456787
	Iteration 55Q: 3 clusters Score -432771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -432771.125000 Penalty: 2779.456787
	Iteration 56Q: 3 clusters Score -432771.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -432771.125000 Penalty: 2779.456787
	Iteration 57F: 3 clusters Score -432771.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -258931.921875 Penalty: 1315.386108
	Iteration 0F: 2 clusters Score -258931.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -256031.921875 Penalty: 2630.772217
	Iteration 0F: 3 clusters Score -256031.9 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -256886.515625 Penalty: 2630.772217
	Iteration 1F: 3 clusters Score -256886.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -257177.203125 Penalty: 2630.772217
	Iteration 2F: 3 clusters Score -257177.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -257398.468750 Penalty: 2630.772217
	Iteration 3F: 3 clusters Score -257398.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -257567.796875 Penalty: 2630.772217
	Iteration 4F: 3 clusters Score -257567.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -257681.937500 Penalty: 2630.772217
	Iteration 5Q: 3 clusters Score -257681.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -257756.921875 Penalty: 2630.772217
	Iteration 6Q: 3 clusters Score -257756.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -257822.000000 Penalty: 2630.772217
	Iteration 7Q: 3 clusters Score -257822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257873.187500 Penalty: 2630.772217
	Iteration 8Q: 3 clusters Score -257873.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -257907.625000 Penalty: 2630.772217
	Iteration 9Q: 3 clusters Score -257907.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -257940.031250 Penalty: 2630.772217
	Iteration 10Q: 3 clusters Score -257940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -257964.750000 Penalty: 2630.772217
	Iteration 11Q: 3 clusters Score -257964.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -257980.500000 Penalty: 2630.772217
	Iteration 12Q: 3 clusters Score -257980.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -257995.781250 Penalty: 2630.772217
	Iteration 13Q: 3 clusters Score -257995.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -258005.250000 Penalty: 2630.772217
	Iteration 14Q: 3 clusters Score -258005.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258012.812500 Penalty: 2630.772217
	Iteration 15Q: 3 clusters Score -258012.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258017.578125 Penalty: 2630.772217
	Iteration 16Q: 3 clusters Score -258017.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -258022.250000 Penalty: 2630.772217
	Iteration 17Q: 3 clusters Score -258022.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -258027.171875 Penalty: 2630.772217
	Iteration 18Q: 3 clusters Score -258027.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -258031.015625 Penalty: 2630.772217
	Iteration 19Q: 3 clusters Score -258031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -258033.390625 Penalty: 2630.772217
	Iteration 20F: 3 clusters Score -258033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -258037.421875 Penalty: 2630.772217
	Iteration 21Q: 3 clusters Score -258037.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -258039.625000 Penalty: 2630.772217
	Iteration 22Q: 3 clusters Score -258039.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -258040.500000 Penalty: 2630.772217
	Iteration 23Q: 3 clusters Score -258040.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -258040.843750 Penalty: 2630.772217
	Iteration 24Q: 3 clusters Score -258040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258041.515625 Penalty: 2630.772217
	Iteration 25Q: 3 clusters Score -258041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258041.750000 Penalty: 2630.772217
	Iteration 26Q: 3 clusters Score -258041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258041.750000 Penalty: 2630.772217
	Iteration 27F: 3 clusters Score -258041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Entering Unmasked Estep 
Score: -281575.718750 Penalty: 1317.406616
	Iteration 0F: 2 clusters Score -281575.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -278606.750000 Penalty: 2634.813232
	Iteration 0F: 3 clusters Score -278606.8 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -279368.000000 Penalty: 2634.813232
	Iteration 1F: 3 clusters Score -279368 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -279588.531250 Penalty: 2634.813232
	Iteration 2F: 3 clusters Score -279588.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -279791.250000 Penalty: 2634.813232
	Iteration 3F: 3 clusters Score -279791.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -279992.062500 Penalty: 2634.813232
	Iteration 4F: 3 clusters Score -279992.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -280192.656250 Penalty: 2634.813232
	Iteration 5F: 3 clusters Score -280192.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -280331.718750 Penalty: 2634.813232
	Iteration 6F: 3 clusters Score -280331.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -280420.843750 Penalty: 2634.813232
	Iteration 7Q: 3 clusters Score -280420.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -280484.531250 Penalty: 2634.813232
	Iteration 8Q: 3 clusters Score -280484.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -280516.500000 Penalty: 2634.813232
	Iteration 9Q: 3 clusters Score -280516.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -280535.375000 Penalty: 2634.813232
	Iteration 10Q: 3 clusters Score -280535.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -280550.437500 Penalty: 2634.813232
	Iteration 11Q: 3 clusters Score -280550.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -280560.218750 Penalty: 2634.813232
	Iteration 12Q: 3 clusters Score -280560.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -280568.593750 Penalty: 2634.813232
	Iteration 13Q: 3 clusters Score -280568.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -280572.625000 Penalty: 2634.813232
	Iteration 14Q: 3 clusters Score -280572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -280577.625000 Penalty: 2634.813232
	Iteration 15Q: 3 clusters Score -280577.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -280581.125000 Penalty: 2634.813232
	Iteration 16Q: 3 clusters Score -280581.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -280586.062500 Penalty: 2634.813232
	Iteration 17Q: 3 clusters Score -280586.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -280589.375000 Penalty: 2634.813232
	Iteration 18Q: 3 clusters Score -280589.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -280590.281250 Penalty: 2634.813232
	Iteration 19Q: 3 clusters Score -280590.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -280591.781250 Penalty: 2634.813232
	Iteration 20F: 3 clusters Score -280591.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -280592.625000 Penalty: 2634.813232
	Iteration 21Q: 3 clusters Score -280592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -280592.625000 Penalty: 2634.813232
	Iteration 22F: 3 clusters Score -280592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Entering Unmasked Estep 
Score: -843103.625000 Penalty: 1491.025513
	Iteration 0F: 2 clusters Score -843103.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -836211.437500 Penalty: 2982.051025
	Iteration 0F: 3 clusters Score -836211.4 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -838568.125000 Penalty: 2982.051025
	Iteration 1F: 3 clusters Score -838568.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -838880.937500 Penalty: 2982.051025
	Iteration 2F: 3 clusters Score -838880.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -839226.000000 Penalty: 2982.051025
	Iteration 3F: 3 clusters Score -839226 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -839632.500000 Penalty: 2982.051025
	Iteration 4F: 3 clusters Score -839632.5 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -840123.500000 Penalty: 2982.051025
	Iteration 5F: 3 clusters Score -840123.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -840641.125000 Penalty: 2982.051025
	Iteration 6F: 3 clusters Score -840641.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -841048.500000 Penalty: 2982.051025
	Iteration 7F: 3 clusters Score -841048.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -841364.125000 Penalty: 2982.051025
	Iteration 8Q: 3 clusters Score -841364.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -841601.187500 Penalty: 2982.051025
	Iteration 9Q: 3 clusters Score -841601.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -841825.625000 Penalty: 2982.051025
	Iteration 10Q: 3 clusters Score -841825.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -842023.562500 Penalty: 2982.051025
	Iteration 11Q: 3 clusters Score -842023.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -842187.437500 Penalty: 2982.051025
	Iteration 12Q: 3 clusters Score -842187.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -842343.437500 Penalty: 2982.051025
	Iteration 13Q: 3 clusters Score -842343.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -842434.500000 Penalty: 2982.051025
	Iteration 14Q: 3 clusters Score -842434.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -842471.812500 Penalty: 2982.051025
	Iteration 15Q: 3 clusters Score -842471.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -842500.250000 Penalty: 2982.051025
	Iteration 16Q: 3 clusters Score -842500.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -842509.062500 Penalty: 2982.051025
	Iteration 17Q: 3 clusters Score -842509.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -842512.500000 Penalty: 2982.051025
	Iteration 18Q: 3 clusters Score -842512.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -842514.375000 Penalty: 2982.051025
	Iteration 19Q: 3 clusters Score -842514.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -842516.875000 Penalty: 2982.051025
	Iteration 20F: 3 clusters Score -842516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -842521.125000 Penalty: 2982.051025
	Iteration 21Q: 3 clusters Score -842521.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -842521.375000 Penalty: 2982.051025
	Iteration 22Q: 3 clusters Score -842521.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -842520.375000 Penalty: 2982.051025
	Iteration 23Q: 3 clusters Score -842520.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -842520.375000 Penalty: 2982.051025
	Iteration 24F: 3 clusters Score -842520.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Entering Unmasked Estep 
Score: -3924060.000000 Penalty: 1739.976929
	Iteration 0F: 2 clusters Score -3924060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3894024.500000 Penalty: 3479.953857
	Iteration 0F: 3 clusters Score -3894024 nChanged 20973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -3905756.000000 Penalty: 3479.953857
	Iteration 1F: 3 clusters Score -3905756 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -3906277.250000 Penalty: 3479.953857
	Iteration 2Q: 3 clusters Score -3906277 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 23655 members 
Entering Unmasked Estep 
Score: -3906889.250000 Penalty: 3479.953857
	Iteration 3Q: 3 clusters Score -3906889 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -3907628.750000 Penalty: 3479.953857
	Iteration 4Q: 3 clusters Score -3907629 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3908587.500000 Penalty: 3479.953857
	Iteration 5Q: 3 clusters Score -3908588 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 27263 members 
Entering Unmasked Estep 
Score: -3909859.250000 Penalty: 3479.953857
	Iteration 6F: 3 clusters Score -3909859 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 29190 members 
Entering Unmasked Estep 
Score: -3911416.250000 Penalty: 3479.953857
	Iteration 7F: 3 clusters Score -3911416 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -3913258.500000 Penalty: 3479.953857
	Iteration 8F: 3 clusters Score -3913258 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 33939 members 
Entering Unmasked Estep 
Score: -3915298.000000 Penalty: 3479.953857
	Iteration 9F: 3 clusters Score -3915298 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 36499 members 
Entering Unmasked Estep 
Score: -3917319.500000 Penalty: 3479.953857
	Iteration 10F: 3 clusters Score -3917320 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 38675 members 
Entering Unmasked Estep 
Score: -3918986.250000 Penalty: 3479.953857
	Iteration 11F: 3 clusters Score -3918986 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -3920308.250000 Penalty: 3479.953857
	Iteration 12Q: 3 clusters Score -3920308 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -3921255.500000 Penalty: 3479.953857
	Iteration 13Q: 3 clusters Score -3921256 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -3921869.750000 Penalty: 3479.953857
	Iteration 14Q: 3 clusters Score -3921870 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 43158 members 
Entering Unmasked Estep 
Score: -3922302.750000 Penalty: 3479.953857
	Iteration 15Q: 3 clusters Score -3922303 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -3922553.000000 Penalty: 3479.953857
	Iteration 16Q: 3 clusters Score -3922553 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -3922716.750000 Penalty: 3479.953857
	Iteration 17Q: 3 clusters Score -3922717 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -3922805.750000 Penalty: 3479.953857
	Iteration 18Q: 3 clusters Score -3922806 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 43782 members 
Entering Unmasked Estep 
Score: -3922863.500000 Penalty: 3479.953857
	Iteration 19Q: 3 clusters Score -3922864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -3922874.750000 Penalty: 3479.953857
	Iteration 20F: 3 clusters Score -3922875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43819 members 
Entering Unmasked Estep 
Score: -3922899.000000 Penalty: 3479.953857
	Iteration 21Q: 3 clusters Score -3922899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -3922908.750000 Penalty: 3479.953857
	Iteration 22Q: 3 clusters Score -3922909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -3922922.000000 Penalty: 3479.953857
	Iteration 23Q: 3 clusters Score -3922922 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -3922933.750000 Penalty: 3479.953857
	Iteration 24Q: 3 clusters Score -3922934 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -3922940.750000 Penalty: 3479.953857
	Iteration 25Q: 3 clusters Score -3922941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -3922951.750000 Penalty: 3479.953857
	Iteration 26Q: 3 clusters Score -3922952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -3922949.250000 Penalty: 3479.953857
	Iteration 27Q: 3 clusters Score -3922949 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -3922949.250000 Penalty: 3479.953857
	Iteration 28F: 3 clusters Score -3922949 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1114937.375000 Penalty: 1529.565308
	Iteration 0F: 2 clusters Score -1114937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1106303.875000 Penalty: 3059.130615
	Iteration 0F: 3 clusters Score -1106304 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1109140.375000 Penalty: 3059.130615
	Iteration 1F: 3 clusters Score -1109140 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1109375.500000 Penalty: 3059.130615
	Iteration 2F: 3 clusters Score -1109376 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1109553.250000 Penalty: 3059.130615
	Iteration 3Q: 3 clusters Score -1109553 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1109708.875000 Penalty: 3059.130615
	Iteration 4Q: 3 clusters Score -1109709 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1109883.750000 Penalty: 3059.130615
	Iteration 5Q: 3 clusters Score -1109884 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1110083.375000 Penalty: 3059.130615
	Iteration 6Q: 3 clusters Score -1110083 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1110335.750000 Penalty: 3059.130615
	Iteration 7Q: 3 clusters Score -1110336 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1110712.750000 Penalty: 3059.130615
	Iteration 8Q: 3 clusters Score -1110713 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1111247.750000 Penalty: 3059.130615
	Iteration 9F: 3 clusters Score -1111248 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1111875.750000 Penalty: 3059.130615
	Iteration 10F: 3 clusters Score -1111876 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1112446.375000 Penalty: 3059.130615
	Iteration 11Q: 3 clusters Score -1112446 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1112831.375000 Penalty: 3059.130615
	Iteration 12Q: 3 clusters Score -1112831 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1113068.750000 Penalty: 3059.130615
	Iteration 13Q: 3 clusters Score -1113069 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1113221.000000 Penalty: 3059.130615
	Iteration 14Q: 3 clusters Score -1113221 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1113316.375000 Penalty: 3059.130615
	Iteration 15Q: 3 clusters Score -1113316 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1113379.125000 Penalty: 3059.130615
	Iteration 16Q: 3 clusters Score -1113379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1113417.250000 Penalty: 3059.130615
	Iteration 17Q: 3 clusters Score -1113417 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1113441.625000 Penalty: 3059.130615
	Iteration 18Q: 3 clusters Score -1113442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1113456.000000 Penalty: 3059.130615
	Iteration 19Q: 3 clusters Score -1113456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1113476.250000 Penalty: 3059.130615
	Iteration 20F: 3 clusters Score -1113476 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1113497.500000 Penalty: 3059.130615
	Iteration 21Q: 3 clusters Score -1113498 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1113518.875000 Penalty: 3059.130615
	Iteration 22Q: 3 clusters Score -1113519 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1113536.625000 Penalty: 3059.130615
	Iteration 23Q: 3 clusters Score -1113537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1113562.500000 Penalty: 3059.130615
	Iteration 24Q: 3 clusters Score -1113562 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1113576.875000 Penalty: 3059.130615
	Iteration 25Q: 3 clusters Score -1113577 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1113584.625000 Penalty: 3059.130615
	Iteration 26Q: 3 clusters Score -1113585 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1113586.250000 Penalty: 3059.130615
	Iteration 27Q: 3 clusters Score -1113586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1113588.750000 Penalty: 3059.130615
	Iteration 28Q: 3 clusters Score -1113589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1113590.375000 Penalty: 3059.130615
	Iteration 29Q: 3 clusters Score -1113590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1113593.000000 Penalty: 3059.130615
	Iteration 30Q: 3 clusters Score -1113593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1113596.750000 Penalty: 3059.130615
	Iteration 31Q: 3 clusters Score -1113597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1113598.625000 Penalty: 3059.130615
	Iteration 32Q: 3 clusters Score -1113599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1113601.000000 Penalty: 3059.130615
	Iteration 33Q: 3 clusters Score -1113601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1113602.750000 Penalty: 3059.130615
	Iteration 34Q: 3 clusters Score -1113603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1113606.000000 Penalty: 3059.130615
	Iteration 35Q: 3 clusters Score -1113606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1113613.625000 Penalty: 3059.130615
	Iteration 36Q: 3 clusters Score -1113614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1113616.375000 Penalty: 3059.130615
	Iteration 37Q: 3 clusters Score -1113616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1113619.750000 Penalty: 3059.130615
	Iteration 38Q: 3 clusters Score -1113620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1113620.375000 Penalty: 3059.130615
	Iteration 39Q: 3 clusters Score -1113620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1113622.500000 Penalty: 3059.130615
	Iteration 40F: 3 clusters Score -1113622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110276 members 
Entering Unmasked Estep 
Score: -9606793.000000 Penalty: 1886.745483
	Iteration 0F: 2 clusters Score -9606793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55166 members 
Mstep: Class 2 contains 55110 members 
Entering Unmasked Estep 
Score: -9532718.000000 Penalty: 3773.490967
	Iteration 0F: 3 clusters Score -9532718 nChanged 52746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -9563978.000000 Penalty: 3773.490967
	Iteration 1F: 3 clusters Score -9563978 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55494 members 
Mstep: Class 2 contains 54782 members 
Entering Unmasked Estep 
Score: -9565532.000000 Penalty: 3773.490967
	Iteration 2Q: 3 clusters Score -9565532 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -9568038.000000 Penalty: 3773.490967
	Iteration 3Q: 3 clusters Score -9568038 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54930 members 
Mstep: Class 2 contains 55346 members 
Entering Unmasked Estep 
Score: -9571688.000000 Penalty: 3773.490967
	Iteration 4F: 3 clusters Score -9571688 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 55658 members 
Entering Unmasked Estep 
Score: -9577072.000000 Penalty: 3773.490967
	Iteration 5F: 3 clusters Score -9577072 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -9583183.000000 Penalty: 3773.490967
	Iteration 6F: 3 clusters Score -9583183 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 55503 members 
Entering Unmasked Estep 
Score: -9587754.000000 Penalty: 3773.490967
	Iteration 7F: 3 clusters Score -9587754 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -9590225.000000 Penalty: 3773.490967
	Iteration 8Q: 3 clusters Score -9590225 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -9591192.000000 Penalty: 3773.490967
	Iteration 9Q: 3 clusters Score -9591192 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56276 members 
Mstep: Class 2 contains 54000 members 
Entering Unmasked Estep 
Score: -9591697.000000 Penalty: 3773.490967
	Iteration 10Q: 3 clusters Score -9591697 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 53572 members 
Entering Unmasked Estep 
Score: -9592059.000000 Penalty: 3773.490967
	Iteration 11Q: 3 clusters Score -9592059 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57083 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -9592339.000000 Penalty: 3773.490967
	Iteration 12Q: 3 clusters Score -9592339 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -9592565.000000 Penalty: 3773.490967
	Iteration 13Q: 3 clusters Score -9592565 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -9592776.000000 Penalty: 3773.490967
	Iteration 14Q: 3 clusters Score -9592776 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58472 members 
Mstep: Class 2 contains 51804 members 
Entering Unmasked Estep 
Score: -9592920.000000 Penalty: 3773.490967
	Iteration 15Q: 3 clusters Score -9592920 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58982 members 
Mstep: Class 2 contains 51294 members 
Entering Unmasked Estep 
Score: -9593100.000000 Penalty: 3773.490967
	Iteration 16Q: 3 clusters Score -9593100 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 50738 members 
Entering Unmasked Estep 
Score: -9593247.000000 Penalty: 3773.490967
	Iteration 17Q: 3 clusters Score -9593247 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60118 members 
Mstep: Class 2 contains 50158 members 
Entering Unmasked Estep 
Score: -9593333.000000 Penalty: 3773.490967
	Iteration 18Q: 3 clusters Score -9593333 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 60694 members 
Mstep: Class 2 contains 49582 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9593465 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61307 members 
Mstep: Class 2 contains 48969 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9593581 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61915 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9593690 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62532 members 
Mstep: Class 2 contains 47744 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9593752 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 47136 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9593856 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63737 members 
Mstep: Class 2 contains 46539 members 
Entering Unmasked Estep 
Score: -9593915.000000 Penalty: 3773.490967
	Iteration 24Q: 3 clusters Score -9593915 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64382 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -9593993.000000 Penalty: 3773.490967
	Iteration 25Q: 3 clusters Score -9593993 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -9594103.000000 Penalty: 3773.490967
	Iteration 26Q: 3 clusters Score -9594103 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -9594162.000000 Penalty: 3773.490967
	Iteration 27Q: 3 clusters Score -9594162 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66404 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -9594240.000000 Penalty: 3773.490967
	Iteration 28Q: 3 clusters Score -9594240 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -9594346.000000 Penalty: 3773.490967
	Iteration 29Q: 3 clusters Score -9594346 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9594459 nChanged 704
Entering Unmasked Mstep 
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Mstep: Class 1 contains 68501 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9594570 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 41086 members 
Entering Unmasked Estep 
Score: -9594644.000000 Penalty: 3773.490967
	Iteration 32Q: 3 clusters Score -9594644 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69888 members 
Mstep: Class 2 contains 40388 members 
Entering Unmasked Estep 
Score: -9594737.000000 Penalty: 3773.490967
	Iteration 33Q: 3 clusters Score -9594737 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70608 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9594824 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71337 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -9594926.000000 Penalty: 3773.490967
	Iteration 35Q: 3 clusters Score -9594926 nChanged 751
Entering Unmasked Mstep 
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Mstep: Class 1 contains 72088 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -9595007.000000 Penalty: 3773.490967
	Iteration 36Q: 3 clusters Score -9595007 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72920 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9595103 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73786 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9595260 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 35613 members 
Entering Unmasked Estep 
Score: -9595344.000000 Penalty: 3773.490967
	Iteration 39Q: 3 clusters Score -9595344 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75554 members 
Mstep: Class 2 contains 34722 members 
Entering Unmasked Estep 
Score: -9595481.000000 Penalty: 3773.490967
	Iteration 40F: 3 clusters Score -9595481 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76489 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9595603 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77489 members 
Mstep: Class 2 contains 32787 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9595748 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78514 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -9595932.000000 Penalty: 3773.490967
	Iteration 43Q: 3 clusters Score -9595932 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79557 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9596133 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9596377 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81759 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9596554 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82843 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9596802 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9597001 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84990 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9597281 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86077 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9597532 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87157 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9597743 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88261 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9598006 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9598246 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90523 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9598589 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91649 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9598896 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 17495 members 
Entering Unmasked Estep 
Score: -9599205.000000 Penalty: 3773.490967
	Iteration 56Q: 3 clusters Score -9599205 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93903 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9599460 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95071 members 
Mstep: Class 2 contains 15205 members 
Entering Unmasked Estep 
Score: -9599756.000000 Penalty: 3773.490967
	Iteration 58Q: 3 clusters Score -9599756 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96237 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9600137 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97402 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -9600532.000000 Penalty: 3773.490967
	Iteration 60F: 3 clusters Score -9600532 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98522 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9600863 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99610 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9601215 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100677 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9601638 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101713 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -9601931.000000 Penalty: 3773.490967
	Iteration 64Q: 3 clusters Score -9601931 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102685 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -9602237.000000 Penalty: 3773.490967
	Iteration 65Q: 3 clusters Score -9602237 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103637 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9602659 nChanged 887
Entering Unmasked Mstep 
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Mstep: Class 1 contains 104524 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -9603022.000000 Penalty: 3773.490967
	Iteration 67Q: 3 clusters Score -9603022 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105306 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -9603325.000000 Penalty: 3773.490967
	Iteration 68Q: 3 clusters Score -9603325 nChanged 674
Entering Unmasked Mstep 
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Mstep: Class 1 contains 105980 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -9603640.000000 Penalty: 3773.490967
	Iteration 69Q: 3 clusters Score -9603640 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9603985 nChanged 547
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107119 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9604298 nChanged 446
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107547 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9604504 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 107876 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9604770 nChanged 261
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108107 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -9604934.000000 Penalty: 3773.490967
	Iteration 74Q: 3 clusters Score -9604934 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108278 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9605064 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108414 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -9605173.000000 Penalty: 3773.490967
	Iteration 76Q: 3 clusters Score -9605173 nChanged 142
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108518 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9605255 nChanged 118
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Mstep: Class 1 contains 108600 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9605297 nChanged 86
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Mstep: Class 1 contains 108654 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9605322.000000 Penalty: 3773.490967
	Iteration 79Q: 3 clusters Score -9605322 nChanged 82
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Mstep: Class 1 contains 108702 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -9605351.000000 Penalty: 3773.490967
	Iteration 80F: 3 clusters Score -9605351 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108746 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9605392.000000 Penalty: 3773.490967
	Iteration 81Q: 3 clusters Score -9605392 nChanged 69
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Mstep: Class 1 contains 108775 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9605417 nChanged 56
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Mstep: Class 1 contains 108799 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9605415 nChanged 50
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Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9605447 nChanged 49
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Mstep: Class 1 contains 108836 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9605474 nChanged 33
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Mstep: Class 1 contains 108849 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9605476 nChanged 30
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Mstep: Class 1 contains 108861 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9605488 nChanged 25
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Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9605486 nChanged 25
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Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9605510 nChanged 25
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Mstep: Class 1 contains 108890 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9605526 nChanged 14
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Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9605523 nChanged 11
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Mstep: Class 1 contains 108903 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9605524 nChanged 6
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Mstep: Class 1 contains 108907 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9605539 nChanged 5
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Mstep: Class 1 contains 108912 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9605544 nChanged 9
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Mstep: Class 1 contains 108915 members 
Mstep: Class 2 contains 1361 members 
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	Iteration 95Q: 3 clusters Score -9605548 nChanged 7
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Mstep: Class 1 contains 108918 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9605543 nChanged 5
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9605545 nChanged 4
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Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9605546 nChanged 3
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Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9605558 nChanged 4
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Mstep: Class 1 contains 108924 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9605557 nChanged 8
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Mstep: Class 1 contains 108932 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9605546 nChanged 7
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Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9605543 nChanged 6
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Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9605547 nChanged 3
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	Iteration 104Q: 3 clusters Score -9605545 nChanged 7
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9605533 nChanged 4
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9605529 nChanged 2
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9605528 nChanged 3
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9605530 nChanged 2
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9605527 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9605526 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108950 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -9605534.000000 Penalty: 3773.490967
	Iteration 111Q: 3 clusters Score -9605534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9605529.000000 Penalty: 3773.490967
	Iteration 112Q: 3 clusters Score -9605529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -9605529.000000 Penalty: 3773.490967
	Iteration 113F: 3 clusters Score -9605529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Entering Unmasked Estep 
Score: -1143490.625000 Penalty: 1536.706177
	Iteration 0F: 2 clusters Score -1143491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1134521.125000 Penalty: 3073.412354
	Iteration 0F: 3 clusters Score -1134521 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1137514.250000 Penalty: 3073.412354
	Iteration 1F: 3 clusters Score -1137514 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1137821.875000 Penalty: 3073.412354
	Iteration 2F: 3 clusters Score -1137822 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1138115.750000 Penalty: 3073.412354
	Iteration 3F: 3 clusters Score -1138116 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1138355.875000 Penalty: 3073.412354
	Iteration 4Q: 3 clusters Score -1138356 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1138587.125000 Penalty: 3073.412354
	Iteration 5Q: 3 clusters Score -1138587 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1138845.750000 Penalty: 3073.412354
	Iteration 6Q: 3 clusters Score -1138846 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1139129.375000 Penalty: 3073.412354
	Iteration 7Q: 3 clusters Score -1139129 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1139423.125000 Penalty: 3073.412354
	Iteration 8Q: 3 clusters Score -1139423 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1139718.625000 Penalty: 3073.412354
	Iteration 9Q: 3 clusters Score -1139719 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1139995.250000 Penalty: 3073.412354
	Iteration 10Q: 3 clusters Score -1139995 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1140276.250000 Penalty: 3073.412354
	Iteration 11Q: 3 clusters Score -1140276 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1140593.750000 Penalty: 3073.412354
	Iteration 12Q: 3 clusters Score -1140594 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1140867.250000 Penalty: 3073.412354
	Iteration 13Q: 3 clusters Score -1140867 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1141107.875000 Penalty: 3073.412354
	Iteration 14Q: 3 clusters Score -1141108 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1141298.750000 Penalty: 3073.412354
	Iteration 15Q: 3 clusters Score -1141299 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1141438.500000 Penalty: 3073.412354
	Iteration 16Q: 3 clusters Score -1141438 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1141562.625000 Penalty: 3073.412354
	Iteration 17Q: 3 clusters Score -1141563 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1141653.375000 Penalty: 3073.412354
	Iteration 18Q: 3 clusters Score -1141653 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1141733.750000 Penalty: 3073.412354
	Iteration 19Q: 3 clusters Score -1141734 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1141795.750000 Penalty: 3073.412354
	Iteration 20F: 3 clusters Score -1141796 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1141852.500000 Penalty: 3073.412354
	Iteration 21Q: 3 clusters Score -1141852 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1141902.000000 Penalty: 3073.412354
	Iteration 22Q: 3 clusters Score -1141902 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1141946.750000 Penalty: 3073.412354
	Iteration 23Q: 3 clusters Score -1141947 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1141987.250000 Penalty: 3073.412354
	Iteration 24Q: 3 clusters Score -1141987 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1142036.000000 Penalty: 3073.412354
	Iteration 25Q: 3 clusters Score -1142036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1142066.375000 Penalty: 3073.412354
	Iteration 26Q: 3 clusters Score -1142066 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1142094.625000 Penalty: 3073.412354
	Iteration 27Q: 3 clusters Score -1142095 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1142109.875000 Penalty: 3073.412354
	Iteration 28Q: 3 clusters Score -1142110 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1142127.000000 Penalty: 3073.412354
	Iteration 29Q: 3 clusters Score -1142127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1142137.750000 Penalty: 3073.412354
	Iteration 30Q: 3 clusters Score -1142138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1142143.375000 Penalty: 3073.412354
	Iteration 31Q: 3 clusters Score -1142143 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1142149.375000 Penalty: 3073.412354
	Iteration 32Q: 3 clusters Score -1142149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1142159.125000 Penalty: 3073.412354
	Iteration 33Q: 3 clusters Score -1142159 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1142163.500000 Penalty: 3073.412354
	Iteration 34Q: 3 clusters Score -1142164 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1142174.875000 Penalty: 3073.412354
	Iteration 35Q: 3 clusters Score -1142175 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1142180.500000 Penalty: 3073.412354
	Iteration 36Q: 3 clusters Score -1142180 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1142185.375000 Penalty: 3073.412354
	Iteration 37Q: 3 clusters Score -1142185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1142190.375000 Penalty: 3073.412354
	Iteration 38Q: 3 clusters Score -1142190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1142191.500000 Penalty: 3073.412354
	Iteration 39Q: 3 clusters Score -1142192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1142192.500000 Penalty: 3073.412354
	Iteration 40F: 3 clusters Score -1142192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1142194.375000 Penalty: 3073.412354
	Iteration 41Q: 3 clusters Score -1142194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1142197.125000 Penalty: 3073.412354
	Iteration 42Q: 3 clusters Score -1142197 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1142198.375000 Penalty: 3073.412354
	Iteration 43Q: 3 clusters Score -1142198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1142200.750000 Penalty: 3073.412354
	Iteration 44Q: 3 clusters Score -1142201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1142201.625000 Penalty: 3073.412354
	Iteration 45Q: 3 clusters Score -1142202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1142203.875000 Penalty: 3073.412354
	Iteration 46Q: 3 clusters Score -1142204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1142211.000000 Penalty: 3073.412354
	Iteration 47Q: 3 clusters Score -1142211 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1142214.875000 Penalty: 3073.412354
	Iteration 48Q: 3 clusters Score -1142215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1142221.125000 Penalty: 3073.412354
	Iteration 49Q: 3 clusters Score -1142221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1142230.625000 Penalty: 3073.412354
	Iteration 50Q: 3 clusters Score -1142231 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1142234.375000 Penalty: 3073.412354
	Iteration 51Q: 3 clusters Score -1142234 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1142237.500000 Penalty: 3073.412354
	Iteration 52Q: 3 clusters Score -1142238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1142248.125000 Penalty: 3073.412354
	Iteration 53Q: 3 clusters Score -1142248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -1142256.500000 Penalty: 3073.412354
	Iteration 54Q: 3 clusters Score -1142256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1142268.125000 Penalty: 3073.412354
	Iteration 55Q: 3 clusters Score -1142268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1142283.500000 Penalty: 3073.412354
	Iteration 56Q: 3 clusters Score -1142284 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1142295.375000 Penalty: 3073.412354
	Iteration 57Q: 3 clusters Score -1142295 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1142309.750000 Penalty: 3073.412354
	Iteration 58Q: 3 clusters Score -1142310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1142320.375000 Penalty: 3073.412354
	Iteration 59Q: 3 clusters Score -1142320 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1142336.000000 Penalty: 3073.412354
	Iteration 60F: 3 clusters Score -1142336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1142352.375000 Penalty: 3073.412354
	Iteration 61Q: 3 clusters Score -1142352 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1142363.500000 Penalty: 3073.412354
	Iteration 62Q: 3 clusters Score -1142364 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1142384.250000 Penalty: 3073.412354
	Iteration 63Q: 3 clusters Score -1142384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1142404.875000 Penalty: 3073.412354
	Iteration 64Q: 3 clusters Score -1142405 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1142424.625000 Penalty: 3073.412354
	Iteration 65Q: 3 clusters Score -1142425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1142447.500000 Penalty: 3073.412354
	Iteration 66Q: 3 clusters Score -1142448 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1142470.250000 Penalty: 3073.412354
	Iteration 67Q: 3 clusters Score -1142470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1142482.125000 Penalty: 3073.412354
	Iteration 68Q: 3 clusters Score -1142482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1142503.375000 Penalty: 3073.412354
	Iteration 69Q: 3 clusters Score -1142503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1142526.500000 Penalty: 3073.412354
	Iteration 70Q: 3 clusters Score -1142526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1142544.875000 Penalty: 3073.412354
	Iteration 71Q: 3 clusters Score -1142545 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1142576.625000 Penalty: 3073.412354
	Iteration 72Q: 3 clusters Score -1142577 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1142619.125000 Penalty: 3073.412354
	Iteration 73Q: 3 clusters Score -1142619 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1142647.750000 Penalty: 3073.412354
	Iteration 74Q: 3 clusters Score -1142648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1142669.000000 Penalty: 3073.412354
	Iteration 75Q: 3 clusters Score -1142669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1142690.500000 Penalty: 3073.412354
	Iteration 76Q: 3 clusters Score -1142690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1142707.500000 Penalty: 3073.412354
	Iteration 77Q: 3 clusters Score -1142708 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1142719.375000 Penalty: 3073.412354
	Iteration 78Q: 3 clusters Score -1142719 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1142721.750000 Penalty: 3073.412354
	Iteration 79Q: 3 clusters Score -1142722 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1142731.250000 Penalty: 3073.412354
	Iteration 80F: 3 clusters Score -1142731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1142740.375000 Penalty: 3073.412354
	Iteration 81Q: 3 clusters Score -1142740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1142745.625000 Penalty: 3073.412354
	Iteration 82Q: 3 clusters Score -1142746 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1142757.125000 Penalty: 3073.412354
	Iteration 83Q: 3 clusters Score -1142757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1142761.875000 Penalty: 3073.412354
	Iteration 84Q: 3 clusters Score -1142762 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1142774.125000 Penalty: 3073.412354
	Iteration 85Q: 3 clusters Score -1142774 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1142785.250000 Penalty: 3073.412354
	Iteration 86Q: 3 clusters Score -1142785 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1142798.750000 Penalty: 3073.412354
	Iteration 87Q: 3 clusters Score -1142799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1142805.125000 Penalty: 3073.412354
	Iteration 88Q: 3 clusters Score -1142805 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -1142808.125000 Penalty: 3073.412354
	Iteration 89Q: 3 clusters Score -1142808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -1142806.625000 Penalty: 3073.412354
	Iteration 90Q: 3 clusters Score -1142807 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1142810.250000 Penalty: 3073.412354
	Iteration 91Q: 3 clusters Score -1142810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1142815.500000 Penalty: 3073.412354
	Iteration 92Q: 3 clusters Score -1142816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1142814.375000 Penalty: 3073.412354
	Iteration 93Q: 3 clusters Score -1142814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -1142815.000000 Penalty: 3073.412354
	Iteration 94Q: 3 clusters Score -1142815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1142814.875000 Penalty: 3073.412354
	Iteration 95Q: 3 clusters Score -1142815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1142813.500000 Penalty: 3073.412354
	Iteration 96Q: 3 clusters Score -1142814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1142813.500000 Penalty: 3073.412354
	Iteration 97F: 3 clusters Score -1142814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Entering Unmasked Estep 
Score: -535797.687500 Penalty: 1416.170654
	Iteration 0F: 2 clusters Score -535797.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -531140.375000 Penalty: 2832.341309
	Iteration 0F: 3 clusters Score -531140.4 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -532496.812500 Penalty: 2832.341309
	Iteration 1F: 3 clusters Score -532496.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -532793.000000 Penalty: 2832.341309
	Iteration 2F: 3 clusters Score -532793 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -533061.875000 Penalty: 2832.341309
	Iteration 3F: 3 clusters Score -533061.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -533322.062500 Penalty: 2832.341309
	Iteration 4F: 3 clusters Score -533322.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -533541.312500 Penalty: 2832.341309
	Iteration 5F: 3 clusters Score -533541.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -533731.250000 Penalty: 2832.341309
	Iteration 6Q: 3 clusters Score -533731.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -533931.250000 Penalty: 2832.341309
	Iteration 7Q: 3 clusters Score -533931.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -534097.875000 Penalty: 2832.341309
	Iteration 8Q: 3 clusters Score -534097.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -534199.500000 Penalty: 2832.341309
	Iteration 9Q: 3 clusters Score -534199.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -534298.500000 Penalty: 2832.341309
	Iteration 10Q: 3 clusters Score -534298.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -534383.000000 Penalty: 2832.341309
	Iteration 11Q: 3 clusters Score -534383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -534483.000000 Penalty: 2832.341309
	Iteration 12Q: 3 clusters Score -534483 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -534574.062500 Penalty: 2832.341309
	Iteration 13Q: 3 clusters Score -534574.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -534654.312500 Penalty: 2832.341309
	Iteration 14Q: 3 clusters Score -534654.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -534716.562500 Penalty: 2832.341309
	Iteration 15Q: 3 clusters Score -534716.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -534749.375000 Penalty: 2832.341309
	Iteration 16Q: 3 clusters Score -534749.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -534776.437500 Penalty: 2832.341309
	Iteration 17Q: 3 clusters Score -534776.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -534808.937500 Penalty: 2832.341309
	Iteration 18Q: 3 clusters Score -534808.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -534832.687500 Penalty: 2832.341309
	Iteration 19Q: 3 clusters Score -534832.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -534849.250000 Penalty: 2832.341309
	Iteration 20F: 3 clusters Score -534849.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -534866.750000 Penalty: 2832.341309
	Iteration 21Q: 3 clusters Score -534866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -534876.437500 Penalty: 2832.341309
	Iteration 22Q: 3 clusters Score -534876.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -534884.062500 Penalty: 2832.341309
	Iteration 23Q: 3 clusters Score -534884.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -534890.375000 Penalty: 2832.341309
	Iteration 24Q: 3 clusters Score -534890.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -534903.812500 Penalty: 2832.341309
	Iteration 25Q: 3 clusters Score -534903.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -534910.812500 Penalty: 2832.341309
	Iteration 26Q: 3 clusters Score -534910.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -534922.250000 Penalty: 2832.341309
	Iteration 27Q: 3 clusters Score -534922.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -534930.562500 Penalty: 2832.341309
	Iteration 28Q: 3 clusters Score -534930.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -534936.812500 Penalty: 2832.341309
	Iteration 29Q: 3 clusters Score -534936.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -534944.187500 Penalty: 2832.341309
	Iteration 30Q: 3 clusters Score -534944.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -534949.125000 Penalty: 2832.341309
	Iteration 31Q: 3 clusters Score -534949.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -534954.812500 Penalty: 2832.341309
	Iteration 32Q: 3 clusters Score -534954.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -534958.250000 Penalty: 2832.341309
	Iteration 33Q: 3 clusters Score -534958.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -534961.250000 Penalty: 2832.341309
	Iteration 34Q: 3 clusters Score -534961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -534963.812500 Penalty: 2832.341309
	Iteration 35Q: 3 clusters Score -534963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -534966.312500 Penalty: 2832.341309
	Iteration 36Q: 3 clusters Score -534966.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -534968.000000 Penalty: 2832.341309
	Iteration 37Q: 3 clusters Score -534968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -534969.000000 Penalty: 2832.341309
	Iteration 38Q: 3 clusters Score -534969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -534969.000000 Penalty: 2832.341309
	Iteration 39F: 3 clusters Score -534969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Entering Unmasked Estep 
Score: -257481.703125 Penalty: 1300.111328
	Iteration 0F: 2 clusters Score -257481.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -254808.781250 Penalty: 2600.222656
	Iteration 0F: 3 clusters Score -254808.8 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -255390.640625 Penalty: 2600.222656
	Iteration 1F: 3 clusters Score -255390.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -255499.453125 Penalty: 2600.222656
	Iteration 2F: 3 clusters Score -255499.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -255584.421875 Penalty: 2600.222656
	Iteration 3Q: 3 clusters Score -255584.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -255648.578125 Penalty: 2600.222656
	Iteration 4Q: 3 clusters Score -255648.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -255704.781250 Penalty: 2600.222656
	Iteration 5Q: 3 clusters Score -255704.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -255759.406250 Penalty: 2600.222656
	Iteration 6Q: 3 clusters Score -255759.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -255801.781250 Penalty: 2600.222656
	Iteration 7Q: 3 clusters Score -255801.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -255837.531250 Penalty: 2600.222656
	Iteration 8Q: 3 clusters Score -255837.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -255864.984375 Penalty: 2600.222656
	Iteration 9Q: 3 clusters Score -255865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -255889.281250 Penalty: 2600.222656
	Iteration 10Q: 3 clusters Score -255889.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -255906.656250 Penalty: 2600.222656
	Iteration 11Q: 3 clusters Score -255906.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -255923.750000 Penalty: 2600.222656
	Iteration 12Q: 3 clusters Score -255923.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -255941.484375 Penalty: 2600.222656
	Iteration 13Q: 3 clusters Score -255941.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -255960.140625 Penalty: 2600.222656
	Iteration 14Q: 3 clusters Score -255960.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -255976.843750 Penalty: 2600.222656
	Iteration 15Q: 3 clusters Score -255976.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -255992.265625 Penalty: 2600.222656
	Iteration 16Q: 3 clusters Score -255992.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -256004.375000 Penalty: 2600.222656
	Iteration 17Q: 3 clusters Score -256004.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -256028.171875 Penalty: 2600.222656
	Iteration 18Q: 3 clusters Score -256028.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -256056.265625 Penalty: 2600.222656
	Iteration 19Q: 3 clusters Score -256056.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -256099.531250 Penalty: 2600.222656
	Iteration 20F: 3 clusters Score -256099.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -256143.953125 Penalty: 2600.222656
	Iteration 21Q: 3 clusters Score -256144 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -256188.828125 Penalty: 2600.222656
	Iteration 22Q: 3 clusters Score -256188.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -256228.875000 Penalty: 2600.222656
	Iteration 23Q: 3 clusters Score -256228.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -256282.718750 Penalty: 2600.222656
	Iteration 24Q: 3 clusters Score -256282.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -256332.421875 Penalty: 2600.222656
	Iteration 25Q: 3 clusters Score -256332.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -256388.046875 Penalty: 2600.222656
	Iteration 26Q: 3 clusters Score -256388 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -256454.703125 Penalty: 2600.222656
	Iteration 27Q: 3 clusters Score -256454.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -256529.140625 Penalty: 2600.222656
	Iteration 28Q: 3 clusters Score -256529.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -256577.671875 Penalty: 2600.222656
	Iteration 29Q: 3 clusters Score -256577.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -256620.984375 Penalty: 2600.222656
	Iteration 30Q: 3 clusters Score -256621 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -256655.843750 Penalty: 2600.222656
	Iteration 31Q: 3 clusters Score -256655.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -256707.187500 Penalty: 2600.222656
	Iteration 32Q: 3 clusters Score -256707.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -256780.453125 Penalty: 2600.222656
	Iteration 33Q: 3 clusters Score -256780.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -256879.671875 Penalty: 2600.222656
	Iteration 34Q: 3 clusters Score -256879.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -256948.656250 Penalty: 2600.222656
	Iteration 35Q: 3 clusters Score -256948.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -256984.078125 Penalty: 2600.222656
	Iteration 36Q: 3 clusters Score -256984.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -257000.687500 Penalty: 2600.222656
	Iteration 37Q: 3 clusters Score -257000.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -257010.546875 Penalty: 2600.222656
	Iteration 38Q: 3 clusters Score -257010.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -257016.109375 Penalty: 2600.222656
	Iteration 39Q: 3 clusters Score -257016.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -257020.015625 Penalty: 2600.222656
	Iteration 40F: 3 clusters Score -257020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -257021.359375 Penalty: 2600.222656
	Iteration 41Q: 3 clusters Score -257021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -257021.546875 Penalty: 2600.222656
	Iteration 42Q: 3 clusters Score -257021.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -257021.546875 Penalty: 2600.222656
	Iteration 43F: 3 clusters Score -257021.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Entering Unmasked Estep 
Score: -130356.687500 Penalty: 1200.402100
	Iteration 0F: 2 clusters Score -130356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -128491.070312 Penalty: 2400.804199
	Iteration 0F: 3 clusters Score -128491.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -128909.773438 Penalty: 2400.804199
	Iteration 1F: 3 clusters Score -128909.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -129063.312500 Penalty: 2400.804199
	Iteration 2F: 3 clusters Score -129063.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -129195.750000 Penalty: 2400.804199
	Iteration 3F: 3 clusters Score -129195.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -129313.429688 Penalty: 2400.804199
	Iteration 4F: 3 clusters Score -129313.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -129399.867188 Penalty: 2400.804199
	Iteration 5Q: 3 clusters Score -129399.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -129474.640625 Penalty: 2400.804199
	Iteration 6Q: 3 clusters Score -129474.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -129519.984375 Penalty: 2400.804199
	Iteration 7Q: 3 clusters Score -129520 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -129558.007812 Penalty: 2400.804199
	Iteration 8Q: 3 clusters Score -129558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -129589.218750 Penalty: 2400.804199
	Iteration 9Q: 3 clusters Score -129589.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -129607.867188 Penalty: 2400.804199
	Iteration 10Q: 3 clusters Score -129607.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -129621.273438 Penalty: 2400.804199
	Iteration 11Q: 3 clusters Score -129621.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -129630.296875 Penalty: 2400.804199
	Iteration 12Q: 3 clusters Score -129630.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -129638.148438 Penalty: 2400.804199
	Iteration 13Q: 3 clusters Score -129638.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -129643.554688 Penalty: 2400.804199
	Iteration 14Q: 3 clusters Score -129643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -129655.773438 Penalty: 2400.804199
	Iteration 15Q: 3 clusters Score -129655.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -129669.101562 Penalty: 2400.804199
	Iteration 16Q: 3 clusters Score -129669.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -129678.695312 Penalty: 2400.804199
	Iteration 17Q: 3 clusters Score -129678.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -129685.164062 Penalty: 2400.804199
	Iteration 18Q: 3 clusters Score -129685.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129696.968750 Penalty: 2400.804199
	Iteration 19Q: 3 clusters Score -129697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -129707.554688 Penalty: 2400.804199
	Iteration 20F: 3 clusters Score -129707.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -129723.773438 Penalty: 2400.804199
	Iteration 21Q: 3 clusters Score -129723.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -129736.281250 Penalty: 2400.804199
	Iteration 22Q: 3 clusters Score -129736.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -129747.367188 Penalty: 2400.804199
	Iteration 23Q: 3 clusters Score -129747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -129757.531250 Penalty: 2400.804199
	Iteration 24Q: 3 clusters Score -129757.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129772.156250 Penalty: 2400.804199
	Iteration 25Q: 3 clusters Score -129772.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -129784.484375 Penalty: 2400.804199
	Iteration 26Q: 3 clusters Score -129784.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -129799.132812 Penalty: 2400.804199
	Iteration 27Q: 3 clusters Score -129799.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129807.343750 Penalty: 2400.804199
	Iteration 28Q: 3 clusters Score -129807.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129811.093750 Penalty: 2400.804199
	Iteration 29Q: 3 clusters Score -129811.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -129814.335938 Penalty: 2400.804199
	Iteration 30Q: 3 clusters Score -129814.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -129814.601562 Penalty: 2400.804199
	Iteration 31Q: 3 clusters Score -129814.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -129814.601562 Penalty: 2400.804199
	Iteration 32F: 3 clusters Score -129814.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Entering Unmasked Estep 
Score: -23801.726562 Penalty: 947.680908
	Iteration 0F: 2 clusters Score -23801.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -22923.412109 Penalty: 1895.361816
	Iteration 0F: 3 clusters Score -22923.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -23035.085938 Penalty: 1895.361816
	Iteration 1F: 3 clusters Score -23035.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -23055.642578 Penalty: 1895.361816
	Iteration 2Q: 3 clusters Score -23055.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -23068.089844 Penalty: 1895.361816
	Iteration 3Q: 3 clusters Score -23068.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -23072.619141 Penalty: 1895.361816
	Iteration 4Q: 3 clusters Score -23072.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -23073.417969 Penalty: 1895.361816
	Iteration 5Q: 3 clusters Score -23073.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23074.988281 Penalty: 1895.361816
	Iteration 6Q: 3 clusters Score -23074.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -23074.988281 Penalty: 1895.361816
	Iteration 7F: 3 clusters Score -23074.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Entering Unmasked Estep 
Score: -724242.687500 Penalty: 1467.611084
	Iteration 0F: 2 clusters Score -724242.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -718151.187500 Penalty: 2935.222168
	Iteration 0F: 3 clusters Score -718151.2 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -720091.437500 Penalty: 2935.222168
	Iteration 1F: 3 clusters Score -720091.4 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -720364.437500 Penalty: 2935.222168
	Iteration 2F: 3 clusters Score -720364.4 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -720614.937500 Penalty: 2935.222168
	Iteration 3F: 3 clusters Score -720614.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -720866.312500 Penalty: 2935.222168
	Iteration 4F: 3 clusters Score -720866.3 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -721186.375000 Penalty: 2935.222168
	Iteration 5F: 3 clusters Score -721186.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -721559.875000 Penalty: 2935.222168
	Iteration 6F: 3 clusters Score -721559.9 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -721923.875000 Penalty: 2935.222168
	Iteration 7F: 3 clusters Score -721923.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -722265.750000 Penalty: 2935.222168
	Iteration 8F: 3 clusters Score -722265.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -722556.000000 Penalty: 2935.222168
	Iteration 9Q: 3 clusters Score -722556 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -722756.312500 Penalty: 2935.222168
	Iteration 10Q: 3 clusters Score -722756.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -722864.187500 Penalty: 2935.222168
	Iteration 11Q: 3 clusters Score -722864.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -722947.000000 Penalty: 2935.222168
	Iteration 12Q: 3 clusters Score -722947 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -723000.687500 Penalty: 2935.222168
	Iteration 13Q: 3 clusters Score -723000.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -723031.312500 Penalty: 2935.222168
	Iteration 14Q: 3 clusters Score -723031.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -723059.750000 Penalty: 2935.222168
	Iteration 15Q: 3 clusters Score -723059.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -723079.687500 Penalty: 2935.222168
	Iteration 16Q: 3 clusters Score -723079.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -723095.312500 Penalty: 2935.222168
	Iteration 17Q: 3 clusters Score -723095.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -723105.937500 Penalty: 2935.222168
	Iteration 18Q: 3 clusters Score -723105.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -723114.312500 Penalty: 2935.222168
	Iteration 19Q: 3 clusters Score -723114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723114.062500 Penalty: 2935.222168
	Iteration 20F: 3 clusters Score -723114.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -723116.562500 Penalty: 2935.222168
	Iteration 21Q: 3 clusters Score -723116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723117.187500 Penalty: 2935.222168
	Iteration 22Q: 3 clusters Score -723117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -723117.125000 Penalty: 2935.222168
	Iteration 23Q: 3 clusters Score -723117.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723117.937500 Penalty: 2935.222168
	Iteration 24Q: 3 clusters Score -723117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -723118.437500 Penalty: 2935.222168
	Iteration 25Q: 3 clusters Score -723118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -723118.500000 Penalty: 2935.222168
	Iteration 26Q: 3 clusters Score -723118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -723118.500000 Penalty: 2935.222168
	Iteration 27F: 3 clusters Score -723118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Entering Unmasked Estep 
Score: -1934208.000000 Penalty: 1626.385010
	Iteration 0F: 2 clusters Score -1934208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1919153.125000 Penalty: 3252.770020
	Iteration 0F: 3 clusters Score -1919153 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1924854.500000 Penalty: 3252.770020
	Iteration 1F: 3 clusters Score -1924854 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1925359.250000 Penalty: 3252.770020
	Iteration 2F: 3 clusters Score -1925359 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1925844.750000 Penalty: 3252.770020
	Iteration 3Q: 3 clusters Score -1925845 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1926360.125000 Penalty: 3252.770020
	Iteration 4Q: 3 clusters Score -1926360 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -1926942.625000 Penalty: 3252.770020
	Iteration 5F: 3 clusters Score -1926943 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1927511.500000 Penalty: 3252.770020
	Iteration 6F: 3 clusters Score -1927512 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1928041.750000 Penalty: 3252.770020
	Iteration 7Q: 3 clusters Score -1928042 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1928601.625000 Penalty: 3252.770020
	Iteration 8Q: 3 clusters Score -1928602 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1929128.875000 Penalty: 3252.770020
	Iteration 9Q: 3 clusters Score -1929129 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1929570.750000 Penalty: 3252.770020
	Iteration 10Q: 3 clusters Score -1929571 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1929901.625000 Penalty: 3252.770020
	Iteration 11Q: 3 clusters Score -1929902 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1930122.250000 Penalty: 3252.770020
	Iteration 12Q: 3 clusters Score -1930122 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -1930261.750000 Penalty: 3252.770020
	Iteration 13Q: 3 clusters Score -1930262 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1930352.000000 Penalty: 3252.770020
	Iteration 14Q: 3 clusters Score -1930352 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -1930429.500000 Penalty: 3252.770020
	Iteration 15Q: 3 clusters Score -1930430 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1930496.500000 Penalty: 3252.770020
	Iteration 16Q: 3 clusters Score -1930496 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1930570.875000 Penalty: 3252.770020
	Iteration 17Q: 3 clusters Score -1930571 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1930647.250000 Penalty: 3252.770020
	Iteration 18Q: 3 clusters Score -1930647 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1930727.000000 Penalty: 3252.770020
	Iteration 19Q: 3 clusters Score -1930727 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1930811.375000 Penalty: 3252.770020
	Iteration 20F: 3 clusters Score -1930811 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1930893.125000 Penalty: 3252.770020
	Iteration 21Q: 3 clusters Score -1930893 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1930982.250000 Penalty: 3252.770020
	Iteration 22Q: 3 clusters Score -1930982 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1931061.375000 Penalty: 3252.770020
	Iteration 23Q: 3 clusters Score -1931061 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1931135.375000 Penalty: 3252.770020
	Iteration 24Q: 3 clusters Score -1931135 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1931227.000000 Penalty: 3252.770020
	Iteration 25Q: 3 clusters Score -1931227 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1931296.250000 Penalty: 3252.770020
	Iteration 26Q: 3 clusters Score -1931296 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1931379.500000 Penalty: 3252.770020
	Iteration 27Q: 3 clusters Score -1931380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1931457.625000 Penalty: 3252.770020
	Iteration 28Q: 3 clusters Score -1931458 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1931540.125000 Penalty: 3252.770020
	Iteration 29Q: 3 clusters Score -1931540 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -1931590.250000 Penalty: 3252.770020
	Iteration 30Q: 3 clusters Score -1931590 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1931643.750000 Penalty: 3252.770020
	Iteration 31Q: 3 clusters Score -1931644 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1931680.875000 Penalty: 3252.770020
	Iteration 32Q: 3 clusters Score -1931681 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -1931728.375000 Penalty: 3252.770020
	Iteration 33Q: 3 clusters Score -1931728 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1931759.375000 Penalty: 3252.770020
	Iteration 34Q: 3 clusters Score -1931759 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -1931799.250000 Penalty: 3252.770020
	Iteration 35Q: 3 clusters Score -1931799 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -1931817.125000 Penalty: 3252.770020
	Iteration 36Q: 3 clusters Score -1931817 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -1931841.125000 Penalty: 3252.770020
	Iteration 37Q: 3 clusters Score -1931841 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1931863.625000 Penalty: 3252.770020
	Iteration 38Q: 3 clusters Score -1931864 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1931887.500000 Penalty: 3252.770020
	Iteration 39Q: 3 clusters Score -1931888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -1931909.125000 Penalty: 3252.770020
	Iteration 40F: 3 clusters Score -1931909 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -1931923.500000 Penalty: 3252.770020
	Iteration 41Q: 3 clusters Score -1931924 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1931943.000000 Penalty: 3252.770020
	Iteration 42Q: 3 clusters Score -1931943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1931948.500000 Penalty: 3252.770020
	Iteration 43Q: 3 clusters Score -1931948 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1931965.375000 Penalty: 3252.770020
	Iteration 44Q: 3 clusters Score -1931965 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -1931977.375000 Penalty: 3252.770020
	Iteration 45Q: 3 clusters Score -1931977 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -1931986.250000 Penalty: 3252.770020
	Iteration 46Q: 3 clusters Score -1931986 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -1932002.250000 Penalty: 3252.770020
	Iteration 47Q: 3 clusters Score -1932002 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1932014.125000 Penalty: 3252.770020
	Iteration 48Q: 3 clusters Score -1932014 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -1932027.250000 Penalty: 3252.770020
	Iteration 49Q: 3 clusters Score -1932027 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -1932053.000000 Penalty: 3252.770020
	Iteration 50Q: 3 clusters Score -1932053 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1932058.875000 Penalty: 3252.770020
	Iteration 51Q: 3 clusters Score -1932059 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -1932076.000000 Penalty: 3252.770020
	Iteration 52Q: 3 clusters Score -1932076 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -1932098.125000 Penalty: 3252.770020
	Iteration 53Q: 3 clusters Score -1932098 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1932114.000000 Penalty: 3252.770020
	Iteration 54Q: 3 clusters Score -1932114 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1932121.875000 Penalty: 3252.770020
	Iteration 55Q: 3 clusters Score -1932122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -1932131.875000 Penalty: 3252.770020
	Iteration 56Q: 3 clusters Score -1932132 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 16117 members 
Entering Unmasked Estep 
Score: -1932148.125000 Penalty: 3252.770020
	Iteration 57Q: 3 clusters Score -1932148 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -1932168.625000 Penalty: 3252.770020
	Iteration 58Q: 3 clusters Score -1932169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -1932187.125000 Penalty: 3252.770020
	Iteration 59Q: 3 clusters Score -1932187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1932199.500000 Penalty: 3252.770020
	Iteration 60F: 3 clusters Score -1932200 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -1932223.750000 Penalty: 3252.770020
	Iteration 61Q: 3 clusters Score -1932224 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1932241.125000 Penalty: 3252.770020
	Iteration 62Q: 3 clusters Score -1932241 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1932256.500000 Penalty: 3252.770020
	Iteration 63Q: 3 clusters Score -1932256 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1932280.250000 Penalty: 3252.770020
	Iteration 64Q: 3 clusters Score -1932280 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -1932305.500000 Penalty: 3252.770020
	Iteration 65Q: 3 clusters Score -1932306 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -1932334.250000 Penalty: 3252.770020
	Iteration 66Q: 3 clusters Score -1932334 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -1932356.375000 Penalty: 3252.770020
	Iteration 67Q: 3 clusters Score -1932356 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -1932379.625000 Penalty: 3252.770020
	Iteration 68Q: 3 clusters Score -1932380 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 17271 members 
Entering Unmasked Estep 
Score: -1932389.125000 Penalty: 3252.770020
	Iteration 69Q: 3 clusters Score -1932389 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1932407.875000 Penalty: 3252.770020
	Iteration 70Q: 3 clusters Score -1932408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -1932425.875000 Penalty: 3252.770020
	Iteration 71Q: 3 clusters Score -1932426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1932432.875000 Penalty: 3252.770020
	Iteration 72Q: 3 clusters Score -1932433 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -1932449.500000 Penalty: 3252.770020
	Iteration 73Q: 3 clusters Score -1932450 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -1932470.000000 Penalty: 3252.770020
	Iteration 74Q: 3 clusters Score -1932470 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -1932492.000000 Penalty: 3252.770020
	Iteration 75Q: 3 clusters Score -1932492 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -1932508.000000 Penalty: 3252.770020
	Iteration 76Q: 3 clusters Score -1932508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1932514.875000 Penalty: 3252.770020
	Iteration 77Q: 3 clusters Score -1932515 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -1932534.000000 Penalty: 3252.770020
	Iteration 78Q: 3 clusters Score -1932534 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -1932538.250000 Penalty: 3252.770020
	Iteration 79Q: 3 clusters Score -1932538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -1932548.875000 Penalty: 3252.770020
	Iteration 80F: 3 clusters Score -1932549 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1932557.125000 Penalty: 3252.770020
	Iteration 81Q: 3 clusters Score -1932557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -1932571.125000 Penalty: 3252.770020
	Iteration 82Q: 3 clusters Score -1932571 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -1932577.750000 Penalty: 3252.770020
	Iteration 83Q: 3 clusters Score -1932578 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -1932585.625000 Penalty: 3252.770020
	Iteration 84Q: 3 clusters Score -1932586 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -1932589.500000 Penalty: 3252.770020
	Iteration 85Q: 3 clusters Score -1932590 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -1932596.500000 Penalty: 3252.770020
	Iteration 86Q: 3 clusters Score -1932596 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -1932606.750000 Penalty: 3252.770020
	Iteration 87Q: 3 clusters Score -1932607 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -1932622.375000 Penalty: 3252.770020
	Iteration 88Q: 3 clusters Score -1932622 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -1932637.125000 Penalty: 3252.770020
	Iteration 89Q: 3 clusters Score -1932637 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -1932652.375000 Penalty: 3252.770020
	Iteration 90Q: 3 clusters Score -1932652 nChanged 56
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -1932659.875000 Penalty: 3252.770020
	Iteration 91Q: 3 clusters Score -1932660 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
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Entering Unmasked Estep 
Score: -1932669.875000 Penalty: 3252.770020
	Iteration 92Q: 3 clusters Score -1932670 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1932680.875000 Penalty: 3252.770020
	Iteration 93Q: 3 clusters Score -1932681 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -1932685.625000 Penalty: 3252.770020
	Iteration 94Q: 3 clusters Score -1932686 nChanged 36
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -1932689.875000 Penalty: 3252.770020
	Iteration 95Q: 3 clusters Score -1932690 nChanged 32
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -1932699.250000 Penalty: 3252.770020
	Iteration 96Q: 3 clusters Score -1932699 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -1932701.375000 Penalty: 3252.770020
	Iteration 97Q: 3 clusters Score -1932701 nChanged 41
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -1932711.500000 Penalty: 3252.770020
	Iteration 98Q: 3 clusters Score -1932712 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -1932716.250000 Penalty: 3252.770020
	Iteration 99Q: 3 clusters Score -1932716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -1932724.625000 Penalty: 3252.770020
	Iteration 100F: 3 clusters Score -1932725 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -1932724.625000 Penalty: 3252.770020
	Iteration 101Q: 3 clusters Score -1932725 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -1932725.125000 Penalty: 3252.770020
	Iteration 102Q: 3 clusters Score -1932725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -1932728.625000 Penalty: 3252.770020
	Iteration 103Q: 3 clusters Score -1932729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -1932729.500000 Penalty: 3252.770020
	Iteration 104Q: 3 clusters Score -1932730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -1932731.250000 Penalty: 3252.770020
	Iteration 105Q: 3 clusters Score -1932731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -1932731.125000 Penalty: 3252.770020
	Iteration 106Q: 3 clusters Score -1932731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -1932734.875000 Penalty: 3252.770020
	Iteration 107Q: 3 clusters Score -1932735 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -1932735.250000 Penalty: 3252.770020
	Iteration 108Q: 3 clusters Score -1932735 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1932740.375000 Penalty: 3252.770020
	Iteration 109Q: 3 clusters Score -1932740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1932736.000000 Penalty: 3252.770020
	Iteration 110Q: 3 clusters Score -1932736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -1932740.250000 Penalty: 3252.770020
	Iteration 111Q: 3 clusters Score -1932740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -1932736.125000 Penalty: 3252.770020
	Iteration 112Q: 3 clusters Score -1932736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -1932740.125000 Penalty: 3252.770020
	Iteration 113Q: 3 clusters Score -1932740 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1932747.625000 Penalty: 3252.770020
	Iteration 114Q: 3 clusters Score -1932748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -1932752.875000 Penalty: 3252.770020
	Iteration 115Q: 3 clusters Score -1932753 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -1932757.375000 Penalty: 3252.770020
	Iteration 116Q: 3 clusters Score -1932757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -1932759.375000 Penalty: 3252.770020
	Iteration 117Q: 3 clusters Score -1932759 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1932758.000000 Penalty: 3252.770020
	Iteration 118Q: 3 clusters Score -1932758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -1932758.125000 Penalty: 3252.770020
	Iteration 119Q: 3 clusters Score -1932758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 19321 members 
Entering Unmasked Estep 
Score: -1932759.500000 Penalty: 3252.770020
	Iteration 120F: 3 clusters Score -1932760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -1932769.125000 Penalty: 3252.770020
	Iteration 121Q: 3 clusters Score -1932769 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -1932770.125000 Penalty: 3252.770020
	Iteration 122Q: 3 clusters Score -1932770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -1932772.250000 Penalty: 3252.770020
	Iteration 123Q: 3 clusters Score -1932772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1932769.125000 Penalty: 3252.770020
	Iteration 124Q: 3 clusters Score -1932769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -1932768.875000 Penalty: 3252.770020
	Iteration 125Q: 3 clusters Score -1932769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1932770.875000 Penalty: 3252.770020
	Iteration 126Q: 3 clusters Score -1932771 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1932770.125000 Penalty: 3252.770020
	Iteration 127Q: 3 clusters Score -1932770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -1932770.375000 Penalty: 3252.770020
	Iteration 128Q: 3 clusters Score -1932770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1932774.625000 Penalty: 3252.770020
	Iteration 129Q: 3 clusters Score -1932775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1932786.375000 Penalty: 3252.770020
	Iteration 130Q: 3 clusters Score -1932786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -1932784.875000 Penalty: 3252.770020
	Iteration 131Q: 3 clusters Score -1932785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -1932786.375000 Penalty: 3252.770020
	Iteration 132Q: 3 clusters Score -1932786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -1932787.000000 Penalty: 3252.770020
	Iteration 133Q: 3 clusters Score -1932787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -1932790.750000 Penalty: 3252.770020
	Iteration 134Q: 3 clusters Score -1932791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -1932791.750000 Penalty: 3252.770020
	Iteration 135Q: 3 clusters Score -1932792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1932793.625000 Penalty: 3252.770020
	Iteration 136Q: 3 clusters Score -1932794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -1932794.000000 Penalty: 3252.770020
	Iteration 137Q: 3 clusters Score -1932794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -1932795.375000 Penalty: 3252.770020
	Iteration 138Q: 3 clusters Score -1932795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -1932798.500000 Penalty: 3252.770020
	Iteration 139Q: 3 clusters Score -1932798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -1932796.375000 Penalty: 3252.770020
	Iteration 140F: 3 clusters Score -1932796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1932796.500000 Penalty: 3252.770020
	Iteration 141Q: 3 clusters Score -1932796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -1932799.375000 Penalty: 3252.770020
	Iteration 142Q: 3 clusters Score -1932799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -1932801.625000 Penalty: 3252.770020
	Iteration 143Q: 3 clusters Score -1932802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 19575 members 
Entering Unmasked Estep 
Score: -1932804.875000 Penalty: 3252.770020
	Iteration 144Q: 3 clusters Score -1932805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -1932804.000000 Penalty: 3252.770020
	Iteration 145Q: 3 clusters Score -1932804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -1932805.750000 Penalty: 3252.770020
	Iteration 146Q: 3 clusters Score -1932806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -1932805.500000 Penalty: 3252.770020
	Iteration 147Q: 3 clusters Score -1932806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1932804.250000 Penalty: 3252.770020
	Iteration 148Q: 3 clusters Score -1932804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1932804.625000 Penalty: 3252.770020
	Iteration 149Q: 3 clusters Score -1932805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19614 members 
Entering Unmasked Estep 
Score: -1932806.500000 Penalty: 3252.770020
	Iteration 150Q: 3 clusters Score -1932806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -1932809.375000 Penalty: 3252.770020
	Iteration 151Q: 3 clusters Score -1932809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
Score: -1932809.625000 Penalty: 3252.770020
	Iteration 152Q: 3 clusters Score -1932810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1932812.000000 Penalty: 3252.770020
	Iteration 153Q: 3 clusters Score -1932812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -1932810.000000 Penalty: 3252.770020
	Iteration 154Q: 3 clusters Score -1932810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1932811.625000 Penalty: 3252.770020
	Iteration 155Q: 3 clusters Score -1932812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1932811.625000 Penalty: 3252.770020
	Iteration 156F: 3 clusters Score -1932812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Entering Unmasked Estep 
Score: -654375.500000 Penalty: 1448.408203
	Iteration 0F: 2 clusters Score -654375.5 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 3661 members 
Entering Unmasked Estep 
Score: -648789.500000 Penalty: 2896.816406
	Iteration 0F: 3 clusters Score -648789.5 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -650496.625000 Penalty: 2896.816406
	Iteration 1F: 3 clusters Score -650496.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -650775.437500 Penalty: 2896.816406
	Iteration 2F: 3 clusters Score -650775.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -651036.187500 Penalty: 2896.816406
	Iteration 3F: 3 clusters Score -651036.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -651326.937500 Penalty: 2896.816406
	Iteration 4F: 3 clusters Score -651326.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -651642.812500 Penalty: 2896.816406
	Iteration 5F: 3 clusters Score -651642.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -651957.062500 Penalty: 2896.816406
	Iteration 6F: 3 clusters Score -651957.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -652259.312500 Penalty: 2896.816406
	Iteration 7F: 3 clusters Score -652259.3 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -652538.625000 Penalty: 2896.816406
	Iteration 8Q: 3 clusters Score -652538.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -652768.437500 Penalty: 2896.816406
	Iteration 9Q: 3 clusters Score -652768.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -652986.312500 Penalty: 2896.816406
	Iteration 10Q: 3 clusters Score -652986.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -653182.250000 Penalty: 2896.816406
	Iteration 11Q: 3 clusters Score -653182.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -653314.687500 Penalty: 2896.816406
	Iteration 12Q: 3 clusters Score -653314.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -653389.687500 Penalty: 2896.816406
	Iteration 13Q: 3 clusters Score -653389.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -653431.875000 Penalty: 2896.816406
	Iteration 14Q: 3 clusters Score -653431.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -653453.187500 Penalty: 2896.816406
	Iteration 15Q: 3 clusters Score -653453.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -653466.812500 Penalty: 2896.816406
	Iteration 16Q: 3 clusters Score -653466.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -653473.187500 Penalty: 2896.816406
	Iteration 17Q: 3 clusters Score -653473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -653477.437500 Penalty: 2896.816406
	Iteration 18Q: 3 clusters Score -653477.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -653480.750000 Penalty: 2896.816406
	Iteration 19Q: 3 clusters Score -653480.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -653485.562500 Penalty: 2896.816406
	Iteration 20F: 3 clusters Score -653485.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -653489.562500 Penalty: 2896.816406
	Iteration 21Q: 3 clusters Score -653489.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -653491.375000 Penalty: 2896.816406
	Iteration 22Q: 3 clusters Score -653491.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -653494.687500 Penalty: 2896.816406
	Iteration 23Q: 3 clusters Score -653494.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -653499.687500 Penalty: 2896.816406
	Iteration 24Q: 3 clusters Score -653499.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -653499.437500 Penalty: 2896.816406
	Iteration 25Q: 3 clusters Score -653499.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -653501.125000 Penalty: 2896.816406
	Iteration 26Q: 3 clusters Score -653501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -653500.437500 Penalty: 2896.816406
	Iteration 27Q: 3 clusters Score -653500.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -653499.625000 Penalty: 2896.816406
	Iteration 28Q: 3 clusters Score -653499.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -653501.250000 Penalty: 2896.816406
	Iteration 29Q: 3 clusters Score -653501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -653501.687500 Penalty: 2896.816406
	Iteration 30Q: 3 clusters Score -653501.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -653503.250000 Penalty: 2896.816406
	Iteration 31Q: 3 clusters Score -653503.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -653504.750000 Penalty: 2896.816406
	Iteration 32Q: 3 clusters Score -653504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -653505.812500 Penalty: 2896.816406
	Iteration 33Q: 3 clusters Score -653505.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -653505.250000 Penalty: 2896.816406
	Iteration 34Q: 3 clusters Score -653505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -653505.250000 Penalty: 2896.816406
	Iteration 35F: 3 clusters Score -653505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -106305.140625 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -106305.1 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 652 members 
Entering Unmasked Estep 
Score: -104698.023438 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -104698 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -105010.617188 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -105010.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -105078.054688 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -105078.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -105123.007812 Penalty: 2329.036377
	Iteration 3Q: 3 clusters Score -105123 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105156.671875 Penalty: 2329.036377
	Iteration 4Q: 3 clusters Score -105156.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -105174.054688 Penalty: 2329.036377
	Iteration 5Q: 3 clusters Score -105174.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -105198.703125 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -105198.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -105216.281250 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -105216.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105229.906250 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -105229.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105247.000000 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -105247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105259.820312 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -105259.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105266.664062 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -105266.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -105270.726562 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -105270.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105276.046875 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -105276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -105278.226562 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -105278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105282.640625 Penalty: 2329.036377
	Iteration 15Q: 3 clusters Score -105282.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -105288.367188 Penalty: 2329.036377
	Iteration 16Q: 3 clusters Score -105288.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -105294.703125 Penalty: 2329.036377
	Iteration 17Q: 3 clusters Score -105294.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105301.937500 Penalty: 2329.036377
	Iteration 18Q: 3 clusters Score -105301.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105306.140625 Penalty: 2329.036377
	Iteration 19Q: 3 clusters Score -105306.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105307.656250 Penalty: 2329.036377
	Iteration 20F: 3 clusters Score -105307.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105310.398438 Penalty: 2329.036377
	Iteration 21Q: 3 clusters Score -105310.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -105311.335938 Penalty: 2329.036377
	Iteration 22Q: 3 clusters Score -105311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -105313.671875 Penalty: 2329.036377
	Iteration 23Q: 3 clusters Score -105313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -105316.593750 Penalty: 2329.036377
	Iteration 24Q: 3 clusters Score -105316.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105318.109375 Penalty: 2329.036377
	Iteration 25Q: 3 clusters Score -105318.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -105323.070312 Penalty: 2329.036377
	Iteration 26Q: 3 clusters Score -105323.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -105328.156250 Penalty: 2329.036377
	Iteration 27Q: 3 clusters Score -105328.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105334.039062 Penalty: 2329.036377
	Iteration 28Q: 3 clusters Score -105334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -105339.500000 Penalty: 2329.036377
	Iteration 29Q: 3 clusters Score -105339.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -105346.953125 Penalty: 2329.036377
	Iteration 30Q: 3 clusters Score -105347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105352.593750 Penalty: 2329.036377
	Iteration 31Q: 3 clusters Score -105352.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105359.109375 Penalty: 2329.036377
	Iteration 32Q: 3 clusters Score -105359.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105361.570312 Penalty: 2329.036377
	Iteration 33Q: 3 clusters Score -105361.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105363.531250 Penalty: 2329.036377
	Iteration 34Q: 3 clusters Score -105363.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105364.046875 Penalty: 2329.036377
	Iteration 35Q: 3 clusters Score -105364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -105364.046875 Penalty: 2329.036377
	Iteration 36F: 3 clusters Score -105364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Entering Unmasked Estep 
Score: -1023671.687500 Penalty: 1520.966675
	Iteration 0F: 2 clusters Score -1023672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1015437.687500 Penalty: 3041.933350
	Iteration 0F: 3 clusters Score -1015438 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1018100.375000 Penalty: 3041.933350
	Iteration 1F: 3 clusters Score -1018100 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1018376.062500 Penalty: 3041.933350
	Iteration 2F: 3 clusters Score -1018376 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1018621.312500 Penalty: 3041.933350
	Iteration 3Q: 3 clusters Score -1018621 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -1018869.875000 Penalty: 3041.933350
	Iteration 4Q: 3 clusters Score -1018870 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1019138.437500 Penalty: 3041.933350
	Iteration 5Q: 3 clusters Score -1019138 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1019438.937500 Penalty: 3041.933350
	Iteration 6Q: 3 clusters Score -1019439 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1019782.750000 Penalty: 3041.933350
	Iteration 7F: 3 clusters Score -1019783 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1020123.687500 Penalty: 3041.933350
	Iteration 8Q: 3 clusters Score -1020124 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1020464.250000 Penalty: 3041.933350
	Iteration 9Q: 3 clusters Score -1020464 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1020799.000000 Penalty: 3041.933350
	Iteration 10Q: 3 clusters Score -1020799 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1021090.625000 Penalty: 3041.933350
	Iteration 11Q: 3 clusters Score -1021091 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1021366.125000 Penalty: 3041.933350
	Iteration 12Q: 3 clusters Score -1021366 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1021605.062500 Penalty: 3041.933350
	Iteration 13Q: 3 clusters Score -1021605 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1021789.875000 Penalty: 3041.933350
	Iteration 14Q: 3 clusters Score -1021790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1021929.125000 Penalty: 3041.933350
	Iteration 15Q: 3 clusters Score -1021929 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1022045.500000 Penalty: 3041.933350
	Iteration 16Q: 3 clusters Score -1022046 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1022138.625000 Penalty: 3041.933350
	Iteration 17Q: 3 clusters Score -1022139 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1022216.687500 Penalty: 3041.933350
	Iteration 18Q: 3 clusters Score -1022217 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1022290.500000 Penalty: 3041.933350
	Iteration 19Q: 3 clusters Score -1022290 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1022352.625000 Penalty: 3041.933350
	Iteration 20F: 3 clusters Score -1022353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1022409.312500 Penalty: 3041.933350
	Iteration 21Q: 3 clusters Score -1022409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1022446.375000 Penalty: 3041.933350
	Iteration 22Q: 3 clusters Score -1022446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1022470.250000 Penalty: 3041.933350
	Iteration 23Q: 3 clusters Score -1022470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1022493.750000 Penalty: 3041.933350
	Iteration 24Q: 3 clusters Score -1022494 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1022515.812500 Penalty: 3041.933350
	Iteration 25Q: 3 clusters Score -1022516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1022524.875000 Penalty: 3041.933350
	Iteration 26Q: 3 clusters Score -1022525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1022531.187500 Penalty: 3041.933350
	Iteration 27Q: 3 clusters Score -1022531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1022534.125000 Penalty: 3041.933350
	Iteration 28Q: 3 clusters Score -1022534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1022538.312500 Penalty: 3041.933350
	Iteration 29Q: 3 clusters Score -1022538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1022539.125000 Penalty: 3041.933350
	Iteration 30Q: 3 clusters Score -1022539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1022541.187500 Penalty: 3041.933350
	Iteration 31Q: 3 clusters Score -1022541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1022545.250000 Penalty: 3041.933350
	Iteration 32Q: 3 clusters Score -1022545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1022544.562500 Penalty: 3041.933350
	Iteration 33Q: 3 clusters Score -1022545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1022545.187500 Penalty: 3041.933350
	Iteration 34Q: 3 clusters Score -1022545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1022545.875000 Penalty: 3041.933350
	Iteration 35Q: 3 clusters Score -1022546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1022544.687500 Penalty: 3041.933350
	Iteration 36Q: 3 clusters Score -1022545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1022544.687500 Penalty: 3041.933350
	Iteration 37F: 3 clusters Score -1022545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Entering Unmasked Estep 
Score: -113855.140625 Penalty: 1173.785522
	Iteration 0F: 2 clusters Score -113855.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -112143.929688 Penalty: 2347.571045
	Iteration 0F: 3 clusters Score -112143.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -112457.414062 Penalty: 2347.571045
	Iteration 1F: 3 clusters Score -112457.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -112535.617188 Penalty: 2347.571045
	Iteration 2F: 3 clusters Score -112535.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112599.742188 Penalty: 2347.571045
	Iteration 3Q: 3 clusters Score -112599.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112643.710938 Penalty: 2347.571045
	Iteration 4Q: 3 clusters Score -112643.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112666.023438 Penalty: 2347.571045
	Iteration 5Q: 3 clusters Score -112666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112680.804688 Penalty: 2347.571045
	Iteration 6Q: 3 clusters Score -112680.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112690.664062 Penalty: 2347.571045
	Iteration 7Q: 3 clusters Score -112690.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -112696.484375 Penalty: 2347.571045
	Iteration 8Q: 3 clusters Score -112696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -112704.625000 Penalty: 2347.571045
	Iteration 9Q: 3 clusters Score -112704.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -112709.273438 Penalty: 2347.571045
	Iteration 10Q: 3 clusters Score -112709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -112716.078125 Penalty: 2347.571045
	Iteration 11Q: 3 clusters Score -112716.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -112725.820312 Penalty: 2347.571045
	Iteration 12Q: 3 clusters Score -112725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -112738.625000 Penalty: 2347.571045
	Iteration 13Q: 3 clusters Score -112738.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -112749.335938 Penalty: 2347.571045
	Iteration 14Q: 3 clusters Score -112749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -112759.460938 Penalty: 2347.571045
	Iteration 15Q: 3 clusters Score -112759.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -112772.218750 Penalty: 2347.571045
	Iteration 16Q: 3 clusters Score -112772.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -112785.687500 Penalty: 2347.571045
	Iteration 17Q: 3 clusters Score -112785.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112799.726562 Penalty: 2347.571045
	Iteration 18Q: 3 clusters Score -112799.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -112816.554688 Penalty: 2347.571045
	Iteration 19Q: 3 clusters Score -112816.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -112833.437500 Penalty: 2347.571045
	Iteration 20F: 3 clusters Score -112833.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -112846.843750 Penalty: 2347.571045
	Iteration 21Q: 3 clusters Score -112846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112860.242188 Penalty: 2347.571045
	Iteration 22Q: 3 clusters Score -112860.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112874.375000 Penalty: 2347.571045
	Iteration 23Q: 3 clusters Score -112874.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -112886.945312 Penalty: 2347.571045
	Iteration 24Q: 3 clusters Score -112886.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -112900.992188 Penalty: 2347.571045
	Iteration 25Q: 3 clusters Score -112901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -112913.242188 Penalty: 2347.571045
	Iteration 26Q: 3 clusters Score -112913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -112921.070312 Penalty: 2347.571045
	Iteration 27Q: 3 clusters Score -112921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -112927.367188 Penalty: 2347.571045
	Iteration 28Q: 3 clusters Score -112927.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -112930.046875 Penalty: 2347.571045
	Iteration 29Q: 3 clusters Score -112930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -112933.835938 Penalty: 2347.571045
	Iteration 30Q: 3 clusters Score -112933.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -112938.359375 Penalty: 2347.571045
	Iteration 31Q: 3 clusters Score -112938.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -112945.664062 Penalty: 2347.571045
	Iteration 32Q: 3 clusters Score -112945.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -112951.765625 Penalty: 2347.571045
	Iteration 33Q: 3 clusters Score -112951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -112955.406250 Penalty: 2347.571045
	Iteration 34Q: 3 clusters Score -112955.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -112958.320312 Penalty: 2347.571045
	Iteration 35Q: 3 clusters Score -112958.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -112958.773438 Penalty: 2347.571045
	Iteration 36Q: 3 clusters Score -112958.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112959.085938 Penalty: 2347.571045
	Iteration 37Q: 3 clusters Score -112959.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -112959.085938 Penalty: 2347.571045
	Iteration 38F: 3 clusters Score -112959.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Entering Unmasked Estep 
Score: -120074.453125 Penalty: 1183.448730
	Iteration 0F: 2 clusters Score -120074.5 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 685 members 
Entering Unmasked Estep 
Score: -118354.414062 Penalty: 2366.897461
	Iteration 0F: 3 clusters Score -118354.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -118712.273438 Penalty: 2366.897461
	Iteration 1F: 3 clusters Score -118712.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -118822.312500 Penalty: 2366.897461
	Iteration 2F: 3 clusters Score -118822.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -118901.007812 Penalty: 2366.897461
	Iteration 3F: 3 clusters Score -118901 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118946.507812 Penalty: 2366.897461
	Iteration 4Q: 3 clusters Score -118946.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -118980.632812 Penalty: 2366.897461
	Iteration 5Q: 3 clusters Score -118980.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -119019.265625 Penalty: 2366.897461
	Iteration 6Q: 3 clusters Score -119019.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119049.125000 Penalty: 2366.897461
	Iteration 7Q: 3 clusters Score -119049.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119072.460938 Penalty: 2366.897461
	Iteration 8Q: 3 clusters Score -119072.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119090.898438 Penalty: 2366.897461
	Iteration 9Q: 3 clusters Score -119090.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -119103.609375 Penalty: 2366.897461
	Iteration 10Q: 3 clusters Score -119103.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119116.257812 Penalty: 2366.897461
	Iteration 11Q: 3 clusters Score -119116.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119127.164062 Penalty: 2366.897461
	Iteration 12Q: 3 clusters Score -119127.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -119134.531250 Penalty: 2366.897461
	Iteration 13Q: 3 clusters Score -119134.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119144.945312 Penalty: 2366.897461
	Iteration 14Q: 3 clusters Score -119144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119153.015625 Penalty: 2366.897461
	Iteration 15Q: 3 clusters Score -119153 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -119160.632812 Penalty: 2366.897461
	Iteration 16Q: 3 clusters Score -119160.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -119167.078125 Penalty: 2366.897461
	Iteration 17Q: 3 clusters Score -119167.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -119176.187500 Penalty: 2366.897461
	Iteration 18Q: 3 clusters Score -119176.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -119189.046875 Penalty: 2366.897461
	Iteration 19Q: 3 clusters Score -119189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -119198.156250 Penalty: 2366.897461
	Iteration 20F: 3 clusters Score -119198.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -119207.351562 Penalty: 2366.897461
	Iteration 21Q: 3 clusters Score -119207.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119218.281250 Penalty: 2366.897461
	Iteration 22Q: 3 clusters Score -119218.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119243.648438 Penalty: 2366.897461
	Iteration 23Q: 3 clusters Score -119243.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -119292.078125 Penalty: 2366.897461
	Iteration 24Q: 3 clusters Score -119292.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119354.031250 Penalty: 2366.897461
	Iteration 25Q: 3 clusters Score -119354 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -119421.671875 Penalty: 2366.897461
	Iteration 26Q: 3 clusters Score -119421.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -119497.031250 Penalty: 2366.897461
	Iteration 27Q: 3 clusters Score -119497 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -119598.242188 Penalty: 2366.897461
	Iteration 28Q: 3 clusters Score -119598.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -119656.695312 Penalty: 2366.897461
	Iteration 29Q: 3 clusters Score -119656.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119710.382812 Penalty: 2366.897461
	Iteration 30Q: 3 clusters Score -119710.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -119760.734375 Penalty: 2366.897461
	Iteration 31Q: 3 clusters Score -119760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -119788.335938 Penalty: 2366.897461
	Iteration 32Q: 3 clusters Score -119788.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -119817.273438 Penalty: 2366.897461
	Iteration 33Q: 3 clusters Score -119817.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -119837.367188 Penalty: 2366.897461
	Iteration 34Q: 3 clusters Score -119837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -119854.093750 Penalty: 2366.897461
	Iteration 35Q: 3 clusters Score -119854.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -119874.500000 Penalty: 2366.897461
	Iteration 36Q: 3 clusters Score -119874.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -119896.109375 Penalty: 2366.897461
	Iteration 37Q: 3 clusters Score -119896.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119927.390625 Penalty: 2366.897461
	Iteration 38Q: 3 clusters Score -119927.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -119959.968750 Penalty: 2366.897461
	Iteration 39Q: 3 clusters Score -119960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120030.718750 Penalty: 2366.897461
	Iteration 40F: 3 clusters Score -120030.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120154.367188 Penalty: 2366.897461
	Iteration 41Q: 3 clusters Score -120154.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -120264.429688 Penalty: 2366.897461
	Iteration 42Q: 3 clusters Score -120264.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120502.187500 Penalty: 2366.897461
	Iteration 43Q: 3 clusters Score -120502.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120607.226562 Penalty: 2366.897461
	Iteration 44Q: 3 clusters Score -120607.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120613.101562 Penalty: 2366.897461
	Iteration 45Q: 3 clusters Score -120613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120613.101562 Penalty: 2366.897461
	Iteration 46F: 3 clusters Score -120613.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38218 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 44692 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110276 members 
Mstep: Class 23 contains 12793 members 
Mstep: Class 24 contains 6093 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7430 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 876 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 12243 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 8095 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 579 members 
Entering Unmasked Estep 
Score: -40889668.000000 Penalty: 91491.585938
Splitting cluster 34 changes total score from -40889988.000000 to -40889668.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (2395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Entering Unmasked Estep 
Score: -209887.343750 Penalty: 1264.434937
	Iteration 0F: 2 clusters Score -209887.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -207540.921875 Penalty: 2528.869873
	Iteration 0F: 3 clusters Score -207540.9 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -208050.343750 Penalty: 2528.869873
	Iteration 1F: 3 clusters Score -208050.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -208166.906250 Penalty: 2528.869873
	Iteration 2F: 3 clusters Score -208166.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -208227.906250 Penalty: 2528.869873
	Iteration 3Q: 3 clusters Score -208227.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -208264.828125 Penalty: 2528.869873
	Iteration 4Q: 3 clusters Score -208264.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -208297.437500 Penalty: 2528.869873
	Iteration 5Q: 3 clusters Score -208297.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -208325.000000 Penalty: 2528.869873
	Iteration 6Q: 3 clusters Score -208325 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -208343.843750 Penalty: 2528.869873
	Iteration 7Q: 3 clusters Score -208343.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -208357.093750 Penalty: 2528.869873
	Iteration 8Q: 3 clusters Score -208357.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -208369.140625 Penalty: 2528.869873
	Iteration 9Q: 3 clusters Score -208369.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -208383.375000 Penalty: 2528.869873
	Iteration 10Q: 3 clusters Score -208383.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -208403.515625 Penalty: 2528.869873
	Iteration 11Q: 3 clusters Score -208403.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -208426.703125 Penalty: 2528.869873
	Iteration 12Q: 3 clusters Score -208426.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -208445.687500 Penalty: 2528.869873
	Iteration 13Q: 3 clusters Score -208445.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -208469.125000 Penalty: 2528.869873
	Iteration 14Q: 3 clusters Score -208469.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -208493.171875 Penalty: 2528.869873
	Iteration 15Q: 3 clusters Score -208493.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -208517.359375 Penalty: 2528.869873
	Iteration 16Q: 3 clusters Score -208517.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -208541.203125 Penalty: 2528.869873
	Iteration 17Q: 3 clusters Score -208541.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -208559.578125 Penalty: 2528.869873
	Iteration 18Q: 3 clusters Score -208559.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -208587.531250 Penalty: 2528.869873
	Iteration 19Q: 3 clusters Score -208587.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -208617.656250 Penalty: 2528.869873
	Iteration 20F: 3 clusters Score -208617.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -208645.703125 Penalty: 2528.869873
	Iteration 21Q: 3 clusters Score -208645.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -208670.359375 Penalty: 2528.869873
	Iteration 22Q: 3 clusters Score -208670.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -208693.671875 Penalty: 2528.869873
	Iteration 23Q: 3 clusters Score -208693.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -208715.265625 Penalty: 2528.869873
	Iteration 24Q: 3 clusters Score -208715.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -208732.968750 Penalty: 2528.869873
	Iteration 25Q: 3 clusters Score -208733 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -208747.312500 Penalty: 2528.869873
	Iteration 26Q: 3 clusters Score -208747.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -208759.218750 Penalty: 2528.869873
	Iteration 27Q: 3 clusters Score -208759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -208772.500000 Penalty: 2528.869873
	Iteration 28Q: 3 clusters Score -208772.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -208781.109375 Penalty: 2528.869873
	Iteration 29Q: 3 clusters Score -208781.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -208788.421875 Penalty: 2528.869873
	Iteration 30Q: 3 clusters Score -208788.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -208794.375000 Penalty: 2528.869873
	Iteration 31Q: 3 clusters Score -208794.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -208800.578125 Penalty: 2528.869873
	Iteration 32Q: 3 clusters Score -208800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -208807.109375 Penalty: 2528.869873
	Iteration 33Q: 3 clusters Score -208807.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -208816.562500 Penalty: 2528.869873
	Iteration 34Q: 3 clusters Score -208816.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -208822.875000 Penalty: 2528.869873
	Iteration 35Q: 3 clusters Score -208822.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -208828.234375 Penalty: 2528.869873
	Iteration 36Q: 3 clusters Score -208828.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -208829.421875 Penalty: 2528.869873
	Iteration 37Q: 3 clusters Score -208829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -208830.781250 Penalty: 2528.869873
	Iteration 38Q: 3 clusters Score -208830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -208832.125000 Penalty: 2528.869873
	Iteration 39Q: 3 clusters Score -208832.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -208835.203125 Penalty: 2528.869873
	Iteration 40F: 3 clusters Score -208835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -208836.265625 Penalty: 2528.869873
	Iteration 41Q: 3 clusters Score -208836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -208838.125000 Penalty: 2528.869873
	Iteration 42Q: 3 clusters Score -208838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -208838.125000 Penalty: 2528.869873
	Iteration 43F: 3 clusters Score -208838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Entering Unmasked Estep 
Score: -101300.140625 Penalty: 1158.119751
	Iteration 0F: 2 clusters Score -101300.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -99693.593750 Penalty: 2316.239502
	Iteration 0F: 3 clusters Score -99693.59 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -100012.343750 Penalty: 2316.239502
	Iteration 1F: 3 clusters Score -100012.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -100125.656250 Penalty: 2316.239502
	Iteration 2F: 3 clusters Score -100125.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -100229.882812 Penalty: 2316.239502
	Iteration 3F: 3 clusters Score -100229.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -100341.625000 Penalty: 2316.239502
	Iteration 4F: 3 clusters Score -100341.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -100446.445312 Penalty: 2316.239502
	Iteration 5Q: 3 clusters Score -100446.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100498.125000 Penalty: 2316.239502
	Iteration 6Q: 3 clusters Score -100498.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -100566.968750 Penalty: 2316.239502
	Iteration 7Q: 3 clusters Score -100567 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -100617.648438 Penalty: 2316.239502
	Iteration 8Q: 3 clusters Score -100617.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -100657.132812 Penalty: 2316.239502
	Iteration 9Q: 3 clusters Score -100657.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -100696.320312 Penalty: 2316.239502
	Iteration 10Q: 3 clusters Score -100696.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -100735.570312 Penalty: 2316.239502
	Iteration 11Q: 3 clusters Score -100735.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -100759.187500 Penalty: 2316.239502
	Iteration 12Q: 3 clusters Score -100759.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -100783.796875 Penalty: 2316.239502
	Iteration 13Q: 3 clusters Score -100783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100809.218750 Penalty: 2316.239502
	Iteration 14Q: 3 clusters Score -100809.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -100841.281250 Penalty: 2316.239502
	Iteration 15Q: 3 clusters Score -100841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -100873.710938 Penalty: 2316.239502
	Iteration 16Q: 3 clusters Score -100873.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -100923.765625 Penalty: 2316.239502
	Iteration 17Q: 3 clusters Score -100923.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100999.312500 Penalty: 2316.239502
	Iteration 18Q: 3 clusters Score -100999.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101074.515625 Penalty: 2316.239502
	Iteration 19Q: 3 clusters Score -101074.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101122.328125 Penalty: 2316.239502
	Iteration 20F: 3 clusters Score -101122.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -101158.289062 Penalty: 2316.239502
	Iteration 21Q: 3 clusters Score -101158.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -101194.289062 Penalty: 2316.239502
	Iteration 22Q: 3 clusters Score -101194.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -101217.460938 Penalty: 2316.239502
	Iteration 23Q: 3 clusters Score -101217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -101228.328125 Penalty: 2316.239502
	Iteration 24Q: 3 clusters Score -101228.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101235.734375 Penalty: 2316.239502
	Iteration 25Q: 3 clusters Score -101235.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -101241.140625 Penalty: 2316.239502
	Iteration 26Q: 3 clusters Score -101241.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101245.101562 Penalty: 2316.239502
	Iteration 27Q: 3 clusters Score -101245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -101245.101562 Penalty: 2316.239502
	Iteration 28F: 3 clusters Score -101245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1072225.000000 Penalty: 1529.565308
	Iteration 0F: 2 clusters Score -1072225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1063648.125000 Penalty: 3059.130615
	Iteration 0F: 3 clusters Score -1063648 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1066500.875000 Penalty: 3059.130615
	Iteration 1F: 3 clusters Score -1066501 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1066719.875000 Penalty: 3059.130615
	Iteration 2F: 3 clusters Score -1066720 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1066897.875000 Penalty: 3059.130615
	Iteration 3Q: 3 clusters Score -1066898 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1067065.750000 Penalty: 3059.130615
	Iteration 4Q: 3 clusters Score -1067066 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1067228.125000 Penalty: 3059.130615
	Iteration 5Q: 3 clusters Score -1067228 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1067425.375000 Penalty: 3059.130615
	Iteration 6Q: 3 clusters Score -1067425 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1067675.375000 Penalty: 3059.130615
	Iteration 7Q: 3 clusters Score -1067675 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1068002.625000 Penalty: 3059.130615
	Iteration 8Q: 3 clusters Score -1068003 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1068431.000000 Penalty: 3059.130615
	Iteration 9F: 3 clusters Score -1068431 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1068868.375000 Penalty: 3059.130615
	Iteration 10F: 3 clusters Score -1068868 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1069333.250000 Penalty: 3059.130615
	Iteration 11F: 3 clusters Score -1069333 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10595 members 
Entering Unmasked Estep 
Score: -1069750.375000 Penalty: 3059.130615
	Iteration 12Q: 3 clusters Score -1069750 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1070087.125000 Penalty: 3059.130615
	Iteration 13Q: 3 clusters Score -1070087 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -1070348.625000 Penalty: 3059.130615
	Iteration 14Q: 3 clusters Score -1070349 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1070515.750000 Penalty: 3059.130615
	Iteration 15Q: 3 clusters Score -1070516 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1070650.625000 Penalty: 3059.130615
	Iteration 16Q: 3 clusters Score -1070651 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1070735.375000 Penalty: 3059.130615
	Iteration 17Q: 3 clusters Score -1070735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -1070798.375000 Penalty: 3059.130615
	Iteration 18Q: 3 clusters Score -1070798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -1070837.375000 Penalty: 3059.130615
	Iteration 19Q: 3 clusters Score -1070837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1070860.875000 Penalty: 3059.130615
	Iteration 20F: 3 clusters Score -1070861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1070880.125000 Penalty: 3059.130615
	Iteration 21Q: 3 clusters Score -1070880 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1070892.250000 Penalty: 3059.130615
	Iteration 22Q: 3 clusters Score -1070892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -1070901.000000 Penalty: 3059.130615
	Iteration 23Q: 3 clusters Score -1070901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1070902.250000 Penalty: 3059.130615
	Iteration 24Q: 3 clusters Score -1070902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1070903.625000 Penalty: 3059.130615
	Iteration 25Q: 3 clusters Score -1070904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1070905.500000 Penalty: 3059.130615
	Iteration 26Q: 3 clusters Score -1070906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1070907.625000 Penalty: 3059.130615
	Iteration 27Q: 3 clusters Score -1070908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1070908.625000 Penalty: 3059.130615
	Iteration 28Q: 3 clusters Score -1070909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1070909.125000 Penalty: 3059.130615
	Iteration 29Q: 3 clusters Score -1070909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1070909.125000 Penalty: 3059.130615
	Iteration 30F: 3 clusters Score -1070909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Entering Unmasked Estep 
Score: -260144.500000 Penalty: 1319.014771
	Iteration 0F: 2 clusters Score -260144.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -257265.125000 Penalty: 2638.029541
	Iteration 0F: 3 clusters Score -257265.1 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -258184.906250 Penalty: 2638.029541
	Iteration 1F: 3 clusters Score -258184.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -258467.390625 Penalty: 2638.029541
	Iteration 2F: 3 clusters Score -258467.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -258662.671875 Penalty: 2638.029541
	Iteration 3F: 3 clusters Score -258662.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -258814.125000 Penalty: 2638.029541
	Iteration 4F: 3 clusters Score -258814.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -258930.390625 Penalty: 2638.029541
	Iteration 5Q: 3 clusters Score -258930.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -259038.031250 Penalty: 2638.029541
	Iteration 6Q: 3 clusters Score -259038 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -259117.656250 Penalty: 2638.029541
	Iteration 7Q: 3 clusters Score -259117.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -259172.593750 Penalty: 2638.029541
	Iteration 8Q: 3 clusters Score -259172.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -259210.546875 Penalty: 2638.029541
	Iteration 9Q: 3 clusters Score -259210.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -259244.187500 Penalty: 2638.029541
	Iteration 10Q: 3 clusters Score -259244.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -259285.468750 Penalty: 2638.029541
	Iteration 11Q: 3 clusters Score -259285.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -259317.265625 Penalty: 2638.029541
	Iteration 12Q: 3 clusters Score -259317.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -259336.562500 Penalty: 2638.029541
	Iteration 13Q: 3 clusters Score -259336.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -259350.125000 Penalty: 2638.029541
	Iteration 14Q: 3 clusters Score -259350.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -259358.796875 Penalty: 2638.029541
	Iteration 15Q: 3 clusters Score -259358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -259363.171875 Penalty: 2638.029541
	Iteration 16Q: 3 clusters Score -259363.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -259364.875000 Penalty: 2638.029541
	Iteration 17Q: 3 clusters Score -259364.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -259367.093750 Penalty: 2638.029541
	Iteration 18Q: 3 clusters Score -259367.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -259370.656250 Penalty: 2638.029541
	Iteration 19Q: 3 clusters Score -259370.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -259376.171875 Penalty: 2638.029541
	Iteration 20F: 3 clusters Score -259376.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -259380.984375 Penalty: 2638.029541
	Iteration 21Q: 3 clusters Score -259381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -259383.187500 Penalty: 2638.029541
	Iteration 22Q: 3 clusters Score -259383.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -259385.546875 Penalty: 2638.029541
	Iteration 23Q: 3 clusters Score -259385.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -259388.343750 Penalty: 2638.029541
	Iteration 24Q: 3 clusters Score -259388.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -259391.296875 Penalty: 2638.029541
	Iteration 25Q: 3 clusters Score -259391.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -259396.328125 Penalty: 2638.029541
	Iteration 26Q: 3 clusters Score -259396.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -259401.593750 Penalty: 2638.029541
	Iteration 27Q: 3 clusters Score -259401.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -259406.687500 Penalty: 2638.029541
	Iteration 28Q: 3 clusters Score -259406.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -259411.125000 Penalty: 2638.029541
	Iteration 29Q: 3 clusters Score -259411.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -259413.312500 Penalty: 2638.029541
	Iteration 30Q: 3 clusters Score -259413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -259415.468750 Penalty: 2638.029541
	Iteration 31Q: 3 clusters Score -259415.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -259417.203125 Penalty: 2638.029541
	Iteration 32Q: 3 clusters Score -259417.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -259417.937500 Penalty: 2638.029541
	Iteration 33Q: 3 clusters Score -259417.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -259418.937500 Penalty: 2638.029541
	Iteration 34Q: 3 clusters Score -259418.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -259418.937500 Penalty: 2638.029541
	Iteration 35F: 3 clusters Score -259418.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Entering Unmasked Estep 
Score: -702721.312500 Penalty: 1462.337769
	Iteration 0F: 2 clusters Score -702721.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -696812.437500 Penalty: 2924.675537
	Iteration 0F: 3 clusters Score -696812.4 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -698602.187500 Penalty: 2924.675537
	Iteration 1F: 3 clusters Score -698602.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -698848.062500 Penalty: 2924.675537
	Iteration 2F: 3 clusters Score -698848.1 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -699075.625000 Penalty: 2924.675537
	Iteration 3F: 3 clusters Score -699075.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -699300.375000 Penalty: 2924.675537
	Iteration 4F: 3 clusters Score -699300.4 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -699539.312500 Penalty: 2924.675537
	Iteration 5F: 3 clusters Score -699539.3 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -699788.437500 Penalty: 2924.675537
	Iteration 6Q: 3 clusters Score -699788.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -700064.437500 Penalty: 2924.675537
	Iteration 7F: 3 clusters Score -700064.4 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -700327.500000 Penalty: 2924.675537
	Iteration 8Q: 3 clusters Score -700327.5 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -700597.062500 Penalty: 2924.675537
	Iteration 9Q: 3 clusters Score -700597.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -700850.812500 Penalty: 2924.675537
	Iteration 10Q: 3 clusters Score -700850.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -701130.562500 Penalty: 2924.675537
	Iteration 11Q: 3 clusters Score -701130.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -701449.312500 Penalty: 2924.675537
	Iteration 12Q: 3 clusters Score -701449.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -701699.062500 Penalty: 2924.675537
	Iteration 13Q: 3 clusters Score -701699.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -701862.125000 Penalty: 2924.675537
	Iteration 14Q: 3 clusters Score -701862.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -701944.437500 Penalty: 2924.675537
	Iteration 15Q: 3 clusters Score -701944.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -701990.500000 Penalty: 2924.675537
	Iteration 16Q: 3 clusters Score -701990.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -702018.687500 Penalty: 2924.675537
	Iteration 17Q: 3 clusters Score -702018.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -702034.312500 Penalty: 2924.675537
	Iteration 18Q: 3 clusters Score -702034.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -702040.250000 Penalty: 2924.675537
	Iteration 19Q: 3 clusters Score -702040.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -702043.437500 Penalty: 2924.675537
	Iteration 20F: 3 clusters Score -702043.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -702047.500000 Penalty: 2924.675537
	Iteration 21Q: 3 clusters Score -702047.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -702049.625000 Penalty: 2924.675537
	Iteration 22Q: 3 clusters Score -702049.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -702054.687500 Penalty: 2924.675537
	Iteration 23Q: 3 clusters Score -702054.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -702059.687500 Penalty: 2924.675537
	Iteration 24Q: 3 clusters Score -702059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -702061.437500 Penalty: 2924.675537
	Iteration 25Q: 3 clusters Score -702061.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -702063.000000 Penalty: 2924.675537
	Iteration 26Q: 3 clusters Score -702063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -702063.312500 Penalty: 2924.675537
	Iteration 27Q: 3 clusters Score -702063.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -702063.625000 Penalty: 2924.675537
	Iteration 28Q: 3 clusters Score -702063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -702063.625000 Penalty: 2924.675537
	Iteration 29F: 3 clusters Score -702063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -153906.703125 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -153906.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -151938.375000 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -151938.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -152405.656250 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -152405.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152526.921875 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -152526.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152602.343750 Penalty: 2435.870361
	Iteration 3Q: 3 clusters Score -152602.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152665.218750 Penalty: 2435.870361
	Iteration 4Q: 3 clusters Score -152665.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -152711.562500 Penalty: 2435.870361
	Iteration 5Q: 3 clusters Score -152711.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152741.093750 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -152741.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152760.328125 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -152760.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152784.531250 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -152784.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152805.109375 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -152805.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152836.234375 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -152836.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152868.265625 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -152868.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152900.328125 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -152900.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152926.484375 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -152926.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -152950.187500 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -152950.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152969.718750 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -152969.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -152989.484375 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -152989.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -153018.250000 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -153018.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -153054.109375 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -153054.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -153073.515625 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -153073.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -153086.937500 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -153086.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -153103.890625 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -153103.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -153114.437500 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -153114.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -153120.140625 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -153120.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -153125.937500 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -153125.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153127.406250 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -153127.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -153129.718750 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -153129.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153131.359375 Penalty: 2435.870361
	Iteration 27Q: 3 clusters Score -153131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153134.343750 Penalty: 2435.870361
	Iteration 28Q: 3 clusters Score -153134.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153135.421875 Penalty: 2435.870361
	Iteration 29Q: 3 clusters Score -153135.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153135.421875 Penalty: 2435.870361
	Iteration 30F: 3 clusters Score -153135.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -158890.703125 Penalty: 1228.174194
	Iteration 0F: 2 clusters Score -158890.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -156864.312500 Penalty: 2456.348389
	Iteration 0F: 3 clusters Score -156864.3 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -157363.250000 Penalty: 2456.348389
	Iteration 1F: 3 clusters Score -157363.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -157505.140625 Penalty: 2456.348389
	Iteration 2F: 3 clusters Score -157505.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -157588.875000 Penalty: 2456.348389
	Iteration 3F: 3 clusters Score -157588.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -157641.703125 Penalty: 2456.348389
	Iteration 4Q: 3 clusters Score -157641.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -157684.968750 Penalty: 2456.348389
	Iteration 5Q: 3 clusters Score -157685 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -157734.500000 Penalty: 2456.348389
	Iteration 6Q: 3 clusters Score -157734.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -157806.656250 Penalty: 2456.348389
	Iteration 7Q: 3 clusters Score -157806.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -157871.562500 Penalty: 2456.348389
	Iteration 8Q: 3 clusters Score -157871.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -157921.093750 Penalty: 2456.348389
	Iteration 9Q: 3 clusters Score -157921.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -157961.015625 Penalty: 2456.348389
	Iteration 10Q: 3 clusters Score -157961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -157992.578125 Penalty: 2456.348389
	Iteration 11Q: 3 clusters Score -157992.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -158025.531250 Penalty: 2456.348389
	Iteration 12Q: 3 clusters Score -158025.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -158058.359375 Penalty: 2456.348389
	Iteration 13Q: 3 clusters Score -158058.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -158085.703125 Penalty: 2456.348389
	Iteration 14Q: 3 clusters Score -158085.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -158110.828125 Penalty: 2456.348389
	Iteration 15Q: 3 clusters Score -158110.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -158124.375000 Penalty: 2456.348389
	Iteration 16Q: 3 clusters Score -158124.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -158139.578125 Penalty: 2456.348389
	Iteration 17Q: 3 clusters Score -158139.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158147.093750 Penalty: 2456.348389
	Iteration 18Q: 3 clusters Score -158147.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158151.609375 Penalty: 2456.348389
	Iteration 19Q: 3 clusters Score -158151.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -158155.109375 Penalty: 2456.348389
	Iteration 20F: 3 clusters Score -158155.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -158157.015625 Penalty: 2456.348389
	Iteration 21Q: 3 clusters Score -158157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158157.187500 Penalty: 2456.348389
	Iteration 22Q: 3 clusters Score -158157.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -158157.187500 Penalty: 2456.348389
	Iteration 23F: 3 clusters Score -158157.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -87752.890625 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -87752.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -86245.187500 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -86245.19 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86545.851562 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -86545.85 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -86711.156250 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -86711.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86918.070312 Penalty: 2271.533936
	Iteration 3F: 3 clusters Score -86918.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87011.382812 Penalty: 2271.533936
	Iteration 4F: 3 clusters Score -87011.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -87074.000000 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -87074 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87108.820312 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -87108.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -87127.539062 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -87127.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -87149.687500 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -87149.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -87162.218750 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -87162.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -87174.062500 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -87174.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87181.359375 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -87181.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -87182.078125 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -87182.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87182.351562 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -87182.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -87182.351562 Penalty: 2271.533936
	Iteration 14F: 3 clusters Score -87182.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 12344 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1035 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38218 members 
Mstep: Class 11 contains 12219 members 
Mstep: Class 12 contains 1332 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 3184 members 
Mstep: Class 15 contains 2072 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9658 members 
Mstep: Class 20 contains 44692 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110276 members 
Mstep: Class 23 contains 12793 members 
Mstep: Class 24 contains 6093 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7430 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1245 members 
Mstep: Class 37 contains 12243 members 
Mstep: Class 38 contains 3351 members 
Mstep: Class 39 contains 8095 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1916 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890048.000000 Penalty: 89363.875000
Iteration 159Q: 43 clusters Score -4.089005e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 12348 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1034 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1502 members 
Mstep: Class 7 contains 9570 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18776 members 
Mstep: Class 10 contains 38220 members 
Mstep: Class 11 contains 12214 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1118 members 
Mstep: Class 14 contains 3185 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 20 contains 44693 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110272 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 6099 members 
Mstep: Class 25 contains 2983 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7429 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11613 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1246 members 
Mstep: Class 37 contains 12240 members 
Mstep: Class 38 contains 3362 members 
Mstep: Class 39 contains 8093 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 1915 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889936.000000 Penalty: 89363.875000
Iteration 160F: 43 clusters Score -4.088994e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1031 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 9566 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 38220 members 
Mstep: Class 11 contains 12212 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 5180 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9650 members 
Mstep: Class 20 contains 44692 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110270 members 
Mstep: Class 23 contains 12795 members 
Mstep: Class 24 contains 6100 members 
Mstep: Class 25 contains 2982 members 
Mstep: Class 26 contains 1616 members 
Mstep: Class 27 contains 341 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7428 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1250 members 
Mstep: Class 37 contains 12237 members 
Mstep: Class 38 contains 3373 members 
Mstep: Class 39 contains 8092 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 1914 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889972.000000 Penalty: 89363.875000
Iteration 161Q: 43 clusters Score -4.088997e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9554 members 
Mstep: Class 8 contains 42186 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 38221 members 
Mstep: Class 11 contains 12210 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 3277 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9647 members 
Mstep: Class 20 contains 44694 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110269 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 6103 members 
Mstep: Class 25 contains 2979 members 
Mstep: Class 26 contains 1617 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7428 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11613 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1254 members 
Mstep: Class 37 contains 12234 members 
Mstep: Class 38 contains 3387 members 
Mstep: Class 39 contains 8091 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890032.000000 Penalty: 89363.875000
Iteration 162Q: 43 clusters Score -4.089003e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 12358 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 1019 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 9542 members 
Mstep: Class 8 contains 42190 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 38220 members 
Mstep: Class 11 contains 12208 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1119 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2071 members 
Mstep: Class 16 contains 5178 members 
Mstep: Class 17 contains 3278 members 
Mstep: Class 18 contains 3318 members 
Mstep: Class 19 contains 9644 members 
Mstep: Class 20 contains 44697 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110267 members 
Mstep: Class 23 contains 12791 members 
Mstep: Class 24 contains 6106 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7429 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1255 members 
Mstep: Class 37 contains 12230 members 
Mstep: Class 38 contains 3404 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1800 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890064.000000 Penalty: 89363.875000
Iteration 163Q: 43 clusters Score -4.089006e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 1012 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1523 members 
Mstep: Class 7 contains 9528 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 38220 members 
Mstep: Class 11 contains 12205 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1120 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5186 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 44702 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110260 members 
Mstep: Class 23 contains 12790 members 
Mstep: Class 24 contains 6112 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8358 members 
Mstep: Class 29 contains 22214 members 
Mstep: Class 30 contains 7429 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1258 members 
Mstep: Class 37 contains 12223 members 
Mstep: Class 38 contains 3412 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890128.000000 Penalty: 89363.875000
Iteration 164Q: 43 clusters Score -4.089013e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 1005 members 
Mstep: Class 5 contains 4135 members 
Mstep: Class 6 contains 1531 members 
Mstep: Class 7 contains 9526 members 
Mstep: Class 8 contains 42189 members 
Mstep: Class 9 contains 18778 members 
Mstep: Class 10 contains 38221 members 
Mstep: Class 11 contains 12206 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5192 members 
Mstep: Class 17 contains 3284 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 44705 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110248 members 
Mstep: Class 23 contains 12789 members 
Mstep: Class 24 contains 6118 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8357 members 
Mstep: Class 29 contains 22210 members 
Mstep: Class 30 contains 7427 members 
Mstep: Class 31 contains 1294 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1262 members 
Mstep: Class 37 contains 12220 members 
Mstep: Class 38 contains 3417 members 
Mstep: Class 39 contains 8091 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890188.000000 Penalty: 89363.875000
Iteration 165Q: 43 clusters Score -4.089019e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 12366 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 999 members 
Mstep: Class 5 contains 4134 members 
Mstep: Class 6 contains 1534 members 
Mstep: Class 7 contains 9518 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 18779 members 
Mstep: Class 10 contains 38218 members 
Mstep: Class 11 contains 12203 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5195 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9626 members 
Mstep: Class 20 contains 44710 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110246 members 
Mstep: Class 23 contains 12790 members 
Mstep: Class 24 contains 6124 members 
Mstep: Class 25 contains 2977 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8356 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 7425 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1267 members 
Mstep: Class 37 contains 12216 members 
Mstep: Class 38 contains 3421 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1913 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890276.000000 Penalty: 89363.875000
Iteration 166Q: 43 clusters Score -4.089028e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4132 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9515 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18780 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12203 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3186 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 17 contains 3294 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9617 members 
Mstep: Class 20 contains 44713 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110240 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 6130 members 
Mstep: Class 25 contains 2976 members 
Mstep: Class 26 contains 1618 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 8358 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7422 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1455 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1272 members 
Mstep: Class 37 contains 12213 members 
Mstep: Class 38 contains 3424 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890212.000000 Penalty: 89363.875000
Iteration 167Q: 43 clusters Score -4.089021e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 12365 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 4129 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9508 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 18782 members 
Mstep: Class 10 contains 38214 members 
Mstep: Class 11 contains 12202 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9607 members 
Mstep: Class 20 contains 44717 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110234 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 6140 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 22218 members 
Mstep: Class 30 contains 7420 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1275 members 
Mstep: Class 37 contains 12208 members 
Mstep: Class 38 contains 3433 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890280.000000 Penalty: 89363.875000
Iteration 168Q: 43 clusters Score -4.089028e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 12363 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 9509 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 18782 members 
Mstep: Class 10 contains 38213 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5203 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9599 members 
Mstep: Class 20 contains 44723 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110224 members 
Mstep: Class 23 contains 12792 members 
Mstep: Class 24 contains 6149 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1619 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 8360 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7421 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1282 members 
Mstep: Class 37 contains 12201 members 
Mstep: Class 38 contains 3440 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890268.000000 Penalty: 89363.875000
Iteration 169Q: 43 clusters Score -4.089027e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 9503 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 18782 members 
Mstep: Class 10 contains 38214 members 
Mstep: Class 11 contains 12201 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3187 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5204 members 
Mstep: Class 17 contains 3295 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9592 members 
Mstep: Class 20 contains 44726 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110218 members 
Mstep: Class 23 contains 12793 members 
Mstep: Class 24 contains 6156 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 340 members 
Mstep: Class 28 contains 8361 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 7419 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1286 members 
Mstep: Class 37 contains 12198 members 
Mstep: Class 38 contains 3445 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1799 members 
Mstep: Class 41 contains 1912 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890164.000000 Penalty: 89363.875000
Iteration 170Q: 43 clusters Score -4.089016e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 4128 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 9494 members 
Mstep: Class 8 contains 42180 members 
Mstep: Class 9 contains 18777 members 
Mstep: Class 10 contains 38213 members 
Mstep: Class 11 contains 12197 members 
Mstep: Class 12 contains 1333 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5210 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9590 members 
Mstep: Class 20 contains 44729 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110214 members 
Mstep: Class 23 contains 12794 members 
Mstep: Class 24 contains 6164 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 339 members 
Mstep: Class 28 contains 8363 members 
Mstep: Class 29 contains 22211 members 
Mstep: Class 30 contains 7417 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1291 members 
Mstep: Class 37 contains 12196 members 
Mstep: Class 38 contains 3454 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1800 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890200.000000 Penalty: 89363.875000
Iteration 171Q: 43 clusters Score -4.08902e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 1544 members 
Mstep: Class 7 contains 9489 members 
Mstep: Class 8 contains 42179 members 
Mstep: Class 9 contains 18775 members 
Mstep: Class 10 contains 38213 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5215 members 
Mstep: Class 17 contains 3300 members 
Mstep: Class 18 contains 3321 members 
Mstep: Class 19 contains 9585 members 
Mstep: Class 20 contains 44729 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110208 members 
Mstep: Class 23 contains 12799 members 
Mstep: Class 24 contains 6170 members 
Mstep: Class 25 contains 2975 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 338 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 7416 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11609 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1293 members 
Mstep: Class 37 contains 12195 members 
Mstep: Class 38 contains 3462 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1801 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890180.000000 Penalty: 89363.875000
Iteration 172Q: 43 clusters Score -4.089018e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 12360 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9483 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 18774 members 
Mstep: Class 10 contains 38212 members 
Mstep: Class 11 contains 12190 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5219 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9577 members 
Mstep: Class 20 contains 44728 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110201 members 
Mstep: Class 23 contains 12800 members 
Mstep: Class 24 contains 6176 members 
Mstep: Class 25 contains 2974 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7415 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1295 members 
Mstep: Class 37 contains 12195 members 
Mstep: Class 38 contains 3472 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890128.000000 Penalty: 89363.875000
Iteration 173Q: 43 clusters Score -4.089013e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 9482 members 
Mstep: Class 8 contains 42190 members 
Mstep: Class 9 contains 18771 members 
Mstep: Class 10 contains 38213 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1121 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5222 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9565 members 
Mstep: Class 20 contains 44731 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110195 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6182 members 
Mstep: Class 25 contains 2973 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7411 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12192 members 
Mstep: Class 38 contains 3481 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890140.000000 Penalty: 89363.875000
Iteration 174Q: 43 clusters Score -4.089014e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36280 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 9478 members 
Mstep: Class 8 contains 42196 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 38211 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5224 members 
Mstep: Class 17 contains 3299 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9562 members 
Mstep: Class 20 contains 44734 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110189 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6187 members 
Mstep: Class 25 contains 2972 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12190 members 
Mstep: Class 38 contains 3484 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890184.000000 Penalty: 89363.875000
Iteration 175Q: 43 clusters Score -4.089018e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 9469 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18769 members 
Mstep: Class 10 contains 38212 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5226 members 
Mstep: Class 17 contains 3298 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9557 members 
Mstep: Class 20 contains 44736 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110187 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6191 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11611 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12191 members 
Mstep: Class 38 contains 3493 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890168.000000 Penalty: 89363.875000
Iteration 176Q: 43 clusters Score -4.089017e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 9468 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38212 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5227 members 
Mstep: Class 17 contains 3296 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9552 members 
Mstep: Class 20 contains 44738 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110181 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6196 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12191 members 
Mstep: Class 38 contains 3501 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890148.000000 Penalty: 89363.875000
Iteration 177Q: 43 clusters Score -4.089015e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 9473 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 38214 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2066 members 
Mstep: Class 16 contains 5229 members 
Mstep: Class 17 contains 3293 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9547 members 
Mstep: Class 20 contains 44737 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110174 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6200 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12192 members 
Mstep: Class 38 contains 3511 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890196.000000 Penalty: 89363.875000
Iteration 178Q: 43 clusters Score -4.08902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4126 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 9467 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 38216 members 
Mstep: Class 11 contains 12185 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 17 contains 3292 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9541 members 
Mstep: Class 20 contains 44736 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110170 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6207 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12193 members 
Mstep: Class 38 contains 3521 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1807 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890172.000000 Penalty: 89363.875000
Iteration 179Q: 43 clusters Score -4.089017e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4125 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 9465 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12185 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 3289 members 
Mstep: Class 18 contains 3320 members 
Mstep: Class 19 contains 9532 members 
Mstep: Class 20 contains 44740 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6211 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12192 members 
Mstep: Class 38 contains 3527 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890168.000000 Penalty: 89363.875000
Iteration 180F: 43 clusters Score -4.089017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 982 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 42191 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 3322 members 
Mstep: Class 19 contains 9525 members 
Mstep: Class 20 contains 44743 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110172 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6217 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1456 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12191 members 
Mstep: Class 38 contains 3531 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890184.000000 Penalty: 89363.875000
Iteration 181Q: 43 clusters Score -4.089018e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 9455 members 
Mstep: Class 8 contains 42193 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5235 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110171 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6220 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8364 members 
Mstep: Class 29 contains 22212 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11609 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2395 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3534 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890220.000000 Penalty: 89363.875000
Iteration 182Q: 43 clusters Score -4.089022e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 1540 members 
Mstep: Class 7 contains 9448 members 
Mstep: Class 8 contains 42194 members 
Mstep: Class 9 contains 18764 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5240 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9515 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110170 members 
Mstep: Class 23 contains 12800 members 
Mstep: Class 24 contains 6223 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22212 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1457 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3537 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890196.000000 Penalty: 89363.875000
Iteration 183Q: 43 clusters Score -4.08902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 9444 members 
Mstep: Class 8 contains 42194 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38217 members 
Mstep: Class 11 contains 12185 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9510 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6224 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22213 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3541 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890192.000000 Penalty: 89363.875000
Iteration 184Q: 43 clusters Score -4.089019e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 983 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 9439 members 
Mstep: Class 8 contains 42195 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38216 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9503 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110166 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6225 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22214 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12186 members 
Mstep: Class 38 contains 3545 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890180.000000 Penalty: 89363.875000
Iteration 185Q: 43 clusters Score -4.089018e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12354 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 9431 members 
Mstep: Class 8 contains 42196 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 38216 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 5252 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9494 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110164 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6225 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22215 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12185 members 
Mstep: Class 38 contains 3550 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890204.000000 Penalty: 89363.875000
Iteration 186Q: 43 clusters Score -4.08902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4124 members 
Mstep: Class 6 contains 1538 members 
Mstep: Class 7 contains 9428 members 
Mstep: Class 8 contains 42195 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38215 members 
Mstep: Class 11 contains 12186 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5254 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 3323 members 
Mstep: Class 19 contains 9489 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110162 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22216 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12185 members 
Mstep: Class 38 contains 3554 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890192.000000 Penalty: 89363.875000
Iteration 187Q: 43 clusters Score -4.089019e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4123 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 9431 members 
Mstep: Class 8 contains 42194 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38214 members 
Mstep: Class 11 contains 12184 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2069 members 
Mstep: Class 16 contains 5256 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 44755 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110158 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11607 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12185 members 
Mstep: Class 38 contains 3556 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890172.000000 Penalty: 89363.875000
Iteration 188Q: 43 clusters Score -4.089017e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9431 members 
Mstep: Class 8 contains 42192 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38213 members 
Mstep: Class 11 contains 12182 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110157 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3562 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890120.000000 Penalty: 89363.875000
Iteration 189Q: 43 clusters Score -4.089012e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9431 members 
Mstep: Class 8 contains 42189 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38212 members 
Mstep: Class 11 contains 12180 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 44753 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110159 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3565 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890124.000000 Penalty: 89363.875000
Iteration 190Q: 43 clusters Score -4.089012e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12353 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4122 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 18768 members 
Mstep: Class 10 contains 38211 members 
Mstep: Class 11 contains 12180 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110158 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6226 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1300 members 
Mstep: Class 37 contains 12190 members 
Mstep: Class 38 contains 3567 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890116.000000 Penalty: 89363.875000
Iteration 191Q: 43 clusters Score -4.089012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4121 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9486 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110159 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6227 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1301 members 
Mstep: Class 37 contains 12191 members 
Mstep: Class 38 contains 3569 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890108.000000 Penalty: 89363.875000
Iteration 192Q: 43 clusters Score -4.089011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4119 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42186 members 
Mstep: Class 9 contains 18767 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12182 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9485 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110161 members 
Mstep: Class 23 contains 12801 members 
Mstep: Class 24 contains 6228 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1302 members 
Mstep: Class 37 contains 12192 members 
Mstep: Class 38 contains 3569 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890124.000000 Penalty: 89363.875000
Iteration 193Q: 43 clusters Score -4.089012e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4116 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9482 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110164 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6230 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12192 members 
Mstep: Class 38 contains 3571 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890124.000000 Penalty: 89363.875000
Iteration 194Q: 43 clusters Score -4.089012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4115 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110165 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6231 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12190 members 
Mstep: Class 38 contains 3572 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890128.000000 Penalty: 89363.875000
Iteration 195Q: 43 clusters Score -4.089013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4114 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110166 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890136.000000 Penalty: 89363.875000
Iteration 196Q: 43 clusters Score -4.089014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890148.000000 Penalty: 89363.875000
Iteration 197Q: 43 clusters Score -4.089015e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890148.000000 Penalty: 89363.875000
Iteration 198F: 43 clusters Score -4.089015e+07 nChanged 0
Entering ConstructFrom: 
Score: -40890148.000000 Penalty: 89363.875000
Entering ConstructFrom: 
Trying to split cluster 1 (36285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36285 members 
Entering Unmasked Estep 
Score: -3217981.250000 Penalty: 1706.113525
	Iteration 0F: 2 clusters Score -3217981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -3193696.000000 Penalty: 3412.227051
	Iteration 0F: 3 clusters Score -3193696 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -3202933.500000 Penalty: 3412.227051
	Iteration 1F: 3 clusters Score -3202934 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3203436.750000 Penalty: 3412.227051
	Iteration 2Q: 3 clusters Score -3203437 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3204087.750000 Penalty: 3412.227051
	Iteration 3Q: 3 clusters Score -3204088 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3204994.000000 Penalty: 3412.227051
	Iteration 4F: 3 clusters Score -3204994 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -3206282.000000 Penalty: 3412.227051
	Iteration 5F: 3 clusters Score -3206282 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3207970.750000 Penalty: 3412.227051
	Iteration 6F: 3 clusters Score -3207971 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -3210124.250000 Penalty: 3412.227051
	Iteration 7F: 3 clusters Score -3210124 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -3212321.500000 Penalty: 3412.227051
	Iteration 8F: 3 clusters Score -3212322 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -3214146.250000 Penalty: 3412.227051
	Iteration 9F: 3 clusters Score -3214146 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -3215217.750000 Penalty: 3412.227051
	Iteration 10Q: 3 clusters Score -3215218 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 35090 members 
Entering Unmasked Estep 
Score: -3215739.500000 Penalty: 3412.227051
	Iteration 11Q: 3 clusters Score -3215740 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -3216036.500000 Penalty: 3412.227051
	Iteration 12Q: 3 clusters Score -3216036 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35558 members 
Entering Unmasked Estep 
Score: -3216231.000000 Penalty: 3412.227051
	Iteration 13Q: 3 clusters Score -3216231 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3216320.250000 Penalty: 3412.227051
	Iteration 14Q: 3 clusters Score -3216320 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35709 members 
Entering Unmasked Estep 
Score: -3216378.250000 Penalty: 3412.227051
	Iteration 15Q: 3 clusters Score -3216378 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -3216412.500000 Penalty: 3412.227051
	Iteration 16Q: 3 clusters Score -3216412 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 35787 members 
Entering Unmasked Estep 
Score: -3216451.500000 Penalty: 3412.227051
	Iteration 17Q: 3 clusters Score -3216452 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -3216465.500000 Penalty: 3412.227051
	Iteration 18Q: 3 clusters Score -3216466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3216481.250000 Penalty: 3412.227051
	Iteration 19Q: 3 clusters Score -3216481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 35834 members 
Entering Unmasked Estep 
Score: -3216485.500000 Penalty: 3412.227051
	Iteration 20F: 3 clusters Score -3216486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3216488.750000 Penalty: 3412.227051
	Iteration 21Q: 3 clusters Score -3216489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -3216492.500000 Penalty: 3412.227051
	Iteration 22Q: 3 clusters Score -3216492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -3216492.000000 Penalty: 3412.227051
	Iteration 23Q: 3 clusters Score -3216492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 35841 members 
Entering Unmasked Estep 
Score: -3216493.750000 Penalty: 3412.227051
	Iteration 24Q: 3 clusters Score -3216494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -3216493.750000 Penalty: 3412.227051
	Iteration 25Q: 3 clusters Score -3216494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -3216499.750000 Penalty: 3412.227051
	Iteration 26Q: 3 clusters Score -3216500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35851 members 
Entering Unmasked Estep 
Score: -3216503.750000 Penalty: 3412.227051
	Iteration 27Q: 3 clusters Score -3216504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -3216509.250000 Penalty: 3412.227051
	Iteration 28Q: 3 clusters Score -3216509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3216511.750000 Penalty: 3412.227051
	Iteration 29Q: 3 clusters Score -3216512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -3216509.500000 Penalty: 3412.227051
	Iteration 30Q: 3 clusters Score -3216510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -3216509.000000 Penalty: 3412.227051
	Iteration 31Q: 3 clusters Score -3216509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 35859 members 
Entering Unmasked Estep 
Score: -3216509.000000 Penalty: 3412.227051
	Iteration 32F: 3 clusters Score -3216509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Entering Unmasked Estep 
Score: -1095213.375000 Penalty: 1531.005737
	Iteration 0F: 2 clusters Score -1095213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1086467.625000 Penalty: 3062.011475
	Iteration 0F: 3 clusters Score -1086468 nChanged 5438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1089514.000000 Penalty: 3062.011475
	Iteration 1F: 3 clusters Score -1089514 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1089771.125000 Penalty: 3062.011475
	Iteration 2F: 3 clusters Score -1089771 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1089983.500000 Penalty: 3062.011475
	Iteration 3Q: 3 clusters Score -1089984 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1090188.500000 Penalty: 3062.011475
	Iteration 4Q: 3 clusters Score -1090188 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1090405.625000 Penalty: 3062.011475
	Iteration 5Q: 3 clusters Score -1090406 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1090647.875000 Penalty: 3062.011475
	Iteration 6Q: 3 clusters Score -1090648 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1090925.500000 Penalty: 3062.011475
	Iteration 7Q: 3 clusters Score -1090926 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1091231.250000 Penalty: 3062.011475
	Iteration 8Q: 3 clusters Score -1091231 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1091587.125000 Penalty: 3062.011475
	Iteration 9Q: 3 clusters Score -1091587 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1091982.750000 Penalty: 3062.011475
	Iteration 10Q: 3 clusters Score -1091983 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1092364.625000 Penalty: 3062.011475
	Iteration 11Q: 3 clusters Score -1092365 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1092702.375000 Penalty: 3062.011475
	Iteration 12Q: 3 clusters Score -1092702 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1092999.500000 Penalty: 3062.011475
	Iteration 13Q: 3 clusters Score -1093000 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1093227.875000 Penalty: 3062.011475
	Iteration 14Q: 3 clusters Score -1093228 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1093419.125000 Penalty: 3062.011475
	Iteration 15Q: 3 clusters Score -1093419 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1093564.375000 Penalty: 3062.011475
	Iteration 16Q: 3 clusters Score -1093564 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1093662.500000 Penalty: 3062.011475
	Iteration 17Q: 3 clusters Score -1093662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1093730.500000 Penalty: 3062.011475
	Iteration 18Q: 3 clusters Score -1093730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1093783.625000 Penalty: 3062.011475
	Iteration 19Q: 3 clusters Score -1093784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1093828.500000 Penalty: 3062.011475
	Iteration 20F: 3 clusters Score -1093828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1093866.500000 Penalty: 3062.011475
	Iteration 21Q: 3 clusters Score -1093866 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1093894.000000 Penalty: 3062.011475
	Iteration 22Q: 3 clusters Score -1093894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1093916.000000 Penalty: 3062.011475
	Iteration 23Q: 3 clusters Score -1093916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1093935.750000 Penalty: 3062.011475
	Iteration 24Q: 3 clusters Score -1093936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1093950.125000 Penalty: 3062.011475
	Iteration 25Q: 3 clusters Score -1093950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1093956.375000 Penalty: 3062.011475
	Iteration 26Q: 3 clusters Score -1093956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1093960.000000 Penalty: 3062.011475
	Iteration 27Q: 3 clusters Score -1093960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1093961.375000 Penalty: 3062.011475
	Iteration 28Q: 3 clusters Score -1093961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1093964.625000 Penalty: 3062.011475
	Iteration 29Q: 3 clusters Score -1093965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1093970.625000 Penalty: 3062.011475
	Iteration 30Q: 3 clusters Score -1093971 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1093974.000000 Penalty: 3062.011475
	Iteration 31Q: 3 clusters Score -1093974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1093975.250000 Penalty: 3062.011475
	Iteration 32Q: 3 clusters Score -1093975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1093975.250000 Penalty: 3062.011475
	Iteration 33Q: 3 clusters Score -1093975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1093976.250000 Penalty: 3062.011475
	Iteration 34Q: 3 clusters Score -1093976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1093980.875000 Penalty: 3062.011475
	Iteration 35Q: 3 clusters Score -1093981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1093983.750000 Penalty: 3062.011475
	Iteration 36Q: 3 clusters Score -1093984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1093983.750000 Penalty: 3062.011475
	Iteration 37Q: 3 clusters Score -1093984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1093983.750000 Penalty: 3062.011475
	Iteration 38F: 3 clusters Score -1093984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Entering Unmasked Estep 
Score: -301648.750000 Penalty: 1327.102417
	Iteration 0F: 2 clusters Score -301648.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -298666.375000 Penalty: 2654.204834
	Iteration 0F: 3 clusters Score -298666.4 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -299597.937500 Penalty: 2654.204834
	Iteration 1F: 3 clusters Score -299597.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -299847.250000 Penalty: 2654.204834
	Iteration 2F: 3 clusters Score -299847.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -300029.750000 Penalty: 2654.204834
	Iteration 3F: 3 clusters Score -300029.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -300145.937500 Penalty: 2654.204834
	Iteration 4F: 3 clusters Score -300145.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -300266.812500 Penalty: 2654.204834
	Iteration 5F: 3 clusters Score -300266.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -300378.500000 Penalty: 2654.204834
	Iteration 6Q: 3 clusters Score -300378.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -300482.937500 Penalty: 2654.204834
	Iteration 7Q: 3 clusters Score -300482.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -300582.281250 Penalty: 2654.204834
	Iteration 8Q: 3 clusters Score -300582.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -300696.343750 Penalty: 2654.204834
	Iteration 9Q: 3 clusters Score -300696.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -300818.500000 Penalty: 2654.204834
	Iteration 10Q: 3 clusters Score -300818.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -300925.937500 Penalty: 2654.204834
	Iteration 11Q: 3 clusters Score -300925.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -300991.093750 Penalty: 2654.204834
	Iteration 12Q: 3 clusters Score -300991.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -301024.875000 Penalty: 2654.204834
	Iteration 13Q: 3 clusters Score -301024.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -301047.625000 Penalty: 2654.204834
	Iteration 14Q: 3 clusters Score -301047.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -301065.437500 Penalty: 2654.204834
	Iteration 15Q: 3 clusters Score -301065.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -301072.437500 Penalty: 2654.204834
	Iteration 16Q: 3 clusters Score -301072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -301077.531250 Penalty: 2654.204834
	Iteration 17Q: 3 clusters Score -301077.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -301081.156250 Penalty: 2654.204834
	Iteration 18Q: 3 clusters Score -301081.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -301084.718750 Penalty: 2654.204834
	Iteration 19Q: 3 clusters Score -301084.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -301087.125000 Penalty: 2654.204834
	Iteration 20F: 3 clusters Score -301087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -301088.937500 Penalty: 2654.204834
	Iteration 21Q: 3 clusters Score -301088.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -301090.843750 Penalty: 2654.204834
	Iteration 22Q: 3 clusters Score -301090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -301090.968750 Penalty: 2654.204834
	Iteration 23Q: 3 clusters Score -301091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -301090.968750 Penalty: 2654.204834
	Iteration 24F: 3 clusters Score -301091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Entering Unmasked Estep 
Score: -65695.734375 Penalty: 1120.054199
	Iteration 0F: 2 clusters Score -65695.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -64366.601562 Penalty: 2240.108398
	Iteration 0F: 3 clusters Score -64366.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -64855.218750 Penalty: 2240.108398
	Iteration 1F: 3 clusters Score -64855.22 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -65035.109375 Penalty: 2240.108398
	Iteration 2F: 3 clusters Score -65035.11 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -65166.296875 Penalty: 2240.108398
	Iteration 3F: 3 clusters Score -65166.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -65207.992188 Penalty: 2240.108398
	Iteration 4Q: 3 clusters Score -65207.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -65238.019531 Penalty: 2240.108398
	Iteration 5Q: 3 clusters Score -65238.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -65254.785156 Penalty: 2240.108398
	Iteration 6Q: 3 clusters Score -65254.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65272.449219 Penalty: 2240.108398
	Iteration 7Q: 3 clusters Score -65272.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -65289.703125 Penalty: 2240.108398
	Iteration 8Q: 3 clusters Score -65289.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -65293.773438 Penalty: 2240.108398
	Iteration 9Q: 3 clusters Score -65293.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65294.847656 Penalty: 2240.108398
	Iteration 10Q: 3 clusters Score -65294.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65300.828125 Penalty: 2240.108398
	Iteration 11Q: 3 clusters Score -65300.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -65305.558594 Penalty: 2240.108398
	Iteration 12Q: 3 clusters Score -65305.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -65313.054688 Penalty: 2240.108398
	Iteration 13Q: 3 clusters Score -65313.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65317.707031 Penalty: 2240.108398
	Iteration 14Q: 3 clusters Score -65317.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65320.484375 Penalty: 2240.108398
	Iteration 15Q: 3 clusters Score -65320.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -65320.484375 Penalty: 2240.108398
	Iteration 16F: 3 clusters Score -65320.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -359841.906250 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -359841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -356397.906250 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -356397.9 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -357289.531250 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -357289.5 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -357502.875000 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -357502.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -357652.468750 Penalty: 2704.541016
	Iteration 3F: 3 clusters Score -357652.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -357823.531250 Penalty: 2704.541016
	Iteration 4F: 3 clusters Score -357823.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -357970.562500 Penalty: 2704.541016
	Iteration 5F: 3 clusters Score -357970.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -358099.406250 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -358099.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -358239.843750 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -358239.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -358372.062500 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -358372.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -358483.812500 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -358483.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -358562.062500 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -358562.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -358611.406250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -358611.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -358649.187500 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -358649.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -358683.312500 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -358683.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -358709.593750 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -358709.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -358725.843750 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -358725.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -358741.468750 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -358741.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -358749.250000 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -358749.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -358756.906250 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -358756.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -358766.031250 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -358766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -358775.406250 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -358775.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -358783.187500 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -358783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -358787.812500 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -358787.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -358793.250000 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -358793.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -358798.437500 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -358798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -358802.781250 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -358802.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -358808.812500 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -358808.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -358812.125000 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -358812.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -358814.843750 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -358814.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -358816.843750 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -358816.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -358818.343750 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -358818.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -358820.437500 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -358820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -358822.250000 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -358822.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -358825.593750 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -358825.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -358829.843750 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -358829.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -358834.062500 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -358834.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -358837.937500 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -358837.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -358843.375000 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -358843.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -358846.187500 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -358846.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -358849.812500 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -358849.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -358851.187500 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -358851.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -358851.593750 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -358851.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -358852.343750 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -358852.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -358853.968750 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -358854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -358855.250000 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -358855.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -358855.468750 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -358855.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -358855.812500 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -358855.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -358857.062500 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -358857.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -358857.937500 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -358857.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -358857.531250 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -358857.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -358857.531250 Penalty: 2704.541016
	Iteration 50F: 3 clusters Score -358857.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Entering Unmasked Estep 
Score: -108366.648438 Penalty: 1192.252197
	Iteration 0F: 2 clusters Score -108366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -106602.382812 Penalty: 2384.504395
	Iteration 0F: 3 clusters Score -106602.4 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -107150.203125 Penalty: 2384.504395
	Iteration 1F: 3 clusters Score -107150.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -107366.765625 Penalty: 2384.504395
	Iteration 2F: 3 clusters Score -107366.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -107509.484375 Penalty: 2384.504395
	Iteration 3F: 3 clusters Score -107509.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -107594.203125 Penalty: 2384.504395
	Iteration 4Q: 3 clusters Score -107594.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -107667.718750 Penalty: 2384.504395
	Iteration 5Q: 3 clusters Score -107667.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -107709.765625 Penalty: 2384.504395
	Iteration 6Q: 3 clusters Score -107709.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -107751.960938 Penalty: 2384.504395
	Iteration 7Q: 3 clusters Score -107752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -107791.117188 Penalty: 2384.504395
	Iteration 8Q: 3 clusters Score -107791.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -107840.335938 Penalty: 2384.504395
	Iteration 9Q: 3 clusters Score -107840.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -107878.218750 Penalty: 2384.504395
	Iteration 10Q: 3 clusters Score -107878.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -107912.007812 Penalty: 2384.504395
	Iteration 11Q: 3 clusters Score -107912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -107949.101562 Penalty: 2384.504395
	Iteration 12Q: 3 clusters Score -107949.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -107979.562500 Penalty: 2384.504395
	Iteration 13Q: 3 clusters Score -107979.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -107998.171875 Penalty: 2384.504395
	Iteration 14Q: 3 clusters Score -107998.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -108008.882812 Penalty: 2384.504395
	Iteration 15Q: 3 clusters Score -108008.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -108014.023438 Penalty: 2384.504395
	Iteration 16Q: 3 clusters Score -108014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -108020.210938 Penalty: 2384.504395
	Iteration 17Q: 3 clusters Score -108020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -108025.007812 Penalty: 2384.504395
	Iteration 18Q: 3 clusters Score -108025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -108026.843750 Penalty: 2384.504395
	Iteration 19Q: 3 clusters Score -108026.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108031.171875 Penalty: 2384.504395
	Iteration 20F: 3 clusters Score -108031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -108034.898438 Penalty: 2384.504395
	Iteration 21Q: 3 clusters Score -108034.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -108036.031250 Penalty: 2384.504395
	Iteration 22Q: 3 clusters Score -108036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -108036.031250 Penalty: 2384.504395
	Iteration 23F: 3 clusters Score -108036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -736844.062500 Penalty: 1487.177734
	Iteration 0F: 2 clusters Score -736844.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -730023.687500 Penalty: 2974.355469
	Iteration 0F: 3 clusters Score -730023.7 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -732190.875000 Penalty: 2974.355469
	Iteration 1F: 3 clusters Score -732190.9 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -732701.500000 Penalty: 2974.355469
	Iteration 2F: 3 clusters Score -732701.5 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -733296.625000 Penalty: 2974.355469
	Iteration 3F: 3 clusters Score -733296.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -733886.500000 Penalty: 2974.355469
	Iteration 4F: 3 clusters Score -733886.5 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -734405.687500 Penalty: 2974.355469
	Iteration 5F: 3 clusters Score -734405.7 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -734804.937500 Penalty: 2974.355469
	Iteration 6F: 3 clusters Score -734804.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -735087.125000 Penalty: 2974.355469
	Iteration 7F: 3 clusters Score -735087.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -735266.375000 Penalty: 2974.355469
	Iteration 8Q: 3 clusters Score -735266.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -735372.312500 Penalty: 2974.355469
	Iteration 9Q: 3 clusters Score -735372.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -735449.312500 Penalty: 2974.355469
	Iteration 10Q: 3 clusters Score -735449.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -735512.437500 Penalty: 2974.355469
	Iteration 11Q: 3 clusters Score -735512.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -735561.812500 Penalty: 2974.355469
	Iteration 12Q: 3 clusters Score -735561.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -735606.812500 Penalty: 2974.355469
	Iteration 13Q: 3 clusters Score -735606.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -735640.375000 Penalty: 2974.355469
	Iteration 14Q: 3 clusters Score -735640.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -735671.312500 Penalty: 2974.355469
	Iteration 15Q: 3 clusters Score -735671.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -735703.437500 Penalty: 2974.355469
	Iteration 16Q: 3 clusters Score -735703.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -735729.312500 Penalty: 2974.355469
	Iteration 17Q: 3 clusters Score -735729.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -735757.750000 Penalty: 2974.355469
	Iteration 18Q: 3 clusters Score -735757.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -735794.312500 Penalty: 2974.355469
	Iteration 19Q: 3 clusters Score -735794.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -735822.312500 Penalty: 2974.355469
	Iteration 20F: 3 clusters Score -735822.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -735855.437500 Penalty: 2974.355469
	Iteration 21Q: 3 clusters Score -735855.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -735888.187500 Penalty: 2974.355469
	Iteration 22Q: 3 clusters Score -735888.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -735912.937500 Penalty: 2974.355469
	Iteration 23Q: 3 clusters Score -735912.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -735936.062500 Penalty: 2974.355469
	Iteration 24Q: 3 clusters Score -735936.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -735961.125000 Penalty: 2974.355469
	Iteration 25Q: 3 clusters Score -735961.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -735984.750000 Penalty: 2974.355469
	Iteration 26Q: 3 clusters Score -735984.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -736001.875000 Penalty: 2974.355469
	Iteration 27Q: 3 clusters Score -736001.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -736018.562500 Penalty: 2974.355469
	Iteration 28Q: 3 clusters Score -736018.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -736035.375000 Penalty: 2974.355469
	Iteration 29Q: 3 clusters Score -736035.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -736057.250000 Penalty: 2974.355469
	Iteration 30Q: 3 clusters Score -736057.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -736079.187500 Penalty: 2974.355469
	Iteration 31Q: 3 clusters Score -736079.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -736099.687500 Penalty: 2974.355469
	Iteration 32Q: 3 clusters Score -736099.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -736111.000000 Penalty: 2974.355469
	Iteration 33Q: 3 clusters Score -736111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -736121.750000 Penalty: 2974.355469
	Iteration 34Q: 3 clusters Score -736121.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -736132.062500 Penalty: 2974.355469
	Iteration 35Q: 3 clusters Score -736132.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -736141.812500 Penalty: 2974.355469
	Iteration 36Q: 3 clusters Score -736141.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -736156.875000 Penalty: 2974.355469
	Iteration 37Q: 3 clusters Score -736156.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -736169.812500 Penalty: 2974.355469
	Iteration 38Q: 3 clusters Score -736169.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -736186.562500 Penalty: 2974.355469
	Iteration 39Q: 3 clusters Score -736186.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -736204.812500 Penalty: 2974.355469
	Iteration 40F: 3 clusters Score -736204.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -736221.187500 Penalty: 2974.355469
	Iteration 41Q: 3 clusters Score -736221.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -736234.437500 Penalty: 2974.355469
	Iteration 42Q: 3 clusters Score -736234.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -736240.500000 Penalty: 2974.355469
	Iteration 43Q: 3 clusters Score -736240.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -736246.875000 Penalty: 2974.355469
	Iteration 44Q: 3 clusters Score -736246.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -736253.125000 Penalty: 2974.355469
	Iteration 45Q: 3 clusters Score -736253.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -736254.500000 Penalty: 2974.355469
	Iteration 46Q: 3 clusters Score -736254.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -736259.937500 Penalty: 2974.355469
	Iteration 47Q: 3 clusters Score -736259.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -736262.062500 Penalty: 2974.355469
	Iteration 48Q: 3 clusters Score -736262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -736263.687500 Penalty: 2974.355469
	Iteration 49Q: 3 clusters Score -736263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -736266.187500 Penalty: 2974.355469
	Iteration 50Q: 3 clusters Score -736266.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -736268.937500 Penalty: 2974.355469
	Iteration 51Q: 3 clusters Score -736268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -736271.312500 Penalty: 2974.355469
	Iteration 52Q: 3 clusters Score -736271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -736272.500000 Penalty: 2974.355469
	Iteration 53Q: 3 clusters Score -736272.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -736272.812500 Penalty: 2974.355469
	Iteration 54Q: 3 clusters Score -736272.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -736274.187500 Penalty: 2974.355469
	Iteration 55Q: 3 clusters Score -736274.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -736274.437500 Penalty: 2974.355469
	Iteration 56Q: 3 clusters Score -736274.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -736274.312500 Penalty: 2974.355469
	Iteration 57Q: 3 clusters Score -736274.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -736275.000000 Penalty: 2974.355469
	Iteration 58Q: 3 clusters Score -736275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -736275.562500 Penalty: 2974.355469
	Iteration 59Q: 3 clusters Score -736275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -736276.312500 Penalty: 2974.355469
	Iteration 60F: 3 clusters Score -736276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -736276.500000 Penalty: 2974.355469
	Iteration 61Q: 3 clusters Score -736276.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -736277.375000 Penalty: 2974.355469
	Iteration 62Q: 3 clusters Score -736277.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -736276.187500 Penalty: 2974.355469
	Iteration 63Q: 3 clusters Score -736276.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -736275.625000 Penalty: 2974.355469
	Iteration 64Q: 3 clusters Score -736275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -736279.062500 Penalty: 2974.355469
	Iteration 65Q: 3 clusters Score -736279.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -736278.562500 Penalty: 2974.355469
	Iteration 66Q: 3 clusters Score -736278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -736278.562500 Penalty: 2974.355469
	Iteration 67Q: 3 clusters Score -736278.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -736279.625000 Penalty: 2974.355469
	Iteration 68Q: 3 clusters Score -736279.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -736279.625000 Penalty: 2974.355469
	Iteration 69F: 3 clusters Score -736279.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Entering Unmasked Estep 
Score: -3755585.500000 Penalty: 1730.595825
	Iteration 0F: 2 clusters Score -3755586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -3727446.500000 Penalty: 3461.191650
	Iteration 0F: 3 clusters Score -3727446 nChanged 19530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -3738329.500000 Penalty: 3461.191650
	Iteration 1F: 3 clusters Score -3738330 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -3738898.000000 Penalty: 3461.191650
	Iteration 2Q: 3 clusters Score -3738898 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3739632.250000 Penalty: 3461.191650
	Iteration 3Q: 3 clusters Score -3739632 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3740648.500000 Penalty: 3461.191650
	Iteration 4Q: 3 clusters Score -3740648 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -3742110.000000 Penalty: 3461.191650
	Iteration 5F: 3 clusters Score -3742110 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3744165.750000 Penalty: 3461.191650
	Iteration 6F: 3 clusters Score -3744166 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3746641.500000 Penalty: 3461.191650
	Iteration 7F: 3 clusters Score -3746642 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -3748944.500000 Penalty: 3461.191650
	Iteration 8F: 3 clusters Score -3748944 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -3750569.750000 Penalty: 3461.191650
	Iteration 9Q: 3 clusters Score -3750570 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -3751573.500000 Penalty: 3461.191650
	Iteration 10Q: 3 clusters Score -3751574 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3752233.250000 Penalty: 3461.191650
	Iteration 11Q: 3 clusters Score -3752233 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -3752702.500000 Penalty: 3461.191650
	Iteration 12Q: 3 clusters Score -3752702 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3753022.750000 Penalty: 3461.191650
	Iteration 13Q: 3 clusters Score -3753023 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3753237.250000 Penalty: 3461.191650
	Iteration 14Q: 3 clusters Score -3753237 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -3753399.500000 Penalty: 3461.191650
	Iteration 15Q: 3 clusters Score -3753400 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38839 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -3753528.500000 Penalty: 3461.191650
	Iteration 16Q: 3 clusters Score -3753528 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3753647.250000 Penalty: 3461.191650
	Iteration 17Q: 3 clusters Score -3753647 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39188 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -3753738.750000 Penalty: 3461.191650
	Iteration 18Q: 3 clusters Score -3753739 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3753830.750000 Penalty: 3461.191650
	Iteration 19Q: 3 clusters Score -3753831 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -3753888.250000 Penalty: 3461.191650
	Iteration 20F: 3 clusters Score -3753888 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3753952.250000 Penalty: 3461.191650
	Iteration 21Q: 3 clusters Score -3753952 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3753993.250000 Penalty: 3461.191650
	Iteration 22Q: 3 clusters Score -3753993 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3754008.250000 Penalty: 3461.191650
	Iteration 23Q: 3 clusters Score -3754008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3754029.750000 Penalty: 3461.191650
	Iteration 24Q: 3 clusters Score -3754030 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39921 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3754041.750000 Penalty: 3461.191650
	Iteration 25Q: 3 clusters Score -3754042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3754042.500000 Penalty: 3461.191650
	Iteration 26Q: 3 clusters Score -3754042 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3754061.000000 Penalty: 3461.191650
	Iteration 27Q: 3 clusters Score -3754061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40069 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3754064.500000 Penalty: 3461.191650
	Iteration 28Q: 3 clusters Score -3754064 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -3754087.250000 Penalty: 3461.191650
	Iteration 29Q: 3 clusters Score -3754087 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3754093.500000 Penalty: 3461.191650
	Iteration 30Q: 3 clusters Score -3754094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40152 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3754098.750000 Penalty: 3461.191650
	Iteration 31Q: 3 clusters Score -3754099 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3754108.000000 Penalty: 3461.191650
	Iteration 32Q: 3 clusters Score -3754108 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3754112.500000 Penalty: 3461.191650
	Iteration 33Q: 3 clusters Score -3754112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3754111.000000 Penalty: 3461.191650
	Iteration 34Q: 3 clusters Score -3754111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3754119.500000 Penalty: 3461.191650
	Iteration 35Q: 3 clusters Score -3754120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3754127.500000 Penalty: 3461.191650
	Iteration 36Q: 3 clusters Score -3754128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3754136.250000 Penalty: 3461.191650
	Iteration 37Q: 3 clusters Score -3754136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40273 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -3754138.500000 Penalty: 3461.191650
	Iteration 38Q: 3 clusters Score -3754138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -3754136.750000 Penalty: 3461.191650
	Iteration 39Q: 3 clusters Score -3754137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3754142.250000 Penalty: 3461.191650
	Iteration 40F: 3 clusters Score -3754142 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3754141.750000 Penalty: 3461.191650
	Iteration 41Q: 3 clusters Score -3754142 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3754140.500000 Penalty: 3461.191650
	Iteration 42Q: 3 clusters Score -3754140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3754145.250000 Penalty: 3461.191650
	Iteration 43Q: 3 clusters Score -3754145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -3754143.250000 Penalty: 3461.191650
	Iteration 44Q: 3 clusters Score -3754143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3754139.500000 Penalty: 3461.191650
	Iteration 45Q: 3 clusters Score -3754140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3754141.750000 Penalty: 3461.191650
	Iteration 46Q: 3 clusters Score -3754142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -3754148.000000 Penalty: 3461.191650
	Iteration 47Q: 3 clusters Score -3754148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3754145.500000 Penalty: 3461.191650
	Iteration 48Q: 3 clusters Score -3754146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3754143.750000 Penalty: 3461.191650
	Iteration 49Q: 3 clusters Score -3754144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3754147.750000 Penalty: 3461.191650
	Iteration 50Q: 3 clusters Score -3754148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40386 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3754151.750000 Penalty: 3461.191650
	Iteration 51Q: 3 clusters Score -3754152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3754145.500000 Penalty: 3461.191650
	Iteration 52Q: 3 clusters Score -3754146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3754152.250000 Penalty: 3461.191650
	Iteration 53Q: 3 clusters Score -3754152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3754147.750000 Penalty: 3461.191650
	Iteration 54Q: 3 clusters Score -3754148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40414 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3754150.750000 Penalty: 3461.191650
	Iteration 55Q: 3 clusters Score -3754151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3754156.000000 Penalty: 3461.191650
	Iteration 56Q: 3 clusters Score -3754156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3754170.000000 Penalty: 3461.191650
	Iteration 57Q: 3 clusters Score -3754170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40451 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3754169.750000 Penalty: 3461.191650
	Iteration 58Q: 3 clusters Score -3754170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3754172.250000 Penalty: 3461.191650
	Iteration 59Q: 3 clusters Score -3754172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3754165.750000 Penalty: 3461.191650
	Iteration 60F: 3 clusters Score -3754166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3754165.000000 Penalty: 3461.191650
	Iteration 61Q: 3 clusters Score -3754165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3754164.750000 Penalty: 3461.191650
	Iteration 62Q: 3 clusters Score -3754165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3754168.500000 Penalty: 3461.191650
	Iteration 63Q: 3 clusters Score -3754168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3754165.500000 Penalty: 3461.191650
	Iteration 64Q: 3 clusters Score -3754166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -3754176.750000 Penalty: 3461.191650
	Iteration 65Q: 3 clusters Score -3754177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3754186.000000 Penalty: 3461.191650
	Iteration 66Q: 3 clusters Score -3754186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3754180.750000 Penalty: 3461.191650
	Iteration 67Q: 3 clusters Score -3754181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40539 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3754176.750000 Penalty: 3461.191650
	Iteration 68Q: 3 clusters Score -3754177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3754185.000000 Penalty: 3461.191650
	Iteration 69Q: 3 clusters Score -3754185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3754178.750000 Penalty: 3461.191650
	Iteration 70Q: 3 clusters Score -3754179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40554 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3754176.750000 Penalty: 3461.191650
	Iteration 71Q: 3 clusters Score -3754177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3754175.250000 Penalty: 3461.191650
	Iteration 72Q: 3 clusters Score -3754175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3754177.500000 Penalty: 3461.191650
	Iteration 73Q: 3 clusters Score -3754178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3754179.750000 Penalty: 3461.191650
	Iteration 74Q: 3 clusters Score -3754180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3754177.000000 Penalty: 3461.191650
	Iteration 75Q: 3 clusters Score -3754177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3754175.500000 Penalty: 3461.191650
	Iteration 76Q: 3 clusters Score -3754176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3754175.000000 Penalty: 3461.191650
	Iteration 77Q: 3 clusters Score -3754175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40584 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3754183.000000 Penalty: 3461.191650
	Iteration 78Q: 3 clusters Score -3754183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40586 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3754185.250000 Penalty: 3461.191650
	Iteration 79Q: 3 clusters Score -3754185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3754183.500000 Penalty: 3461.191650
	Iteration 80F: 3 clusters Score -3754184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3754184.750000 Penalty: 3461.191650
	Iteration 81Q: 3 clusters Score -3754185 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3754185.500000 Penalty: 3461.191650
	Iteration 82Q: 3 clusters Score -3754186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40599 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3754191.000000 Penalty: 3461.191650
	Iteration 83Q: 3 clusters Score -3754191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3754185.000000 Penalty: 3461.191650
	Iteration 84Q: 3 clusters Score -3754185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -3754182.000000 Penalty: 3461.191650
	Iteration 85Q: 3 clusters Score -3754182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40617 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3754186.750000 Penalty: 3461.191650
	Iteration 86Q: 3 clusters Score -3754187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40625 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3754186.250000 Penalty: 3461.191650
	Iteration 87Q: 3 clusters Score -3754186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3754185.000000 Penalty: 3461.191650
	Iteration 88Q: 3 clusters Score -3754185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3754186.250000 Penalty: 3461.191650
	Iteration 89Q: 3 clusters Score -3754186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40635 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3754188.250000 Penalty: 3461.191650
	Iteration 90Q: 3 clusters Score -3754188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40640 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3754188.500000 Penalty: 3461.191650
	Iteration 91Q: 3 clusters Score -3754188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3754190.750000 Penalty: 3461.191650
	Iteration 92Q: 3 clusters Score -3754191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -3754193.750000 Penalty: 3461.191650
	Iteration 93Q: 3 clusters Score -3754194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3754193.250000 Penalty: 3461.191650
	Iteration 94Q: 3 clusters Score -3754193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3754198.500000 Penalty: 3461.191650
	Iteration 95Q: 3 clusters Score -3754198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -3754196.500000 Penalty: 3461.191650
	Iteration 96Q: 3 clusters Score -3754196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40667 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3754203.000000 Penalty: 3461.191650
	Iteration 97Q: 3 clusters Score -3754203 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -3754193.500000 Penalty: 3461.191650
	Iteration 98Q: 3 clusters Score -3754194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40684 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3754194.750000 Penalty: 3461.191650
	Iteration 99Q: 3 clusters Score -3754195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -3754201.750000 Penalty: 3461.191650
	Iteration 100F: 3 clusters Score -3754202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3754200.750000 Penalty: 3461.191650
	Iteration 101Q: 3 clusters Score -3754201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -3754203.250000 Penalty: 3461.191650
	Iteration 102Q: 3 clusters Score -3754203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -3754207.250000 Penalty: 3461.191650
	Iteration 103Q: 3 clusters Score -3754207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40718 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3754212.000000 Penalty: 3461.191650
	Iteration 104Q: 3 clusters Score -3754212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3754207.500000 Penalty: 3461.191650
	Iteration 105Q: 3 clusters Score -3754208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3754209.500000 Penalty: 3461.191650
	Iteration 106Q: 3 clusters Score -3754210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40739 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -3754207.750000 Penalty: 3461.191650
	Iteration 107Q: 3 clusters Score -3754208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3754209.500000 Penalty: 3461.191650
	Iteration 108Q: 3 clusters Score -3754210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40747 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3754207.250000 Penalty: 3461.191650
	Iteration 109Q: 3 clusters Score -3754207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3754210.500000 Penalty: 3461.191650
	Iteration 110Q: 3 clusters Score -3754210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3754210.250000 Penalty: 3461.191650
	Iteration 111Q: 3 clusters Score -3754210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3754214.000000 Penalty: 3461.191650
	Iteration 112Q: 3 clusters Score -3754214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3754212.000000 Penalty: 3461.191650
	Iteration 113Q: 3 clusters Score -3754212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3754210.000000 Penalty: 3461.191650
	Iteration 114Q: 3 clusters Score -3754210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3754213.750000 Penalty: 3461.191650
	Iteration 115Q: 3 clusters Score -3754214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3754214.250000 Penalty: 3461.191650
	Iteration 116Q: 3 clusters Score -3754214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40778 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -3754213.250000 Penalty: 3461.191650
	Iteration 117Q: 3 clusters Score -3754213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3754214.000000 Penalty: 3461.191650
	Iteration 118Q: 3 clusters Score -3754214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3754214.000000 Penalty: 3461.191650
	Iteration 119F: 3 clusters Score -3754214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Entering Unmasked Estep 
Score: -1668166.750000 Penalty: 1598.967773
	Iteration 0F: 2 clusters Score -1668167 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1655333.000000 Penalty: 3197.935547
	Iteration 0F: 3 clusters Score -1655333 nChanged 8517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1660133.000000 Penalty: 3197.935547
	Iteration 1F: 3 clusters Score -1660133 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -1660577.375000 Penalty: 3197.935547
	Iteration 2F: 3 clusters Score -1660577 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1661088.375000 Penalty: 3197.935547
	Iteration 3F: 3 clusters Score -1661088 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1661769.250000 Penalty: 3197.935547
	Iteration 4F: 3 clusters Score -1661769 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1662521.625000 Penalty: 3197.935547
	Iteration 5F: 3 clusters Score -1662522 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1663242.000000 Penalty: 3197.935547
	Iteration 6F: 3 clusters Score -1663242 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -1663955.875000 Penalty: 3197.935547
	Iteration 7F: 3 clusters Score -1663956 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1664592.375000 Penalty: 3197.935547
	Iteration 8F: 3 clusters Score -1664592 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1665086.625000 Penalty: 3197.935547
	Iteration 9Q: 3 clusters Score -1665087 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1665489.125000 Penalty: 3197.935547
	Iteration 10Q: 3 clusters Score -1665489 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1665848.500000 Penalty: 3197.935547
	Iteration 11Q: 3 clusters Score -1665848 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1666184.750000 Penalty: 3197.935547
	Iteration 12Q: 3 clusters Score -1666185 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1666470.000000 Penalty: 3197.935547
	Iteration 13Q: 3 clusters Score -1666470 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1666714.250000 Penalty: 3197.935547
	Iteration 14Q: 3 clusters Score -1666714 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1666920.750000 Penalty: 3197.935547
	Iteration 15Q: 3 clusters Score -1666921 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1667121.000000 Penalty: 3197.935547
	Iteration 16Q: 3 clusters Score -1667121 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -1667263.000000 Penalty: 3197.935547
	Iteration 17Q: 3 clusters Score -1667263 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1667364.750000 Penalty: 3197.935547
	Iteration 18Q: 3 clusters Score -1667365 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1667455.375000 Penalty: 3197.935547
	Iteration 19Q: 3 clusters Score -1667455 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1667545.500000 Penalty: 3197.935547
	Iteration 20F: 3 clusters Score -1667546 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1667633.875000 Penalty: 3197.935547
	Iteration 21Q: 3 clusters Score -1667634 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1667706.750000 Penalty: 3197.935547
	Iteration 22Q: 3 clusters Score -1667707 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -1667784.500000 Penalty: 3197.935547
	Iteration 23Q: 3 clusters Score -1667784 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1667851.875000 Penalty: 3197.935547
	Iteration 24Q: 3 clusters Score -1667852 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1667917.000000 Penalty: 3197.935547
	Iteration 25Q: 3 clusters Score -1667917 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1667965.750000 Penalty: 3197.935547
	Iteration 26Q: 3 clusters Score -1667966 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1667999.250000 Penalty: 3197.935547
	Iteration 27Q: 3 clusters Score -1667999 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1668039.250000 Penalty: 3197.935547
	Iteration 28Q: 3 clusters Score -1668039 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 11301 members 
Entering Unmasked Estep 
Score: -1668068.125000 Penalty: 3197.935547
	Iteration 29Q: 3 clusters Score -1668068 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1668096.250000 Penalty: 3197.935547
	Iteration 30Q: 3 clusters Score -1668096 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -1668110.500000 Penalty: 3197.935547
	Iteration 31Q: 3 clusters Score -1668110 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1668133.625000 Penalty: 3197.935547
	Iteration 32Q: 3 clusters Score -1668134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -1668154.375000 Penalty: 3197.935547
	Iteration 33Q: 3 clusters Score -1668154 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1668161.375000 Penalty: 3197.935547
	Iteration 34Q: 3 clusters Score -1668161 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1668162.250000 Penalty: 3197.935547
	Iteration 35Q: 3 clusters Score -1668162 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -1668171.625000 Penalty: 3197.935547
	Iteration 36Q: 3 clusters Score -1668172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -1668180.375000 Penalty: 3197.935547
	Iteration 37Q: 3 clusters Score -1668180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1668189.250000 Penalty: 3197.935547
	Iteration 38Q: 3 clusters Score -1668189 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1668192.125000 Penalty: 3197.935547
	Iteration 39Q: 3 clusters Score -1668192 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1668198.875000 Penalty: 3197.935547
	Iteration 40F: 3 clusters Score -1668199 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1668202.375000 Penalty: 3197.935547
	Iteration 41Q: 3 clusters Score -1668202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -1668196.625000 Penalty: 3197.935547
	Iteration 42Q: 3 clusters Score -1668197 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1668196.750000 Penalty: 3197.935547
	Iteration 43Q: 3 clusters Score -1668197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1668203.875000 Penalty: 3197.935547
	Iteration 44Q: 3 clusters Score -1668204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1668204.750000 Penalty: 3197.935547
	Iteration 45Q: 3 clusters Score -1668205 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -1668207.625000 Penalty: 3197.935547
	Iteration 46Q: 3 clusters Score -1668208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1668207.125000 Penalty: 3197.935547
	Iteration 47Q: 3 clusters Score -1668207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1668211.375000 Penalty: 3197.935547
	Iteration 48Q: 3 clusters Score -1668211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1668211.000000 Penalty: 3197.935547
	Iteration 49Q: 3 clusters Score -1668211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1668211.375000 Penalty: 3197.935547
	Iteration 50Q: 3 clusters Score -1668211 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1668207.125000 Penalty: 3197.935547
	Iteration 51Q: 3 clusters Score -1668207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1668205.750000 Penalty: 3197.935547
	Iteration 52Q: 3 clusters Score -1668206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12191 members 
Entering Unmasked Estep 
Score: -1668208.250000 Penalty: 3197.935547
	Iteration 53Q: 3 clusters Score -1668208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -1668212.750000 Penalty: 3197.935547
	Iteration 54Q: 3 clusters Score -1668213 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1668212.375000 Penalty: 3197.935547
	Iteration 55Q: 3 clusters Score -1668212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -1668212.625000 Penalty: 3197.935547
	Iteration 56Q: 3 clusters Score -1668213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1668215.750000 Penalty: 3197.935547
	Iteration 57Q: 3 clusters Score -1668216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1668213.375000 Penalty: 3197.935547
	Iteration 58Q: 3 clusters Score -1668213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1668218.625000 Penalty: 3197.935547
	Iteration 59Q: 3 clusters Score -1668219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -1668220.000000 Penalty: 3197.935547
	Iteration 60F: 3 clusters Score -1668220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -1668219.375000 Penalty: 3197.935547
	Iteration 61Q: 3 clusters Score -1668219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -1668219.000000 Penalty: 3197.935547
	Iteration 62Q: 3 clusters Score -1668219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1668218.000000 Penalty: 3197.935547
	Iteration 63Q: 3 clusters Score -1668218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1668221.250000 Penalty: 3197.935547
	Iteration 64Q: 3 clusters Score -1668221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -1668220.500000 Penalty: 3197.935547
	Iteration 65Q: 3 clusters Score -1668220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -1668217.000000 Penalty: 3197.935547
	Iteration 66Q: 3 clusters Score -1668217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1668218.375000 Penalty: 3197.935547
	Iteration 67Q: 3 clusters Score -1668218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1668222.000000 Penalty: 3197.935547
	Iteration 68Q: 3 clusters Score -1668222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -1668221.000000 Penalty: 3197.935547
	Iteration 69Q: 3 clusters Score -1668221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1668224.750000 Penalty: 3197.935547
	Iteration 70Q: 3 clusters Score -1668225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -1668225.500000 Penalty: 3197.935547
	Iteration 71Q: 3 clusters Score -1668226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1668230.875000 Penalty: 3197.935547
	Iteration 72Q: 3 clusters Score -1668231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -1668230.875000 Penalty: 3197.935547
	Iteration 73Q: 3 clusters Score -1668231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1668230.625000 Penalty: 3197.935547
	Iteration 74Q: 3 clusters Score -1668231 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 12467 members 
Entering Unmasked Estep 
Score: -1668231.125000 Penalty: 3197.935547
	Iteration 75Q: 3 clusters Score -1668231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1668233.250000 Penalty: 3197.935547
	Iteration 76Q: 3 clusters Score -1668233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1668230.250000 Penalty: 3197.935547
	Iteration 77Q: 3 clusters Score -1668230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1668229.000000 Penalty: 3197.935547
	Iteration 78Q: 3 clusters Score -1668229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1668232.125000 Penalty: 3197.935547
	Iteration 79Q: 3 clusters Score -1668232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -1668232.625000 Penalty: 3197.935547
	Iteration 80F: 3 clusters Score -1668233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1668231.500000 Penalty: 3197.935547
	Iteration 81Q: 3 clusters Score -1668232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1668231.500000 Penalty: 3197.935547
	Iteration 82Q: 3 clusters Score -1668232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -1668231.125000 Penalty: 3197.935547
	Iteration 83Q: 3 clusters Score -1668231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -1668233.125000 Penalty: 3197.935547
	Iteration 84Q: 3 clusters Score -1668233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1668232.875000 Penalty: 3197.935547
	Iteration 85Q: 3 clusters Score -1668233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -1668231.125000 Penalty: 3197.935547
	Iteration 86Q: 3 clusters Score -1668231 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1668234.000000 Penalty: 3197.935547
	Iteration 87Q: 3 clusters Score -1668234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -1668237.250000 Penalty: 3197.935547
	Iteration 88Q: 3 clusters Score -1668237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1668236.250000 Penalty: 3197.935547
	Iteration 89Q: 3 clusters Score -1668236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 12566 members 
Entering Unmasked Estep 
Score: -1668236.000000 Penalty: 3197.935547
	Iteration 90Q: 3 clusters Score -1668236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -1668240.750000 Penalty: 3197.935547
	Iteration 91Q: 3 clusters Score -1668241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1668244.250000 Penalty: 3197.935547
	Iteration 92Q: 3 clusters Score -1668244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -1668240.625000 Penalty: 3197.935547
	Iteration 93Q: 3 clusters Score -1668241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1668239.875000 Penalty: 3197.935547
	Iteration 94Q: 3 clusters Score -1668240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1668239.375000 Penalty: 3197.935547
	Iteration 95Q: 3 clusters Score -1668239 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1668239.875000 Penalty: 3197.935547
	Iteration 96Q: 3 clusters Score -1668240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1668240.875000 Penalty: 3197.935547
	Iteration 97Q: 3 clusters Score -1668241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -1668240.375000 Penalty: 3197.935547
	Iteration 98Q: 3 clusters Score -1668240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1668242.250000 Penalty: 3197.935547
	Iteration 99Q: 3 clusters Score -1668242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -1668241.000000 Penalty: 3197.935547
	Iteration 100F: 3 clusters Score -1668241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1668243.875000 Penalty: 3197.935547
	Iteration 101Q: 3 clusters Score -1668244 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -1668242.875000 Penalty: 3197.935547
	Iteration 102Q: 3 clusters Score -1668243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1668239.500000 Penalty: 3197.935547
	Iteration 103Q: 3 clusters Score -1668240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1668242.250000 Penalty: 3197.935547
	Iteration 104Q: 3 clusters Score -1668242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1668239.125000 Penalty: 3197.935547
	Iteration 105Q: 3 clusters Score -1668239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1668239.625000 Penalty: 3197.935547
	Iteration 106Q: 3 clusters Score -1668240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1668240.625000 Penalty: 3197.935547
	Iteration 107Q: 3 clusters Score -1668241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1668240.750000 Penalty: 3197.935547
	Iteration 108Q: 3 clusters Score -1668241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1668242.000000 Penalty: 3197.935547
	Iteration 109Q: 3 clusters Score -1668242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -1668241.875000 Penalty: 3197.935547
	Iteration 110Q: 3 clusters Score -1668242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1668243.000000 Penalty: 3197.935547
	Iteration 111Q: 3 clusters Score -1668243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1668242.250000 Penalty: 3197.935547
	Iteration 112Q: 3 clusters Score -1668242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1668242.250000 Penalty: 3197.935547
	Iteration 113F: 3 clusters Score -1668242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 6088 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 12678 members 
Entering Unmasked Estep 
Score: -40889748.000000 Penalty: 91491.585938
Splitting cluster 9 changes total score from -40890148.000000 to -40889748.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (38210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38210 members 
Entering Unmasked Estep 
Score: -3362511.500000 Penalty: 1714.513550
	Iteration 0F: 2 clusters Score -3362512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -3336976.250000 Penalty: 3429.027100
	Iteration 0F: 3 clusters Score -3336976 nChanged 17782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -3346820.750000 Penalty: 3429.027100
	Iteration 1F: 3 clusters Score -3346821 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3347511.000000 Penalty: 3429.027100
	Iteration 2Q: 3 clusters Score -3347511 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -3348582.500000 Penalty: 3429.027100
	Iteration 3F: 3 clusters Score -3348582 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -3350398.250000 Penalty: 3429.027100
	Iteration 4F: 3 clusters Score -3350398 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3352671.250000 Penalty: 3429.027100
	Iteration 5F: 3 clusters Score -3352671 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28638 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -3354826.500000 Penalty: 3429.027100
	Iteration 6F: 3 clusters Score -3354826 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3356384.500000 Penalty: 3429.027100
	Iteration 7F: 3 clusters Score -3356384 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -3357451.750000 Penalty: 3429.027100
	Iteration 8Q: 3 clusters Score -3357452 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -3358230.250000 Penalty: 3429.027100
	Iteration 9Q: 3 clusters Score -3358230 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3358842.000000 Penalty: 3429.027100
	Iteration 10Q: 3 clusters Score -3358842 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3359340.500000 Penalty: 3429.027100
	Iteration 11Q: 3 clusters Score -3359340 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35632 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3359731.250000 Penalty: 3429.027100
	Iteration 12Q: 3 clusters Score -3359731 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -3360059.250000 Penalty: 3429.027100
	Iteration 13Q: 3 clusters Score -3360059 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36672 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3360337.750000 Penalty: 3429.027100
	Iteration 14Q: 3 clusters Score -3360338 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3360521.250000 Penalty: 3429.027100
	Iteration 15Q: 3 clusters Score -3360521 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -3360675.750000 Penalty: 3429.027100
	Iteration 16Q: 3 clusters Score -3360676 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37351 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3360764.750000 Penalty: 3429.027100
	Iteration 17Q: 3 clusters Score -3360765 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3360821.000000 Penalty: 3429.027100
	Iteration 18Q: 3 clusters Score -3360821 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37522 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3360866.250000 Penalty: 3429.027100
	Iteration 19Q: 3 clusters Score -3360866 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3360905.500000 Penalty: 3429.027100
	Iteration 20F: 3 clusters Score -3360906 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3360944.250000 Penalty: 3429.027100
	Iteration 21Q: 3 clusters Score -3360944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3360960.500000 Penalty: 3429.027100
	Iteration 22Q: 3 clusters Score -3360960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3360964.750000 Penalty: 3429.027100
	Iteration 23Q: 3 clusters Score -3360965 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -3360972.250000 Penalty: 3429.027100
	Iteration 24Q: 3 clusters Score -3360972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -3360982.500000 Penalty: 3429.027100
	Iteration 25Q: 3 clusters Score -3360982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37706 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3360990.750000 Penalty: 3429.027100
	Iteration 26Q: 3 clusters Score -3360991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3360987.500000 Penalty: 3429.027100
	Iteration 27Q: 3 clusters Score -3360988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3360991.750000 Penalty: 3429.027100
	Iteration 28Q: 3 clusters Score -3360992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3360990.000000 Penalty: 3429.027100
	Iteration 29Q: 3 clusters Score -3360990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3360993.500000 Penalty: 3429.027100
	Iteration 30Q: 3 clusters Score -3360994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3360994.500000 Penalty: 3429.027100
	Iteration 31Q: 3 clusters Score -3360994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3360995.750000 Penalty: 3429.027100
	Iteration 32Q: 3 clusters Score -3360996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3360997.250000 Penalty: 3429.027100
	Iteration 33Q: 3 clusters Score -3360997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3361000.500000 Penalty: 3429.027100
	Iteration 34Q: 3 clusters Score -3361000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3361000.750000 Penalty: 3429.027100
	Iteration 35Q: 3 clusters Score -3361001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3361004.750000 Penalty: 3429.027100
	Iteration 36Q: 3 clusters Score -3361005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3361009.750000 Penalty: 3429.027100
	Iteration 37Q: 3 clusters Score -3361010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3361016.500000 Penalty: 3429.027100
	Iteration 38Q: 3 clusters Score -3361016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37748 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3361020.000000 Penalty: 3429.027100
	Iteration 39Q: 3 clusters Score -3361020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37752 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3361023.250000 Penalty: 3429.027100
	Iteration 40F: 3 clusters Score -3361023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3361022.500000 Penalty: 3429.027100
	Iteration 41Q: 3 clusters Score -3361022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3361026.000000 Penalty: 3429.027100
	Iteration 42Q: 3 clusters Score -3361026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3361026.000000 Penalty: 3429.027100
	Iteration 43Q: 3 clusters Score -3361026 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3361032.000000 Penalty: 3429.027100
	Iteration 44Q: 3 clusters Score -3361032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3361034.250000 Penalty: 3429.027100
	Iteration 45Q: 3 clusters Score -3361034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3361032.750000 Penalty: 3429.027100
	Iteration 46Q: 3 clusters Score -3361033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3361032.500000 Penalty: 3429.027100
	Iteration 47Q: 3 clusters Score -3361032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3361033.000000 Penalty: 3429.027100
	Iteration 48Q: 3 clusters Score -3361033 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3361033.000000 Penalty: 3429.027100
	Iteration 49F: 3 clusters Score -3361033 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Entering Unmasked Estep 
Score: -1049599.125000 Penalty: 1528.740356
	Iteration 0F: 2 clusters Score -1049599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1041013.625000 Penalty: 3057.480713
	Iteration 0F: 3 clusters Score -1041014 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1043789.125000 Penalty: 3057.480713
	Iteration 1F: 3 clusters Score -1043789 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1044054.875000 Penalty: 3057.480713
	Iteration 2F: 3 clusters Score -1044055 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1044260.875000 Penalty: 3057.480713
	Iteration 3Q: 3 clusters Score -1044261 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1044425.375000 Penalty: 3057.480713
	Iteration 4Q: 3 clusters Score -1044425 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1044602.000000 Penalty: 3057.480713
	Iteration 5Q: 3 clusters Score -1044602 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1044813.125000 Penalty: 3057.480713
	Iteration 6Q: 3 clusters Score -1044813 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1045087.437500 Penalty: 3057.480713
	Iteration 7Q: 3 clusters Score -1045087 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1045459.875000 Penalty: 3057.480713
	Iteration 8Q: 3 clusters Score -1045460 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1045917.250000 Penalty: 3057.480713
	Iteration 9F: 3 clusters Score -1045917 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -1046481.562500 Penalty: 3057.480713
	Iteration 10F: 3 clusters Score -1046482 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1047274.187500 Penalty: 3057.480713
	Iteration 11F: 3 clusters Score -1047274 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -1048369.125000 Penalty: 3057.480713
	Iteration 12F: 3 clusters Score -1048369 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1049438.000000 Penalty: 3057.480713
	Iteration 13F: 3 clusters Score -1049438 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1049943.250000 Penalty: 3057.480713
	Iteration 14Q: 3 clusters Score -1049943 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1050097.375000 Penalty: 3057.480713
	Iteration 15Q: 3 clusters Score -1050097 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1050139.500000 Penalty: 3057.480713
	Iteration 16Q: 3 clusters Score -1050140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1050151.625000 Penalty: 3057.480713
	Iteration 17Q: 3 clusters Score -1050152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1050158.625000 Penalty: 3057.480713
	Iteration 18Q: 3 clusters Score -1050159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1050160.000000 Penalty: 3057.480713
	Iteration 19Q: 3 clusters Score -1050160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1050162.375000 Penalty: 3057.480713
	Iteration 20F: 3 clusters Score -1050162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1050162.125000 Penalty: 3057.480713
	Iteration 21Q: 3 clusters Score -1050162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1050162.125000 Penalty: 3057.480713
	Iteration 22F: 3 clusters Score -1050162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 3834 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 7407 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 8347 members 
Entering Unmasked Estep 
Score: -40890044.000000 Penalty: 91491.585938
Splitting cluster 11 changes total score from -40890148.000000 to -40890044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (1334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Entering Unmasked Estep 
Score: -109873.953125 Penalty: 1169.339844
	Iteration 0F: 2 clusters Score -109874 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 666 members 
Entering Unmasked Estep 
Score: -108193.500000 Penalty: 2338.679688
	Iteration 0F: 3 clusters Score -108193.5 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -108523.414062 Penalty: 2338.679688
	Iteration 1F: 3 clusters Score -108523.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -108614.390625 Penalty: 2338.679688
	Iteration 2F: 3 clusters Score -108614.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108669.625000 Penalty: 2338.679688
	Iteration 3Q: 3 clusters Score -108669.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -108718.234375 Penalty: 2338.679688
	Iteration 4Q: 3 clusters Score -108718.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -108767.914062 Penalty: 2338.679688
	Iteration 5Q: 3 clusters Score -108767.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -108812.460938 Penalty: 2338.679688
	Iteration 6Q: 3 clusters Score -108812.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -108855.585938 Penalty: 2338.679688
	Iteration 7Q: 3 clusters Score -108855.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -108899.945312 Penalty: 2338.679688
	Iteration 8Q: 3 clusters Score -108899.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -108957.867188 Penalty: 2338.679688
	Iteration 9Q: 3 clusters Score -108957.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -109002.031250 Penalty: 2338.679688
	Iteration 10Q: 3 clusters Score -109002 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -109034.812500 Penalty: 2338.679688
	Iteration 11Q: 3 clusters Score -109034.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -109067.828125 Penalty: 2338.679688
	Iteration 12Q: 3 clusters Score -109067.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -109100.335938 Penalty: 2338.679688
	Iteration 13Q: 3 clusters Score -109100.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -109128.835938 Penalty: 2338.679688
	Iteration 14Q: 3 clusters Score -109128.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -109146.695312 Penalty: 2338.679688
	Iteration 15Q: 3 clusters Score -109146.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109156.890625 Penalty: 2338.679688
	Iteration 16Q: 3 clusters Score -109156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109163.093750 Penalty: 2338.679688
	Iteration 17Q: 3 clusters Score -109163.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109175.132812 Penalty: 2338.679688
	Iteration 18Q: 3 clusters Score -109175.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109178.679688 Penalty: 2338.679688
	Iteration 19Q: 3 clusters Score -109178.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -109179.007812 Penalty: 2338.679688
	Iteration 20F: 3 clusters Score -109179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109179.539062 Penalty: 2338.679688
	Iteration 21Q: 3 clusters Score -109179.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -109180.046875 Penalty: 2338.679688
	Iteration 22Q: 3 clusters Score -109180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109180.312500 Penalty: 2338.679688
	Iteration 23Q: 3 clusters Score -109180.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109180.312500 Penalty: 2338.679688
	Iteration 24F: 3 clusters Score -109180.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -93220.296875 Penalty: 1141.216064
	Iteration 0F: 2 clusters Score -93220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -91693.031250 Penalty: 2282.432129
	Iteration 0F: 3 clusters Score -91693.03 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -91967.273438 Penalty: 2282.432129
	Iteration 1F: 3 clusters Score -91967.27 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -92074.046875 Penalty: 2282.432129
	Iteration 2F: 3 clusters Score -92074.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -92134.179688 Penalty: 2282.432129
	Iteration 3Q: 3 clusters Score -92134.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92171.640625 Penalty: 2282.432129
	Iteration 4Q: 3 clusters Score -92171.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -92194.265625 Penalty: 2282.432129
	Iteration 5Q: 3 clusters Score -92194.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -92208.875000 Penalty: 2282.432129
	Iteration 6Q: 3 clusters Score -92208.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92217.953125 Penalty: 2282.432129
	Iteration 7Q: 3 clusters Score -92217.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92222.765625 Penalty: 2282.432129
	Iteration 8Q: 3 clusters Score -92222.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -92224.164062 Penalty: 2282.432129
	Iteration 9Q: 3 clusters Score -92224.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -92225.773438 Penalty: 2282.432129
	Iteration 10Q: 3 clusters Score -92225.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92228.601562 Penalty: 2282.432129
	Iteration 11Q: 3 clusters Score -92228.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -92231.531250 Penalty: 2282.432129
	Iteration 12Q: 3 clusters Score -92231.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -92233.882812 Penalty: 2282.432129
	Iteration 13Q: 3 clusters Score -92233.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -92235.929688 Penalty: 2282.432129
	Iteration 14Q: 3 clusters Score -92235.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -92239.140625 Penalty: 2282.432129
	Iteration 15Q: 3 clusters Score -92239.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92239.992188 Penalty: 2282.432129
	Iteration 16Q: 3 clusters Score -92239.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -92240.781250 Penalty: 2282.432129
	Iteration 17Q: 3 clusters Score -92240.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92241.296875 Penalty: 2282.432129
	Iteration 18Q: 3 clusters Score -92241.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -92241.296875 Penalty: 2282.432129
	Iteration 19F: 3 clusters Score -92241.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Entering Unmasked Estep 
Score: -268362.031250 Penalty: 1311.013550
	Iteration 0F: 2 clusters Score -268362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -265525.187500 Penalty: 2622.027100
	Iteration 0F: 3 clusters Score -265525.2 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -266261.593750 Penalty: 2622.027100
	Iteration 1F: 3 clusters Score -266261.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266451.375000 Penalty: 2622.027100
	Iteration 2F: 3 clusters Score -266451.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -266593.281250 Penalty: 2622.027100
	Iteration 3F: 3 clusters Score -266593.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -266722.375000 Penalty: 2622.027100
	Iteration 4F: 3 clusters Score -266722.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -266862.843750 Penalty: 2622.027100
	Iteration 5Q: 3 clusters Score -266862.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -267003.218750 Penalty: 2622.027100
	Iteration 6Q: 3 clusters Score -267003.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -267151.250000 Penalty: 2622.027100
	Iteration 7Q: 3 clusters Score -267151.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -267349.093750 Penalty: 2622.027100
	Iteration 8Q: 3 clusters Score -267349.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -267557.250000 Penalty: 2622.027100
	Iteration 9F: 3 clusters Score -267557.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -267725.062500 Penalty: 2622.027100
	Iteration 10Q: 3 clusters Score -267725.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -267825.406250 Penalty: 2622.027100
	Iteration 11Q: 3 clusters Score -267825.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -267889.500000 Penalty: 2622.027100
	Iteration 12Q: 3 clusters Score -267889.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -267944.812500 Penalty: 2622.027100
	Iteration 13Q: 3 clusters Score -267944.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -267993.687500 Penalty: 2622.027100
	Iteration 14Q: 3 clusters Score -267993.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -268042.187500 Penalty: 2622.027100
	Iteration 15Q: 3 clusters Score -268042.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -268087.625000 Penalty: 2622.027100
	Iteration 16Q: 3 clusters Score -268087.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -268125.156250 Penalty: 2622.027100
	Iteration 17Q: 3 clusters Score -268125.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -268140.968750 Penalty: 2622.027100
	Iteration 18Q: 3 clusters Score -268141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -268152.062500 Penalty: 2622.027100
	Iteration 19Q: 3 clusters Score -268152.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -268159.843750 Penalty: 2622.027100
	Iteration 20F: 3 clusters Score -268159.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -268162.562500 Penalty: 2622.027100
	Iteration 21Q: 3 clusters Score -268162.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -268171.031250 Penalty: 2622.027100
	Iteration 22Q: 3 clusters Score -268171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -268176.781250 Penalty: 2622.027100
	Iteration 23Q: 3 clusters Score -268176.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -268185.875000 Penalty: 2622.027100
	Iteration 24Q: 3 clusters Score -268185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -268192.500000 Penalty: 2622.027100
	Iteration 25Q: 3 clusters Score -268192.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -268195.187500 Penalty: 2622.027100
	Iteration 26Q: 3 clusters Score -268195.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -268195.906250 Penalty: 2622.027100
	Iteration 27Q: 3 clusters Score -268195.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -268195.906250 Penalty: 2622.027100
	Iteration 28F: 3 clusters Score -268195.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Entering Unmasked Estep 
Score: -166409.609375 Penalty: 1240.579834
	Iteration 0F: 2 clusters Score -166409.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -164293.328125 Penalty: 2481.159668
	Iteration 0F: 3 clusters Score -164293.3 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -164898.140625 Penalty: 2481.159668
	Iteration 1F: 3 clusters Score -164898.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -165205.062500 Penalty: 2481.159668
	Iteration 2F: 3 clusters Score -165205.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -165454.687500 Penalty: 2481.159668
	Iteration 3F: 3 clusters Score -165454.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -165659.906250 Penalty: 2481.159668
	Iteration 4F: 3 clusters Score -165659.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -165784.000000 Penalty: 2481.159668
	Iteration 5F: 3 clusters Score -165784 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -165846.515625 Penalty: 2481.159668
	Iteration 6Q: 3 clusters Score -165846.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -165881.953125 Penalty: 2481.159668
	Iteration 7Q: 3 clusters Score -165882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -165897.109375 Penalty: 2481.159668
	Iteration 8Q: 3 clusters Score -165897.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -165900.906250 Penalty: 2481.159668
	Iteration 9Q: 3 clusters Score -165900.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -165904.453125 Penalty: 2481.159668
	Iteration 10Q: 3 clusters Score -165904.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -165905.828125 Penalty: 2481.159668
	Iteration 11Q: 3 clusters Score -165905.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -165907.781250 Penalty: 2481.159668
	Iteration 12Q: 3 clusters Score -165907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -165908.484375 Penalty: 2481.159668
	Iteration 13Q: 3 clusters Score -165908.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165909.250000 Penalty: 2481.159668
	Iteration 14Q: 3 clusters Score -165909.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -165909.250000 Penalty: 2481.159668
	Iteration 15F: 3 clusters Score -165909.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Entering Unmasked Estep 
Score: -439720.656250 Penalty: 1392.250732
	Iteration 0F: 2 clusters Score -439720.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -435579.968750 Penalty: 2784.501465
	Iteration 0F: 3 clusters Score -435580 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -436966.562500 Penalty: 2784.501465
	Iteration 1F: 3 clusters Score -436966.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -437535.531250 Penalty: 2784.501465
	Iteration 2F: 3 clusters Score -437535.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -438057.468750 Penalty: 2784.501465
	Iteration 3F: 3 clusters Score -438057.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -438448.375000 Penalty: 2784.501465
	Iteration 4F: 3 clusters Score -438448.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -438757.093750 Penalty: 2784.501465
	Iteration 5F: 3 clusters Score -438757.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -438975.093750 Penalty: 2784.501465
	Iteration 6F: 3 clusters Score -438975.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -439102.031250 Penalty: 2784.501465
	Iteration 7Q: 3 clusters Score -439102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -439178.718750 Penalty: 2784.501465
	Iteration 8Q: 3 clusters Score -439178.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -439226.250000 Penalty: 2784.501465
	Iteration 9Q: 3 clusters Score -439226.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -439267.531250 Penalty: 2784.501465
	Iteration 10Q: 3 clusters Score -439267.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -439310.843750 Penalty: 2784.501465
	Iteration 11Q: 3 clusters Score -439310.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -439358.281250 Penalty: 2784.501465
	Iteration 12Q: 3 clusters Score -439358.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -439410.437500 Penalty: 2784.501465
	Iteration 13Q: 3 clusters Score -439410.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -439472.468750 Penalty: 2784.501465
	Iteration 14Q: 3 clusters Score -439472.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -439516.781250 Penalty: 2784.501465
	Iteration 15Q: 3 clusters Score -439516.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -439550.250000 Penalty: 2784.501465
	Iteration 16Q: 3 clusters Score -439550.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -439565.187500 Penalty: 2784.501465
	Iteration 17Q: 3 clusters Score -439565.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -439575.093750 Penalty: 2784.501465
	Iteration 18Q: 3 clusters Score -439575.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -439580.593750 Penalty: 2784.501465
	Iteration 19Q: 3 clusters Score -439580.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439588.656250 Penalty: 2784.501465
	Iteration 20F: 3 clusters Score -439588.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -439597.875000 Penalty: 2784.501465
	Iteration 21Q: 3 clusters Score -439597.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -439603.937500 Penalty: 2784.501465
	Iteration 22Q: 3 clusters Score -439603.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439608.593750 Penalty: 2784.501465
	Iteration 23Q: 3 clusters Score -439608.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -439611.812500 Penalty: 2784.501465
	Iteration 24Q: 3 clusters Score -439611.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -439615.312500 Penalty: 2784.501465
	Iteration 25Q: 3 clusters Score -439615.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -439621.156250 Penalty: 2784.501465
	Iteration 26Q: 3 clusters Score -439621.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -439629.062500 Penalty: 2784.501465
	Iteration 27Q: 3 clusters Score -439629.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -439630.812500 Penalty: 2784.501465
	Iteration 28Q: 3 clusters Score -439630.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439632.718750 Penalty: 2784.501465
	Iteration 29Q: 3 clusters Score -439632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439633.437500 Penalty: 2784.501465
	Iteration 30Q: 3 clusters Score -439633.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -439633.437500 Penalty: 2784.501465
	Iteration 31F: 3 clusters Score -439633.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Entering Unmasked Estep 
Score: -259568.000000 Penalty: 1315.881226
	Iteration 0F: 2 clusters Score -259568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -256678.000000 Penalty: 2631.762451
	Iteration 0F: 3 clusters Score -256678 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -257368.828125 Penalty: 2631.762451
	Iteration 1F: 3 clusters Score -257368.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -257574.265625 Penalty: 2631.762451
	Iteration 2F: 3 clusters Score -257574.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -257728.046875 Penalty: 2631.762451
	Iteration 3F: 3 clusters Score -257728 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -257852.718750 Penalty: 2631.762451
	Iteration 4Q: 3 clusters Score -257852.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -258030.484375 Penalty: 2631.762451
	Iteration 5F: 3 clusters Score -258030.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -258247.796875 Penalty: 2631.762451
	Iteration 6F: 3 clusters Score -258247.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -258406.781250 Penalty: 2631.762451
	Iteration 7F: 3 clusters Score -258406.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -258532.968750 Penalty: 2631.762451
	Iteration 8Q: 3 clusters Score -258533 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -258643.015625 Penalty: 2631.762451
	Iteration 9Q: 3 clusters Score -258643 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258750.562500 Penalty: 2631.762451
	Iteration 10Q: 3 clusters Score -258750.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -258828.546875 Penalty: 2631.762451
	Iteration 11Q: 3 clusters Score -258828.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -258883.281250 Penalty: 2631.762451
	Iteration 12Q: 3 clusters Score -258883.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -258923.265625 Penalty: 2631.762451
	Iteration 13Q: 3 clusters Score -258923.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -258952.703125 Penalty: 2631.762451
	Iteration 14Q: 3 clusters Score -258952.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258969.843750 Penalty: 2631.762451
	Iteration 15Q: 3 clusters Score -258969.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258984.984375 Penalty: 2631.762451
	Iteration 16Q: 3 clusters Score -258985 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -258996.781250 Penalty: 2631.762451
	Iteration 17Q: 3 clusters Score -258996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -259006.609375 Penalty: 2631.762451
	Iteration 18Q: 3 clusters Score -259006.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -259015.500000 Penalty: 2631.762451
	Iteration 19Q: 3 clusters Score -259015.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -259025.125000 Penalty: 2631.762451
	Iteration 20F: 3 clusters Score -259025.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -259033.000000 Penalty: 2631.762451
	Iteration 21Q: 3 clusters Score -259033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -259037.593750 Penalty: 2631.762451
	Iteration 22Q: 3 clusters Score -259037.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -259046.437500 Penalty: 2631.762451
	Iteration 23Q: 3 clusters Score -259046.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -259054.734375 Penalty: 2631.762451
	Iteration 24Q: 3 clusters Score -259054.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -259063.703125 Penalty: 2631.762451
	Iteration 25Q: 3 clusters Score -259063.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -259070.171875 Penalty: 2631.762451
	Iteration 26Q: 3 clusters Score -259070.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -259074.015625 Penalty: 2631.762451
	Iteration 27Q: 3 clusters Score -259074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -259075.843750 Penalty: 2631.762451
	Iteration 28Q: 3 clusters Score -259075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -259078.390625 Penalty: 2631.762451
	Iteration 29Q: 3 clusters Score -259078.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -259081.468750 Penalty: 2631.762451
	Iteration 30Q: 3 clusters Score -259081.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -259085.328125 Penalty: 2631.762451
	Iteration 31Q: 3 clusters Score -259085.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -259087.531250 Penalty: 2631.762451
	Iteration 32Q: 3 clusters Score -259087.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -259089.562500 Penalty: 2631.762451
	Iteration 33Q: 3 clusters Score -259089.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -259089.875000 Penalty: 2631.762451
	Iteration 34Q: 3 clusters Score -259089.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -259090.140625 Penalty: 2631.762451
	Iteration 35Q: 3 clusters Score -259090.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -259090.625000 Penalty: 2631.762451
	Iteration 36Q: 3 clusters Score -259090.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -259091.718750 Penalty: 2631.762451
	Iteration 37Q: 3 clusters Score -259091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -259092.031250 Penalty: 2631.762451
	Iteration 38Q: 3 clusters Score -259092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -259092.031250 Penalty: 2631.762451
	Iteration 39F: 3 clusters Score -259092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Entering Unmasked Estep 
Score: -281923.312500 Penalty: 1317.700195
	Iteration 0F: 2 clusters Score -281923.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -279053.687500 Penalty: 2635.400391
	Iteration 0F: 3 clusters Score -279053.7 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -279805.312500 Penalty: 2635.400391
	Iteration 1F: 3 clusters Score -279805.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -280037.781250 Penalty: 2635.400391
	Iteration 2F: 3 clusters Score -280037.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -280250.906250 Penalty: 2635.400391
	Iteration 3F: 3 clusters Score -280250.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -280464.000000 Penalty: 2635.400391
	Iteration 4F: 3 clusters Score -280464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -280620.687500 Penalty: 2635.400391
	Iteration 5F: 3 clusters Score -280620.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -280726.062500 Penalty: 2635.400391
	Iteration 6Q: 3 clusters Score -280726.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -280793.468750 Penalty: 2635.400391
	Iteration 7Q: 3 clusters Score -280793.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -280840.593750 Penalty: 2635.400391
	Iteration 8Q: 3 clusters Score -280840.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -280873.312500 Penalty: 2635.400391
	Iteration 9Q: 3 clusters Score -280873.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -280897.937500 Penalty: 2635.400391
	Iteration 10Q: 3 clusters Score -280897.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -280916.312500 Penalty: 2635.400391
	Iteration 11Q: 3 clusters Score -280916.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -280933.250000 Penalty: 2635.400391
	Iteration 12Q: 3 clusters Score -280933.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -280942.531250 Penalty: 2635.400391
	Iteration 13Q: 3 clusters Score -280942.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280949.781250 Penalty: 2635.400391
	Iteration 14Q: 3 clusters Score -280949.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280957.281250 Penalty: 2635.400391
	Iteration 15Q: 3 clusters Score -280957.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -280961.312500 Penalty: 2635.400391
	Iteration 16Q: 3 clusters Score -280961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -280965.125000 Penalty: 2635.400391
	Iteration 17Q: 3 clusters Score -280965.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -280966.687500 Penalty: 2635.400391
	Iteration 18Q: 3 clusters Score -280966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -280968.531250 Penalty: 2635.400391
	Iteration 19Q: 3 clusters Score -280968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -280970.937500 Penalty: 2635.400391
	Iteration 20F: 3 clusters Score -280970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -280972.375000 Penalty: 2635.400391
	Iteration 21Q: 3 clusters Score -280972.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -280972.343750 Penalty: 2635.400391
	Iteration 22Q: 3 clusters Score -280972.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -280973.437500 Penalty: 2635.400391
	Iteration 23Q: 3 clusters Score -280973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280973.531250 Penalty: 2635.400391
	Iteration 24Q: 3 clusters Score -280973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -280973.531250 Penalty: 2635.400391
	Iteration 25F: 3 clusters Score -280973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Entering Unmasked Estep 
Score: -827907.000000 Penalty: 1487.985474
	Iteration 0F: 2 clusters Score -827907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -821048.875000 Penalty: 2975.970947
	Iteration 0F: 3 clusters Score -821048.9 nChanged 4054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -823249.500000 Penalty: 2975.970947
	Iteration 1F: 3 clusters Score -823249.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -823489.562500 Penalty: 2975.970947
	Iteration 2F: 3 clusters Score -823489.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -823768.750000 Penalty: 2975.970947
	Iteration 3F: 3 clusters Score -823768.8 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -824126.062500 Penalty: 2975.970947
	Iteration 4F: 3 clusters Score -824126.1 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -824658.187500 Penalty: 2975.970947
	Iteration 5F: 3 clusters Score -824658.2 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -825272.000000 Penalty: 2975.970947
	Iteration 6F: 3 clusters Score -825272 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -825796.375000 Penalty: 2975.970947
	Iteration 7F: 3 clusters Score -825796.4 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -826146.750000 Penalty: 2975.970947
	Iteration 8F: 3 clusters Score -826146.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -826363.000000 Penalty: 2975.970947
	Iteration 9Q: 3 clusters Score -826363 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -826536.250000 Penalty: 2975.970947
	Iteration 10Q: 3 clusters Score -826536.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -826696.000000 Penalty: 2975.970947
	Iteration 11Q: 3 clusters Score -826696 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -826806.500000 Penalty: 2975.970947
	Iteration 12Q: 3 clusters Score -826806.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -826888.125000 Penalty: 2975.970947
	Iteration 13Q: 3 clusters Score -826888.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -826958.125000 Penalty: 2975.970947
	Iteration 14Q: 3 clusters Score -826958.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -827011.625000 Penalty: 2975.970947
	Iteration 15Q: 3 clusters Score -827011.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -827036.187500 Penalty: 2975.970947
	Iteration 16Q: 3 clusters Score -827036.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -827057.187500 Penalty: 2975.970947
	Iteration 17Q: 3 clusters Score -827057.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -827069.062500 Penalty: 2975.970947
	Iteration 18Q: 3 clusters Score -827069.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -827077.437500 Penalty: 2975.970947
	Iteration 19Q: 3 clusters Score -827077.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -827090.375000 Penalty: 2975.970947
	Iteration 20F: 3 clusters Score -827090.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -827088.875000 Penalty: 2975.970947
	Iteration 21Q: 3 clusters Score -827088.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -827091.312500 Penalty: 2975.970947
	Iteration 22Q: 3 clusters Score -827091.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -827093.500000 Penalty: 2975.970947
	Iteration 23Q: 3 clusters Score -827093.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -827094.937500 Penalty: 2975.970947
	Iteration 24Q: 3 clusters Score -827094.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -827096.000000 Penalty: 2975.970947
	Iteration 25Q: 3 clusters Score -827096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -827093.125000 Penalty: 2975.970947
	Iteration 26Q: 3 clusters Score -827093.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -827093.125000 Penalty: 2975.970947
	Iteration 27F: 3 clusters Score -827093.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Entering Unmasked Estep 
Score: -3929019.250000 Penalty: 1740.187622
	Iteration 0F: 2 clusters Score -3929019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -3899245.250000 Penalty: 3480.375244
	Iteration 0F: 3 clusters Score -3899245 nChanged 20976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -3911101.250000 Penalty: 3480.375244
	Iteration 1F: 3 clusters Score -3911101 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3911813.750000 Penalty: 3480.375244
	Iteration 2Q: 3 clusters Score -3911814 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22514 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -3912646.500000 Penalty: 3480.375244
	Iteration 3Q: 3 clusters Score -3912646 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -3913593.500000 Penalty: 3480.375244
	Iteration 4Q: 3 clusters Score -3913594 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3914699.500000 Penalty: 3480.375244
	Iteration 5F: 3 clusters Score -3914700 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -3915768.250000 Penalty: 3480.375244
	Iteration 6F: 3 clusters Score -3915768 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -3916679.750000 Penalty: 3480.375244
	Iteration 7Q: 3 clusters Score -3916680 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -3917392.750000 Penalty: 3480.375244
	Iteration 8Q: 3 clusters Score -3917393 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -3917873.750000 Penalty: 3480.375244
	Iteration 9Q: 3 clusters Score -3917874 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -3918235.250000 Penalty: 3480.375244
	Iteration 10Q: 3 clusters Score -3918235 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24754 members 
Mstep: Class 2 contains 19996 members 
Entering Unmasked Estep 
Score: -3918487.500000 Penalty: 3480.375244
	Iteration 11Q: 3 clusters Score -3918488 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3918645.500000 Penalty: 3480.375244
	Iteration 12Q: 3 clusters Score -3918646 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -3918775.250000 Penalty: 3480.375244
	Iteration 13Q: 3 clusters Score -3918775 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25252 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -3918856.750000 Penalty: 3480.375244
	Iteration 14Q: 3 clusters Score -3918857 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -3918920.250000 Penalty: 3480.375244
	Iteration 15Q: 3 clusters Score -3918920 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -3918978.250000 Penalty: 3480.375244
	Iteration 16Q: 3 clusters Score -3918978 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -3919052.500000 Penalty: 3480.375244
	Iteration 17Q: 3 clusters Score -3919052 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25970 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3919109.250000 Penalty: 3480.375244
	Iteration 18Q: 3 clusters Score -3919109 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -3919192.500000 Penalty: 3480.375244
	Iteration 19Q: 3 clusters Score -3919192 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -3919262.250000 Penalty: 3480.375244
	Iteration 20F: 3 clusters Score -3919262 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3919398.750000 Penalty: 3480.375244
	Iteration 21Q: 3 clusters Score -3919399 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27207 members 
Mstep: Class 2 contains 17543 members 
Entering Unmasked Estep 
Score: -3919506.250000 Penalty: 3480.375244
	Iteration 22Q: 3 clusters Score -3919506 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27650 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -3919692.000000 Penalty: 3480.375244
	Iteration 23Q: 3 clusters Score -3919692 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -3919885.500000 Penalty: 3480.375244
	Iteration 24Q: 3 clusters Score -3919886 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -3920151.500000 Penalty: 3480.375244
	Iteration 25Q: 3 clusters Score -3920152 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -3920546.750000 Penalty: 3480.375244
	Iteration 26Q: 3 clusters Score -3920547 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -3921133.250000 Penalty: 3480.375244
	Iteration 27Q: 3 clusters Score -3921133 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -3921803.000000 Penalty: 3480.375244
	Iteration 28Q: 3 clusters Score -3921803 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -3922600.500000 Penalty: 3480.375244
	Iteration 29Q: 3 clusters Score -3922600 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -3923291.750000 Penalty: 3480.375244
	Iteration 30Q: 3 clusters Score -3923292 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -3923779.250000 Penalty: 3480.375244
	Iteration 31Q: 3 clusters Score -3923779 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -3924105.000000 Penalty: 3480.375244
	Iteration 32Q: 3 clusters Score -3924105 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -3924327.250000 Penalty: 3480.375244
	Iteration 33Q: 3 clusters Score -3924327 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -3924495.500000 Penalty: 3480.375244
	Iteration 34Q: 3 clusters Score -3924496 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3924644.250000 Penalty: 3480.375244
	Iteration 35Q: 3 clusters Score -3924644 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -3924808.000000 Penalty: 3480.375244
	Iteration 36Q: 3 clusters Score -3924808 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3924957.250000 Penalty: 3480.375244
	Iteration 37Q: 3 clusters Score -3924957 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3925054.750000 Penalty: 3480.375244
	Iteration 38Q: 3 clusters Score -3925055 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3925140.500000 Penalty: 3480.375244
	Iteration 39Q: 3 clusters Score -3925140 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -3925402.500000 Penalty: 3480.375244
	Iteration 40F: 3 clusters Score -3925402 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37364 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -3925616.000000 Penalty: 3480.375244
	Iteration 41Q: 3 clusters Score -3925616 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -3925788.750000 Penalty: 3480.375244
	Iteration 42Q: 3 clusters Score -3925789 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -3925920.500000 Penalty: 3480.375244
	Iteration 43Q: 3 clusters Score -3925920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -3926051.750000 Penalty: 3480.375244
	Iteration 44Q: 3 clusters Score -3926052 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -3926165.250000 Penalty: 3480.375244
	Iteration 45Q: 3 clusters Score -3926165 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -3926247.000000 Penalty: 3480.375244
	Iteration 46Q: 3 clusters Score -3926247 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -3926317.000000 Penalty: 3480.375244
	Iteration 47Q: 3 clusters Score -3926317 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3926381.500000 Penalty: 3480.375244
	Iteration 48Q: 3 clusters Score -3926382 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -3926422.750000 Penalty: 3480.375244
	Iteration 49Q: 3 clusters Score -3926423 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -3926451.750000 Penalty: 3480.375244
	Iteration 50Q: 3 clusters Score -3926452 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -3926490.500000 Penalty: 3480.375244
	Iteration 51Q: 3 clusters Score -3926490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -3926546.500000 Penalty: 3480.375244
	Iteration 52Q: 3 clusters Score -3926546 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -3926589.750000 Penalty: 3480.375244
	Iteration 53Q: 3 clusters Score -3926590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -3926626.500000 Penalty: 3480.375244
	Iteration 54Q: 3 clusters Score -3926626 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3926705.500000 Penalty: 3480.375244
	Iteration 55Q: 3 clusters Score -3926706 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -3926817.750000 Penalty: 3480.375244
	Iteration 56Q: 3 clusters Score -3926818 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -3926921.500000 Penalty: 3480.375244
	Iteration 57Q: 3 clusters Score -3926922 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -3927014.000000 Penalty: 3480.375244
	Iteration 58Q: 3 clusters Score -3927014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -3927138.000000 Penalty: 3480.375244
	Iteration 59Q: 3 clusters Score -3927138 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41294 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3927251.750000 Penalty: 3480.375244
	Iteration 60F: 3 clusters Score -3927252 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3927329.250000 Penalty: 3480.375244
	Iteration 61Q: 3 clusters Score -3927329 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41604 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -3927395.250000 Penalty: 3480.375244
	Iteration 62Q: 3 clusters Score -3927395 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -3927463.500000 Penalty: 3480.375244
	Iteration 63Q: 3 clusters Score -3927464 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41941 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3927531.000000 Penalty: 3480.375244
	Iteration 64Q: 3 clusters Score -3927531 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -3927582.750000 Penalty: 3480.375244
	Iteration 65Q: 3 clusters Score -3927583 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -3927634.000000 Penalty: 3480.375244
	Iteration 66Q: 3 clusters Score -3927634 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42385 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -3927690.250000 Penalty: 3480.375244
	Iteration 67Q: 3 clusters Score -3927690 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3927729.000000 Penalty: 3480.375244
	Iteration 68Q: 3 clusters Score -3927729 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -3927753.250000 Penalty: 3480.375244
	Iteration 69Q: 3 clusters Score -3927753 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3927773.750000 Penalty: 3480.375244
	Iteration 70Q: 3 clusters Score -3927774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42715 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -3927791.250000 Penalty: 3480.375244
	Iteration 71Q: 3 clusters Score -3927791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3927793.750000 Penalty: 3480.375244
	Iteration 72Q: 3 clusters Score -3927794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -3927807.000000 Penalty: 3480.375244
	Iteration 73Q: 3 clusters Score -3927807 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42814 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3927809.500000 Penalty: 3480.375244
	Iteration 74Q: 3 clusters Score -3927810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3927817.250000 Penalty: 3480.375244
	Iteration 75Q: 3 clusters Score -3927817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3927819.750000 Penalty: 3480.375244
	Iteration 76Q: 3 clusters Score -3927820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3927820.250000 Penalty: 3480.375244
	Iteration 77Q: 3 clusters Score -3927820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42876 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3927818.750000 Penalty: 3480.375244
	Iteration 78Q: 3 clusters Score -3927819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3927821.500000 Penalty: 3480.375244
	Iteration 79Q: 3 clusters Score -3927822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42885 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -3927821.750000 Penalty: 3480.375244
	Iteration 80F: 3 clusters Score -3927822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -3927818.250000 Penalty: 3480.375244
	Iteration 81Q: 3 clusters Score -3927818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42895 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -3927822.750000 Penalty: 3480.375244
	Iteration 82Q: 3 clusters Score -3927823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42901 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3927826.750000 Penalty: 3480.375244
	Iteration 83Q: 3 clusters Score -3927827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3927825.250000 Penalty: 3480.375244
	Iteration 84Q: 3 clusters Score -3927825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3927826.500000 Penalty: 3480.375244
	Iteration 85Q: 3 clusters Score -3927826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42919 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3927828.250000 Penalty: 3480.375244
	Iteration 86Q: 3 clusters Score -3927828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42927 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3927831.500000 Penalty: 3480.375244
	Iteration 87Q: 3 clusters Score -3927832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42932 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3927829.500000 Penalty: 3480.375244
	Iteration 88Q: 3 clusters Score -3927830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42941 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -3927832.250000 Penalty: 3480.375244
	Iteration 89Q: 3 clusters Score -3927832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3927835.500000 Penalty: 3480.375244
	Iteration 90Q: 3 clusters Score -3927836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -3927837.250000 Penalty: 3480.375244
	Iteration 91Q: 3 clusters Score -3927837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42969 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -3927840.250000 Penalty: 3480.375244
	Iteration 92Q: 3 clusters Score -3927840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42978 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3927846.250000 Penalty: 3480.375244
	Iteration 93Q: 3 clusters Score -3927846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3927843.000000 Penalty: 3480.375244
	Iteration 94Q: 3 clusters Score -3927843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42994 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3927846.000000 Penalty: 3480.375244
	Iteration 95Q: 3 clusters Score -3927846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3927849.000000 Penalty: 3480.375244
	Iteration 96Q: 3 clusters Score -3927849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43003 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3927844.250000 Penalty: 3480.375244
	Iteration 97Q: 3 clusters Score -3927844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43008 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3927849.750000 Penalty: 3480.375244
	Iteration 98Q: 3 clusters Score -3927850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43012 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -3927850.500000 Penalty: 3480.375244
	Iteration 99Q: 3 clusters Score -3927850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43015 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3927849.750000 Penalty: 3480.375244
	Iteration 100F: 3 clusters Score -3927850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3927854.250000 Penalty: 3480.375244
	Iteration 101Q: 3 clusters Score -3927854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3927851.000000 Penalty: 3480.375244
	Iteration 102Q: 3 clusters Score -3927851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3927851.250000 Penalty: 3480.375244
	Iteration 103Q: 3 clusters Score -3927851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -3927850.750000 Penalty: 3480.375244
	Iteration 104Q: 3 clusters Score -3927851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43025 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3927850.250000 Penalty: 3480.375244
	Iteration 105Q: 3 clusters Score -3927850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43026 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3927853.000000 Penalty: 3480.375244
	Iteration 106Q: 3 clusters Score -3927853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43027 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3927851.750000 Penalty: 3480.375244
	Iteration 107Q: 3 clusters Score -3927852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43028 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -3927853.000000 Penalty: 3480.375244
	Iteration 108Q: 3 clusters Score -3927853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3927851.750000 Penalty: 3480.375244
	Iteration 109Q: 3 clusters Score -3927852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43029 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -3927851.750000 Penalty: 3480.375244
	Iteration 110F: 3 clusters Score -3927852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Entering Unmasked Estep 
Score: -1114761.125000 Penalty: 1529.538696
	Iteration 0F: 2 clusters Score -1114761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1106139.375000 Penalty: 3059.077393
	Iteration 0F: 3 clusters Score -1106139 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1108926.875000 Penalty: 3059.077393
	Iteration 1F: 3 clusters Score -1108927 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1109152.625000 Penalty: 3059.077393
	Iteration 2F: 3 clusters Score -1109153 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1109345.000000 Penalty: 3059.077393
	Iteration 3Q: 3 clusters Score -1109345 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1109502.125000 Penalty: 3059.077393
	Iteration 4Q: 3 clusters Score -1109502 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1109647.250000 Penalty: 3059.077393
	Iteration 5Q: 3 clusters Score -1109647 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1109817.875000 Penalty: 3059.077393
	Iteration 6Q: 3 clusters Score -1109818 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1110021.625000 Penalty: 3059.077393
	Iteration 7Q: 3 clusters Score -1110022 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1110303.750000 Penalty: 3059.077393
	Iteration 8Q: 3 clusters Score -1110304 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1110664.000000 Penalty: 3059.077393
	Iteration 9Q: 3 clusters Score -1110664 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1111048.875000 Penalty: 3059.077393
	Iteration 10Q: 3 clusters Score -1111049 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1111470.625000 Penalty: 3059.077393
	Iteration 11Q: 3 clusters Score -1111471 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1111874.125000 Penalty: 3059.077393
	Iteration 12Q: 3 clusters Score -1111874 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1112272.250000 Penalty: 3059.077393
	Iteration 13Q: 3 clusters Score -1112272 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1112595.625000 Penalty: 3059.077393
	Iteration 14Q: 3 clusters Score -1112596 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1112849.000000 Penalty: 3059.077393
	Iteration 15Q: 3 clusters Score -1112849 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1113009.750000 Penalty: 3059.077393
	Iteration 16Q: 3 clusters Score -1113010 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1113116.000000 Penalty: 3059.077393
	Iteration 17Q: 3 clusters Score -1113116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1113180.375000 Penalty: 3059.077393
	Iteration 18Q: 3 clusters Score -1113180 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1113242.500000 Penalty: 3059.077393
	Iteration 19Q: 3 clusters Score -1113242 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1113284.625000 Penalty: 3059.077393
	Iteration 20F: 3 clusters Score -1113285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1113324.125000 Penalty: 3059.077393
	Iteration 21Q: 3 clusters Score -1113324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1113357.375000 Penalty: 3059.077393
	Iteration 22Q: 3 clusters Score -1113357 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1113378.625000 Penalty: 3059.077393
	Iteration 23Q: 3 clusters Score -1113379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1113395.625000 Penalty: 3059.077393
	Iteration 24Q: 3 clusters Score -1113396 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1113408.750000 Penalty: 3059.077393
	Iteration 25Q: 3 clusters Score -1113409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1113425.250000 Penalty: 3059.077393
	Iteration 26Q: 3 clusters Score -1113425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1113436.750000 Penalty: 3059.077393
	Iteration 27Q: 3 clusters Score -1113437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1113448.375000 Penalty: 3059.077393
	Iteration 28Q: 3 clusters Score -1113448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1113458.500000 Penalty: 3059.077393
	Iteration 29Q: 3 clusters Score -1113458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1113465.625000 Penalty: 3059.077393
	Iteration 30Q: 3 clusters Score -1113466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1113477.375000 Penalty: 3059.077393
	Iteration 31Q: 3 clusters Score -1113477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1113487.000000 Penalty: 3059.077393
	Iteration 32Q: 3 clusters Score -1113487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1113490.375000 Penalty: 3059.077393
	Iteration 33Q: 3 clusters Score -1113490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1113496.875000 Penalty: 3059.077393
	Iteration 34Q: 3 clusters Score -1113497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1113500.375000 Penalty: 3059.077393
	Iteration 35Q: 3 clusters Score -1113500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1113503.125000 Penalty: 3059.077393
	Iteration 36Q: 3 clusters Score -1113503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1113504.375000 Penalty: 3059.077393
	Iteration 37Q: 3 clusters Score -1113504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1113508.375000 Penalty: 3059.077393
	Iteration 38Q: 3 clusters Score -1113508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1113511.375000 Penalty: 3059.077393
	Iteration 39Q: 3 clusters Score -1113511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1113515.375000 Penalty: 3059.077393
	Iteration 40F: 3 clusters Score -1113515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1113518.000000 Penalty: 3059.077393
	Iteration 41Q: 3 clusters Score -1113518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1113521.250000 Penalty: 3059.077393
	Iteration 42Q: 3 clusters Score -1113521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1113522.625000 Penalty: 3059.077393
	Iteration 43Q: 3 clusters Score -1113523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1113523.500000 Penalty: 3059.077393
	Iteration 44Q: 3 clusters Score -1113524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1113524.375000 Penalty: 3059.077393
	Iteration 45Q: 3 clusters Score -1113524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1113524.375000 Penalty: 3059.077393
	Iteration 46F: 3 clusters Score -1113524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110168 members 
Entering Unmasked Estep 
Score: -9598482.000000 Penalty: 1886.586304
	Iteration 0F: 2 clusters Score -9598482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -9524869.000000 Penalty: 3773.172607
	Iteration 0F: 3 clusters Score -9524869 nChanged 52682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58382 members 
Mstep: Class 2 contains 51786 members 
Entering Unmasked Estep 
Score: -9555511.000000 Penalty: 3773.172607
	Iteration 1F: 3 clusters Score -9555511 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 49634 members 
Entering Unmasked Estep 
Score: -9556699.000000 Penalty: 3773.172607
	Iteration 2Q: 3 clusters Score -9556699 nChanged 4697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63787 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -9558581.000000 Penalty: 3773.172607
	Iteration 3Q: 3 clusters Score -9558581 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68635 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -9561526.000000 Penalty: 3773.172607
	Iteration 4F: 3 clusters Score -9561526 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75281 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -9566279.000000 Penalty: 3773.172607
	Iteration 5F: 3 clusters Score -9566279 nChanged 8563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -9572826.000000 Penalty: 3773.172607
	Iteration 6F: 3 clusters Score -9572826 nChanged 8712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91900 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -9580458.000000 Penalty: 3773.172607
	Iteration 7F: 3 clusters Score -9580458 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99229 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -9587259.000000 Penalty: 3773.172607
	Iteration 8F: 3 clusters Score -9587259 nChanged 5139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104344 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -9592033.000000 Penalty: 3773.172607
	Iteration 9Q: 3 clusters Score -9592033 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107244 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -9594619.000000 Penalty: 3773.172607
	Iteration 10Q: 3 clusters Score -9594619 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108687 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9595837.000000 Penalty: 3773.172607
	Iteration 11Q: 3 clusters Score -9595837 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109327 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9596321.000000 Penalty: 3773.172607
	Iteration 12Q: 3 clusters Score -9596321 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109588 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -9596548.000000 Penalty: 3773.172607
	Iteration 13Q: 3 clusters Score -9596548 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -9596642.000000 Penalty: 3773.172607
	Iteration 14Q: 3 clusters Score -9596642 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109756 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9596716.000000 Penalty: 3773.172607
	Iteration 15Q: 3 clusters Score -9596716 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109788 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9596764.000000 Penalty: 3773.172607
	Iteration 16Q: 3 clusters Score -9596764 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109816 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9596801.000000 Penalty: 3773.172607
	Iteration 17Q: 3 clusters Score -9596801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109832 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9596825.000000 Penalty: 3773.172607
	Iteration 18Q: 3 clusters Score -9596825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109841 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9596853.000000 Penalty: 3773.172607
	Iteration 19Q: 3 clusters Score -9596853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109854 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9596860.000000 Penalty: 3773.172607
	Iteration 20F: 3 clusters Score -9596860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109857 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9596872.000000 Penalty: 3773.172607
	Iteration 21Q: 3 clusters Score -9596872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109860 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9596870.000000 Penalty: 3773.172607
	Iteration 22Q: 3 clusters Score -9596870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109864 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9596873.000000 Penalty: 3773.172607
	Iteration 23Q: 3 clusters Score -9596873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109868 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9596876.000000 Penalty: 3773.172607
	Iteration 24Q: 3 clusters Score -9596876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9596870.000000 Penalty: 3773.172607
	Iteration 25Q: 3 clusters Score -9596870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9596873.000000 Penalty: 3773.172607
	Iteration 26Q: 3 clusters Score -9596873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109873 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9596872.000000 Penalty: 3773.172607
	Iteration 27Q: 3 clusters Score -9596872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9596873.000000 Penalty: 3773.172607
	Iteration 28Q: 3 clusters Score -9596873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109872 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9596873.000000 Penalty: 3773.172607
	Iteration 29F: 3 clusters Score -9596873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1144284.250000 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -1144284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1135354.500000 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -1135354 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1138341.250000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -1138341 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1138587.375000 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -1138587 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1138799.250000 Penalty: 3073.640869
	Iteration 3Q: 3 clusters Score -1138799 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1139026.250000 Penalty: 3073.640869
	Iteration 4Q: 3 clusters Score -1139026 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1139275.000000 Penalty: 3073.640869
	Iteration 5Q: 3 clusters Score -1139275 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1139517.625000 Penalty: 3073.640869
	Iteration 6Q: 3 clusters Score -1139518 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1139807.125000 Penalty: 3073.640869
	Iteration 7Q: 3 clusters Score -1139807 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1140159.625000 Penalty: 3073.640869
	Iteration 8Q: 3 clusters Score -1140160 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1140667.250000 Penalty: 3073.640869
	Iteration 9F: 3 clusters Score -1140667 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1141216.125000 Penalty: 3073.640869
	Iteration 10F: 3 clusters Score -1141216 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1141721.125000 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -1141721 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -1142149.750000 Penalty: 3073.640869
	Iteration 12Q: 3 clusters Score -1142150 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -1142435.750000 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -1142436 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1142628.000000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -1142628 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1142771.000000 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -1142771 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1142850.250000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -1142850 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1142892.000000 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -1142892 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1142919.875000 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -1142920 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -1142947.000000 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -1142947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1142975.125000 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -1142975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1143000.625000 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -1143001 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1143022.000000 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -1143022 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1143040.125000 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -1143040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1143055.625000 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -1143056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -1143064.500000 Penalty: 3073.640869
	Iteration 25Q: 3 clusters Score -1143064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1143075.750000 Penalty: 3073.640869
	Iteration 26Q: 3 clusters Score -1143076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -1143086.625000 Penalty: 3073.640869
	Iteration 27Q: 3 clusters Score -1143087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1143096.375000 Penalty: 3073.640869
	Iteration 28Q: 3 clusters Score -1143096 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -1143106.750000 Penalty: 3073.640869
	Iteration 29Q: 3 clusters Score -1143107 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1143118.500000 Penalty: 3073.640869
	Iteration 30Q: 3 clusters Score -1143118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1143126.250000 Penalty: 3073.640869
	Iteration 31Q: 3 clusters Score -1143126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1143133.500000 Penalty: 3073.640869
	Iteration 32Q: 3 clusters Score -1143134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -1143138.000000 Penalty: 3073.640869
	Iteration 33Q: 3 clusters Score -1143138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1143141.625000 Penalty: 3073.640869
	Iteration 34Q: 3 clusters Score -1143142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1143146.625000 Penalty: 3073.640869
	Iteration 35Q: 3 clusters Score -1143147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1143150.125000 Penalty: 3073.640869
	Iteration 36Q: 3 clusters Score -1143150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -1143150.875000 Penalty: 3073.640869
	Iteration 37Q: 3 clusters Score -1143151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1143154.750000 Penalty: 3073.640869
	Iteration 38Q: 3 clusters Score -1143155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1143159.000000 Penalty: 3073.640869
	Iteration 39Q: 3 clusters Score -1143159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -1143160.625000 Penalty: 3073.640869
	Iteration 40F: 3 clusters Score -1143161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1143165.250000 Penalty: 3073.640869
	Iteration 41Q: 3 clusters Score -1143165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1143166.000000 Penalty: 3073.640869
	Iteration 42Q: 3 clusters Score -1143166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -1143166.000000 Penalty: 3073.640869
	Iteration 43Q: 3 clusters Score -1143166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1143167.750000 Penalty: 3073.640869
	Iteration 44Q: 3 clusters Score -1143168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1143167.750000 Penalty: 3073.640869
	Iteration 45F: 3 clusters Score -1143168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -547772.625000 Penalty: 1419.836060
	Iteration 0F: 2 clusters Score -547772.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -542973.187500 Penalty: 2839.672119
	Iteration 0F: 3 clusters Score -542973.2 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -544377.937500 Penalty: 2839.672119
	Iteration 1F: 3 clusters Score -544377.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -544573.687500 Penalty: 2839.672119
	Iteration 2F: 3 clusters Score -544573.7 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -544725.437500 Penalty: 2839.672119
	Iteration 3F: 3 clusters Score -544725.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -544846.000000 Penalty: 2839.672119
	Iteration 4Q: 3 clusters Score -544846 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -544953.562500 Penalty: 2839.672119
	Iteration 5Q: 3 clusters Score -544953.6 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -545044.750000 Penalty: 2839.672119
	Iteration 6Q: 3 clusters Score -545044.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -545122.875000 Penalty: 2839.672119
	Iteration 7Q: 3 clusters Score -545122.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -545196.062500 Penalty: 2839.672119
	Iteration 8Q: 3 clusters Score -545196.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -545266.437500 Penalty: 2839.672119
	Iteration 9Q: 3 clusters Score -545266.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -545331.500000 Penalty: 2839.672119
	Iteration 10Q: 3 clusters Score -545331.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -545384.562500 Penalty: 2839.672119
	Iteration 11Q: 3 clusters Score -545384.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -545440.125000 Penalty: 2839.672119
	Iteration 12Q: 3 clusters Score -545440.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -545495.562500 Penalty: 2839.672119
	Iteration 13Q: 3 clusters Score -545495.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -545553.687500 Penalty: 2839.672119
	Iteration 14Q: 3 clusters Score -545553.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -545618.625000 Penalty: 2839.672119
	Iteration 15Q: 3 clusters Score -545618.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -545689.500000 Penalty: 2839.672119
	Iteration 16Q: 3 clusters Score -545689.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -545757.687500 Penalty: 2839.672119
	Iteration 17Q: 3 clusters Score -545757.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -545836.187500 Penalty: 2839.672119
	Iteration 18Q: 3 clusters Score -545836.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -545931.750000 Penalty: 2839.672119
	Iteration 19Q: 3 clusters Score -545931.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -546032.312500 Penalty: 2839.672119
	Iteration 20F: 3 clusters Score -546032.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -546155.562500 Penalty: 2839.672119
	Iteration 21Q: 3 clusters Score -546155.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -546280.250000 Penalty: 2839.672119
	Iteration 22Q: 3 clusters Score -546280.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -546392.250000 Penalty: 2839.672119
	Iteration 23Q: 3 clusters Score -546392.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -546495.812500 Penalty: 2839.672119
	Iteration 24Q: 3 clusters Score -546495.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -546572.875000 Penalty: 2839.672119
	Iteration 25Q: 3 clusters Score -546572.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -546658.500000 Penalty: 2839.672119
	Iteration 26Q: 3 clusters Score -546658.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -546730.500000 Penalty: 2839.672119
	Iteration 27Q: 3 clusters Score -546730.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -546788.000000 Penalty: 2839.672119
	Iteration 28Q: 3 clusters Score -546788 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -546832.375000 Penalty: 2839.672119
	Iteration 29Q: 3 clusters Score -546832.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -546870.125000 Penalty: 2839.672119
	Iteration 30Q: 3 clusters Score -546870.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -546903.437500 Penalty: 2839.672119
	Iteration 31Q: 3 clusters Score -546903.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -546937.500000 Penalty: 2839.672119
	Iteration 32Q: 3 clusters Score -546937.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -546974.562500 Penalty: 2839.672119
	Iteration 33Q: 3 clusters Score -546974.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -547013.125000 Penalty: 2839.672119
	Iteration 34Q: 3 clusters Score -547013.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -547042.562500 Penalty: 2839.672119
	Iteration 35Q: 3 clusters Score -547042.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -547063.187500 Penalty: 2839.672119
	Iteration 36Q: 3 clusters Score -547063.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -547070.625000 Penalty: 2839.672119
	Iteration 37Q: 3 clusters Score -547070.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -547077.250000 Penalty: 2839.672119
	Iteration 38Q: 3 clusters Score -547077.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -547079.937500 Penalty: 2839.672119
	Iteration 39Q: 3 clusters Score -547079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -547084.562500 Penalty: 2839.672119
	Iteration 40F: 3 clusters Score -547084.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -547087.937500 Penalty: 2839.672119
	Iteration 41Q: 3 clusters Score -547087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -547088.062500 Penalty: 2839.672119
	Iteration 42Q: 3 clusters Score -547088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -547088.062500 Penalty: 2839.672119
	Iteration 43F: 3 clusters Score -547088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Entering Unmasked Estep 
Score: -256545.578125 Penalty: 1299.456299
	Iteration 0F: 2 clusters Score -256545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -253847.500000 Penalty: 2598.912598
	Iteration 0F: 3 clusters Score -253847.5 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -254443.218750 Penalty: 2598.912598
	Iteration 1F: 3 clusters Score -254443.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -254564.687500 Penalty: 2598.912598
	Iteration 2F: 3 clusters Score -254564.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -254649.234375 Penalty: 2598.912598
	Iteration 3F: 3 clusters Score -254649.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -254716.250000 Penalty: 2598.912598
	Iteration 4Q: 3 clusters Score -254716.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -254773.015625 Penalty: 2598.912598
	Iteration 5Q: 3 clusters Score -254773 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -254813.921875 Penalty: 2598.912598
	Iteration 6Q: 3 clusters Score -254813.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -254839.625000 Penalty: 2598.912598
	Iteration 7Q: 3 clusters Score -254839.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -254857.531250 Penalty: 2598.912598
	Iteration 8Q: 3 clusters Score -254857.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -254871.593750 Penalty: 2598.912598
	Iteration 9Q: 3 clusters Score -254871.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -254885.906250 Penalty: 2598.912598
	Iteration 10Q: 3 clusters Score -254885.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -254897.984375 Penalty: 2598.912598
	Iteration 11Q: 3 clusters Score -254898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -254913.265625 Penalty: 2598.912598
	Iteration 12Q: 3 clusters Score -254913.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -254926.781250 Penalty: 2598.912598
	Iteration 13Q: 3 clusters Score -254926.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -254934.562500 Penalty: 2598.912598
	Iteration 14Q: 3 clusters Score -254934.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -254942.937500 Penalty: 2598.912598
	Iteration 15Q: 3 clusters Score -254942.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -254950.218750 Penalty: 2598.912598
	Iteration 16Q: 3 clusters Score -254950.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254959.078125 Penalty: 2598.912598
	Iteration 17Q: 3 clusters Score -254959.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254968.453125 Penalty: 2598.912598
	Iteration 18Q: 3 clusters Score -254968.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -254976.000000 Penalty: 2598.912598
	Iteration 19Q: 3 clusters Score -254976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -254980.265625 Penalty: 2598.912598
	Iteration 20F: 3 clusters Score -254980.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -254983.703125 Penalty: 2598.912598
	Iteration 21Q: 3 clusters Score -254983.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -254984.984375 Penalty: 2598.912598
	Iteration 22Q: 3 clusters Score -254985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -254986.406250 Penalty: 2598.912598
	Iteration 23Q: 3 clusters Score -254986.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254988.546875 Penalty: 2598.912598
	Iteration 24Q: 3 clusters Score -254988.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -254990.140625 Penalty: 2598.912598
	Iteration 25Q: 3 clusters Score -254990.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -254990.390625 Penalty: 2598.912598
	Iteration 26Q: 3 clusters Score -254990.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -254991.015625 Penalty: 2598.912598
	Iteration 27Q: 3 clusters Score -254991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -254991.734375 Penalty: 2598.912598
	Iteration 28Q: 3 clusters Score -254991.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -254992.203125 Penalty: 2598.912598
	Iteration 29Q: 3 clusters Score -254992.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -254994.093750 Penalty: 2598.912598
	Iteration 30Q: 3 clusters Score -254994.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -254993.859375 Penalty: 2598.912598
	Iteration 31Q: 3 clusters Score -254993.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -254994.156250 Penalty: 2598.912598
	Iteration 32Q: 3 clusters Score -254994.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -254994.156250 Penalty: 2598.912598
	Iteration 33F: 3 clusters Score -254994.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130711.375000 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130711.4 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 833 members 
Entering Unmasked Estep 
Score: -128861.945312 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128861.9 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -129264.046875 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129264 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -129406.656250 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129406.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129547.804688 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129547.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -129681.015625 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129805.507812 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129805.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -129895.195312 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129895.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -129998.312500 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129998.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -130072.648438 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -130072.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130138.421875 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -130138.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130215.187500 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -130215.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -130303.664062 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -130303.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130370.406250 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -130370.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -130442.859375 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -130442.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -130492.984375 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -130493 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -130514.851562 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -130514.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130524.148438 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130527.960938 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130528.734375 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -130529.109375 Penalty: 2401.809082
	Iteration 19F: 3 clusters Score -130529.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -130530.703125 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130530.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -130531.320312 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -130531.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130531.554688 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -130531.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -130531.554688 Penalty: 2401.809082
	Iteration 23F: 3 clusters Score -130531.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -23442.214844 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -23442.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -22565.332031 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -22565.33 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22686.458984 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -22686.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -22722.238281 Penalty: 1890.561035
	Iteration 2Q: 3 clusters Score -22722.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -22729.814453 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -22729.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22732.755859 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -22732.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22732.755859 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -22732.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Entering Unmasked Estep 
Score: -724690.437500 Penalty: 1467.727661
	Iteration 0F: 2 clusters Score -724690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -718597.250000 Penalty: 2935.455322
	Iteration 0F: 3 clusters Score -718597.2 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -720652.562500 Penalty: 2935.455322
	Iteration 1F: 3 clusters Score -720652.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -721079.937500 Penalty: 2935.455322
	Iteration 2F: 3 clusters Score -721079.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -721546.562500 Penalty: 2935.455322
	Iteration 3F: 3 clusters Score -721546.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -722010.562500 Penalty: 2935.455322
	Iteration 4F: 3 clusters Score -722010.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -722437.500000 Penalty: 2935.455322
	Iteration 5F: 3 clusters Score -722437.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -722768.937500 Penalty: 2935.455322
	Iteration 6F: 3 clusters Score -722768.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -722990.437500 Penalty: 2935.455322
	Iteration 7Q: 3 clusters Score -722990.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -723140.125000 Penalty: 2935.455322
	Iteration 8Q: 3 clusters Score -723140.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -723247.500000 Penalty: 2935.455322
	Iteration 9Q: 3 clusters Score -723247.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -723316.125000 Penalty: 2935.455322
	Iteration 10Q: 3 clusters Score -723316.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -723373.375000 Penalty: 2935.455322
	Iteration 11Q: 3 clusters Score -723373.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -723413.250000 Penalty: 2935.455322
	Iteration 12Q: 3 clusters Score -723413.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -723448.937500 Penalty: 2935.455322
	Iteration 13Q: 3 clusters Score -723448.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -723469.875000 Penalty: 2935.455322
	Iteration 14Q: 3 clusters Score -723469.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -723486.812500 Penalty: 2935.455322
	Iteration 15Q: 3 clusters Score -723486.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -723498.562500 Penalty: 2935.455322
	Iteration 16Q: 3 clusters Score -723498.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -723510.437500 Penalty: 2935.455322
	Iteration 17Q: 3 clusters Score -723510.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -723526.500000 Penalty: 2935.455322
	Iteration 18Q: 3 clusters Score -723526.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -723536.437500 Penalty: 2935.455322
	Iteration 19Q: 3 clusters Score -723536.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -723550.375000 Penalty: 2935.455322
	Iteration 20F: 3 clusters Score -723550.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -723559.625000 Penalty: 2935.455322
	Iteration 21Q: 3 clusters Score -723559.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -723570.625000 Penalty: 2935.455322
	Iteration 22Q: 3 clusters Score -723570.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -723576.000000 Penalty: 2935.455322
	Iteration 23Q: 3 clusters Score -723576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -723581.687500 Penalty: 2935.455322
	Iteration 24Q: 3 clusters Score -723581.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -723584.625000 Penalty: 2935.455322
	Iteration 25Q: 3 clusters Score -723584.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -723586.312500 Penalty: 2935.455322
	Iteration 26Q: 3 clusters Score -723586.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -723589.000000 Penalty: 2935.455322
	Iteration 27Q: 3 clusters Score -723589 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -723590.375000 Penalty: 2935.455322
	Iteration 28Q: 3 clusters Score -723590.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -723591.562500 Penalty: 2935.455322
	Iteration 29Q: 3 clusters Score -723591.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -723592.562500 Penalty: 2935.455322
	Iteration 30Q: 3 clusters Score -723592.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -723592.562500 Penalty: 2935.455322
	Iteration 31F: 3 clusters Score -723592.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22217 members 
Entering Unmasked Estep 
Score: -1934314.875000 Penalty: 1626.399536
	Iteration 0F: 2 clusters Score -1934315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1919111.250000 Penalty: 3252.799072
	Iteration 0F: 3 clusters Score -1919111 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1924655.750000 Penalty: 3252.799072
	Iteration 1F: 3 clusters Score -1924656 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1925039.750000 Penalty: 3252.799072
	Iteration 2F: 3 clusters Score -1925040 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1925431.125000 Penalty: 3252.799072
	Iteration 3Q: 3 clusters Score -1925431 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1925912.375000 Penalty: 3252.799072
	Iteration 4Q: 3 clusters Score -1925912 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -1926510.375000 Penalty: 3252.799072
	Iteration 5F: 3 clusters Score -1926510 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -1927215.000000 Penalty: 3252.799072
	Iteration 6F: 3 clusters Score -1927215 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1928021.250000 Penalty: 3252.799072
	Iteration 7F: 3 clusters Score -1928021 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -1928868.875000 Penalty: 3252.799072
	Iteration 8F: 3 clusters Score -1928869 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1929739.125000 Penalty: 3252.799072
	Iteration 9F: 3 clusters Score -1929739 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1930459.125000 Penalty: 3252.799072
	Iteration 10F: 3 clusters Score -1930459 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1930941.875000 Penalty: 3252.799072
	Iteration 11Q: 3 clusters Score -1930942 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1931243.750000 Penalty: 3252.799072
	Iteration 12Q: 3 clusters Score -1931244 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -1931453.750000 Penalty: 3252.799072
	Iteration 13Q: 3 clusters Score -1931454 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1931590.750000 Penalty: 3252.799072
	Iteration 14Q: 3 clusters Score -1931591 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1931703.000000 Penalty: 3252.799072
	Iteration 15Q: 3 clusters Score -1931703 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -1931791.875000 Penalty: 3252.799072
	Iteration 16Q: 3 clusters Score -1931792 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1931888.875000 Penalty: 3252.799072
	Iteration 17Q: 3 clusters Score -1931889 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -1931974.625000 Penalty: 3252.799072
	Iteration 18Q: 3 clusters Score -1931975 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1932059.375000 Penalty: 3252.799072
	Iteration 19Q: 3 clusters Score -1932059 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1932130.000000 Penalty: 3252.799072
	Iteration 20F: 3 clusters Score -1932130 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1932200.500000 Penalty: 3252.799072
	Iteration 21Q: 3 clusters Score -1932200 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -1932273.375000 Penalty: 3252.799072
	Iteration 22Q: 3 clusters Score -1932273 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1932353.750000 Penalty: 3252.799072
	Iteration 23Q: 3 clusters Score -1932354 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1932453.750000 Penalty: 3252.799072
	Iteration 24Q: 3 clusters Score -1932454 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -1932533.125000 Penalty: 3252.799072
	Iteration 25Q: 3 clusters Score -1932533 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -1932599.625000 Penalty: 3252.799072
	Iteration 26Q: 3 clusters Score -1932600 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -1932672.500000 Penalty: 3252.799072
	Iteration 27Q: 3 clusters Score -1932672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1932731.500000 Penalty: 3252.799072
	Iteration 28Q: 3 clusters Score -1932732 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -1932784.375000 Penalty: 3252.799072
	Iteration 29Q: 3 clusters Score -1932784 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -1932836.750000 Penalty: 3252.799072
	Iteration 30Q: 3 clusters Score -1932837 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -1932894.375000 Penalty: 3252.799072
	Iteration 31Q: 3 clusters Score -1932894 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -1932942.375000 Penalty: 3252.799072
	Iteration 32Q: 3 clusters Score -1932942 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -1932987.875000 Penalty: 3252.799072
	Iteration 33Q: 3 clusters Score -1932988 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -1933038.500000 Penalty: 3252.799072
	Iteration 34Q: 3 clusters Score -1933038 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1933072.250000 Penalty: 3252.799072
	Iteration 35Q: 3 clusters Score -1933072 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -1933108.875000 Penalty: 3252.799072
	Iteration 36Q: 3 clusters Score -1933109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -1933135.500000 Penalty: 3252.799072
	Iteration 37Q: 3 clusters Score -1933136 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -1933167.625000 Penalty: 3252.799072
	Iteration 38Q: 3 clusters Score -1933168 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -1933202.500000 Penalty: 3252.799072
	Iteration 39Q: 3 clusters Score -1933202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -1933227.625000 Penalty: 3252.799072
	Iteration 40F: 3 clusters Score -1933228 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -1933250.250000 Penalty: 3252.799072
	Iteration 41Q: 3 clusters Score -1933250 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -1933270.125000 Penalty: 3252.799072
	Iteration 42Q: 3 clusters Score -1933270 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1933279.500000 Penalty: 3252.799072
	Iteration 43Q: 3 clusters Score -1933280 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1933275.875000 Penalty: 3252.799072
	Iteration 44Q: 3 clusters Score -1933276 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -1933282.250000 Penalty: 3252.799072
	Iteration 45Q: 3 clusters Score -1933282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -1933286.875000 Penalty: 3252.799072
	Iteration 46Q: 3 clusters Score -1933287 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -1933294.625000 Penalty: 3252.799072
	Iteration 47Q: 3 clusters Score -1933295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1933302.125000 Penalty: 3252.799072
	Iteration 48Q: 3 clusters Score -1933302 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -1933306.375000 Penalty: 3252.799072
	Iteration 49Q: 3 clusters Score -1933306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1933316.500000 Penalty: 3252.799072
	Iteration 50Q: 3 clusters Score -1933316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -1933319.125000 Penalty: 3252.799072
	Iteration 51Q: 3 clusters Score -1933319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -1933319.125000 Penalty: 3252.799072
	Iteration 52Q: 3 clusters Score -1933319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -1933320.625000 Penalty: 3252.799072
	Iteration 53Q: 3 clusters Score -1933321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -1933318.500000 Penalty: 3252.799072
	Iteration 54Q: 3 clusters Score -1933318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -1933319.250000 Penalty: 3252.799072
	Iteration 55Q: 3 clusters Score -1933319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -1933321.750000 Penalty: 3252.799072
	Iteration 56Q: 3 clusters Score -1933322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -1933323.250000 Penalty: 3252.799072
	Iteration 57Q: 3 clusters Score -1933323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -1933320.125000 Penalty: 3252.799072
	Iteration 58Q: 3 clusters Score -1933320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -1933324.750000 Penalty: 3252.799072
	Iteration 59Q: 3 clusters Score -1933325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -1933324.500000 Penalty: 3252.799072
	Iteration 60F: 3 clusters Score -1933324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -1933323.750000 Penalty: 3252.799072
	Iteration 61Q: 3 clusters Score -1933324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -1933323.250000 Penalty: 3252.799072
	Iteration 62Q: 3 clusters Score -1933323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -1933322.000000 Penalty: 3252.799072
	Iteration 63Q: 3 clusters Score -1933322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -1933324.125000 Penalty: 3252.799072
	Iteration 64Q: 3 clusters Score -1933324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -1933324.375000 Penalty: 3252.799072
	Iteration 65Q: 3 clusters Score -1933324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -1933323.750000 Penalty: 3252.799072
	Iteration 66Q: 3 clusters Score -1933324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1933322.750000 Penalty: 3252.799072
	Iteration 67Q: 3 clusters Score -1933323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -1933322.750000 Penalty: 3252.799072
	Iteration 68F: 3 clusters Score -1933323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Entering Unmasked Estep 
Score: -652483.500000 Penalty: 1447.904419
	Iteration 0F: 2 clusters Score -652483.5 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 3641 members 
Entering Unmasked Estep 
Score: -646996.500000 Penalty: 2895.808838
	Iteration 0F: 3 clusters Score -646996.5 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -648693.062500 Penalty: 2895.808838
	Iteration 1F: 3 clusters Score -648693.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -649018.312500 Penalty: 2895.808838
	Iteration 2F: 3 clusters Score -649018.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -649296.000000 Penalty: 2895.808838
	Iteration 3F: 3 clusters Score -649296 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -649556.625000 Penalty: 2895.808838
	Iteration 4F: 3 clusters Score -649556.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -649787.437500 Penalty: 2895.808838
	Iteration 5Q: 3 clusters Score -649787.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -650031.750000 Penalty: 2895.808838
	Iteration 6Q: 3 clusters Score -650031.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -650390.687500 Penalty: 2895.808838
	Iteration 7F: 3 clusters Score -650390.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -650898.625000 Penalty: 2895.808838
	Iteration 8F: 3 clusters Score -650898.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -651490.875000 Penalty: 2895.808838
	Iteration 9F: 3 clusters Score -651490.9 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -652036.562500 Penalty: 2895.808838
	Iteration 10F: 3 clusters Score -652036.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -652436.000000 Penalty: 2895.808838
	Iteration 11F: 3 clusters Score -652436 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -652769.375000 Penalty: 2895.808838
	Iteration 12Q: 3 clusters Score -652769.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -653008.500000 Penalty: 2895.808838
	Iteration 13Q: 3 clusters Score -653008.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -653186.312500 Penalty: 2895.808838
	Iteration 14Q: 3 clusters Score -653186.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -653277.187500 Penalty: 2895.808838
	Iteration 15Q: 3 clusters Score -653277.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -653331.000000 Penalty: 2895.808838
	Iteration 16Q: 3 clusters Score -653331 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -653356.937500 Penalty: 2895.808838
	Iteration 17Q: 3 clusters Score -653356.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -653368.250000 Penalty: 2895.808838
	Iteration 18Q: 3 clusters Score -653368.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -653371.875000 Penalty: 2895.808838
	Iteration 19Q: 3 clusters Score -653371.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -653374.500000 Penalty: 2895.808838
	Iteration 20F: 3 clusters Score -653374.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -653376.437500 Penalty: 2895.808838
	Iteration 21Q: 3 clusters Score -653376.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -653377.500000 Penalty: 2895.808838
	Iteration 22Q: 3 clusters Score -653377.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -653378.312500 Penalty: 2895.808838
	Iteration 23Q: 3 clusters Score -653378.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -653379.750000 Penalty: 2895.808838
	Iteration 24Q: 3 clusters Score -653379.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -653382.375000 Penalty: 2895.808838
	Iteration 25Q: 3 clusters Score -653382.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -653384.375000 Penalty: 2895.808838
	Iteration 26Q: 3 clusters Score -653384.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -653386.062500 Penalty: 2895.808838
	Iteration 27Q: 3 clusters Score -653386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -653387.437500 Penalty: 2895.808838
	Iteration 28Q: 3 clusters Score -653387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -653387.437500 Penalty: 2895.808838
	Iteration 29Q: 3 clusters Score -653387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -653386.937500 Penalty: 2895.808838
	Iteration 30Q: 3 clusters Score -653386.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -653387.062500 Penalty: 2895.808838
	Iteration 31Q: 3 clusters Score -653387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -653387.062500 Penalty: 2895.808838
	Iteration 32F: 3 clusters Score -653387.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2669 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 4738 members 
Entering Unmasked Estep 
Score: -40890408.000000 Penalty: 91491.585938
Splitting cluster 30 changes total score from -40890148.000000 to -40890408.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 31 (1295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Entering Unmasked Estep 
Score: -106300.632812 Penalty: 1164.518188
	Iteration 0F: 2 clusters Score -106300.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -104649.648438 Penalty: 2329.036377
	Iteration 0F: 3 clusters Score -104649.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -104982.187500 Penalty: 2329.036377
	Iteration 1F: 3 clusters Score -104982.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -105075.039062 Penalty: 2329.036377
	Iteration 2F: 3 clusters Score -105075 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -105136.265625 Penalty: 2329.036377
	Iteration 3F: 3 clusters Score -105136.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -105168.851562 Penalty: 2329.036377
	Iteration 4Q: 3 clusters Score -105168.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105193.656250 Penalty: 2329.036377
	Iteration 5Q: 3 clusters Score -105193.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105210.585938 Penalty: 2329.036377
	Iteration 6Q: 3 clusters Score -105210.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -105235.234375 Penalty: 2329.036377
	Iteration 7Q: 3 clusters Score -105235.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -105255.234375 Penalty: 2329.036377
	Iteration 8Q: 3 clusters Score -105255.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -105268.898438 Penalty: 2329.036377
	Iteration 9Q: 3 clusters Score -105268.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105279.000000 Penalty: 2329.036377
	Iteration 10Q: 3 clusters Score -105279 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -105283.500000 Penalty: 2329.036377
	Iteration 11Q: 3 clusters Score -105283.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -105292.140625 Penalty: 2329.036377
	Iteration 12Q: 3 clusters Score -105292.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105297.234375 Penalty: 2329.036377
	Iteration 13Q: 3 clusters Score -105297.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -105301.468750 Penalty: 2329.036377
	Iteration 14Q: 3 clusters Score -105301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -105305.148438 Penalty: 2329.036377
	Iteration 15Q: 3 clusters Score -105305.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105308.218750 Penalty: 2329.036377
	Iteration 16Q: 3 clusters Score -105308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105308.218750 Penalty: 2329.036377
	Iteration 17F: 3 clusters Score -105308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Entering Unmasked Estep 
Score: -1023317.250000 Penalty: 1520.910522
	Iteration 0F: 2 clusters Score -1023317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1015048.562500 Penalty: 3041.821045
	Iteration 0F: 3 clusters Score -1015049 nChanged 5077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1018005.437500 Penalty: 3041.821045
	Iteration 1F: 3 clusters Score -1018005 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1018495.000000 Penalty: 3041.821045
	Iteration 2F: 3 clusters Score -1018495 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1019068.500000 Penalty: 3041.821045
	Iteration 3F: 3 clusters Score -1019068 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1019704.500000 Penalty: 3041.821045
	Iteration 4F: 3 clusters Score -1019704 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1020243.312500 Penalty: 3041.821045
	Iteration 5F: 3 clusters Score -1020243 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1020711.812500 Penalty: 3041.821045
	Iteration 6F: 3 clusters Score -1020712 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -1021097.875000 Penalty: 3041.821045
	Iteration 7Q: 3 clusters Score -1021098 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1021433.000000 Penalty: 3041.821045
	Iteration 8Q: 3 clusters Score -1021433 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1021686.562500 Penalty: 3041.821045
	Iteration 9Q: 3 clusters Score -1021687 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -1021867.375000 Penalty: 3041.821045
	Iteration 10Q: 3 clusters Score -1021867 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1021982.000000 Penalty: 3041.821045
	Iteration 11Q: 3 clusters Score -1021982 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1022048.312500 Penalty: 3041.821045
	Iteration 12Q: 3 clusters Score -1022048 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1022101.437500 Penalty: 3041.821045
	Iteration 13Q: 3 clusters Score -1022101 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -1022156.500000 Penalty: 3041.821045
	Iteration 14Q: 3 clusters Score -1022156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1022204.062500 Penalty: 3041.821045
	Iteration 15Q: 3 clusters Score -1022204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1022242.812500 Penalty: 3041.821045
	Iteration 16Q: 3 clusters Score -1022243 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1022275.437500 Penalty: 3041.821045
	Iteration 17Q: 3 clusters Score -1022275 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1022312.125000 Penalty: 3041.821045
	Iteration 18Q: 3 clusters Score -1022312 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1022337.375000 Penalty: 3041.821045
	Iteration 19Q: 3 clusters Score -1022337 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1022357.062500 Penalty: 3041.821045
	Iteration 20F: 3 clusters Score -1022357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1022370.500000 Penalty: 3041.821045
	Iteration 21Q: 3 clusters Score -1022370 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1022389.937500 Penalty: 3041.821045
	Iteration 22Q: 3 clusters Score -1022390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -1022404.687500 Penalty: 3041.821045
	Iteration 23Q: 3 clusters Score -1022405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1022409.125000 Penalty: 3041.821045
	Iteration 24Q: 3 clusters Score -1022409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1022414.937500 Penalty: 3041.821045
	Iteration 25Q: 3 clusters Score -1022415 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1022418.687500 Penalty: 3041.821045
	Iteration 26Q: 3 clusters Score -1022419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1022421.187500 Penalty: 3041.821045
	Iteration 27Q: 3 clusters Score -1022421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1022422.312500 Penalty: 3041.821045
	Iteration 28Q: 3 clusters Score -1022422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1022423.625000 Penalty: 3041.821045
	Iteration 29Q: 3 clusters Score -1022424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1022424.562500 Penalty: 3041.821045
	Iteration 30Q: 3 clusters Score -1022425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1022424.687500 Penalty: 3041.821045
	Iteration 31Q: 3 clusters Score -1022425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1022427.437500 Penalty: 3041.821045
	Iteration 32Q: 3 clusters Score -1022427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1022426.875000 Penalty: 3041.821045
	Iteration 33Q: 3 clusters Score -1022427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1022427.187500 Penalty: 3041.821045
	Iteration 34Q: 3 clusters Score -1022427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1022426.375000 Penalty: 3041.821045
	Iteration 35Q: 3 clusters Score -1022426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1022425.937500 Penalty: 3041.821045
	Iteration 36Q: 3 clusters Score -1022426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1022428.562500 Penalty: 3041.821045
	Iteration 37Q: 3 clusters Score -1022429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1022427.250000 Penalty: 3041.821045
	Iteration 38Q: 3 clusters Score -1022427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1022427.375000 Penalty: 3041.821045
	Iteration 39Q: 3 clusters Score -1022427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1022427.375000 Penalty: 3041.821045
	Iteration 40F: 3 clusters Score -1022427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Entering Unmasked Estep 
Score: -114005.023438 Penalty: 1174.022461
	Iteration 0F: 2 clusters Score -114005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -112300.203125 Penalty: 2348.044922
	Iteration 0F: 3 clusters Score -112300.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -112666.625000 Penalty: 2348.044922
	Iteration 1F: 3 clusters Score -112666.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -112743.929688 Penalty: 2348.044922
	Iteration 2F: 3 clusters Score -112743.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112788.726562 Penalty: 2348.044922
	Iteration 3Q: 3 clusters Score -112788.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112824.929688 Penalty: 2348.044922
	Iteration 4Q: 3 clusters Score -112824.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112853.296875 Penalty: 2348.044922
	Iteration 5Q: 3 clusters Score -112853.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112873.148438 Penalty: 2348.044922
	Iteration 6Q: 3 clusters Score -112873.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112881.109375 Penalty: 2348.044922
	Iteration 7Q: 3 clusters Score -112881.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112887.281250 Penalty: 2348.044922
	Iteration 8Q: 3 clusters Score -112887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -112891.960938 Penalty: 2348.044922
	Iteration 9Q: 3 clusters Score -112892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112893.265625 Penalty: 2348.044922
	Iteration 10Q: 3 clusters Score -112893.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112896.937500 Penalty: 2348.044922
	Iteration 11Q: 3 clusters Score -112896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112901.218750 Penalty: 2348.044922
	Iteration 12Q: 3 clusters Score -112901.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -112905.187500 Penalty: 2348.044922
	Iteration 13Q: 3 clusters Score -112905.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112906.929688 Penalty: 2348.044922
	Iteration 14Q: 3 clusters Score -112906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -112906.929688 Penalty: 2348.044922
	Iteration 15F: 3 clusters Score -112906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -120302.812500 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -120302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -118550.179688 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -118550.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -118926.648438 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -118926.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -119081.421875 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -119081.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -119240.609375 Penalty: 2367.566895
	Iteration 3F: 3 clusters Score -119240.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -119398.976562 Penalty: 2367.566895
	Iteration 4F: 3 clusters Score -119399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -119542.187500 Penalty: 2367.566895
	Iteration 5F: 3 clusters Score -119542.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -119695.601562 Penalty: 2367.566895
	Iteration 6F: 3 clusters Score -119695.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -119856.898438 Penalty: 2367.566895
	Iteration 7F: 3 clusters Score -119856.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -119989.710938 Penalty: 2367.566895
	Iteration 8Q: 3 clusters Score -119989.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120111.046875 Penalty: 2367.566895
	Iteration 9Q: 3 clusters Score -120111 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -120264.601562 Penalty: 2367.566895
	Iteration 10Q: 3 clusters Score -120264.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -120466.085938 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -120466.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -120640.054688 Penalty: 2367.566895
	Iteration 12Q: 3 clusters Score -120640.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -120783.906250 Penalty: 2367.566895
	Iteration 13Q: 3 clusters Score -120783.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -120829.671875 Penalty: 2367.566895
	Iteration 14Q: 3 clusters Score -120829.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -120834.609375 Penalty: 2367.566895
	Iteration 15Q: 3 clusters Score -120834.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -120836.273438 Penalty: 2367.566895
	Iteration 16Q: 3 clusters Score -120836.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120841.460938 Penalty: 2367.566895
	Iteration 17Q: 3 clusters Score -120841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120841.460938 Penalty: 2367.566895
	Iteration 18F: 3 clusters Score -120841.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2669 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 581 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 4738 members 
Mstep: Class 44 contains 877 members 
Entering Unmasked Estep 
Score: -40890024.000000 Penalty: 93619.296875
Splitting cluster 34 changes total score from -40890148.000000 to -40890024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -209803.375000 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -209803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -207474.468750 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -207474.5 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -208047.546875 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -208047.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -208216.875000 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -208216.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208327.296875 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -208327.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -208408.484375 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -208408.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -208480.484375 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -208480.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -208532.765625 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -208532.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -208565.234375 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -208565.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -208593.296875 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -208593.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -208618.250000 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -208618.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -208646.890625 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -208646.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -208673.968750 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -208674 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -208700.828125 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -208700.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -208725.593750 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -208725.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208749.500000 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -208749.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -208761.328125 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -208761.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -208769.109375 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -208769.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -208774.468750 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -208774.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -208781.031250 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -208781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -208784.078125 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -208784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208785.875000 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -208785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -208787.109375 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -208787.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -208788.031250 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -208788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -208788.859375 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -208788.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -208790.359375 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -208790.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208792.062500 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -208792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -208793.531250 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -208793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -208793.781250 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -208793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208795.640625 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -208795.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208798.515625 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -208798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -208800.703125 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -208800.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208802.890625 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -208802.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -208805.359375 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -208805.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -208807.015625 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -208807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -208808.421875 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -208808.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -208810.484375 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -208810.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208812.031250 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -208812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208813.406250 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -208813.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -208814.156250 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -208814.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -208814.656250 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -208814.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -208814.812500 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -208814.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208815.062500 Penalty: 2528.734131
	Iteration 41Q: 3 clusters Score -208815.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -208815.062500 Penalty: 2528.734131
	Iteration 42F: 3 clusters Score -208815.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -106101.664062 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -106101.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -104468.265625 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -104468.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104849.796875 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -104849.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105058.078125 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -105058.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105242.148438 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -105242.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -105349.593750 Penalty: 2331.038086
	Iteration 4F: 3 clusters Score -105349.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -105404.296875 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -105404.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105447.679688 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -105447.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105472.351562 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -105472.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -105496.000000 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -105496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -105511.656250 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -105511.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -105523.882812 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -105523.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105530.367188 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -105530.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -105546.070312 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -105546.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -105566.679688 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -105566.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -105578.992188 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -105579 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -105597.664062 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -105597.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -105614.179688 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -105614.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -105632.617188 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -105632.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105656.507812 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -105656.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105680.062500 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -105680.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -105712.734375 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -105712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -105742.437500 Penalty: 2331.038086
	Iteration 21Q: 3 clusters Score -105742.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -105781.164062 Penalty: 2331.038086
	Iteration 22Q: 3 clusters Score -105781.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105819.960938 Penalty: 2331.038086
	Iteration 23Q: 3 clusters Score -105820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105850.929688 Penalty: 2331.038086
	Iteration 24Q: 3 clusters Score -105850.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105884.179688 Penalty: 2331.038086
	Iteration 25Q: 3 clusters Score -105884.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -105907.234375 Penalty: 2331.038086
	Iteration 26Q: 3 clusters Score -105907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105928.445312 Penalty: 2331.038086
	Iteration 27Q: 3 clusters Score -105928.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -105950.632812 Penalty: 2331.038086
	Iteration 28Q: 3 clusters Score -105950.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105967.781250 Penalty: 2331.038086
	Iteration 29Q: 3 clusters Score -105967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105991.710938 Penalty: 2331.038086
	Iteration 30Q: 3 clusters Score -105991.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -106015.390625 Penalty: 2331.038086
	Iteration 31Q: 3 clusters Score -106015.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -106064.398438 Penalty: 2331.038086
	Iteration 32Q: 3 clusters Score -106064.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -106116.781250 Penalty: 2331.038086
	Iteration 33Q: 3 clusters Score -106116.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -106152.609375 Penalty: 2331.038086
	Iteration 34Q: 3 clusters Score -106152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -106164.976562 Penalty: 2331.038086
	Iteration 35Q: 3 clusters Score -106165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -106180.453125 Penalty: 2331.038086
	Iteration 36Q: 3 clusters Score -106180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -106183.945312 Penalty: 2331.038086
	Iteration 37Q: 3 clusters Score -106183.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -106185.312500 Penalty: 2331.038086
	Iteration 38Q: 3 clusters Score -106185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -106185.312500 Penalty: 2331.038086
	Iteration 39F: 3 clusters Score -106185.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2669 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 964 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 4738 members 
Mstep: Class 44 contains 339 members 
Entering Unmasked Estep 
Score: -40889536.000000 Penalty: 93619.296875
Splitting cluster 36 changes total score from -40890148.000000 to -40889536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (12189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Entering Unmasked Estep 
Score: -1067482.125000 Penalty: 1528.846924
	Iteration 0F: 2 clusters Score -1067482 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 6065 members 
Entering Unmasked Estep 
Score: -1058949.625000 Penalty: 3057.693848
	Iteration 0F: 3 clusters Score -1058950 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1061861.375000 Penalty: 3057.693848
	Iteration 1F: 3 clusters Score -1061861 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1062192.250000 Penalty: 3057.693848
	Iteration 2F: 3 clusters Score -1062192 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1062466.000000 Penalty: 3057.693848
	Iteration 3F: 3 clusters Score -1062466 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1062723.750000 Penalty: 3057.693848
	Iteration 4Q: 3 clusters Score -1062724 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1062962.250000 Penalty: 3057.693848
	Iteration 5Q: 3 clusters Score -1062962 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1063184.500000 Penalty: 3057.693848
	Iteration 6Q: 3 clusters Score -1063184 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1063370.375000 Penalty: 3057.693848
	Iteration 7Q: 3 clusters Score -1063370 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1063560.500000 Penalty: 3057.693848
	Iteration 8Q: 3 clusters Score -1063560 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1063753.000000 Penalty: 3057.693848
	Iteration 9Q: 3 clusters Score -1063753 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1063962.000000 Penalty: 3057.693848
	Iteration 10Q: 3 clusters Score -1063962 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -1064230.000000 Penalty: 3057.693848
	Iteration 11Q: 3 clusters Score -1064230 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1064561.125000 Penalty: 3057.693848
	Iteration 12Q: 3 clusters Score -1064561 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1064888.500000 Penalty: 3057.693848
	Iteration 13Q: 3 clusters Score -1064888 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1065153.625000 Penalty: 3057.693848
	Iteration 14Q: 3 clusters Score -1065154 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1065356.375000 Penalty: 3057.693848
	Iteration 15Q: 3 clusters Score -1065356 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1065479.750000 Penalty: 3057.693848
	Iteration 16Q: 3 clusters Score -1065480 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1065557.125000 Penalty: 3057.693848
	Iteration 17Q: 3 clusters Score -1065557 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1065603.750000 Penalty: 3057.693848
	Iteration 18Q: 3 clusters Score -1065604 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1065641.875000 Penalty: 3057.693848
	Iteration 19Q: 3 clusters Score -1065642 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1065683.875000 Penalty: 3057.693848
	Iteration 20F: 3 clusters Score -1065684 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1065709.500000 Penalty: 3057.693848
	Iteration 21Q: 3 clusters Score -1065710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1065730.250000 Penalty: 3057.693848
	Iteration 22Q: 3 clusters Score -1065730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1065742.875000 Penalty: 3057.693848
	Iteration 23Q: 3 clusters Score -1065743 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -1065757.000000 Penalty: 3057.693848
	Iteration 24Q: 3 clusters Score -1065757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1065773.750000 Penalty: 3057.693848
	Iteration 25Q: 3 clusters Score -1065774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1065784.875000 Penalty: 3057.693848
	Iteration 26Q: 3 clusters Score -1065785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1065796.250000 Penalty: 3057.693848
	Iteration 27Q: 3 clusters Score -1065796 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1065802.250000 Penalty: 3057.693848
	Iteration 28Q: 3 clusters Score -1065802 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1065809.625000 Penalty: 3057.693848
	Iteration 29Q: 3 clusters Score -1065810 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1065816.125000 Penalty: 3057.693848
	Iteration 30Q: 3 clusters Score -1065816 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1065821.125000 Penalty: 3057.693848
	Iteration 31Q: 3 clusters Score -1065821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1065826.875000 Penalty: 3057.693848
	Iteration 32Q: 3 clusters Score -1065827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1065829.125000 Penalty: 3057.693848
	Iteration 33Q: 3 clusters Score -1065829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1065836.250000 Penalty: 3057.693848
	Iteration 34Q: 3 clusters Score -1065836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1065846.250000 Penalty: 3057.693848
	Iteration 35Q: 3 clusters Score -1065846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1065846.750000 Penalty: 3057.693848
	Iteration 36Q: 3 clusters Score -1065847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1065854.375000 Penalty: 3057.693848
	Iteration 37Q: 3 clusters Score -1065854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1065860.625000 Penalty: 3057.693848
	Iteration 38Q: 3 clusters Score -1065861 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1065868.250000 Penalty: 3057.693848
	Iteration 39Q: 3 clusters Score -1065868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1065875.625000 Penalty: 3057.693848
	Iteration 40F: 3 clusters Score -1065876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1065879.500000 Penalty: 3057.693848
	Iteration 41Q: 3 clusters Score -1065880 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1065885.875000 Penalty: 3057.693848
	Iteration 42Q: 3 clusters Score -1065886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -1065888.750000 Penalty: 3057.693848
	Iteration 43Q: 3 clusters Score -1065889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1065894.750000 Penalty: 3057.693848
	Iteration 44Q: 3 clusters Score -1065895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -1065898.250000 Penalty: 3057.693848
	Iteration 45Q: 3 clusters Score -1065898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1065904.625000 Penalty: 3057.693848
	Iteration 46Q: 3 clusters Score -1065905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1065910.500000 Penalty: 3057.693848
	Iteration 47Q: 3 clusters Score -1065910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1065916.000000 Penalty: 3057.693848
	Iteration 48Q: 3 clusters Score -1065916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1065921.000000 Penalty: 3057.693848
	Iteration 49Q: 3 clusters Score -1065921 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1065921.500000 Penalty: 3057.693848
	Iteration 50Q: 3 clusters Score -1065922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1065922.875000 Penalty: 3057.693848
	Iteration 51Q: 3 clusters Score -1065923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1065927.125000 Penalty: 3057.693848
	Iteration 52Q: 3 clusters Score -1065927 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1065932.750000 Penalty: 3057.693848
	Iteration 53Q: 3 clusters Score -1065933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1065931.625000 Penalty: 3057.693848
	Iteration 54Q: 3 clusters Score -1065932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1065933.500000 Penalty: 3057.693848
	Iteration 55Q: 3 clusters Score -1065934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1065939.750000 Penalty: 3057.693848
	Iteration 56Q: 3 clusters Score -1065940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1065946.000000 Penalty: 3057.693848
	Iteration 57Q: 3 clusters Score -1065946 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -1065951.250000 Penalty: 3057.693848
	Iteration 58Q: 3 clusters Score -1065951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1065955.125000 Penalty: 3057.693848
	Iteration 59Q: 3 clusters Score -1065955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1065957.000000 Penalty: 3057.693848
	Iteration 60F: 3 clusters Score -1065957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1065959.375000 Penalty: 3057.693848
	Iteration 61Q: 3 clusters Score -1065959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1065960.000000 Penalty: 3057.693848
	Iteration 62Q: 3 clusters Score -1065960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1065967.000000 Penalty: 3057.693848
	Iteration 63Q: 3 clusters Score -1065967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1065968.500000 Penalty: 3057.693848
	Iteration 64Q: 3 clusters Score -1065968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1065970.875000 Penalty: 3057.693848
	Iteration 65Q: 3 clusters Score -1065971 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1065973.875000 Penalty: 3057.693848
	Iteration 66Q: 3 clusters Score -1065974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1065978.250000 Penalty: 3057.693848
	Iteration 67Q: 3 clusters Score -1065978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1065982.625000 Penalty: 3057.693848
	Iteration 68Q: 3 clusters Score -1065983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1065982.500000 Penalty: 3057.693848
	Iteration 69Q: 3 clusters Score -1065982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1065987.250000 Penalty: 3057.693848
	Iteration 70Q: 3 clusters Score -1065987 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -1065989.875000 Penalty: 3057.693848
	Iteration 71Q: 3 clusters Score -1065990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1065994.750000 Penalty: 3057.693848
	Iteration 72Q: 3 clusters Score -1065995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1065997.375000 Penalty: 3057.693848
	Iteration 73Q: 3 clusters Score -1065997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1066000.750000 Penalty: 3057.693848
	Iteration 74Q: 3 clusters Score -1066001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -1066003.625000 Penalty: 3057.693848
	Iteration 75Q: 3 clusters Score -1066004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1066007.000000 Penalty: 3057.693848
	Iteration 76Q: 3 clusters Score -1066007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1066012.375000 Penalty: 3057.693848
	Iteration 77Q: 3 clusters Score -1066012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1066016.000000 Penalty: 3057.693848
	Iteration 78Q: 3 clusters Score -1066016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1066023.000000 Penalty: 3057.693848
	Iteration 79Q: 3 clusters Score -1066023 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1066027.125000 Penalty: 3057.693848
	Iteration 80F: 3 clusters Score -1066027 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1066032.750000 Penalty: 3057.693848
	Iteration 81Q: 3 clusters Score -1066033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1066037.375000 Penalty: 3057.693848
	Iteration 82Q: 3 clusters Score -1066037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1066044.125000 Penalty: 3057.693848
	Iteration 83Q: 3 clusters Score -1066044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -1066049.375000 Penalty: 3057.693848
	Iteration 84Q: 3 clusters Score -1066049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 10214 members 
Entering Unmasked Estep 
Score: -1066057.125000 Penalty: 3057.693848
	Iteration 85Q: 3 clusters Score -1066057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1066057.500000 Penalty: 3057.693848
	Iteration 86Q: 3 clusters Score -1066058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1066062.250000 Penalty: 3057.693848
	Iteration 87Q: 3 clusters Score -1066062 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -1066066.375000 Penalty: 3057.693848
	Iteration 88Q: 3 clusters Score -1066066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1066066.250000 Penalty: 3057.693848
	Iteration 89Q: 3 clusters Score -1066066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1066068.625000 Penalty: 3057.693848
	Iteration 90Q: 3 clusters Score -1066069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1066070.250000 Penalty: 3057.693848
	Iteration 91Q: 3 clusters Score -1066070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1066071.250000 Penalty: 3057.693848
	Iteration 92Q: 3 clusters Score -1066071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1066071.375000 Penalty: 3057.693848
	Iteration 93Q: 3 clusters Score -1066071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1066072.500000 Penalty: 3057.693848
	Iteration 94Q: 3 clusters Score -1066072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1066076.750000 Penalty: 3057.693848
	Iteration 95Q: 3 clusters Score -1066077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1066078.125000 Penalty: 3057.693848
	Iteration 96Q: 3 clusters Score -1066078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1066081.250000 Penalty: 3057.693848
	Iteration 97Q: 3 clusters Score -1066081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1066086.500000 Penalty: 3057.693848
	Iteration 98Q: 3 clusters Score -1066086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1066089.500000 Penalty: 3057.693848
	Iteration 99Q: 3 clusters Score -1066090 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1066093.750000 Penalty: 3057.693848
	Iteration 100F: 3 clusters Score -1066094 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1066098.500000 Penalty: 3057.693848
	Iteration 101Q: 3 clusters Score -1066098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1066105.125000 Penalty: 3057.693848
	Iteration 102Q: 3 clusters Score -1066105 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1066112.750000 Penalty: 3057.693848
	Iteration 103Q: 3 clusters Score -1066113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1066120.000000 Penalty: 3057.693848
	Iteration 104Q: 3 clusters Score -1066120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1066126.875000 Penalty: 3057.693848
	Iteration 105Q: 3 clusters Score -1066127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1066131.750000 Penalty: 3057.693848
	Iteration 106Q: 3 clusters Score -1066132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1066135.125000 Penalty: 3057.693848
	Iteration 107Q: 3 clusters Score -1066135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1066136.500000 Penalty: 3057.693848
	Iteration 108Q: 3 clusters Score -1066136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -1066137.250000 Penalty: 3057.693848
	Iteration 109Q: 3 clusters Score -1066137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -1066139.750000 Penalty: 3057.693848
	Iteration 110Q: 3 clusters Score -1066140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -1066141.750000 Penalty: 3057.693848
	Iteration 111Q: 3 clusters Score -1066142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1066140.500000 Penalty: 3057.693848
	Iteration 112Q: 3 clusters Score -1066140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1066142.250000 Penalty: 3057.693848
	Iteration 113Q: 3 clusters Score -1066142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1066146.375000 Penalty: 3057.693848
	Iteration 114Q: 3 clusters Score -1066146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1066146.000000 Penalty: 3057.693848
	Iteration 115Q: 3 clusters Score -1066146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1066146.375000 Penalty: 3057.693848
	Iteration 116Q: 3 clusters Score -1066146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1066145.625000 Penalty: 3057.693848
	Iteration 117Q: 3 clusters Score -1066146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1066148.500000 Penalty: 3057.693848
	Iteration 118Q: 3 clusters Score -1066148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -1066150.875000 Penalty: 3057.693848
	Iteration 119Q: 3 clusters Score -1066151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1066148.250000 Penalty: 3057.693848
	Iteration 120F: 3 clusters Score -1066148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -1066148.125000 Penalty: 3057.693848
	Iteration 121Q: 3 clusters Score -1066148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1066150.375000 Penalty: 3057.693848
	Iteration 122Q: 3 clusters Score -1066150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1066150.875000 Penalty: 3057.693848
	Iteration 123Q: 3 clusters Score -1066151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1066152.000000 Penalty: 3057.693848
	Iteration 124Q: 3 clusters Score -1066152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1066153.375000 Penalty: 3057.693848
	Iteration 125Q: 3 clusters Score -1066153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1066154.125000 Penalty: 3057.693848
	Iteration 126Q: 3 clusters Score -1066154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1066154.500000 Penalty: 3057.693848
	Iteration 127Q: 3 clusters Score -1066154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -1066155.625000 Penalty: 3057.693848
	Iteration 128Q: 3 clusters Score -1066156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1066154.875000 Penalty: 3057.693848
	Iteration 129Q: 3 clusters Score -1066155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1066154.875000 Penalty: 3057.693848
	Iteration 130F: 3 clusters Score -1066155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -276982.812500 Penalty: 1329.438599
	Iteration 0F: 2 clusters Score -276982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -273986.218750 Penalty: 2658.877197
	Iteration 0F: 3 clusters Score -273986.2 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -274923.937500 Penalty: 2658.877197
	Iteration 1F: 3 clusters Score -274923.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -275179.218750 Penalty: 2658.877197
	Iteration 2F: 3 clusters Score -275179.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -275321.343750 Penalty: 2658.877197
	Iteration 3F: 3 clusters Score -275321.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -275418.281250 Penalty: 2658.877197
	Iteration 4Q: 3 clusters Score -275418.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -275507.218750 Penalty: 2658.877197
	Iteration 5Q: 3 clusters Score -275507.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -275576.937500 Penalty: 2658.877197
	Iteration 6Q: 3 clusters Score -275576.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -275634.875000 Penalty: 2658.877197
	Iteration 7Q: 3 clusters Score -275634.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -275679.812500 Penalty: 2658.877197
	Iteration 8Q: 3 clusters Score -275679.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -275708.750000 Penalty: 2658.877197
	Iteration 9Q: 3 clusters Score -275708.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -275734.968750 Penalty: 2658.877197
	Iteration 10Q: 3 clusters Score -275735 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -275766.625000 Penalty: 2658.877197
	Iteration 11Q: 3 clusters Score -275766.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -275786.843750 Penalty: 2658.877197
	Iteration 12Q: 3 clusters Score -275786.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -275800.468750 Penalty: 2658.877197
	Iteration 13Q: 3 clusters Score -275800.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -275813.468750 Penalty: 2658.877197
	Iteration 14Q: 3 clusters Score -275813.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -275825.187500 Penalty: 2658.877197
	Iteration 15Q: 3 clusters Score -275825.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -275837.437500 Penalty: 2658.877197
	Iteration 16Q: 3 clusters Score -275837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -275850.125000 Penalty: 2658.877197
	Iteration 17Q: 3 clusters Score -275850.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275857.281250 Penalty: 2658.877197
	Iteration 18Q: 3 clusters Score -275857.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -275865.593750 Penalty: 2658.877197
	Iteration 19Q: 3 clusters Score -275865.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -275871.062500 Penalty: 2658.877197
	Iteration 20F: 3 clusters Score -275871.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -275874.281250 Penalty: 2658.877197
	Iteration 21Q: 3 clusters Score -275874.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -275878.906250 Penalty: 2658.877197
	Iteration 22Q: 3 clusters Score -275878.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -275883.500000 Penalty: 2658.877197
	Iteration 23Q: 3 clusters Score -275883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -275885.906250 Penalty: 2658.877197
	Iteration 24Q: 3 clusters Score -275885.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -275887.250000 Penalty: 2658.877197
	Iteration 25Q: 3 clusters Score -275887.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -275887.750000 Penalty: 2658.877197
	Iteration 26Q: 3 clusters Score -275887.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -275888.906250 Penalty: 2658.877197
	Iteration 27Q: 3 clusters Score -275888.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -275889.156250 Penalty: 2658.877197
	Iteration 28Q: 3 clusters Score -275889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -275890.156250 Penalty: 2658.877197
	Iteration 29Q: 3 clusters Score -275890.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -275890.843750 Penalty: 2658.877197
	Iteration 30Q: 3 clusters Score -275890.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -275890.875000 Penalty: 2658.877197
	Iteration 31Q: 3 clusters Score -275890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -275891.687500 Penalty: 2658.877197
	Iteration 32Q: 3 clusters Score -275891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -275892.093750 Penalty: 2658.877197
	Iteration 33Q: 3 clusters Score -275892.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -275893.250000 Penalty: 2658.877197
	Iteration 34Q: 3 clusters Score -275893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -275895.031250 Penalty: 2658.877197
	Iteration 35Q: 3 clusters Score -275895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -275898.562500 Penalty: 2658.877197
	Iteration 36Q: 3 clusters Score -275898.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -275902.187500 Penalty: 2658.877197
	Iteration 37Q: 3 clusters Score -275902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -275904.562500 Penalty: 2658.877197
	Iteration 38Q: 3 clusters Score -275904.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -275906.750000 Penalty: 2658.877197
	Iteration 39Q: 3 clusters Score -275906.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -275908.937500 Penalty: 2658.877197
	Iteration 40F: 3 clusters Score -275908.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -275912.500000 Penalty: 2658.877197
	Iteration 41Q: 3 clusters Score -275912.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -275915.375000 Penalty: 2658.877197
	Iteration 42Q: 3 clusters Score -275915.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -275917.500000 Penalty: 2658.877197
	Iteration 43Q: 3 clusters Score -275917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -275917.687500 Penalty: 2658.877197
	Iteration 44Q: 3 clusters Score -275917.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -275918.718750 Penalty: 2658.877197
	Iteration 45Q: 3 clusters Score -275918.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -275918.937500 Penalty: 2658.877197
	Iteration 46Q: 3 clusters Score -275918.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -275919.125000 Penalty: 2658.877197
	Iteration 47Q: 3 clusters Score -275919.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -275919.125000 Penalty: 2658.877197
	Iteration 48F: 3 clusters Score -275919.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -702104.000000 Penalty: 1462.217285
	Iteration 0F: 2 clusters Score -702104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -696138.000000 Penalty: 2924.434570
	Iteration 0F: 3 clusters Score -696138 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -697979.937500 Penalty: 2924.434570
	Iteration 1F: 3 clusters Score -697979.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -698218.687500 Penalty: 2924.434570
	Iteration 2F: 3 clusters Score -698218.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -698424.750000 Penalty: 2924.434570
	Iteration 3F: 3 clusters Score -698424.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -698645.437500 Penalty: 2924.434570
	Iteration 4F: 3 clusters Score -698645.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -698864.437500 Penalty: 2924.434570
	Iteration 5F: 3 clusters Score -698864.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -699089.562500 Penalty: 2924.434570
	Iteration 6F: 3 clusters Score -699089.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -699314.000000 Penalty: 2924.434570
	Iteration 7Q: 3 clusters Score -699314 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -699568.187500 Penalty: 2924.434570
	Iteration 8F: 3 clusters Score -699568.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -699775.250000 Penalty: 2924.434570
	Iteration 9Q: 3 clusters Score -699775.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -699927.437500 Penalty: 2924.434570
	Iteration 10Q: 3 clusters Score -699927.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -700068.500000 Penalty: 2924.434570
	Iteration 11Q: 3 clusters Score -700068.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -700221.937500 Penalty: 2924.434570
	Iteration 12Q: 3 clusters Score -700221.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -700393.875000 Penalty: 2924.434570
	Iteration 13Q: 3 clusters Score -700393.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -700543.562500 Penalty: 2924.434570
	Iteration 14Q: 3 clusters Score -700543.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -700693.125000 Penalty: 2924.434570
	Iteration 15Q: 3 clusters Score -700693.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -700801.375000 Penalty: 2924.434570
	Iteration 16Q: 3 clusters Score -700801.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -700884.750000 Penalty: 2924.434570
	Iteration 17Q: 3 clusters Score -700884.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -700932.187500 Penalty: 2924.434570
	Iteration 18Q: 3 clusters Score -700932.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -700960.875000 Penalty: 2924.434570
	Iteration 19Q: 3 clusters Score -700960.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -700992.375000 Penalty: 2924.434570
	Iteration 20F: 3 clusters Score -700992.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -701019.312500 Penalty: 2924.434570
	Iteration 21Q: 3 clusters Score -701019.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -701046.312500 Penalty: 2924.434570
	Iteration 22Q: 3 clusters Score -701046.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -701070.250000 Penalty: 2924.434570
	Iteration 23Q: 3 clusters Score -701070.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -701082.687500 Penalty: 2924.434570
	Iteration 24Q: 3 clusters Score -701082.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -701089.562500 Penalty: 2924.434570
	Iteration 25Q: 3 clusters Score -701089.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -701091.625000 Penalty: 2924.434570
	Iteration 26Q: 3 clusters Score -701091.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -701098.187500 Penalty: 2924.434570
	Iteration 27Q: 3 clusters Score -701098.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -701101.187500 Penalty: 2924.434570
	Iteration 28Q: 3 clusters Score -701101.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -701106.125000 Penalty: 2924.434570
	Iteration 29Q: 3 clusters Score -701106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -701112.062500 Penalty: 2924.434570
	Iteration 30Q: 3 clusters Score -701112.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -701118.625000 Penalty: 2924.434570
	Iteration 31Q: 3 clusters Score -701118.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -701123.000000 Penalty: 2924.434570
	Iteration 32Q: 3 clusters Score -701123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -701126.875000 Penalty: 2924.434570
	Iteration 33Q: 3 clusters Score -701126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -701127.562500 Penalty: 2924.434570
	Iteration 34Q: 3 clusters Score -701127.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -701130.312500 Penalty: 2924.434570
	Iteration 35Q: 3 clusters Score -701130.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -701132.375000 Penalty: 2924.434570
	Iteration 36Q: 3 clusters Score -701132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -701134.937500 Penalty: 2924.434570
	Iteration 37Q: 3 clusters Score -701134.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -701133.250000 Penalty: 2924.434570
	Iteration 38Q: 3 clusters Score -701133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -701134.812500 Penalty: 2924.434570
	Iteration 39Q: 3 clusters Score -701134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -701138.062500 Penalty: 2924.434570
	Iteration 40F: 3 clusters Score -701138.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -701138.500000 Penalty: 2924.434570
	Iteration 41Q: 3 clusters Score -701138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -701139.375000 Penalty: 2924.434570
	Iteration 42Q: 3 clusters Score -701139.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -701139.562500 Penalty: 2924.434570
	Iteration 43Q: 3 clusters Score -701139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -701139.562500 Penalty: 2924.434570
	Iteration 44F: 3 clusters Score -701139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -154309.000000 Penalty: 1218.296143
	Iteration 0F: 2 clusters Score -154309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -152314.890625 Penalty: 2436.592285
	Iteration 0F: 3 clusters Score -152314.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -152771.828125 Penalty: 2436.592285
	Iteration 1F: 3 clusters Score -152771.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -152871.265625 Penalty: 2436.592285
	Iteration 2F: 3 clusters Score -152871.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -152919.406250 Penalty: 2436.592285
	Iteration 3Q: 3 clusters Score -152919.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152950.625000 Penalty: 2436.592285
	Iteration 4Q: 3 clusters Score -152950.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -152976.890625 Penalty: 2436.592285
	Iteration 5Q: 3 clusters Score -152976.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152992.062500 Penalty: 2436.592285
	Iteration 6Q: 3 clusters Score -152992.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -153005.515625 Penalty: 2436.592285
	Iteration 7Q: 3 clusters Score -153005.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153016.609375 Penalty: 2436.592285
	Iteration 8Q: 3 clusters Score -153016.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -153028.015625 Penalty: 2436.592285
	Iteration 9Q: 3 clusters Score -153028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -153036.296875 Penalty: 2436.592285
	Iteration 10Q: 3 clusters Score -153036.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -153043.234375 Penalty: 2436.592285
	Iteration 11Q: 3 clusters Score -153043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -153053.718750 Penalty: 2436.592285
	Iteration 12Q: 3 clusters Score -153053.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -153066.046875 Penalty: 2436.592285
	Iteration 13Q: 3 clusters Score -153066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153076.203125 Penalty: 2436.592285
	Iteration 14Q: 3 clusters Score -153076.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153087.125000 Penalty: 2436.592285
	Iteration 15Q: 3 clusters Score -153087.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -153094.968750 Penalty: 2436.592285
	Iteration 16Q: 3 clusters Score -153095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -153107.687500 Penalty: 2436.592285
	Iteration 17Q: 3 clusters Score -153107.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -153116.953125 Penalty: 2436.592285
	Iteration 18Q: 3 clusters Score -153117 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -153124.625000 Penalty: 2436.592285
	Iteration 19Q: 3 clusters Score -153124.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -153132.750000 Penalty: 2436.592285
	Iteration 20F: 3 clusters Score -153132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -153139.375000 Penalty: 2436.592285
	Iteration 21Q: 3 clusters Score -153139.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -153146.921875 Penalty: 2436.592285
	Iteration 22Q: 3 clusters Score -153146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -153156.234375 Penalty: 2436.592285
	Iteration 23Q: 3 clusters Score -153156.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153165.296875 Penalty: 2436.592285
	Iteration 24Q: 3 clusters Score -153165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -153174.375000 Penalty: 2436.592285
	Iteration 25Q: 3 clusters Score -153174.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -153182.140625 Penalty: 2436.592285
	Iteration 26Q: 3 clusters Score -153182.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -153188.093750 Penalty: 2436.592285
	Iteration 27Q: 3 clusters Score -153188.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -153196.328125 Penalty: 2436.592285
	Iteration 28Q: 3 clusters Score -153196.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153201.843750 Penalty: 2436.592285
	Iteration 29Q: 3 clusters Score -153201.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -153205.125000 Penalty: 2436.592285
	Iteration 30Q: 3 clusters Score -153205.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -153210.312500 Penalty: 2436.592285
	Iteration 31Q: 3 clusters Score -153210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153213.171875 Penalty: 2436.592285
	Iteration 32Q: 3 clusters Score -153213.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153213.531250 Penalty: 2436.592285
	Iteration 33Q: 3 clusters Score -153213.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -153213.531250 Penalty: 2436.592285
	Iteration 34F: 3 clusters Score -153213.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -158542.781250 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -158542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -156500.875000 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -156500.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -156935.140625 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -156935.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -157040.937500 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -157040.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -157132.203125 Penalty: 2455.499023
	Iteration 3Q: 3 clusters Score -157132.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -157187.796875 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -157187.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -157225.515625 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -157225.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -157246.359375 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -157246.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -157264.265625 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -157264.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -157291.359375 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -157291.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -157321.453125 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -157321.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -157352.218750 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -157352.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -157380.843750 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -157380.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -157430.328125 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -157430.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -157477.171875 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -157477.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -157505.203125 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -157505.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -157520.921875 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -157520.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157527.109375 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -157527.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -157533.468750 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -157533.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -157536.578125 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -157536.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -157538.609375 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -157538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -157540.453125 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -157540.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -157543.531250 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -157543.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -157546.109375 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -157546.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -157546.937500 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -157546.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -157547.578125 Penalty: 2455.499023
	Iteration 24Q: 3 clusters Score -157547.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -157547.578125 Penalty: 2455.499023
	Iteration 25F: 3 clusters Score -157547.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Entering Unmasked Estep 
Score: -87752.757812 Penalty: 1135.766968
	Iteration 0F: 2 clusters Score -87752.76 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 542 members 
Entering Unmasked Estep 
Score: -86282.351562 Penalty: 2271.533936
	Iteration 0F: 3 clusters Score -86282.35 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -86701.914062 Penalty: 2271.533936
	Iteration 1F: 3 clusters Score -86701.91 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -86860.000000 Penalty: 2271.533936
	Iteration 2F: 3 clusters Score -86860 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -86959.437500 Penalty: 2271.533936
	Iteration 3F: 3 clusters Score -86959.44 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -87038.898438 Penalty: 2271.533936
	Iteration 4F: 3 clusters Score -87038.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -87089.250000 Penalty: 2271.533936
	Iteration 5Q: 3 clusters Score -87089.25 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -87133.781250 Penalty: 2271.533936
	Iteration 6Q: 3 clusters Score -87133.78 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -87157.164062 Penalty: 2271.533936
	Iteration 7Q: 3 clusters Score -87157.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -87172.906250 Penalty: 2271.533936
	Iteration 8Q: 3 clusters Score -87172.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -87186.531250 Penalty: 2271.533936
	Iteration 9Q: 3 clusters Score -87186.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -87193.765625 Penalty: 2271.533936
	Iteration 10Q: 3 clusters Score -87193.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -87203.273438 Penalty: 2271.533936
	Iteration 11Q: 3 clusters Score -87203.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -87211.703125 Penalty: 2271.533936
	Iteration 12Q: 3 clusters Score -87211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -87220.085938 Penalty: 2271.533936
	Iteration 13Q: 3 clusters Score -87220.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -87234.570312 Penalty: 2271.533936
	Iteration 14Q: 3 clusters Score -87234.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -87249.140625 Penalty: 2271.533936
	Iteration 15Q: 3 clusters Score -87249.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -87260.710938 Penalty: 2271.533936
	Iteration 16Q: 3 clusters Score -87260.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -87265.656250 Penalty: 2271.533936
	Iteration 17Q: 3 clusters Score -87265.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -87268.742188 Penalty: 2271.533936
	Iteration 18Q: 3 clusters Score -87268.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -87269.734375 Penalty: 2271.533936
	Iteration 19Q: 3 clusters Score -87269.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -87272.203125 Penalty: 2271.533936
	Iteration 20F: 3 clusters Score -87272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87272.914062 Penalty: 2271.533936
	Iteration 21Q: 3 clusters Score -87272.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -87272.914062 Penalty: 2271.533936
	Iteration 22F: 3 clusters Score -87272.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36285 members 
Mstep: Class 2 contains 12352 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12181 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5259 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9479 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12802 members 
Mstep: Class 24 contains 6232 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2669 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1303 members 
Mstep: Class 37 contains 12189 members 
Mstep: Class 38 contains 3573 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890752.000000 Penalty: 91491.585938
Iteration 199F: 44 clusters Score -4.089075e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 12349 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 12033 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5246 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9474 members 
Mstep: Class 20 contains 44739 members 
Mstep: Class 21 contains 12241 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12803 members 
Mstep: Class 24 contains 6234 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2682 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1317 members 
Mstep: Class 37 contains 12187 members 
Mstep: Class 38 contains 3571 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1085 members 
Mstep: Class 43 contains 4885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891004.000000 Penalty: 91491.585938
Iteration 200F: 44 clusters Score -4.0891e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 12347 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9432 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 18766 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11896 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5245 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9457 members 
Mstep: Class 20 contains 44733 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12812 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11609 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1335 members 
Mstep: Class 37 contains 12186 members 
Mstep: Class 38 contains 3570 members 
Mstep: Class 39 contains 8089 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1084 members 
Mstep: Class 43 contains 5004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891052.000000 Penalty: 91491.585938
Iteration 201Q: 44 clusters Score -4.089105e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 12348 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11783 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5244 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3324 members 
Mstep: Class 19 contains 9450 members 
Mstep: Class 20 contains 44728 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12824 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22217 members 
Mstep: Class 30 contains 2689 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11611 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1344 members 
Mstep: Class 37 contains 12184 members 
Mstep: Class 38 contains 3575 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1084 members 
Mstep: Class 43 contains 5101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891112.000000 Penalty: 91491.585938
Iteration 202Q: 44 clusters Score -4.089111e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36314 members 
Mstep: Class 2 contains 12351 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9430 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11695 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3325 members 
Mstep: Class 19 contains 9447 members 
Mstep: Class 20 contains 44730 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12831 members 
Mstep: Class 24 contains 6238 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22214 members 
Mstep: Class 30 contains 2689 members 
Mstep: Class 31 contains 1295 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 12181 members 
Mstep: Class 38 contains 3579 members 
Mstep: Class 39 contains 8088 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1083 members 
Mstep: Class 43 contains 5160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891064.000000 Penalty: 91491.585938
Iteration 203Q: 44 clusters Score -4.089106e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9427 members 
Mstep: Class 8 contains 42189 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11614 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9444 members 
Mstep: Class 20 contains 44735 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 12844 members 
Mstep: Class 24 contains 6240 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22211 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11616 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1362 members 
Mstep: Class 37 contains 12180 members 
Mstep: Class 38 contains 3585 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891120.000000 Penalty: 91491.585938
Iteration 204Q: 44 clusters Score -4.089112e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 12357 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18765 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11564 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9436 members 
Mstep: Class 20 contains 44734 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 12850 members 
Mstep: Class 24 contains 6241 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22210 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11616 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1368 members 
Mstep: Class 37 contains 12181 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891080.000000 Penalty: 91491.585938
Iteration 205Q: 44 clusters Score -4.089108e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 12356 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 42188 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11498 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5241 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9428 members 
Mstep: Class 20 contains 44739 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 12866 members 
Mstep: Class 24 contains 6242 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2688 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11618 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1371 members 
Mstep: Class 37 contains 12181 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 8087 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891064.000000 Penalty: 91491.585938
Iteration 206Q: 44 clusters Score -4.089106e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36328 members 
Mstep: Class 2 contains 12355 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11438 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9425 members 
Mstep: Class 20 contains 44742 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 12881 members 
Mstep: Class 24 contains 6243 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11622 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1373 members 
Mstep: Class 37 contains 12178 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891120.000000 Penalty: 91491.585938
Iteration 207Q: 44 clusters Score -4.089112e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42187 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11395 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9423 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 12891 members 
Mstep: Class 24 contains 6246 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11620 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1376 members 
Mstep: Class 37 contains 12175 members 
Mstep: Class 38 contains 3589 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891160.000000 Penalty: 91491.585938
Iteration 208Q: 44 clusters Score -4.089116e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 12359 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42185 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11354 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5238 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9421 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12905 members 
Mstep: Class 24 contains 6247 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11625 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1378 members 
Mstep: Class 37 contains 12172 members 
Mstep: Class 38 contains 3591 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891140.000000 Penalty: 91491.585938
Iteration 209Q: 44 clusters Score -4.089114e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36336 members 
Mstep: Class 2 contains 12362 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42182 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11321 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9416 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12910 members 
Mstep: Class 24 contains 6249 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11625 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1379 members 
Mstep: Class 37 contains 12169 members 
Mstep: Class 38 contains 3595 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891156.000000 Penalty: 91491.585938
Iteration 210Q: 44 clusters Score -4.089116e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 12364 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1535 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42180 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11283 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5234 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9414 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12916 members 
Mstep: Class 24 contains 6252 members 
Mstep: Class 25 contains 2965 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11623 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1381 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 3597 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891140.000000 Penalty: 91491.585938
Iteration 211Q: 44 clusters Score -4.089114e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 12369 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1533 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42181 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11243 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5236 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9408 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12926 members 
Mstep: Class 24 contains 6253 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22208 members 
Mstep: Class 30 contains 2690 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11621 members 
Mstep: Class 33 contains 1374 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1382 members 
Mstep: Class 37 contains 12164 members 
Mstep: Class 38 contains 3600 members 
Mstep: Class 39 contains 8084 members 
Mstep: Class 40 contains 1803 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891196.000000 Penalty: 91491.585938
Iteration 212Q: 44 clusters Score -4.08912e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 12371 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1532 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42180 members 
Mstep: Class 9 contains 18761 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11203 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5237 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9403 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12934 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2963 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22207 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11620 members 
Mstep: Class 33 contains 1374 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1382 members 
Mstep: Class 37 contains 12161 members 
Mstep: Class 38 contains 3604 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891164.000000 Penalty: 91491.585938
Iteration 213Q: 44 clusters Score -4.089116e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 12377 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1530 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42179 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 1334 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3191 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9398 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12245 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12941 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2964 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22207 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11617 members 
Mstep: Class 33 contains 1374 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1382 members 
Mstep: Class 37 contains 12160 members 
Mstep: Class 38 contains 3608 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891144.000000 Penalty: 91491.585938
Iteration 214Q: 44 clusters Score -4.089114e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 12382 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 984 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1528 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 42174 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11114 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3190 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5248 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9391 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110168 members 
Mstep: Class 23 contains 12954 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 2966 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22204 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1374 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1382 members 
Mstep: Class 37 contains 12160 members 
Mstep: Class 38 contains 3614 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891116.000000 Penalty: 91491.585938
Iteration 215Q: 44 clusters Score -4.089112e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 3522 members 
Mstep: Class 4 contains 985 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 42171 members 
Mstep: Class 9 contains 18759 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11083 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5253 members 
Mstep: Class 17 contains 3287 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 44741 members 
Mstep: Class 21 contains 12244 members 
Mstep: Class 22 contains 110170 members 
Mstep: Class 23 contains 12957 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22202 members 
Mstep: Class 30 contains 2692 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11615 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1383 members 
Mstep: Class 37 contains 12160 members 
Mstep: Class 38 contains 3620 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891200.000000 Penalty: 91491.585938
Iteration 216Q: 44 clusters Score -4.08912e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 12388 members 
Mstep: Class 3 contains 3521 members 
Mstep: Class 4 contains 986 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1525 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42167 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11048 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5258 members 
Mstep: Class 17 contains 3286 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 44742 members 
Mstep: Class 21 contains 12243 members 
Mstep: Class 22 contains 110170 members 
Mstep: Class 23 contains 12961 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2970 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22200 members 
Mstep: Class 30 contains 2692 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11614 members 
Mstep: Class 33 contains 1371 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1383 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3628 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891200.000000 Penalty: 91491.585938
Iteration 217Q: 44 clusters Score -4.08912e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 12387 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 987 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1524 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 42167 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 11019 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2068 members 
Mstep: Class 16 contains 5262 members 
Mstep: Class 17 contains 3285 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44743 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110170 members 
Mstep: Class 23 contains 12975 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8365 members 
Mstep: Class 29 contains 22197 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11612 members 
Mstep: Class 33 contains 1373 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1384 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3634 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891240.000000 Penalty: 91491.585938
Iteration 218Q: 44 clusters Score -4.089124e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 12389 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 989 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1522 members 
Mstep: Class 7 contains 9411 members 
Mstep: Class 8 contains 42162 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 10990 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 3284 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110171 members 
Mstep: Class 23 contains 12987 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22193 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11608 members 
Mstep: Class 33 contains 1374 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12165 members 
Mstep: Class 38 contains 3638 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891208.000000 Penalty: 91491.585938
Iteration 219Q: 44 clusters Score -4.089121e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 12392 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1520 members 
Mstep: Class 7 contains 9412 members 
Mstep: Class 8 contains 42158 members 
Mstep: Class 9 contains 18760 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 10953 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3188 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5262 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3327 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110169 members 
Mstep: Class 23 contains 13003 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22191 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1375 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 3642 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891236.000000 Penalty: 91491.585938
Iteration 220F: 44 clusters Score -4.089124e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 12394 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1517 members 
Mstep: Class 7 contains 9413 members 
Mstep: Class 8 contains 42152 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 10929 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5261 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44752 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110167 members 
Mstep: Class 23 contains 13010 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8366 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11599 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 12169 members 
Mstep: Class 38 contains 3651 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891176.000000 Penalty: 91491.585938
Iteration 221Q: 44 clusters Score -4.089118e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1516 members 
Mstep: Class 7 contains 9416 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38210 members 
Mstep: Class 11 contains 10910 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5261 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44752 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110164 members 
Mstep: Class 23 contains 13012 members 
Mstep: Class 24 contains 6256 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22186 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11599 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 12169 members 
Mstep: Class 38 contains 3653 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891188.000000 Penalty: 91491.585938
Iteration 222Q: 44 clusters Score -4.089119e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36421 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1515 members 
Mstep: Class 7 contains 9419 members 
Mstep: Class 8 contains 42154 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10893 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5263 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110161 members 
Mstep: Class 23 contains 13020 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22184 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 12167 members 
Mstep: Class 38 contains 3653 members 
Mstep: Class 39 contains 8085 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891176.000000 Penalty: 91491.585938
Iteration 223Q: 44 clusters Score -4.089118e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 12396 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42154 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10875 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5264 members 
Mstep: Class 17 contains 3283 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110159 members 
Mstep: Class 23 contains 13027 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22185 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1388 members 
Mstep: Class 37 contains 12167 members 
Mstep: Class 38 contains 3653 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891132.000000 Penalty: 91491.585938
Iteration 224Q: 44 clusters Score -4.089113e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 12395 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1510 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 42153 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10852 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5265 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9389 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22185 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11599 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1388 members 
Mstep: Class 37 contains 12167 members 
Mstep: Class 38 contains 3656 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1804 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891164.000000 Penalty: 91491.585938
Iteration 225Q: 44 clusters Score -4.089116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9425 members 
Mstep: Class 8 contains 42151 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10832 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9388 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13052 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8368 members 
Mstep: Class 29 contains 22185 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1388 members 
Mstep: Class 37 contains 12166 members 
Mstep: Class 38 contains 3658 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891168.000000 Penalty: 91491.585938
Iteration 226Q: 44 clusters Score -4.089117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9423 members 
Mstep: Class 8 contains 42150 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10818 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5268 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13059 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22186 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1387 members 
Mstep: Class 37 contains 12165 members 
Mstep: Class 38 contains 3660 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891208.000000 Penalty: 91491.585938
Iteration 227Q: 44 clusters Score -4.089121e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9422 members 
Mstep: Class 8 contains 42150 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10803 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13069 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8367 members 
Mstep: Class 29 contains 22185 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12165 members 
Mstep: Class 38 contains 3663 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891224.000000 Penalty: 91491.585938
Iteration 228Q: 44 clusters Score -4.089122e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 12400 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 42149 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10786 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3282 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12242 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13075 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8369 members 
Mstep: Class 29 contains 22184 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12164 members 
Mstep: Class 38 contains 3667 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891236.000000 Penalty: 91491.585938
Iteration 229Q: 44 clusters Score -4.089124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9421 members 
Mstep: Class 8 contains 42148 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10773 members 
Mstep: Class 12 contains 1335 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3281 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44750 members 
Mstep: Class 21 contains 12240 members 
Mstep: Class 22 contains 110156 members 
Mstep: Class 23 contains 13083 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8370 members 
Mstep: Class 29 contains 22184 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12164 members 
Mstep: Class 38 contains 3669 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891220.000000 Penalty: 91491.585938
Iteration 230Q: 44 clusters Score -4.089122e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 3520 members 
Mstep: Class 4 contains 991 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9420 members 
Mstep: Class 8 contains 42148 members 
Mstep: Class 9 contains 18762 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10758 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12238 members 
Mstep: Class 22 contains 110157 members 
Mstep: Class 23 contains 13094 members 
Mstep: Class 24 contains 6255 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8373 members 
Mstep: Class 29 contains 22183 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3673 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1083 members 
Mstep: Class 43 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891212.000000 Penalty: 91491.585938
Iteration 231Q: 44 clusters Score -4.089121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 42149 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10747 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44749 members 
Mstep: Class 21 contains 12235 members 
Mstep: Class 22 contains 110157 members 
Mstep: Class 23 contains 13099 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22184 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3679 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891184.000000 Penalty: 91491.585938
Iteration 232Q: 44 clusters Score -4.089118e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42148 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38209 members 
Mstep: Class 11 contains 10739 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44752 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110155 members 
Mstep: Class 23 contains 13104 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2969 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22186 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3683 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5680 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891200.000000 Penalty: 91491.585938
Iteration 233Q: 44 clusters Score -4.08912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42148 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10733 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44752 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110155 members 
Mstep: Class 23 contains 13106 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22187 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3687 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891220.000000 Penalty: 91491.585938
Iteration 234Q: 44 clusters Score -4.089122e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 9418 members 
Mstep: Class 8 contains 42147 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10728 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13107 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3688 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891212.000000 Penalty: 91491.585938
Iteration 235Q: 44 clusters Score -4.089121e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42147 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10720 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13109 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2693 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3691 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891208.000000 Penalty: 91491.585938
Iteration 236Q: 44 clusters Score -4.089121e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10716 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13109 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12162 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891224.000000 Penalty: 91491.585938
Iteration 237Q: 44 clusters Score -4.089122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10713 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13110 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891216.000000 Penalty: 91491.585938
Iteration 238Q: 44 clusters Score -4.089122e+07 nChanged 8
Entering ConstructFrom: 
Score: -40891216.000000 Penalty: 91491.585938
Entering ConstructFrom: 
Trying to split cluster 1 (36447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Entering Unmasked Estep 
Score: -3231693.250000 Penalty: 1706.837402
	Iteration 0F: 2 clusters Score -3231693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -3207329.500000 Penalty: 3413.674805
	Iteration 0F: 3 clusters Score -3207330 nChanged 16846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -3216663.750000 Penalty: 3413.674805
	Iteration 1F: 3 clusters Score -3216664 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -3217137.500000 Penalty: 3413.674805
	Iteration 2Q: 3 clusters Score -3217138 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -3217775.500000 Penalty: 3413.674805
	Iteration 3Q: 3 clusters Score -3217776 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22383 members 
Mstep: Class 2 contains 14064 members 
Entering Unmasked Estep 
Score: -3218588.750000 Penalty: 3413.674805
	Iteration 4Q: 3 clusters Score -3218589 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -3219774.750000 Penalty: 3413.674805
	Iteration 5F: 3 clusters Score -3219775 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -3221542.000000 Penalty: 3413.674805
	Iteration 6F: 3 clusters Score -3221542 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -3223747.250000 Penalty: 3413.674805
	Iteration 7F: 3 clusters Score -3223747 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -3226054.000000 Penalty: 3413.674805
	Iteration 8F: 3 clusters Score -3226054 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -3227844.000000 Penalty: 3413.674805
	Iteration 9F: 3 clusters Score -3227844 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34895 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3228971.250000 Penalty: 3413.674805
	Iteration 10Q: 3 clusters Score -3228971 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35572 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3229559.750000 Penalty: 3413.674805
	Iteration 11Q: 3 clusters Score -3229560 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3229869.250000 Penalty: 3413.674805
	Iteration 12Q: 3 clusters Score -3229869 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3229996.500000 Penalty: 3413.674805
	Iteration 13Q: 3 clusters Score -3229996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3230085.250000 Penalty: 3413.674805
	Iteration 14Q: 3 clusters Score -3230085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3230127.500000 Penalty: 3413.674805
	Iteration 15Q: 3 clusters Score -3230128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3230147.000000 Penalty: 3413.674805
	Iteration 16Q: 3 clusters Score -3230147 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -3230169.250000 Penalty: 3413.674805
	Iteration 17Q: 3 clusters Score -3230169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -3230189.250000 Penalty: 3413.674805
	Iteration 18Q: 3 clusters Score -3230189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -3230205.750000 Penalty: 3413.674805
	Iteration 19Q: 3 clusters Score -3230206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -3230213.250000 Penalty: 3413.674805
	Iteration 20F: 3 clusters Score -3230213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3230219.750000 Penalty: 3413.674805
	Iteration 21Q: 3 clusters Score -3230220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36259 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -3230229.000000 Penalty: 3413.674805
	Iteration 22Q: 3 clusters Score -3230229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36262 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -3230230.750000 Penalty: 3413.674805
	Iteration 23Q: 3 clusters Score -3230231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -3230232.000000 Penalty: 3413.674805
	Iteration 24Q: 3 clusters Score -3230232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -3230234.500000 Penalty: 3413.674805
	Iteration 25Q: 3 clusters Score -3230234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3230238.000000 Penalty: 3413.674805
	Iteration 26Q: 3 clusters Score -3230238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3230237.750000 Penalty: 3413.674805
	Iteration 27Q: 3 clusters Score -3230238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36269 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -3230237.750000 Penalty: 3413.674805
	Iteration 28F: 3 clusters Score -3230238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Entering Unmasked Estep 
Score: -1099132.875000 Penalty: 1531.596680
	Iteration 0F: 2 clusters Score -1099133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1090514.250000 Penalty: 3063.193359
	Iteration 0F: 3 clusters Score -1090514 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1093406.750000 Penalty: 3063.193359
	Iteration 1F: 3 clusters Score -1093407 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1093731.625000 Penalty: 3063.193359
	Iteration 2F: 3 clusters Score -1093732 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1094033.500000 Penalty: 3063.193359
	Iteration 3F: 3 clusters Score -1094034 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1094406.875000 Penalty: 3063.193359
	Iteration 4F: 3 clusters Score -1094407 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1094841.875000 Penalty: 3063.193359
	Iteration 5F: 3 clusters Score -1094842 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1095333.875000 Penalty: 3063.193359
	Iteration 6F: 3 clusters Score -1095334 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1095861.875000 Penalty: 3063.193359
	Iteration 7F: 3 clusters Score -1095862 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1096375.250000 Penalty: 3063.193359
	Iteration 8F: 3 clusters Score -1096375 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1096835.625000 Penalty: 3063.193359
	Iteration 9Q: 3 clusters Score -1096836 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1097183.500000 Penalty: 3063.193359
	Iteration 10Q: 3 clusters Score -1097184 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1097400.625000 Penalty: 3063.193359
	Iteration 11Q: 3 clusters Score -1097401 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1097528.375000 Penalty: 3063.193359
	Iteration 12Q: 3 clusters Score -1097528 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1097619.250000 Penalty: 3063.193359
	Iteration 13Q: 3 clusters Score -1097619 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1097678.625000 Penalty: 3063.193359
	Iteration 14Q: 3 clusters Score -1097679 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1097711.875000 Penalty: 3063.193359
	Iteration 15Q: 3 clusters Score -1097712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -1097726.250000 Penalty: 3063.193359
	Iteration 16Q: 3 clusters Score -1097726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1097742.125000 Penalty: 3063.193359
	Iteration 17Q: 3 clusters Score -1097742 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1097748.375000 Penalty: 3063.193359
	Iteration 18Q: 3 clusters Score -1097748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1097757.500000 Penalty: 3063.193359
	Iteration 19Q: 3 clusters Score -1097758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1097761.250000 Penalty: 3063.193359
	Iteration 20F: 3 clusters Score -1097761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1097764.625000 Penalty: 3063.193359
	Iteration 21Q: 3 clusters Score -1097765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1097767.625000 Penalty: 3063.193359
	Iteration 22Q: 3 clusters Score -1097768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1097767.625000 Penalty: 3063.193359
	Iteration 23F: 3 clusters Score -1097768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -301400.125000 Penalty: 1326.963867
	Iteration 0F: 2 clusters Score -301400.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -298381.250000 Penalty: 2653.927734
	Iteration 0F: 3 clusters Score -298381.2 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -299167.937500 Penalty: 2653.927734
	Iteration 1F: 3 clusters Score -299167.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -299378.500000 Penalty: 2653.927734
	Iteration 2F: 3 clusters Score -299378.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -299608.875000 Penalty: 2653.927734
	Iteration 3F: 3 clusters Score -299608.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299888.875000 Penalty: 2653.927734
	Iteration 4F: 3 clusters Score -299888.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -300196.187500 Penalty: 2653.927734
	Iteration 5F: 3 clusters Score -300196.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -300443.375000 Penalty: 2653.927734
	Iteration 6F: 3 clusters Score -300443.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -300601.937500 Penalty: 2653.927734
	Iteration 7Q: 3 clusters Score -300601.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -300714.031250 Penalty: 2653.927734
	Iteration 8Q: 3 clusters Score -300714 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -300779.000000 Penalty: 2653.927734
	Iteration 9Q: 3 clusters Score -300779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -300810.156250 Penalty: 2653.927734
	Iteration 10Q: 3 clusters Score -300810.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -300831.812500 Penalty: 2653.927734
	Iteration 11Q: 3 clusters Score -300831.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -300840.250000 Penalty: 2653.927734
	Iteration 12Q: 3 clusters Score -300840.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -300845.562500 Penalty: 2653.927734
	Iteration 13Q: 3 clusters Score -300845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -300846.718750 Penalty: 2653.927734
	Iteration 14Q: 3 clusters Score -300846.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -300847.812500 Penalty: 2653.927734
	Iteration 15Q: 3 clusters Score -300847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -300850.312500 Penalty: 2653.927734
	Iteration 16Q: 3 clusters Score -300850.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -300850.312500 Penalty: 2653.927734
	Iteration 17F: 3 clusters Score -300850.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -66184.664062 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -66184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -64815.437500 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -64815.44 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -65225.246094 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -65225.25 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -65421.925781 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -65421.93 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -65580.882812 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -65580.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -65664.312500 Penalty: 2242.409912
	Iteration 4F: 3 clusters Score -65664.31 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -65689.750000 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -65689.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -65705.742188 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -65705.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65715.539062 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -65715.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -65718.648438 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -65718.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -65723.414062 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -65723.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -65725.640625 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -65725.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -65726.203125 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -65726.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -65726.203125 Penalty: 2242.409912
	Iteration 12F: 3 clusters Score -65726.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -359841.906250 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -359841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -356431.000000 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -356431 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -357298.156250 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -357298.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -357502.156250 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -357502.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -357630.593750 Penalty: 2704.541016
	Iteration 3F: 3 clusters Score -357630.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -357709.218750 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -357709.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -357751.906250 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -357751.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -357798.875000 Penalty: 2704.541016
	Iteration 6Q: 3 clusters Score -357798.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -357832.656250 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -357832.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -357860.031250 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -357860 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -357879.718750 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -357879.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -357896.843750 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -357896.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -357904.281250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -357904.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -357909.906250 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -357909.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -357916.437500 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -357916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -357920.187500 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -357920.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -357923.281250 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -357923.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -357925.031250 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -357925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -357926.875000 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -357926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -357928.656250 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -357928.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -357930.375000 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -357930.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -357933.375000 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -357933.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -357938.031250 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -357938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -357942.468750 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -357942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -357948.812500 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -357948.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -357952.500000 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -357952.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -357955.406250 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -357955.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -357961.062500 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -357961.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -357965.718750 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -357965.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -357976.125000 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -357976.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -357989.500000 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -357989.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -358004.406250 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -358004.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -358021.375000 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -358021.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -358040.968750 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -358041 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -358071.656250 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -358071.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -358105.031250 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -358105 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -358149.875000 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -358149.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -358202.718750 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -358202.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -358277.781250 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -358277.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -358364.375000 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -358364.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -358452.062500 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -358452.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -358528.687500 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -358528.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -358600.187500 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -358600.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -358678.468750 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -358678.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -358736.125000 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -358736.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -358775.625000 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -358775.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -358821.562500 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -358821.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -358855.000000 Penalty: 2704.541016
	Iteration 46Q: 3 clusters Score -358855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -358880.250000 Penalty: 2704.541016
	Iteration 47Q: 3 clusters Score -358880.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -358892.281250 Penalty: 2704.541016
	Iteration 48Q: 3 clusters Score -358892.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -358897.687500 Penalty: 2704.541016
	Iteration 49Q: 3 clusters Score -358897.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -358900.937500 Penalty: 2704.541016
	Iteration 50Q: 3 clusters Score -358900.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -358907.906250 Penalty: 2704.541016
	Iteration 51Q: 3 clusters Score -358907.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -358912.250000 Penalty: 2704.541016
	Iteration 52Q: 3 clusters Score -358912.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -358915.156250 Penalty: 2704.541016
	Iteration 53Q: 3 clusters Score -358915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -358916.843750 Penalty: 2704.541016
	Iteration 54Q: 3 clusters Score -358916.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -358917.812500 Penalty: 2704.541016
	Iteration 55Q: 3 clusters Score -358917.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -358920.031250 Penalty: 2704.541016
	Iteration 56Q: 3 clusters Score -358920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -358922.093750 Penalty: 2704.541016
	Iteration 57Q: 3 clusters Score -358922.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -358924.312500 Penalty: 2704.541016
	Iteration 58Q: 3 clusters Score -358924.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -358924.781250 Penalty: 2704.541016
	Iteration 59Q: 3 clusters Score -358924.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -358925.500000 Penalty: 2704.541016
	Iteration 60F: 3 clusters Score -358925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -106202.390625 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -106202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -104499.453125 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -104499.5 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -105083.320312 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -105083.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -105293.468750 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -105293.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -105413.929688 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -105413.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -105476.273438 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -105476.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -105503.234375 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -105503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -105523.210938 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -105523.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105545.921875 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -105545.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -105565.429688 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -105565.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -105581.945312 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -105581.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105597.507812 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -105597.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -105605.140625 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -105605.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -105612.710938 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -105612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105616.382812 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -105616.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -105619.976562 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -105620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105621.398438 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -105621.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -105622.539062 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -105622.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105624.820312 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -105624.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -105627.945312 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -105627.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105631.453125 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -105631.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105636.085938 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -105636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105637.671875 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -105637.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -105637.671875 Penalty: 2378.093994
	Iteration 22F: 3 clusters Score -105637.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Entering Unmasked Estep 
Score: -735799.187500 Penalty: 1486.919067
	Iteration 0F: 2 clusters Score -735799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -729091.687500 Penalty: 2973.838135
	Iteration 0F: 3 clusters Score -729091.7 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -731502.312500 Penalty: 2973.838135
	Iteration 1F: 3 clusters Score -731502.3 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -731969.125000 Penalty: 2973.838135
	Iteration 2F: 3 clusters Score -731969.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -732428.437500 Penalty: 2973.838135
	Iteration 3F: 3 clusters Score -732428.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -732877.625000 Penalty: 2973.838135
	Iteration 4F: 3 clusters Score -732877.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -733217.187500 Penalty: 2973.838135
	Iteration 5F: 3 clusters Score -733217.2 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -733445.937500 Penalty: 2973.838135
	Iteration 6Q: 3 clusters Score -733445.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -733596.750000 Penalty: 2973.838135
	Iteration 7Q: 3 clusters Score -733596.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -733706.625000 Penalty: 2973.838135
	Iteration 8Q: 3 clusters Score -733706.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -733813.062500 Penalty: 2973.838135
	Iteration 9Q: 3 clusters Score -733813.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -733891.500000 Penalty: 2973.838135
	Iteration 10Q: 3 clusters Score -733891.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -733980.000000 Penalty: 2973.838135
	Iteration 11Q: 3 clusters Score -733980 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -734063.062500 Penalty: 2973.838135
	Iteration 12Q: 3 clusters Score -734063.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -734167.250000 Penalty: 2973.838135
	Iteration 13Q: 3 clusters Score -734167.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -734286.875000 Penalty: 2973.838135
	Iteration 14Q: 3 clusters Score -734286.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -734394.437500 Penalty: 2973.838135
	Iteration 15Q: 3 clusters Score -734394.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -734490.687500 Penalty: 2973.838135
	Iteration 16Q: 3 clusters Score -734490.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -734572.750000 Penalty: 2973.838135
	Iteration 17Q: 3 clusters Score -734572.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -734637.187500 Penalty: 2973.838135
	Iteration 18Q: 3 clusters Score -734637.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -734692.437500 Penalty: 2973.838135
	Iteration 19Q: 3 clusters Score -734692.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -734748.812500 Penalty: 2973.838135
	Iteration 20F: 3 clusters Score -734748.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -734803.125000 Penalty: 2973.838135
	Iteration 21Q: 3 clusters Score -734803.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -734854.625000 Penalty: 2973.838135
	Iteration 22Q: 3 clusters Score -734854.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -734899.687500 Penalty: 2973.838135
	Iteration 23Q: 3 clusters Score -734899.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -734928.625000 Penalty: 2973.838135
	Iteration 24Q: 3 clusters Score -734928.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -734953.187500 Penalty: 2973.838135
	Iteration 25Q: 3 clusters Score -734953.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -734982.500000 Penalty: 2973.838135
	Iteration 26Q: 3 clusters Score -734982.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -735011.500000 Penalty: 2973.838135
	Iteration 27Q: 3 clusters Score -735011.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -735033.062500 Penalty: 2973.838135
	Iteration 28Q: 3 clusters Score -735033.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -735055.500000 Penalty: 2973.838135
	Iteration 29Q: 3 clusters Score -735055.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -735074.750000 Penalty: 2973.838135
	Iteration 30Q: 3 clusters Score -735074.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -735096.437500 Penalty: 2973.838135
	Iteration 31Q: 3 clusters Score -735096.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -735116.625000 Penalty: 2973.838135
	Iteration 32Q: 3 clusters Score -735116.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -735129.125000 Penalty: 2973.838135
	Iteration 33Q: 3 clusters Score -735129.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -735135.812500 Penalty: 2973.838135
	Iteration 34Q: 3 clusters Score -735135.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -735143.000000 Penalty: 2973.838135
	Iteration 35Q: 3 clusters Score -735143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -735148.312500 Penalty: 2973.838135
	Iteration 36Q: 3 clusters Score -735148.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -735152.562500 Penalty: 2973.838135
	Iteration 37Q: 3 clusters Score -735152.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -735161.250000 Penalty: 2973.838135
	Iteration 38Q: 3 clusters Score -735161.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -735162.875000 Penalty: 2973.838135
	Iteration 39Q: 3 clusters Score -735162.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -735167.250000 Penalty: 2973.838135
	Iteration 40F: 3 clusters Score -735167.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -735171.437500 Penalty: 2973.838135
	Iteration 41Q: 3 clusters Score -735171.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -735179.875000 Penalty: 2973.838135
	Iteration 42Q: 3 clusters Score -735179.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -735182.062500 Penalty: 2973.838135
	Iteration 43Q: 3 clusters Score -735182.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -735187.687500 Penalty: 2973.838135
	Iteration 44Q: 3 clusters Score -735187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -735192.687500 Penalty: 2973.838135
	Iteration 45Q: 3 clusters Score -735192.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -735199.062500 Penalty: 2973.838135
	Iteration 46Q: 3 clusters Score -735199.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -735204.250000 Penalty: 2973.838135
	Iteration 47Q: 3 clusters Score -735204.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -735209.062500 Penalty: 2973.838135
	Iteration 48Q: 3 clusters Score -735209.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -735212.000000 Penalty: 2973.838135
	Iteration 49Q: 3 clusters Score -735212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -735212.812500 Penalty: 2973.838135
	Iteration 50Q: 3 clusters Score -735212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -735214.937500 Penalty: 2973.838135
	Iteration 51Q: 3 clusters Score -735214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -735214.562500 Penalty: 2973.838135
	Iteration 52Q: 3 clusters Score -735214.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -735214.937500 Penalty: 2973.838135
	Iteration 53Q: 3 clusters Score -735214.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -735215.937500 Penalty: 2973.838135
	Iteration 54Q: 3 clusters Score -735215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -735216.375000 Penalty: 2973.838135
	Iteration 55Q: 3 clusters Score -735216.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -735217.687500 Penalty: 2973.838135
	Iteration 56Q: 3 clusters Score -735217.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -735219.062500 Penalty: 2973.838135
	Iteration 57Q: 3 clusters Score -735219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -735220.250000 Penalty: 2973.838135
	Iteration 58Q: 3 clusters Score -735220.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -735223.562500 Penalty: 2973.838135
	Iteration 59Q: 3 clusters Score -735223.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -735221.500000 Penalty: 2973.838135
	Iteration 60F: 3 clusters Score -735221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -735222.000000 Penalty: 2973.838135
	Iteration 61Q: 3 clusters Score -735222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -735222.875000 Penalty: 2973.838135
	Iteration 62Q: 3 clusters Score -735222.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -735222.750000 Penalty: 2973.838135
	Iteration 63Q: 3 clusters Score -735222.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -735223.250000 Penalty: 2973.838135
	Iteration 64Q: 3 clusters Score -735223.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -735223.687500 Penalty: 2973.838135
	Iteration 65Q: 3 clusters Score -735223.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -735223.687500 Penalty: 2973.838135
	Iteration 66F: 3 clusters Score -735223.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Entering Unmasked Estep 
Score: -3752488.500000 Penalty: 1730.445435
	Iteration 0F: 2 clusters Score -3752488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -3724193.000000 Penalty: 3460.890869
	Iteration 0F: 3 clusters Score -3724193 nChanged 19716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -3735201.750000 Penalty: 3460.890869
	Iteration 1F: 3 clusters Score -3735202 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3735784.250000 Penalty: 3460.890869
	Iteration 2Q: 3 clusters Score -3735784 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22159 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -3736619.000000 Penalty: 3460.890869
	Iteration 3Q: 3 clusters Score -3736619 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -3737933.500000 Penalty: 3460.890869
	Iteration 4F: 3 clusters Score -3737934 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3739831.750000 Penalty: 3460.890869
	Iteration 5F: 3 clusters Score -3739832 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -3741825.000000 Penalty: 3460.890869
	Iteration 6F: 3 clusters Score -3741825 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -3743569.000000 Penalty: 3460.890869
	Iteration 7F: 3 clusters Score -3743569 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28826 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -3744760.750000 Penalty: 3460.890869
	Iteration 8F: 3 clusters Score -3744761 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -3745582.000000 Penalty: 3460.890869
	Iteration 9Q: 3 clusters Score -3745582 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31321 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -3746147.500000 Penalty: 3460.890869
	Iteration 10Q: 3 clusters Score -3746148 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -3746658.500000 Penalty: 3460.890869
	Iteration 11Q: 3 clusters Score -3746658 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33600 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3747125.750000 Penalty: 3460.890869
	Iteration 12Q: 3 clusters Score -3747126 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -3747621.500000 Penalty: 3460.890869
	Iteration 13Q: 3 clusters Score -3747622 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -3748119.750000 Penalty: 3460.890869
	Iteration 14Q: 3 clusters Score -3748120 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36770 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -3748594.750000 Penalty: 3460.890869
	Iteration 15Q: 3 clusters Score -3748595 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37702 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -3749051.250000 Penalty: 3460.890869
	Iteration 16Q: 3 clusters Score -3749051 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3749472.250000 Penalty: 3460.890869
	Iteration 17Q: 3 clusters Score -3749472 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3749845.000000 Penalty: 3460.890869
	Iteration 18Q: 3 clusters Score -3749845 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39832 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3750147.500000 Penalty: 3460.890869
	Iteration 19Q: 3 clusters Score -3750148 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3750364.750000 Penalty: 3460.890869
	Iteration 20F: 3 clusters Score -3750365 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40583 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3750534.000000 Penalty: 3460.890869
	Iteration 21Q: 3 clusters Score -3750534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3750666.750000 Penalty: 3460.890869
	Iteration 22Q: 3 clusters Score -3750667 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3750766.000000 Penalty: 3460.890869
	Iteration 23Q: 3 clusters Score -3750766 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3750859.000000 Penalty: 3460.890869
	Iteration 24Q: 3 clusters Score -3750859 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41293 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3750926.750000 Penalty: 3460.890869
	Iteration 25Q: 3 clusters Score -3750927 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3750983.000000 Penalty: 3460.890869
	Iteration 26Q: 3 clusters Score -3750983 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3751025.000000 Penalty: 3460.890869
	Iteration 27Q: 3 clusters Score -3751025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41506 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3751065.500000 Penalty: 3460.890869
	Iteration 28Q: 3 clusters Score -3751066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3751090.250000 Penalty: 3460.890869
	Iteration 29Q: 3 clusters Score -3751090 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3751103.500000 Penalty: 3460.890869
	Iteration 30Q: 3 clusters Score -3751104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3751103.250000 Penalty: 3460.890869
	Iteration 31Q: 3 clusters Score -3751103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3751105.250000 Penalty: 3460.890869
	Iteration 32Q: 3 clusters Score -3751105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3751115.000000 Penalty: 3460.890869
	Iteration 33Q: 3 clusters Score -3751115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3751119.000000 Penalty: 3460.890869
	Iteration 34Q: 3 clusters Score -3751119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3751123.750000 Penalty: 3460.890869
	Iteration 35Q: 3 clusters Score -3751124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3751123.750000 Penalty: 3460.890869
	Iteration 36Q: 3 clusters Score -3751124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41593 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3751125.250000 Penalty: 3460.890869
	Iteration 37Q: 3 clusters Score -3751125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41595 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3751129.000000 Penalty: 3460.890869
	Iteration 38Q: 3 clusters Score -3751129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3751132.750000 Penalty: 3460.890869
	Iteration 39Q: 3 clusters Score -3751133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41596 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3751132.750000 Penalty: 3460.890869
	Iteration 40F: 3 clusters Score -3751133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Entering Unmasked Estep 
Score: -1667893.750000 Penalty: 1598.941895
	Iteration 0F: 2 clusters Score -1667894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1655019.375000 Penalty: 3197.883789
	Iteration 0F: 3 clusters Score -1655019 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1659695.625000 Penalty: 3197.883789
	Iteration 1F: 3 clusters Score -1659696 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1660140.875000 Penalty: 3197.883789
	Iteration 2F: 3 clusters Score -1660141 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1660651.375000 Penalty: 3197.883789
	Iteration 3F: 3 clusters Score -1660651 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1661243.625000 Penalty: 3197.883789
	Iteration 4F: 3 clusters Score -1661244 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1661991.625000 Penalty: 3197.883789
	Iteration 5F: 3 clusters Score -1661992 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1662870.375000 Penalty: 3197.883789
	Iteration 6F: 3 clusters Score -1662870 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1663893.125000 Penalty: 3197.883789
	Iteration 7F: 3 clusters Score -1663893 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1664912.375000 Penalty: 3197.883789
	Iteration 8F: 3 clusters Score -1664912 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1665744.125000 Penalty: 3197.883789
	Iteration 9F: 3 clusters Score -1665744 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1666262.875000 Penalty: 3197.883789
	Iteration 10Q: 3 clusters Score -1666263 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -1666648.875000 Penalty: 3197.883789
	Iteration 11Q: 3 clusters Score -1666649 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1666961.000000 Penalty: 3197.883789
	Iteration 12Q: 3 clusters Score -1666961 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1667265.750000 Penalty: 3197.883789
	Iteration 13Q: 3 clusters Score -1667266 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1667563.625000 Penalty: 3197.883789
	Iteration 14Q: 3 clusters Score -1667564 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1667752.750000 Penalty: 3197.883789
	Iteration 15Q: 3 clusters Score -1667753 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1667847.375000 Penalty: 3197.883789
	Iteration 16Q: 3 clusters Score -1667847 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1667897.125000 Penalty: 3197.883789
	Iteration 17Q: 3 clusters Score -1667897 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1667926.875000 Penalty: 3197.883789
	Iteration 18Q: 3 clusters Score -1667927 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1667946.375000 Penalty: 3197.883789
	Iteration 19Q: 3 clusters Score -1667946 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1667955.750000 Penalty: 3197.883789
	Iteration 20F: 3 clusters Score -1667956 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1667959.750000 Penalty: 3197.883789
	Iteration 21Q: 3 clusters Score -1667960 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1667961.875000 Penalty: 3197.883789
	Iteration 22Q: 3 clusters Score -1667962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1667962.250000 Penalty: 3197.883789
	Iteration 23Q: 3 clusters Score -1667962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1667965.625000 Penalty: 3197.883789
	Iteration 24Q: 3 clusters Score -1667966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1667964.625000 Penalty: 3197.883789
	Iteration 25Q: 3 clusters Score -1667965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1667965.500000 Penalty: 3197.883789
	Iteration 26Q: 3 clusters Score -1667966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1667963.625000 Penalty: 3197.883789
	Iteration 27Q: 3 clusters Score -1667964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1667968.500000 Penalty: 3197.883789
	Iteration 28Q: 3 clusters Score -1667968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1667970.500000 Penalty: 3197.883789
	Iteration 29Q: 3 clusters Score -1667970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1667972.250000 Penalty: 3197.883789
	Iteration 30Q: 3 clusters Score -1667972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1667973.625000 Penalty: 3197.883789
	Iteration 31Q: 3 clusters Score -1667974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1667970.375000 Penalty: 3197.883789
	Iteration 32Q: 3 clusters Score -1667970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1667970.375000 Penalty: 3197.883789
	Iteration 33Q: 3 clusters Score -1667970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1667969.250000 Penalty: 3197.883789
	Iteration 34Q: 3 clusters Score -1667969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1667969.250000 Penalty: 3197.883789
	Iteration 35F: 3 clusters Score -1667969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 13343 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5690 members 
Mstep: Class 44 contains 5420 members 
Entering Unmasked Estep 
Score: -40890776.000000 Penalty: 93619.296875
Splitting cluster 9 changes total score from -40891216.000000 to -40890776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (38207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Entering Unmasked Estep 
Score: -3362266.250000 Penalty: 1714.500732
	Iteration 0F: 2 clusters Score -3362266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -3336648.250000 Penalty: 3429.001465
	Iteration 0F: 3 clusters Score -3336648 nChanged 17790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 19402 members 
Entering Unmasked Estep 
Score: -3346548.000000 Penalty: 3429.001465
	Iteration 1F: 3 clusters Score -3346548 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -3347016.000000 Penalty: 3429.001465
	Iteration 2Q: 3 clusters Score -3347016 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -3347576.250000 Penalty: 3429.001465
	Iteration 3Q: 3 clusters Score -3347576 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -3348270.250000 Penalty: 3429.001465
	Iteration 4Q: 3 clusters Score -3348270 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -3349279.250000 Penalty: 3429.001465
	Iteration 5F: 3 clusters Score -3349279 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -3350606.250000 Penalty: 3429.001465
	Iteration 6F: 3 clusters Score -3350606 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3352228.000000 Penalty: 3429.001465
	Iteration 7F: 3 clusters Score -3352228 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 25475 members 
Entering Unmasked Estep 
Score: -3353852.000000 Penalty: 3429.001465
	Iteration 8F: 3 clusters Score -3353852 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -3355067.250000 Penalty: 3429.001465
	Iteration 9F: 3 clusters Score -3355067 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3355927.000000 Penalty: 3429.001465
	Iteration 10Q: 3 clusters Score -3355927 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3356542.250000 Penalty: 3429.001465
	Iteration 11Q: 3 clusters Score -3356542 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -3357031.000000 Penalty: 3429.001465
	Iteration 12Q: 3 clusters Score -3357031 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -3357508.250000 Penalty: 3429.001465
	Iteration 13Q: 3 clusters Score -3357508 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 31020 members 
Entering Unmasked Estep 
Score: -3357867.500000 Penalty: 3429.001465
	Iteration 14Q: 3 clusters Score -3357868 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3358205.750000 Penalty: 3429.001465
	Iteration 15Q: 3 clusters Score -3358206 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -3358477.250000 Penalty: 3429.001465
	Iteration 16Q: 3 clusters Score -3358477 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 32757 members 
Entering Unmasked Estep 
Score: -3358728.750000 Penalty: 3429.001465
	Iteration 17Q: 3 clusters Score -3358729 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
Score: -3358942.500000 Penalty: 3429.001465
	Iteration 18Q: 3 clusters Score -3358942 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -3359142.500000 Penalty: 3429.001465
	Iteration 19Q: 3 clusters Score -3359142 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -3359299.250000 Penalty: 3429.001465
	Iteration 20F: 3 clusters Score -3359299 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
Score: -3359477.500000 Penalty: 3429.001465
	Iteration 21Q: 3 clusters Score -3359478 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -3359601.000000 Penalty: 3429.001465
	Iteration 22Q: 3 clusters Score -3359601 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -3359761.500000 Penalty: 3429.001465
	Iteration 23Q: 3 clusters Score -3359762 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -3359912.500000 Penalty: 3429.001465
	Iteration 24Q: 3 clusters Score -3359912 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3360036.500000 Penalty: 3429.001465
	Iteration 25Q: 3 clusters Score -3360036 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -3360160.000000 Penalty: 3429.001465
	Iteration 26Q: 3 clusters Score -3360160 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -3360258.750000 Penalty: 3429.001465
	Iteration 27Q: 3 clusters Score -3360259 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -3360338.000000 Penalty: 3429.001465
	Iteration 28Q: 3 clusters Score -3360338 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -3360407.750000 Penalty: 3429.001465
	Iteration 29Q: 3 clusters Score -3360408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -3360462.250000 Penalty: 3429.001465
	Iteration 30Q: 3 clusters Score -3360462 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -3360521.250000 Penalty: 3429.001465
	Iteration 31Q: 3 clusters Score -3360521 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 36919 members 
Entering Unmasked Estep 
Score: -3360558.000000 Penalty: 3429.001465
	Iteration 32Q: 3 clusters Score -3360558 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -3360585.000000 Penalty: 3429.001465
	Iteration 33Q: 3 clusters Score -3360585 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3360613.500000 Penalty: 3429.001465
	Iteration 34Q: 3 clusters Score -3360614 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 37153 members 
Entering Unmasked Estep 
Score: -3360650.500000 Penalty: 3429.001465
	Iteration 35Q: 3 clusters Score -3360650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -3360672.250000 Penalty: 3429.001465
	Iteration 36Q: 3 clusters Score -3360672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37258 members 
Entering Unmasked Estep 
Score: -3360684.000000 Penalty: 3429.001465
	Iteration 37Q: 3 clusters Score -3360684 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -3360708.000000 Penalty: 3429.001465
	Iteration 38Q: 3 clusters Score -3360708 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 37311 members 
Entering Unmasked Estep 
Score: -3360725.250000 Penalty: 3429.001465
	Iteration 39Q: 3 clusters Score -3360725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 37347 members 
Entering Unmasked Estep 
Score: -3360735.000000 Penalty: 3429.001465
	Iteration 40F: 3 clusters Score -3360735 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 37375 members 
Entering Unmasked Estep 
Score: -3360748.500000 Penalty: 3429.001465
	Iteration 41Q: 3 clusters Score -3360748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 37397 members 
Entering Unmasked Estep 
Score: -3360761.750000 Penalty: 3429.001465
	Iteration 42Q: 3 clusters Score -3360762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -3360762.000000 Penalty: 3429.001465
	Iteration 43Q: 3 clusters Score -3360762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 37420 members 
Entering Unmasked Estep 
Score: -3360765.250000 Penalty: 3429.001465
	Iteration 44Q: 3 clusters Score -3360765 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -3360767.000000 Penalty: 3429.001465
	Iteration 45Q: 3 clusters Score -3360767 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -3360780.250000 Penalty: 3429.001465
	Iteration 46Q: 3 clusters Score -3360780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -3360782.000000 Penalty: 3429.001465
	Iteration 47Q: 3 clusters Score -3360782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 37469 members 
Entering Unmasked Estep 
Score: -3360786.000000 Penalty: 3429.001465
	Iteration 48Q: 3 clusters Score -3360786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -3360786.250000 Penalty: 3429.001465
	Iteration 49Q: 3 clusters Score -3360786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -3360784.500000 Penalty: 3429.001465
	Iteration 50Q: 3 clusters Score -3360784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3360786.250000 Penalty: 3429.001465
	Iteration 51Q: 3 clusters Score -3360786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -3360786.250000 Penalty: 3429.001465
	Iteration 52F: 3 clusters Score -3360786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Entering Unmasked Estep 
Score: -923127.687500 Penalty: 1507.781128
	Iteration 0F: 2 clusters Score -923127.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -915489.687500 Penalty: 3015.562256
	Iteration 0F: 3 clusters Score -915489.7 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -918145.875000 Penalty: 3015.562256
	Iteration 1F: 3 clusters Score -918145.9 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -918594.500000 Penalty: 3015.562256
	Iteration 2F: 3 clusters Score -918594.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -919092.125000 Penalty: 3015.562256
	Iteration 3F: 3 clusters Score -919092.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -919574.875000 Penalty: 3015.562256
	Iteration 4F: 3 clusters Score -919574.9 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -919986.687500 Penalty: 3015.562256
	Iteration 5F: 3 clusters Score -919986.7 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -920325.125000 Penalty: 3015.562256
	Iteration 6F: 3 clusters Score -920325.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -920607.687500 Penalty: 3015.562256
	Iteration 7Q: 3 clusters Score -920607.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -920827.437500 Penalty: 3015.562256
	Iteration 8Q: 3 clusters Score -920827.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -920990.750000 Penalty: 3015.562256
	Iteration 9Q: 3 clusters Score -920990.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -921140.500000 Penalty: 3015.562256
	Iteration 10Q: 3 clusters Score -921140.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -921279.687500 Penalty: 3015.562256
	Iteration 11Q: 3 clusters Score -921279.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -921416.437500 Penalty: 3015.562256
	Iteration 12Q: 3 clusters Score -921416.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -921552.375000 Penalty: 3015.562256
	Iteration 13Q: 3 clusters Score -921552.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -921656.812500 Penalty: 3015.562256
	Iteration 14Q: 3 clusters Score -921656.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -921743.437500 Penalty: 3015.562256
	Iteration 15Q: 3 clusters Score -921743.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -921817.750000 Penalty: 3015.562256
	Iteration 16Q: 3 clusters Score -921817.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -921884.750000 Penalty: 3015.562256
	Iteration 17Q: 3 clusters Score -921884.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -921942.562500 Penalty: 3015.562256
	Iteration 18Q: 3 clusters Score -921942.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -921973.875000 Penalty: 3015.562256
	Iteration 19Q: 3 clusters Score -921973.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -922002.125000 Penalty: 3015.562256
	Iteration 20F: 3 clusters Score -922002.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -922020.062500 Penalty: 3015.562256
	Iteration 21Q: 3 clusters Score -922020.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -922024.687500 Penalty: 3015.562256
	Iteration 22Q: 3 clusters Score -922024.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -922027.187500 Penalty: 3015.562256
	Iteration 23Q: 3 clusters Score -922027.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -922031.312500 Penalty: 3015.562256
	Iteration 24Q: 3 clusters Score -922031.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -922033.250000 Penalty: 3015.562256
	Iteration 25Q: 3 clusters Score -922033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -922037.687500 Penalty: 3015.562256
	Iteration 26Q: 3 clusters Score -922037.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -922042.812500 Penalty: 3015.562256
	Iteration 27Q: 3 clusters Score -922042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -922049.312500 Penalty: 3015.562256
	Iteration 28Q: 3 clusters Score -922049.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -922054.750000 Penalty: 3015.562256
	Iteration 29Q: 3 clusters Score -922054.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -922053.687500 Penalty: 3015.562256
	Iteration 30Q: 3 clusters Score -922053.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -922054.562500 Penalty: 3015.562256
	Iteration 31Q: 3 clusters Score -922054.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -922058.375000 Penalty: 3015.562256
	Iteration 32Q: 3 clusters Score -922058.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -922060.125000 Penalty: 3015.562256
	Iteration 33Q: 3 clusters Score -922060.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -922061.625000 Penalty: 3015.562256
	Iteration 34Q: 3 clusters Score -922061.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -922061.625000 Penalty: 3015.562256
	Iteration 35F: 3 clusters Score -922061.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -110036.242188 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -110036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -108363.726562 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -108363.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -108694.921875 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -108694.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -108858.796875 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -108858.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -108987.789062 Penalty: 2339.166504
	Iteration 3F: 3 clusters Score -108987.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -109096.000000 Penalty: 2339.166504
	Iteration 4F: 3 clusters Score -109096 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -109194.554688 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -109194.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -109266.593750 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -109266.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -109318.570312 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -109318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -109366.265625 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -109366.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109385.718750 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -109385.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109398.468750 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -109398.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -109405.953125 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -109406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -109408.195312 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -109408.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -109410.859375 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -109410.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -109413.234375 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -109413.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -109416.117188 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -109416.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109418.500000 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -109418.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -109419.468750 Penalty: 2339.166504
	Iteration 17Q: 3 clusters Score -109419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -109420.343750 Penalty: 2339.166504
	Iteration 18Q: 3 clusters Score -109420.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -109421.687500 Penalty: 2339.166504
	Iteration 19Q: 3 clusters Score -109421.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -109422.390625 Penalty: 2339.166504
	Iteration 20F: 3 clusters Score -109422.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109422.937500 Penalty: 2339.166504
	Iteration 21Q: 3 clusters Score -109422.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -109422.937500 Penalty: 2339.166504
	Iteration 22F: 3 clusters Score -109422.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -93220.296875 Penalty: 1141.216064
	Iteration 0F: 2 clusters Score -93220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91673.398438 Penalty: 2282.432129
	Iteration 0F: 3 clusters Score -91673.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -91983.312500 Penalty: 2282.432129
	Iteration 1F: 3 clusters Score -91983.31 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92060.343750 Penalty: 2282.432129
	Iteration 2F: 3 clusters Score -92060.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92106.570312 Penalty: 2282.432129
	Iteration 3Q: 3 clusters Score -92106.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92135.851562 Penalty: 2282.432129
	Iteration 4Q: 3 clusters Score -92135.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92157.875000 Penalty: 2282.432129
	Iteration 5Q: 3 clusters Score -92157.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92172.742188 Penalty: 2282.432129
	Iteration 6Q: 3 clusters Score -92172.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92180.390625 Penalty: 2282.432129
	Iteration 7Q: 3 clusters Score -92180.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92186.125000 Penalty: 2282.432129
	Iteration 8Q: 3 clusters Score -92186.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92190.281250 Penalty: 2282.432129
	Iteration 9Q: 3 clusters Score -92190.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -92195.453125 Penalty: 2282.432129
	Iteration 10Q: 3 clusters Score -92195.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92197.546875 Penalty: 2282.432129
	Iteration 11Q: 3 clusters Score -92197.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92199.492188 Penalty: 2282.432129
	Iteration 12Q: 3 clusters Score -92199.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92203.187500 Penalty: 2282.432129
	Iteration 13Q: 3 clusters Score -92203.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92211.195312 Penalty: 2282.432129
	Iteration 14Q: 3 clusters Score -92211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92216.609375 Penalty: 2282.432129
	Iteration 15Q: 3 clusters Score -92216.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92222.695312 Penalty: 2282.432129
	Iteration 16Q: 3 clusters Score -92222.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92229.906250 Penalty: 2282.432129
	Iteration 17Q: 3 clusters Score -92229.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92234.937500 Penalty: 2282.432129
	Iteration 18Q: 3 clusters Score -92234.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92237.976562 Penalty: 2282.432129
	Iteration 19Q: 3 clusters Score -92237.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92243.085938 Penalty: 2282.432129
	Iteration 20F: 3 clusters Score -92243.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -92248.335938 Penalty: 2282.432129
	Iteration 21Q: 3 clusters Score -92248.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92256.109375 Penalty: 2282.432129
	Iteration 22Q: 3 clusters Score -92256.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92263.609375 Penalty: 2282.432129
	Iteration 23Q: 3 clusters Score -92263.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92272.382812 Penalty: 2282.432129
	Iteration 24Q: 3 clusters Score -92272.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92282.164062 Penalty: 2282.432129
	Iteration 25Q: 3 clusters Score -92282.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -92293.117188 Penalty: 2282.432129
	Iteration 26Q: 3 clusters Score -92293.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92311.968750 Penalty: 2282.432129
	Iteration 27Q: 3 clusters Score -92311.97 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -92330.851562 Penalty: 2282.432129
	Iteration 28Q: 3 clusters Score -92330.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92351.414062 Penalty: 2282.432129
	Iteration 29Q: 3 clusters Score -92351.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92370.203125 Penalty: 2282.432129
	Iteration 30Q: 3 clusters Score -92370.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92393.671875 Penalty: 2282.432129
	Iteration 31Q: 3 clusters Score -92393.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92406.382812 Penalty: 2282.432129
	Iteration 32Q: 3 clusters Score -92406.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -92422.015625 Penalty: 2282.432129
	Iteration 33Q: 3 clusters Score -92422.02 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92437.039062 Penalty: 2282.432129
	Iteration 34Q: 3 clusters Score -92437.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92458.421875 Penalty: 2282.432129
	Iteration 35Q: 3 clusters Score -92458.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -92475.671875 Penalty: 2282.432129
	Iteration 36Q: 3 clusters Score -92475.67 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92495.726562 Penalty: 2282.432129
	Iteration 37Q: 3 clusters Score -92495.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -92522.968750 Penalty: 2282.432129
	Iteration 38Q: 3 clusters Score -92522.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92551.750000 Penalty: 2282.432129
	Iteration 39Q: 3 clusters Score -92551.75 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92581.007812 Penalty: 2282.432129
	Iteration 40F: 3 clusters Score -92581.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92611.796875 Penalty: 2282.432129
	Iteration 41Q: 3 clusters Score -92611.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -92629.132812 Penalty: 2282.432129
	Iteration 42Q: 3 clusters Score -92629.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -92640.414062 Penalty: 2282.432129
	Iteration 43Q: 3 clusters Score -92640.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -92650.820312 Penalty: 2282.432129
	Iteration 44Q: 3 clusters Score -92650.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -92655.914062 Penalty: 2282.432129
	Iteration 45Q: 3 clusters Score -92655.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -92661.835938 Penalty: 2282.432129
	Iteration 46Q: 3 clusters Score -92661.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92664.148438 Penalty: 2282.432129
	Iteration 47Q: 3 clusters Score -92664.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -92664.148438 Penalty: 2282.432129
	Iteration 48F: 3 clusters Score -92664.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -268267.031250 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -268267 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 1622 members 
Entering Unmasked Estep 
Score: -265407.656250 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -265407.7 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -266085.156250 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -266085.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -266275.968750 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -266276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -266443.312500 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -266443.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -266571.437500 Penalty: 2621.925537
	Iteration 4Q: 3 clusters Score -266571.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -266718.218750 Penalty: 2621.925537
	Iteration 5Q: 3 clusters Score -266718.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -266896.062500 Penalty: 2621.925537
	Iteration 6F: 3 clusters Score -266896.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267052.531250 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -267052.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -267249.750000 Penalty: 2621.925537
	Iteration 8F: 3 clusters Score -267249.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -267416.656250 Penalty: 2621.925537
	Iteration 9F: 3 clusters Score -267416.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267577.031250 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -267577 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -267731.968750 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -267732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -267881.312500 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -267881.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -268019.906250 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -268019.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -268093.468750 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -268093.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -268130.093750 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -268130.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -268164.343750 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -268164.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -268200.281250 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -268200.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -268236.156250 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -268236.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -268264.625000 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -268264.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -268288.187500 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -268288.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -268307.031250 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -268307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -268321.250000 Penalty: 2621.925537
	Iteration 22Q: 3 clusters Score -268321.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -268330.687500 Penalty: 2621.925537
	Iteration 23Q: 3 clusters Score -268330.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -268336.906250 Penalty: 2621.925537
	Iteration 24Q: 3 clusters Score -268336.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -268338.968750 Penalty: 2621.925537
	Iteration 25Q: 3 clusters Score -268339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268339.500000 Penalty: 2621.925537
	Iteration 26Q: 3 clusters Score -268339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268339.500000 Penalty: 2621.925537
	Iteration 27F: 3 clusters Score -268339.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 1811 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5690 members 
Mstep: Class 44 contains 1378 members 
Entering Unmasked Estep 
Score: -40890412.000000 Penalty: 93619.296875
Splitting cluster 14 changes total score from -40891216.000000 to -40890412.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -166313.546875 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -166313.5 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 1022 members 
Entering Unmasked Estep 
Score: -164206.593750 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -164206.6 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164736.250000 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -164736.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -164919.390625 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -164919.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -165083.218750 Penalty: 2481.002441
	Iteration 3F: 3 clusters Score -165083.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -165223.562500 Penalty: 2481.002441
	Iteration 4F: 3 clusters Score -165223.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -165370.625000 Penalty: 2481.002441
	Iteration 5F: 3 clusters Score -165370.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -165501.343750 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -165501.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -165631.937500 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -165631.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -165725.421875 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -165725.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -165764.156250 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -165764.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -165787.468750 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -165787.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -165796.906250 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -165796.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -165801.187500 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -165801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -165805.468750 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -165805.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -165806.453125 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -165806.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165807.156250 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -165807.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165808.968750 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -165809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -165808.968750 Penalty: 2481.002441
	Iteration 17F: 3 clusters Score -165809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -440383.812500 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -440383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -436228.468750 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -436228.5 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -437501.281250 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -437501.3 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -437790.718750 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -437790.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -438072.875000 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -438072.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -438307.375000 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -438307.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -438587.218750 Penalty: 2784.995117
	Iteration 5F: 3 clusters Score -438587.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -438863.343750 Penalty: 2784.995117
	Iteration 6F: 3 clusters Score -438863.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -439098.843750 Penalty: 2784.995117
	Iteration 7F: 3 clusters Score -439098.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -439280.281250 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -439280.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -439414.375000 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -439414.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -439529.906250 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -439529.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -439651.750000 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -439651.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -439752.468750 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -439752.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -439840.562500 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -439840.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -439904.125000 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -439904.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -439968.843750 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -439968.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -440015.812500 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -440015.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -440055.187500 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -440055.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -440102.750000 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -440102.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -440147.343750 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -440147.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -440187.187500 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -440187.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -440210.593750 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -440210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -440220.875000 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -440220.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -440230.687500 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -440230.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -440246.437500 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -440246.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -440256.875000 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -440256.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -440265.000000 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -440265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -440269.875000 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -440269.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -440274.031250 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -440274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -440278.156250 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -440278.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -440279.406250 Penalty: 2784.995117
	Iteration 30Q: 3 clusters Score -440279.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -440282.375000 Penalty: 2784.995117
	Iteration 31Q: 3 clusters Score -440282.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -440282.625000 Penalty: 2784.995117
	Iteration 32Q: 3 clusters Score -440282.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -440284.281250 Penalty: 2784.995117
	Iteration 33Q: 3 clusters Score -440284.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -440284.875000 Penalty: 2784.995117
	Iteration 34Q: 3 clusters Score -440284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -440285.125000 Penalty: 2784.995117
	Iteration 35Q: 3 clusters Score -440285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -440285.156250 Penalty: 2784.995117
	Iteration 36Q: 3 clusters Score -440285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -440285.187500 Penalty: 2784.995117
	Iteration 37Q: 3 clusters Score -440285.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -440285.968750 Penalty: 2784.995117
	Iteration 38Q: 3 clusters Score -440286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -440286.375000 Penalty: 2784.995117
	Iteration 39Q: 3 clusters Score -440286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -440286.375000 Penalty: 2784.995117
	Iteration 40F: 3 clusters Score -440286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -258939.515625 Penalty: 1315.485229
	Iteration 0F: 2 clusters Score -258939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -256082.062500 Penalty: 2630.970459
	Iteration 0F: 3 clusters Score -256082.1 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -256950.437500 Penalty: 2630.970459
	Iteration 1F: 3 clusters Score -256950.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -257201.890625 Penalty: 2630.970459
	Iteration 2F: 3 clusters Score -257201.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -257356.593750 Penalty: 2630.970459
	Iteration 3F: 3 clusters Score -257356.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -257457.359375 Penalty: 2630.970459
	Iteration 4Q: 3 clusters Score -257457.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -257521.609375 Penalty: 2630.970459
	Iteration 5Q: 3 clusters Score -257521.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -257584.203125 Penalty: 2630.970459
	Iteration 6Q: 3 clusters Score -257584.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -257632.953125 Penalty: 2630.970459
	Iteration 7Q: 3 clusters Score -257633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257683.187500 Penalty: 2630.970459
	Iteration 8Q: 3 clusters Score -257683.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -257764.203125 Penalty: 2630.970459
	Iteration 9Q: 3 clusters Score -257764.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -257868.531250 Penalty: 2630.970459
	Iteration 10Q: 3 clusters Score -257868.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -257969.656250 Penalty: 2630.970459
	Iteration 11Q: 3 clusters Score -257969.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -258078.125000 Penalty: 2630.970459
	Iteration 12Q: 3 clusters Score -258078.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -258179.015625 Penalty: 2630.970459
	Iteration 13Q: 3 clusters Score -258179 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258254.953125 Penalty: 2630.970459
	Iteration 14Q: 3 clusters Score -258255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -258301.046875 Penalty: 2630.970459
	Iteration 15Q: 3 clusters Score -258301 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258330.046875 Penalty: 2630.970459
	Iteration 16Q: 3 clusters Score -258330 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -258347.718750 Penalty: 2630.970459
	Iteration 17Q: 3 clusters Score -258347.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -258356.296875 Penalty: 2630.970459
	Iteration 18Q: 3 clusters Score -258356.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -258360.765625 Penalty: 2630.970459
	Iteration 19Q: 3 clusters Score -258360.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -258363.531250 Penalty: 2630.970459
	Iteration 20F: 3 clusters Score -258363.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -258366.156250 Penalty: 2630.970459
	Iteration 21Q: 3 clusters Score -258366.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258370.265625 Penalty: 2630.970459
	Iteration 22Q: 3 clusters Score -258370.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -258373.156250 Penalty: 2630.970459
	Iteration 23Q: 3 clusters Score -258373.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -258375.062500 Penalty: 2630.970459
	Iteration 24Q: 3 clusters Score -258375.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -258376.703125 Penalty: 2630.970459
	Iteration 25Q: 3 clusters Score -258376.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -258378.640625 Penalty: 2630.970459
	Iteration 26Q: 3 clusters Score -258378.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -258379.750000 Penalty: 2630.970459
	Iteration 27Q: 3 clusters Score -258379.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -258381.921875 Penalty: 2630.970459
	Iteration 28Q: 3 clusters Score -258381.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -258382.984375 Penalty: 2630.970459
	Iteration 29Q: 3 clusters Score -258383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -258384.578125 Penalty: 2630.970459
	Iteration 30Q: 3 clusters Score -258384.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -258385.093750 Penalty: 2630.970459
	Iteration 31Q: 3 clusters Score -258385.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -258384.750000 Penalty: 2630.970459
	Iteration 32Q: 3 clusters Score -258384.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -258385.312500 Penalty: 2630.970459
	Iteration 33Q: 3 clusters Score -258385.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -258385.312500 Penalty: 2630.970459
	Iteration 34F: 3 clusters Score -258385.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -282070.843750 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -282070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -279115.156250 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -279115.2 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -279926.562500 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -279926.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -280217.906250 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -280217.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -280482.531250 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -280482.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -280734.562500 Penalty: 2635.595947
	Iteration 4F: 3 clusters Score -280734.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -280941.062500 Penalty: 2635.595947
	Iteration 5F: 3 clusters Score -280941.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281053.812500 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -281053.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -281112.406250 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -281112.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -281135.937500 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -281135.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -281147.687500 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -281147.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -281155.187500 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -281155.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -281159.312500 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -281159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -281161.843750 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -281161.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -281163.593750 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -281163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -281164.906250 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -281164.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -281165.687500 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -281165.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -281168.093750 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -281168.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -281170.250000 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -281170.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -281172.125000 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -281172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -281173.250000 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -281173.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -281175.375000 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -281175.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -281175.625000 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -281175.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -281176.375000 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -281176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -281177.343750 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -281177.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -281178.031250 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -281178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -281178.531250 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -281178.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -281179.562500 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -281179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -281180.500000 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -281180.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -281180.968750 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -281181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -281181.343750 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -281181.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -281181.625000 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -281181.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -281182.562500 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -281182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -281183.562500 Penalty: 2635.595947
	Iteration 32Q: 3 clusters Score -281183.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -281184.250000 Penalty: 2635.595947
	Iteration 33Q: 3 clusters Score -281184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281184.562500 Penalty: 2635.595947
	Iteration 34Q: 3 clusters Score -281184.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -281184.562500 Penalty: 2635.595947
	Iteration 35F: 3 clusters Score -281184.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -820295.562500 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -820295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -813549.625000 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -813549.6 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -815806.562500 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -815806.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -816183.250000 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -816183.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -816618.687500 Penalty: 2972.801514
	Iteration 3F: 3 clusters Score -816618.7 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -817201.687500 Penalty: 2972.801514
	Iteration 4F: 3 clusters Score -817201.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -817861.187500 Penalty: 2972.801514
	Iteration 5F: 3 clusters Score -817861.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -818393.937500 Penalty: 2972.801514
	Iteration 6F: 3 clusters Score -818393.9 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -818738.625000 Penalty: 2972.801514
	Iteration 7Q: 3 clusters Score -818738.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -818940.187500 Penalty: 2972.801514
	Iteration 8Q: 3 clusters Score -818940.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -819080.187500 Penalty: 2972.801514
	Iteration 9Q: 3 clusters Score -819080.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -819205.187500 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -819205.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -819285.812500 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -819285.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -819334.500000 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -819334.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -819381.812500 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -819381.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -819414.937500 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -819414.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -819436.312500 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -819436.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -819451.875000 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -819451.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -819469.250000 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -819469.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -819474.687500 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -819474.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -819487.687500 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -819487.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -819500.125000 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -819500.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -819507.750000 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -819507.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -819515.562500 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -819515.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -819525.750000 Penalty: 2972.801514
	Iteration 23Q: 3 clusters Score -819525.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -819541.000000 Penalty: 2972.801514
	Iteration 24Q: 3 clusters Score -819541 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -819549.625000 Penalty: 2972.801514
	Iteration 25Q: 3 clusters Score -819549.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -819564.687500 Penalty: 2972.801514
	Iteration 26Q: 3 clusters Score -819564.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -819582.437500 Penalty: 2972.801514
	Iteration 27Q: 3 clusters Score -819582.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -819600.125000 Penalty: 2972.801514
	Iteration 28Q: 3 clusters Score -819600.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -819616.062500 Penalty: 2972.801514
	Iteration 29Q: 3 clusters Score -819616.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -819629.625000 Penalty: 2972.801514
	Iteration 30Q: 3 clusters Score -819629.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -819641.562500 Penalty: 2972.801514
	Iteration 31Q: 3 clusters Score -819641.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -819645.062500 Penalty: 2972.801514
	Iteration 32Q: 3 clusters Score -819645.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -819651.187500 Penalty: 2972.801514
	Iteration 33Q: 3 clusters Score -819651.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -819653.000000 Penalty: 2972.801514
	Iteration 34Q: 3 clusters Score -819653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -819655.437500 Penalty: 2972.801514
	Iteration 35Q: 3 clusters Score -819655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -819656.562500 Penalty: 2972.801514
	Iteration 36Q: 3 clusters Score -819656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -819657.562500 Penalty: 2972.801514
	Iteration 37Q: 3 clusters Score -819657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -819663.437500 Penalty: 2972.801514
	Iteration 38Q: 3 clusters Score -819663.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -819665.812500 Penalty: 2972.801514
	Iteration 39Q: 3 clusters Score -819665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -819666.562500 Penalty: 2972.801514
	Iteration 40F: 3 clusters Score -819666.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -819671.687500 Penalty: 2972.801514
	Iteration 41Q: 3 clusters Score -819671.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -819678.500000 Penalty: 2972.801514
	Iteration 42Q: 3 clusters Score -819678.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -819682.312500 Penalty: 2972.801514
	Iteration 43Q: 3 clusters Score -819682.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -819686.062500 Penalty: 2972.801514
	Iteration 44Q: 3 clusters Score -819686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -819686.687500 Penalty: 2972.801514
	Iteration 45Q: 3 clusters Score -819686.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -819691.875000 Penalty: 2972.801514
	Iteration 46Q: 3 clusters Score -819691.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -819696.000000 Penalty: 2972.801514
	Iteration 47Q: 3 clusters Score -819696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -819699.312500 Penalty: 2972.801514
	Iteration 48Q: 3 clusters Score -819699.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -819700.500000 Penalty: 2972.801514
	Iteration 49Q: 3 clusters Score -819700.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -819704.687500 Penalty: 2972.801514
	Iteration 50Q: 3 clusters Score -819704.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -819705.812500 Penalty: 2972.801514
	Iteration 51Q: 3 clusters Score -819705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -819708.000000 Penalty: 2972.801514
	Iteration 52Q: 3 clusters Score -819708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -819712.312500 Penalty: 2972.801514
	Iteration 53Q: 3 clusters Score -819712.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -819715.187500 Penalty: 2972.801514
	Iteration 54Q: 3 clusters Score -819715.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -819714.625000 Penalty: 2972.801514
	Iteration 55Q: 3 clusters Score -819714.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -819716.937500 Penalty: 2972.801514
	Iteration 56Q: 3 clusters Score -819716.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -819721.250000 Penalty: 2972.801514
	Iteration 57Q: 3 clusters Score -819721.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -819724.375000 Penalty: 2972.801514
	Iteration 58Q: 3 clusters Score -819724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -819727.375000 Penalty: 2972.801514
	Iteration 59Q: 3 clusters Score -819727.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -819726.187500 Penalty: 2972.801514
	Iteration 60F: 3 clusters Score -819726.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -819727.000000 Penalty: 2972.801514
	Iteration 61Q: 3 clusters Score -819727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -819726.812500 Penalty: 2972.801514
	Iteration 62Q: 3 clusters Score -819726.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -819725.562500 Penalty: 2972.801514
	Iteration 63Q: 3 clusters Score -819725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -819727.062500 Penalty: 2972.801514
	Iteration 64Q: 3 clusters Score -819727.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -819726.312500 Penalty: 2972.801514
	Iteration 65Q: 3 clusters Score -819726.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -819725.500000 Penalty: 2972.801514
	Iteration 66Q: 3 clusters Score -819725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -819727.250000 Penalty: 2972.801514
	Iteration 67Q: 3 clusters Score -819727.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -819727.250000 Penalty: 2972.801514
	Iteration 68F: 3 clusters Score -819727.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Entering Unmasked Estep 
Score: -3929388.000000 Penalty: 1740.209351
	Iteration 0F: 2 clusters Score -3929388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -3899237.250000 Penalty: 3480.418701
	Iteration 0F: 3 clusters Score -3899237 nChanged 21003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -3911613.500000 Penalty: 3480.418701
	Iteration 1F: 3 clusters Score -3911614 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -3912364.250000 Penalty: 3480.418701
	Iteration 2Q: 3 clusters Score -3912364 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23688 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3913152.500000 Penalty: 3480.418701
	Iteration 3Q: 3 clusters Score -3913152 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3913986.250000 Penalty: 3480.418701
	Iteration 4Q: 3 clusters Score -3913986 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -3914906.250000 Penalty: 3480.418701
	Iteration 5Q: 3 clusters Score -3914906 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -3915870.500000 Penalty: 3480.418701
	Iteration 6Q: 3 clusters Score -3915870 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -3916978.000000 Penalty: 3480.418701
	Iteration 7Q: 3 clusters Score -3916978 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -3918089.500000 Penalty: 3480.418701
	Iteration 8Q: 3 clusters Score -3918090 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3919138.750000 Penalty: 3480.418701
	Iteration 9Q: 3 clusters Score -3919139 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -3919941.000000 Penalty: 3480.418701
	Iteration 10Q: 3 clusters Score -3919941 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 19578 members 
Entering Unmasked Estep 
Score: -3920518.750000 Penalty: 3480.418701
	Iteration 11Q: 3 clusters Score -3920519 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -3920854.250000 Penalty: 3480.418701
	Iteration 12Q: 3 clusters Score -3920854 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -3921072.250000 Penalty: 3480.418701
	Iteration 13Q: 3 clusters Score -3921072 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -3921238.750000 Penalty: 3480.418701
	Iteration 14Q: 3 clusters Score -3921239 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -3921388.000000 Penalty: 3480.418701
	Iteration 15Q: 3 clusters Score -3921388 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -3921516.000000 Penalty: 3480.418701
	Iteration 16Q: 3 clusters Score -3921516 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -3921646.750000 Penalty: 3480.418701
	Iteration 17Q: 3 clusters Score -3921647 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3921813.500000 Penalty: 3480.418701
	Iteration 18Q: 3 clusters Score -3921814 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3921982.500000 Penalty: 3480.418701
	Iteration 19Q: 3 clusters Score -3921982 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3922177.000000 Penalty: 3480.418701
	Iteration 20F: 3 clusters Score -3922177 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3922403.000000 Penalty: 3480.418701
	Iteration 21Q: 3 clusters Score -3922403 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -3922584.500000 Penalty: 3480.418701
	Iteration 22Q: 3 clusters Score -3922584 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -3922807.500000 Penalty: 3480.418701
	Iteration 23Q: 3 clusters Score -3922808 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -3923084.250000 Penalty: 3480.418701
	Iteration 24Q: 3 clusters Score -3923084 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -3923340.750000 Penalty: 3480.418701
	Iteration 25Q: 3 clusters Score -3923341 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -3923561.000000 Penalty: 3480.418701
	Iteration 26Q: 3 clusters Score -3923561 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -3923826.000000 Penalty: 3480.418701
	Iteration 27Q: 3 clusters Score -3923826 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -3924081.750000 Penalty: 3480.418701
	Iteration 28Q: 3 clusters Score -3924082 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3924341.250000 Penalty: 3480.418701
	Iteration 29Q: 3 clusters Score -3924341 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3924591.250000 Penalty: 3480.418701
	Iteration 30Q: 3 clusters Score -3924591 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -3924890.250000 Penalty: 3480.418701
	Iteration 31Q: 3 clusters Score -3924890 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -3925197.000000 Penalty: 3480.418701
	Iteration 32Q: 3 clusters Score -3925197 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3925487.750000 Penalty: 3480.418701
	Iteration 33Q: 3 clusters Score -3925488 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3925789.000000 Penalty: 3480.418701
	Iteration 34Q: 3 clusters Score -3925789 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -3926105.500000 Penalty: 3480.418701
	Iteration 35Q: 3 clusters Score -3926106 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -3926408.750000 Penalty: 3480.418701
	Iteration 36Q: 3 clusters Score -3926409 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -3926720.750000 Penalty: 3480.418701
	Iteration 37Q: 3 clusters Score -3926721 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3927032.000000 Penalty: 3480.418701
	Iteration 38Q: 3 clusters Score -3927032 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42026 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -3927319.750000 Penalty: 3480.418701
	Iteration 39Q: 3 clusters Score -3927320 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42312 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -3927589.500000 Penalty: 3480.418701
	Iteration 40F: 3 clusters Score -3927590 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3927781.750000 Penalty: 3480.418701
	Iteration 41Q: 3 clusters Score -3927782 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3927948.500000 Penalty: 3480.418701
	Iteration 42Q: 3 clusters Score -3927948 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -3928052.000000 Penalty: 3480.418701
	Iteration 43Q: 3 clusters Score -3928052 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3928111.500000 Penalty: 3480.418701
	Iteration 44Q: 3 clusters Score -3928112 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3928146.000000 Penalty: 3480.418701
	Iteration 45Q: 3 clusters Score -3928146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43066 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3928171.250000 Penalty: 3480.418701
	Iteration 46Q: 3 clusters Score -3928171 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43112 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -3928183.750000 Penalty: 3480.418701
	Iteration 47Q: 3 clusters Score -3928184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43135 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3928193.000000 Penalty: 3480.418701
	Iteration 48Q: 3 clusters Score -3928193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -3928199.250000 Penalty: 3480.418701
	Iteration 49Q: 3 clusters Score -3928199 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -3928212.250000 Penalty: 3480.418701
	Iteration 50Q: 3 clusters Score -3928212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3928213.500000 Penalty: 3480.418701
	Iteration 51Q: 3 clusters Score -3928214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43201 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3928215.750000 Penalty: 3480.418701
	Iteration 52Q: 3 clusters Score -3928216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3928226.000000 Penalty: 3480.418701
	Iteration 53Q: 3 clusters Score -3928226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43225 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3928225.750000 Penalty: 3480.418701
	Iteration 54Q: 3 clusters Score -3928226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43236 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3928229.750000 Penalty: 3480.418701
	Iteration 55Q: 3 clusters Score -3928230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -3928229.000000 Penalty: 3480.418701
	Iteration 56Q: 3 clusters Score -3928229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3928229.500000 Penalty: 3480.418701
	Iteration 57Q: 3 clusters Score -3928230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3928225.250000 Penalty: 3480.418701
	Iteration 58Q: 3 clusters Score -3928225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3928229.000000 Penalty: 3480.418701
	Iteration 59Q: 3 clusters Score -3928229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43258 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3928225.000000 Penalty: 3480.418701
	Iteration 60F: 3 clusters Score -3928225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43263 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -3928224.250000 Penalty: 3480.418701
	Iteration 61Q: 3 clusters Score -3928224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43267 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3928229.500000 Penalty: 3480.418701
	Iteration 62Q: 3 clusters Score -3928230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43272 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3928234.000000 Penalty: 3480.418701
	Iteration 63Q: 3 clusters Score -3928234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3928232.000000 Penalty: 3480.418701
	Iteration 64Q: 3 clusters Score -3928232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43275 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -3928231.000000 Penalty: 3480.418701
	Iteration 65Q: 3 clusters Score -3928231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43280 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3928232.750000 Penalty: 3480.418701
	Iteration 66Q: 3 clusters Score -3928233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43285 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -3928235.500000 Penalty: 3480.418701
	Iteration 67Q: 3 clusters Score -3928236 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -3928232.250000 Penalty: 3480.418701
	Iteration 68Q: 3 clusters Score -3928232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43295 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3928230.000000 Penalty: 3480.418701
	Iteration 69Q: 3 clusters Score -3928230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -3928231.250000 Penalty: 3480.418701
	Iteration 70Q: 3 clusters Score -3928231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43304 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -3928229.750000 Penalty: 3480.418701
	Iteration 71Q: 3 clusters Score -3928230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -3928237.250000 Penalty: 3480.418701
	Iteration 72Q: 3 clusters Score -3928237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3928236.500000 Penalty: 3480.418701
	Iteration 73Q: 3 clusters Score -3928236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3928237.250000 Penalty: 3480.418701
	Iteration 74Q: 3 clusters Score -3928237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3928236.500000 Penalty: 3480.418701
	Iteration 75Q: 3 clusters Score -3928236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3928236.500000 Penalty: 3480.418701
	Iteration 76F: 3 clusters Score -3928236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1114136.500000 Penalty: 1529.445801
	Iteration 0F: 2 clusters Score -1114136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1105577.500000 Penalty: 3058.891602
	Iteration 0F: 3 clusters Score -1105578 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1108514.500000 Penalty: 3058.891602
	Iteration 1F: 3 clusters Score -1108514 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1108742.875000 Penalty: 3058.891602
	Iteration 2F: 3 clusters Score -1108743 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1108907.875000 Penalty: 3058.891602
	Iteration 3Q: 3 clusters Score -1108908 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1109032.250000 Penalty: 3058.891602
	Iteration 4Q: 3 clusters Score -1109032 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1109140.375000 Penalty: 3058.891602
	Iteration 5Q: 3 clusters Score -1109140 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1109246.875000 Penalty: 3058.891602
	Iteration 6Q: 3 clusters Score -1109247 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1109351.500000 Penalty: 3058.891602
	Iteration 7Q: 3 clusters Score -1109352 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1109473.375000 Penalty: 3058.891602
	Iteration 8Q: 3 clusters Score -1109473 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1109626.000000 Penalty: 3058.891602
	Iteration 9Q: 3 clusters Score -1109626 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1109815.625000 Penalty: 3058.891602
	Iteration 10Q: 3 clusters Score -1109816 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1110041.500000 Penalty: 3058.891602
	Iteration 11Q: 3 clusters Score -1110042 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1110315.750000 Penalty: 3058.891602
	Iteration 12Q: 3 clusters Score -1110316 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1110643.250000 Penalty: 3058.891602
	Iteration 13Q: 3 clusters Score -1110643 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1111033.125000 Penalty: 3058.891602
	Iteration 14Q: 3 clusters Score -1111033 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1111430.125000 Penalty: 3058.891602
	Iteration 15Q: 3 clusters Score -1111430 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1111846.000000 Penalty: 3058.891602
	Iteration 16Q: 3 clusters Score -1111846 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1112210.625000 Penalty: 3058.891602
	Iteration 17Q: 3 clusters Score -1112211 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1112487.625000 Penalty: 3058.891602
	Iteration 18Q: 3 clusters Score -1112488 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1112638.125000 Penalty: 3058.891602
	Iteration 19Q: 3 clusters Score -1112638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1112721.625000 Penalty: 3058.891602
	Iteration 20F: 3 clusters Score -1112722 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1112782.000000 Penalty: 3058.891602
	Iteration 21Q: 3 clusters Score -1112782 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1112818.000000 Penalty: 3058.891602
	Iteration 22Q: 3 clusters Score -1112818 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -1112838.000000 Penalty: 3058.891602
	Iteration 23Q: 3 clusters Score -1112838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1112853.000000 Penalty: 3058.891602
	Iteration 24Q: 3 clusters Score -1112853 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1112860.000000 Penalty: 3058.891602
	Iteration 25Q: 3 clusters Score -1112860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -1112864.000000 Penalty: 3058.891602
	Iteration 26Q: 3 clusters Score -1112864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1112869.500000 Penalty: 3058.891602
	Iteration 27Q: 3 clusters Score -1112870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1112872.625000 Penalty: 3058.891602
	Iteration 28Q: 3 clusters Score -1112873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1112879.250000 Penalty: 3058.891602
	Iteration 29Q: 3 clusters Score -1112879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1112886.750000 Penalty: 3058.891602
	Iteration 30Q: 3 clusters Score -1112887 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -1112888.875000 Penalty: 3058.891602
	Iteration 31Q: 3 clusters Score -1112889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1112890.750000 Penalty: 3058.891602
	Iteration 32Q: 3 clusters Score -1112891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1112892.000000 Penalty: 3058.891602
	Iteration 33Q: 3 clusters Score -1112892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1112893.000000 Penalty: 3058.891602
	Iteration 34Q: 3 clusters Score -1112893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1112893.000000 Penalty: 3058.891602
	Iteration 35F: 3 clusters Score -1112893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Entering Unmasked Estep 
Score: -9597414.000000 Penalty: 1886.565552
	Iteration 0F: 2 clusters Score -9597414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 54855 members 
Entering Unmasked Estep 
Score: -9523589.000000 Penalty: 3773.131104
	Iteration 0F: 3 clusters Score -9523589 nChanged 52702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -9554317.000000 Penalty: 3773.131104
	Iteration 1F: 3 clusters Score -9554317 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -9555319.000000 Penalty: 3773.131104
	Iteration 2Q: 3 clusters Score -9555319 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 47240 members 
Entering Unmasked Estep 
Score: -9556889.000000 Penalty: 3773.131104
	Iteration 3Q: 3 clusters Score -9556889 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -9559454.000000 Penalty: 3773.131104
	Iteration 4Q: 3 clusters Score -9559454 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -9563724.000000 Penalty: 3773.131104
	Iteration 5F: 3 clusters Score -9563724 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81706 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -9570226.000000 Penalty: 3773.131104
	Iteration 6F: 3 clusters Score -9570226 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90723 members 
Mstep: Class 2 contains 19431 members 
Entering Unmasked Estep 
Score: -9578489.000000 Penalty: 3773.131104
	Iteration 7F: 3 clusters Score -9578489 nChanged 7919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98564 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -9585798.000000 Penalty: 3773.131104
	Iteration 8F: 3 clusters Score -9585798 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -9590846.000000 Penalty: 3773.131104
	Iteration 9Q: 3 clusters Score -9590846 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106490 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -9593371.000000 Penalty: 3773.131104
	Iteration 10Q: 3 clusters Score -9593371 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107741 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9594730.000000 Penalty: 3773.131104
	Iteration 11Q: 3 clusters Score -9594730 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108279 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9595329.000000 Penalty: 3773.131104
	Iteration 12Q: 3 clusters Score -9595329 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108517 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -9595639.000000 Penalty: 3773.131104
	Iteration 13Q: 3 clusters Score -9595639 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -9595810.000000 Penalty: 3773.131104
	Iteration 14Q: 3 clusters Score -9595810 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108742 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -9595923.000000 Penalty: 3773.131104
	Iteration 15Q: 3 clusters Score -9595923 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108800 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9595986.000000 Penalty: 3773.131104
	Iteration 16Q: 3 clusters Score -9595986 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108833 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -9596020.000000 Penalty: 3773.131104
	Iteration 17Q: 3 clusters Score -9596020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108856 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -9596057.000000 Penalty: 3773.131104
	Iteration 18Q: 3 clusters Score -9596057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108870 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -9596097.000000 Penalty: 3773.131104
	Iteration 19Q: 3 clusters Score -9596097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108877 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -9596117.000000 Penalty: 3773.131104
	Iteration 20F: 3 clusters Score -9596117 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108878 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -9596126.000000 Penalty: 3773.131104
	Iteration 21Q: 3 clusters Score -9596126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9596129.000000 Penalty: 3773.131104
	Iteration 22Q: 3 clusters Score -9596129 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108889 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -9596131.000000 Penalty: 3773.131104
	Iteration 23Q: 3 clusters Score -9596131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108893 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -9596136.000000 Penalty: 3773.131104
	Iteration 24Q: 3 clusters Score -9596136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9596136.000000 Penalty: 3773.131104
	Iteration 25Q: 3 clusters Score -9596136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9596144.000000 Penalty: 3773.131104
	Iteration 26Q: 3 clusters Score -9596144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9596162.000000 Penalty: 3773.131104
	Iteration 27Q: 3 clusters Score -9596162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108904 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -9596168.000000 Penalty: 3773.131104
	Iteration 28Q: 3 clusters Score -9596168 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108899 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -9596158.000000 Penalty: 3773.131104
	Iteration 29Q: 3 clusters Score -9596158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9596164.000000 Penalty: 3773.131104
	Iteration 30Q: 3 clusters Score -9596164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108894 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -9596170.000000 Penalty: 3773.131104
	Iteration 31Q: 3 clusters Score -9596170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108895 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9596180.000000 Penalty: 3773.131104
	Iteration 32Q: 3 clusters Score -9596180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108897 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -9596184.000000 Penalty: 3773.131104
	Iteration 33Q: 3 clusters Score -9596184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108898 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9596193.000000 Penalty: 3773.131104
	Iteration 34Q: 3 clusters Score -9596193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9596186.000000 Penalty: 3773.131104
	Iteration 35Q: 3 clusters Score -9596186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9596174.000000 Penalty: 3773.131104
	Iteration 36Q: 3 clusters Score -9596174 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9596180.000000 Penalty: 3773.131104
	Iteration 37Q: 3 clusters Score -9596180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108900 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -9596179.000000 Penalty: 3773.131104
	Iteration 38Q: 3 clusters Score -9596179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9596178.000000 Penalty: 3773.131104
	Iteration 39Q: 3 clusters Score -9596178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -9596178.000000 Penalty: 3773.131104
	Iteration 40F: 3 clusters Score -9596178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Entering Unmasked Estep 
Score: -1171392.000000 Penalty: 1540.745728
	Iteration 0F: 2 clusters Score -1171392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1162254.250000 Penalty: 3081.491455
	Iteration 0F: 3 clusters Score -1162254 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1165703.875000 Penalty: 3081.491455
	Iteration 1F: 3 clusters Score -1165704 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1166165.625000 Penalty: 3081.491455
	Iteration 2F: 3 clusters Score -1166166 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1166668.250000 Penalty: 3081.491455
	Iteration 3F: 3 clusters Score -1166668 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1167205.125000 Penalty: 3081.491455
	Iteration 4F: 3 clusters Score -1167205 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1167692.500000 Penalty: 3081.491455
	Iteration 5F: 3 clusters Score -1167692 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1168142.750000 Penalty: 3081.491455
	Iteration 6F: 3 clusters Score -1168143 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1168508.125000 Penalty: 3081.491455
	Iteration 7Q: 3 clusters Score -1168508 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1168792.125000 Penalty: 3081.491455
	Iteration 8Q: 3 clusters Score -1168792 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1169052.000000 Penalty: 3081.491455
	Iteration 9Q: 3 clusters Score -1169052 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1169265.875000 Penalty: 3081.491455
	Iteration 10Q: 3 clusters Score -1169266 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1169464.375000 Penalty: 3081.491455
	Iteration 11Q: 3 clusters Score -1169464 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1169644.250000 Penalty: 3081.491455
	Iteration 12Q: 3 clusters Score -1169644 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1169791.750000 Penalty: 3081.491455
	Iteration 13Q: 3 clusters Score -1169792 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1169912.125000 Penalty: 3081.491455
	Iteration 14Q: 3 clusters Score -1169912 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1170034.000000 Penalty: 3081.491455
	Iteration 15Q: 3 clusters Score -1170034 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1170150.750000 Penalty: 3081.491455
	Iteration 16Q: 3 clusters Score -1170151 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1170269.125000 Penalty: 3081.491455
	Iteration 17Q: 3 clusters Score -1170269 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1170356.250000 Penalty: 3081.491455
	Iteration 18Q: 3 clusters Score -1170356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1170416.500000 Penalty: 3081.491455
	Iteration 19Q: 3 clusters Score -1170416 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1170453.125000 Penalty: 3081.491455
	Iteration 20F: 3 clusters Score -1170453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1170475.375000 Penalty: 3081.491455
	Iteration 21Q: 3 clusters Score -1170475 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1170490.125000 Penalty: 3081.491455
	Iteration 22Q: 3 clusters Score -1170490 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1170506.375000 Penalty: 3081.491455
	Iteration 23Q: 3 clusters Score -1170506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1170517.000000 Penalty: 3081.491455
	Iteration 24Q: 3 clusters Score -1170517 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1170524.375000 Penalty: 3081.491455
	Iteration 25Q: 3 clusters Score -1170524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1170527.500000 Penalty: 3081.491455
	Iteration 26Q: 3 clusters Score -1170528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1170533.625000 Penalty: 3081.491455
	Iteration 27Q: 3 clusters Score -1170534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1170538.125000 Penalty: 3081.491455
	Iteration 28Q: 3 clusters Score -1170538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1170540.625000 Penalty: 3081.491455
	Iteration 29Q: 3 clusters Score -1170541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -1170544.500000 Penalty: 3081.491455
	Iteration 30Q: 3 clusters Score -1170544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1170551.875000 Penalty: 3081.491455
	Iteration 31Q: 3 clusters Score -1170552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1170555.625000 Penalty: 3081.491455
	Iteration 32Q: 3 clusters Score -1170556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1170557.875000 Penalty: 3081.491455
	Iteration 33Q: 3 clusters Score -1170558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1170566.500000 Penalty: 3081.491455
	Iteration 34Q: 3 clusters Score -1170566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1170571.750000 Penalty: 3081.491455
	Iteration 35Q: 3 clusters Score -1170572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1170575.375000 Penalty: 3081.491455
	Iteration 36Q: 3 clusters Score -1170575 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -1170579.750000 Penalty: 3081.491455
	Iteration 37Q: 3 clusters Score -1170580 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1170588.375000 Penalty: 3081.491455
	Iteration 38Q: 3 clusters Score -1170588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1170592.125000 Penalty: 3081.491455
	Iteration 39Q: 3 clusters Score -1170592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1170596.750000 Penalty: 3081.491455
	Iteration 40F: 3 clusters Score -1170597 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1170603.125000 Penalty: 3081.491455
	Iteration 41Q: 3 clusters Score -1170603 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1170615.500000 Penalty: 3081.491455
	Iteration 42Q: 3 clusters Score -1170616 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1170617.125000 Penalty: 3081.491455
	Iteration 43Q: 3 clusters Score -1170617 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1170624.625000 Penalty: 3081.491455
	Iteration 44Q: 3 clusters Score -1170625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1170629.875000 Penalty: 3081.491455
	Iteration 45Q: 3 clusters Score -1170630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1170634.250000 Penalty: 3081.491455
	Iteration 46Q: 3 clusters Score -1170634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1170643.375000 Penalty: 3081.491455
	Iteration 47Q: 3 clusters Score -1170643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1170649.375000 Penalty: 3081.491455
	Iteration 48Q: 3 clusters Score -1170649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -1170652.250000 Penalty: 3081.491455
	Iteration 49Q: 3 clusters Score -1170652 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1170656.875000 Penalty: 3081.491455
	Iteration 50Q: 3 clusters Score -1170657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -1170660.750000 Penalty: 3081.491455
	Iteration 51Q: 3 clusters Score -1170661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -1170664.875000 Penalty: 3081.491455
	Iteration 52Q: 3 clusters Score -1170665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1170662.000000 Penalty: 3081.491455
	Iteration 53Q: 3 clusters Score -1170662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1170663.500000 Penalty: 3081.491455
	Iteration 54Q: 3 clusters Score -1170664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1170663.375000 Penalty: 3081.491455
	Iteration 55Q: 3 clusters Score -1170663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1170664.375000 Penalty: 3081.491455
	Iteration 56Q: 3 clusters Score -1170664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1170662.375000 Penalty: 3081.491455
	Iteration 57Q: 3 clusters Score -1170662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1170663.125000 Penalty: 3081.491455
	Iteration 58Q: 3 clusters Score -1170663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1170662.875000 Penalty: 3081.491455
	Iteration 59Q: 3 clusters Score -1170663 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1170662.875000 Penalty: 3081.491455
	Iteration 60F: 3 clusters Score -1170663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1170666.500000 Penalty: 3081.491455
	Iteration 61Q: 3 clusters Score -1170666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1170664.750000 Penalty: 3081.491455
	Iteration 62Q: 3 clusters Score -1170665 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1170665.625000 Penalty: 3081.491455
	Iteration 63Q: 3 clusters Score -1170666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1170665.250000 Penalty: 3081.491455
	Iteration 64Q: 3 clusters Score -1170665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1170668.000000 Penalty: 3081.491455
	Iteration 65Q: 3 clusters Score -1170668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -1170669.625000 Penalty: 3081.491455
	Iteration 66Q: 3 clusters Score -1170670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1170670.500000 Penalty: 3081.491455
	Iteration 67Q: 3 clusters Score -1170670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1170670.500000 Penalty: 3081.491455
	Iteration 68F: 3 clusters Score -1170670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -549701.812500 Penalty: 1420.408691
	Iteration 0F: 2 clusters Score -549701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -544964.687500 Penalty: 2840.817383
	Iteration 0F: 3 clusters Score -544964.7 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -546361.500000 Penalty: 2840.817383
	Iteration 1F: 3 clusters Score -546361.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -546604.250000 Penalty: 2840.817383
	Iteration 2F: 3 clusters Score -546604.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -546791.500000 Penalty: 2840.817383
	Iteration 3F: 3 clusters Score -546791.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -546966.125000 Penalty: 2840.817383
	Iteration 4Q: 3 clusters Score -546966.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -547134.625000 Penalty: 2840.817383
	Iteration 5Q: 3 clusters Score -547134.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -547300.812500 Penalty: 2840.817383
	Iteration 6Q: 3 clusters Score -547300.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -547475.750000 Penalty: 2840.817383
	Iteration 7Q: 3 clusters Score -547475.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -547671.875000 Penalty: 2840.817383
	Iteration 8Q: 3 clusters Score -547671.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -547831.000000 Penalty: 2840.817383
	Iteration 9Q: 3 clusters Score -547831 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -547953.375000 Penalty: 2840.817383
	Iteration 10Q: 3 clusters Score -547953.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -548032.187500 Penalty: 2840.817383
	Iteration 11Q: 3 clusters Score -548032.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -548099.562500 Penalty: 2840.817383
	Iteration 12Q: 3 clusters Score -548099.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -548152.875000 Penalty: 2840.817383
	Iteration 13Q: 3 clusters Score -548152.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -548204.437500 Penalty: 2840.817383
	Iteration 14Q: 3 clusters Score -548204.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -548244.500000 Penalty: 2840.817383
	Iteration 15Q: 3 clusters Score -548244.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -548278.437500 Penalty: 2840.817383
	Iteration 16Q: 3 clusters Score -548278.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -548322.750000 Penalty: 2840.817383
	Iteration 17Q: 3 clusters Score -548322.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -548362.687500 Penalty: 2840.817383
	Iteration 18Q: 3 clusters Score -548362.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -548392.500000 Penalty: 2840.817383
	Iteration 19Q: 3 clusters Score -548392.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -548412.062500 Penalty: 2840.817383
	Iteration 20F: 3 clusters Score -548412.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -548430.125000 Penalty: 2840.817383
	Iteration 21Q: 3 clusters Score -548430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -548439.375000 Penalty: 2840.817383
	Iteration 22Q: 3 clusters Score -548439.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -548447.875000 Penalty: 2840.817383
	Iteration 23Q: 3 clusters Score -548447.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -548452.687500 Penalty: 2840.817383
	Iteration 24Q: 3 clusters Score -548452.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -548456.062500 Penalty: 2840.817383
	Iteration 25Q: 3 clusters Score -548456.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -548459.000000 Penalty: 2840.817383
	Iteration 26Q: 3 clusters Score -548459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -548461.437500 Penalty: 2840.817383
	Iteration 27Q: 3 clusters Score -548461.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -548462.437500 Penalty: 2840.817383
	Iteration 28Q: 3 clusters Score -548462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -548463.125000 Penalty: 2840.817383
	Iteration 29Q: 3 clusters Score -548463.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -548463.375000 Penalty: 2840.817383
	Iteration 30Q: 3 clusters Score -548463.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -548465.187500 Penalty: 2840.817383
	Iteration 31Q: 3 clusters Score -548465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -548465.000000 Penalty: 2840.817383
	Iteration 32Q: 3 clusters Score -548465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -548466.500000 Penalty: 2840.817383
	Iteration 33Q: 3 clusters Score -548466.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -548466.187500 Penalty: 2840.817383
	Iteration 34Q: 3 clusters Score -548466.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -548466.187500 Penalty: 2840.817383
	Iteration 35F: 3 clusters Score -548466.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -256231.015625 Penalty: 1299.237305
	Iteration 0F: 2 clusters Score -256231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -253532.296875 Penalty: 2598.474609
	Iteration 0F: 3 clusters Score -253532.3 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -254196.140625 Penalty: 2598.474609
	Iteration 1F: 3 clusters Score -254196.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -254355.593750 Penalty: 2598.474609
	Iteration 2F: 3 clusters Score -254355.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254449.562500 Penalty: 2598.474609
	Iteration 3F: 3 clusters Score -254449.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -254524.906250 Penalty: 2598.474609
	Iteration 4Q: 3 clusters Score -254524.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -254589.437500 Penalty: 2598.474609
	Iteration 5Q: 3 clusters Score -254589.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -254648.281250 Penalty: 2598.474609
	Iteration 6Q: 3 clusters Score -254648.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -254692.265625 Penalty: 2598.474609
	Iteration 7Q: 3 clusters Score -254692.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -254748.546875 Penalty: 2598.474609
	Iteration 8Q: 3 clusters Score -254748.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -254832.781250 Penalty: 2598.474609
	Iteration 9Q: 3 clusters Score -254832.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -254939.531250 Penalty: 2598.474609
	Iteration 10Q: 3 clusters Score -254939.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -255051.234375 Penalty: 2598.474609
	Iteration 11Q: 3 clusters Score -255051.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -255146.937500 Penalty: 2598.474609
	Iteration 12Q: 3 clusters Score -255146.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -255222.265625 Penalty: 2598.474609
	Iteration 13Q: 3 clusters Score -255222.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -255284.187500 Penalty: 2598.474609
	Iteration 14Q: 3 clusters Score -255284.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -255337.203125 Penalty: 2598.474609
	Iteration 15Q: 3 clusters Score -255337.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -255380.515625 Penalty: 2598.474609
	Iteration 16Q: 3 clusters Score -255380.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -255421.031250 Penalty: 2598.474609
	Iteration 17Q: 3 clusters Score -255421 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -255454.281250 Penalty: 2598.474609
	Iteration 18Q: 3 clusters Score -255454.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -255485.296875 Penalty: 2598.474609
	Iteration 19Q: 3 clusters Score -255485.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -255514.109375 Penalty: 2598.474609
	Iteration 20F: 3 clusters Score -255514.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -255529.062500 Penalty: 2598.474609
	Iteration 21Q: 3 clusters Score -255529.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -255541.500000 Penalty: 2598.474609
	Iteration 22Q: 3 clusters Score -255541.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -255548.328125 Penalty: 2598.474609
	Iteration 23Q: 3 clusters Score -255548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -255555.265625 Penalty: 2598.474609
	Iteration 24Q: 3 clusters Score -255555.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -255564.578125 Penalty: 2598.474609
	Iteration 25Q: 3 clusters Score -255564.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -255570.609375 Penalty: 2598.474609
	Iteration 26Q: 3 clusters Score -255570.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255580.437500 Penalty: 2598.474609
	Iteration 27Q: 3 clusters Score -255580.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -255589.203125 Penalty: 2598.474609
	Iteration 28Q: 3 clusters Score -255589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -255594.062500 Penalty: 2598.474609
	Iteration 29Q: 3 clusters Score -255594.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -255601.359375 Penalty: 2598.474609
	Iteration 30Q: 3 clusters Score -255601.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -255607.218750 Penalty: 2598.474609
	Iteration 31Q: 3 clusters Score -255607.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -255609.453125 Penalty: 2598.474609
	Iteration 32Q: 3 clusters Score -255609.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -255611.468750 Penalty: 2598.474609
	Iteration 33Q: 3 clusters Score -255611.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -255613.296875 Penalty: 2598.474609
	Iteration 34Q: 3 clusters Score -255613.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -255615.953125 Penalty: 2598.474609
	Iteration 35Q: 3 clusters Score -255616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -255618.093750 Penalty: 2598.474609
	Iteration 36Q: 3 clusters Score -255618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -255618.531250 Penalty: 2598.474609
	Iteration 37Q: 3 clusters Score -255618.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -255618.531250 Penalty: 2598.474609
	Iteration 38F: 3 clusters Score -255618.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130711.375000 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -128856.062500 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128856.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -129229.531250 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129229.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129362.984375 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129363 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -129474.437500 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129474.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -129574.734375 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129574.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -129656.117188 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129656.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -129720.390625 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129720.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -129775.125000 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129775.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -129809.445312 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129809.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -129838.195312 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129838.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -129865.320312 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129865.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -129896.406250 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129896.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -129921.976562 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -129948.414062 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -129948.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129974.515625 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -129974.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -129999.593750 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -129999.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -130017.640625 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -130032.773438 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130032.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -130041.921875 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130041.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -130056.359375 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -130056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -130084.984375 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -130119.687500 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -130119.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -130140.820312 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -130140.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130175.054688 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -130175.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -130208.492188 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -130208.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -130226.171875 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -130226.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -130240.140625 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -130240.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -130251.117188 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -130251.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -130256.804688 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -130256.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -130263.843750 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -130263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -130279.320312 Penalty: 2401.809082
	Iteration 30Q: 3 clusters Score -130279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -130293.789062 Penalty: 2401.809082
	Iteration 31Q: 3 clusters Score -130293.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -130309.914062 Penalty: 2401.809082
	Iteration 32Q: 3 clusters Score -130309.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -130322.250000 Penalty: 2401.809082
	Iteration 33Q: 3 clusters Score -130322.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -130331.164062 Penalty: 2401.809082
	Iteration 34Q: 3 clusters Score -130331.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -130334.320312 Penalty: 2401.809082
	Iteration 35Q: 3 clusters Score -130334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -130335.890625 Penalty: 2401.809082
	Iteration 36Q: 3 clusters Score -130335.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -130338.625000 Penalty: 2401.809082
	Iteration 37Q: 3 clusters Score -130338.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -130345.078125 Penalty: 2401.809082
	Iteration 38Q: 3 clusters Score -130345.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -130351.710938 Penalty: 2401.809082
	Iteration 39Q: 3 clusters Score -130351.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -130355.203125 Penalty: 2401.809082
	Iteration 40F: 3 clusters Score -130355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130355.687500 Penalty: 2401.809082
	Iteration 41Q: 3 clusters Score -130355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -130355.687500 Penalty: 2401.809082
	Iteration 42F: 3 clusters Score -130355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -23442.214844 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -23442.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -22516.419922 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -22516.42 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -22643.783203 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -22643.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22670.175781 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -22670.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -22686.841797 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -22686.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22689.429688 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -22689.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22689.429688 Penalty: 1890.561035
	Iteration 5F: 3 clusters Score -22689.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Entering Unmasked Estep 
Score: -725225.875000 Penalty: 1467.844116
	Iteration 0F: 2 clusters Score -725225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -719114.812500 Penalty: 2935.688232
	Iteration 0F: 3 clusters Score -719114.8 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -721041.687500 Penalty: 2935.688232
	Iteration 1F: 3 clusters Score -721041.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -721269.062500 Penalty: 2935.688232
	Iteration 2F: 3 clusters Score -721269.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -721430.187500 Penalty: 2935.688232
	Iteration 3Q: 3 clusters Score -721430.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -721566.375000 Penalty: 2935.688232
	Iteration 4Q: 3 clusters Score -721566.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -721689.312500 Penalty: 2935.688232
	Iteration 5Q: 3 clusters Score -721689.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -721825.812500 Penalty: 2935.688232
	Iteration 6Q: 3 clusters Score -721825.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -721988.687500 Penalty: 2935.688232
	Iteration 7Q: 3 clusters Score -721988.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -722205.750000 Penalty: 2935.688232
	Iteration 8Q: 3 clusters Score -722205.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -722455.000000 Penalty: 2935.688232
	Iteration 9Q: 3 clusters Score -722455 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -722768.500000 Penalty: 2935.688232
	Iteration 10Q: 3 clusters Score -722768.5 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -723106.187500 Penalty: 2935.688232
	Iteration 11Q: 3 clusters Score -723106.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -723425.250000 Penalty: 2935.688232
	Iteration 12Q: 3 clusters Score -723425.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -723659.687500 Penalty: 2935.688232
	Iteration 13Q: 3 clusters Score -723659.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -723818.000000 Penalty: 2935.688232
	Iteration 14Q: 3 clusters Score -723818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -723918.125000 Penalty: 2935.688232
	Iteration 15Q: 3 clusters Score -723918.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -724009.687500 Penalty: 2935.688232
	Iteration 16Q: 3 clusters Score -724009.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -724073.812500 Penalty: 2935.688232
	Iteration 17Q: 3 clusters Score -724073.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -724102.687500 Penalty: 2935.688232
	Iteration 18Q: 3 clusters Score -724102.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -724129.062500 Penalty: 2935.688232
	Iteration 19Q: 3 clusters Score -724129.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -724148.000000 Penalty: 2935.688232
	Iteration 20F: 3 clusters Score -724148 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -724161.375000 Penalty: 2935.688232
	Iteration 21Q: 3 clusters Score -724161.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -724170.062500 Penalty: 2935.688232
	Iteration 22Q: 3 clusters Score -724170.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -724175.375000 Penalty: 2935.688232
	Iteration 23Q: 3 clusters Score -724175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -724180.312500 Penalty: 2935.688232
	Iteration 24Q: 3 clusters Score -724180.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -724187.250000 Penalty: 2935.688232
	Iteration 25Q: 3 clusters Score -724187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -724190.812500 Penalty: 2935.688232
	Iteration 26Q: 3 clusters Score -724190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -724200.000000 Penalty: 2935.688232
	Iteration 27Q: 3 clusters Score -724200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -724202.812500 Penalty: 2935.688232
	Iteration 28Q: 3 clusters Score -724202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -724203.562500 Penalty: 2935.688232
	Iteration 29Q: 3 clusters Score -724203.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -724205.000000 Penalty: 2935.688232
	Iteration 30Q: 3 clusters Score -724205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -724207.125000 Penalty: 2935.688232
	Iteration 31Q: 3 clusters Score -724207.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -724212.500000 Penalty: 2935.688232
	Iteration 32Q: 3 clusters Score -724212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -724214.000000 Penalty: 2935.688232
	Iteration 33Q: 3 clusters Score -724214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -724214.187500 Penalty: 2935.688232
	Iteration 34Q: 3 clusters Score -724214.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -724214.187500 Penalty: 2935.688232
	Iteration 35F: 3 clusters Score -724214.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Entering Unmasked Estep 
Score: -1931922.750000 Penalty: 1626.187378
	Iteration 0F: 2 clusters Score -1931923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -1916832.250000 Penalty: 3252.374756
	Iteration 0F: 3 clusters Score -1916832 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -1922404.250000 Penalty: 3252.374756
	Iteration 1F: 3 clusters Score -1922404 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1922900.500000 Penalty: 3252.374756
	Iteration 2F: 3 clusters Score -1922900 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1923384.000000 Penalty: 3252.374756
	Iteration 3F: 3 clusters Score -1923384 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1923945.875000 Penalty: 3252.374756
	Iteration 4F: 3 clusters Score -1923946 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -1924638.250000 Penalty: 3252.374756
	Iteration 5F: 3 clusters Score -1924638 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1925440.625000 Penalty: 3252.374756
	Iteration 6F: 3 clusters Score -1925441 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1926437.750000 Penalty: 3252.374756
	Iteration 7F: 3 clusters Score -1926438 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -1927367.375000 Penalty: 3252.374756
	Iteration 8F: 3 clusters Score -1927367 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1928064.250000 Penalty: 3252.374756
	Iteration 9Q: 3 clusters Score -1928064 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1928448.875000 Penalty: 3252.374756
	Iteration 10Q: 3 clusters Score -1928449 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -1928698.500000 Penalty: 3252.374756
	Iteration 11Q: 3 clusters Score -1928698 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1928866.125000 Penalty: 3252.374756
	Iteration 12Q: 3 clusters Score -1928866 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -1928983.375000 Penalty: 3252.374756
	Iteration 13Q: 3 clusters Score -1928983 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1929074.500000 Penalty: 3252.374756
	Iteration 14Q: 3 clusters Score -1929074 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -1929151.750000 Penalty: 3252.374756
	Iteration 15Q: 3 clusters Score -1929152 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -1929236.375000 Penalty: 3252.374756
	Iteration 16Q: 3 clusters Score -1929236 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1929324.000000 Penalty: 3252.374756
	Iteration 17Q: 3 clusters Score -1929324 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -1929430.250000 Penalty: 3252.374756
	Iteration 18Q: 3 clusters Score -1929430 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -1929571.750000 Penalty: 3252.374756
	Iteration 19Q: 3 clusters Score -1929572 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -1929765.750000 Penalty: 3252.374756
	Iteration 20F: 3 clusters Score -1929766 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1929949.375000 Penalty: 3252.374756
	Iteration 21Q: 3 clusters Score -1929949 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -1930088.625000 Penalty: 3252.374756
	Iteration 22Q: 3 clusters Score -1930089 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -1930164.250000 Penalty: 3252.374756
	Iteration 23Q: 3 clusters Score -1930164 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -1930210.375000 Penalty: 3252.374756
	Iteration 24Q: 3 clusters Score -1930210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -1930233.625000 Penalty: 3252.374756
	Iteration 25Q: 3 clusters Score -1930234 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -1930248.125000 Penalty: 3252.374756
	Iteration 26Q: 3 clusters Score -1930248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1930265.625000 Penalty: 3252.374756
	Iteration 27Q: 3 clusters Score -1930266 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -1930279.500000 Penalty: 3252.374756
	Iteration 28Q: 3 clusters Score -1930280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -1930289.625000 Penalty: 3252.374756
	Iteration 29Q: 3 clusters Score -1930290 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -1930293.125000 Penalty: 3252.374756
	Iteration 30Q: 3 clusters Score -1930293 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -1930300.750000 Penalty: 3252.374756
	Iteration 31Q: 3 clusters Score -1930301 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -1930305.875000 Penalty: 3252.374756
	Iteration 32Q: 3 clusters Score -1930306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -1930311.750000 Penalty: 3252.374756
	Iteration 33Q: 3 clusters Score -1930312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -1930322.125000 Penalty: 3252.374756
	Iteration 34Q: 3 clusters Score -1930322 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -1930323.250000 Penalty: 3252.374756
	Iteration 35Q: 3 clusters Score -1930323 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -1930329.375000 Penalty: 3252.374756
	Iteration 36Q: 3 clusters Score -1930329 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -1930337.625000 Penalty: 3252.374756
	Iteration 37Q: 3 clusters Score -1930338 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -1930339.250000 Penalty: 3252.374756
	Iteration 38Q: 3 clusters Score -1930339 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -1930343.250000 Penalty: 3252.374756
	Iteration 39Q: 3 clusters Score -1930343 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -1930350.000000 Penalty: 3252.374756
	Iteration 40F: 3 clusters Score -1930350 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -1930361.125000 Penalty: 3252.374756
	Iteration 41Q: 3 clusters Score -1930361 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -1930372.625000 Penalty: 3252.374756
	Iteration 42Q: 3 clusters Score -1930373 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -1930378.375000 Penalty: 3252.374756
	Iteration 43Q: 3 clusters Score -1930378 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -1930383.500000 Penalty: 3252.374756
	Iteration 44Q: 3 clusters Score -1930384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -1930383.875000 Penalty: 3252.374756
	Iteration 45Q: 3 clusters Score -1930384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1930382.625000 Penalty: 3252.374756
	Iteration 46Q: 3 clusters Score -1930383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -1930389.375000 Penalty: 3252.374756
	Iteration 47Q: 3 clusters Score -1930389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 19162 members 
Entering Unmasked Estep 
Score: -1930390.125000 Penalty: 3252.374756
	Iteration 48Q: 3 clusters Score -1930390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -1930390.375000 Penalty: 3252.374756
	Iteration 49Q: 3 clusters Score -1930390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -1930386.750000 Penalty: 3252.374756
	Iteration 50Q: 3 clusters Score -1930387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -1930393.250000 Penalty: 3252.374756
	Iteration 51Q: 3 clusters Score -1930393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1930392.000000 Penalty: 3252.374756
	Iteration 52Q: 3 clusters Score -1930392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -1930395.250000 Penalty: 3252.374756
	Iteration 53Q: 3 clusters Score -1930395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -1930396.000000 Penalty: 3252.374756
	Iteration 54Q: 3 clusters Score -1930396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -1930396.000000 Penalty: 3252.374756
	Iteration 55Q: 3 clusters Score -1930396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 19222 members 
Entering Unmasked Estep 
Score: -1930394.375000 Penalty: 3252.374756
	Iteration 56Q: 3 clusters Score -1930394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -1930396.500000 Penalty: 3252.374756
	Iteration 57Q: 3 clusters Score -1930396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -1930397.000000 Penalty: 3252.374756
	Iteration 58Q: 3 clusters Score -1930397 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -1930398.125000 Penalty: 3252.374756
	Iteration 59Q: 3 clusters Score -1930398 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -1930403.250000 Penalty: 3252.374756
	Iteration 60F: 3 clusters Score -1930403 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 19293 members 
Entering Unmasked Estep 
Score: -1930407.875000 Penalty: 3252.374756
	Iteration 61Q: 3 clusters Score -1930408 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -1930407.750000 Penalty: 3252.374756
	Iteration 62Q: 3 clusters Score -1930408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -1930408.125000 Penalty: 3252.374756
	Iteration 63Q: 3 clusters Score -1930408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1930412.500000 Penalty: 3252.374756
	Iteration 64Q: 3 clusters Score -1930412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -1930415.625000 Penalty: 3252.374756
	Iteration 65Q: 3 clusters Score -1930416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -1930417.250000 Penalty: 3252.374756
	Iteration 66Q: 3 clusters Score -1930417 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -1930419.875000 Penalty: 3252.374756
	Iteration 67Q: 3 clusters Score -1930420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -1930423.125000 Penalty: 3252.374756
	Iteration 68Q: 3 clusters Score -1930423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -1930426.000000 Penalty: 3252.374756
	Iteration 69Q: 3 clusters Score -1930426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -1930425.625000 Penalty: 3252.374756
	Iteration 70Q: 3 clusters Score -1930426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -1930426.000000 Penalty: 3252.374756
	Iteration 71Q: 3 clusters Score -1930426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -1930426.000000 Penalty: 3252.374756
	Iteration 72Q: 3 clusters Score -1930426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -1930427.250000 Penalty: 3252.374756
	Iteration 73Q: 3 clusters Score -1930427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -1930424.750000 Penalty: 3252.374756
	Iteration 74Q: 3 clusters Score -1930425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -1930428.125000 Penalty: 3252.374756
	Iteration 75Q: 3 clusters Score -1930428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -1930426.375000 Penalty: 3252.374756
	Iteration 76Q: 3 clusters Score -1930426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 19411 members 
Entering Unmasked Estep 
Score: -1930427.500000 Penalty: 3252.374756
	Iteration 77Q: 3 clusters Score -1930428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -1930426.875000 Penalty: 3252.374756
	Iteration 78Q: 3 clusters Score -1930427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -1930429.375000 Penalty: 3252.374756
	Iteration 79Q: 3 clusters Score -1930429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -1930431.000000 Penalty: 3252.374756
	Iteration 80F: 3 clusters Score -1930431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -1930434.875000 Penalty: 3252.374756
	Iteration 81Q: 3 clusters Score -1930435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1930434.000000 Penalty: 3252.374756
	Iteration 82Q: 3 clusters Score -1930434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -1930432.875000 Penalty: 3252.374756
	Iteration 83Q: 3 clusters Score -1930433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1930434.000000 Penalty: 3252.374756
	Iteration 84Q: 3 clusters Score -1930434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -1930436.375000 Penalty: 3252.374756
	Iteration 85Q: 3 clusters Score -1930436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -1930431.625000 Penalty: 3252.374756
	Iteration 86Q: 3 clusters Score -1930432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -1930434.875000 Penalty: 3252.374756
	Iteration 87Q: 3 clusters Score -1930435 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -1930435.125000 Penalty: 3252.374756
	Iteration 88Q: 3 clusters Score -1930435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1930436.125000 Penalty: 3252.374756
	Iteration 89Q: 3 clusters Score -1930436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -1930436.125000 Penalty: 3252.374756
	Iteration 90F: 3 clusters Score -1930436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Entering Unmasked Estep 
Score: -240058.015625 Penalty: 1283.552124
	Iteration 0F: 2 clusters Score -240058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -237511.843750 Penalty: 2567.104248
	Iteration 0F: 3 clusters Score -237511.8 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -238055.328125 Penalty: 2567.104248
	Iteration 1F: 3 clusters Score -238055.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -238175.140625 Penalty: 2567.104248
	Iteration 2F: 3 clusters Score -238175.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -238255.828125 Penalty: 2567.104248
	Iteration 3F: 3 clusters Score -238255.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -238307.625000 Penalty: 2567.104248
	Iteration 4Q: 3 clusters Score -238307.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -238346.984375 Penalty: 2567.104248
	Iteration 5Q: 3 clusters Score -238347 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -238367.765625 Penalty: 2567.104248
	Iteration 6Q: 3 clusters Score -238367.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -238383.140625 Penalty: 2567.104248
	Iteration 7Q: 3 clusters Score -238383.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238395.218750 Penalty: 2567.104248
	Iteration 8Q: 3 clusters Score -238395.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -238408.750000 Penalty: 2567.104248
	Iteration 9Q: 3 clusters Score -238408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -238422.046875 Penalty: 2567.104248
	Iteration 10Q: 3 clusters Score -238422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -238429.406250 Penalty: 2567.104248
	Iteration 11Q: 3 clusters Score -238429.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -238436.718750 Penalty: 2567.104248
	Iteration 12Q: 3 clusters Score -238436.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -238443.718750 Penalty: 2567.104248
	Iteration 13Q: 3 clusters Score -238443.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -238452.109375 Penalty: 2567.104248
	Iteration 14Q: 3 clusters Score -238452.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -238458.406250 Penalty: 2567.104248
	Iteration 15Q: 3 clusters Score -238458.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -238466.078125 Penalty: 2567.104248
	Iteration 16Q: 3 clusters Score -238466.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -238471.968750 Penalty: 2567.104248
	Iteration 17Q: 3 clusters Score -238472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -238480.015625 Penalty: 2567.104248
	Iteration 18Q: 3 clusters Score -238480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -238486.406250 Penalty: 2567.104248
	Iteration 19Q: 3 clusters Score -238486.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -238491.218750 Penalty: 2567.104248
	Iteration 20F: 3 clusters Score -238491.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -238494.265625 Penalty: 2567.104248
	Iteration 21Q: 3 clusters Score -238494.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -238495.734375 Penalty: 2567.104248
	Iteration 22Q: 3 clusters Score -238495.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -238498.296875 Penalty: 2567.104248
	Iteration 23Q: 3 clusters Score -238498.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -238499.781250 Penalty: 2567.104248
	Iteration 24Q: 3 clusters Score -238499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -238500.296875 Penalty: 2567.104248
	Iteration 25Q: 3 clusters Score -238500.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -238500.578125 Penalty: 2567.104248
	Iteration 26Q: 3 clusters Score -238500.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -238500.687500 Penalty: 2567.104248
	Iteration 27Q: 3 clusters Score -238500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -238501.218750 Penalty: 2567.104248
	Iteration 28Q: 3 clusters Score -238501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -238501.218750 Penalty: 2567.104248
	Iteration 29F: 3 clusters Score -238501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -106377.835938 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -106377.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -104731.492188 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -104731.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -105087.476562 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -105087.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105200.937500 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -105200.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105255.109375 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -105255.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -105286.625000 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -105286.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105316.171875 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -105316.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105337.171875 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -105337.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -105354.523438 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -105354.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105366.125000 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -105366.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -105371.656250 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -105371.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -105378.234375 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -105378.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -105382.968750 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -105383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -105385.265625 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -105385.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -105386.132812 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -105386.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105386.351562 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -105386.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -105386.351562 Penalty: 2329.287354
	Iteration 15F: 3 clusters Score -105386.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Entering Unmasked Estep 
Score: -1022794.812500 Penalty: 1520.854614
	Iteration 0F: 2 clusters Score -1022795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1014688.375000 Penalty: 3041.709229
	Iteration 0F: 3 clusters Score -1014688 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1017327.937500 Penalty: 3041.709229
	Iteration 1F: 3 clusters Score -1017328 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1017747.625000 Penalty: 3041.709229
	Iteration 2F: 3 clusters Score -1017748 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1018291.250000 Penalty: 3041.709229
	Iteration 3F: 3 clusters Score -1018291 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1018855.437500 Penalty: 3041.709229
	Iteration 4F: 3 clusters Score -1018855 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1019362.625000 Penalty: 3041.709229
	Iteration 5F: 3 clusters Score -1019363 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1019792.500000 Penalty: 3041.709229
	Iteration 6F: 3 clusters Score -1019792 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1020125.312500 Penalty: 3041.709229
	Iteration 7Q: 3 clusters Score -1020125 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1020347.625000 Penalty: 3041.709229
	Iteration 8Q: 3 clusters Score -1020348 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1020495.437500 Penalty: 3041.709229
	Iteration 9Q: 3 clusters Score -1020495 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1020595.875000 Penalty: 3041.709229
	Iteration 10Q: 3 clusters Score -1020596 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1020679.812500 Penalty: 3041.709229
	Iteration 11Q: 3 clusters Score -1020680 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1020738.000000 Penalty: 3041.709229
	Iteration 12Q: 3 clusters Score -1020738 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1020777.437500 Penalty: 3041.709229
	Iteration 13Q: 3 clusters Score -1020777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1020814.250000 Penalty: 3041.709229
	Iteration 14Q: 3 clusters Score -1020814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1020840.312500 Penalty: 3041.709229
	Iteration 15Q: 3 clusters Score -1020840 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1020871.937500 Penalty: 3041.709229
	Iteration 16Q: 3 clusters Score -1020872 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1020905.562500 Penalty: 3041.709229
	Iteration 17Q: 3 clusters Score -1020906 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1020943.687500 Penalty: 3041.709229
	Iteration 18Q: 3 clusters Score -1020944 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1020984.562500 Penalty: 3041.709229
	Iteration 19Q: 3 clusters Score -1020985 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1021023.875000 Penalty: 3041.709229
	Iteration 20F: 3 clusters Score -1021024 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1021070.875000 Penalty: 3041.709229
	Iteration 21Q: 3 clusters Score -1021071 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -1021111.500000 Penalty: 3041.709229
	Iteration 22Q: 3 clusters Score -1021112 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1021148.937500 Penalty: 3041.709229
	Iteration 23Q: 3 clusters Score -1021149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1021199.125000 Penalty: 3041.709229
	Iteration 24Q: 3 clusters Score -1021199 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1021267.250000 Penalty: 3041.709229
	Iteration 25Q: 3 clusters Score -1021267 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1021347.812500 Penalty: 3041.709229
	Iteration 26Q: 3 clusters Score -1021348 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1021454.187500 Penalty: 3041.709229
	Iteration 27Q: 3 clusters Score -1021454 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1021576.125000 Penalty: 3041.709229
	Iteration 28Q: 3 clusters Score -1021576 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1021715.562500 Penalty: 3041.709229
	Iteration 29Q: 3 clusters Score -1021716 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1021817.875000 Penalty: 3041.709229
	Iteration 30Q: 3 clusters Score -1021818 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1021877.375000 Penalty: 3041.709229
	Iteration 31Q: 3 clusters Score -1021877 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1021919.750000 Penalty: 3041.709229
	Iteration 32Q: 3 clusters Score -1021920 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1021941.312500 Penalty: 3041.709229
	Iteration 33Q: 3 clusters Score -1021941 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1021960.125000 Penalty: 3041.709229
	Iteration 34Q: 3 clusters Score -1021960 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1021972.250000 Penalty: 3041.709229
	Iteration 35Q: 3 clusters Score -1021972 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1021981.437500 Penalty: 3041.709229
	Iteration 36Q: 3 clusters Score -1021981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1021986.375000 Penalty: 3041.709229
	Iteration 37Q: 3 clusters Score -1021986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1021989.625000 Penalty: 3041.709229
	Iteration 38Q: 3 clusters Score -1021990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1021991.312500 Penalty: 3041.709229
	Iteration 39Q: 3 clusters Score -1021991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1021993.125000 Penalty: 3041.709229
	Iteration 40F: 3 clusters Score -1021993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1021993.125000 Penalty: 3041.709229
	Iteration 41Q: 3 clusters Score -1021993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1021994.812500 Penalty: 3041.709229
	Iteration 42Q: 3 clusters Score -1021995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1021994.937500 Penalty: 3041.709229
	Iteration 43Q: 3 clusters Score -1021995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1021996.437500 Penalty: 3041.709229
	Iteration 44Q: 3 clusters Score -1021996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1021995.937500 Penalty: 3041.709229
	Iteration 45Q: 3 clusters Score -1021996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1021997.000000 Penalty: 3041.709229
	Iteration 46Q: 3 clusters Score -1021997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1021997.000000 Penalty: 3041.709229
	Iteration 47F: 3 clusters Score -1021997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -114239.234375 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -114239.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112535.382812 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -112535.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -112856.492188 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -112856.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -112937.570312 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -112937.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -112990.101562 Penalty: 2348.754150
	Iteration 3Q: 3 clusters Score -112990.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -113030.515625 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -113030.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -113059.875000 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -113059.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -113072.539062 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -113072.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113085.570312 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -113085.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -113097.476562 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -113097.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113111.906250 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -113111.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113135.304688 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -113135.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -113169.789062 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -113169.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113226.062500 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -113226.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -113283.750000 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -113283.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -113357.718750 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -113357.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113454.984375 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -113455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -113578.093750 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -113578.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -113652.515625 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -113652.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113739.437500 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -113739.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -113791.109375 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -113791.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113811.937500 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -113811.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -113829.859375 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -113829.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113839.429688 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -113839.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -113847.109375 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -113847.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -113852.960938 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -113853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -113855.085938 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -113855.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -113855.960938 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -113856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -113855.960938 Penalty: 2348.754150
	Iteration 27F: 3 clusters Score -113856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -120302.812500 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -120302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -118537.031250 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -118537 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -118880.976562 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -118881 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -118989.695312 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -118989.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -119072.515625 Penalty: 2367.566895
	Iteration 3F: 3 clusters Score -119072.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -119139.859375 Penalty: 2367.566895
	Iteration 4Q: 3 clusters Score -119139.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -119212.937500 Penalty: 2367.566895
	Iteration 5Q: 3 clusters Score -119212.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -119316.218750 Penalty: 2367.566895
	Iteration 6Q: 3 clusters Score -119316.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -119445.226562 Penalty: 2367.566895
	Iteration 7F: 3 clusters Score -119445.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119602.648438 Penalty: 2367.566895
	Iteration 8F: 3 clusters Score -119602.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119800.507812 Penalty: 2367.566895
	Iteration 9F: 3 clusters Score -119800.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -120034.664062 Penalty: 2367.566895
	Iteration 10F: 3 clusters Score -120034.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -120253.914062 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -120253.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -120553.781250 Penalty: 2367.566895
	Iteration 12Q: 3 clusters Score -120553.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -120816.234375 Penalty: 2367.566895
	Iteration 13Q: 3 clusters Score -120816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -120843.398438 Penalty: 2367.566895
	Iteration 14Q: 3 clusters Score -120843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -120844.125000 Penalty: 2367.566895
	Iteration 15Q: 3 clusters Score -120844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -120844.125000 Penalty: 2367.566895
	Iteration 16F: 3 clusters Score -120844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 575 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5690 members 
Mstep: Class 44 contains 883 members 
Entering Unmasked Estep 
Score: -40890844.000000 Penalty: 93619.296875
Splitting cluster 34 changes total score from -40891216.000000 to -40890844.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -209803.375000 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -209803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207475.000000 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -207475 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -207996.281250 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -207996.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -208153.968750 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -208154 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -208255.578125 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -208255.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -208334.140625 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -208334.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -208381.093750 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -208381.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -208421.343750 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -208421.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -208452.609375 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -208452.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -208485.578125 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -208485.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -208513.281250 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -208513.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -208532.828125 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -208532.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -208546.421875 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -208546.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -208563.312500 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -208563.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -208578.656250 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -208578.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -208589.031250 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -208589 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -208601.531250 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -208601.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -208608.937500 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -208608.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -208614.968750 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -208615 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -208625.828125 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -208625.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -208641.015625 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -208641 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -208657.140625 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -208657.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208672.250000 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -208672.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -208687.828125 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -208687.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -208715.453125 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -208715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -208739.484375 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -208739.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -208760.250000 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -208760.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -208773.343750 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -208773.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -208783.875000 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -208783.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -208790.343750 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -208790.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -208796.609375 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -208796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -208799.578125 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -208799.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -208802.453125 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -208802.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -208804.203125 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -208804.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -208807.328125 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -208807.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208808.671875 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -208808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -208809.031250 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -208809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -208809.453125 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -208809.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -208810.234375 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -208810.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -208810.968750 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -208811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -208811.453125 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -208811.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -208811.453125 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -208811.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -113125.742188 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -113125.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -111446.898438 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -111446.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -111805.226562 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -111805.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -111925.296875 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -111925.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -112016.085938 Penalty: 2351.107666
	Iteration 3Q: 3 clusters Score -112016.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -112109.054688 Penalty: 2351.107666
	Iteration 4Q: 3 clusters Score -112109.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -112186.710938 Penalty: 2351.107666
	Iteration 5Q: 3 clusters Score -112186.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -112224.929688 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -112224.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -112266.867188 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -112266.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -112299.921875 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -112299.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -112336.898438 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -112336.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -112376.796875 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -112376.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -112420.703125 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -112420.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112462.203125 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -112462.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -112526.625000 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -112526.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -112574.656250 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -112574.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -112605.804688 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -112605.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -112628.101562 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -112628.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -112656.296875 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -112656.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -112690.523438 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -112690.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -112727.976562 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -112728 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -112751.242188 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -112751.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -112771.570312 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -112771.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -112788.867188 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -112788.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -112809.257812 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -112809.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -112827.312500 Penalty: 2351.107666
	Iteration 24Q: 3 clusters Score -112827.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112842.546875 Penalty: 2351.107666
	Iteration 25Q: 3 clusters Score -112842.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -112855.390625 Penalty: 2351.107666
	Iteration 26Q: 3 clusters Score -112855.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -112866.617188 Penalty: 2351.107666
	Iteration 27Q: 3 clusters Score -112866.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -112880.023438 Penalty: 2351.107666
	Iteration 28Q: 3 clusters Score -112880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -112883.156250 Penalty: 2351.107666
	Iteration 29Q: 3 clusters Score -112883.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -112886.718750 Penalty: 2351.107666
	Iteration 30Q: 3 clusters Score -112886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112889.101562 Penalty: 2351.107666
	Iteration 31Q: 3 clusters Score -112889.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -112889.101562 Penalty: 2351.107666
	Iteration 32F: 3 clusters Score -112889.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Entering Unmasked Estep 
Score: -1065247.875000 Penalty: 1528.500000
	Iteration 0F: 2 clusters Score -1065248 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 6036 members 
Entering Unmasked Estep 
Score: -1056759.625000 Penalty: 3057.000000
	Iteration 0F: 3 clusters Score -1056760 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1059693.000000 Penalty: 3057.000000
	Iteration 1F: 3 clusters Score -1059693 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1060016.250000 Penalty: 3057.000000
	Iteration 2F: 3 clusters Score -1060016 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1060285.000000 Penalty: 3057.000000
	Iteration 3F: 3 clusters Score -1060285 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1060542.375000 Penalty: 3057.000000
	Iteration 4Q: 3 clusters Score -1060542 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1060824.625000 Penalty: 3057.000000
	Iteration 5Q: 3 clusters Score -1060825 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1061142.250000 Penalty: 3057.000000
	Iteration 6Q: 3 clusters Score -1061142 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1061472.125000 Penalty: 3057.000000
	Iteration 7Q: 3 clusters Score -1061472 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1061842.000000 Penalty: 3057.000000
	Iteration 8Q: 3 clusters Score -1061842 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -1062215.875000 Penalty: 3057.000000
	Iteration 9Q: 3 clusters Score -1062216 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1062563.375000 Penalty: 3057.000000
	Iteration 10Q: 3 clusters Score -1062563 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1062899.125000 Penalty: 3057.000000
	Iteration 11Q: 3 clusters Score -1062899 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1063220.125000 Penalty: 3057.000000
	Iteration 12Q: 3 clusters Score -1063220 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1063401.625000 Penalty: 3057.000000
	Iteration 13Q: 3 clusters Score -1063402 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1063518.000000 Penalty: 3057.000000
	Iteration 14Q: 3 clusters Score -1063518 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1063598.250000 Penalty: 3057.000000
	Iteration 15Q: 3 clusters Score -1063598 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1063658.375000 Penalty: 3057.000000
	Iteration 16Q: 3 clusters Score -1063658 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1063712.250000 Penalty: 3057.000000
	Iteration 17Q: 3 clusters Score -1063712 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1063748.625000 Penalty: 3057.000000
	Iteration 18Q: 3 clusters Score -1063749 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1063781.375000 Penalty: 3057.000000
	Iteration 19Q: 3 clusters Score -1063781 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1063801.125000 Penalty: 3057.000000
	Iteration 20F: 3 clusters Score -1063801 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1063829.375000 Penalty: 3057.000000
	Iteration 21Q: 3 clusters Score -1063829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1063851.000000 Penalty: 3057.000000
	Iteration 22Q: 3 clusters Score -1063851 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1063874.500000 Penalty: 3057.000000
	Iteration 23Q: 3 clusters Score -1063874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1063893.125000 Penalty: 3057.000000
	Iteration 24Q: 3 clusters Score -1063893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1063909.500000 Penalty: 3057.000000
	Iteration 25Q: 3 clusters Score -1063910 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1063922.750000 Penalty: 3057.000000
	Iteration 26Q: 3 clusters Score -1063923 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1063936.250000 Penalty: 3057.000000
	Iteration 27Q: 3 clusters Score -1063936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1063945.000000 Penalty: 3057.000000
	Iteration 28Q: 3 clusters Score -1063945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1063954.125000 Penalty: 3057.000000
	Iteration 29Q: 3 clusters Score -1063954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1063957.750000 Penalty: 3057.000000
	Iteration 30Q: 3 clusters Score -1063958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1063965.125000 Penalty: 3057.000000
	Iteration 31Q: 3 clusters Score -1063965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1063972.625000 Penalty: 3057.000000
	Iteration 32Q: 3 clusters Score -1063973 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1063984.500000 Penalty: 3057.000000
	Iteration 33Q: 3 clusters Score -1063984 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1063998.125000 Penalty: 3057.000000
	Iteration 34Q: 3 clusters Score -1063998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1064007.375000 Penalty: 3057.000000
	Iteration 35Q: 3 clusters Score -1064007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1064018.250000 Penalty: 3057.000000
	Iteration 36Q: 3 clusters Score -1064018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1064023.625000 Penalty: 3057.000000
	Iteration 37Q: 3 clusters Score -1064024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1064031.625000 Penalty: 3057.000000
	Iteration 38Q: 3 clusters Score -1064032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1064033.750000 Penalty: 3057.000000
	Iteration 39Q: 3 clusters Score -1064034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1064036.000000 Penalty: 3057.000000
	Iteration 40F: 3 clusters Score -1064036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1064038.000000 Penalty: 3057.000000
	Iteration 41Q: 3 clusters Score -1064038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1064046.500000 Penalty: 3057.000000
	Iteration 42Q: 3 clusters Score -1064046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1064052.125000 Penalty: 3057.000000
	Iteration 43Q: 3 clusters Score -1064052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1064056.375000 Penalty: 3057.000000
	Iteration 44Q: 3 clusters Score -1064056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1064057.000000 Penalty: 3057.000000
	Iteration 45Q: 3 clusters Score -1064057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1064057.250000 Penalty: 3057.000000
	Iteration 46Q: 3 clusters Score -1064057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -1064058.000000 Penalty: 3057.000000
	Iteration 47Q: 3 clusters Score -1064058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1064058.125000 Penalty: 3057.000000
	Iteration 48Q: 3 clusters Score -1064058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1064058.875000 Penalty: 3057.000000
	Iteration 49Q: 3 clusters Score -1064059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1064059.750000 Penalty: 3057.000000
	Iteration 50Q: 3 clusters Score -1064060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1064060.875000 Penalty: 3057.000000
	Iteration 51Q: 3 clusters Score -1064061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1064060.750000 Penalty: 3057.000000
	Iteration 52Q: 3 clusters Score -1064061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1064060.875000 Penalty: 3057.000000
	Iteration 53Q: 3 clusters Score -1064061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1064060.875000 Penalty: 3057.000000
	Iteration 54F: 3 clusters Score -1064061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Entering Unmasked Estep 
Score: -286228.500000 Penalty: 1334.806519
	Iteration 0F: 2 clusters Score -286228.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -283121.656250 Penalty: 2669.613037
	Iteration 0F: 3 clusters Score -283121.7 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -284102.875000 Penalty: 2669.613037
	Iteration 1F: 3 clusters Score -284102.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -284359.031250 Penalty: 2669.613037
	Iteration 2F: 3 clusters Score -284359 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -284536.343750 Penalty: 2669.613037
	Iteration 3F: 3 clusters Score -284536.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -284666.406250 Penalty: 2669.613037
	Iteration 4Q: 3 clusters Score -284666.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -284766.906250 Penalty: 2669.613037
	Iteration 5Q: 3 clusters Score -284766.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -284856.187500 Penalty: 2669.613037
	Iteration 6Q: 3 clusters Score -284856.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -284929.687500 Penalty: 2669.613037
	Iteration 7Q: 3 clusters Score -284929.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -285003.343750 Penalty: 2669.613037
	Iteration 8Q: 3 clusters Score -285003.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285057.250000 Penalty: 2669.613037
	Iteration 9Q: 3 clusters Score -285057.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -285104.812500 Penalty: 2669.613037
	Iteration 10Q: 3 clusters Score -285104.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -285141.562500 Penalty: 2669.613037
	Iteration 11Q: 3 clusters Score -285141.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -285167.656250 Penalty: 2669.613037
	Iteration 12Q: 3 clusters Score -285167.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -285182.812500 Penalty: 2669.613037
	Iteration 13Q: 3 clusters Score -285182.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -285195.468750 Penalty: 2669.613037
	Iteration 14Q: 3 clusters Score -285195.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -285203.500000 Penalty: 2669.613037
	Iteration 15Q: 3 clusters Score -285203.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -285212.750000 Penalty: 2669.613037
	Iteration 16Q: 3 clusters Score -285212.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -285220.968750 Penalty: 2669.613037
	Iteration 17Q: 3 clusters Score -285221 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -285227.812500 Penalty: 2669.613037
	Iteration 18Q: 3 clusters Score -285227.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285231.968750 Penalty: 2669.613037
	Iteration 19Q: 3 clusters Score -285232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -285235.250000 Penalty: 2669.613037
	Iteration 20F: 3 clusters Score -285235.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -285239.500000 Penalty: 2669.613037
	Iteration 21Q: 3 clusters Score -285239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -285245.906250 Penalty: 2669.613037
	Iteration 22Q: 3 clusters Score -285245.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -285251.000000 Penalty: 2669.613037
	Iteration 23Q: 3 clusters Score -285251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -285258.906250 Penalty: 2669.613037
	Iteration 24Q: 3 clusters Score -285258.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -285264.531250 Penalty: 2669.613037
	Iteration 25Q: 3 clusters Score -285264.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -285270.218750 Penalty: 2669.613037
	Iteration 26Q: 3 clusters Score -285270.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -285277.375000 Penalty: 2669.613037
	Iteration 27Q: 3 clusters Score -285277.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -285282.593750 Penalty: 2669.613037
	Iteration 28Q: 3 clusters Score -285282.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -285290.187500 Penalty: 2669.613037
	Iteration 29Q: 3 clusters Score -285290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -285294.593750 Penalty: 2669.613037
	Iteration 30Q: 3 clusters Score -285294.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -285297.625000 Penalty: 2669.613037
	Iteration 31Q: 3 clusters Score -285297.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -285299.125000 Penalty: 2669.613037
	Iteration 32Q: 3 clusters Score -285299.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -285301.562500 Penalty: 2669.613037
	Iteration 33Q: 3 clusters Score -285301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -285302.875000 Penalty: 2669.613037
	Iteration 34Q: 3 clusters Score -285302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -285304.812500 Penalty: 2669.613037
	Iteration 35Q: 3 clusters Score -285304.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -285307.343750 Penalty: 2669.613037
	Iteration 36Q: 3 clusters Score -285307.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -285308.875000 Penalty: 2669.613037
	Iteration 37Q: 3 clusters Score -285308.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -285310.656250 Penalty: 2669.613037
	Iteration 38Q: 3 clusters Score -285310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -285312.375000 Penalty: 2669.613037
	Iteration 39Q: 3 clusters Score -285312.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -285312.625000 Penalty: 2669.613037
	Iteration 40F: 3 clusters Score -285312.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -285314.625000 Penalty: 2669.613037
	Iteration 41Q: 3 clusters Score -285314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -285315.218750 Penalty: 2669.613037
	Iteration 42Q: 3 clusters Score -285315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -285315.812500 Penalty: 2669.613037
	Iteration 43Q: 3 clusters Score -285315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -285316.937500 Penalty: 2669.613037
	Iteration 44Q: 3 clusters Score -285316.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -285319.437500 Penalty: 2669.613037
	Iteration 45Q: 3 clusters Score -285319.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -285322.625000 Penalty: 2669.613037
	Iteration 46Q: 3 clusters Score -285322.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -285323.875000 Penalty: 2669.613037
	Iteration 47Q: 3 clusters Score -285323.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -285325.375000 Penalty: 2669.613037
	Iteration 48Q: 3 clusters Score -285325.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -285327.218750 Penalty: 2669.613037
	Iteration 49Q: 3 clusters Score -285327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -285328.343750 Penalty: 2669.613037
	Iteration 50Q: 3 clusters Score -285328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -285328.375000 Penalty: 2669.613037
	Iteration 51Q: 3 clusters Score -285328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -285329.843750 Penalty: 2669.613037
	Iteration 52Q: 3 clusters Score -285329.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -285331.093750 Penalty: 2669.613037
	Iteration 53Q: 3 clusters Score -285331.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -285331.375000 Penalty: 2669.613037
	Iteration 54Q: 3 clusters Score -285331.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -285332.625000 Penalty: 2669.613037
	Iteration 55Q: 3 clusters Score -285332.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -285332.906250 Penalty: 2669.613037
	Iteration 56Q: 3 clusters Score -285332.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -285333.750000 Penalty: 2669.613037
	Iteration 57Q: 3 clusters Score -285333.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -285333.531250 Penalty: 2669.613037
	Iteration 58Q: 3 clusters Score -285333.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285334.343750 Penalty: 2669.613037
	Iteration 59Q: 3 clusters Score -285334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -285334.343750 Penalty: 2669.613037
	Iteration 60F: 3 clusters Score -285334.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -701771.062500 Penalty: 1462.157104
	Iteration 0F: 2 clusters Score -701771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -695776.687500 Penalty: 2924.314209
	Iteration 0F: 3 clusters Score -695776.7 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -697780.937500 Penalty: 2924.314209
	Iteration 1F: 3 clusters Score -697780.9 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -698103.437500 Penalty: 2924.314209
	Iteration 2F: 3 clusters Score -698103.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -698401.437500 Penalty: 2924.314209
	Iteration 3F: 3 clusters Score -698401.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -698686.437500 Penalty: 2924.314209
	Iteration 4F: 3 clusters Score -698686.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -698944.437500 Penalty: 2924.314209
	Iteration 5F: 3 clusters Score -698944.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -699213.250000 Penalty: 2924.314209
	Iteration 6F: 3 clusters Score -699213.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -699503.000000 Penalty: 2924.314209
	Iteration 7Q: 3 clusters Score -699503 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -699801.312500 Penalty: 2924.314209
	Iteration 8Q: 3 clusters Score -699801.3 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -700062.187500 Penalty: 2924.314209
	Iteration 9Q: 3 clusters Score -700062.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -700294.937500 Penalty: 2924.314209
	Iteration 10Q: 3 clusters Score -700294.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -700450.875000 Penalty: 2924.314209
	Iteration 11Q: 3 clusters Score -700450.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -700551.000000 Penalty: 2924.314209
	Iteration 12Q: 3 clusters Score -700551 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -700616.000000 Penalty: 2924.314209
	Iteration 13Q: 3 clusters Score -700616 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -700645.500000 Penalty: 2924.314209
	Iteration 14Q: 3 clusters Score -700645.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -700665.562500 Penalty: 2924.314209
	Iteration 15Q: 3 clusters Score -700665.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -700678.437500 Penalty: 2924.314209
	Iteration 16Q: 3 clusters Score -700678.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -700686.500000 Penalty: 2924.314209
	Iteration 17Q: 3 clusters Score -700686.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -700692.000000 Penalty: 2924.314209
	Iteration 18Q: 3 clusters Score -700692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -700696.812500 Penalty: 2924.314209
	Iteration 19Q: 3 clusters Score -700696.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -700699.375000 Penalty: 2924.314209
	Iteration 20F: 3 clusters Score -700699.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -700703.500000 Penalty: 2924.314209
	Iteration 21Q: 3 clusters Score -700703.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -700709.687500 Penalty: 2924.314209
	Iteration 22Q: 3 clusters Score -700709.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700714.187500 Penalty: 2924.314209
	Iteration 23Q: 3 clusters Score -700714.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700716.000000 Penalty: 2924.314209
	Iteration 24Q: 3 clusters Score -700716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700716.375000 Penalty: 2924.314209
	Iteration 25Q: 3 clusters Score -700716.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -700716.062500 Penalty: 2924.314209
	Iteration 26Q: 3 clusters Score -700716.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -700719.250000 Penalty: 2924.314209
	Iteration 27Q: 3 clusters Score -700719.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -700721.500000 Penalty: 2924.314209
	Iteration 28Q: 3 clusters Score -700721.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700724.750000 Penalty: 2924.314209
	Iteration 29Q: 3 clusters Score -700724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700725.125000 Penalty: 2924.314209
	Iteration 30Q: 3 clusters Score -700725.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -700725.125000 Penalty: 2924.314209
	Iteration 31F: 3 clusters Score -700725.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Entering Unmasked Estep 
Score: -154514.765625 Penalty: 1218.476318
	Iteration 0F: 2 clusters Score -154514.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -152552.765625 Penalty: 2436.952637
	Iteration 0F: 3 clusters Score -152552.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152938.375000 Penalty: 2436.952637
	Iteration 1F: 3 clusters Score -152938.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -153046.687500 Penalty: 2436.952637
	Iteration 2F: 3 clusters Score -153046.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153125.328125 Penalty: 2436.952637
	Iteration 3F: 3 clusters Score -153125.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153188.890625 Penalty: 2436.952637
	Iteration 4Q: 3 clusters Score -153188.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153245.250000 Penalty: 2436.952637
	Iteration 5Q: 3 clusters Score -153245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153298.359375 Penalty: 2436.952637
	Iteration 6Q: 3 clusters Score -153298.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153338.484375 Penalty: 2436.952637
	Iteration 7Q: 3 clusters Score -153338.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153365.625000 Penalty: 2436.952637
	Iteration 8Q: 3 clusters Score -153365.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -153392.906250 Penalty: 2436.952637
	Iteration 9Q: 3 clusters Score -153392.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -153417.125000 Penalty: 2436.952637
	Iteration 10Q: 3 clusters Score -153417.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -153439.265625 Penalty: 2436.952637
	Iteration 11Q: 3 clusters Score -153439.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -153455.015625 Penalty: 2436.952637
	Iteration 12Q: 3 clusters Score -153455 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -153472.921875 Penalty: 2436.952637
	Iteration 13Q: 3 clusters Score -153472.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -153486.625000 Penalty: 2436.952637
	Iteration 14Q: 3 clusters Score -153486.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -153504.906250 Penalty: 2436.952637
	Iteration 15Q: 3 clusters Score -153504.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -153524.343750 Penalty: 2436.952637
	Iteration 16Q: 3 clusters Score -153524.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -153548.125000 Penalty: 2436.952637
	Iteration 17Q: 3 clusters Score -153548.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -153580.250000 Penalty: 2436.952637
	Iteration 18Q: 3 clusters Score -153580.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -153615.359375 Penalty: 2436.952637
	Iteration 19Q: 3 clusters Score -153615.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -153650.171875 Penalty: 2436.952637
	Iteration 20F: 3 clusters Score -153650.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -153683.468750 Penalty: 2436.952637
	Iteration 21Q: 3 clusters Score -153683.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -153706.093750 Penalty: 2436.952637
	Iteration 22Q: 3 clusters Score -153706.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -153730.250000 Penalty: 2436.952637
	Iteration 23Q: 3 clusters Score -153730.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153746.531250 Penalty: 2436.952637
	Iteration 24Q: 3 clusters Score -153746.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -153761.625000 Penalty: 2436.952637
	Iteration 25Q: 3 clusters Score -153761.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -153766.484375 Penalty: 2436.952637
	Iteration 26Q: 3 clusters Score -153766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -153775.343750 Penalty: 2436.952637
	Iteration 27Q: 3 clusters Score -153775.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153784.765625 Penalty: 2436.952637
	Iteration 28Q: 3 clusters Score -153784.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153793.593750 Penalty: 2436.952637
	Iteration 29Q: 3 clusters Score -153793.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -153800.265625 Penalty: 2436.952637
	Iteration 30Q: 3 clusters Score -153800.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -153810.796875 Penalty: 2436.952637
	Iteration 31Q: 3 clusters Score -153810.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -153820.265625 Penalty: 2436.952637
	Iteration 32Q: 3 clusters Score -153820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -153829.468750 Penalty: 2436.952637
	Iteration 33Q: 3 clusters Score -153829.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -153838.296875 Penalty: 2436.952637
	Iteration 34Q: 3 clusters Score -153838.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -153845.125000 Penalty: 2436.952637
	Iteration 35Q: 3 clusters Score -153845.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -153851.578125 Penalty: 2436.952637
	Iteration 36Q: 3 clusters Score -153851.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -153857.906250 Penalty: 2436.952637
	Iteration 37Q: 3 clusters Score -153857.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -153861.796875 Penalty: 2436.952637
	Iteration 38Q: 3 clusters Score -153861.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -153865.687500 Penalty: 2436.952637
	Iteration 39Q: 3 clusters Score -153865.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -153870.875000 Penalty: 2436.952637
	Iteration 40F: 3 clusters Score -153870.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -153875.437500 Penalty: 2436.952637
	Iteration 41Q: 3 clusters Score -153875.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153878.734375 Penalty: 2436.952637
	Iteration 42Q: 3 clusters Score -153878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -153878.703125 Penalty: 2436.952637
	Iteration 43Q: 3 clusters Score -153878.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -153879.921875 Penalty: 2436.952637
	Iteration 44Q: 3 clusters Score -153879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -153883.250000 Penalty: 2436.952637
	Iteration 45Q: 3 clusters Score -153883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -153885.015625 Penalty: 2436.952637
	Iteration 46Q: 3 clusters Score -153885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -153887.390625 Penalty: 2436.952637
	Iteration 47Q: 3 clusters Score -153887.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -153888.000000 Penalty: 2436.952637
	Iteration 48Q: 3 clusters Score -153888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153888.718750 Penalty: 2436.952637
	Iteration 49Q: 3 clusters Score -153888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153888.718750 Penalty: 2436.952637
	Iteration 50F: 3 clusters Score -153888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -158542.781250 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -158542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -156517.078125 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -156517.1 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156967.984375 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -156968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -157143.312500 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -157143.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -157234.093750 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -157234.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -157292.500000 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -157292.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -157339.546875 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -157339.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -157367.953125 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -157368 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -157398.062500 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -157398.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -157426.765625 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -157426.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -157448.812500 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -157448.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -157474.140625 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -157474.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -157500.921875 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -157500.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -157523.281250 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -157523.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -157543.125000 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -157543.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -157566.234375 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -157566.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -157587.031250 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -157587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -157624.859375 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -157624.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -157667.828125 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -157667.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -157701.156250 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -157701.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -157719.328125 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -157719.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -157729.671875 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -157729.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -157739.687500 Penalty: 2455.499023
	Iteration 21Q: 3 clusters Score -157739.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -157750.234375 Penalty: 2455.499023
	Iteration 22Q: 3 clusters Score -157750.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -157759.937500 Penalty: 2455.499023
	Iteration 23Q: 3 clusters Score -157759.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -157764.437500 Penalty: 2455.499023
	Iteration 24Q: 3 clusters Score -157764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -157767.875000 Penalty: 2455.499023
	Iteration 25Q: 3 clusters Score -157767.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -157773.406250 Penalty: 2455.499023
	Iteration 26Q: 3 clusters Score -157773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -157775.609375 Penalty: 2455.499023
	Iteration 27Q: 3 clusters Score -157775.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -157777.656250 Penalty: 2455.499023
	Iteration 28Q: 3 clusters Score -157777.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -157782.296875 Penalty: 2455.499023
	Iteration 29Q: 3 clusters Score -157782.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -157784.453125 Penalty: 2455.499023
	Iteration 30Q: 3 clusters Score -157784.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -157787.046875 Penalty: 2455.499023
	Iteration 31Q: 3 clusters Score -157787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157793.203125 Penalty: 2455.499023
	Iteration 32Q: 3 clusters Score -157793.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -157797.359375 Penalty: 2455.499023
	Iteration 33Q: 3 clusters Score -157797.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -157804.562500 Penalty: 2455.499023
	Iteration 34Q: 3 clusters Score -157804.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -157807.375000 Penalty: 2455.499023
	Iteration 35Q: 3 clusters Score -157807.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -157812.906250 Penalty: 2455.499023
	Iteration 36Q: 3 clusters Score -157812.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -157814.187500 Penalty: 2455.499023
	Iteration 37Q: 3 clusters Score -157814.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -157814.953125 Penalty: 2455.499023
	Iteration 38Q: 3 clusters Score -157815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -157816.062500 Penalty: 2455.499023
	Iteration 39Q: 3 clusters Score -157816.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -157816.593750 Penalty: 2455.499023
	Iteration 40F: 3 clusters Score -157816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -157816.875000 Penalty: 2455.499023
	Iteration 41Q: 3 clusters Score -157816.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -157816.875000 Penalty: 2455.499023
	Iteration 42F: 3 clusters Score -157816.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -87535.625000 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -87535.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -86054.289062 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -86054.29 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86339.343750 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -86339.34 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -86415.820312 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -86415.82 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -86459.281250 Penalty: 2270.634033
	Iteration 3Q: 3 clusters Score -86459.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86491.773438 Penalty: 2270.634033
	Iteration 4Q: 3 clusters Score -86491.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -86507.343750 Penalty: 2270.634033
	Iteration 5Q: 3 clusters Score -86507.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86522.992188 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -86522.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86551.882812 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -86551.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -86585.296875 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -86585.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -86625.632812 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -86625.63 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86687.570312 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -86687.57 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -86760.171875 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -86760.17 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -86818.359375 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -86818.36 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -86866.234375 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -86866.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -86908.187500 Penalty: 2270.634033
	Iteration 14Q: 3 clusters Score -86908.19 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -86939.960938 Penalty: 2270.634033
	Iteration 15Q: 3 clusters Score -86939.96 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86965.789062 Penalty: 2270.634033
	Iteration 16Q: 3 clusters Score -86965.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -86978.593750 Penalty: 2270.634033
	Iteration 17Q: 3 clusters Score -86978.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -86989.265625 Penalty: 2270.634033
	Iteration 18Q: 3 clusters Score -86989.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -86996.265625 Penalty: 2270.634033
	Iteration 19Q: 3 clusters Score -86996.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -86997.781250 Penalty: 2270.634033
	Iteration 20F: 3 clusters Score -86997.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -86998.179688 Penalty: 2270.634033
	Iteration 21Q: 3 clusters Score -86998.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86998.468750 Penalty: 2270.634033
	Iteration 22Q: 3 clusters Score -86998.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -86998.468750 Penalty: 2270.634033
	Iteration 23F: 3 clusters Score -86998.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -504027.531250 Penalty: 1405.050659
	Iteration 0F: 2 clusters Score -504027.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -499683.843750 Penalty: 2810.101318
	Iteration 0F: 3 clusters Score -499683.8 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -500859.843750 Penalty: 2810.101318
	Iteration 1F: 3 clusters Score -500859.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -501036.875000 Penalty: 2810.101318
	Iteration 2F: 3 clusters Score -501036.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -501157.000000 Penalty: 2810.101318
	Iteration 3Q: 3 clusters Score -501157 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -501242.875000 Penalty: 2810.101318
	Iteration 4Q: 3 clusters Score -501242.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -501300.250000 Penalty: 2810.101318
	Iteration 5Q: 3 clusters Score -501300.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -501346.031250 Penalty: 2810.101318
	Iteration 6Q: 3 clusters Score -501346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -501387.531250 Penalty: 2810.101318
	Iteration 7Q: 3 clusters Score -501387.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -501429.000000 Penalty: 2810.101318
	Iteration 8Q: 3 clusters Score -501429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -501473.218750 Penalty: 2810.101318
	Iteration 9Q: 3 clusters Score -501473.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -501533.562500 Penalty: 2810.101318
	Iteration 10Q: 3 clusters Score -501533.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -501602.031250 Penalty: 2810.101318
	Iteration 11Q: 3 clusters Score -501602 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -501656.906250 Penalty: 2810.101318
	Iteration 12Q: 3 clusters Score -501656.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -501720.343750 Penalty: 2810.101318
	Iteration 13Q: 3 clusters Score -501720.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -501806.812500 Penalty: 2810.101318
	Iteration 14Q: 3 clusters Score -501806.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -501899.000000 Penalty: 2810.101318
	Iteration 15Q: 3 clusters Score -501899 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -502008.031250 Penalty: 2810.101318
	Iteration 16Q: 3 clusters Score -502008 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -502120.718750 Penalty: 2810.101318
	Iteration 17Q: 3 clusters Score -502120.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -502244.593750 Penalty: 2810.101318
	Iteration 18Q: 3 clusters Score -502244.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -502372.687500 Penalty: 2810.101318
	Iteration 19Q: 3 clusters Score -502372.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -502521.562500 Penalty: 2810.101318
	Iteration 20F: 3 clusters Score -502521.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -502651.250000 Penalty: 2810.101318
	Iteration 21Q: 3 clusters Score -502651.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -502754.781250 Penalty: 2810.101318
	Iteration 22Q: 3 clusters Score -502754.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -502839.156250 Penalty: 2810.101318
	Iteration 23Q: 3 clusters Score -502839.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -502898.468750 Penalty: 2810.101318
	Iteration 24Q: 3 clusters Score -502898.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -502933.531250 Penalty: 2810.101318
	Iteration 25Q: 3 clusters Score -502933.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -502950.156250 Penalty: 2810.101318
	Iteration 26Q: 3 clusters Score -502950.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -502963.562500 Penalty: 2810.101318
	Iteration 27Q: 3 clusters Score -502963.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -502973.687500 Penalty: 2810.101318
	Iteration 28Q: 3 clusters Score -502973.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -502983.718750 Penalty: 2810.101318
	Iteration 29Q: 3 clusters Score -502983.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -502987.281250 Penalty: 2810.101318
	Iteration 30Q: 3 clusters Score -502987.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -502991.593750 Penalty: 2810.101318
	Iteration 31Q: 3 clusters Score -502991.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -502995.875000 Penalty: 2810.101318
	Iteration 32Q: 3 clusters Score -502995.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -503001.812500 Penalty: 2810.101318
	Iteration 33Q: 3 clusters Score -503001.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -503010.406250 Penalty: 2810.101318
	Iteration 34Q: 3 clusters Score -503010.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -503015.500000 Penalty: 2810.101318
	Iteration 35Q: 3 clusters Score -503015.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -503022.656250 Penalty: 2810.101318
	Iteration 36Q: 3 clusters Score -503022.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -503026.406250 Penalty: 2810.101318
	Iteration 37Q: 3 clusters Score -503026.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -503029.218750 Penalty: 2810.101318
	Iteration 38Q: 3 clusters Score -503029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -503029.062500 Penalty: 2810.101318
	Iteration 39Q: 3 clusters Score -503029.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -503030.500000 Penalty: 2810.101318
	Iteration 40F: 3 clusters Score -503030.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -503031.968750 Penalty: 2810.101318
	Iteration 41Q: 3 clusters Score -503032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -503032.718750 Penalty: 2810.101318
	Iteration 42Q: 3 clusters Score -503032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -503032.250000 Penalty: 2810.101318
	Iteration 43Q: 3 clusters Score -503032.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -503032.843750 Penalty: 2810.101318
	Iteration 44Q: 3 clusters Score -503032.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -503032.875000 Penalty: 2810.101318
	Iteration 45Q: 3 clusters Score -503032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -503032.687500 Penalty: 2810.101318
	Iteration 46Q: 3 clusters Score -503032.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -503032.593750 Penalty: 2810.101318
	Iteration 47Q: 3 clusters Score -503032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -503032.750000 Penalty: 2810.101318
	Iteration 48Q: 3 clusters Score -503032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -503032.750000 Penalty: 2810.101318
	Iteration 49F: 3 clusters Score -503032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 12397 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10707 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44756 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13115 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891216.000000 Penalty: 91491.585938
Iteration 239Q: 44 clusters Score -4.089122e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 12398 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42146 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10696 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44755 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13122 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3693 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891184.000000 Penalty: 91491.585938
Iteration 240F: 44 clusters Score -4.089118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 12399 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42145 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10689 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44755 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13126 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3694 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891200.000000 Penalty: 91491.585938
Iteration 241Q: 44 clusters Score -4.08912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 12401 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10680 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13129 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11604 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3696 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891212.000000 Penalty: 91491.585938
Iteration 242Q: 44 clusters Score -4.089121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 12403 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10670 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13135 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22188 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1805 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891196.000000 Penalty: 91491.585938
Iteration 243Q: 44 clusters Score -4.08912e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 12405 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10661 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891192.000000 Penalty: 91491.585938
Iteration 244Q: 44 clusters Score -4.089119e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10654 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891224.000000 Penalty: 91491.585938
Iteration 245Q: 44 clusters Score -4.089122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10651 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13146 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891216.000000 Penalty: 91491.585938
Iteration 246Q: 44 clusters Score -4.089122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 12408 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10646 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13148 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891240.000000 Penalty: 91491.585938
Iteration 247Q: 44 clusters Score -4.089124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10644 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13149 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3697 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891236.000000 Penalty: 91491.585938
Iteration 248Q: 44 clusters Score -4.089124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10640 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13151 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891248.000000 Penalty: 91491.585938
Iteration 249Q: 44 clusters Score -4.089125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10635 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13155 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891248.000000 Penalty: 91491.585938
Iteration 250Q: 44 clusters Score -4.089125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10630 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44754 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13158 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891268.000000 Penalty: 91491.585938
Iteration 251Q: 44 clusters Score -4.089127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10625 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44753 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13161 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891272.000000 Penalty: 91491.585938
Iteration 252Q: 44 clusters Score -4.089127e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 12407 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44751 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13166 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891260.000000 Penalty: 91491.585938
Iteration 253Q: 44 clusters Score -4.089126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 12408 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10609 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13168 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1385 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891300.000000 Penalty: 91491.585938
Iteration 254Q: 44 clusters Score -4.08913e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36453 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10605 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891288.000000 Penalty: 91491.585938
Iteration 255Q: 44 clusters Score -4.089129e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10598 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13169 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891292.000000 Penalty: 91491.585938
Iteration 256Q: 44 clusters Score -4.089129e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36457 members 
Mstep: Class 2 contains 12411 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10590 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13173 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891288.000000 Penalty: 91491.585938
Iteration 257Q: 44 clusters Score -4.089129e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36456 members 
Mstep: Class 2 contains 12411 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10583 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13179 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2694 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3698 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891292.000000 Penalty: 91491.585938
Iteration 258Q: 44 clusters Score -4.089129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36455 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10573 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13183 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3699 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891260.000000 Penalty: 91491.585938
Iteration 259Q: 44 clusters Score -4.089126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42143 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10564 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13189 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891284.000000 Penalty: 91491.585938
Iteration 260F: 44 clusters Score -4.089128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 12410 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10555 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13197 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11603 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12165 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891288.000000 Penalty: 91491.585938
Iteration 261Q: 44 clusters Score -4.089129e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38207 members 
Mstep: Class 11 contains 10555 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5266 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44748 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110155 members 
Mstep: Class 23 contains 13200 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11602 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12164 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891272.000000 Penalty: 91491.585938
Iteration 262Q: 44 clusters Score -4.089127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10553 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44747 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13204 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891268.000000 Penalty: 91491.585938
Iteration 263Q: 44 clusters Score -4.089127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10552 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13206 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891276.000000 Penalty: 91491.585938
Iteration 264Q: 44 clusters Score -4.089128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10551 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13208 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891284.000000 Penalty: 91491.585938
Iteration 265Q: 44 clusters Score -4.089128e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10549 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13210 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2968 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891284.000000 Penalty: 91491.585938
Iteration 266Q: 44 clusters Score -4.089128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10550 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44745 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13211 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11600 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891284.000000 Penalty: 91491.585938
Iteration 267Q: 44 clusters Score -4.089128e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10546 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13212 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891276.000000 Penalty: 91491.585938
Iteration 268Q: 44 clusters Score -4.089128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891264.000000 Penalty: 91491.585938
Iteration 269Q: 44 clusters Score -4.089126e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 1458 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891264.000000 Penalty: 91491.585938
Iteration 270F: 44 clusters Score -4.089126e+07 nChanged 0
Entering ConstructFrom: 
Score: -40891264.000000 Penalty: 91491.585938
Entering ConstructFrom: 
Trying to split cluster 1 (36446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Entering Unmasked Estep 
Score: -3231577.500000 Penalty: 1706.832886
	Iteration 0F: 2 clusters Score -3231578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -3207069.000000 Penalty: 3413.665771
	Iteration 0F: 3 clusters Score -3207069 nChanged 17010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3216357.250000 Penalty: 3413.665771
	Iteration 1F: 3 clusters Score -3216357 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -3216800.750000 Penalty: 3413.665771
	Iteration 2Q: 3 clusters Score -3216801 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -3217208.250000 Penalty: 3413.665771
	Iteration 3Q: 3 clusters Score -3217208 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3217643.500000 Penalty: 3413.665771
	Iteration 4Q: 3 clusters Score -3217644 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -3218111.000000 Penalty: 3413.665771
	Iteration 5Q: 3 clusters Score -3218111 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3218682.750000 Penalty: 3413.665771
	Iteration 6Q: 3 clusters Score -3218683 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -3219435.750000 Penalty: 3413.665771
	Iteration 7Q: 3 clusters Score -3219436 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -3220394.000000 Penalty: 3413.665771
	Iteration 8Q: 3 clusters Score -3220394 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3221631.500000 Penalty: 3413.665771
	Iteration 9F: 3 clusters Score -3221632 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3222930.250000 Penalty: 3413.665771
	Iteration 10F: 3 clusters Score -3222930 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 22278 members 
Entering Unmasked Estep 
Score: -3223882.500000 Penalty: 3413.665771
	Iteration 11Q: 3 clusters Score -3223882 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3224359.500000 Penalty: 3413.665771
	Iteration 12Q: 3 clusters Score -3224360 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -3224582.250000 Penalty: 3413.665771
	Iteration 13Q: 3 clusters Score -3224582 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -3224675.750000 Penalty: 3413.665771
	Iteration 14Q: 3 clusters Score -3224676 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -3224770.000000 Penalty: 3413.665771
	Iteration 15Q: 3 clusters Score -3224770 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3224872.250000 Penalty: 3413.665771
	Iteration 16Q: 3 clusters Score -3224872 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -3224956.250000 Penalty: 3413.665771
	Iteration 17Q: 3 clusters Score -3224956 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3225079.000000 Penalty: 3413.665771
	Iteration 18Q: 3 clusters Score -3225079 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3225208.250000 Penalty: 3413.665771
	Iteration 19Q: 3 clusters Score -3225208 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -3225349.250000 Penalty: 3413.665771
	Iteration 20F: 3 clusters Score -3225349 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -3225474.750000 Penalty: 3413.665771
	Iteration 21Q: 3 clusters Score -3225475 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3225598.250000 Penalty: 3413.665771
	Iteration 22Q: 3 clusters Score -3225598 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -3225753.000000 Penalty: 3413.665771
	Iteration 23Q: 3 clusters Score -3225753 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3225927.750000 Penalty: 3413.665771
	Iteration 24Q: 3 clusters Score -3225928 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -3226110.500000 Penalty: 3413.665771
	Iteration 25Q: 3 clusters Score -3226110 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3226351.500000 Penalty: 3413.665771
	Iteration 26Q: 3 clusters Score -3226352 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -3226566.000000 Penalty: 3413.665771
	Iteration 27Q: 3 clusters Score -3226566 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -3226807.750000 Penalty: 3413.665771
	Iteration 28Q: 3 clusters Score -3226808 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -3227042.000000 Penalty: 3413.665771
	Iteration 29Q: 3 clusters Score -3227042 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -3227288.000000 Penalty: 3413.665771
	Iteration 30Q: 3 clusters Score -3227288 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -3227535.500000 Penalty: 3413.665771
	Iteration 31Q: 3 clusters Score -3227536 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -3227765.500000 Penalty: 3413.665771
	Iteration 32Q: 3 clusters Score -3227766 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3228017.250000 Penalty: 3413.665771
	Iteration 33Q: 3 clusters Score -3228017 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -3228284.250000 Penalty: 3413.665771
	Iteration 34Q: 3 clusters Score -3228284 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -3228516.750000 Penalty: 3413.665771
	Iteration 35Q: 3 clusters Score -3228517 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -3228761.250000 Penalty: 3413.665771
	Iteration 36Q: 3 clusters Score -3228761 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -3229001.250000 Penalty: 3413.665771
	Iteration 37Q: 3 clusters Score -3229001 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 34432 members 
Entering Unmasked Estep 
Score: -3229178.250000 Penalty: 3413.665771
	Iteration 38Q: 3 clusters Score -3229178 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -3229331.500000 Penalty: 3413.665771
	Iteration 39Q: 3 clusters Score -3229332 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 34888 members 
Entering Unmasked Estep 
Score: -3229490.000000 Penalty: 3413.665771
	Iteration 40F: 3 clusters Score -3229490 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -3229634.000000 Penalty: 3413.665771
	Iteration 41Q: 3 clusters Score -3229634 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -3229744.500000 Penalty: 3413.665771
	Iteration 42Q: 3 clusters Score -3229744 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3229835.000000 Penalty: 3413.665771
	Iteration 43Q: 3 clusters Score -3229835 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -3229873.750000 Penalty: 3413.665771
	Iteration 44Q: 3 clusters Score -3229874 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3229912.750000 Penalty: 3413.665771
	Iteration 45Q: 3 clusters Score -3229913 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -3229941.750000 Penalty: 3413.665771
	Iteration 46Q: 3 clusters Score -3229942 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -3229968.250000 Penalty: 3413.665771
	Iteration 47Q: 3 clusters Score -3229968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -3229973.750000 Penalty: 3413.665771
	Iteration 48Q: 3 clusters Score -3229974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -3229986.500000 Penalty: 3413.665771
	Iteration 49Q: 3 clusters Score -3229986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3229997.000000 Penalty: 3413.665771
	Iteration 50Q: 3 clusters Score -3229997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -3230003.250000 Penalty: 3413.665771
	Iteration 51Q: 3 clusters Score -3230003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -3230014.750000 Penalty: 3413.665771
	Iteration 52Q: 3 clusters Score -3230015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3230025.500000 Penalty: 3413.665771
	Iteration 53Q: 3 clusters Score -3230026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3230033.500000 Penalty: 3413.665771
	Iteration 54Q: 3 clusters Score -3230034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35655 members 
Entering Unmasked Estep 
Score: -3230034.750000 Penalty: 3413.665771
	Iteration 55Q: 3 clusters Score -3230035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -3230037.750000 Penalty: 3413.665771
	Iteration 56Q: 3 clusters Score -3230038 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -3230040.000000 Penalty: 3413.665771
	Iteration 57Q: 3 clusters Score -3230040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -3230042.500000 Penalty: 3413.665771
	Iteration 58Q: 3 clusters Score -3230042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -3230046.500000 Penalty: 3413.665771
	Iteration 59Q: 3 clusters Score -3230046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -3230052.000000 Penalty: 3413.665771
	Iteration 60F: 3 clusters Score -3230052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -3230057.750000 Penalty: 3413.665771
	Iteration 61Q: 3 clusters Score -3230058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -3230069.750000 Penalty: 3413.665771
	Iteration 62Q: 3 clusters Score -3230070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3230069.500000 Penalty: 3413.665771
	Iteration 63Q: 3 clusters Score -3230070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 35734 members 
Entering Unmasked Estep 
Score: -3230068.500000 Penalty: 3413.665771
	Iteration 64Q: 3 clusters Score -3230068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -3230068.500000 Penalty: 3413.665771
	Iteration 65Q: 3 clusters Score -3230068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3230072.250000 Penalty: 3413.665771
	Iteration 66Q: 3 clusters Score -3230072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3230071.500000 Penalty: 3413.665771
	Iteration 67Q: 3 clusters Score -3230072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -3230072.000000 Penalty: 3413.665771
	Iteration 68Q: 3 clusters Score -3230072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3230071.000000 Penalty: 3413.665771
	Iteration 69Q: 3 clusters Score -3230071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -3230076.250000 Penalty: 3413.665771
	Iteration 70Q: 3 clusters Score -3230076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3230073.750000 Penalty: 3413.665771
	Iteration 71Q: 3 clusters Score -3230074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -3230075.500000 Penalty: 3413.665771
	Iteration 72Q: 3 clusters Score -3230076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -3230075.250000 Penalty: 3413.665771
	Iteration 73Q: 3 clusters Score -3230075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -3230076.500000 Penalty: 3413.665771
	Iteration 74Q: 3 clusters Score -3230076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 35758 members 
Entering Unmasked Estep 
Score: -3230079.000000 Penalty: 3413.665771
	Iteration 75Q: 3 clusters Score -3230079 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -3230079.750000 Penalty: 3413.665771
	Iteration 76Q: 3 clusters Score -3230080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -3230078.750000 Penalty: 3413.665771
	Iteration 77Q: 3 clusters Score -3230079 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -3230080.250000 Penalty: 3413.665771
	Iteration 78Q: 3 clusters Score -3230080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 3413.665771
	Iteration 79Q: 3 clusters Score -3230081 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3230081.250000 Penalty: 3413.665771
	Iteration 80F: 3 clusters Score -3230081 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (12409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Entering Unmasked Estep 
Score: -1100170.750000 Penalty: 1531.753784
	Iteration 0F: 2 clusters Score -1100171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1091511.750000 Penalty: 3063.507568
	Iteration 0F: 3 clusters Score -1091512 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1094445.375000 Penalty: 3063.507568
	Iteration 1F: 3 clusters Score -1094445 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1094695.250000 Penalty: 3063.507568
	Iteration 2F: 3 clusters Score -1094695 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1094914.875000 Penalty: 3063.507568
	Iteration 3Q: 3 clusters Score -1094915 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1095114.625000 Penalty: 3063.507568
	Iteration 4Q: 3 clusters Score -1095115 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1095338.375000 Penalty: 3063.507568
	Iteration 5Q: 3 clusters Score -1095338 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1095607.250000 Penalty: 3063.507568
	Iteration 6Q: 3 clusters Score -1095607 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1095930.250000 Penalty: 3063.507568
	Iteration 7Q: 3 clusters Score -1095930 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1096325.125000 Penalty: 3063.507568
	Iteration 8Q: 3 clusters Score -1096325 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1096730.625000 Penalty: 3063.507568
	Iteration 9Q: 3 clusters Score -1096731 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1097152.500000 Penalty: 3063.507568
	Iteration 10Q: 3 clusters Score -1097152 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1097486.500000 Penalty: 3063.507568
	Iteration 11Q: 3 clusters Score -1097486 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1097794.000000 Penalty: 3063.507568
	Iteration 12Q: 3 clusters Score -1097794 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1098015.000000 Penalty: 3063.507568
	Iteration 13Q: 3 clusters Score -1098015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1098194.375000 Penalty: 3063.507568
	Iteration 14Q: 3 clusters Score -1098194 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -1098364.625000 Penalty: 3063.507568
	Iteration 15Q: 3 clusters Score -1098365 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1098485.125000 Penalty: 3063.507568
	Iteration 16Q: 3 clusters Score -1098485 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1098566.125000 Penalty: 3063.507568
	Iteration 17Q: 3 clusters Score -1098566 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1098616.250000 Penalty: 3063.507568
	Iteration 18Q: 3 clusters Score -1098616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1098654.750000 Penalty: 3063.507568
	Iteration 19Q: 3 clusters Score -1098655 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1098686.625000 Penalty: 3063.507568
	Iteration 20F: 3 clusters Score -1098687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1098718.125000 Penalty: 3063.507568
	Iteration 21Q: 3 clusters Score -1098718 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1098738.875000 Penalty: 3063.507568
	Iteration 22Q: 3 clusters Score -1098739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1098759.750000 Penalty: 3063.507568
	Iteration 23Q: 3 clusters Score -1098760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1098774.125000 Penalty: 3063.507568
	Iteration 24Q: 3 clusters Score -1098774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1098789.750000 Penalty: 3063.507568
	Iteration 25Q: 3 clusters Score -1098790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1098801.000000 Penalty: 3063.507568
	Iteration 26Q: 3 clusters Score -1098801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1098812.875000 Penalty: 3063.507568
	Iteration 27Q: 3 clusters Score -1098813 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1098828.875000 Penalty: 3063.507568
	Iteration 28Q: 3 clusters Score -1098829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1098847.250000 Penalty: 3063.507568
	Iteration 29Q: 3 clusters Score -1098847 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1098860.125000 Penalty: 3063.507568
	Iteration 30Q: 3 clusters Score -1098860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1098867.000000 Penalty: 3063.507568
	Iteration 31Q: 3 clusters Score -1098867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -1098869.625000 Penalty: 3063.507568
	Iteration 32Q: 3 clusters Score -1098870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1098870.125000 Penalty: 3063.507568
	Iteration 33Q: 3 clusters Score -1098870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1098871.625000 Penalty: 3063.507568
	Iteration 34Q: 3 clusters Score -1098872 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1098873.875000 Penalty: 3063.507568
	Iteration 35Q: 3 clusters Score -1098874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1098875.250000 Penalty: 3063.507568
	Iteration 36Q: 3 clusters Score -1098875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1098876.750000 Penalty: 3063.507568
	Iteration 37Q: 3 clusters Score -1098877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1098880.500000 Penalty: 3063.507568
	Iteration 38Q: 3 clusters Score -1098880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1098885.875000 Penalty: 3063.507568
	Iteration 39Q: 3 clusters Score -1098886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1098888.875000 Penalty: 3063.507568
	Iteration 40F: 3 clusters Score -1098889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1098892.625000 Penalty: 3063.507568
	Iteration 41Q: 3 clusters Score -1098893 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1098892.625000 Penalty: 3063.507568
	Iteration 42F: 3 clusters Score -1098893 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Entering Unmasked Estep 
Score: -301400.125000 Penalty: 1326.963867
	Iteration 0F: 2 clusters Score -301400.1 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 1762 members 
Entering Unmasked Estep 
Score: -298414.406250 Penalty: 2653.927734
	Iteration 0F: 3 clusters Score -298414.4 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -299277.187500 Penalty: 2653.927734
	Iteration 1F: 3 clusters Score -299277.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -299568.531250 Penalty: 2653.927734
	Iteration 2F: 3 clusters Score -299568.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -299827.750000 Penalty: 2653.927734
	Iteration 3F: 3 clusters Score -299827.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -300052.562500 Penalty: 2653.927734
	Iteration 4F: 3 clusters Score -300052.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -300266.062500 Penalty: 2653.927734
	Iteration 5F: 3 clusters Score -300266.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -300430.187500 Penalty: 2653.927734
	Iteration 6F: 3 clusters Score -300430.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -300561.968750 Penalty: 2653.927734
	Iteration 7Q: 3 clusters Score -300562 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -300650.343750 Penalty: 2653.927734
	Iteration 8Q: 3 clusters Score -300650.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -300712.218750 Penalty: 2653.927734
	Iteration 9Q: 3 clusters Score -300712.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -300745.406250 Penalty: 2653.927734
	Iteration 10Q: 3 clusters Score -300745.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -300774.281250 Penalty: 2653.927734
	Iteration 11Q: 3 clusters Score -300774.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -300796.031250 Penalty: 2653.927734
	Iteration 12Q: 3 clusters Score -300796 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -300810.125000 Penalty: 2653.927734
	Iteration 13Q: 3 clusters Score -300810.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -300816.500000 Penalty: 2653.927734
	Iteration 14Q: 3 clusters Score -300816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -300824.875000 Penalty: 2653.927734
	Iteration 15Q: 3 clusters Score -300824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -300828.625000 Penalty: 2653.927734
	Iteration 16Q: 3 clusters Score -300828.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -300837.031250 Penalty: 2653.927734
	Iteration 17Q: 3 clusters Score -300837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -300845.812500 Penalty: 2653.927734
	Iteration 18Q: 3 clusters Score -300845.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -300847.656250 Penalty: 2653.927734
	Iteration 19Q: 3 clusters Score -300847.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -300849.031250 Penalty: 2653.927734
	Iteration 20F: 3 clusters Score -300849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -300850.625000 Penalty: 2653.927734
	Iteration 21Q: 3 clusters Score -300850.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -300852.906250 Penalty: 2653.927734
	Iteration 22Q: 3 clusters Score -300852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -300853.375000 Penalty: 2653.927734
	Iteration 23Q: 3 clusters Score -300853.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -300853.843750 Penalty: 2653.927734
	Iteration 24Q: 3 clusters Score -300853.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -300856.062500 Penalty: 2653.927734
	Iteration 25Q: 3 clusters Score -300856.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -300856.062500 Penalty: 2653.927734
	Iteration 26F: 3 clusters Score -300856.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Entering Unmasked Estep 
Score: -66184.664062 Penalty: 1121.204956
	Iteration 0F: 2 clusters Score -66184.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -64830.867188 Penalty: 2242.409912
	Iteration 0F: 3 clusters Score -64830.87 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -65400.496094 Penalty: 2242.409912
	Iteration 1F: 3 clusters Score -65400.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65615.921875 Penalty: 2242.409912
	Iteration 2F: 3 clusters Score -65615.92 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65708.078125 Penalty: 2242.409912
	Iteration 3F: 3 clusters Score -65708.08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -65749.960938 Penalty: 2242.409912
	Iteration 4Q: 3 clusters Score -65749.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -65777.414062 Penalty: 2242.409912
	Iteration 5Q: 3 clusters Score -65777.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -65814.242188 Penalty: 2242.409912
	Iteration 6Q: 3 clusters Score -65814.24 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -65857.179688 Penalty: 2242.409912
	Iteration 7Q: 3 clusters Score -65857.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -65874.140625 Penalty: 2242.409912
	Iteration 8Q: 3 clusters Score -65874.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -65877.171875 Penalty: 2242.409912
	Iteration 9Q: 3 clusters Score -65877.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -65878.562500 Penalty: 2242.409912
	Iteration 10Q: 3 clusters Score -65878.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65880.304688 Penalty: 2242.409912
	Iteration 11Q: 3 clusters Score -65880.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -65883.335938 Penalty: 2242.409912
	Iteration 12Q: 3 clusters Score -65883.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65883.765625 Penalty: 2242.409912
	Iteration 13Q: 3 clusters Score -65883.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -65883.765625 Penalty: 2242.409912
	Iteration 14F: 3 clusters Score -65883.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Entering Unmasked Estep 
Score: -359841.906250 Penalty: 1352.270508
	Iteration 0F: 2 clusters Score -359841.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -356459.718750 Penalty: 2704.541016
	Iteration 0F: 3 clusters Score -356459.7 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -357391.125000 Penalty: 2704.541016
	Iteration 1F: 3 clusters Score -357391.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -357598.375000 Penalty: 2704.541016
	Iteration 2F: 3 clusters Score -357598.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -357744.562500 Penalty: 2704.541016
	Iteration 3F: 3 clusters Score -357744.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -357876.656250 Penalty: 2704.541016
	Iteration 4Q: 3 clusters Score -357876.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -358039.718750 Penalty: 2704.541016
	Iteration 5Q: 3 clusters Score -358039.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -358195.062500 Penalty: 2704.541016
	Iteration 6F: 3 clusters Score -358195.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -358328.343750 Penalty: 2704.541016
	Iteration 7Q: 3 clusters Score -358328.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -358433.375000 Penalty: 2704.541016
	Iteration 8Q: 3 clusters Score -358433.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -358509.781250 Penalty: 2704.541016
	Iteration 9Q: 3 clusters Score -358509.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -358560.781250 Penalty: 2704.541016
	Iteration 10Q: 3 clusters Score -358560.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -358601.531250 Penalty: 2704.541016
	Iteration 11Q: 3 clusters Score -358601.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -358633.000000 Penalty: 2704.541016
	Iteration 12Q: 3 clusters Score -358633 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -358655.031250 Penalty: 2704.541016
	Iteration 13Q: 3 clusters Score -358655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -358673.437500 Penalty: 2704.541016
	Iteration 14Q: 3 clusters Score -358673.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -358688.750000 Penalty: 2704.541016
	Iteration 15Q: 3 clusters Score -358688.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -358701.562500 Penalty: 2704.541016
	Iteration 16Q: 3 clusters Score -358701.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -358715.500000 Penalty: 2704.541016
	Iteration 17Q: 3 clusters Score -358715.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -358727.562500 Penalty: 2704.541016
	Iteration 18Q: 3 clusters Score -358727.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -358740.343750 Penalty: 2704.541016
	Iteration 19Q: 3 clusters Score -358740.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -358755.781250 Penalty: 2704.541016
	Iteration 20F: 3 clusters Score -358755.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -358769.250000 Penalty: 2704.541016
	Iteration 21Q: 3 clusters Score -358769.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -358777.687500 Penalty: 2704.541016
	Iteration 22Q: 3 clusters Score -358777.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -358781.593750 Penalty: 2704.541016
	Iteration 23Q: 3 clusters Score -358781.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -358787.781250 Penalty: 2704.541016
	Iteration 24Q: 3 clusters Score -358787.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -358793.000000 Penalty: 2704.541016
	Iteration 25Q: 3 clusters Score -358793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -358799.031250 Penalty: 2704.541016
	Iteration 26Q: 3 clusters Score -358799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -358805.093750 Penalty: 2704.541016
	Iteration 27Q: 3 clusters Score -358805.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -358807.656250 Penalty: 2704.541016
	Iteration 28Q: 3 clusters Score -358807.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -358810.687500 Penalty: 2704.541016
	Iteration 29Q: 3 clusters Score -358810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -358813.750000 Penalty: 2704.541016
	Iteration 30Q: 3 clusters Score -358813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -358816.375000 Penalty: 2704.541016
	Iteration 31Q: 3 clusters Score -358816.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -358818.906250 Penalty: 2704.541016
	Iteration 32Q: 3 clusters Score -358818.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -358819.687500 Penalty: 2704.541016
	Iteration 33Q: 3 clusters Score -358819.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -358821.062500 Penalty: 2704.541016
	Iteration 34Q: 3 clusters Score -358821.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -358823.156250 Penalty: 2704.541016
	Iteration 35Q: 3 clusters Score -358823.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -358824.250000 Penalty: 2704.541016
	Iteration 36Q: 3 clusters Score -358824.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -358826.250000 Penalty: 2704.541016
	Iteration 37Q: 3 clusters Score -358826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -358827.937500 Penalty: 2704.541016
	Iteration 38Q: 3 clusters Score -358827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -358829.718750 Penalty: 2704.541016
	Iteration 39Q: 3 clusters Score -358829.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -358829.750000 Penalty: 2704.541016
	Iteration 40F: 3 clusters Score -358829.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -358830.406250 Penalty: 2704.541016
	Iteration 41Q: 3 clusters Score -358830.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -358830.968750 Penalty: 2704.541016
	Iteration 42Q: 3 clusters Score -358831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -358831.593750 Penalty: 2704.541016
	Iteration 43Q: 3 clusters Score -358831.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -358832.062500 Penalty: 2704.541016
	Iteration 44Q: 3 clusters Score -358832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -358832.312500 Penalty: 2704.541016
	Iteration 45Q: 3 clusters Score -358832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -358832.312500 Penalty: 2704.541016
	Iteration 46F: 3 clusters Score -358832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -106202.390625 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -106202.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -104480.945312 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -104480.9 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -105015.812500 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -105015.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105275.351562 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -105275.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -105399.031250 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -105399 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -105494.070312 Penalty: 2378.093994
	Iteration 4Q: 3 clusters Score -105494.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -105589.156250 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -105589.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -105665.007812 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -105665 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105702.296875 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -105702.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105750.617188 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -105750.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -105793.359375 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -105793.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -105838.812500 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -105838.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105874.796875 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -105874.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -105896.867188 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -105896.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -105906.515625 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -105906.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -105910.843750 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -105910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105914.015625 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -105914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105916.210938 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -105916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105916.921875 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -105916.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105917.554688 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -105917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105918.359375 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -105918.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105924.796875 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -105924.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -105934.164062 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -105934.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -105938.976562 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -105939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -105939.484375 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -105939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -105940.046875 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -105940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -105940.796875 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -105940.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -105941.468750 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -105941.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105942.046875 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -105942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -105942.046875 Penalty: 2378.093994
	Iteration 28F: 3 clusters Score -105942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Entering Unmasked Estep 
Score: -735799.187500 Penalty: 1486.919067
	Iteration 0F: 2 clusters Score -735799.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -729056.625000 Penalty: 2973.838135
	Iteration 0F: 3 clusters Score -729056.6 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -731469.687500 Penalty: 2973.838135
	Iteration 1F: 3 clusters Score -731469.7 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -731963.187500 Penalty: 2973.838135
	Iteration 2F: 3 clusters Score -731963.2 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -732396.750000 Penalty: 2973.838135
	Iteration 3F: 3 clusters Score -732396.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -732757.687500 Penalty: 2973.838135
	Iteration 4F: 3 clusters Score -732757.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -733049.687500 Penalty: 2973.838135
	Iteration 5F: 3 clusters Score -733049.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -733291.125000 Penalty: 2973.838135
	Iteration 6Q: 3 clusters Score -733291.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -733508.125000 Penalty: 2973.838135
	Iteration 7Q: 3 clusters Score -733508.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -733697.687500 Penalty: 2973.838135
	Iteration 8Q: 3 clusters Score -733697.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -733862.437500 Penalty: 2973.838135
	Iteration 9Q: 3 clusters Score -733862.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -734012.375000 Penalty: 2973.838135
	Iteration 10Q: 3 clusters Score -734012.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -734129.000000 Penalty: 2973.838135
	Iteration 11Q: 3 clusters Score -734129 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -734248.562500 Penalty: 2973.838135
	Iteration 12Q: 3 clusters Score -734248.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -734358.437500 Penalty: 2973.838135
	Iteration 13Q: 3 clusters Score -734358.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -734455.500000 Penalty: 2973.838135
	Iteration 14Q: 3 clusters Score -734455.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -734528.187500 Penalty: 2973.838135
	Iteration 15Q: 3 clusters Score -734528.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -734609.000000 Penalty: 2973.838135
	Iteration 16Q: 3 clusters Score -734609 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -734704.750000 Penalty: 2973.838135
	Iteration 17Q: 3 clusters Score -734704.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -734795.937500 Penalty: 2973.838135
	Iteration 18Q: 3 clusters Score -734795.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -734850.687500 Penalty: 2973.838135
	Iteration 19Q: 3 clusters Score -734850.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -734887.625000 Penalty: 2973.838135
	Iteration 20F: 3 clusters Score -734887.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -734916.000000 Penalty: 2973.838135
	Iteration 21Q: 3 clusters Score -734916 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -734945.625000 Penalty: 2973.838135
	Iteration 22Q: 3 clusters Score -734945.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -734968.375000 Penalty: 2973.838135
	Iteration 23Q: 3 clusters Score -734968.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -734989.375000 Penalty: 2973.838135
	Iteration 24Q: 3 clusters Score -734989.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -735010.625000 Penalty: 2973.838135
	Iteration 25Q: 3 clusters Score -735010.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -735027.125000 Penalty: 2973.838135
	Iteration 26Q: 3 clusters Score -735027.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -735040.437500 Penalty: 2973.838135
	Iteration 27Q: 3 clusters Score -735040.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -735051.312500 Penalty: 2973.838135
	Iteration 28Q: 3 clusters Score -735051.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -735062.812500 Penalty: 2973.838135
	Iteration 29Q: 3 clusters Score -735062.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -735073.500000 Penalty: 2973.838135
	Iteration 30Q: 3 clusters Score -735073.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -735085.750000 Penalty: 2973.838135
	Iteration 31Q: 3 clusters Score -735085.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -735092.937500 Penalty: 2973.838135
	Iteration 32Q: 3 clusters Score -735092.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -735097.812500 Penalty: 2973.838135
	Iteration 33Q: 3 clusters Score -735097.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -735098.312500 Penalty: 2973.838135
	Iteration 34Q: 3 clusters Score -735098.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -735099.625000 Penalty: 2973.838135
	Iteration 35Q: 3 clusters Score -735099.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -735101.500000 Penalty: 2973.838135
	Iteration 36Q: 3 clusters Score -735101.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -735101.875000 Penalty: 2973.838135
	Iteration 37Q: 3 clusters Score -735101.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -735104.375000 Penalty: 2973.838135
	Iteration 38Q: 3 clusters Score -735104.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -735105.812500 Penalty: 2973.838135
	Iteration 39Q: 3 clusters Score -735105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -735105.750000 Penalty: 2973.838135
	Iteration 40F: 3 clusters Score -735105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (42144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Entering Unmasked Estep 
Score: -3752327.000000 Penalty: 1730.437744
	Iteration 0F: 2 clusters Score -3752327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3724086.750000 Penalty: 3460.875488
	Iteration 0F: 3 clusters Score -3724087 nChanged 19664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 19481 members 
Entering Unmasked Estep 
Score: -3734996.000000 Penalty: 3460.875488
	Iteration 1F: 3 clusters Score -3734996 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3735497.500000 Penalty: 3460.875488
	Iteration 2Q: 3 clusters Score -3735498 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3736166.000000 Penalty: 3460.875488
	Iteration 3Q: 3 clusters Score -3736166 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3737237.500000 Penalty: 3460.875488
	Iteration 4F: 3 clusters Score -3737238 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3739079.750000 Penalty: 3460.875488
	Iteration 5F: 3 clusters Score -3739080 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3741967.000000 Penalty: 3460.875488
	Iteration 6F: 3 clusters Score -3741967 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -3745535.500000 Penalty: 3460.875488
	Iteration 7F: 3 clusters Score -3745536 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -3748420.250000 Penalty: 3460.875488
	Iteration 8F: 3 clusters Score -3748420 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3749897.000000 Penalty: 3460.875488
	Iteration 9Q: 3 clusters Score -3749897 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3750435.250000 Penalty: 3460.875488
	Iteration 10Q: 3 clusters Score -3750435 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3750673.750000 Penalty: 3460.875488
	Iteration 11Q: 3 clusters Score -3750674 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3750773.000000 Penalty: 3460.875488
	Iteration 12Q: 3 clusters Score -3750773 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41729 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3750829.500000 Penalty: 3460.875488
	Iteration 13Q: 3 clusters Score -3750830 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3750856.750000 Penalty: 3460.875488
	Iteration 14Q: 3 clusters Score -3750857 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3750883.500000 Penalty: 3460.875488
	Iteration 15Q: 3 clusters Score -3750884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3750900.500000 Penalty: 3460.875488
	Iteration 16Q: 3 clusters Score -3750900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3750911.750000 Penalty: 3460.875488
	Iteration 17Q: 3 clusters Score -3750912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3750923.250000 Penalty: 3460.875488
	Iteration 18Q: 3 clusters Score -3750923 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3750930.250000 Penalty: 3460.875488
	Iteration 19Q: 3 clusters Score -3750930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3750937.000000 Penalty: 3460.875488
	Iteration 20F: 3 clusters Score -3750937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3750939.000000 Penalty: 3460.875488
	Iteration 21Q: 3 clusters Score -3750939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3750940.250000 Penalty: 3460.875488
	Iteration 22Q: 3 clusters Score -3750940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3750941.750000 Penalty: 3460.875488
	Iteration 23Q: 3 clusters Score -3750942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3750941.750000 Penalty: 3460.875488
	Iteration 24F: 3 clusters Score -3750942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Entering Unmasked Estep 
Score: -1667893.750000 Penalty: 1598.941895
	Iteration 0F: 2 clusters Score -1667894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1655039.625000 Penalty: 3197.883789
	Iteration 0F: 3 clusters Score -1655040 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1659798.250000 Penalty: 3197.883789
	Iteration 1F: 3 clusters Score -1659798 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1660265.375000 Penalty: 3197.883789
	Iteration 2F: 3 clusters Score -1660265 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1660838.875000 Penalty: 3197.883789
	Iteration 3F: 3 clusters Score -1660839 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1661536.875000 Penalty: 3197.883789
	Iteration 4F: 3 clusters Score -1661537 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1662424.375000 Penalty: 3197.883789
	Iteration 5F: 3 clusters Score -1662424 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1663308.625000 Penalty: 3197.883789
	Iteration 6F: 3 clusters Score -1663309 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1664070.500000 Penalty: 3197.883789
	Iteration 7F: 3 clusters Score -1664070 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1664558.875000 Penalty: 3197.883789
	Iteration 8F: 3 clusters Score -1664559 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1664796.375000 Penalty: 3197.883789
	Iteration 9Q: 3 clusters Score -1664796 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1664928.000000 Penalty: 3197.883789
	Iteration 10Q: 3 clusters Score -1664928 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1665029.375000 Penalty: 3197.883789
	Iteration 11Q: 3 clusters Score -1665029 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1665106.500000 Penalty: 3197.883789
	Iteration 12Q: 3 clusters Score -1665106 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1665174.500000 Penalty: 3197.883789
	Iteration 13Q: 3 clusters Score -1665174 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12342 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1665227.750000 Penalty: 3197.883789
	Iteration 14Q: 3 clusters Score -1665228 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1665282.250000 Penalty: 3197.883789
	Iteration 15Q: 3 clusters Score -1665282 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1665352.750000 Penalty: 3197.883789
	Iteration 16Q: 3 clusters Score -1665353 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1665412.375000 Penalty: 3197.883789
	Iteration 17Q: 3 clusters Score -1665412 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1665475.500000 Penalty: 3197.883789
	Iteration 18Q: 3 clusters Score -1665476 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1665537.500000 Penalty: 3197.883789
	Iteration 19Q: 3 clusters Score -1665538 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1665594.125000 Penalty: 3197.883789
	Iteration 20F: 3 clusters Score -1665594 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1665660.250000 Penalty: 3197.883789
	Iteration 21Q: 3 clusters Score -1665660 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1665718.250000 Penalty: 3197.883789
	Iteration 22Q: 3 clusters Score -1665718 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13984 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1665779.000000 Penalty: 3197.883789
	Iteration 23Q: 3 clusters Score -1665779 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1665835.250000 Penalty: 3197.883789
	Iteration 24Q: 3 clusters Score -1665835 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1665907.125000 Penalty: 3197.883789
	Iteration 25Q: 3 clusters Score -1665907 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1665978.375000 Penalty: 3197.883789
	Iteration 26Q: 3 clusters Score -1665978 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1666050.500000 Penalty: 3197.883789
	Iteration 27Q: 3 clusters Score -1666050 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1666151.500000 Penalty: 3197.883789
	Iteration 28Q: 3 clusters Score -1666152 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1666270.375000 Penalty: 3197.883789
	Iteration 29Q: 3 clusters Score -1666270 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1666377.125000 Penalty: 3197.883789
	Iteration 30Q: 3 clusters Score -1666377 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1666471.625000 Penalty: 3197.883789
	Iteration 31Q: 3 clusters Score -1666472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1666551.250000 Penalty: 3197.883789
	Iteration 32Q: 3 clusters Score -1666551 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1666628.750000 Penalty: 3197.883789
	Iteration 33Q: 3 clusters Score -1666629 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1666695.750000 Penalty: 3197.883789
	Iteration 34Q: 3 clusters Score -1666696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1666743.750000 Penalty: 3197.883789
	Iteration 35Q: 3 clusters Score -1666744 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1666785.875000 Penalty: 3197.883789
	Iteration 36Q: 3 clusters Score -1666786 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1666822.750000 Penalty: 3197.883789
	Iteration 37Q: 3 clusters Score -1666823 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1666852.250000 Penalty: 3197.883789
	Iteration 38Q: 3 clusters Score -1666852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1666878.000000 Penalty: 3197.883789
	Iteration 39Q: 3 clusters Score -1666878 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1666904.125000 Penalty: 3197.883789
	Iteration 40F: 3 clusters Score -1666904 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16554 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1666944.250000 Penalty: 3197.883789
	Iteration 41Q: 3 clusters Score -1666944 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1666966.250000 Penalty: 3197.883789
	Iteration 42Q: 3 clusters Score -1666966 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1667002.125000 Penalty: 3197.883789
	Iteration 43Q: 3 clusters Score -1667002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1667029.500000 Penalty: 3197.883789
	Iteration 44Q: 3 clusters Score -1667030 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1667049.125000 Penalty: 3197.883789
	Iteration 45Q: 3 clusters Score -1667049 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1667060.125000 Penalty: 3197.883789
	Iteration 46Q: 3 clusters Score -1667060 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1667077.375000 Penalty: 3197.883789
	Iteration 47Q: 3 clusters Score -1667077 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1667097.625000 Penalty: 3197.883789
	Iteration 48Q: 3 clusters Score -1667098 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1667109.750000 Penalty: 3197.883789
	Iteration 49Q: 3 clusters Score -1667110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1667112.875000 Penalty: 3197.883789
	Iteration 50Q: 3 clusters Score -1667113 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1667124.125000 Penalty: 3197.883789
	Iteration 51Q: 3 clusters Score -1667124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1667131.500000 Penalty: 3197.883789
	Iteration 52Q: 3 clusters Score -1667132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1667130.875000 Penalty: 3197.883789
	Iteration 53Q: 3 clusters Score -1667131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1667133.875000 Penalty: 3197.883789
	Iteration 54Q: 3 clusters Score -1667134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1667130.750000 Penalty: 3197.883789
	Iteration 55Q: 3 clusters Score -1667131 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1667132.000000 Penalty: 3197.883789
	Iteration 56Q: 3 clusters Score -1667132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1667135.000000 Penalty: 3197.883789
	Iteration 57Q: 3 clusters Score -1667135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1667137.625000 Penalty: 3197.883789
	Iteration 58Q: 3 clusters Score -1667138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1667139.000000 Penalty: 3197.883789
	Iteration 59Q: 3 clusters Score -1667139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1667139.000000 Penalty: 3197.883789
	Iteration 60F: 3 clusters Score -1667139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38208 members 
Entering Unmasked Estep 
Score: -3362348.750000 Penalty: 1714.505005
	Iteration 0F: 2 clusters Score -3362349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3336782.000000 Penalty: 3429.010010
	Iteration 0F: 3 clusters Score -3336782 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3347279.250000 Penalty: 3429.010010
	Iteration 1F: 3 clusters Score -3347279 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -3348439.250000 Penalty: 3429.010010
	Iteration 2F: 3 clusters Score -3348439 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 23652 members 
Entering Unmasked Estep 
Score: -3350053.500000 Penalty: 3429.010010
	Iteration 3F: 3 clusters Score -3350054 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -3352048.500000 Penalty: 3429.010010
	Iteration 4F: 3 clusters Score -3352048 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3354066.000000 Penalty: 3429.010010
	Iteration 5F: 3 clusters Score -3354066 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 29252 members 
Entering Unmasked Estep 
Score: -3355832.000000 Penalty: 3429.010010
	Iteration 6F: 3 clusters Score -3355832 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 30575 members 
Entering Unmasked Estep 
Score: -3357120.250000 Penalty: 3429.010010
	Iteration 7Q: 3 clusters Score -3357120 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3357993.750000 Penalty: 3429.010010
	Iteration 8Q: 3 clusters Score -3357994 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -3358593.250000 Penalty: 3429.010010
	Iteration 9Q: 3 clusters Score -3358593 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -3359019.500000 Penalty: 3429.010010
	Iteration 10Q: 3 clusters Score -3359020 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33439 members 
Entering Unmasked Estep 
Score: -3359296.750000 Penalty: 3429.010010
	Iteration 11Q: 3 clusters Score -3359297 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 33873 members 
Entering Unmasked Estep 
Score: -3359491.000000 Penalty: 3429.010010
	Iteration 12Q: 3 clusters Score -3359491 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 34240 members 
Entering Unmasked Estep 
Score: -3359652.750000 Penalty: 3429.010010
	Iteration 13Q: 3 clusters Score -3359653 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 34569 members 
Entering Unmasked Estep 
Score: -3359775.500000 Penalty: 3429.010010
	Iteration 14Q: 3 clusters Score -3359776 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -3359888.750000 Penalty: 3429.010010
	Iteration 15Q: 3 clusters Score -3359889 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -3359985.750000 Penalty: 3429.010010
	Iteration 16Q: 3 clusters Score -3359986 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3360074.000000 Penalty: 3429.010010
	Iteration 17Q: 3 clusters Score -3360074 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -3360168.000000 Penalty: 3429.010010
	Iteration 18Q: 3 clusters Score -3360168 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -3360247.500000 Penalty: 3429.010010
	Iteration 19Q: 3 clusters Score -3360248 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -3360330.750000 Penalty: 3429.010010
	Iteration 20F: 3 clusters Score -3360331 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -3360369.750000 Penalty: 3429.010010
	Iteration 21Q: 3 clusters Score -3360370 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -3360435.750000 Penalty: 3429.010010
	Iteration 22Q: 3 clusters Score -3360436 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -3360492.250000 Penalty: 3429.010010
	Iteration 23Q: 3 clusters Score -3360492 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -3360545.750000 Penalty: 3429.010010
	Iteration 24Q: 3 clusters Score -3360546 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -3360598.750000 Penalty: 3429.010010
	Iteration 25Q: 3 clusters Score -3360599 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -3360633.000000 Penalty: 3429.010010
	Iteration 26Q: 3 clusters Score -3360633 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -3360664.750000 Penalty: 3429.010010
	Iteration 27Q: 3 clusters Score -3360665 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -3360695.500000 Penalty: 3429.010010
	Iteration 28Q: 3 clusters Score -3360696 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
Score: -3360725.750000 Penalty: 3429.010010
	Iteration 29Q: 3 clusters Score -3360726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -3360738.500000 Penalty: 3429.010010
	Iteration 30Q: 3 clusters Score -3360738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 37113 members 
Entering Unmasked Estep 
Score: -3360754.750000 Penalty: 3429.010010
	Iteration 31Q: 3 clusters Score -3360755 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 37147 members 
Entering Unmasked Estep 
Score: -3360768.000000 Penalty: 3429.010010
	Iteration 32Q: 3 clusters Score -3360768 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -3360772.750000 Penalty: 3429.010010
	Iteration 33Q: 3 clusters Score -3360773 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -3360782.000000 Penalty: 3429.010010
	Iteration 34Q: 3 clusters Score -3360782 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -3360790.750000 Penalty: 3429.010010
	Iteration 35Q: 3 clusters Score -3360791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 37230 members 
Entering Unmasked Estep 
Score: -3360794.250000 Penalty: 3429.010010
	Iteration 36Q: 3 clusters Score -3360794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -3360797.750000 Penalty: 3429.010010
	Iteration 37Q: 3 clusters Score -3360798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -3360800.000000 Penalty: 3429.010010
	Iteration 38Q: 3 clusters Score -3360800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 37269 members 
Entering Unmasked Estep 
Score: -3360794.500000 Penalty: 3429.010010
	Iteration 39Q: 3 clusters Score -3360794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -3360799.000000 Penalty: 3429.010010
	Iteration 40F: 3 clusters Score -3360799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 37302 members 
Entering Unmasked Estep 
Score: -3360805.750000 Penalty: 3429.010010
	Iteration 41Q: 3 clusters Score -3360806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -3360812.000000 Penalty: 3429.010010
	Iteration 42Q: 3 clusters Score -3360812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -3360820.250000 Penalty: 3429.010010
	Iteration 43Q: 3 clusters Score -3360820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -3360817.000000 Penalty: 3429.010010
	Iteration 44Q: 3 clusters Score -3360817 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -3360825.250000 Penalty: 3429.010010
	Iteration 45Q: 3 clusters Score -3360825 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -3360833.500000 Penalty: 3429.010010
	Iteration 46Q: 3 clusters Score -3360834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 37395 members 
Entering Unmasked Estep 
Score: -3360840.000000 Penalty: 3429.010010
	Iteration 47Q: 3 clusters Score -3360840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 37410 members 
Entering Unmasked Estep 
Score: -3360846.000000 Penalty: 3429.010010
	Iteration 48Q: 3 clusters Score -3360846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -3360854.250000 Penalty: 3429.010010
	Iteration 49Q: 3 clusters Score -3360854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -3360863.250000 Penalty: 3429.010010
	Iteration 50Q: 3 clusters Score -3360863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -3360872.250000 Penalty: 3429.010010
	Iteration 51Q: 3 clusters Score -3360872 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -3360887.000000 Penalty: 3429.010010
	Iteration 52Q: 3 clusters Score -3360887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37498 members 
Entering Unmasked Estep 
Score: -3360894.750000 Penalty: 3429.010010
	Iteration 53Q: 3 clusters Score -3360895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 37503 members 
Entering Unmasked Estep 
Score: -3360895.750000 Penalty: 3429.010010
	Iteration 54Q: 3 clusters Score -3360896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -3360896.250000 Penalty: 3429.010010
	Iteration 55Q: 3 clusters Score -3360896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
Score: -3360896.750000 Penalty: 3429.010010
	Iteration 56Q: 3 clusters Score -3360897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -3360900.750000 Penalty: 3429.010010
	Iteration 57Q: 3 clusters Score -3360901 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 37522 members 
Entering Unmasked Estep 
Score: -3360899.000000 Penalty: 3429.010010
	Iteration 58Q: 3 clusters Score -3360899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37526 members 
Entering Unmasked Estep 
Score: -3360905.750000 Penalty: 3429.010010
	Iteration 59Q: 3 clusters Score -3360906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 37532 members 
Entering Unmasked Estep 
Score: -3360907.250000 Penalty: 3429.010010
	Iteration 60F: 3 clusters Score -3360907 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -3360910.000000 Penalty: 3429.010010
	Iteration 61Q: 3 clusters Score -3360910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 37543 members 
Entering Unmasked Estep 
Score: -3360908.750000 Penalty: 3429.010010
	Iteration 62Q: 3 clusters Score -3360909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -3360907.750000 Penalty: 3429.010010
	Iteration 63Q: 3 clusters Score -3360908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -3360913.000000 Penalty: 3429.010010
	Iteration 64Q: 3 clusters Score -3360913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -3360916.500000 Penalty: 3429.010010
	Iteration 65Q: 3 clusters Score -3360916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 37570 members 
Entering Unmasked Estep 
Score: -3360917.500000 Penalty: 3429.010010
	Iteration 66Q: 3 clusters Score -3360918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -3360920.250000 Penalty: 3429.010010
	Iteration 67Q: 3 clusters Score -3360920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -3360921.500000 Penalty: 3429.010010
	Iteration 68Q: 3 clusters Score -3360922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3360921.250000 Penalty: 3429.010010
	Iteration 69Q: 3 clusters Score -3360921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -3360921.250000 Penalty: 3429.010010
	Iteration 70F: 3 clusters Score -3360921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (10543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Entering Unmasked Estep 
Score: -908966.187500 Penalty: 1505.272705
	Iteration 0F: 2 clusters Score -908966.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -901426.375000 Penalty: 3010.545410
	Iteration 0F: 3 clusters Score -901426.4 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -903958.937500 Penalty: 3010.545410
	Iteration 1F: 3 clusters Score -903958.9 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -904279.375000 Penalty: 3010.545410
	Iteration 2F: 3 clusters Score -904279.4 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -904678.750000 Penalty: 3010.545410
	Iteration 3F: 3 clusters Score -904678.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -905155.812500 Penalty: 3010.545410
	Iteration 4F: 3 clusters Score -905155.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -905633.562500 Penalty: 3010.545410
	Iteration 5F: 3 clusters Score -905633.6 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -906129.562500 Penalty: 3010.545410
	Iteration 6F: 3 clusters Score -906129.6 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -906570.000000 Penalty: 3010.545410
	Iteration 7F: 3 clusters Score -906570 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -906917.562500 Penalty: 3010.545410
	Iteration 8Q: 3 clusters Score -906917.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -907171.187500 Penalty: 3010.545410
	Iteration 9Q: 3 clusters Score -907171.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -907361.812500 Penalty: 3010.545410
	Iteration 10Q: 3 clusters Score -907361.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -907538.312500 Penalty: 3010.545410
	Iteration 11Q: 3 clusters Score -907538.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -907680.812500 Penalty: 3010.545410
	Iteration 12Q: 3 clusters Score -907680.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -907792.375000 Penalty: 3010.545410
	Iteration 13Q: 3 clusters Score -907792.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -907906.000000 Penalty: 3010.545410
	Iteration 14Q: 3 clusters Score -907906 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -908009.187500 Penalty: 3010.545410
	Iteration 15Q: 3 clusters Score -908009.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -908098.625000 Penalty: 3010.545410
	Iteration 16Q: 3 clusters Score -908098.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -908196.375000 Penalty: 3010.545410
	Iteration 17Q: 3 clusters Score -908196.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -908293.312500 Penalty: 3010.545410
	Iteration 18Q: 3 clusters Score -908293.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -908394.875000 Penalty: 3010.545410
	Iteration 19Q: 3 clusters Score -908394.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -908484.875000 Penalty: 3010.545410
	Iteration 20F: 3 clusters Score -908484.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -908522.125000 Penalty: 3010.545410
	Iteration 21Q: 3 clusters Score -908522.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -908540.187500 Penalty: 3010.545410
	Iteration 22Q: 3 clusters Score -908540.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -908553.625000 Penalty: 3010.545410
	Iteration 23Q: 3 clusters Score -908553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -908562.062500 Penalty: 3010.545410
	Iteration 24Q: 3 clusters Score -908562.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -908569.812500 Penalty: 3010.545410
	Iteration 25Q: 3 clusters Score -908569.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -908572.625000 Penalty: 3010.545410
	Iteration 26Q: 3 clusters Score -908572.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -908572.062500 Penalty: 3010.545410
	Iteration 27Q: 3 clusters Score -908572.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -908572.687500 Penalty: 3010.545410
	Iteration 28Q: 3 clusters Score -908572.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -908571.750000 Penalty: 3010.545410
	Iteration 29Q: 3 clusters Score -908571.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -908573.875000 Penalty: 3010.545410
	Iteration 30Q: 3 clusters Score -908573.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -908573.875000 Penalty: 3010.545410
	Iteration 31F: 3 clusters Score -908573.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -110036.242188 Penalty: 1169.583252
	Iteration 0F: 2 clusters Score -110036.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -108318.320312 Penalty: 2339.166504
	Iteration 0F: 3 clusters Score -108318.3 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -108651.429688 Penalty: 2339.166504
	Iteration 1F: 3 clusters Score -108651.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -108742.171875 Penalty: 2339.166504
	Iteration 2F: 3 clusters Score -108742.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -108804.296875 Penalty: 2339.166504
	Iteration 3Q: 3 clusters Score -108804.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -108841.156250 Penalty: 2339.166504
	Iteration 4Q: 3 clusters Score -108841.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -108866.718750 Penalty: 2339.166504
	Iteration 5Q: 3 clusters Score -108866.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108889.812500 Penalty: 2339.166504
	Iteration 6Q: 3 clusters Score -108889.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -108911.750000 Penalty: 2339.166504
	Iteration 7Q: 3 clusters Score -108911.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -108928.671875 Penalty: 2339.166504
	Iteration 8Q: 3 clusters Score -108928.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -108940.320312 Penalty: 2339.166504
	Iteration 9Q: 3 clusters Score -108940.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -108955.429688 Penalty: 2339.166504
	Iteration 10Q: 3 clusters Score -108955.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -108973.031250 Penalty: 2339.166504
	Iteration 11Q: 3 clusters Score -108973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -108990.664062 Penalty: 2339.166504
	Iteration 12Q: 3 clusters Score -108990.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109007.031250 Penalty: 2339.166504
	Iteration 13Q: 3 clusters Score -109007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -109028.570312 Penalty: 2339.166504
	Iteration 14Q: 3 clusters Score -109028.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -109053.679688 Penalty: 2339.166504
	Iteration 15Q: 3 clusters Score -109053.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -109072.945312 Penalty: 2339.166504
	Iteration 16Q: 3 clusters Score -109072.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -109092.656250 Penalty: 2339.166504
	Iteration 17Q: 3 clusters Score -109092.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -109112.968750 Penalty: 2339.166504
	Iteration 18Q: 3 clusters Score -109113 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -109131.328125 Penalty: 2339.166504
	Iteration 19Q: 3 clusters Score -109131.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -109143.750000 Penalty: 2339.166504
	Iteration 20F: 3 clusters Score -109143.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -109158.656250 Penalty: 2339.166504
	Iteration 21Q: 3 clusters Score -109158.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -109165.492188 Penalty: 2339.166504
	Iteration 22Q: 3 clusters Score -109165.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -109174.148438 Penalty: 2339.166504
	Iteration 23Q: 3 clusters Score -109174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -109184.429688 Penalty: 2339.166504
	Iteration 24Q: 3 clusters Score -109184.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109191.562500 Penalty: 2339.166504
	Iteration 25Q: 3 clusters Score -109191.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -109200.281250 Penalty: 2339.166504
	Iteration 26Q: 3 clusters Score -109200.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109207.960938 Penalty: 2339.166504
	Iteration 27Q: 3 clusters Score -109208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109212.273438 Penalty: 2339.166504
	Iteration 28Q: 3 clusters Score -109212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -109217.015625 Penalty: 2339.166504
	Iteration 29Q: 3 clusters Score -109217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109221.351562 Penalty: 2339.166504
	Iteration 30Q: 3 clusters Score -109221.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109224.031250 Penalty: 2339.166504
	Iteration 31Q: 3 clusters Score -109224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109228.031250 Penalty: 2339.166504
	Iteration 32Q: 3 clusters Score -109228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -109229.281250 Penalty: 2339.166504
	Iteration 33Q: 3 clusters Score -109229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109229.734375 Penalty: 2339.166504
	Iteration 34Q: 3 clusters Score -109229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -109229.734375 Penalty: 2339.166504
	Iteration 35F: 3 clusters Score -109229.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Entering Unmasked Estep 
Score: -93220.296875 Penalty: 1141.216064
	Iteration 0F: 2 clusters Score -93220.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91688.812500 Penalty: 2282.432129
	Iteration 0F: 3 clusters Score -91688.81 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92002.109375 Penalty: 2282.432129
	Iteration 1F: 3 clusters Score -92002.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -92105.937500 Penalty: 2282.432129
	Iteration 2F: 3 clusters Score -92105.94 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -92147.328125 Penalty: 2282.432129
	Iteration 3Q: 3 clusters Score -92147.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92172.273438 Penalty: 2282.432129
	Iteration 4Q: 3 clusters Score -92172.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92200.687500 Penalty: 2282.432129
	Iteration 5Q: 3 clusters Score -92200.69 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -92231.195312 Penalty: 2282.432129
	Iteration 6Q: 3 clusters Score -92231.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -92263.437500 Penalty: 2282.432129
	Iteration 7Q: 3 clusters Score -92263.44 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -92312.226562 Penalty: 2282.432129
	Iteration 8Q: 3 clusters Score -92312.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -92345.453125 Penalty: 2282.432129
	Iteration 9Q: 3 clusters Score -92345.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92375.773438 Penalty: 2282.432129
	Iteration 10Q: 3 clusters Score -92375.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -92401.710938 Penalty: 2282.432129
	Iteration 11Q: 3 clusters Score -92401.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -92414.820312 Penalty: 2282.432129
	Iteration 12Q: 3 clusters Score -92414.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -92427.789062 Penalty: 2282.432129
	Iteration 13Q: 3 clusters Score -92427.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -92448.078125 Penalty: 2282.432129
	Iteration 14Q: 3 clusters Score -92448.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -92466.273438 Penalty: 2282.432129
	Iteration 15Q: 3 clusters Score -92466.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92486.320312 Penalty: 2282.432129
	Iteration 16Q: 3 clusters Score -92486.32 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92514.046875 Penalty: 2282.432129
	Iteration 17Q: 3 clusters Score -92514.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -92542.265625 Penalty: 2282.432129
	Iteration 18Q: 3 clusters Score -92542.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92559.265625 Penalty: 2282.432129
	Iteration 19Q: 3 clusters Score -92559.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -92578.578125 Penalty: 2282.432129
	Iteration 20F: 3 clusters Score -92578.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -92594.414062 Penalty: 2282.432129
	Iteration 21Q: 3 clusters Score -92594.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92604.406250 Penalty: 2282.432129
	Iteration 22Q: 3 clusters Score -92604.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -92613.093750 Penalty: 2282.432129
	Iteration 23Q: 3 clusters Score -92613.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92618.867188 Penalty: 2282.432129
	Iteration 24Q: 3 clusters Score -92618.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -92624.000000 Penalty: 2282.432129
	Iteration 25Q: 3 clusters Score -92624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92624.265625 Penalty: 2282.432129
	Iteration 26Q: 3 clusters Score -92624.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92624.265625 Penalty: 2282.432129
	Iteration 27F: 3 clusters Score -92624.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Entering Unmasked Estep 
Score: -268267.031250 Penalty: 1310.962769
	Iteration 0F: 2 clusters Score -268267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -265454.843750 Penalty: 2621.925537
	Iteration 0F: 3 clusters Score -265454.8 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -266244.125000 Penalty: 2621.925537
	Iteration 1F: 3 clusters Score -266244.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -266511.593750 Penalty: 2621.925537
	Iteration 2F: 3 clusters Score -266511.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -266766.562500 Penalty: 2621.925537
	Iteration 3F: 3 clusters Score -266766.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -267010.875000 Penalty: 2621.925537
	Iteration 4F: 3 clusters Score -267010.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -267232.593750 Penalty: 2621.925537
	Iteration 5F: 3 clusters Score -267232.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267397.125000 Penalty: 2621.925537
	Iteration 6F: 3 clusters Score -267397.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -267506.843750 Penalty: 2621.925537
	Iteration 7Q: 3 clusters Score -267506.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -267603.218750 Penalty: 2621.925537
	Iteration 8Q: 3 clusters Score -267603.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -267683.093750 Penalty: 2621.925537
	Iteration 9Q: 3 clusters Score -267683.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -267730.375000 Penalty: 2621.925537
	Iteration 10Q: 3 clusters Score -267730.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -267762.531250 Penalty: 2621.925537
	Iteration 11Q: 3 clusters Score -267762.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267785.125000 Penalty: 2621.925537
	Iteration 12Q: 3 clusters Score -267785.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -267799.812500 Penalty: 2621.925537
	Iteration 13Q: 3 clusters Score -267799.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267809.500000 Penalty: 2621.925537
	Iteration 14Q: 3 clusters Score -267809.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267813.812500 Penalty: 2621.925537
	Iteration 15Q: 3 clusters Score -267813.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267819.250000 Penalty: 2621.925537
	Iteration 16Q: 3 clusters Score -267819.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -267823.218750 Penalty: 2621.925537
	Iteration 17Q: 3 clusters Score -267823.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267826.250000 Penalty: 2621.925537
	Iteration 18Q: 3 clusters Score -267826.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -267827.531250 Penalty: 2621.925537
	Iteration 19Q: 3 clusters Score -267827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267828.812500 Penalty: 2621.925537
	Iteration 20F: 3 clusters Score -267828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267829.562500 Penalty: 2621.925537
	Iteration 21Q: 3 clusters Score -267829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -267829.562500 Penalty: 2621.925537
	Iteration 22F: 3 clusters Score -267829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -166313.546875 Penalty: 1240.501221
	Iteration 0F: 2 clusters Score -166313.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -164225.375000 Penalty: 2481.002441
	Iteration 0F: 3 clusters Score -164225.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -164848.140625 Penalty: 2481.002441
	Iteration 1F: 3 clusters Score -164848.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165089.281250 Penalty: 2481.002441
	Iteration 2F: 3 clusters Score -165089.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -165266.390625 Penalty: 2481.002441
	Iteration 3F: 3 clusters Score -165266.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165415.140625 Penalty: 2481.002441
	Iteration 4F: 3 clusters Score -165415.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165526.421875 Penalty: 2481.002441
	Iteration 5Q: 3 clusters Score -165526.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165610.703125 Penalty: 2481.002441
	Iteration 6Q: 3 clusters Score -165610.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -165669.093750 Penalty: 2481.002441
	Iteration 7Q: 3 clusters Score -165669.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165703.062500 Penalty: 2481.002441
	Iteration 8Q: 3 clusters Score -165703.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -165722.781250 Penalty: 2481.002441
	Iteration 9Q: 3 clusters Score -165722.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165735.625000 Penalty: 2481.002441
	Iteration 10Q: 3 clusters Score -165735.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -165745.203125 Penalty: 2481.002441
	Iteration 11Q: 3 clusters Score -165745.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -165763.156250 Penalty: 2481.002441
	Iteration 12Q: 3 clusters Score -165763.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165780.046875 Penalty: 2481.002441
	Iteration 13Q: 3 clusters Score -165780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165789.796875 Penalty: 2481.002441
	Iteration 14Q: 3 clusters Score -165789.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165798.093750 Penalty: 2481.002441
	Iteration 15Q: 3 clusters Score -165798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -165803.718750 Penalty: 2481.002441
	Iteration 16Q: 3 clusters Score -165803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165808.296875 Penalty: 2481.002441
	Iteration 17Q: 3 clusters Score -165808.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -165812.453125 Penalty: 2481.002441
	Iteration 18Q: 3 clusters Score -165812.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165812.796875 Penalty: 2481.002441
	Iteration 19Q: 3 clusters Score -165812.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -165812.796875 Penalty: 2481.002441
	Iteration 20F: 3 clusters Score -165812.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (5267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Entering Unmasked Estep 
Score: -440385.906250 Penalty: 1392.497559
	Iteration 0F: 2 clusters Score -440385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -436221.562500 Penalty: 2784.995117
	Iteration 0F: 3 clusters Score -436221.6 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -437590.968750 Penalty: 2784.995117
	Iteration 1F: 3 clusters Score -437591 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -438122.812500 Penalty: 2784.995117
	Iteration 2F: 3 clusters Score -438122.8 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -438582.500000 Penalty: 2784.995117
	Iteration 3F: 3 clusters Score -438582.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -438879.343750 Penalty: 2784.995117
	Iteration 4F: 3 clusters Score -438879.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -439062.937500 Penalty: 2784.995117
	Iteration 5Q: 3 clusters Score -439062.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -439215.718750 Penalty: 2784.995117
	Iteration 6Q: 3 clusters Score -439215.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -439350.687500 Penalty: 2784.995117
	Iteration 7Q: 3 clusters Score -439350.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -439437.718750 Penalty: 2784.995117
	Iteration 8Q: 3 clusters Score -439437.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -439489.218750 Penalty: 2784.995117
	Iteration 9Q: 3 clusters Score -439489.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -439535.375000 Penalty: 2784.995117
	Iteration 10Q: 3 clusters Score -439535.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -439584.062500 Penalty: 2784.995117
	Iteration 11Q: 3 clusters Score -439584.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -439632.906250 Penalty: 2784.995117
	Iteration 12Q: 3 clusters Score -439632.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -439685.437500 Penalty: 2784.995117
	Iteration 13Q: 3 clusters Score -439685.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -439729.031250 Penalty: 2784.995117
	Iteration 14Q: 3 clusters Score -439729 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -439757.843750 Penalty: 2784.995117
	Iteration 15Q: 3 clusters Score -439757.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -439778.781250 Penalty: 2784.995117
	Iteration 16Q: 3 clusters Score -439778.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -439798.312500 Penalty: 2784.995117
	Iteration 17Q: 3 clusters Score -439798.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -439814.250000 Penalty: 2784.995117
	Iteration 18Q: 3 clusters Score -439814.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -439828.406250 Penalty: 2784.995117
	Iteration 19Q: 3 clusters Score -439828.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -439844.625000 Penalty: 2784.995117
	Iteration 20F: 3 clusters Score -439844.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -439857.593750 Penalty: 2784.995117
	Iteration 21Q: 3 clusters Score -439857.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -439870.562500 Penalty: 2784.995117
	Iteration 22Q: 3 clusters Score -439870.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -439880.843750 Penalty: 2784.995117
	Iteration 23Q: 3 clusters Score -439880.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -439888.156250 Penalty: 2784.995117
	Iteration 24Q: 3 clusters Score -439888.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -439900.000000 Penalty: 2784.995117
	Iteration 25Q: 3 clusters Score -439900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -439913.468750 Penalty: 2784.995117
	Iteration 26Q: 3 clusters Score -439913.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -439938.187500 Penalty: 2784.995117
	Iteration 27Q: 3 clusters Score -439938.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -439969.937500 Penalty: 2784.995117
	Iteration 28Q: 3 clusters Score -439969.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -440005.406250 Penalty: 2784.995117
	Iteration 29Q: 3 clusters Score -440005.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -440054.625000 Penalty: 2784.995117
	Iteration 30Q: 3 clusters Score -440054.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -440105.468750 Penalty: 2784.995117
	Iteration 31Q: 3 clusters Score -440105.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -440140.187500 Penalty: 2784.995117
	Iteration 32Q: 3 clusters Score -440140.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -440166.593750 Penalty: 2784.995117
	Iteration 33Q: 3 clusters Score -440166.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -440182.937500 Penalty: 2784.995117
	Iteration 34Q: 3 clusters Score -440182.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -440191.125000 Penalty: 2784.995117
	Iteration 35Q: 3 clusters Score -440191.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -440197.250000 Penalty: 2784.995117
	Iteration 36Q: 3 clusters Score -440197.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -440199.718750 Penalty: 2784.995117
	Iteration 37Q: 3 clusters Score -440199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -440202.968750 Penalty: 2784.995117
	Iteration 38Q: 3 clusters Score -440203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -440204.500000 Penalty: 2784.995117
	Iteration 39Q: 3 clusters Score -440204.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -440204.812500 Penalty: 2784.995117
	Iteration 40F: 3 clusters Score -440204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -440207.031250 Penalty: 2784.995117
	Iteration 41Q: 3 clusters Score -440207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -440207.531250 Penalty: 2784.995117
	Iteration 42Q: 3 clusters Score -440207.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -440208.718750 Penalty: 2784.995117
	Iteration 43Q: 3 clusters Score -440208.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -440208.843750 Penalty: 2784.995117
	Iteration 44Q: 3 clusters Score -440208.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -440209.156250 Penalty: 2784.995117
	Iteration 45Q: 3 clusters Score -440209.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -440209.343750 Penalty: 2784.995117
	Iteration 46Q: 3 clusters Score -440209.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -440210.281250 Penalty: 2784.995117
	Iteration 47Q: 3 clusters Score -440210.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -440211.718750 Penalty: 2784.995117
	Iteration 48Q: 3 clusters Score -440211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -440214.375000 Penalty: 2784.995117
	Iteration 49Q: 3 clusters Score -440214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -440217.125000 Penalty: 2784.995117
	Iteration 50Q: 3 clusters Score -440217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -440218.312500 Penalty: 2784.995117
	Iteration 51Q: 3 clusters Score -440218.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -440221.031250 Penalty: 2784.995117
	Iteration 52Q: 3 clusters Score -440221 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440224.468750 Penalty: 2784.995117
	Iteration 53Q: 3 clusters Score -440224.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -440226.531250 Penalty: 2784.995117
	Iteration 54Q: 3 clusters Score -440226.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -440227.093750 Penalty: 2784.995117
	Iteration 55Q: 3 clusters Score -440227.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440228.125000 Penalty: 2784.995117
	Iteration 56Q: 3 clusters Score -440228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -440228.343750 Penalty: 2784.995117
	Iteration 57Q: 3 clusters Score -440228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440228.750000 Penalty: 2784.995117
	Iteration 58Q: 3 clusters Score -440228.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440230.250000 Penalty: 2784.995117
	Iteration 59Q: 3 clusters Score -440230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440230.687500 Penalty: 2784.995117
	Iteration 60F: 3 clusters Score -440230.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -440231.062500 Penalty: 2784.995117
	Iteration 61Q: 3 clusters Score -440231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440230.968750 Penalty: 2784.995117
	Iteration 62Q: 3 clusters Score -440231 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -440230.968750 Penalty: 2784.995117
	Iteration 63F: 3 clusters Score -440231 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Entering Unmasked Estep 
Score: -258939.515625 Penalty: 1315.485229
	Iteration 0F: 2 clusters Score -258939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -256053.515625 Penalty: 2630.970459
	Iteration 0F: 3 clusters Score -256053.5 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -256769.859375 Penalty: 2630.970459
	Iteration 1F: 3 clusters Score -256769.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -256972.593750 Penalty: 2630.970459
	Iteration 2F: 3 clusters Score -256972.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -257176.250000 Penalty: 2630.970459
	Iteration 3F: 3 clusters Score -257176.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -257366.078125 Penalty: 2630.970459
	Iteration 4F: 3 clusters Score -257366.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -257519.578125 Penalty: 2630.970459
	Iteration 5Q: 3 clusters Score -257519.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -257670.421875 Penalty: 2630.970459
	Iteration 6Q: 3 clusters Score -257670.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -257773.203125 Penalty: 2630.970459
	Iteration 7Q: 3 clusters Score -257773.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -257870.984375 Penalty: 2630.970459
	Iteration 8Q: 3 clusters Score -257871 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -257943.921875 Penalty: 2630.970459
	Iteration 9Q: 3 clusters Score -257943.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -258038.093750 Penalty: 2630.970459
	Iteration 10Q: 3 clusters Score -258038.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -258120.281250 Penalty: 2630.970459
	Iteration 11Q: 3 clusters Score -258120.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -258178.203125 Penalty: 2630.970459
	Iteration 12Q: 3 clusters Score -258178.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -258219.515625 Penalty: 2630.970459
	Iteration 13Q: 3 clusters Score -258219.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258246.890625 Penalty: 2630.970459
	Iteration 14Q: 3 clusters Score -258246.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258268.078125 Penalty: 2630.970459
	Iteration 15Q: 3 clusters Score -258268.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -258285.453125 Penalty: 2630.970459
	Iteration 16Q: 3 clusters Score -258285.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -258300.531250 Penalty: 2630.970459
	Iteration 17Q: 3 clusters Score -258300.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -258311.640625 Penalty: 2630.970459
	Iteration 18Q: 3 clusters Score -258311.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -258324.187500 Penalty: 2630.970459
	Iteration 19Q: 3 clusters Score -258324.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -258333.968750 Penalty: 2630.970459
	Iteration 20F: 3 clusters Score -258334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258347.234375 Penalty: 2630.970459
	Iteration 21Q: 3 clusters Score -258347.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -258355.984375 Penalty: 2630.970459
	Iteration 22Q: 3 clusters Score -258356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -258360.562500 Penalty: 2630.970459
	Iteration 23Q: 3 clusters Score -258360.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -258363.578125 Penalty: 2630.970459
	Iteration 24Q: 3 clusters Score -258363.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -258365.906250 Penalty: 2630.970459
	Iteration 25Q: 3 clusters Score -258365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -258367.937500 Penalty: 2630.970459
	Iteration 26Q: 3 clusters Score -258367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -258370.406250 Penalty: 2630.970459
	Iteration 27Q: 3 clusters Score -258370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -258371.359375 Penalty: 2630.970459
	Iteration 28Q: 3 clusters Score -258371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -258373.046875 Penalty: 2630.970459
	Iteration 29Q: 3 clusters Score -258373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -258373.625000 Penalty: 2630.970459
	Iteration 30Q: 3 clusters Score -258373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -258374.468750 Penalty: 2630.970459
	Iteration 31Q: 3 clusters Score -258374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -258376.171875 Penalty: 2630.970459
	Iteration 32Q: 3 clusters Score -258376.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -258377.937500 Penalty: 2630.970459
	Iteration 33Q: 3 clusters Score -258377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -258378.609375 Penalty: 2630.970459
	Iteration 34Q: 3 clusters Score -258378.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -258380.656250 Penalty: 2630.970459
	Iteration 35Q: 3 clusters Score -258380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -258382.421875 Penalty: 2630.970459
	Iteration 36Q: 3 clusters Score -258382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -258385.375000 Penalty: 2630.970459
	Iteration 37Q: 3 clusters Score -258385.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -258388.625000 Penalty: 2630.970459
	Iteration 38Q: 3 clusters Score -258388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -258390.359375 Penalty: 2630.970459
	Iteration 39Q: 3 clusters Score -258390.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -258391.609375 Penalty: 2630.970459
	Iteration 40F: 3 clusters Score -258391.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -258393.937500 Penalty: 2630.970459
	Iteration 41Q: 3 clusters Score -258393.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -258397.281250 Penalty: 2630.970459
	Iteration 42Q: 3 clusters Score -258397.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -258401.187500 Penalty: 2630.970459
	Iteration 43Q: 3 clusters Score -258401.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -258403.171875 Penalty: 2630.970459
	Iteration 44Q: 3 clusters Score -258403.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -258405.046875 Penalty: 2630.970459
	Iteration 45Q: 3 clusters Score -258405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258405.656250 Penalty: 2630.970459
	Iteration 46Q: 3 clusters Score -258405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258407.015625 Penalty: 2630.970459
	Iteration 47Q: 3 clusters Score -258407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258407.140625 Penalty: 2630.970459
	Iteration 48Q: 3 clusters Score -258407.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -258407.484375 Penalty: 2630.970459
	Iteration 49Q: 3 clusters Score -258407.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -258407.671875 Penalty: 2630.970459
	Iteration 50Q: 3 clusters Score -258407.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -258407.859375 Penalty: 2630.970459
	Iteration 51Q: 3 clusters Score -258407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -258408.343750 Penalty: 2630.970459
	Iteration 52Q: 3 clusters Score -258408.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -258408.468750 Penalty: 2630.970459
	Iteration 53Q: 3 clusters Score -258408.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -258408.468750 Penalty: 2630.970459
	Iteration 54F: 3 clusters Score -258408.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Entering Unmasked Estep 
Score: -282070.843750 Penalty: 1317.797974
	Iteration 0F: 2 clusters Score -282070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -279164.625000 Penalty: 2635.595947
	Iteration 0F: 3 clusters Score -279164.6 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -280067.000000 Penalty: 2635.595947
	Iteration 1F: 3 clusters Score -280067 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -280368.531250 Penalty: 2635.595947
	Iteration 2F: 3 clusters Score -280368.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -280606.187500 Penalty: 2635.595947
	Iteration 3F: 3 clusters Score -280606.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -280791.781250 Penalty: 2635.595947
	Iteration 4F: 3 clusters Score -280791.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -280920.593750 Penalty: 2635.595947
	Iteration 5Q: 3 clusters Score -280920.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -280999.750000 Penalty: 2635.595947
	Iteration 6Q: 3 clusters Score -280999.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -281045.218750 Penalty: 2635.595947
	Iteration 7Q: 3 clusters Score -281045.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -281078.031250 Penalty: 2635.595947
	Iteration 8Q: 3 clusters Score -281078 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -281100.437500 Penalty: 2635.595947
	Iteration 9Q: 3 clusters Score -281100.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -281117.500000 Penalty: 2635.595947
	Iteration 10Q: 3 clusters Score -281117.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -281138.750000 Penalty: 2635.595947
	Iteration 11Q: 3 clusters Score -281138.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -281147.843750 Penalty: 2635.595947
	Iteration 12Q: 3 clusters Score -281147.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -281155.531250 Penalty: 2635.595947
	Iteration 13Q: 3 clusters Score -281155.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -281164.187500 Penalty: 2635.595947
	Iteration 14Q: 3 clusters Score -281164.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -281172.812500 Penalty: 2635.595947
	Iteration 15Q: 3 clusters Score -281172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -281178.250000 Penalty: 2635.595947
	Iteration 16Q: 3 clusters Score -281178.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -281182.781250 Penalty: 2635.595947
	Iteration 17Q: 3 clusters Score -281182.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -281186.156250 Penalty: 2635.595947
	Iteration 18Q: 3 clusters Score -281186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -281186.375000 Penalty: 2635.595947
	Iteration 19Q: 3 clusters Score -281186.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -281187.093750 Penalty: 2635.595947
	Iteration 20F: 3 clusters Score -281187.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -281187.218750 Penalty: 2635.595947
	Iteration 21Q: 3 clusters Score -281187.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -281188.375000 Penalty: 2635.595947
	Iteration 22Q: 3 clusters Score -281188.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -281189.156250 Penalty: 2635.595947
	Iteration 23Q: 3 clusters Score -281189.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -281189.437500 Penalty: 2635.595947
	Iteration 24Q: 3 clusters Score -281189.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -281191.125000 Penalty: 2635.595947
	Iteration 25Q: 3 clusters Score -281191.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -281191.781250 Penalty: 2635.595947
	Iteration 26Q: 3 clusters Score -281191.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -281193.343750 Penalty: 2635.595947
	Iteration 27Q: 3 clusters Score -281193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -281194.093750 Penalty: 2635.595947
	Iteration 28Q: 3 clusters Score -281194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -281194.750000 Penalty: 2635.595947
	Iteration 29Q: 3 clusters Score -281194.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -281195.187500 Penalty: 2635.595947
	Iteration 30Q: 3 clusters Score -281195.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -281196.125000 Penalty: 2635.595947
	Iteration 31Q: 3 clusters Score -281196.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -281196.125000 Penalty: 2635.595947
	Iteration 32F: 3 clusters Score -281196.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Entering Unmasked Estep 
Score: -820295.562500 Penalty: 1486.400757
	Iteration 0F: 2 clusters Score -820295.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -813501.437500 Penalty: 2972.801514
	Iteration 0F: 3 clusters Score -813501.4 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -815581.000000 Penalty: 2972.801514
	Iteration 1F: 3 clusters Score -815581 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -815870.437500 Penalty: 2972.801514
	Iteration 2F: 3 clusters Score -815870.4 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -816173.312500 Penalty: 2972.801514
	Iteration 3F: 3 clusters Score -816173.3 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -816527.312500 Penalty: 2972.801514
	Iteration 4F: 3 clusters Score -816527.3 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -817014.687500 Penalty: 2972.801514
	Iteration 5F: 3 clusters Score -817014.7 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -817573.312500 Penalty: 2972.801514
	Iteration 6F: 3 clusters Score -817573.3 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -818131.812500 Penalty: 2972.801514
	Iteration 7F: 3 clusters Score -818131.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -818565.875000 Penalty: 2972.801514
	Iteration 8F: 3 clusters Score -818565.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -818922.062500 Penalty: 2972.801514
	Iteration 9Q: 3 clusters Score -818922.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -819202.437500 Penalty: 2972.801514
	Iteration 10Q: 3 clusters Score -819202.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -819410.562500 Penalty: 2972.801514
	Iteration 11Q: 3 clusters Score -819410.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -819533.250000 Penalty: 2972.801514
	Iteration 12Q: 3 clusters Score -819533.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -819622.687500 Penalty: 2972.801514
	Iteration 13Q: 3 clusters Score -819622.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -819668.562500 Penalty: 2972.801514
	Iteration 14Q: 3 clusters Score -819668.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -819689.375000 Penalty: 2972.801514
	Iteration 15Q: 3 clusters Score -819689.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -819698.937500 Penalty: 2972.801514
	Iteration 16Q: 3 clusters Score -819698.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -819706.875000 Penalty: 2972.801514
	Iteration 17Q: 3 clusters Score -819706.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -819716.250000 Penalty: 2972.801514
	Iteration 18Q: 3 clusters Score -819716.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -819721.625000 Penalty: 2972.801514
	Iteration 19Q: 3 clusters Score -819721.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -819727.375000 Penalty: 2972.801514
	Iteration 20F: 3 clusters Score -819727.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -819729.250000 Penalty: 2972.801514
	Iteration 21Q: 3 clusters Score -819729.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -819728.437500 Penalty: 2972.801514
	Iteration 22Q: 3 clusters Score -819728.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -819728.437500 Penalty: 2972.801514
	Iteration 23F: 3 clusters Score -819728.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (44746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Entering Unmasked Estep 
Score: -3928539.000000 Penalty: 1740.173096
	Iteration 0F: 2 clusters Score -3928539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -3898542.250000 Penalty: 3480.346191
	Iteration 0F: 3 clusters Score -3898542 nChanged 20968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -3910938.250000 Penalty: 3480.346191
	Iteration 1F: 3 clusters Score -3910938 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3911804.750000 Penalty: 3480.346191
	Iteration 2Q: 3 clusters Score -3911805 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -3912827.750000 Penalty: 3480.346191
	Iteration 3F: 3 clusters Score -3912828 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3913984.000000 Penalty: 3480.346191
	Iteration 4F: 3 clusters Score -3913984 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 26998 members 
Entering Unmasked Estep 
Score: -3915322.500000 Penalty: 3480.346191
	Iteration 5F: 3 clusters Score -3915322 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3916713.250000 Penalty: 3480.346191
	Iteration 6F: 3 clusters Score -3916713 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -3918270.750000 Penalty: 3480.346191
	Iteration 7F: 3 clusters Score -3918271 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -3919828.000000 Penalty: 3480.346191
	Iteration 8Q: 3 clusters Score -3919828 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3921284.500000 Penalty: 3480.346191
	Iteration 9Q: 3 clusters Score -3921284 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 34506 members 
Entering Unmasked Estep 
Score: -3922403.750000 Penalty: 3480.346191
	Iteration 10Q: 3 clusters Score -3922404 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 35502 members 
Entering Unmasked Estep 
Score: -3923178.250000 Penalty: 3480.346191
	Iteration 11Q: 3 clusters Score -3923178 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 36354 members 
Entering Unmasked Estep 
Score: -3923684.000000 Penalty: 3480.346191
	Iteration 12Q: 3 clusters Score -3923684 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -3924017.500000 Penalty: 3480.346191
	Iteration 13Q: 3 clusters Score -3924018 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 37797 members 
Entering Unmasked Estep 
Score: -3924344.000000 Penalty: 3480.346191
	Iteration 14Q: 3 clusters Score -3924344 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -3924630.500000 Penalty: 3480.346191
	Iteration 15Q: 3 clusters Score -3924630 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -3924995.500000 Penalty: 3480.346191
	Iteration 16Q: 3 clusters Score -3924996 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -3925315.750000 Penalty: 3480.346191
	Iteration 17Q: 3 clusters Score -3925316 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -3925607.500000 Penalty: 3480.346191
	Iteration 18Q: 3 clusters Score -3925608 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 40875 members 
Entering Unmasked Estep 
Score: -3925856.500000 Penalty: 3480.346191
	Iteration 19Q: 3 clusters Score -3925856 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -3926086.000000 Penalty: 3480.346191
	Iteration 20F: 3 clusters Score -3926086 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -3926317.250000 Penalty: 3480.346191
	Iteration 21Q: 3 clusters Score -3926317 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -3926492.750000 Penalty: 3480.346191
	Iteration 22Q: 3 clusters Score -3926493 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 42367 members 
Entering Unmasked Estep 
Score: -3926659.250000 Penalty: 3480.346191
	Iteration 23Q: 3 clusters Score -3926659 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -3926763.250000 Penalty: 3480.346191
	Iteration 24Q: 3 clusters Score -3926763 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 42785 members 
Entering Unmasked Estep 
Score: -3926852.500000 Penalty: 3480.346191
	Iteration 25Q: 3 clusters Score -3926852 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42930 members 
Entering Unmasked Estep 
Score: -3926930.000000 Penalty: 3480.346191
	Iteration 26Q: 3 clusters Score -3926930 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -3926976.500000 Penalty: 3480.346191
	Iteration 27Q: 3 clusters Score -3926976 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -3927023.500000 Penalty: 3480.346191
	Iteration 28Q: 3 clusters Score -3927024 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 43230 members 
Entering Unmasked Estep 
Score: -3927055.500000 Penalty: 3480.346191
	Iteration 29Q: 3 clusters Score -3927056 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -3927078.500000 Penalty: 3480.346191
	Iteration 30Q: 3 clusters Score -3927078 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -3927098.500000 Penalty: 3480.346191
	Iteration 31Q: 3 clusters Score -3927098 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 43419 members 
Entering Unmasked Estep 
Score: -3927111.000000 Penalty: 3480.346191
	Iteration 32Q: 3 clusters Score -3927111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 43460 members 
Entering Unmasked Estep 
Score: -3927128.250000 Penalty: 3480.346191
	Iteration 33Q: 3 clusters Score -3927128 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -3927144.000000 Penalty: 3480.346191
	Iteration 34Q: 3 clusters Score -3927144 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -3927159.750000 Penalty: 3480.346191
	Iteration 35Q: 3 clusters Score -3927160 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -3927166.500000 Penalty: 3480.346191
	Iteration 36Q: 3 clusters Score -3927166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -3927173.750000 Penalty: 3480.346191
	Iteration 37Q: 3 clusters Score -3927174 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -3927187.500000 Penalty: 3480.346191
	Iteration 38Q: 3 clusters Score -3927188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -3927197.750000 Penalty: 3480.346191
	Iteration 39Q: 3 clusters Score -3927198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -3927197.250000 Penalty: 3480.346191
	Iteration 40F: 3 clusters Score -3927197 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 43672 members 
Entering Unmasked Estep 
Score: -3927199.250000 Penalty: 3480.346191
	Iteration 41Q: 3 clusters Score -3927199 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -3927207.500000 Penalty: 3480.346191
	Iteration 42Q: 3 clusters Score -3927208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 43702 members 
Entering Unmasked Estep 
Score: -3927214.750000 Penalty: 3480.346191
	Iteration 43Q: 3 clusters Score -3927215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 43713 members 
Entering Unmasked Estep 
Score: -3927222.750000 Penalty: 3480.346191
	Iteration 44Q: 3 clusters Score -3927223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -3927223.500000 Penalty: 3480.346191
	Iteration 45Q: 3 clusters Score -3927224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -3927222.750000 Penalty: 3480.346191
	Iteration 46Q: 3 clusters Score -3927223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -3927230.500000 Penalty: 3480.346191
	Iteration 47Q: 3 clusters Score -3927230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -3927227.500000 Penalty: 3480.346191
	Iteration 48Q: 3 clusters Score -3927228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -3927232.750000 Penalty: 3480.346191
	Iteration 49Q: 3 clusters Score -3927233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -3927234.750000 Penalty: 3480.346191
	Iteration 50Q: 3 clusters Score -3927235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -3927241.500000 Penalty: 3480.346191
	Iteration 51Q: 3 clusters Score -3927242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -3927244.500000 Penalty: 3480.346191
	Iteration 52Q: 3 clusters Score -3927244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 43809 members 
Entering Unmasked Estep 
Score: -3927249.500000 Penalty: 3480.346191
	Iteration 53Q: 3 clusters Score -3927250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -3927256.000000 Penalty: 3480.346191
	Iteration 54Q: 3 clusters Score -3927256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 43824 members 
Entering Unmasked Estep 
Score: -3927259.750000 Penalty: 3480.346191
	Iteration 55Q: 3 clusters Score -3927260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -3927255.750000 Penalty: 3480.346191
	Iteration 56Q: 3 clusters Score -3927256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 43839 members 
Entering Unmasked Estep 
Score: -3927260.000000 Penalty: 3480.346191
	Iteration 57Q: 3 clusters Score -3927260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -3927263.250000 Penalty: 3480.346191
	Iteration 58Q: 3 clusters Score -3927263 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -3927269.000000 Penalty: 3480.346191
	Iteration 59Q: 3 clusters Score -3927269 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -3927273.500000 Penalty: 3480.346191
	Iteration 60F: 3 clusters Score -3927274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 43873 members 
Entering Unmasked Estep 
Score: -3927275.750000 Penalty: 3480.346191
	Iteration 61Q: 3 clusters Score -3927276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -3927279.250000 Penalty: 3480.346191
	Iteration 62Q: 3 clusters Score -3927279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -3927280.500000 Penalty: 3480.346191
	Iteration 63Q: 3 clusters Score -3927280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -3927280.250000 Penalty: 3480.346191
	Iteration 64Q: 3 clusters Score -3927280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -3927280.250000 Penalty: 3480.346191
	Iteration 65F: 3 clusters Score -3927280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (12234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Entering Unmasked Estep 
Score: -1114136.500000 Penalty: 1529.445801
	Iteration 0F: 2 clusters Score -1114136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1105517.500000 Penalty: 3058.891602
	Iteration 0F: 3 clusters Score -1105518 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1108337.875000 Penalty: 3058.891602
	Iteration 1F: 3 clusters Score -1108338 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1108623.375000 Penalty: 3058.891602
	Iteration 2F: 3 clusters Score -1108623 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1108906.875000 Penalty: 3058.891602
	Iteration 3F: 3 clusters Score -1108907 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1109198.375000 Penalty: 3058.891602
	Iteration 4Q: 3 clusters Score -1109198 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1109527.250000 Penalty: 3058.891602
	Iteration 5F: 3 clusters Score -1109527 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -1109921.750000 Penalty: 3058.891602
	Iteration 6F: 3 clusters Score -1109922 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1110398.625000 Penalty: 3058.891602
	Iteration 7F: 3 clusters Score -1110399 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1110901.250000 Penalty: 3058.891602
	Iteration 8F: 3 clusters Score -1110901 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1111335.875000 Penalty: 3058.891602
	Iteration 9Q: 3 clusters Score -1111336 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1111653.500000 Penalty: 3058.891602
	Iteration 10Q: 3 clusters Score -1111654 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1111866.000000 Penalty: 3058.891602
	Iteration 11Q: 3 clusters Score -1111866 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1111958.000000 Penalty: 3058.891602
	Iteration 12Q: 3 clusters Score -1111958 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1112017.500000 Penalty: 3058.891602
	Iteration 13Q: 3 clusters Score -1112018 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1112052.250000 Penalty: 3058.891602
	Iteration 14Q: 3 clusters Score -1112052 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1112073.375000 Penalty: 3058.891602
	Iteration 15Q: 3 clusters Score -1112073 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1112088.000000 Penalty: 3058.891602
	Iteration 16Q: 3 clusters Score -1112088 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1112098.125000 Penalty: 3058.891602
	Iteration 17Q: 3 clusters Score -1112098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1112109.625000 Penalty: 3058.891602
	Iteration 18Q: 3 clusters Score -1112110 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1112113.500000 Penalty: 3058.891602
	Iteration 19Q: 3 clusters Score -1112114 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1112119.125000 Penalty: 3058.891602
	Iteration 20F: 3 clusters Score -1112119 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1112126.750000 Penalty: 3058.891602
	Iteration 21Q: 3 clusters Score -1112127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1112131.625000 Penalty: 3058.891602
	Iteration 22Q: 3 clusters Score -1112132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1112135.250000 Penalty: 3058.891602
	Iteration 23Q: 3 clusters Score -1112135 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1112138.125000 Penalty: 3058.891602
	Iteration 24Q: 3 clusters Score -1112138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1112139.500000 Penalty: 3058.891602
	Iteration 25Q: 3 clusters Score -1112140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1112142.625000 Penalty: 3058.891602
	Iteration 26Q: 3 clusters Score -1112143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1112145.125000 Penalty: 3058.891602
	Iteration 27Q: 3 clusters Score -1112145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1112146.125000 Penalty: 3058.891602
	Iteration 28Q: 3 clusters Score -1112146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1112145.000000 Penalty: 3058.891602
	Iteration 29Q: 3 clusters Score -1112145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1112143.875000 Penalty: 3058.891602
	Iteration 30Q: 3 clusters Score -1112144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1112144.875000 Penalty: 3058.891602
	Iteration 31Q: 3 clusters Score -1112145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1112145.875000 Penalty: 3058.891602
	Iteration 32Q: 3 clusters Score -1112146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1112145.000000 Penalty: 3058.891602
	Iteration 33Q: 3 clusters Score -1112145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1112146.000000 Penalty: 3058.891602
	Iteration 34Q: 3 clusters Score -1112146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1112145.875000 Penalty: 3058.891602
	Iteration 35Q: 3 clusters Score -1112146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1112148.000000 Penalty: 3058.891602
	Iteration 36Q: 3 clusters Score -1112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1112148.000000 Penalty: 3058.891602
	Iteration 37Q: 3 clusters Score -1112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1112146.750000 Penalty: 3058.891602
	Iteration 38Q: 3 clusters Score -1112147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1112148.750000 Penalty: 3058.891602
	Iteration 39Q: 3 clusters Score -1112149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1112148.250000 Penalty: 3058.891602
	Iteration 40F: 3 clusters Score -1112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1112148.250000 Penalty: 3058.891602
	Iteration 41Q: 3 clusters Score -1112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1112148.250000 Penalty: 3058.891602
	Iteration 42Q: 3 clusters Score -1112148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1112149.125000 Penalty: 3058.891602
	Iteration 43Q: 3 clusters Score -1112149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1112148.625000 Penalty: 3058.891602
	Iteration 44Q: 3 clusters Score -1112149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1112148.625000 Penalty: 3058.891602
	Iteration 45F: 3 clusters Score -1112149 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (110154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110154 members 
Entering Unmasked Estep 
Score: -9597420.000000 Penalty: 1886.565552
	Iteration 0F: 2 clusters Score -9597420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54917 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -9523638.000000 Penalty: 3773.131104
	Iteration 0F: 3 clusters Score -9523638 nChanged 52713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 58272 members 
Entering Unmasked Estep 
Score: -9554240.000000 Penalty: 3773.131104
	Iteration 1F: 3 clusters Score -9554240 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49568 members 
Mstep: Class 2 contains 60586 members 
Entering Unmasked Estep 
Score: -9555585.000000 Penalty: 3773.131104
	Iteration 2Q: 3 clusters Score -9555585 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46026 members 
Mstep: Class 2 contains 64128 members 
Entering Unmasked Estep 
Score: -9557612.000000 Penalty: 3773.131104
	Iteration 3Q: 3 clusters Score -9557612 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 69356 members 
Entering Unmasked Estep 
Score: -9561252.000000 Penalty: 3773.131104
	Iteration 4F: 3 clusters Score -9561252 nChanged 8153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 76199 members 
Entering Unmasked Estep 
Score: -9566792.000000 Penalty: 3773.131104
	Iteration 5F: 3 clusters Score -9566792 nChanged 8892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -9573609.000000 Penalty: 3773.131104
	Iteration 6F: 3 clusters Score -9573609 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -9579934.000000 Penalty: 3773.131104
	Iteration 7F: 3 clusters Score -9579934 nChanged 6428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 97830 members 
Entering Unmasked Estep 
Score: -9585226.000000 Penalty: 3773.131104
	Iteration 8F: 3 clusters Score -9585226 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 102575 members 
Entering Unmasked Estep 
Score: -9589062.000000 Penalty: 3773.131104
	Iteration 9Q: 3 clusters Score -9589062 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 105936 members 
Entering Unmasked Estep 
Score: -9591963.000000 Penalty: 3773.131104
	Iteration 10Q: 3 clusters Score -9591963 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 108125 members 
Entering Unmasked Estep 
Score: -9593925.000000 Penalty: 3773.131104
	Iteration 11Q: 3 clusters Score -9593925 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 109218 members 
Entering Unmasked Estep 
Score: -9594877.000000 Penalty: 3773.131104
	Iteration 12Q: 3 clusters Score -9594877 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 109654 members 
Entering Unmasked Estep 
Score: -9595330.000000 Penalty: 3773.131104
	Iteration 13Q: 3 clusters Score -9595330 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 109826 members 
Entering Unmasked Estep 
Score: -9595567.000000 Penalty: 3773.131104
	Iteration 14Q: 3 clusters Score -9595567 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 109886 members 
Entering Unmasked Estep 
Score: -9595655.000000 Penalty: 3773.131104
	Iteration 15Q: 3 clusters Score -9595655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 109912 members 
Entering Unmasked Estep 
Score: -9595699.000000 Penalty: 3773.131104
	Iteration 16Q: 3 clusters Score -9595699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 109922 members 
Entering Unmasked Estep 
Score: -9595722.000000 Penalty: 3773.131104
	Iteration 17Q: 3 clusters Score -9595722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 109924 members 
Entering Unmasked Estep 
Score: -9595737.000000 Penalty: 3773.131104
	Iteration 18Q: 3 clusters Score -9595737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 109925 members 
Entering Unmasked Estep 
Score: -9595738.000000 Penalty: 3773.131104
	Iteration 19Q: 3 clusters Score -9595738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 109929 members 
Entering Unmasked Estep 
Score: -9595749.000000 Penalty: 3773.131104
	Iteration 20F: 3 clusters Score -9595749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 109931 members 
Entering Unmasked Estep 
Score: -9595749.000000 Penalty: 3773.131104
	Iteration 21Q: 3 clusters Score -9595749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 109932 members 
Entering Unmasked Estep 
Score: -9595753.000000 Penalty: 3773.131104
	Iteration 22Q: 3 clusters Score -9595753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3773.131104
	Iteration 23Q: 3 clusters Score -9595754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 109933 members 
Entering Unmasked Estep 
Score: -9595754.000000 Penalty: 3773.131104
	Iteration 24Q: 3 clusters Score -9595754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 109934 members 
Entering Unmasked Estep 
Score: -9595756.000000 Penalty: 3773.131104
	Iteration 25Q: 3 clusters Score -9595756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 109936 members 
Entering Unmasked Estep 
Score: -9595759.000000 Penalty: 3773.131104
	Iteration 26Q: 3 clusters Score -9595759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -9595764.000000 Penalty: 3773.131104
	Iteration 27Q: 3 clusters Score -9595764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 109937 members 
Entering Unmasked Estep 
Score: -9595764.000000 Penalty: 3773.131104
	Iteration 28F: 3 clusters Score -9595764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1180057.125000 Penalty: 1541.980103
	Iteration 0F: 2 clusters Score -1180057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1170736.875000 Penalty: 3083.960205
	Iteration 0F: 3 clusters Score -1170737 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1173976.125000 Penalty: 3083.960205
	Iteration 1F: 3 clusters Score -1173976 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1174254.250000 Penalty: 3083.960205
	Iteration 2F: 3 clusters Score -1174254 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1174511.625000 Penalty: 3083.960205
	Iteration 3Q: 3 clusters Score -1174512 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1174751.375000 Penalty: 3083.960205
	Iteration 4Q: 3 clusters Score -1174751 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1175049.000000 Penalty: 3083.960205
	Iteration 5Q: 3 clusters Score -1175049 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1175401.875000 Penalty: 3083.960205
	Iteration 6Q: 3 clusters Score -1175402 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1175835.125000 Penalty: 3083.960205
	Iteration 7Q: 3 clusters Score -1175835 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1176347.875000 Penalty: 3083.960205
	Iteration 8F: 3 clusters Score -1176348 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1176822.875000 Penalty: 3083.960205
	Iteration 9F: 3 clusters Score -1176823 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1177163.250000 Penalty: 3083.960205
	Iteration 10Q: 3 clusters Score -1177163 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1177355.375000 Penalty: 3083.960205
	Iteration 11Q: 3 clusters Score -1177355 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1177467.750000 Penalty: 3083.960205
	Iteration 12Q: 3 clusters Score -1177468 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1177558.625000 Penalty: 3083.960205
	Iteration 13Q: 3 clusters Score -1177559 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1177643.375000 Penalty: 3083.960205
	Iteration 14Q: 3 clusters Score -1177643 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1177714.500000 Penalty: 3083.960205
	Iteration 15Q: 3 clusters Score -1177714 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1177769.000000 Penalty: 3083.960205
	Iteration 16Q: 3 clusters Score -1177769 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1177825.875000 Penalty: 3083.960205
	Iteration 17Q: 3 clusters Score -1177826 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1177876.500000 Penalty: 3083.960205
	Iteration 18Q: 3 clusters Score -1177876 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1177911.625000 Penalty: 3083.960205
	Iteration 19Q: 3 clusters Score -1177912 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1177929.750000 Penalty: 3083.960205
	Iteration 20F: 3 clusters Score -1177930 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1177950.750000 Penalty: 3083.960205
	Iteration 21Q: 3 clusters Score -1177951 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1177959.625000 Penalty: 3083.960205
	Iteration 22Q: 3 clusters Score -1177960 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1177974.500000 Penalty: 3083.960205
	Iteration 23Q: 3 clusters Score -1177974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1177980.625000 Penalty: 3083.960205
	Iteration 24Q: 3 clusters Score -1177981 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1177988.750000 Penalty: 3083.960205
	Iteration 25Q: 3 clusters Score -1177989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1177994.625000 Penalty: 3083.960205
	Iteration 26Q: 3 clusters Score -1177995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1178007.375000 Penalty: 3083.960205
	Iteration 27Q: 3 clusters Score -1178007 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1178017.500000 Penalty: 3083.960205
	Iteration 28Q: 3 clusters Score -1178018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1178024.875000 Penalty: 3083.960205
	Iteration 29Q: 3 clusters Score -1178025 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1178033.375000 Penalty: 3083.960205
	Iteration 30Q: 3 clusters Score -1178033 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1178032.125000 Penalty: 3083.960205
	Iteration 31Q: 3 clusters Score -1178032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1178039.625000 Penalty: 3083.960205
	Iteration 32Q: 3 clusters Score -1178040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -1178043.625000 Penalty: 3083.960205
	Iteration 33Q: 3 clusters Score -1178044 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1178048.125000 Penalty: 3083.960205
	Iteration 34Q: 3 clusters Score -1178048 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1178054.000000 Penalty: 3083.960205
	Iteration 35Q: 3 clusters Score -1178054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1178058.375000 Penalty: 3083.960205
	Iteration 36Q: 3 clusters Score -1178058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1178061.000000 Penalty: 3083.960205
	Iteration 37Q: 3 clusters Score -1178061 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1178070.000000 Penalty: 3083.960205
	Iteration 38Q: 3 clusters Score -1178070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1178070.875000 Penalty: 3083.960205
	Iteration 39Q: 3 clusters Score -1178071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1178072.875000 Penalty: 3083.960205
	Iteration 40F: 3 clusters Score -1178073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1178075.000000 Penalty: 3083.960205
	Iteration 41Q: 3 clusters Score -1178075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1178076.500000 Penalty: 3083.960205
	Iteration 42Q: 3 clusters Score -1178076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1178082.625000 Penalty: 3083.960205
	Iteration 43Q: 3 clusters Score -1178083 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1178087.625000 Penalty: 3083.960205
	Iteration 44Q: 3 clusters Score -1178088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1178089.375000 Penalty: 3083.960205
	Iteration 45Q: 3 clusters Score -1178089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1178090.500000 Penalty: 3083.960205
	Iteration 46Q: 3 clusters Score -1178090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1178094.750000 Penalty: 3083.960205
	Iteration 47Q: 3 clusters Score -1178095 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1178101.000000 Penalty: 3083.960205
	Iteration 48Q: 3 clusters Score -1178101 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1178106.875000 Penalty: 3083.960205
	Iteration 49Q: 3 clusters Score -1178107 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1178107.000000 Penalty: 3083.960205
	Iteration 50Q: 3 clusters Score -1178107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1178105.500000 Penalty: 3083.960205
	Iteration 51Q: 3 clusters Score -1178106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1178109.750000 Penalty: 3083.960205
	Iteration 52Q: 3 clusters Score -1178110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1178110.000000 Penalty: 3083.960205
	Iteration 53Q: 3 clusters Score -1178110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1178110.875000 Penalty: 3083.960205
	Iteration 54Q: 3 clusters Score -1178111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1178112.500000 Penalty: 3083.960205
	Iteration 55Q: 3 clusters Score -1178112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1178110.625000 Penalty: 3083.960205
	Iteration 56Q: 3 clusters Score -1178111 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1178111.000000 Penalty: 3083.960205
	Iteration 57Q: 3 clusters Score -1178111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1178113.750000 Penalty: 3083.960205
	Iteration 58Q: 3 clusters Score -1178114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1178114.250000 Penalty: 3083.960205
	Iteration 59Q: 3 clusters Score -1178114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1178114.000000 Penalty: 3083.960205
	Iteration 60F: 3 clusters Score -1178114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Entering Unmasked Estep 
Score: -549701.812500 Penalty: 1420.408691
	Iteration 0F: 2 clusters Score -549701.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -544943.125000 Penalty: 2840.817383
	Iteration 0F: 3 clusters Score -544943.1 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -546370.250000 Penalty: 2840.817383
	Iteration 1F: 3 clusters Score -546370.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -546584.812500 Penalty: 2840.817383
	Iteration 2F: 3 clusters Score -546584.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -546719.312500 Penalty: 2840.817383
	Iteration 3Q: 3 clusters Score -546719.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -546822.562500 Penalty: 2840.817383
	Iteration 4Q: 3 clusters Score -546822.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -546925.312500 Penalty: 2840.817383
	Iteration 5Q: 3 clusters Score -546925.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -547026.812500 Penalty: 2840.817383
	Iteration 6Q: 3 clusters Score -547026.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -547149.187500 Penalty: 2840.817383
	Iteration 7Q: 3 clusters Score -547149.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -547279.625000 Penalty: 2840.817383
	Iteration 8Q: 3 clusters Score -547279.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -547403.250000 Penalty: 2840.817383
	Iteration 9Q: 3 clusters Score -547403.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -547510.562500 Penalty: 2840.817383
	Iteration 10Q: 3 clusters Score -547510.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -547612.312500 Penalty: 2840.817383
	Iteration 11Q: 3 clusters Score -547612.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -547722.437500 Penalty: 2840.817383
	Iteration 12Q: 3 clusters Score -547722.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -547842.250000 Penalty: 2840.817383
	Iteration 13Q: 3 clusters Score -547842.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -547989.000000 Penalty: 2840.817383
	Iteration 14Q: 3 clusters Score -547989 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -548148.437500 Penalty: 2840.817383
	Iteration 15Q: 3 clusters Score -548148.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -548293.562500 Penalty: 2840.817383
	Iteration 16Q: 3 clusters Score -548293.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -548412.312500 Penalty: 2840.817383
	Iteration 17Q: 3 clusters Score -548412.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -548499.000000 Penalty: 2840.817383
	Iteration 18Q: 3 clusters Score -548499 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -548554.125000 Penalty: 2840.817383
	Iteration 19Q: 3 clusters Score -548554.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -548604.687500 Penalty: 2840.817383
	Iteration 20F: 3 clusters Score -548604.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -548641.500000 Penalty: 2840.817383
	Iteration 21Q: 3 clusters Score -548641.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -548685.500000 Penalty: 2840.817383
	Iteration 22Q: 3 clusters Score -548685.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -548722.562500 Penalty: 2840.817383
	Iteration 23Q: 3 clusters Score -548722.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -548753.375000 Penalty: 2840.817383
	Iteration 24Q: 3 clusters Score -548753.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -548778.687500 Penalty: 2840.817383
	Iteration 25Q: 3 clusters Score -548778.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -548808.750000 Penalty: 2840.817383
	Iteration 26Q: 3 clusters Score -548808.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -548838.562500 Penalty: 2840.817383
	Iteration 27Q: 3 clusters Score -548838.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -548873.125000 Penalty: 2840.817383
	Iteration 28Q: 3 clusters Score -548873.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -548905.562500 Penalty: 2840.817383
	Iteration 29Q: 3 clusters Score -548905.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -548940.500000 Penalty: 2840.817383
	Iteration 30Q: 3 clusters Score -548940.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -548966.625000 Penalty: 2840.817383
	Iteration 31Q: 3 clusters Score -548966.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -548983.562500 Penalty: 2840.817383
	Iteration 32Q: 3 clusters Score -548983.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -548995.062500 Penalty: 2840.817383
	Iteration 33Q: 3 clusters Score -548995.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -549000.187500 Penalty: 2840.817383
	Iteration 34Q: 3 clusters Score -549000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -549002.875000 Penalty: 2840.817383
	Iteration 35Q: 3 clusters Score -549002.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -549003.500000 Penalty: 2840.817383
	Iteration 36Q: 3 clusters Score -549003.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -549005.187500 Penalty: 2840.817383
	Iteration 37Q: 3 clusters Score -549005.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -549005.375000 Penalty: 2840.817383
	Iteration 38Q: 3 clusters Score -549005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -549005.875000 Penalty: 2840.817383
	Iteration 39Q: 3 clusters Score -549005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -549007.125000 Penalty: 2840.817383
	Iteration 40F: 3 clusters Score -549007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Entering Unmasked Estep 
Score: -256242.046875 Penalty: 1299.237305
	Iteration 0F: 2 clusters Score -256242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -253499.781250 Penalty: 2598.474609
	Iteration 0F: 3 clusters Score -253499.8 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -254141.875000 Penalty: 2598.474609
	Iteration 1F: 3 clusters Score -254141.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -254305.031250 Penalty: 2598.474609
	Iteration 2F: 3 clusters Score -254305 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -254414.875000 Penalty: 2598.474609
	Iteration 3F: 3 clusters Score -254414.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -254498.234375 Penalty: 2598.474609
	Iteration 4Q: 3 clusters Score -254498.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -254567.078125 Penalty: 2598.474609
	Iteration 5Q: 3 clusters Score -254567.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -254625.078125 Penalty: 2598.474609
	Iteration 6Q: 3 clusters Score -254625.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -254679.218750 Penalty: 2598.474609
	Iteration 7Q: 3 clusters Score -254679.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -254726.187500 Penalty: 2598.474609
	Iteration 8Q: 3 clusters Score -254726.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -254761.656250 Penalty: 2598.474609
	Iteration 9Q: 3 clusters Score -254761.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -254791.046875 Penalty: 2598.474609
	Iteration 10Q: 3 clusters Score -254791 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -254820.796875 Penalty: 2598.474609
	Iteration 11Q: 3 clusters Score -254820.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -254849.312500 Penalty: 2598.474609
	Iteration 12Q: 3 clusters Score -254849.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -254873.093750 Penalty: 2598.474609
	Iteration 13Q: 3 clusters Score -254873.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -254893.531250 Penalty: 2598.474609
	Iteration 14Q: 3 clusters Score -254893.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -254909.484375 Penalty: 2598.474609
	Iteration 15Q: 3 clusters Score -254909.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -254928.484375 Penalty: 2598.474609
	Iteration 16Q: 3 clusters Score -254928.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -254942.625000 Penalty: 2598.474609
	Iteration 17Q: 3 clusters Score -254942.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -254957.812500 Penalty: 2598.474609
	Iteration 18Q: 3 clusters Score -254957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -254973.812500 Penalty: 2598.474609
	Iteration 19Q: 3 clusters Score -254973.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -254985.453125 Penalty: 2598.474609
	Iteration 20F: 3 clusters Score -254985.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -254996.218750 Penalty: 2598.474609
	Iteration 21Q: 3 clusters Score -254996.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -255006.375000 Penalty: 2598.474609
	Iteration 22Q: 3 clusters Score -255006.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -255016.281250 Penalty: 2598.474609
	Iteration 23Q: 3 clusters Score -255016.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -255029.593750 Penalty: 2598.474609
	Iteration 24Q: 3 clusters Score -255029.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -255040.984375 Penalty: 2598.474609
	Iteration 25Q: 3 clusters Score -255041 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -255051.343750 Penalty: 2598.474609
	Iteration 26Q: 3 clusters Score -255051.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -255055.562500 Penalty: 2598.474609
	Iteration 27Q: 3 clusters Score -255055.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -255059.500000 Penalty: 2598.474609
	Iteration 28Q: 3 clusters Score -255059.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -255063.953125 Penalty: 2598.474609
	Iteration 29Q: 3 clusters Score -255064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -255067.750000 Penalty: 2598.474609
	Iteration 30Q: 3 clusters Score -255067.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -255070.359375 Penalty: 2598.474609
	Iteration 31Q: 3 clusters Score -255070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -255073.125000 Penalty: 2598.474609
	Iteration 32Q: 3 clusters Score -255073.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -255075.640625 Penalty: 2598.474609
	Iteration 33Q: 3 clusters Score -255075.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -255077.937500 Penalty: 2598.474609
	Iteration 34Q: 3 clusters Score -255077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -255079.468750 Penalty: 2598.474609
	Iteration 35Q: 3 clusters Score -255079.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -255079.468750 Penalty: 2598.474609
	Iteration 36F: 3 clusters Score -255079.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Entering Unmasked Estep 
Score: -130711.375000 Penalty: 1200.904541
	Iteration 0F: 2 clusters Score -130711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -128876.828125 Penalty: 2401.809082
	Iteration 0F: 3 clusters Score -128876.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -129291.906250 Penalty: 2401.809082
	Iteration 1F: 3 clusters Score -129291.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -129436.078125 Penalty: 2401.809082
	Iteration 2F: 3 clusters Score -129436.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129539.335938 Penalty: 2401.809082
	Iteration 3F: 3 clusters Score -129539.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -129656.960938 Penalty: 2401.809082
	Iteration 4F: 3 clusters Score -129657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129776.312500 Penalty: 2401.809082
	Iteration 5Q: 3 clusters Score -129776.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -129856.343750 Penalty: 2401.809082
	Iteration 6Q: 3 clusters Score -129856.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -129915.335938 Penalty: 2401.809082
	Iteration 7Q: 3 clusters Score -129915.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129947.445312 Penalty: 2401.809082
	Iteration 8Q: 3 clusters Score -129947.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -129967.195312 Penalty: 2401.809082
	Iteration 9Q: 3 clusters Score -129967.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -129979.992188 Penalty: 2401.809082
	Iteration 10Q: 3 clusters Score -129980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129989.367188 Penalty: 2401.809082
	Iteration 11Q: 3 clusters Score -129989.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129995.546875 Penalty: 2401.809082
	Iteration 12Q: 3 clusters Score -129995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -130002.726562 Penalty: 2401.809082
	Iteration 13Q: 3 clusters Score -130002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -130016.148438 Penalty: 2401.809082
	Iteration 14Q: 3 clusters Score -130016.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130026.835938 Penalty: 2401.809082
	Iteration 15Q: 3 clusters Score -130026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -130032.945312 Penalty: 2401.809082
	Iteration 16Q: 3 clusters Score -130032.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130039.507812 Penalty: 2401.809082
	Iteration 17Q: 3 clusters Score -130039.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -130044.320312 Penalty: 2401.809082
	Iteration 18Q: 3 clusters Score -130044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130045.843750 Penalty: 2401.809082
	Iteration 19Q: 3 clusters Score -130045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -130047.460938 Penalty: 2401.809082
	Iteration 20F: 3 clusters Score -130047.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130053.679688 Penalty: 2401.809082
	Iteration 21Q: 3 clusters Score -130053.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -130062.921875 Penalty: 2401.809082
	Iteration 22Q: 3 clusters Score -130062.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -130072.718750 Penalty: 2401.809082
	Iteration 23Q: 3 clusters Score -130072.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -130083.789062 Penalty: 2401.809082
	Iteration 24Q: 3 clusters Score -130083.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -130092.671875 Penalty: 2401.809082
	Iteration 25Q: 3 clusters Score -130092.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130107.429688 Penalty: 2401.809082
	Iteration 26Q: 3 clusters Score -130107.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -130120.945312 Penalty: 2401.809082
	Iteration 27Q: 3 clusters Score -130120.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -130134.867188 Penalty: 2401.809082
	Iteration 28Q: 3 clusters Score -130134.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -130149.437500 Penalty: 2401.809082
	Iteration 29Q: 3 clusters Score -130149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -130155.742188 Penalty: 2401.809082
	Iteration 30Q: 3 clusters Score -130155.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -130164.492188 Penalty: 2401.809082
	Iteration 31Q: 3 clusters Score -130164.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -130173.929688 Penalty: 2401.809082
	Iteration 32Q: 3 clusters Score -130173.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -130184.671875 Penalty: 2401.809082
	Iteration 33Q: 3 clusters Score -130184.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -130193.656250 Penalty: 2401.809082
	Iteration 34Q: 3 clusters Score -130193.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130201.296875 Penalty: 2401.809082
	Iteration 35Q: 3 clusters Score -130201.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130206.007812 Penalty: 2401.809082
	Iteration 36Q: 3 clusters Score -130206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -130210.023438 Penalty: 2401.809082
	Iteration 37Q: 3 clusters Score -130210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -130210.867188 Penalty: 2401.809082
	Iteration 38Q: 3 clusters Score -130210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130213.375000 Penalty: 2401.809082
	Iteration 39Q: 3 clusters Score -130213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -130215.773438 Penalty: 2401.809082
	Iteration 40F: 3 clusters Score -130215.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -130217.335938 Penalty: 2401.809082
	Iteration 41Q: 3 clusters Score -130217.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -130218.335938 Penalty: 2401.809082
	Iteration 42Q: 3 clusters Score -130218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -130218.625000 Penalty: 2401.809082
	Iteration 43Q: 3 clusters Score -130218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -130219.351562 Penalty: 2401.809082
	Iteration 44Q: 3 clusters Score -130219.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -130220.828125 Penalty: 2401.809082
	Iteration 45Q: 3 clusters Score -130220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130223.359375 Penalty: 2401.809082
	Iteration 46Q: 3 clusters Score -130223.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -130227.234375 Penalty: 2401.809082
	Iteration 47Q: 3 clusters Score -130227.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -130232.335938 Penalty: 2401.809082
	Iteration 48Q: 3 clusters Score -130232.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -130237.476562 Penalty: 2401.809082
	Iteration 49Q: 3 clusters Score -130237.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -130242.726562 Penalty: 2401.809082
	Iteration 50Q: 3 clusters Score -130242.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -130245.945312 Penalty: 2401.809082
	Iteration 51Q: 3 clusters Score -130245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -130249.851562 Penalty: 2401.809082
	Iteration 52Q: 3 clusters Score -130249.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -130253.765625 Penalty: 2401.809082
	Iteration 53Q: 3 clusters Score -130253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -130258.648438 Penalty: 2401.809082
	Iteration 54Q: 3 clusters Score -130258.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -130261.320312 Penalty: 2401.809082
	Iteration 55Q: 3 clusters Score -130261.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -130265.507812 Penalty: 2401.809082
	Iteration 56Q: 3 clusters Score -130265.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -130267.843750 Penalty: 2401.809082
	Iteration 57Q: 3 clusters Score -130267.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -130268.281250 Penalty: 2401.809082
	Iteration 58Q: 3 clusters Score -130268.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -130269.617188 Penalty: 2401.809082
	Iteration 59Q: 3 clusters Score -130269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -130269.835938 Penalty: 2401.809082
	Iteration 60F: 3 clusters Score -130269.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Entering Unmasked Estep 
Score: -23442.214844 Penalty: 945.280518
	Iteration 0F: 2 clusters Score -23442.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -22540.783203 Penalty: 1890.561035
	Iteration 0F: 3 clusters Score -22540.78 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -22677.828125 Penalty: 1890.561035
	Iteration 1F: 3 clusters Score -22677.83 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22731.978516 Penalty: 1890.561035
	Iteration 2F: 3 clusters Score -22731.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22740.730469 Penalty: 1890.561035
	Iteration 3Q: 3 clusters Score -22740.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -22743.742188 Penalty: 1890.561035
	Iteration 4Q: 3 clusters Score -22743.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22745.699219 Penalty: 1890.561035
	Iteration 5Q: 3 clusters Score -22745.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -22745.699219 Penalty: 1890.561035
	Iteration 6F: 3 clusters Score -22745.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (8374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Entering Unmasked Estep 
Score: -725225.875000 Penalty: 1467.844116
	Iteration 0F: 2 clusters Score -725225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -719080.437500 Penalty: 2935.688232
	Iteration 0F: 3 clusters Score -719080.4 nChanged 3621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -721235.500000 Penalty: 2935.688232
	Iteration 1F: 3 clusters Score -721235.5 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -721648.312500 Penalty: 2935.688232
	Iteration 2F: 3 clusters Score -721648.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -722033.250000 Penalty: 2935.688232
	Iteration 3F: 3 clusters Score -722033.2 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -722409.437500 Penalty: 2935.688232
	Iteration 4F: 3 clusters Score -722409.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -722764.562500 Penalty: 2935.688232
	Iteration 5F: 3 clusters Score -722764.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -723070.875000 Penalty: 2935.688232
	Iteration 6F: 3 clusters Score -723070.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -723298.562500 Penalty: 2935.688232
	Iteration 7Q: 3 clusters Score -723298.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -723492.000000 Penalty: 2935.688232
	Iteration 8Q: 3 clusters Score -723492 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -723619.375000 Penalty: 2935.688232
	Iteration 9Q: 3 clusters Score -723619.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -723721.687500 Penalty: 2935.688232
	Iteration 10Q: 3 clusters Score -723721.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -723787.875000 Penalty: 2935.688232
	Iteration 11Q: 3 clusters Score -723787.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -723847.625000 Penalty: 2935.688232
	Iteration 12Q: 3 clusters Score -723847.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -723901.312500 Penalty: 2935.688232
	Iteration 13Q: 3 clusters Score -723901.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -723950.937500 Penalty: 2935.688232
	Iteration 14Q: 3 clusters Score -723950.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -723985.187500 Penalty: 2935.688232
	Iteration 15Q: 3 clusters Score -723985.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -724012.562500 Penalty: 2935.688232
	Iteration 16Q: 3 clusters Score -724012.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -724036.062500 Penalty: 2935.688232
	Iteration 17Q: 3 clusters Score -724036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -724053.000000 Penalty: 2935.688232
	Iteration 18Q: 3 clusters Score -724053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -724065.812500 Penalty: 2935.688232
	Iteration 19Q: 3 clusters Score -724065.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -724073.500000 Penalty: 2935.688232
	Iteration 20F: 3 clusters Score -724073.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -724076.937500 Penalty: 2935.688232
	Iteration 21Q: 3 clusters Score -724076.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -724078.562500 Penalty: 2935.688232
	Iteration 22Q: 3 clusters Score -724078.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -724078.375000 Penalty: 2935.688232
	Iteration 23Q: 3 clusters Score -724078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -724080.250000 Penalty: 2935.688232
	Iteration 24Q: 3 clusters Score -724080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -724080.937500 Penalty: 2935.688232
	Iteration 25Q: 3 clusters Score -724080.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -724080.937500 Penalty: 2935.688232
	Iteration 26F: 3 clusters Score -724080.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (22189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Entering Unmasked Estep 
Score: -1932015.750000 Penalty: 1626.194702
	Iteration 0F: 2 clusters Score -1932016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1916972.375000 Penalty: 3252.389404
	Iteration 0F: 3 clusters Score -1916972 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1922545.750000 Penalty: 3252.389404
	Iteration 1F: 3 clusters Score -1922546 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1922979.125000 Penalty: 3252.389404
	Iteration 2F: 3 clusters Score -1922979 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1923430.875000 Penalty: 3252.389404
	Iteration 3Q: 3 clusters Score -1923431 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1924047.875000 Penalty: 3252.389404
	Iteration 4F: 3 clusters Score -1924048 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1924941.875000 Penalty: 3252.389404
	Iteration 5F: 3 clusters Score -1924942 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1926161.250000 Penalty: 3252.389404
	Iteration 6F: 3 clusters Score -1926161 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1927525.625000 Penalty: 3252.389404
	Iteration 7F: 3 clusters Score -1927526 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1928563.375000 Penalty: 3252.389404
	Iteration 8F: 3 clusters Score -1928563 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1929312.125000 Penalty: 3252.389404
	Iteration 9Q: 3 clusters Score -1929312 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1929802.000000 Penalty: 3252.389404
	Iteration 10Q: 3 clusters Score -1929802 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1930126.250000 Penalty: 3252.389404
	Iteration 11Q: 3 clusters Score -1930126 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1930371.875000 Penalty: 3252.389404
	Iteration 12Q: 3 clusters Score -1930372 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1930552.125000 Penalty: 3252.389404
	Iteration 13Q: 3 clusters Score -1930552 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1930680.750000 Penalty: 3252.389404
	Iteration 14Q: 3 clusters Score -1930681 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1930779.250000 Penalty: 3252.389404
	Iteration 15Q: 3 clusters Score -1930779 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20286 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1930863.250000 Penalty: 3252.389404
	Iteration 16Q: 3 clusters Score -1930863 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1930945.875000 Penalty: 3252.389404
	Iteration 17Q: 3 clusters Score -1930946 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1930993.875000 Penalty: 3252.389404
	Iteration 18Q: 3 clusters Score -1930994 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -1931021.250000 Penalty: 3252.389404
	Iteration 19Q: 3 clusters Score -1931021 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1931035.000000 Penalty: 3252.389404
	Iteration 20F: 3 clusters Score -1931035 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1931056.000000 Penalty: 3252.389404
	Iteration 21Q: 3 clusters Score -1931056 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1931070.375000 Penalty: 3252.389404
	Iteration 22Q: 3 clusters Score -1931070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1931074.375000 Penalty: 3252.389404
	Iteration 23Q: 3 clusters Score -1931074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1931089.250000 Penalty: 3252.389404
	Iteration 24Q: 3 clusters Score -1931089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1931095.250000 Penalty: 3252.389404
	Iteration 25Q: 3 clusters Score -1931095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1931102.250000 Penalty: 3252.389404
	Iteration 26Q: 3 clusters Score -1931102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1931099.375000 Penalty: 3252.389404
	Iteration 27Q: 3 clusters Score -1931099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1931103.375000 Penalty: 3252.389404
	Iteration 28Q: 3 clusters Score -1931103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1931106.250000 Penalty: 3252.389404
	Iteration 29Q: 3 clusters Score -1931106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1931108.125000 Penalty: 3252.389404
	Iteration 30Q: 3 clusters Score -1931108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1931107.625000 Penalty: 3252.389404
	Iteration 31Q: 3 clusters Score -1931108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1931105.500000 Penalty: 3252.389404
	Iteration 32Q: 3 clusters Score -1931106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1931105.750000 Penalty: 3252.389404
	Iteration 33Q: 3 clusters Score -1931106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1931108.625000 Penalty: 3252.389404
	Iteration 34Q: 3 clusters Score -1931109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1931107.500000 Penalty: 3252.389404
	Iteration 35Q: 3 clusters Score -1931108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1931107.500000 Penalty: 3252.389404
	Iteration 36F: 3 clusters Score -1931108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -240150.390625 Penalty: 1283.612427
	Iteration 0F: 2 clusters Score -240150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -237629.734375 Penalty: 2567.224854
	Iteration 0F: 3 clusters Score -237629.7 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -238176.765625 Penalty: 2567.224854
	Iteration 1F: 3 clusters Score -238176.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -238288.468750 Penalty: 2567.224854
	Iteration 2F: 3 clusters Score -238288.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238376.593750 Penalty: 2567.224854
	Iteration 3F: 3 clusters Score -238376.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -238429.062500 Penalty: 2567.224854
	Iteration 4Q: 3 clusters Score -238429.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -238460.156250 Penalty: 2567.224854
	Iteration 5Q: 3 clusters Score -238460.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238485.359375 Penalty: 2567.224854
	Iteration 6Q: 3 clusters Score -238485.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -238500.843750 Penalty: 2567.224854
	Iteration 7Q: 3 clusters Score -238500.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -238511.187500 Penalty: 2567.224854
	Iteration 8Q: 3 clusters Score -238511.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -238518.468750 Penalty: 2567.224854
	Iteration 9Q: 3 clusters Score -238518.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -238527.265625 Penalty: 2567.224854
	Iteration 10Q: 3 clusters Score -238527.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -238534.546875 Penalty: 2567.224854
	Iteration 11Q: 3 clusters Score -238534.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -238538.468750 Penalty: 2567.224854
	Iteration 12Q: 3 clusters Score -238538.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -238542.109375 Penalty: 2567.224854
	Iteration 13Q: 3 clusters Score -238542.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -238546.671875 Penalty: 2567.224854
	Iteration 14Q: 3 clusters Score -238546.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238550.562500 Penalty: 2567.224854
	Iteration 15Q: 3 clusters Score -238550.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238553.515625 Penalty: 2567.224854
	Iteration 16Q: 3 clusters Score -238553.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238555.265625 Penalty: 2567.224854
	Iteration 17Q: 3 clusters Score -238555.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -238556.390625 Penalty: 2567.224854
	Iteration 18Q: 3 clusters Score -238556.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238556.953125 Penalty: 2567.224854
	Iteration 19Q: 3 clusters Score -238557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -238556.953125 Penalty: 2567.224854
	Iteration 20F: 3 clusters Score -238557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -106377.835938 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -106377.8 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 661 members 
Entering Unmasked Estep 
Score: -104712.179688 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -104712.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -105041.554688 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -105041.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -105143.765625 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -105143.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -105200.484375 Penalty: 2329.287354
	Iteration 3F: 3 clusters Score -105200.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -105243.812500 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -105243.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -105281.992188 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -105282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -105322.843750 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -105322.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105348.937500 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -105348.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105368.781250 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -105368.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105385.945312 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -105385.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -105398.359375 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -105398.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -105402.937500 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -105402.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -105406.265625 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -105406.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105410.226562 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -105410.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105414.765625 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -105414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -105419.687500 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -105419.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -105432.195312 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -105432.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -105443.296875 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -105443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -105450.046875 Penalty: 2329.287354
	Iteration 18Q: 3 clusters Score -105450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105455.726562 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -105455.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -105458.460938 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -105458.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -105460.976562 Penalty: 2329.287354
	Iteration 21Q: 3 clusters Score -105461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -105460.976562 Penalty: 2329.287354
	Iteration 22F: 3 clusters Score -105461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (11601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Entering Unmasked Estep 
Score: -1022533.937500 Penalty: 1520.812622
	Iteration 0F: 2 clusters Score -1022534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1014310.500000 Penalty: 3041.625244
	Iteration 0F: 3 clusters Score -1014310 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1017167.062500 Penalty: 3041.625244
	Iteration 1F: 3 clusters Score -1017167 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1017528.562500 Penalty: 3041.625244
	Iteration 2F: 3 clusters Score -1017529 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1017938.000000 Penalty: 3041.625244
	Iteration 3F: 3 clusters Score -1017938 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1018420.750000 Penalty: 3041.625244
	Iteration 4F: 3 clusters Score -1018421 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1019031.750000 Penalty: 3041.625244
	Iteration 5F: 3 clusters Score -1019032 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1019670.625000 Penalty: 3041.625244
	Iteration 6F: 3 clusters Score -1019671 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1020212.937500 Penalty: 3041.625244
	Iteration 7F: 3 clusters Score -1020213 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1020615.375000 Penalty: 3041.625244
	Iteration 8Q: 3 clusters Score -1020615 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1020881.937500 Penalty: 3041.625244
	Iteration 9Q: 3 clusters Score -1020882 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1021036.625000 Penalty: 3041.625244
	Iteration 10Q: 3 clusters Score -1021037 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -1021141.562500 Penalty: 3041.625244
	Iteration 11Q: 3 clusters Score -1021142 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1021213.750000 Penalty: 3041.625244
	Iteration 12Q: 3 clusters Score -1021214 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1021267.000000 Penalty: 3041.625244
	Iteration 13Q: 3 clusters Score -1021267 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -1021322.312500 Penalty: 3041.625244
	Iteration 14Q: 3 clusters Score -1021322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1021357.187500 Penalty: 3041.625244
	Iteration 15Q: 3 clusters Score -1021357 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1021379.312500 Penalty: 3041.625244
	Iteration 16Q: 3 clusters Score -1021379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1021396.937500 Penalty: 3041.625244
	Iteration 17Q: 3 clusters Score -1021397 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1021408.437500 Penalty: 3041.625244
	Iteration 18Q: 3 clusters Score -1021408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1021415.937500 Penalty: 3041.625244
	Iteration 19Q: 3 clusters Score -1021416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -1021419.875000 Penalty: 3041.625244
	Iteration 20F: 3 clusters Score -1021420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1021426.437500 Penalty: 3041.625244
	Iteration 21Q: 3 clusters Score -1021426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1021433.625000 Penalty: 3041.625244
	Iteration 22Q: 3 clusters Score -1021434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1021436.937500 Penalty: 3041.625244
	Iteration 23Q: 3 clusters Score -1021437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1021438.500000 Penalty: 3041.625244
	Iteration 24Q: 3 clusters Score -1021438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1021439.812500 Penalty: 3041.625244
	Iteration 25Q: 3 clusters Score -1021440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1021439.187500 Penalty: 3041.625244
	Iteration 26Q: 3 clusters Score -1021439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1021439.187500 Penalty: 3041.625244
	Iteration 27F: 3 clusters Score -1021439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Entering Unmasked Estep 
Score: -114239.234375 Penalty: 1174.377075
	Iteration 0F: 2 clusters Score -114239.2 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 668 members 
Entering Unmasked Estep 
Score: -112536.500000 Penalty: 2348.754150
	Iteration 0F: 3 clusters Score -112536.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -112863.210938 Penalty: 2348.754150
	Iteration 1F: 3 clusters Score -112863.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -112958.617188 Penalty: 2348.754150
	Iteration 2F: 3 clusters Score -112958.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113029.617188 Penalty: 2348.754150
	Iteration 3Q: 3 clusters Score -113029.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113075.257812 Penalty: 2348.754150
	Iteration 4Q: 3 clusters Score -113075.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -113097.445312 Penalty: 2348.754150
	Iteration 5Q: 3 clusters Score -113097.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -113127.015625 Penalty: 2348.754150
	Iteration 6Q: 3 clusters Score -113127 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -113143.312500 Penalty: 2348.754150
	Iteration 7Q: 3 clusters Score -113143.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113162.421875 Penalty: 2348.754150
	Iteration 8Q: 3 clusters Score -113162.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -113173.781250 Penalty: 2348.754150
	Iteration 9Q: 3 clusters Score -113173.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -113197.929688 Penalty: 2348.754150
	Iteration 10Q: 3 clusters Score -113197.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -113219.796875 Penalty: 2348.754150
	Iteration 11Q: 3 clusters Score -113219.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -113244.429688 Penalty: 2348.754150
	Iteration 12Q: 3 clusters Score -113244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113260.539062 Penalty: 2348.754150
	Iteration 13Q: 3 clusters Score -113260.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -113268.703125 Penalty: 2348.754150
	Iteration 14Q: 3 clusters Score -113268.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -113281.921875 Penalty: 2348.754150
	Iteration 15Q: 3 clusters Score -113281.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -113288.914062 Penalty: 2348.754150
	Iteration 16Q: 3 clusters Score -113288.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113295.515625 Penalty: 2348.754150
	Iteration 17Q: 3 clusters Score -113295.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113299.906250 Penalty: 2348.754150
	Iteration 18Q: 3 clusters Score -113299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113301.468750 Penalty: 2348.754150
	Iteration 19Q: 3 clusters Score -113301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113304.179688 Penalty: 2348.754150
	Iteration 20F: 3 clusters Score -113304.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -113308.734375 Penalty: 2348.754150
	Iteration 21Q: 3 clusters Score -113308.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -113314.984375 Penalty: 2348.754150
	Iteration 22Q: 3 clusters Score -113315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113318.671875 Penalty: 2348.754150
	Iteration 23Q: 3 clusters Score -113318.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -113321.468750 Penalty: 2348.754150
	Iteration 24Q: 3 clusters Score -113321.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -113322.664062 Penalty: 2348.754150
	Iteration 25Q: 3 clusters Score -113322.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -113323.718750 Penalty: 2348.754150
	Iteration 26Q: 3 clusters Score -113323.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -113326.429688 Penalty: 2348.754150
	Iteration 27Q: 3 clusters Score -113326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113327.390625 Penalty: 2348.754150
	Iteration 28Q: 3 clusters Score -113327.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113327.523438 Penalty: 2348.754150
	Iteration 29Q: 3 clusters Score -113327.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -113327.523438 Penalty: 2348.754150
	Iteration 30F: 3 clusters Score -113327.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Entering Unmasked Estep 
Score: -120302.812500 Penalty: 1183.783447
	Iteration 0F: 2 clusters Score -120302.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -118545.359375 Penalty: 2367.566895
	Iteration 0F: 3 clusters Score -118545.4 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -118873.476562 Penalty: 2367.566895
	Iteration 1F: 3 clusters Score -118873.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -119000.375000 Penalty: 2367.566895
	Iteration 2F: 3 clusters Score -119000.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -119103.515625 Penalty: 2367.566895
	Iteration 3F: 3 clusters Score -119103.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119220.515625 Penalty: 2367.566895
	Iteration 4F: 3 clusters Score -119220.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119347.781250 Penalty: 2367.566895
	Iteration 5Q: 3 clusters Score -119347.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -119570.554688 Penalty: 2367.566895
	Iteration 6F: 3 clusters Score -119570.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -119825.843750 Penalty: 2367.566895
	Iteration 7F: 3 clusters Score -119825.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -120037.062500 Penalty: 2367.566895
	Iteration 8F: 3 clusters Score -120037.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -120187.062500 Penalty: 2367.566895
	Iteration 9Q: 3 clusters Score -120187.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120353.351562 Penalty: 2367.566895
	Iteration 10Q: 3 clusters Score -120353.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120592.351562 Penalty: 2367.566895
	Iteration 11Q: 3 clusters Score -120592.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120791.984375 Penalty: 2367.566895
	Iteration 12Q: 3 clusters Score -120792 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120839.125000 Penalty: 2367.566895
	Iteration 13Q: 3 clusters Score -120839.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120843.484375 Penalty: 2367.566895
	Iteration 14Q: 3 clusters Score -120843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120843.484375 Penalty: 2367.566895
	Iteration 15F: 3 clusters Score -120843.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12409 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 992 members 
Mstep: Class 5 contains 4112 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 9417 members 
Mstep: Class 8 contains 42144 members 
Mstep: Class 9 contains 18763 members 
Mstep: Class 10 contains 38208 members 
Mstep: Class 11 contains 10543 members 
Mstep: Class 12 contains 1336 members 
Mstep: Class 13 contains 1122 members 
Mstep: Class 14 contains 3189 members 
Mstep: Class 15 contains 2067 members 
Mstep: Class 16 contains 5267 members 
Mstep: Class 17 contains 3279 members 
Mstep: Class 18 contains 3326 members 
Mstep: Class 19 contains 9387 members 
Mstep: Class 20 contains 44746 members 
Mstep: Class 21 contains 12234 members 
Mstep: Class 22 contains 110154 members 
Mstep: Class 23 contains 13215 members 
Mstep: Class 24 contains 6254 members 
Mstep: Class 25 contains 2967 members 
Mstep: Class 26 contains 1620 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 8374 members 
Mstep: Class 29 contains 22189 members 
Mstep: Class 30 contains 2695 members 
Mstep: Class 31 contains 1296 members 
Mstep: Class 32 contains 11601 members 
Mstep: Class 33 contains 1376 members 
Mstep: Class 34 contains 879 members 
Mstep: Class 35 contains 2394 members 
Mstep: Class 36 contains 1386 members 
Mstep: Class 37 contains 12163 members 
Mstep: Class 38 contains 3700 members 
Mstep: Class 39 contains 8086 members 
Mstep: Class 40 contains 1806 members 
Mstep: Class 41 contains 1911 members 
Mstep: Class 42 contains 1082 members 
Mstep: Class 43 contains 5747 members 
Mstep: Class 44 contains 579 members 
Entering Unmasked Estep 
Score: -40890900.000000 Penalty: 93619.296875
Splitting cluster 34 changes total score from -40891264.000000 to -40890900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (2394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Entering Unmasked Estep 
Score: -209803.375000 Penalty: 1264.367065
	Iteration 0F: 2 clusters Score -209803.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -207516.593750 Penalty: 2528.734131
	Iteration 0F: 3 clusters Score -207516.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -208069.437500 Penalty: 2528.734131
	Iteration 1F: 3 clusters Score -208069.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -208200.312500 Penalty: 2528.734131
	Iteration 2F: 3 clusters Score -208200.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -208291.484375 Penalty: 2528.734131
	Iteration 3F: 3 clusters Score -208291.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208361.921875 Penalty: 2528.734131
	Iteration 4Q: 3 clusters Score -208361.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -208414.796875 Penalty: 2528.734131
	Iteration 5Q: 3 clusters Score -208414.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -208466.171875 Penalty: 2528.734131
	Iteration 6Q: 3 clusters Score -208466.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -208514.828125 Penalty: 2528.734131
	Iteration 7Q: 3 clusters Score -208514.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -208566.531250 Penalty: 2528.734131
	Iteration 8Q: 3 clusters Score -208566.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -208605.437500 Penalty: 2528.734131
	Iteration 9Q: 3 clusters Score -208605.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -208632.546875 Penalty: 2528.734131
	Iteration 10Q: 3 clusters Score -208632.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -208660.796875 Penalty: 2528.734131
	Iteration 11Q: 3 clusters Score -208660.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208686.718750 Penalty: 2528.734131
	Iteration 12Q: 3 clusters Score -208686.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -208712.937500 Penalty: 2528.734131
	Iteration 13Q: 3 clusters Score -208712.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -208730.546875 Penalty: 2528.734131
	Iteration 14Q: 3 clusters Score -208730.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -208746.000000 Penalty: 2528.734131
	Iteration 15Q: 3 clusters Score -208746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -208756.625000 Penalty: 2528.734131
	Iteration 16Q: 3 clusters Score -208756.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -208771.796875 Penalty: 2528.734131
	Iteration 17Q: 3 clusters Score -208771.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -208788.828125 Penalty: 2528.734131
	Iteration 18Q: 3 clusters Score -208788.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -208803.828125 Penalty: 2528.734131
	Iteration 19Q: 3 clusters Score -208803.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -208815.406250 Penalty: 2528.734131
	Iteration 20F: 3 clusters Score -208815.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -208824.718750 Penalty: 2528.734131
	Iteration 21Q: 3 clusters Score -208824.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -208831.359375 Penalty: 2528.734131
	Iteration 22Q: 3 clusters Score -208831.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -208838.828125 Penalty: 2528.734131
	Iteration 23Q: 3 clusters Score -208838.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -208846.734375 Penalty: 2528.734131
	Iteration 24Q: 3 clusters Score -208846.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -208856.343750 Penalty: 2528.734131
	Iteration 25Q: 3 clusters Score -208856.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -208863.031250 Penalty: 2528.734131
	Iteration 26Q: 3 clusters Score -208863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -208868.500000 Penalty: 2528.734131
	Iteration 27Q: 3 clusters Score -208868.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -208875.734375 Penalty: 2528.734131
	Iteration 28Q: 3 clusters Score -208875.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208879.937500 Penalty: 2528.734131
	Iteration 29Q: 3 clusters Score -208879.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -208890.781250 Penalty: 2528.734131
	Iteration 30Q: 3 clusters Score -208890.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -208907.828125 Penalty: 2528.734131
	Iteration 31Q: 3 clusters Score -208907.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -208918.468750 Penalty: 2528.734131
	Iteration 32Q: 3 clusters Score -208918.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -208925.312500 Penalty: 2528.734131
	Iteration 33Q: 3 clusters Score -208925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -208931.656250 Penalty: 2528.734131
	Iteration 34Q: 3 clusters Score -208931.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -208942.578125 Penalty: 2528.734131
	Iteration 35Q: 3 clusters Score -208942.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -208952.984375 Penalty: 2528.734131
	Iteration 36Q: 3 clusters Score -208953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -208962.703125 Penalty: 2528.734131
	Iteration 37Q: 3 clusters Score -208962.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -208971.781250 Penalty: 2528.734131
	Iteration 38Q: 3 clusters Score -208971.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -208979.109375 Penalty: 2528.734131
	Iteration 39Q: 3 clusters Score -208979.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -208980.671875 Penalty: 2528.734131
	Iteration 40F: 3 clusters Score -208980.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -208982.578125 Penalty: 2528.734131
	Iteration 41Q: 3 clusters Score -208982.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -208983.609375 Penalty: 2528.734131
	Iteration 42Q: 3 clusters Score -208983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -208986.468750 Penalty: 2528.734131
	Iteration 43Q: 3 clusters Score -208986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -208986.984375 Penalty: 2528.734131
	Iteration 44Q: 3 clusters Score -208987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -208988.093750 Penalty: 2528.734131
	Iteration 45Q: 3 clusters Score -208988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -208990.328125 Penalty: 2528.734131
	Iteration 46Q: 3 clusters Score -208990.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -208992.125000 Penalty: 2528.734131
	Iteration 47Q: 3 clusters Score -208992.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -208994.312500 Penalty: 2528.734131
	Iteration 48Q: 3 clusters Score -208994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -208996.453125 Penalty: 2528.734131
	Iteration 49Q: 3 clusters Score -208996.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -208999.890625 Penalty: 2528.734131
	Iteration 50Q: 3 clusters Score -208999.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -209000.156250 Penalty: 2528.734131
	Iteration 51Q: 3 clusters Score -209000.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -209003.890625 Penalty: 2528.734131
	Iteration 52Q: 3 clusters Score -209003.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -209005.187500 Penalty: 2528.734131
	Iteration 53Q: 3 clusters Score -209005.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -209005.187500 Penalty: 2528.734131
	Iteration 54F: 3 clusters Score -209005.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Entering Unmasked Estep 
Score: -113133.007812 Penalty: 1175.553833
	Iteration 0F: 2 clusters Score -113133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -111440.875000 Penalty: 2351.107666
	Iteration 0F: 3 clusters Score -111440.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -111807.921875 Penalty: 2351.107666
	Iteration 1F: 3 clusters Score -111807.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -111927.406250 Penalty: 2351.107666
	Iteration 2F: 3 clusters Score -111927.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112080.773438 Penalty: 2351.107666
	Iteration 3F: 3 clusters Score -112080.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -112249.414062 Penalty: 2351.107666
	Iteration 4F: 3 clusters Score -112249.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -112394.851562 Penalty: 2351.107666
	Iteration 5F: 3 clusters Score -112394.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -112489.390625 Penalty: 2351.107666
	Iteration 6Q: 3 clusters Score -112489.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -112580.406250 Penalty: 2351.107666
	Iteration 7Q: 3 clusters Score -112580.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -112665.109375 Penalty: 2351.107666
	Iteration 8Q: 3 clusters Score -112665.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -112720.054688 Penalty: 2351.107666
	Iteration 9Q: 3 clusters Score -112720.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -112772.179688 Penalty: 2351.107666
	Iteration 10Q: 3 clusters Score -112772.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -112830.562500 Penalty: 2351.107666
	Iteration 11Q: 3 clusters Score -112830.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112863.367188 Penalty: 2351.107666
	Iteration 12Q: 3 clusters Score -112863.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -112901.968750 Penalty: 2351.107666
	Iteration 13Q: 3 clusters Score -112902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -112940.398438 Penalty: 2351.107666
	Iteration 14Q: 3 clusters Score -112940.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -112968.851562 Penalty: 2351.107666
	Iteration 15Q: 3 clusters Score -112968.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -112986.210938 Penalty: 2351.107666
	Iteration 16Q: 3 clusters Score -112986.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -112996.687500 Penalty: 2351.107666
	Iteration 17Q: 3 clusters Score -112996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -113003.757812 Penalty: 2351.107666
	Iteration 18Q: 3 clusters Score -113003.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -113007.773438 Penalty: 2351.107666
	Iteration 19Q: 3 clusters Score -113007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -113013.578125 Penalty: 2351.107666
	Iteration 20F: 3 clusters Score -113013.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -113021.828125 Penalty: 2351.107666
	Iteration 21Q: 3 clusters Score -113021.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -113025.273438 Penalty: 2351.107666
	Iteration 22Q: 3 clusters Score -113025.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113026.859375 Penalty: 2351.107666
	Iteration 23Q: 3 clusters Score -113026.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -113026.859375 Penalty: 2351.107666
	Iteration 24F: 3 clusters Score -113026.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (12163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Entering Unmasked Estep 
Score: -1065256.875000 Penalty: 1528.500000
	Iteration 0F: 2 clusters Score -1065257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1056718.875000 Penalty: 3057.000000
	Iteration 0F: 3 clusters Score -1056719 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1059541.625000 Penalty: 3057.000000
	Iteration 1F: 3 clusters Score -1059542 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1059847.375000 Penalty: 3057.000000
	Iteration 2F: 3 clusters Score -1059847 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1060095.250000 Penalty: 3057.000000
	Iteration 3F: 3 clusters Score -1060095 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1060304.875000 Penalty: 3057.000000
	Iteration 4Q: 3 clusters Score -1060305 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1060514.750000 Penalty: 3057.000000
	Iteration 5Q: 3 clusters Score -1060515 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1060762.750000 Penalty: 3057.000000
	Iteration 6Q: 3 clusters Score -1060763 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1061096.375000 Penalty: 3057.000000
	Iteration 7Q: 3 clusters Score -1061096 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1061500.875000 Penalty: 3057.000000
	Iteration 8F: 3 clusters Score -1061501 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1062003.500000 Penalty: 3057.000000
	Iteration 9F: 3 clusters Score -1062004 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1062521.000000 Penalty: 3057.000000
	Iteration 10F: 3 clusters Score -1062521 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1063004.750000 Penalty: 3057.000000
	Iteration 11Q: 3 clusters Score -1063005 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1063365.500000 Penalty: 3057.000000
	Iteration 12Q: 3 clusters Score -1063366 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1063593.875000 Penalty: 3057.000000
	Iteration 13Q: 3 clusters Score -1063594 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1063724.000000 Penalty: 3057.000000
	Iteration 14Q: 3 clusters Score -1063724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1063809.375000 Penalty: 3057.000000
	Iteration 15Q: 3 clusters Score -1063809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1063866.375000 Penalty: 3057.000000
	Iteration 16Q: 3 clusters Score -1063866 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1063904.125000 Penalty: 3057.000000
	Iteration 17Q: 3 clusters Score -1063904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -1063924.125000 Penalty: 3057.000000
	Iteration 18Q: 3 clusters Score -1063924 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1063937.250000 Penalty: 3057.000000
	Iteration 19Q: 3 clusters Score -1063937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1063946.875000 Penalty: 3057.000000
	Iteration 20F: 3 clusters Score -1063947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1063953.875000 Penalty: 3057.000000
	Iteration 21Q: 3 clusters Score -1063954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1063957.375000 Penalty: 3057.000000
	Iteration 22Q: 3 clusters Score -1063957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1063957.375000 Penalty: 3057.000000
	Iteration 23F: 3 clusters Score -1063957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (3700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Entering Unmasked Estep 
Score: -286796.875000 Penalty: 1335.114380
	Iteration 0F: 2 clusters Score -286796.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -283654.625000 Penalty: 2670.228760
	Iteration 0F: 3 clusters Score -283654.6 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -284573.687500 Penalty: 2670.228760
	Iteration 1F: 3 clusters Score -284573.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -284873.187500 Penalty: 2670.228760
	Iteration 2F: 3 clusters Score -284873.2 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -285104.437500 Penalty: 2670.228760
	Iteration 3F: 3 clusters Score -285104.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -285259.656250 Penalty: 2670.228760
	Iteration 4F: 3 clusters Score -285259.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -285375.062500 Penalty: 2670.228760
	Iteration 5Q: 3 clusters Score -285375.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -285449.375000 Penalty: 2670.228760
	Iteration 6Q: 3 clusters Score -285449.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -285514.937500 Penalty: 2670.228760
	Iteration 7Q: 3 clusters Score -285514.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -285556.718750 Penalty: 2670.228760
	Iteration 8Q: 3 clusters Score -285556.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -285597.500000 Penalty: 2670.228760
	Iteration 9Q: 3 clusters Score -285597.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -285636.687500 Penalty: 2670.228760
	Iteration 10Q: 3 clusters Score -285636.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -285665.875000 Penalty: 2670.228760
	Iteration 11Q: 3 clusters Score -285665.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -285684.625000 Penalty: 2670.228760
	Iteration 12Q: 3 clusters Score -285684.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -285699.406250 Penalty: 2670.228760
	Iteration 13Q: 3 clusters Score -285699.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -285712.625000 Penalty: 2670.228760
	Iteration 14Q: 3 clusters Score -285712.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -285721.125000 Penalty: 2670.228760
	Iteration 15Q: 3 clusters Score -285721.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -285732.500000 Penalty: 2670.228760
	Iteration 16Q: 3 clusters Score -285732.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -285738.156250 Penalty: 2670.228760
	Iteration 17Q: 3 clusters Score -285738.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -285741.281250 Penalty: 2670.228760
	Iteration 18Q: 3 clusters Score -285741.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -285742.156250 Penalty: 2670.228760
	Iteration 19Q: 3 clusters Score -285742.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -285743.687500 Penalty: 2670.228760
	Iteration 20F: 3 clusters Score -285743.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -285744.437500 Penalty: 2670.228760
	Iteration 21Q: 3 clusters Score -285744.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -285745.437500 Penalty: 2670.228760
	Iteration 22Q: 3 clusters Score -285745.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285745.968750 Penalty: 2670.228760
	Iteration 23Q: 3 clusters Score -285746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285746.312500 Penalty: 2670.228760
	Iteration 24Q: 3 clusters Score -285746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285746.656250 Penalty: 2670.228760
	Iteration 25Q: 3 clusters Score -285746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -285746.375000 Penalty: 2670.228760
	Iteration 26Q: 3 clusters Score -285746.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285746.718750 Penalty: 2670.228760
	Iteration 27Q: 3 clusters Score -285746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -285746.843750 Penalty: 2670.228760
	Iteration 28Q: 3 clusters Score -285746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285747.250000 Penalty: 2670.228760
	Iteration 29Q: 3 clusters Score -285747.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -285747.250000 Penalty: 2670.228760
	Iteration 30F: 3 clusters Score -285747.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (8086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Entering Unmasked Estep 
Score: -701771.062500 Penalty: 1462.157104
	Iteration 0F: 2 clusters Score -701771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -695856.125000 Penalty: 2924.314209
	Iteration 0F: 3 clusters Score -695856.1 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -697771.875000 Penalty: 2924.314209
	Iteration 1F: 3 clusters Score -697771.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -698058.375000 Penalty: 2924.314209
	Iteration 2F: 3 clusters Score -698058.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -698311.812500 Penalty: 2924.314209
	Iteration 3F: 3 clusters Score -698311.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -698561.500000 Penalty: 2924.314209
	Iteration 4F: 3 clusters Score -698561.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -698811.187500 Penalty: 2924.314209
	Iteration 5Q: 3 clusters Score -698811.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -699058.250000 Penalty: 2924.314209
	Iteration 6Q: 3 clusters Score -699058.2 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -699266.625000 Penalty: 2924.314209
	Iteration 7Q: 3 clusters Score -699266.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -699526.937500 Penalty: 2924.314209
	Iteration 8Q: 3 clusters Score -699526.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -699890.187500 Penalty: 2924.314209
	Iteration 9Q: 3 clusters Score -699890.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -700313.000000 Penalty: 2924.314209
	Iteration 10Q: 3 clusters Score -700313 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -700729.312500 Penalty: 2924.314209
	Iteration 11Q: 3 clusters Score -700729.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -700958.375000 Penalty: 2924.314209
	Iteration 12Q: 3 clusters Score -700958.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -701085.312500 Penalty: 2924.314209
	Iteration 13Q: 3 clusters Score -701085.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -701148.062500 Penalty: 2924.314209
	Iteration 14Q: 3 clusters Score -701148.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -701184.312500 Penalty: 2924.314209
	Iteration 15Q: 3 clusters Score -701184.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -701200.625000 Penalty: 2924.314209
	Iteration 16Q: 3 clusters Score -701200.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -701212.125000 Penalty: 2924.314209
	Iteration 17Q: 3 clusters Score -701212.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -701218.875000 Penalty: 2924.314209
	Iteration 18Q: 3 clusters Score -701218.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -701224.562500 Penalty: 2924.314209
	Iteration 19Q: 3 clusters Score -701224.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -701227.812500 Penalty: 2924.314209
	Iteration 20F: 3 clusters Score -701227.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -701228.500000 Penalty: 2924.314209
	Iteration 21Q: 3 clusters Score -701228.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -701230.250000 Penalty: 2924.314209
	Iteration 22Q: 3 clusters Score -701230.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -701232.500000 Penalty: 2924.314209
	Iteration 23Q: 3 clusters Score -701232.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -701232.375000 Penalty: 2924.314209
	Iteration 24Q: 3 clusters Score -701232.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -701233.562500 Penalty: 2924.314209
	Iteration 25Q: 3 clusters Score -701233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -701235.062500 Penalty: 2924.314209
	Iteration 26Q: 3 clusters Score -701235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -701236.687500 Penalty: 2924.314209
	Iteration 27Q: 3 clusters Score -701236.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -701236.437500 Penalty: 2924.314209
	Iteration 28Q: 3 clusters Score -701236.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -701238.625000 Penalty: 2924.314209
	Iteration 29Q: 3 clusters Score -701238.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -701239.875000 Penalty: 2924.314209
	Iteration 30Q: 3 clusters Score -701239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -701237.687500 Penalty: 2924.314209
	Iteration 31Q: 3 clusters Score -701237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -701238.750000 Penalty: 2924.314209
	Iteration 32Q: 3 clusters Score -701238.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -701239.000000 Penalty: 2924.314209
	Iteration 33Q: 3 clusters Score -701239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -701239.062500 Penalty: 2924.314209
	Iteration 34Q: 3 clusters Score -701239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -701237.687500 Penalty: 2924.314209
	Iteration 35Q: 3 clusters Score -701237.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -701237.875000 Penalty: 2924.314209
	Iteration 36Q: 3 clusters Score -701237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -701237.875000 Penalty: 2924.314209
	Iteration 37F: 3 clusters Score -701237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Entering Unmasked Estep 
Score: -154592.578125 Penalty: 1218.566406
	Iteration 0F: 2 clusters Score -154592.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152637.953125 Penalty: 2437.132812
	Iteration 0F: 3 clusters Score -152638 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -153037.687500 Penalty: 2437.132812
	Iteration 1F: 3 clusters Score -153037.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -153130.250000 Penalty: 2437.132812
	Iteration 2F: 3 clusters Score -153130.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -153181.296875 Penalty: 2437.132812
	Iteration 3Q: 3 clusters Score -153181.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -153218.015625 Penalty: 2437.132812
	Iteration 4Q: 3 clusters Score -153218 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -153247.109375 Penalty: 2437.132812
	Iteration 5Q: 3 clusters Score -153247.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -153273.484375 Penalty: 2437.132812
	Iteration 6Q: 3 clusters Score -153273.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153298.156250 Penalty: 2437.132812
	Iteration 7Q: 3 clusters Score -153298.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -153326.671875 Penalty: 2437.132812
	Iteration 8Q: 3 clusters Score -153326.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -153353.718750 Penalty: 2437.132812
	Iteration 9Q: 3 clusters Score -153353.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -153386.171875 Penalty: 2437.132812
	Iteration 10Q: 3 clusters Score -153386.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -153412.796875 Penalty: 2437.132812
	Iteration 11Q: 3 clusters Score -153412.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -153425.593750 Penalty: 2437.132812
	Iteration 12Q: 3 clusters Score -153425.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -153440.906250 Penalty: 2437.132812
	Iteration 13Q: 3 clusters Score -153440.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -153452.765625 Penalty: 2437.132812
	Iteration 14Q: 3 clusters Score -153452.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -153466.953125 Penalty: 2437.132812
	Iteration 15Q: 3 clusters Score -153467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -153480.265625 Penalty: 2437.132812
	Iteration 16Q: 3 clusters Score -153480.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153489.406250 Penalty: 2437.132812
	Iteration 17Q: 3 clusters Score -153489.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -153499.375000 Penalty: 2437.132812
	Iteration 18Q: 3 clusters Score -153499.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -153512.250000 Penalty: 2437.132812
	Iteration 19Q: 3 clusters Score -153512.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -153522.859375 Penalty: 2437.132812
	Iteration 20F: 3 clusters Score -153522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -153530.812500 Penalty: 2437.132812
	Iteration 21Q: 3 clusters Score -153530.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -153541.328125 Penalty: 2437.132812
	Iteration 22Q: 3 clusters Score -153541.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153552.484375 Penalty: 2437.132812
	Iteration 23Q: 3 clusters Score -153552.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -153568.000000 Penalty: 2437.132812
	Iteration 24Q: 3 clusters Score -153568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -153585.906250 Penalty: 2437.132812
	Iteration 25Q: 3 clusters Score -153585.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -153602.906250 Penalty: 2437.132812
	Iteration 26Q: 3 clusters Score -153602.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -153617.546875 Penalty: 2437.132812
	Iteration 27Q: 3 clusters Score -153617.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -153626.937500 Penalty: 2437.132812
	Iteration 28Q: 3 clusters Score -153626.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -153641.531250 Penalty: 2437.132812
	Iteration 29Q: 3 clusters Score -153641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -153650.406250 Penalty: 2437.132812
	Iteration 30Q: 3 clusters Score -153650.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -153667.531250 Penalty: 2437.132812
	Iteration 31Q: 3 clusters Score -153667.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -153678.656250 Penalty: 2437.132812
	Iteration 32Q: 3 clusters Score -153678.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -153689.453125 Penalty: 2437.132812
	Iteration 33Q: 3 clusters Score -153689.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -153696.421875 Penalty: 2437.132812
	Iteration 34Q: 3 clusters Score -153696.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -153701.109375 Penalty: 2437.132812
	Iteration 35Q: 3 clusters Score -153701.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153702.593750 Penalty: 2437.132812
	Iteration 36Q: 3 clusters Score -153702.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -153703.250000 Penalty: 2437.132812
	Iteration 37Q: 3 clusters Score -153703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153703.562500 Penalty: 2437.132812
	Iteration 38Q: 3 clusters Score -153703.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153704.546875 Penalty: 2437.132812
	Iteration 39Q: 3 clusters Score -153704.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -153704.546875 Penalty: 2437.132812
	Iteration 40F: 3 clusters Score -153704.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -158542.781250 Penalty: 1227.749512
	Iteration 0F: 2 clusters Score -158542.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -156532.265625 Penalty: 2455.499023
	Iteration 0F: 3 clusters Score -156532.3 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -157024.359375 Penalty: 2455.499023
	Iteration 1F: 3 clusters Score -157024.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -157191.031250 Penalty: 2455.499023
	Iteration 2F: 3 clusters Score -157191 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -157288.281250 Penalty: 2455.499023
	Iteration 3F: 3 clusters Score -157288.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157365.921875 Penalty: 2455.499023
	Iteration 4Q: 3 clusters Score -157365.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -157439.281250 Penalty: 2455.499023
	Iteration 5Q: 3 clusters Score -157439.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -157493.515625 Penalty: 2455.499023
	Iteration 6Q: 3 clusters Score -157493.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -157550.531250 Penalty: 2455.499023
	Iteration 7Q: 3 clusters Score -157550.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -157594.187500 Penalty: 2455.499023
	Iteration 8Q: 3 clusters Score -157594.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -157627.250000 Penalty: 2455.499023
	Iteration 9Q: 3 clusters Score -157627.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -157663.328125 Penalty: 2455.499023
	Iteration 10Q: 3 clusters Score -157663.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -157704.671875 Penalty: 2455.499023
	Iteration 11Q: 3 clusters Score -157704.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -157727.328125 Penalty: 2455.499023
	Iteration 12Q: 3 clusters Score -157727.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -157741.687500 Penalty: 2455.499023
	Iteration 13Q: 3 clusters Score -157741.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -157754.093750 Penalty: 2455.499023
	Iteration 14Q: 3 clusters Score -157754.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -157763.250000 Penalty: 2455.499023
	Iteration 15Q: 3 clusters Score -157763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -157770.046875 Penalty: 2455.499023
	Iteration 16Q: 3 clusters Score -157770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -157773.609375 Penalty: 2455.499023
	Iteration 17Q: 3 clusters Score -157773.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -157776.875000 Penalty: 2455.499023
	Iteration 18Q: 3 clusters Score -157776.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157778.734375 Penalty: 2455.499023
	Iteration 19Q: 3 clusters Score -157778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -157778.734375 Penalty: 2455.499023
	Iteration 20F: 3 clusters Score -157778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -87535.625000 Penalty: 1135.317017
	Iteration 0F: 2 clusters Score -87535.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -86054.593750 Penalty: 2270.634033
	Iteration 0F: 3 clusters Score -86054.59 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86364.687500 Penalty: 2270.634033
	Iteration 1F: 3 clusters Score -86364.69 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86481.632812 Penalty: 2270.634033
	Iteration 2F: 3 clusters Score -86481.63 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -86568.679688 Penalty: 2270.634033
	Iteration 3F: 3 clusters Score -86568.68 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -86655.718750 Penalty: 2270.634033
	Iteration 4Q: 3 clusters Score -86655.72 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -86744.375000 Penalty: 2270.634033
	Iteration 5Q: 3 clusters Score -86744.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86814.515625 Penalty: 2270.634033
	Iteration 6Q: 3 clusters Score -86814.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -86900.335938 Penalty: 2270.634033
	Iteration 7Q: 3 clusters Score -86900.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86976.953125 Penalty: 2270.634033
	Iteration 8Q: 3 clusters Score -86976.95 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -87051.804688 Penalty: 2270.634033
	Iteration 9Q: 3 clusters Score -87051.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87108.226562 Penalty: 2270.634033
	Iteration 10Q: 3 clusters Score -87108.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -87163.640625 Penalty: 2270.634033
	Iteration 11Q: 3 clusters Score -87163.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -87211.828125 Penalty: 2270.634033
	Iteration 12Q: 3 clusters Score -87211.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -87245.664062 Penalty: 2270.634033
	Iteration 13Q: 3 clusters Score -87245.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -87279.968750 Penalty: 2270.634033
	Iteration 14Q: 3 clusters Score -87279.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -87315.203125 Penalty: 2270.634033
	Iteration 15Q: 3 clusters Score -87315.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -87362.468750 Penalty: 2270.634033
	Iteration 16Q: 3 clusters Score -87362.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -87397.203125 Penalty: 2270.634033
	Iteration 17Q: 3 clusters Score -87397.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87409.687500 Penalty: 2270.634033
	Iteration 18Q: 3 clusters Score -87409.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -87412.242188 Penalty: 2270.634033
	Iteration 19Q: 3 clusters Score -87412.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -87415.023438 Penalty: 2270.634033
	Iteration 20F: 3 clusters Score -87415.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -87416.664062 Penalty: 2270.634033
	Iteration 21Q: 3 clusters Score -87416.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -87422.085938 Penalty: 2270.634033
	Iteration 22Q: 3 clusters Score -87422.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -87423.070312 Penalty: 2270.634033
	Iteration 23Q: 3 clusters Score -87423.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87424.054688 Penalty: 2270.634033
	Iteration 24Q: 3 clusters Score -87424.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -87424.054688 Penalty: 2270.634033
	Iteration 25F: 3 clusters Score -87424.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (5747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Entering Unmasked Estep 
Score: -508984.875000 Penalty: 1406.670410
	Iteration 0F: 2 clusters Score -508984.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -504566.437500 Penalty: 2813.340820
	Iteration 0F: 3 clusters Score -504566.4 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -505910.750000 Penalty: 2813.340820
	Iteration 1F: 3 clusters Score -505910.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -506136.500000 Penalty: 2813.340820
	Iteration 2F: 3 clusters Score -506136.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -506285.031250 Penalty: 2813.340820
	Iteration 3F: 3 clusters Score -506285 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -506403.250000 Penalty: 2813.340820
	Iteration 4Q: 3 clusters Score -506403.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -506496.312500 Penalty: 2813.340820
	Iteration 5Q: 3 clusters Score -506496.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -506578.406250 Penalty: 2813.340820
	Iteration 6Q: 3 clusters Score -506578.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -506649.187500 Penalty: 2813.340820
	Iteration 7Q: 3 clusters Score -506649.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -506731.250000 Penalty: 2813.340820
	Iteration 8Q: 3 clusters Score -506731.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -506827.843750 Penalty: 2813.340820
	Iteration 9Q: 3 clusters Score -506827.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -506935.125000 Penalty: 2813.340820
	Iteration 10Q: 3 clusters Score -506935.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -507049.656250 Penalty: 2813.340820
	Iteration 11Q: 3 clusters Score -507049.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -507197.093750 Penalty: 2813.340820
	Iteration 12Q: 3 clusters Score -507197.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -507353.250000 Penalty: 2813.340820
	Iteration 13Q: 3 clusters Score -507353.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -507513.343750 Penalty: 2813.340820
	Iteration 14Q: 3 clusters Score -507513.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -507644.562500 Penalty: 2813.340820
	Iteration 15Q: 3 clusters Score -507644.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -507741.531250 Penalty: 2813.340820
	Iteration 16Q: 3 clusters Score -507741.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -507803.437500 Penalty: 2813.340820
	Iteration 17Q: 3 clusters Score -507803.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -507850.687500 Penalty: 2813.340820
	Iteration 18Q: 3 clusters Score -507850.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -507878.156250 Penalty: 2813.340820
	Iteration 19Q: 3 clusters Score -507878.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -507897.468750 Penalty: 2813.340820
	Iteration 20F: 3 clusters Score -507897.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -507910.062500 Penalty: 2813.340820
	Iteration 21Q: 3 clusters Score -507910.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -507919.875000 Penalty: 2813.340820
	Iteration 22Q: 3 clusters Score -507919.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -507924.875000 Penalty: 2813.340820
	Iteration 23Q: 3 clusters Score -507924.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -507930.781250 Penalty: 2813.340820
	Iteration 24Q: 3 clusters Score -507930.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -507935.156250 Penalty: 2813.340820
	Iteration 25Q: 3 clusters Score -507935.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -507939.656250 Penalty: 2813.340820
	Iteration 26Q: 3 clusters Score -507939.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -507943.937500 Penalty: 2813.340820
	Iteration 27Q: 3 clusters Score -507943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -507948.187500 Penalty: 2813.340820
	Iteration 28Q: 3 clusters Score -507948.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -507951.687500 Penalty: 2813.340820
	Iteration 29Q: 3 clusters Score -507951.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -507953.656250 Penalty: 2813.340820
	Iteration 30Q: 3 clusters Score -507953.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -507956.187500 Penalty: 2813.340820
	Iteration 31Q: 3 clusters Score -507956.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -507957.343750 Penalty: 2813.340820
	Iteration 32Q: 3 clusters Score -507957.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -507961.093750 Penalty: 2813.340820
	Iteration 33Q: 3 clusters Score -507961.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -507963.218750 Penalty: 2813.340820
	Iteration 34Q: 3 clusters Score -507963.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -507966.156250 Penalty: 2813.340820
	Iteration 35Q: 3 clusters Score -507966.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -507968.750000 Penalty: 2813.340820
	Iteration 36Q: 3 clusters Score -507968.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -507968.687500 Penalty: 2813.340820
	Iteration 37Q: 3 clusters Score -507968.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -507969.687500 Penalty: 2813.340820
	Iteration 38Q: 3 clusters Score -507969.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -507970.312500 Penalty: 2813.340820
	Iteration 39Q: 3 clusters Score -507970.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -507970.593750 Penalty: 2813.340820
	Iteration 40F: 3 clusters Score -507970.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -507970.218750 Penalty: 2813.340820
	Iteration 41Q: 3 clusters Score -507970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -507970.812500 Penalty: 2813.340820
	Iteration 42Q: 3 clusters Score -507970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -507971.687500 Penalty: 2813.340820
	Iteration 43Q: 3 clusters Score -507971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -507972.312500 Penalty: 2813.340820
	Iteration 44Q: 3 clusters Score -507972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -507972.468750 Penalty: 2813.340820
	Iteration 45Q: 3 clusters Score -507972.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -507974.343750 Penalty: 2813.340820
	Iteration 46Q: 3 clusters Score -507974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -507975.750000 Penalty: 2813.340820
	Iteration 47Q: 3 clusters Score -507975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -507976.187500 Penalty: 2813.340820
	Iteration 48Q: 3 clusters Score -507976.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -507976.656250 Penalty: 2813.340820
	Iteration 49Q: 3 clusters Score -507976.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -507976.656250 Penalty: 2813.340820
	Iteration 50F: 3 clusters Score -507976.7 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122837864.000000 Penalty: 99168.140625
20->44 Clusters: Score -122837864.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 24435 members 
Mstep: Class 3 contains 24275 members 
Mstep: Class 4 contains 24203 members 
Mstep: Class 5 contains 24417 members 
Mstep: Class 6 contains 24276 members 
Mstep: Class 7 contains 24217 members 
Mstep: Class 8 contains 24530 members 
Mstep: Class 9 contains 24131 members 
Mstep: Class 10 contains 24143 members 
Mstep: Class 11 contains 24168 members 
Mstep: Class 12 contains 24467 members 
Mstep: Class 13 contains 24260 members 
Mstep: Class 14 contains 24305 members 
Mstep: Class 15 contains 24653 members 
Mstep: Class 16 contains 24215 members 
Mstep: Class 17 contains 24201 members 
Mstep: Class 18 contains 24264 members 
Mstep: Class 19 contains 24253 members 
Mstep: Class 20 contains 24225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 558.549561 but Gain 2127.710938
Score: -37619684.000000 Penalty: 40426.515625
Iteration 0F: 20 clusters Score -3.761968e+07 nChanged 457809
Entering Unmasked Mstep 
Mstep: Class 0 contains 600 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 46898 members 
Mstep: Class 4 contains 24739 members 
Mstep: Class 5 contains 15341 members 
Mstep: Class 6 contains 21455 members 
Mstep: Class 7 contains 30884 members 
Mstep: Class 8 contains 21255 members 
Mstep: Class 9 contains 28239 members 
Mstep: Class 10 contains 48600 members 
Mstep: Class 11 contains 13009 members 
Mstep: Class 12 contains 24539 members 
Mstep: Class 13 contains 11836 members 
Mstep: Class 14 contains 20316 members 
Mstep: Class 15 contains 23912 members 
Mstep: Class 16 contains 20805 members 
Mstep: Class 17 contains 20511 members 
Mstep: Class 18 contains 17800 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 43962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39497528.000000 Penalty: 40426.515625
Iteration 1F: 20 clusters Score -3.949753e+07 nChanged 204156
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 38254 members 
Mstep: Class 4 contains 31411 members 
Mstep: Class 5 contains 13853 members 
Mstep: Class 6 contains 16703 members 
Mstep: Class 7 contains 21359 members 
Mstep: Class 8 contains 11524 members 
Mstep: Class 9 contains 26177 members 
Mstep: Class 10 contains 41822 members 
Mstep: Class 11 contains 11134 members 
Mstep: Class 12 contains 18645 members 
Mstep: Class 13 contains 10517 members 
Mstep: Class 14 contains 21923 members 
Mstep: Class 15 contains 26342 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 32139 members 
Mstep: Class 18 contains 13391 members 
Mstep: Class 19 contains 55985 members 
Mstep: Class 20 contains 73550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40002720.000000 Penalty: 40426.515625
Iteration 2F: 20 clusters Score -4.000272e+07 nChanged 135269
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 28338 members 
Mstep: Class 4 contains 31541 members 
Mstep: Class 5 contains 11756 members 
Mstep: Class 6 contains 9688 members 
Mstep: Class 7 contains 15491 members 
Mstep: Class 8 contains 7880 members 
Mstep: Class 9 contains 20388 members 
Mstep: Class 10 contains 36478 members 
Mstep: Class 11 contains 12794 members 
Mstep: Class 12 contains 12618 members 
Mstep: Class 13 contains 14617 members 
Mstep: Class 14 contains 27959 members 
Mstep: Class 15 contains 25278 members 
Mstep: Class 16 contains 10329 members 
Mstep: Class 17 contains 45152 members 
Mstep: Class 18 contains 10245 members 
Mstep: Class 19 contains 71748 members 
Mstep: Class 20 contains 89451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40281976.000000 Penalty: 40426.515625
Iteration 3F: 20 clusters Score -4.028198e+07 nChanged 95860
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 20842 members 
Mstep: Class 4 contains 28036 members 
Mstep: Class 5 contains 11020 members 
Mstep: Class 6 contains 4745 members 
Mstep: Class 7 contains 10936 members 
Mstep: Class 8 contains 6459 members 
Mstep: Class 9 contains 14886 members 
Mstep: Class 10 contains 30184 members 
Mstep: Class 11 contains 15273 members 
Mstep: Class 12 contains 8207 members 
Mstep: Class 13 contains 20211 members 
Mstep: Class 14 contains 39132 members 
Mstep: Class 15 contains 23902 members 
Mstep: Class 16 contains 11205 members 
Mstep: Class 17 contains 51624 members 
Mstep: Class 18 contains 7341 members 
Mstep: Class 19 contains 85676 members 
Mstep: Class 20 contains 94280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2076.632812 but Gain 2127.710938
Score: -40436856.000000 Penalty: 38298.804688
Iteration 4F: 19 clusters Score -4.043686e+07 nChanged 65574
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 17289 members 
Mstep: Class 4 contains 24811 members 
Mstep: Class 5 contains 10990 members 
Mstep: Class 6 contains 2404 members 
Mstep: Class 7 contains 8412 members 
Mstep: Class 8 contains 6072 members 
Mstep: Class 9 contains 12710 members 
Mstep: Class 10 contains 24162 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 5429 members 
Mstep: Class 13 contains 23643 members 
Mstep: Class 14 contains 46109 members 
Mstep: Class 15 contains 24305 members 
Mstep: Class 16 contains 12496 members 
Mstep: Class 17 contains 54705 members 
Mstep: Class 18 contains 5634 members 
Mstep: Class 19 contains 97215 members 
Mstep: Class 20 contains 92479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1833.277344 but Gain 2127.710938
Score: -40527372.000000 Penalty: 36171.093750
Iteration 5F: 18 clusters Score -4.052737e+07 nChanged 46572
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 4 contains 22857 members 
Mstep: Class 5 contains 10918 members 
Mstep: Class 7 contains 9146 members 
Mstep: Class 8 contains 5965 members 
Mstep: Class 9 contains 10798 members 
Mstep: Class 10 contains 19890 members 
Mstep: Class 11 contains 18029 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 25743 members 
Mstep: Class 14 contains 48515 members 
Mstep: Class 15 contains 26197 members 
Mstep: Class 16 contains 13111 members 
Mstep: Class 17 contains 56410 members 
Mstep: Class 18 contains 4722 members 
Mstep: Class 19 contains 107332 members 
Mstep: Class 20 contains 86670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40581532.000000 Penalty: 36171.093750
Iteration 6F: 18 clusters Score -4.058153e+07 nChanged 36582
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 13985 members 
Mstep: Class 4 contains 20809 members 
Mstep: Class 5 contains 10715 members 
Mstep: Class 7 contains 13172 members 
Mstep: Class 8 contains 5978 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 16833 members 
Mstep: Class 11 contains 18279 members 
Mstep: Class 12 contains 3405 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 47533 members 
Mstep: Class 15 contains 27382 members 
Mstep: Class 16 contains 13311 members 
Mstep: Class 17 contains 56734 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 117344 members 
Mstep: Class 20 contains 79273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40619316.000000 Penalty: 36171.093750
Iteration 7F: 18 clusters Score -4.061932e+07 nChanged 30872
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 2 contains 12731 members 
Mstep: Class 4 contains 19008 members 
Mstep: Class 5 contains 10408 members 
Mstep: Class 7 contains 17608 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 8316 members 
Mstep: Class 10 contains 14842 members 
Mstep: Class 11 contains 18068 members 
Mstep: Class 12 contains 3025 members 
Mstep: Class 13 contains 28708 members 
Mstep: Class 14 contains 45466 members 
Mstep: Class 15 contains 27966 members 
Mstep: Class 16 contains 13368 members 
Mstep: Class 17 contains 56382 members 
Mstep: Class 18 contains 4607 members 
Mstep: Class 19 contains 127596 members 
Mstep: Class 20 contains 71620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40652808.000000 Penalty: 36171.093750
Iteration 8F: 18 clusters Score -4.065281e+07 nChanged 26358
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 11839 members 
Mstep: Class 4 contains 17894 members 
Mstep: Class 5 contains 10051 members 
Mstep: Class 7 contains 21748 members 
Mstep: Class 8 contains 6260 members 
Mstep: Class 9 contains 8037 members 
Mstep: Class 10 contains 13493 members 
Mstep: Class 11 contains 17652 members 
Mstep: Class 12 contains 2801 members 
Mstep: Class 13 contains 29677 members 
Mstep: Class 14 contains 43106 members 
Mstep: Class 15 contains 27863 members 
Mstep: Class 16 contains 13322 members 
Mstep: Class 17 contains 55469 members 
Mstep: Class 18 contains 4901 members 
Mstep: Class 19 contains 137007 members 
Mstep: Class 20 contains 64684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40687216.000000 Penalty: 36171.093750
Iteration 9F: 18 clusters Score -4.068722e+07 nChanged 22631
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 12106 members 
Mstep: Class 4 contains 18269 members 
Mstep: Class 5 contains 9719 members 
Mstep: Class 7 contains 25102 members 
Mstep: Class 8 contains 6434 members 
Mstep: Class 9 contains 8239 members 
Mstep: Class 10 contains 12662 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 2672 members 
Mstep: Class 13 contains 30352 members 
Mstep: Class 14 contains 40583 members 
Mstep: Class 15 contains 26873 members 
Mstep: Class 16 contains 13140 members 
Mstep: Class 17 contains 54057 members 
Mstep: Class 18 contains 5158 members 
Mstep: Class 19 contains 144440 members 
Mstep: Class 20 contains 58906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40719884.000000 Penalty: 36171.093750
Iteration 10Q: 18 clusters Score -4.071988e+07 nChanged 20046
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 13084 members 
Mstep: Class 4 contains 19963 members 
Mstep: Class 5 contains 9444 members 
Mstep: Class 7 contains 27525 members 
Mstep: Class 8 contains 6621 members 
Mstep: Class 9 contains 8654 members 
Mstep: Class 10 contains 12035 members 
Mstep: Class 11 contains 16358 members 
Mstep: Class 12 contains 2589 members 
Mstep: Class 13 contains 30813 members 
Mstep: Class 14 contains 38192 members 
Mstep: Class 15 contains 25106 members 
Mstep: Class 16 contains 12963 members 
Mstep: Class 17 contains 52265 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 149927 members 
Mstep: Class 20 contains 54992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40745152.000000 Penalty: 36171.093750
Iteration 11Q: 18 clusters Score -4.074515e+07 nChanged 16913
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 13991 members 
Mstep: Class 4 contains 21507 members 
Mstep: Class 5 contains 9151 members 
Mstep: Class 7 contains 29465 members 
Mstep: Class 8 contains 6789 members 
Mstep: Class 9 contains 9247 members 
Mstep: Class 10 contains 11629 members 
Mstep: Class 11 contains 15559 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 31006 members 
Mstep: Class 14 contains 36139 members 
Mstep: Class 15 contains 22885 members 
Mstep: Class 16 contains 12803 members 
Mstep: Class 17 contains 50362 members 
Mstep: Class 18 contains 5439 members 
Mstep: Class 19 contains 153335 members 
Mstep: Class 20 contains 53980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40767656.000000 Penalty: 36171.093750
Iteration 12Q: 18 clusters Score -4.076766e+07 nChanged 13883
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 14767 members 
Mstep: Class 4 contains 22744 members 
Mstep: Class 5 contains 8883 members 
Mstep: Class 7 contains 30957 members 
Mstep: Class 8 contains 6948 members 
Mstep: Class 9 contains 9990 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 14754 members 
Mstep: Class 12 contains 2463 members 
Mstep: Class 13 contains 30857 members 
Mstep: Class 14 contains 34501 members 
Mstep: Class 15 contains 20422 members 
Mstep: Class 16 contains 12663 members 
Mstep: Class 17 contains 48488 members 
Mstep: Class 18 contains 5613 members 
Mstep: Class 19 contains 154387 members 
Mstep: Class 20 contains 55986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40776504.000000 Penalty: 36171.093750
Iteration 13Q: 18 clusters Score -4.07765e+07 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 15428 members 
Mstep: Class 4 contains 23713 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 7 contains 32193 members 
Mstep: Class 8 contains 7061 members 
Mstep: Class 9 contains 10813 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 14010 members 
Mstep: Class 12 contains 2422 members 
Mstep: Class 13 contains 30756 members 
Mstep: Class 14 contains 33197 members 
Mstep: Class 15 contains 18258 members 
Mstep: Class 16 contains 12523 members 
Mstep: Class 17 contains 46789 members 
Mstep: Class 18 contains 5798 members 
Mstep: Class 19 contains 154719 members 
Mstep: Class 20 contains 58199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40782276.000000 Penalty: 36171.093750
Iteration 14Q: 18 clusters Score -4.078228e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 16039 members 
Mstep: Class 4 contains 24326 members 
Mstep: Class 5 contains 8399 members 
Mstep: Class 7 contains 33192 members 
Mstep: Class 8 contains 7141 members 
Mstep: Class 9 contains 11488 members 
Mstep: Class 10 contains 11272 members 
Mstep: Class 11 contains 13372 members 
Mstep: Class 12 contains 2387 members 
Mstep: Class 13 contains 30609 members 
Mstep: Class 14 contains 32192 members 
Mstep: Class 15 contains 16327 members 
Mstep: Class 16 contains 12414 members 
Mstep: Class 17 contains 45390 members 
Mstep: Class 18 contains 6023 members 
Mstep: Class 19 contains 154897 members 
Mstep: Class 20 contains 60335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40787012.000000 Penalty: 36171.093750
Iteration 15Q: 18 clusters Score -4.078701e+07 nChanged 8079
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 16569 members 
Mstep: Class 4 contains 24802 members 
Mstep: Class 5 contains 8140 members 
Mstep: Class 7 contains 33961 members 
Mstep: Class 8 contains 7225 members 
Mstep: Class 9 contains 11982 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 12841 members 
Mstep: Class 12 contains 2368 members 
Mstep: Class 13 contains 30455 members 
Mstep: Class 14 contains 31368 members 
Mstep: Class 15 contains 14645 members 
Mstep: Class 16 contains 12312 members 
Mstep: Class 17 contains 44139 members 
Mstep: Class 18 contains 6283 members 
Mstep: Class 19 contains 155003 members 
Mstep: Class 20 contains 62388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40791824.000000 Penalty: 36171.093750
Iteration 16Q: 18 clusters Score -4.079182e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 16897 members 
Mstep: Class 4 contains 25229 members 
Mstep: Class 5 contains 7890 members 
Mstep: Class 7 contains 34470 members 
Mstep: Class 8 contains 7308 members 
Mstep: Class 9 contains 12443 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 12391 members 
Mstep: Class 12 contains 2351 members 
Mstep: Class 13 contains 30111 members 
Mstep: Class 14 contains 30636 members 
Mstep: Class 15 contains 13560 members 
Mstep: Class 16 contains 12178 members 
Mstep: Class 17 contains 43041 members 
Mstep: Class 18 contains 6584 members 
Mstep: Class 19 contains 155084 members 
Mstep: Class 20 contains 64240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40797312.000000 Penalty: 36171.093750
Iteration 17Q: 18 clusters Score -4.079731e+07 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 17013 members 
Mstep: Class 4 contains 25618 members 
Mstep: Class 5 contains 7640 members 
Mstep: Class 7 contains 34797 members 
Mstep: Class 8 contains 7376 members 
Mstep: Class 9 contains 12892 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 11986 members 
Mstep: Class 12 contains 2336 members 
Mstep: Class 13 contains 29554 members 
Mstep: Class 14 contains 29945 members 
Mstep: Class 15 contains 13325 members 
Mstep: Class 16 contains 12004 members 
Mstep: Class 17 contains 41966 members 
Mstep: Class 18 contains 6962 members 
Mstep: Class 19 contains 155119 members 
Mstep: Class 20 contains 65759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40800568.000000 Penalty: 36171.093750
Iteration 18Q: 18 clusters Score -4.080057e+07 nChanged 5136
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 17054 members 
Mstep: Class 4 contains 25961 members 
Mstep: Class 5 contains 7431 members 
Mstep: Class 7 contains 34905 members 
Mstep: Class 8 contains 7438 members 
Mstep: Class 9 contains 13292 members 
Mstep: Class 10 contains 11701 members 
Mstep: Class 11 contains 11675 members 
Mstep: Class 12 contains 2318 members 
Mstep: Class 13 contains 28953 members 
Mstep: Class 14 contains 29447 members 
Mstep: Class 15 contains 13347 members 
Mstep: Class 16 contains 11904 members 
Mstep: Class 17 contains 40962 members 
Mstep: Class 18 contains 7326 members 
Mstep: Class 19 contains 155102 members 
Mstep: Class 20 contains 66987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40802840.000000 Penalty: 36171.093750
Iteration 19Q: 18 clusters Score -4.080284e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 17149 members 
Mstep: Class 4 contains 26271 members 
Mstep: Class 5 contains 7271 members 
Mstep: Class 7 contains 34959 members 
Mstep: Class 8 contains 7464 members 
Mstep: Class 9 contains 13720 members 
Mstep: Class 10 contains 11878 members 
Mstep: Class 11 contains 11412 members 
Mstep: Class 12 contains 2309 members 
Mstep: Class 13 contains 28280 members 
Mstep: Class 14 contains 29081 members 
Mstep: Class 15 contains 13351 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 40006 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 155087 members 
Mstep: Class 20 contains 68051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40805728.000000 Penalty: 36171.093750
Iteration 20F: 18 clusters Score -4.080573e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 17314 members 
Mstep: Class 4 contains 26584 members 
Mstep: Class 5 contains 7077 members 
Mstep: Class 7 contains 35046 members 
Mstep: Class 8 contains 7429 members 
Mstep: Class 9 contains 14514 members 
Mstep: Class 10 contains 12062 members 
Mstep: Class 11 contains 11165 members 
Mstep: Class 12 contains 2298 members 
Mstep: Class 13 contains 27665 members 
Mstep: Class 14 contains 28698 members 
Mstep: Class 15 contains 13316 members 
Mstep: Class 16 contains 11861 members 
Mstep: Class 17 contains 38806 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 155079 members 
Mstep: Class 20 contains 68958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40808228.000000 Penalty: 36171.093750
Iteration 21Q: 18 clusters Score -4.080823e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 2 contains 17495 members 
Mstep: Class 4 contains 26934 members 
Mstep: Class 5 contains 7035 members 
Mstep: Class 7 contains 35053 members 
Mstep: Class 8 contains 7377 members 
Mstep: Class 9 contains 15256 members 
Mstep: Class 10 contains 12305 members 
Mstep: Class 11 contains 10942 members 
Mstep: Class 12 contains 2291 members 
Mstep: Class 13 contains 27089 members 
Mstep: Class 14 contains 28368 members 
Mstep: Class 15 contains 13266 members 
Mstep: Class 16 contains 11844 members 
Mstep: Class 17 contains 37625 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 155057 members 
Mstep: Class 20 contains 69790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40810360.000000 Penalty: 36171.093750
Iteration 22Q: 18 clusters Score -4.081036e+07 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 17670 members 
Mstep: Class 4 contains 27303 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 7 contains 35030 members 
Mstep: Class 8 contains 7350 members 
Mstep: Class 9 contains 15981 members 
Mstep: Class 10 contains 12560 members 
Mstep: Class 11 contains 10755 members 
Mstep: Class 12 contains 2282 members 
Mstep: Class 13 contains 26560 members 
Mstep: Class 14 contains 28043 members 
Mstep: Class 15 contains 13218 members 
Mstep: Class 16 contains 11840 members 
Mstep: Class 17 contains 36494 members 
Mstep: Class 18 contains 8179 members 
Mstep: Class 19 contains 155016 members 
Mstep: Class 20 contains 70503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40812336.000000 Penalty: 36171.093750
Iteration 23Q: 18 clusters Score -4.081234e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 17821 members 
Mstep: Class 4 contains 27687 members 
Mstep: Class 5 contains 7003 members 
Mstep: Class 7 contains 34968 members 
Mstep: Class 8 contains 7326 members 
Mstep: Class 9 contains 16636 members 
Mstep: Class 10 contains 12798 members 
Mstep: Class 11 contains 10590 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 26048 members 
Mstep: Class 14 contains 27760 members 
Mstep: Class 15 contains 13184 members 
Mstep: Class 16 contains 11847 members 
Mstep: Class 17 contains 35533 members 
Mstep: Class 18 contains 8174 members 
Mstep: Class 19 contains 154978 members 
Mstep: Class 20 contains 71171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813872.000000 Penalty: 36171.093750
Iteration 24Q: 18 clusters Score -4.081387e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 17950 members 
Mstep: Class 4 contains 28028 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 7 contains 34898 members 
Mstep: Class 8 contains 7297 members 
Mstep: Class 9 contains 17165 members 
Mstep: Class 10 contains 12988 members 
Mstep: Class 11 contains 10444 members 
Mstep: Class 12 contains 2271 members 
Mstep: Class 13 contains 25598 members 
Mstep: Class 14 contains 27551 members 
Mstep: Class 15 contains 13155 members 
Mstep: Class 16 contains 11863 members 
Mstep: Class 17 contains 34753 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 154931 members 
Mstep: Class 20 contains 71793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40814896.000000 Penalty: 36171.093750
Iteration 25Q: 18 clusters Score -4.08149e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 18069 members 
Mstep: Class 4 contains 28367 members 
Mstep: Class 5 contains 7012 members 
Mstep: Class 7 contains 34822 members 
Mstep: Class 8 contains 7260 members 
Mstep: Class 9 contains 17536 members 
Mstep: Class 10 contains 13119 members 
Mstep: Class 11 contains 10317 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 25197 members 
Mstep: Class 14 contains 27357 members 
Mstep: Class 15 contains 13143 members 
Mstep: Class 16 contains 11872 members 
Mstep: Class 17 contains 34102 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 154910 members 
Mstep: Class 20 contains 72357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40815536.000000 Penalty: 36171.093750
Iteration 26Q: 18 clusters Score -4.081554e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 18170 members 
Mstep: Class 4 contains 28681 members 
Mstep: Class 5 contains 7025 members 
Mstep: Class 7 contains 34719 members 
Mstep: Class 8 contains 7230 members 
Mstep: Class 9 contains 17795 members 
Mstep: Class 10 contains 13203 members 
Mstep: Class 11 contains 10200 members 
Mstep: Class 12 contains 2257 members 
Mstep: Class 13 contains 24845 members 
Mstep: Class 14 contains 27204 members 
Mstep: Class 15 contains 13117 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 33539 members 
Mstep: Class 18 contains 8114 members 
Mstep: Class 19 contains 154902 members 
Mstep: Class 20 contains 72926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40816264.000000 Penalty: 36171.093750
Iteration 27Q: 18 clusters Score -4.081626e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18267 members 
Mstep: Class 4 contains 28982 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 7 contains 34645 members 
Mstep: Class 8 contains 7199 members 
Mstep: Class 9 contains 17977 members 
Mstep: Class 10 contains 13262 members 
Mstep: Class 11 contains 10086 members 
Mstep: Class 12 contains 2256 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 27050 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11884 members 
Mstep: Class 17 contains 33037 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 154915 members 
Mstep: Class 20 contains 73474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40816904.000000 Penalty: 36171.093750
Iteration 28Q: 18 clusters Score -4.08169e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18337 members 
Mstep: Class 4 contains 29228 members 
Mstep: Class 5 contains 7037 members 
Mstep: Class 7 contains 34587 members 
Mstep: Class 8 contains 7165 members 
Mstep: Class 9 contains 18119 members 
Mstep: Class 10 contains 13286 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 2248 members 
Mstep: Class 13 contains 24191 members 
Mstep: Class 14 contains 26929 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 11893 members 
Mstep: Class 17 contains 32623 members 
Mstep: Class 18 contains 8214 members 
Mstep: Class 19 contains 154935 members 
Mstep: Class 20 contains 73969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40817300.000000 Penalty: 36171.093750
Iteration 29Q: 18 clusters Score -4.08173e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18385 members 
Mstep: Class 4 contains 29418 members 
Mstep: Class 5 contains 7047 members 
Mstep: Class 7 contains 34533 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 18239 members 
Mstep: Class 10 contains 13304 members 
Mstep: Class 11 contains 9879 members 
Mstep: Class 12 contains 2246 members 
Mstep: Class 13 contains 23900 members 
Mstep: Class 14 contains 26831 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 11902 members 
Mstep: Class 17 contains 32281 members 
Mstep: Class 18 contains 8274 members 
Mstep: Class 19 contains 154957 members 
Mstep: Class 20 contains 74412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40817380.000000 Penalty: 36171.093750
Iteration 30Q: 18 clusters Score -4.081738e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18424 members 
Mstep: Class 4 contains 29564 members 
Mstep: Class 5 contains 7049 members 
Mstep: Class 7 contains 34504 members 
Mstep: Class 8 contains 7059 members 
Mstep: Class 9 contains 18357 members 
Mstep: Class 10 contains 13339 members 
Mstep: Class 11 contains 9794 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 23600 members 
Mstep: Class 14 contains 26741 members 
Mstep: Class 15 contains 13080 members 
Mstep: Class 16 contains 11907 members 
Mstep: Class 17 contains 32000 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 154976 members 
Mstep: Class 20 contains 74856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40817840.000000 Penalty: 36171.093750
Iteration 31Q: 18 clusters Score -4.081784e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18462 members 
Mstep: Class 4 contains 29705 members 
Mstep: Class 5 contains 7057 members 
Mstep: Class 7 contains 34475 members 
Mstep: Class 8 contains 7011 members 
Mstep: Class 9 contains 18429 members 
Mstep: Class 10 contains 13355 members 
Mstep: Class 11 contains 9730 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 23315 members 
Mstep: Class 14 contains 26674 members 
Mstep: Class 15 contains 13076 members 
Mstep: Class 16 contains 11910 members 
Mstep: Class 17 contains 31737 members 
Mstep: Class 18 contains 8374 members 
Mstep: Class 19 contains 154998 members 
Mstep: Class 20 contains 75257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818064.000000 Penalty: 36171.093750
Iteration 32Q: 18 clusters Score -4.081806e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 18492 members 
Mstep: Class 4 contains 29811 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 7 contains 34426 members 
Mstep: Class 8 contains 6974 members 
Mstep: Class 9 contains 18486 members 
Mstep: Class 10 contains 13362 members 
Mstep: Class 11 contains 9666 members 
Mstep: Class 12 contains 2235 members 
Mstep: Class 13 contains 23053 members 
Mstep: Class 14 contains 26623 members 
Mstep: Class 15 contains 13073 members 
Mstep: Class 16 contains 11912 members 
Mstep: Class 17 contains 31537 members 
Mstep: Class 18 contains 8431 members 
Mstep: Class 19 contains 155017 members 
Mstep: Class 20 contains 75648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818236.000000 Penalty: 36171.093750
Iteration 33Q: 18 clusters Score -4.081824e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 18518 members 
Mstep: Class 4 contains 29900 members 
Mstep: Class 5 contains 7056 members 
Mstep: Class 7 contains 34376 members 
Mstep: Class 8 contains 6943 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 13354 members 
Mstep: Class 11 contains 9603 members 
Mstep: Class 12 contains 2236 members 
Mstep: Class 13 contains 22776 members 
Mstep: Class 14 contains 26575 members 
Mstep: Class 15 contains 13073 members 
Mstep: Class 16 contains 11909 members 
Mstep: Class 17 contains 31369 members 
Mstep: Class 18 contains 8479 members 
Mstep: Class 19 contains 155034 members 
Mstep: Class 20 contains 76073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818240.000000 Penalty: 36171.093750
Iteration 34Q: 18 clusters Score -4.081824e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 18546 members 
Mstep: Class 4 contains 29950 members 
Mstep: Class 5 contains 7064 members 
Mstep: Class 7 contains 34334 members 
Mstep: Class 8 contains 6911 members 
Mstep: Class 9 contains 18540 members 
Mstep: Class 10 contains 13318 members 
Mstep: Class 11 contains 9550 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 22541 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 15 contains 13071 members 
Mstep: Class 16 contains 11901 members 
Mstep: Class 17 contains 31228 members 
Mstep: Class 18 contains 8548 members 
Mstep: Class 19 contains 155052 members 
Mstep: Class 20 contains 76470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818364.000000 Penalty: 36171.093750
Iteration 35Q: 18 clusters Score -4.081836e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 2 contains 18562 members 
Mstep: Class 4 contains 29980 members 
Mstep: Class 5 contains 7080 members 
Mstep: Class 7 contains 34317 members 
Mstep: Class 8 contains 6873 members 
Mstep: Class 9 contains 18562 members 
Mstep: Class 10 contains 13296 members 
Mstep: Class 11 contains 9510 members 
Mstep: Class 12 contains 2238 members 
Mstep: Class 13 contains 22285 members 
Mstep: Class 14 contains 26530 members 
Mstep: Class 15 contains 13071 members 
Mstep: Class 16 contains 11892 members 
Mstep: Class 17 contains 31107 members 
Mstep: Class 18 contains 8617 members 
Mstep: Class 19 contains 155073 members 
Mstep: Class 20 contains 76809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818372.000000 Penalty: 36171.093750
Iteration 36Q: 18 clusters Score -4.081837e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 2 contains 18573 members 
Mstep: Class 4 contains 30003 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 7 contains 34314 members 
Mstep: Class 8 contains 6846 members 
Mstep: Class 9 contains 18572 members 
Mstep: Class 10 contains 13269 members 
Mstep: Class 11 contains 9457 members 
Mstep: Class 12 contains 2239 members 
Mstep: Class 13 contains 22004 members 
Mstep: Class 14 contains 26510 members 
Mstep: Class 15 contains 13074 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 30999 members 
Mstep: Class 18 contains 8688 members 
Mstep: Class 19 contains 155094 members 
Mstep: Class 20 contains 77187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818488.000000 Penalty: 36171.093750
Iteration 37Q: 18 clusters Score -4.081849e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 18569 members 
Mstep: Class 4 contains 30019 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 7 contains 34299 members 
Mstep: Class 8 contains 6811 members 
Mstep: Class 9 contains 18596 members 
Mstep: Class 10 contains 13247 members 
Mstep: Class 11 contains 9418 members 
Mstep: Class 12 contains 2241 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 26490 members 
Mstep: Class 15 contains 13082 members 
Mstep: Class 16 contains 11870 members 
Mstep: Class 17 contains 30898 members 
Mstep: Class 18 contains 8755 members 
Mstep: Class 19 contains 155115 members 
Mstep: Class 20 contains 77557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40818544.000000 Penalty: 36171.093750
Iteration 38Q: 18 clusters Score -4.081854e+07 nChanged 857
Entering ConstructFrom: 
Score: -40818544.000000 Penalty: 36171.093750
Entering ConstructFrom: 
Trying to split cluster 2 (18567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Entering Unmasked Estep 
Score: -1644604.375000 Penalty: 1597.235352
	Iteration 0F: 2 clusters Score -1644604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -1632020.250000 Penalty: 3194.470703
	Iteration 0F: 3 clusters Score -1632020 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1636814.000000 Penalty: 3194.470703
	Iteration 1F: 3 clusters Score -1636814 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1637891.000000 Penalty: 3194.470703
	Iteration 2F: 3 clusters Score -1637891 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1639466.125000 Penalty: 3194.470703
	Iteration 3F: 3 clusters Score -1639466 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1641104.000000 Penalty: 3194.470703
	Iteration 4F: 3 clusters Score -1641104 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1642370.375000 Penalty: 3194.470703
	Iteration 5F: 3 clusters Score -1642370 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1643102.250000 Penalty: 3194.470703
	Iteration 6F: 3 clusters Score -1643102 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1643462.500000 Penalty: 3194.470703
	Iteration 7Q: 3 clusters Score -1643462 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1643644.375000 Penalty: 3194.470703
	Iteration 8Q: 3 clusters Score -1643644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1643735.750000 Penalty: 3194.470703
	Iteration 9Q: 3 clusters Score -1643736 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1643799.750000 Penalty: 3194.470703
	Iteration 10Q: 3 clusters Score -1643800 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1643861.625000 Penalty: 3194.470703
	Iteration 11Q: 3 clusters Score -1643862 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1643911.125000 Penalty: 3194.470703
	Iteration 12Q: 3 clusters Score -1643911 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1643949.750000 Penalty: 3194.470703
	Iteration 13Q: 3 clusters Score -1643950 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1643973.875000 Penalty: 3194.470703
	Iteration 14Q: 3 clusters Score -1643974 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1643995.125000 Penalty: 3194.470703
	Iteration 15Q: 3 clusters Score -1643995 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1644011.000000 Penalty: 3194.470703
	Iteration 16Q: 3 clusters Score -1644011 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1644024.875000 Penalty: 3194.470703
	Iteration 17Q: 3 clusters Score -1644025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16856 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1644032.875000 Penalty: 3194.470703
	Iteration 18Q: 3 clusters Score -1644033 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1644040.500000 Penalty: 3194.470703
	Iteration 19Q: 3 clusters Score -1644040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1644046.375000 Penalty: 3194.470703
	Iteration 20F: 3 clusters Score -1644046 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1644054.500000 Penalty: 3194.470703
	Iteration 21Q: 3 clusters Score -1644054 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1644054.375000 Penalty: 3194.470703
	Iteration 22Q: 3 clusters Score -1644054 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1644067.125000 Penalty: 3194.470703
	Iteration 23Q: 3 clusters Score -1644067 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1644069.750000 Penalty: 3194.470703
	Iteration 24Q: 3 clusters Score -1644070 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1644071.000000 Penalty: 3194.470703
	Iteration 25Q: 3 clusters Score -1644071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -1644070.750000 Penalty: 3194.470703
	Iteration 26Q: 3 clusters Score -1644071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1644074.125000 Penalty: 3194.470703
	Iteration 27Q: 3 clusters Score -1644074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1644073.875000 Penalty: 3194.470703
	Iteration 28Q: 3 clusters Score -1644074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1644074.250000 Penalty: 3194.470703
	Iteration 29Q: 3 clusters Score -1644074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1644075.375000 Penalty: 3194.470703
	Iteration 30Q: 3 clusters Score -1644075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1644072.750000 Penalty: 3194.470703
	Iteration 31Q: 3 clusters Score -1644073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1644077.625000 Penalty: 3194.470703
	Iteration 32Q: 3 clusters Score -1644078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1644079.375000 Penalty: 3194.470703
	Iteration 33Q: 3 clusters Score -1644079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1644078.875000 Penalty: 3194.470703
	Iteration 34Q: 3 clusters Score -1644079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1644083.125000 Penalty: 3194.470703
	Iteration 35Q: 3 clusters Score -1644083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1644078.875000 Penalty: 3194.470703
	Iteration 36Q: 3 clusters Score -1644079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1644082.625000 Penalty: 3194.470703
	Iteration 37Q: 3 clusters Score -1644083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1644083.125000 Penalty: 3194.470703
	Iteration 38Q: 3 clusters Score -1644083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1644083.375000 Penalty: 3194.470703
	Iteration 39Q: 3 clusters Score -1644083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1644083.625000 Penalty: 3194.470703
	Iteration 40F: 3 clusters Score -1644084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1644081.875000 Penalty: 3194.470703
	Iteration 41Q: 3 clusters Score -1644082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1644081.875000 Penalty: 3194.470703
	Iteration 42Q: 3 clusters Score -1644082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1644082.750000 Penalty: 3194.470703
	Iteration 43Q: 3 clusters Score -1644083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1644086.625000 Penalty: 3194.470703
	Iteration 44Q: 3 clusters Score -1644087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1644087.625000 Penalty: 3194.470703
	Iteration 45Q: 3 clusters Score -1644088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1644088.750000 Penalty: 3194.470703
	Iteration 46Q: 3 clusters Score -1644089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1644089.375000 Penalty: 3194.470703
	Iteration 47Q: 3 clusters Score -1644089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1644089.000000 Penalty: 3194.470703
	Iteration 48Q: 3 clusters Score -1644089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1644090.750000 Penalty: 3194.470703
	Iteration 49Q: 3 clusters Score -1644091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1644090.750000 Penalty: 3194.470703
	Iteration 50F: 3 clusters Score -1644091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (30013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Entering Unmasked Estep 
Score: -2612944.750000 Penalty: 1675.275269
	Iteration 0F: 2 clusters Score -2612945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2592900.000000 Penalty: 3350.550537
	Iteration 0F: 3 clusters Score -2592900 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2600458.500000 Penalty: 3350.550537
	Iteration 1F: 3 clusters Score -2600458 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2600926.750000 Penalty: 3350.550537
	Iteration 2Q: 3 clusters Score -2600927 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2601508.500000 Penalty: 3350.550537
	Iteration 3Q: 3 clusters Score -2601508 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2602143.750000 Penalty: 3350.550537
	Iteration 4Q: 3 clusters Score -2602144 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -2603062.000000 Penalty: 3350.550537
	Iteration 5F: 3 clusters Score -2603062 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -2604331.750000 Penalty: 3350.550537
	Iteration 6F: 3 clusters Score -2604332 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2605831.000000 Penalty: 3350.550537
	Iteration 7F: 3 clusters Score -2605831 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2607339.000000 Penalty: 3350.550537
	Iteration 8F: 3 clusters Score -2607339 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2608640.500000 Penalty: 3350.550537
	Iteration 9F: 3 clusters Score -2608640 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2609699.250000 Penalty: 3350.550537
	Iteration 10Q: 3 clusters Score -2609699 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2610431.750000 Penalty: 3350.550537
	Iteration 11Q: 3 clusters Score -2610432 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -2610940.250000 Penalty: 3350.550537
	Iteration 12Q: 3 clusters Score -2610940 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26760 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -2611321.000000 Penalty: 3350.550537
	Iteration 13Q: 3 clusters Score -2611321 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2611638.250000 Penalty: 3350.550537
	Iteration 14Q: 3 clusters Score -2611638 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -2611951.750000 Penalty: 3350.550537
	Iteration 15Q: 3 clusters Score -2611952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2612260.250000 Penalty: 3350.550537
	Iteration 16Q: 3 clusters Score -2612260 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2612499.000000 Penalty: 3350.550537
	Iteration 17Q: 3 clusters Score -2612499 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2612671.000000 Penalty: 3350.550537
	Iteration 18Q: 3 clusters Score -2612671 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2612781.500000 Penalty: 3350.550537
	Iteration 19Q: 3 clusters Score -2612782 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -2612846.000000 Penalty: 3350.550537
	Iteration 20F: 3 clusters Score -2612846 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2612893.500000 Penalty: 3350.550537
	Iteration 21Q: 3 clusters Score -2612894 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2612918.000000 Penalty: 3350.550537
	Iteration 22Q: 3 clusters Score -2612918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2612944.250000 Penalty: 3350.550537
	Iteration 23Q: 3 clusters Score -2612944 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26572 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2612953.000000 Penalty: 3350.550537
	Iteration 24Q: 3 clusters Score -2612953 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2612951.000000 Penalty: 3350.550537
	Iteration 25Q: 3 clusters Score -2612951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26527 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2612951.000000 Penalty: 3350.550537
	Iteration 26Q: 3 clusters Score -2612951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2612959.250000 Penalty: 3350.550537
	Iteration 27Q: 3 clusters Score -2612959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26485 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2612960.250000 Penalty: 3350.550537
	Iteration 28Q: 3 clusters Score -2612960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2612956.500000 Penalty: 3350.550537
	Iteration 29Q: 3 clusters Score -2612956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2612959.750000 Penalty: 3350.550537
	Iteration 30Q: 3 clusters Score -2612960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2612963.500000 Penalty: 3350.550537
	Iteration 31Q: 3 clusters Score -2612964 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2612963.250000 Penalty: 3350.550537
	Iteration 32Q: 3 clusters Score -2612963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2612962.500000 Penalty: 3350.550537
	Iteration 33Q: 3 clusters Score -2612962 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2612961.250000 Penalty: 3350.550537
	Iteration 34Q: 3 clusters Score -2612961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2612971.500000 Penalty: 3350.550537
	Iteration 35Q: 3 clusters Score -2612972 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26357 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2612970.750000 Penalty: 3350.550537
	Iteration 36Q: 3 clusters Score -2612971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2612977.250000 Penalty: 3350.550537
	Iteration 37Q: 3 clusters Score -2612977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -2612978.000000 Penalty: 3350.550537
	Iteration 38Q: 3 clusters Score -2612978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -2612978.750000 Penalty: 3350.550537
	Iteration 39Q: 3 clusters Score -2612979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2612984.750000 Penalty: 3350.550537
	Iteration 40F: 3 clusters Score -2612985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -2612983.500000 Penalty: 3350.550537
	Iteration 41Q: 3 clusters Score -2612984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -2612988.500000 Penalty: 3350.550537
	Iteration 42Q: 3 clusters Score -2612988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26258 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2612988.750000 Penalty: 3350.550537
	Iteration 43Q: 3 clusters Score -2612989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2612988.750000 Penalty: 3350.550537
	Iteration 44Q: 3 clusters Score -2612989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2612987.250000 Penalty: 3350.550537
	Iteration 45Q: 3 clusters Score -2612987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26241 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -2612986.500000 Penalty: 3350.550537
	Iteration 46Q: 3 clusters Score -2612986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2612980.750000 Penalty: 3350.550537
	Iteration 47Q: 3 clusters Score -2612981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2612985.250000 Penalty: 3350.550537
	Iteration 48Q: 3 clusters Score -2612985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -2612980.500000 Penalty: 3350.550537
	Iteration 49Q: 3 clusters Score -2612980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2612989.750000 Penalty: 3350.550537
	Iteration 50Q: 3 clusters Score -2612990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -2612991.750000 Penalty: 3350.550537
	Iteration 51Q: 3 clusters Score -2612992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2612994.750000 Penalty: 3350.550537
	Iteration 52Q: 3 clusters Score -2612995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2612995.000000 Penalty: 3350.550537
	Iteration 53Q: 3 clusters Score -2612995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -2612995.000000 Penalty: 3350.550537
	Iteration 54F: 3 clusters Score -2612995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 4 contains 26203 members 
Mstep: Class 5 contains 7107 members 
Mstep: Class 7 contains 34280 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Entering Unmasked Estep 
Score: -40818064.000000 Penalty: 38298.804688
Splitting cluster 4 changes total score from -40818544.000000 to -40818064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (7107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Entering Unmasked Estep 
Score: -549257.687500 Penalty: 1441.185791
	Iteration 0F: 2 clusters Score -549257.7 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 3582 members 
Entering Unmasked Estep 
Score: -544092.687500 Penalty: 2882.371582
	Iteration 0F: 3 clusters Score -544092.7 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -547405.625000 Penalty: 2882.371582
	Iteration 1F: 3 clusters Score -547405.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -549984.000000 Penalty: 2882.371582
	Iteration 2F: 3 clusters Score -549984 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -551447.875000 Penalty: 2882.371582
	Iteration 3F: 3 clusters Score -551447.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -551832.625000 Penalty: 2882.371582
	Iteration 4F: 3 clusters Score -551832.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -551933.250000 Penalty: 2882.371582
	Iteration 5Q: 3 clusters Score -551933.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -551965.062500 Penalty: 2882.371582
	Iteration 6Q: 3 clusters Score -551965.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -551976.500000 Penalty: 2882.371582
	Iteration 7Q: 3 clusters Score -551976.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -551981.375000 Penalty: 2882.371582
	Iteration 8Q: 3 clusters Score -551981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -551984.812500 Penalty: 2882.371582
	Iteration 9Q: 3 clusters Score -551984.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -551987.187500 Penalty: 2882.371582
	Iteration 10Q: 3 clusters Score -551987.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -551990.375000 Penalty: 2882.371582
	Iteration 11Q: 3 clusters Score -551990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -551992.437500 Penalty: 2882.371582
	Iteration 12Q: 3 clusters Score -551992.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -551993.437500 Penalty: 2882.371582
	Iteration 13Q: 3 clusters Score -551993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -551993.875000 Penalty: 2882.371582
	Iteration 14Q: 3 clusters Score -551993.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -551994.937500 Penalty: 2882.371582
	Iteration 15Q: 3 clusters Score -551994.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -551998.062500 Penalty: 2882.371582
	Iteration 16Q: 3 clusters Score -551998.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -551999.812500 Penalty: 2882.371582
	Iteration 17Q: 3 clusters Score -551999.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -552001.937500 Penalty: 2882.371582
	Iteration 18Q: 3 clusters Score -552001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -552003.625000 Penalty: 2882.371582
	Iteration 19Q: 3 clusters Score -552003.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -552003.375000 Penalty: 2882.371582
	Iteration 20F: 3 clusters Score -552003.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -552004.187500 Penalty: 2882.371582
	Iteration 21Q: 3 clusters Score -552004.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -552003.562500 Penalty: 2882.371582
	Iteration 22Q: 3 clusters Score -552003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -552003.562500 Penalty: 2882.371582
	Iteration 23F: 3 clusters Score -552003.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 7 contains 34280 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Entering Unmasked Estep 
Score: -40820516.000000 Penalty: 38298.804688
Splitting cluster 5 changes total score from -40818544.000000 to -40820516.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (34280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Entering Unmasked Estep 
Score: -3021896.250000 Penalty: 1696.876465
	Iteration 0F: 2 clusters Score -3021896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2999011.250000 Penalty: 3393.752930
	Iteration 0F: 3 clusters Score -2999011 nChanged 15901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3010765.000000 Penalty: 3393.752930
	Iteration 1F: 3 clusters Score -3010765 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3014650.750000 Penalty: 3393.752930
	Iteration 2F: 3 clusters Score -3014651 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -3018716.000000 Penalty: 3393.752930
	Iteration 3F: 3 clusters Score -3018716 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -3022149.000000 Penalty: 3393.752930
	Iteration 4F: 3 clusters Score -3022149 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -3024286.250000 Penalty: 3393.752930
	Iteration 5F: 3 clusters Score -3024286 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27074 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -3025347.250000 Penalty: 3393.752930
	Iteration 6Q: 3 clusters Score -3025347 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -3025914.250000 Penalty: 3393.752930
	Iteration 7Q: 3 clusters Score -3025914 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -3026260.000000 Penalty: 3393.752930
	Iteration 8Q: 3 clusters Score -3026260 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -3026482.000000 Penalty: 3393.752930
	Iteration 9Q: 3 clusters Score -3026482 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -3026631.500000 Penalty: 3393.752930
	Iteration 10Q: 3 clusters Score -3026632 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -3026745.000000 Penalty: 3393.752930
	Iteration 11Q: 3 clusters Score -3026745 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -3026801.750000 Penalty: 3393.752930
	Iteration 12Q: 3 clusters Score -3026802 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3026831.000000 Penalty: 3393.752930
	Iteration 13Q: 3 clusters Score -3026831 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -3026856.500000 Penalty: 3393.752930
	Iteration 14Q: 3 clusters Score -3026856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -3026879.750000 Penalty: 3393.752930
	Iteration 15Q: 3 clusters Score -3026880 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -3026888.250000 Penalty: 3393.752930
	Iteration 16Q: 3 clusters Score -3026888 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3026895.500000 Penalty: 3393.752930
	Iteration 17Q: 3 clusters Score -3026896 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3026906.500000 Penalty: 3393.752930
	Iteration 18Q: 3 clusters Score -3026906 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -3026916.000000 Penalty: 3393.752930
	Iteration 19Q: 3 clusters Score -3026916 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3026920.500000 Penalty: 3393.752930
	Iteration 20F: 3 clusters Score -3026920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3026924.750000 Penalty: 3393.752930
	Iteration 21Q: 3 clusters Score -3026925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3026931.000000 Penalty: 3393.752930
	Iteration 22Q: 3 clusters Score -3026931 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -3026930.500000 Penalty: 3393.752930
	Iteration 23Q: 3 clusters Score -3026930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -3026928.000000 Penalty: 3393.752930
	Iteration 24Q: 3 clusters Score -3026928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3026927.250000 Penalty: 3393.752930
	Iteration 25Q: 3 clusters Score -3026927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3026927.500000 Penalty: 3393.752930
	Iteration 26Q: 3 clusters Score -3026928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -3026924.500000 Penalty: 3393.752930
	Iteration 27Q: 3 clusters Score -3026924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3026930.750000 Penalty: 3393.752930
	Iteration 28Q: 3 clusters Score -3026931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3026929.250000 Penalty: 3393.752930
	Iteration 29Q: 3 clusters Score -3026929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -3026934.750000 Penalty: 3393.752930
	Iteration 30Q: 3 clusters Score -3026935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -3026933.250000 Penalty: 3393.752930
	Iteration 31Q: 3 clusters Score -3026933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31104 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -3026934.000000 Penalty: 3393.752930
	Iteration 32Q: 3 clusters Score -3026934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -3026931.500000 Penalty: 3393.752930
	Iteration 33Q: 3 clusters Score -3026932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3026929.750000 Penalty: 3393.752930
	Iteration 34Q: 3 clusters Score -3026930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -3026931.000000 Penalty: 3393.752930
	Iteration 35Q: 3 clusters Score -3026931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31119 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -3026929.250000 Penalty: 3393.752930
	Iteration 36Q: 3 clusters Score -3026929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -3026927.750000 Penalty: 3393.752930
	Iteration 37Q: 3 clusters Score -3026928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3026931.000000 Penalty: 3393.752930
	Iteration 38Q: 3 clusters Score -3026931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -3026931.000000 Penalty: 3393.752930
	Iteration 39F: 3 clusters Score -3026931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 6766 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Entering Unmasked Estep 
Score: -40825028.000000 Penalty: 40426.515625
Splitting cluster 7 changes total score from -40818544.000000 to -40825028.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 8 (6766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Entering Unmasked Estep 
Score: -538945.000000 Penalty: 1433.195557
	Iteration 0F: 2 clusters Score -538945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -533966.000000 Penalty: 2866.391113
	Iteration 0F: 3 clusters Score -533966 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -536442.750000 Penalty: 2866.391113
	Iteration 1F: 3 clusters Score -536442.8 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -537842.437500 Penalty: 2866.391113
	Iteration 2F: 3 clusters Score -537842.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -539260.312500 Penalty: 2866.391113
	Iteration 3F: 3 clusters Score -539260.3 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -540204.000000 Penalty: 2866.391113
	Iteration 4F: 3 clusters Score -540204 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -540745.562500 Penalty: 2866.391113
	Iteration 5F: 3 clusters Score -540745.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -541001.250000 Penalty: 2866.391113
	Iteration 6Q: 3 clusters Score -541001.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -541123.750000 Penalty: 2866.391113
	Iteration 7Q: 3 clusters Score -541123.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -541245.125000 Penalty: 2866.391113
	Iteration 8Q: 3 clusters Score -541245.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -541346.625000 Penalty: 2866.391113
	Iteration 9Q: 3 clusters Score -541346.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -541402.062500 Penalty: 2866.391113
	Iteration 10Q: 3 clusters Score -541402.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -541434.375000 Penalty: 2866.391113
	Iteration 11Q: 3 clusters Score -541434.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -541465.000000 Penalty: 2866.391113
	Iteration 12Q: 3 clusters Score -541465 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -541507.937500 Penalty: 2866.391113
	Iteration 13Q: 3 clusters Score -541507.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -541572.812500 Penalty: 2866.391113
	Iteration 14Q: 3 clusters Score -541572.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -541791.250000 Penalty: 2866.391113
	Iteration 15Q: 3 clusters Score -541791.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -542378.000000 Penalty: 2866.391113
	Iteration 16Q: 3 clusters Score -542378 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -542888.562500 Penalty: 2866.391113
	Iteration 17Q: 3 clusters Score -542888.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -542959.937500 Penalty: 2866.391113
	Iteration 18Q: 3 clusters Score -542959.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -542985.000000 Penalty: 2866.391113
	Iteration 19Q: 3 clusters Score -542985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -543001.437500 Penalty: 2866.391113
	Iteration 20F: 3 clusters Score -543001.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -543018.250000 Penalty: 2866.391113
	Iteration 21Q: 3 clusters Score -543018.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -543025.875000 Penalty: 2866.391113
	Iteration 22Q: 3 clusters Score -543025.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -543031.500000 Penalty: 2866.391113
	Iteration 23Q: 3 clusters Score -543031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -543032.625000 Penalty: 2866.391113
	Iteration 24Q: 3 clusters Score -543032.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -543035.312500 Penalty: 2866.391113
	Iteration 25Q: 3 clusters Score -543035.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -543035.500000 Penalty: 2866.391113
	Iteration 26Q: 3 clusters Score -543035.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -543036.750000 Penalty: 2866.391113
	Iteration 27Q: 3 clusters Score -543036.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -543038.187500 Penalty: 2866.391113
	Iteration 28Q: 3 clusters Score -543038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -543038.437500 Penalty: 2866.391113
	Iteration 29Q: 3 clusters Score -543038.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -543038.812500 Penalty: 2866.391113
	Iteration 30Q: 3 clusters Score -543038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -543038.812500 Penalty: 2866.391113
	Iteration 31F: 3 clusters Score -543038.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 18613 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Entering Unmasked Estep 
Score: -40828428.000000 Penalty: 42554.226562
Splitting cluster 8 changes total score from -40818544.000000 to -40828428.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 9 (18613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Entering Unmasked Estep 
Score: -1609252.125000 Penalty: 1597.637451
	Iteration 0F: 2 clusters Score -1609252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1596694.500000 Penalty: 3195.274902
	Iteration 0F: 3 clusters Score -1596694 nChanged 8294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -1601429.625000 Penalty: 3195.274902
	Iteration 1F: 3 clusters Score -1601430 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1602473.625000 Penalty: 3195.274902
	Iteration 2F: 3 clusters Score -1602474 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1604208.000000 Penalty: 3195.274902
	Iteration 3F: 3 clusters Score -1604208 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1606222.625000 Penalty: 3195.274902
	Iteration 4F: 3 clusters Score -1606223 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1607857.625000 Penalty: 3195.274902
	Iteration 5F: 3 clusters Score -1607858 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1608764.125000 Penalty: 3195.274902
	Iteration 6F: 3 clusters Score -1608764 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -1609192.125000 Penalty: 3195.274902
	Iteration 7Q: 3 clusters Score -1609192 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1609422.625000 Penalty: 3195.274902
	Iteration 8Q: 3 clusters Score -1609423 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1609567.625000 Penalty: 3195.274902
	Iteration 9Q: 3 clusters Score -1609568 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1609674.250000 Penalty: 3195.274902
	Iteration 10Q: 3 clusters Score -1609674 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1609763.625000 Penalty: 3195.274902
	Iteration 11Q: 3 clusters Score -1609764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1609817.750000 Penalty: 3195.274902
	Iteration 12Q: 3 clusters Score -1609818 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1609854.000000 Penalty: 3195.274902
	Iteration 13Q: 3 clusters Score -1609854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1609880.750000 Penalty: 3195.274902
	Iteration 14Q: 3 clusters Score -1609881 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1609909.250000 Penalty: 3195.274902
	Iteration 15Q: 3 clusters Score -1609909 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1609921.375000 Penalty: 3195.274902
	Iteration 16Q: 3 clusters Score -1609921 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1609936.875000 Penalty: 3195.274902
	Iteration 17Q: 3 clusters Score -1609937 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14375 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1609943.750000 Penalty: 3195.274902
	Iteration 18Q: 3 clusters Score -1609944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1609943.375000 Penalty: 3195.274902
	Iteration 19Q: 3 clusters Score -1609943 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1609946.750000 Penalty: 3195.274902
	Iteration 20F: 3 clusters Score -1609947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1609949.875000 Penalty: 3195.274902
	Iteration 21Q: 3 clusters Score -1609950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1609948.125000 Penalty: 3195.274902
	Iteration 22Q: 3 clusters Score -1609948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1609954.375000 Penalty: 3195.274902
	Iteration 23Q: 3 clusters Score -1609954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1609952.875000 Penalty: 3195.274902
	Iteration 24Q: 3 clusters Score -1609953 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1609957.375000 Penalty: 3195.274902
	Iteration 25Q: 3 clusters Score -1609957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1609954.875000 Penalty: 3195.274902
	Iteration 26Q: 3 clusters Score -1609955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1609954.875000 Penalty: 3195.274902
	Iteration 27F: 3 clusters Score -1609955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 13236 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Entering Unmasked Estep 
Score: -40828584.000000 Penalty: 44681.937500
Splitting cluster 9 changes total score from -40818544.000000 to -40828584.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (13236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Entering Unmasked Estep 
Score: -994050.312500 Penalty: 1542.238037
	Iteration 0F: 2 clusters Score -994050.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -984963.937500 Penalty: 3084.476074
	Iteration 0F: 3 clusters Score -984963.9 nChanged 5894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -989318.625000 Penalty: 3084.476074
	Iteration 1F: 3 clusters Score -989318.6 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -990868.625000 Penalty: 3084.476074
	Iteration 2F: 3 clusters Score -990868.6 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -992245.187500 Penalty: 3084.476074
	Iteration 3F: 3 clusters Score -992245.2 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -993147.562500 Penalty: 3084.476074
	Iteration 4F: 3 clusters Score -993147.6 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -993703.625000 Penalty: 3084.476074
	Iteration 5F: 3 clusters Score -993703.6 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -994077.875000 Penalty: 3084.476074
	Iteration 6Q: 3 clusters Score -994077.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -994307.625000 Penalty: 3084.476074
	Iteration 7Q: 3 clusters Score -994307.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -994440.312500 Penalty: 3084.476074
	Iteration 8Q: 3 clusters Score -994440.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -994548.125000 Penalty: 3084.476074
	Iteration 9Q: 3 clusters Score -994548.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -994620.250000 Penalty: 3084.476074
	Iteration 10Q: 3 clusters Score -994620.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -994697.875000 Penalty: 3084.476074
	Iteration 11Q: 3 clusters Score -994697.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -994788.687500 Penalty: 3084.476074
	Iteration 12Q: 3 clusters Score -994788.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -994866.000000 Penalty: 3084.476074
	Iteration 13Q: 3 clusters Score -994866 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -994939.125000 Penalty: 3084.476074
	Iteration 14Q: 3 clusters Score -994939.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -995017.937500 Penalty: 3084.476074
	Iteration 15Q: 3 clusters Score -995017.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -995086.500000 Penalty: 3084.476074
	Iteration 16Q: 3 clusters Score -995086.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -995147.500000 Penalty: 3084.476074
	Iteration 17Q: 3 clusters Score -995147.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -995190.062500 Penalty: 3084.476074
	Iteration 18Q: 3 clusters Score -995190.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -995221.125000 Penalty: 3084.476074
	Iteration 19Q: 3 clusters Score -995221.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -995273.750000 Penalty: 3084.476074
	Iteration 20F: 3 clusters Score -995273.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -995299.437500 Penalty: 3084.476074
	Iteration 21Q: 3 clusters Score -995299.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -995323.312500 Penalty: 3084.476074
	Iteration 22Q: 3 clusters Score -995323.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -995339.125000 Penalty: 3084.476074
	Iteration 23Q: 3 clusters Score -995339.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -995360.562500 Penalty: 3084.476074
	Iteration 24Q: 3 clusters Score -995360.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -995388.125000 Penalty: 3084.476074
	Iteration 25Q: 3 clusters Score -995388.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -995405.875000 Penalty: 3084.476074
	Iteration 26Q: 3 clusters Score -995405.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -995418.687500 Penalty: 3084.476074
	Iteration 27Q: 3 clusters Score -995418.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -995431.375000 Penalty: 3084.476074
	Iteration 28Q: 3 clusters Score -995431.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -995437.562500 Penalty: 3084.476074
	Iteration 29Q: 3 clusters Score -995437.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -995448.875000 Penalty: 3084.476074
	Iteration 30Q: 3 clusters Score -995448.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -995453.750000 Penalty: 3084.476074
	Iteration 31Q: 3 clusters Score -995453.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 10275 members 
Entering Unmasked Estep 
Score: -995458.687500 Penalty: 3084.476074
	Iteration 32Q: 3 clusters Score -995458.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -995462.437500 Penalty: 3084.476074
	Iteration 33Q: 3 clusters Score -995462.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -995466.000000 Penalty: 3084.476074
	Iteration 34Q: 3 clusters Score -995466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -995475.875000 Penalty: 3084.476074
	Iteration 35Q: 3 clusters Score -995475.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -995489.187500 Penalty: 3084.476074
	Iteration 36Q: 3 clusters Score -995489.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -995501.125000 Penalty: 3084.476074
	Iteration 37Q: 3 clusters Score -995501.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -995515.500000 Penalty: 3084.476074
	Iteration 38Q: 3 clusters Score -995515.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -995527.187500 Penalty: 3084.476074
	Iteration 39Q: 3 clusters Score -995527.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -995543.437500 Penalty: 3084.476074
	Iteration 40F: 3 clusters Score -995543.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -995561.250000 Penalty: 3084.476074
	Iteration 41Q: 3 clusters Score -995561.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -995576.437500 Penalty: 3084.476074
	Iteration 42Q: 3 clusters Score -995576.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -995590.250000 Penalty: 3084.476074
	Iteration 43Q: 3 clusters Score -995590.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -995602.000000 Penalty: 3084.476074
	Iteration 44Q: 3 clusters Score -995602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -995612.937500 Penalty: 3084.476074
	Iteration 45Q: 3 clusters Score -995612.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -995620.312500 Penalty: 3084.476074
	Iteration 46Q: 3 clusters Score -995620.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -995631.625000 Penalty: 3084.476074
	Iteration 47Q: 3 clusters Score -995631.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -995640.562500 Penalty: 3084.476074
	Iteration 48Q: 3 clusters Score -995640.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -995648.187500 Penalty: 3084.476074
	Iteration 49Q: 3 clusters Score -995648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -995651.437500 Penalty: 3084.476074
	Iteration 50Q: 3 clusters Score -995651.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -995655.250000 Penalty: 3084.476074
	Iteration 51Q: 3 clusters Score -995655.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -995655.500000 Penalty: 3084.476074
	Iteration 52Q: 3 clusters Score -995655.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -995660.562500 Penalty: 3084.476074
	Iteration 53Q: 3 clusters Score -995660.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -995661.000000 Penalty: 3084.476074
	Iteration 54Q: 3 clusters Score -995661 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -995664.375000 Penalty: 3084.476074
	Iteration 55Q: 3 clusters Score -995664.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -995664.687500 Penalty: 3084.476074
	Iteration 56Q: 3 clusters Score -995664.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -995664.750000 Penalty: 3084.476074
	Iteration 57Q: 3 clusters Score -995664.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -995667.875000 Penalty: 3084.476074
	Iteration 58Q: 3 clusters Score -995667.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -995667.875000 Penalty: 3084.476074
	Iteration 59Q: 3 clusters Score -995667.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -995667.375000 Penalty: 3084.476074
	Iteration 60F: 3 clusters Score -995667.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -995668.500000 Penalty: 3084.476074
	Iteration 61Q: 3 clusters Score -995668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -995668.500000 Penalty: 3084.476074
	Iteration 62F: 3 clusters Score -995668.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 9396 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Entering Unmasked Estep 
Score: -40829604.000000 Penalty: 46809.648438
Splitting cluster 10 changes total score from -40818544.000000 to -40829604.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (9396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Entering Unmasked Estep 
Score: -812781.562500 Penalty: 1486.556274
	Iteration 0F: 2 clusters Score -812781.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -806097.250000 Penalty: 2973.112549
	Iteration 0F: 3 clusters Score -806097.2 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -808586.375000 Penalty: 2973.112549
	Iteration 1F: 3 clusters Score -808586.4 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -809401.687500 Penalty: 2973.112549
	Iteration 2F: 3 clusters Score -809401.7 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -810170.187500 Penalty: 2973.112549
	Iteration 3F: 3 clusters Score -810170.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -810565.812500 Penalty: 2973.112549
	Iteration 4F: 3 clusters Score -810565.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -810802.250000 Penalty: 2973.112549
	Iteration 5F: 3 clusters Score -810802.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -810979.750000 Penalty: 2973.112549
	Iteration 6Q: 3 clusters Score -810979.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -811161.250000 Penalty: 2973.112549
	Iteration 7Q: 3 clusters Score -811161.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -811420.312500 Penalty: 2973.112549
	Iteration 8Q: 3 clusters Score -811420.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -811822.437500 Penalty: 2973.112549
	Iteration 9Q: 3 clusters Score -811822.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -812360.187500 Penalty: 2973.112549
	Iteration 10Q: 3 clusters Score -812360.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -812719.062500 Penalty: 2973.112549
	Iteration 11Q: 3 clusters Score -812719.1 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -812964.375000 Penalty: 2973.112549
	Iteration 12Q: 3 clusters Score -812964.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -813227.562500 Penalty: 2973.112549
	Iteration 13Q: 3 clusters Score -813227.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -813475.500000 Penalty: 2973.112549
	Iteration 14Q: 3 clusters Score -813475.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -813697.687500 Penalty: 2973.112549
	Iteration 15Q: 3 clusters Score -813697.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -813917.187500 Penalty: 2973.112549
	Iteration 16Q: 3 clusters Score -813917.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -814118.062500 Penalty: 2973.112549
	Iteration 17Q: 3 clusters Score -814118.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -814240.125000 Penalty: 2973.112549
	Iteration 18Q: 3 clusters Score -814240.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -814310.375000 Penalty: 2973.112549
	Iteration 19Q: 3 clusters Score -814310.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -814342.187500 Penalty: 2973.112549
	Iteration 20F: 3 clusters Score -814342.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -814357.687500 Penalty: 2973.112549
	Iteration 21Q: 3 clusters Score -814357.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -814367.500000 Penalty: 2973.112549
	Iteration 22Q: 3 clusters Score -814367.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -814369.750000 Penalty: 2973.112549
	Iteration 23Q: 3 clusters Score -814369.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -814371.562500 Penalty: 2973.112549
	Iteration 24Q: 3 clusters Score -814371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -814374.250000 Penalty: 2973.112549
	Iteration 25Q: 3 clusters Score -814374.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -814373.625000 Penalty: 2973.112549
	Iteration 26Q: 3 clusters Score -814373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -814374.750000 Penalty: 2973.112549
	Iteration 27Q: 3 clusters Score -814374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -814373.812500 Penalty: 2973.112549
	Iteration 28Q: 3 clusters Score -814373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -814373.812500 Penalty: 2973.112549
	Iteration 29F: 3 clusters Score -814373.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 2244 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Entering Unmasked Estep 
Score: -40830516.000000 Penalty: 48937.359375
Splitting cluster 11 changes total score from -40818544.000000 to -40830516.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 12 (2244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Entering Unmasked Estep 
Score: -173265.953125 Penalty: 1253.852539
	Iteration 0F: 2 clusters Score -173266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -171124.796875 Penalty: 2507.705078
	Iteration 0F: 3 clusters Score -171124.8 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -171873.187500 Penalty: 2507.705078
	Iteration 1F: 3 clusters Score -171873.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -172220.093750 Penalty: 2507.705078
	Iteration 2F: 3 clusters Score -172220.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -172577.109375 Penalty: 2507.705078
	Iteration 3F: 3 clusters Score -172577.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -172876.765625 Penalty: 2507.705078
	Iteration 4F: 3 clusters Score -172876.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -173131.187500 Penalty: 2507.705078
	Iteration 5F: 3 clusters Score -173131.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -173409.765625 Penalty: 2507.705078
	Iteration 6F: 3 clusters Score -173409.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -173887.109375 Penalty: 2507.705078
	Iteration 7F: 3 clusters Score -173887.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -174189.515625 Penalty: 2507.705078
	Iteration 8F: 3 clusters Score -174189.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -174251.718750 Penalty: 2507.705078
	Iteration 9Q: 3 clusters Score -174251.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -174268.718750 Penalty: 2507.705078
	Iteration 10Q: 3 clusters Score -174268.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -174274.359375 Penalty: 2507.705078
	Iteration 11Q: 3 clusters Score -174274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -174277.375000 Penalty: 2507.705078
	Iteration 12Q: 3 clusters Score -174277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -174280.218750 Penalty: 2507.705078
	Iteration 13Q: 3 clusters Score -174280.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174281.468750 Penalty: 2507.705078
	Iteration 14Q: 3 clusters Score -174281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -174281.468750 Penalty: 2507.705078
	Iteration 15F: 3 clusters Score -174281.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 21539 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Entering Unmasked Estep 
Score: -40830676.000000 Penalty: 51065.070312
Splitting cluster 12 changes total score from -40818544.000000 to -40830676.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 13 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -1867867.250000 Penalty: 1621.363281
	Iteration 0F: 2 clusters Score -1867867 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1853160.750000 Penalty: 3242.726562
	Iteration 0F: 3 clusters Score -1853161 nChanged 9782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1858523.000000 Penalty: 3242.726562
	Iteration 1F: 3 clusters Score -1858523 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1859015.000000 Penalty: 3242.726562
	Iteration 2F: 3 clusters Score -1859015 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1859714.625000 Penalty: 3242.726562
	Iteration 3F: 3 clusters Score -1859715 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1860750.250000 Penalty: 3242.726562
	Iteration 4F: 3 clusters Score -1860750 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1862175.625000 Penalty: 3242.726562
	Iteration 5F: 3 clusters Score -1862176 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1863829.875000 Penalty: 3242.726562
	Iteration 6F: 3 clusters Score -1863830 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1865569.250000 Penalty: 3242.726562
	Iteration 7F: 3 clusters Score -1865569 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1867206.625000 Penalty: 3242.726562
	Iteration 8F: 3 clusters Score -1867207 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1868536.000000 Penalty: 3242.726562
	Iteration 9F: 3 clusters Score -1868536 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1869346.250000 Penalty: 3242.726562
	Iteration 10Q: 3 clusters Score -1869346 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1869781.125000 Penalty: 3242.726562
	Iteration 11Q: 3 clusters Score -1869781 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1870035.125000 Penalty: 3242.726562
	Iteration 12Q: 3 clusters Score -1870035 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -1870185.125000 Penalty: 3242.726562
	Iteration 13Q: 3 clusters Score -1870185 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -1870251.250000 Penalty: 3242.726562
	Iteration 14Q: 3 clusters Score -1870251 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1870296.500000 Penalty: 3242.726562
	Iteration 15Q: 3 clusters Score -1870296 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1870317.875000 Penalty: 3242.726562
	Iteration 16Q: 3 clusters Score -1870318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1870333.250000 Penalty: 3242.726562
	Iteration 17Q: 3 clusters Score -1870333 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1870343.625000 Penalty: 3242.726562
	Iteration 18Q: 3 clusters Score -1870344 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1870357.625000 Penalty: 3242.726562
	Iteration 19Q: 3 clusters Score -1870358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1870356.500000 Penalty: 3242.726562
	Iteration 20F: 3 clusters Score -1870356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -1870356.375000 Penalty: 3242.726562
	Iteration 21Q: 3 clusters Score -1870356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1870356.375000 Penalty: 3242.726562
	Iteration 22Q: 3 clusters Score -1870356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1870360.375000 Penalty: 3242.726562
	Iteration 23Q: 3 clusters Score -1870360 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -1870358.125000 Penalty: 3242.726562
	Iteration 24Q: 3 clusters Score -1870358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1870358.250000 Penalty: 3242.726562
	Iteration 25Q: 3 clusters Score -1870358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1870361.500000 Penalty: 3242.726562
	Iteration 26Q: 3 clusters Score -1870362 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1870357.625000 Penalty: 3242.726562
	Iteration 27Q: 3 clusters Score -1870358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1870356.375000 Penalty: 3242.726562
	Iteration 28Q: 3 clusters Score -1870356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1870360.500000 Penalty: 3242.726562
	Iteration 29Q: 3 clusters Score -1870360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1870359.875000 Penalty: 3242.726562
	Iteration 30Q: 3 clusters Score -1870360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1870359.000000 Penalty: 3242.726562
	Iteration 31Q: 3 clusters Score -1870359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1870359.000000 Penalty: 3242.726562
	Iteration 32F: 3 clusters Score -1870359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Entering Unmasked Estep 
Score: -40832636.000000 Penalty: 53192.781250
Splitting cluster 13 changes total score from -40818544.000000 to -40832636.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (26477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Entering Unmasked Estep 
Score: -2286002.500000 Penalty: 1654.905151
	Iteration 0F: 2 clusters Score -2286002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2268223.500000 Penalty: 3309.810303
	Iteration 0F: 3 clusters Score -2268224 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2275188.750000 Penalty: 3309.810303
	Iteration 1F: 3 clusters Score -2275189 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2276327.000000 Penalty: 3309.810303
	Iteration 2F: 3 clusters Score -2276327 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2277859.750000 Penalty: 3309.810303
	Iteration 3F: 3 clusters Score -2277860 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2279660.000000 Penalty: 3309.810303
	Iteration 4F: 3 clusters Score -2279660 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2281360.250000 Penalty: 3309.810303
	Iteration 5F: 3 clusters Score -2281360 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -2282753.500000 Penalty: 3309.810303
	Iteration 6F: 3 clusters Score -2282754 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2283776.750000 Penalty: 3309.810303
	Iteration 7F: 3 clusters Score -2283777 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2284555.750000 Penalty: 3309.810303
	Iteration 8Q: 3 clusters Score -2284556 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -2285087.750000 Penalty: 3309.810303
	Iteration 9Q: 3 clusters Score -2285088 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -2285458.750000 Penalty: 3309.810303
	Iteration 10Q: 3 clusters Score -2285459 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2285726.750000 Penalty: 3309.810303
	Iteration 11Q: 3 clusters Score -2285727 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2285876.750000 Penalty: 3309.810303
	Iteration 12Q: 3 clusters Score -2285877 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2285968.000000 Penalty: 3309.810303
	Iteration 13Q: 3 clusters Score -2285968 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2286038.250000 Penalty: 3309.810303
	Iteration 14Q: 3 clusters Score -2286038 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2286083.750000 Penalty: 3309.810303
	Iteration 15Q: 3 clusters Score -2286084 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2286124.500000 Penalty: 3309.810303
	Iteration 16Q: 3 clusters Score -2286124 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -2286151.500000 Penalty: 3309.810303
	Iteration 17Q: 3 clusters Score -2286152 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2286174.250000 Penalty: 3309.810303
	Iteration 18Q: 3 clusters Score -2286174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2286196.750000 Penalty: 3309.810303
	Iteration 19Q: 3 clusters Score -2286197 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2286224.250000 Penalty: 3309.810303
	Iteration 20F: 3 clusters Score -2286224 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2286242.750000 Penalty: 3309.810303
	Iteration 21Q: 3 clusters Score -2286243 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2286248.750000 Penalty: 3309.810303
	Iteration 22Q: 3 clusters Score -2286249 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -2286259.750000 Penalty: 3309.810303
	Iteration 23Q: 3 clusters Score -2286260 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -2286269.750000 Penalty: 3309.810303
	Iteration 24Q: 3 clusters Score -2286270 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2286286.000000 Penalty: 3309.810303
	Iteration 25Q: 3 clusters Score -2286286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2286288.250000 Penalty: 3309.810303
	Iteration 26Q: 3 clusters Score -2286288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23284 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2286302.250000 Penalty: 3309.810303
	Iteration 27Q: 3 clusters Score -2286302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2286299.750000 Penalty: 3309.810303
	Iteration 28Q: 3 clusters Score -2286300 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2286304.750000 Penalty: 3309.810303
	Iteration 29Q: 3 clusters Score -2286305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2286312.000000 Penalty: 3309.810303
	Iteration 30Q: 3 clusters Score -2286312 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2286317.000000 Penalty: 3309.810303
	Iteration 31Q: 3 clusters Score -2286317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2286317.000000 Penalty: 3309.810303
	Iteration 32Q: 3 clusters Score -2286317 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -2286320.750000 Penalty: 3309.810303
	Iteration 33Q: 3 clusters Score -2286321 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2286322.500000 Penalty: 3309.810303
	Iteration 34Q: 3 clusters Score -2286322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -2286327.500000 Penalty: 3309.810303
	Iteration 35Q: 3 clusters Score -2286328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -2286328.750000 Penalty: 3309.810303
	Iteration 36Q: 3 clusters Score -2286329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23487 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2286330.000000 Penalty: 3309.810303
	Iteration 37Q: 3 clusters Score -2286330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2286329.750000 Penalty: 3309.810303
	Iteration 38Q: 3 clusters Score -2286330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2286333.250000 Penalty: 3309.810303
	Iteration 39Q: 3 clusters Score -2286333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2286335.000000 Penalty: 3309.810303
	Iteration 40F: 3 clusters Score -2286335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -2286330.750000 Penalty: 3309.810303
	Iteration 41Q: 3 clusters Score -2286331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2286335.000000 Penalty: 3309.810303
	Iteration 42Q: 3 clusters Score -2286335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -2286331.250000 Penalty: 3309.810303
	Iteration 43Q: 3 clusters Score -2286331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -2286332.750000 Penalty: 3309.810303
	Iteration 44Q: 3 clusters Score -2286333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23546 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2286334.250000 Penalty: 3309.810303
	Iteration 45Q: 3 clusters Score -2286334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2286339.750000 Penalty: 3309.810303
	Iteration 46Q: 3 clusters Score -2286340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -2286335.000000 Penalty: 3309.810303
	Iteration 47Q: 3 clusters Score -2286335 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -2286342.250000 Penalty: 3309.810303
	Iteration 48Q: 3 clusters Score -2286342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2286345.250000 Penalty: 3309.810303
	Iteration 49Q: 3 clusters Score -2286345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2286347.500000 Penalty: 3309.810303
	Iteration 50Q: 3 clusters Score -2286348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2286347.750000 Penalty: 3309.810303
	Iteration 51Q: 3 clusters Score -2286348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2286347.500000 Penalty: 3309.810303
	Iteration 52Q: 3 clusters Score -2286348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -2286349.000000 Penalty: 3309.810303
	Iteration 53Q: 3 clusters Score -2286349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2286347.000000 Penalty: 3309.810303
	Iteration 54Q: 3 clusters Score -2286347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2286352.000000 Penalty: 3309.810303
	Iteration 55Q: 3 clusters Score -2286352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2286347.500000 Penalty: 3309.810303
	Iteration 56Q: 3 clusters Score -2286348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2286351.250000 Penalty: 3309.810303
	Iteration 57Q: 3 clusters Score -2286351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -2286351.000000 Penalty: 3309.810303
	Iteration 58Q: 3 clusters Score -2286351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2286354.750000 Penalty: 3309.810303
	Iteration 59Q: 3 clusters Score -2286355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -2286351.000000 Penalty: 3309.810303
	Iteration 60F: 3 clusters Score -2286351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2286353.250000 Penalty: 3309.810303
	Iteration 61Q: 3 clusters Score -2286353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2286350.250000 Penalty: 3309.810303
	Iteration 62Q: 3 clusters Score -2286350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2286354.250000 Penalty: 3309.810303
	Iteration 63Q: 3 clusters Score -2286354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2286354.500000 Penalty: 3309.810303
	Iteration 64Q: 3 clusters Score -2286354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2286354.750000 Penalty: 3309.810303
	Iteration 65Q: 3 clusters Score -2286355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2286355.000000 Penalty: 3309.810303
	Iteration 66Q: 3 clusters Score -2286355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2286356.000000 Penalty: 3309.810303
	Iteration 67Q: 3 clusters Score -2286356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2286361.000000 Penalty: 3309.810303
	Iteration 68Q: 3 clusters Score -2286361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -2286359.250000 Penalty: 3309.810303
	Iteration 69Q: 3 clusters Score -2286359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -2286358.750000 Penalty: 3309.810303
	Iteration 70Q: 3 clusters Score -2286359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -2286360.750000 Penalty: 3309.810303
	Iteration 71Q: 3 clusters Score -2286361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2286361.500000 Penalty: 3309.810303
	Iteration 72Q: 3 clusters Score -2286362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -2286360.500000 Penalty: 3309.810303
	Iteration 73Q: 3 clusters Score -2286360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2286360.750000 Penalty: 3309.810303
	Iteration 74Q: 3 clusters Score -2286361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -2286361.750000 Penalty: 3309.810303
	Iteration 75Q: 3 clusters Score -2286362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -2286365.500000 Penalty: 3309.810303
	Iteration 76Q: 3 clusters Score -2286366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2286361.750000 Penalty: 3309.810303
	Iteration 77Q: 3 clusters Score -2286362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2286359.750000 Penalty: 3309.810303
	Iteration 78Q: 3 clusters Score -2286360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -2286360.750000 Penalty: 3309.810303
	Iteration 79Q: 3 clusters Score -2286361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2286361.000000 Penalty: 3309.810303
	Iteration 80F: 3 clusters Score -2286361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2286361.000000 Penalty: 3309.810303
	Iteration 81Q: 3 clusters Score -2286361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2286366.750000 Penalty: 3309.810303
	Iteration 82Q: 3 clusters Score -2286367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2286365.250000 Penalty: 3309.810303
	Iteration 83Q: 3 clusters Score -2286365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -2286367.000000 Penalty: 3309.810303
	Iteration 84Q: 3 clusters Score -2286367 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2286370.000000 Penalty: 3309.810303
	Iteration 85Q: 3 clusters Score -2286370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2286367.250000 Penalty: 3309.810303
	Iteration 86Q: 3 clusters Score -2286367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2286369.000000 Penalty: 3309.810303
	Iteration 87Q: 3 clusters Score -2286369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2286368.250000 Penalty: 3309.810303
	Iteration 88Q: 3 clusters Score -2286368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -2286365.500000 Penalty: 3309.810303
	Iteration 89Q: 3 clusters Score -2286366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2286367.250000 Penalty: 3309.810303
	Iteration 90Q: 3 clusters Score -2286367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2286366.750000 Penalty: 3309.810303
	Iteration 91Q: 3 clusters Score -2286367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2286370.000000 Penalty: 3309.810303
	Iteration 92Q: 3 clusters Score -2286370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2286370.000000 Penalty: 3309.810303
	Iteration 93F: 3 clusters Score -2286370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 30805 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 2593 members 
Entering Unmasked Estep 
Score: -40832672.000000 Penalty: 55320.492188
Splitting cluster 14 changes total score from -40818544.000000 to -40832672.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 15 (13089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Entering Unmasked Estep 
Score: -1190249.500000 Penalty: 1540.423218
	Iteration 0F: 2 clusters Score -1190250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1181029.375000 Penalty: 3080.846436
	Iteration 0F: 3 clusters Score -1181029 nChanged 5760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1184156.875000 Penalty: 3080.846436
	Iteration 1F: 3 clusters Score -1184157 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1184434.500000 Penalty: 3080.846436
	Iteration 2F: 3 clusters Score -1184434 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1184676.250000 Penalty: 3080.846436
	Iteration 3Q: 3 clusters Score -1184676 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1184902.750000 Penalty: 3080.846436
	Iteration 4Q: 3 clusters Score -1184903 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1185134.375000 Penalty: 3080.846436
	Iteration 5Q: 3 clusters Score -1185134 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1185333.625000 Penalty: 3080.846436
	Iteration 6Q: 3 clusters Score -1185334 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1185519.250000 Penalty: 3080.846436
	Iteration 7Q: 3 clusters Score -1185519 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1185716.625000 Penalty: 3080.846436
	Iteration 8Q: 3 clusters Score -1185717 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1185911.375000 Penalty: 3080.846436
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1186740 nChanged 265
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Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1186894 nChanged 168
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Mstep: Class 1 contains 7022 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1186950 nChanged 92
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1186970 nChanged 86
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Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1186986 nChanged 58
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Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1187002 nChanged 56
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Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1187013 nChanged 59
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Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1187017 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1187044 nChanged 64
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Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1187052 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1187066 nChanged 61
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Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1187073 nChanged 71
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Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1187098 nChanged 64
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Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1187111 nChanged 66
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Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1187120 nChanged 60
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Mstep: Class 1 contains 6850 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1187133 nChanged 60
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Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1187143 nChanged 62
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Mstep: Class 1 contains 6856 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1187152 nChanged 59
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Mstep: Class 1 contains 6847 members 
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	Iteration 38Q: 3 clusters Score -1187164 nChanged 54
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Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1187174 nChanged 49
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Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1187177 nChanged 48
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Mstep: Class 1 contains 6824 members 
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	Iteration 41Q: 3 clusters Score -1187181 nChanged 47
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Mstep: Class 1 contains 6805 members 
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	Iteration 42Q: 3 clusters Score -1187190 nChanged 45
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Mstep: Class 1 contains 6790 members 
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	Iteration 43Q: 3 clusters Score -1187198 nChanged 49
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Mstep: Class 1 contains 6767 members 
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Mstep: Class 1 contains 6741 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1187219 nChanged 47
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Mstep: Class 1 contains 6716 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1187220 nChanged 49
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Mstep: Class 1 contains 6689 members 
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	Iteration 47Q: 3 clusters Score -1187227 nChanged 56
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Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1187238 nChanged 61
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Mstep: Class 1 contains 6632 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1187248 nChanged 62
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Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 6487 members 
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Mstep: Class 1 contains 6569 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1187271 nChanged 64
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Mstep: Class 1 contains 6521 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6466 members 
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	Iteration 53Q: 3 clusters Score -1187296 nChanged 69
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Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6365 members 
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	Iteration 55Q: 3 clusters Score -1187325 nChanged 54
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Mstep: Class 1 contains 6325 members 
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Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1187342 nChanged 45
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Mstep: Class 1 contains 6256 members 
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	Iteration 58Q: 3 clusters Score -1187351 nChanged 54
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Mstep: Class 1 contains 6218 members 
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	Iteration 59Q: 3 clusters Score -1187357 nChanged 60
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Mstep: Class 1 contains 6170 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1187372 nChanged 69
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Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6964 members 
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	Iteration 61Q: 3 clusters Score -1187389 nChanged 79
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Mstep: Class 1 contains 6060 members 
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	Iteration 62Q: 3 clusters Score -1187406 nChanged 91
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Mstep: Class 1 contains 5987 members 
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	Iteration 63Q: 3 clusters Score -1187426 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5913 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1187444 nChanged 81
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Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7251 members 
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	Iteration 65Q: 3 clusters Score -1187460 nChanged 79
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Mstep: Class 1 contains 5769 members 
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	Iteration 66Q: 3 clusters Score -1187472 nChanged 87
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Mstep: Class 1 contains 5692 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1187490 nChanged 111
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Mstep: Class 1 contains 5603 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1187523 nChanged 99
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Mstep: Class 1 contains 5516 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1187544 nChanged 88
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Mstep: Class 1 contains 5436 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1187560 nChanged 95
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Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 7738 members 
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	Iteration 71Q: 3 clusters Score -1187579 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1187600 nChanged 99
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Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 7917 members 
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	Iteration 73Q: 3 clusters Score -1187624 nChanged 108
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Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1187658 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4976 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1187683 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1187698 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4828 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1187711 nChanged 46
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Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1187716 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4737 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1187727 nChanged 55
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Mstep: Class 1 contains 4686 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1187742 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4624 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1187759 nChanged 71
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Mstep: Class 1 contains 4555 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1187771 nChanged 88
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Mstep: Class 1 contains 4469 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1187795 nChanged 90
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Mstep: Class 1 contains 4383 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1187815 nChanged 74
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Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1187833 nChanged 79
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Mstep: Class 1 contains 4234 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1187853 nChanged 96
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Mstep: Class 1 contains 4142 members 
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	Iteration 87Q: 3 clusters Score -1187875 nChanged 103
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Mstep: Class 1 contains 4041 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1187904 nChanged 102
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Mstep: Class 1 contains 3939 members 
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	Iteration 89Q: 3 clusters Score -1187934 nChanged 106
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Mstep: Class 1 contains 3835 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1187967 nChanged 112
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Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1188000 nChanged 136
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Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1188042 nChanged 125
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Mstep: Class 1 contains 3468 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1188082 nChanged 127
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Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1188124 nChanged 121
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Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1188166 nChanged 115
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Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1188201 nChanged 117
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Mstep: Class 1 contains 2998 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1188237 nChanged 116
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Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1188277 nChanged 114
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Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1188321 nChanged 97
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Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1188346.625000 Penalty: 3080.846436
	Iteration 100F: 3 clusters Score -1188347 nChanged 110
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Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1188384 nChanged 102
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Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1188418.250000 Penalty: 3080.846436
	Iteration 102Q: 3 clusters Score -1188418 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1188449.375000 Penalty: 3080.846436
	Iteration 103Q: 3 clusters Score -1188449 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1188482.625000 Penalty: 3080.846436
	Iteration 104Q: 3 clusters Score -1188483 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1188516.750000 Penalty: 3080.846436
	Iteration 105Q: 3 clusters Score -1188517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -1188542.250000 Penalty: 3080.846436
	Iteration 106Q: 3 clusters Score -1188542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1188571.250000 Penalty: 3080.846436
	Iteration 107Q: 3 clusters Score -1188571 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1188601.625000 Penalty: 3080.846436
	Iteration 108Q: 3 clusters Score -1188602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -1188639.250000 Penalty: 3080.846436
	Iteration 109Q: 3 clusters Score -1188639 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1188678.875000 Penalty: 3080.846436
	Iteration 110Q: 3 clusters Score -1188679 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -1188713.125000 Penalty: 3080.846436
	Iteration 111Q: 3 clusters Score -1188713 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -1188748.875000 Penalty: 3080.846436
	Iteration 112Q: 3 clusters Score -1188749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1188779.500000 Penalty: 3080.846436
	Iteration 113Q: 3 clusters Score -1188780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -1188803.375000 Penalty: 3080.846436
	Iteration 114Q: 3 clusters Score -1188803 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1188829.625000 Penalty: 3080.846436
	Iteration 115Q: 3 clusters Score -1188830 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1188852.250000 Penalty: 3080.846436
	Iteration 116Q: 3 clusters Score -1188852 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1188874.875000 Penalty: 3080.846436
	Iteration 117Q: 3 clusters Score -1188875 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1188889.875000 Penalty: 3080.846436
	Iteration 118Q: 3 clusters Score -1188890 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1188904.125000 Penalty: 3080.846436
	Iteration 119Q: 3 clusters Score -1188904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1188920.375000 Penalty: 3080.846436
	Iteration 120F: 3 clusters Score -1188920 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1188936.500000 Penalty: 3080.846436
	Iteration 121Q: 3 clusters Score -1188936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1188942.625000 Penalty: 3080.846436
	Iteration 122Q: 3 clusters Score -1188943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -1188952.375000 Penalty: 3080.846436
	Iteration 123Q: 3 clusters Score -1188952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1188958.125000 Penalty: 3080.846436
	Iteration 124Q: 3 clusters Score -1188958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1188967.500000 Penalty: 3080.846436
	Iteration 125Q: 3 clusters Score -1188968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1188975.375000 Penalty: 3080.846436
	Iteration 126Q: 3 clusters Score -1188975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1188987.375000 Penalty: 3080.846436
	Iteration 127Q: 3 clusters Score -1188987 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -1188992.875000 Penalty: 3080.846436
	Iteration 128Q: 3 clusters Score -1188993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1188996.625000 Penalty: 3080.846436
	Iteration 129Q: 3 clusters Score -1188997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -1189000.000000 Penalty: 3080.846436
	Iteration 130Q: 3 clusters Score -1189000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -1189004.250000 Penalty: 3080.846436
	Iteration 131Q: 3 clusters Score -1189004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1189005.375000 Penalty: 3080.846436
	Iteration 132Q: 3 clusters Score -1189005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -1189010.125000 Penalty: 3080.846436
	Iteration 133Q: 3 clusters Score -1189010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1189015.000000 Penalty: 3080.846436
	Iteration 134Q: 3 clusters Score -1189015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1189017.500000 Penalty: 3080.846436
	Iteration 135Q: 3 clusters Score -1189018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1189019.625000 Penalty: 3080.846436
	Iteration 136Q: 3 clusters Score -1189020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1189021.375000 Penalty: 3080.846436
	Iteration 137Q: 3 clusters Score -1189021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1189021.750000 Penalty: 3080.846436
	Iteration 138Q: 3 clusters Score -1189022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1189021.750000 Penalty: 3080.846436
	Iteration 139F: 3 clusters Score -1189022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Entering Unmasked Estep 
Score: -1014390.625000 Penalty: 1524.427979
	Iteration 0F: 2 clusters Score -1014391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1006062.375000 Penalty: 3048.855957
	Iteration 0F: 3 clusters Score -1006062 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1009043.750000 Penalty: 3048.855957
	Iteration 1F: 3 clusters Score -1009044 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1009869.687500 Penalty: 3048.855957
	Iteration 2F: 3 clusters Score -1009870 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1010859.125000 Penalty: 3048.855957
	Iteration 3F: 3 clusters Score -1010859 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1011790.750000 Penalty: 3048.855957
	Iteration 4F: 3 clusters Score -1011791 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1012394.812500 Penalty: 3048.855957
	Iteration 5F: 3 clusters Score -1012395 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1012729.250000 Penalty: 3048.855957
	Iteration 6Q: 3 clusters Score -1012729 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1012909.750000 Penalty: 3048.855957
	Iteration 7Q: 3 clusters Score -1012910 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1013006.500000 Penalty: 3048.855957
	Iteration 8Q: 3 clusters Score -1013006 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1013062.062500 Penalty: 3048.855957
	Iteration 9Q: 3 clusters Score -1013062 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1013100.375000 Penalty: 3048.855957
	Iteration 10Q: 3 clusters Score -1013100 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1013135.562500 Penalty: 3048.855957
	Iteration 11Q: 3 clusters Score -1013136 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1013161.812500 Penalty: 3048.855957
	Iteration 12Q: 3 clusters Score -1013162 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1013182.625000 Penalty: 3048.855957
	Iteration 13Q: 3 clusters Score -1013183 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1013196.937500 Penalty: 3048.855957
	Iteration 14Q: 3 clusters Score -1013197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1013212.437500 Penalty: 3048.855957
	Iteration 15Q: 3 clusters Score -1013212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -1013222.437500 Penalty: 3048.855957
	Iteration 16Q: 3 clusters Score -1013222 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1013236.000000 Penalty: 3048.855957
	Iteration 17Q: 3 clusters Score -1013236 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1013250.875000 Penalty: 3048.855957
	Iteration 18Q: 3 clusters Score -1013251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1013264.625000 Penalty: 3048.855957
	Iteration 19Q: 3 clusters Score -1013265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1013272.125000 Penalty: 3048.855957
	Iteration 20F: 3 clusters Score -1013272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1013290.062500 Penalty: 3048.855957
	Iteration 21Q: 3 clusters Score -1013290 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1013302.187500 Penalty: 3048.855957
	Iteration 22Q: 3 clusters Score -1013302 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1013320.875000 Penalty: 3048.855957
	Iteration 23Q: 3 clusters Score -1013321 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1013348.187500 Penalty: 3048.855957
	Iteration 24Q: 3 clusters Score -1013348 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1013374.687500 Penalty: 3048.855957
	Iteration 25Q: 3 clusters Score -1013375 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1013399.750000 Penalty: 3048.855957
	Iteration 26Q: 3 clusters Score -1013400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1013423.187500 Penalty: 3048.855957
	Iteration 27Q: 3 clusters Score -1013423 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1013438.750000 Penalty: 3048.855957
	Iteration 28Q: 3 clusters Score -1013439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1013452.375000 Penalty: 3048.855957
	Iteration 29Q: 3 clusters Score -1013452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1013461.750000 Penalty: 3048.855957
	Iteration 30Q: 3 clusters Score -1013462 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1013479.875000 Penalty: 3048.855957
	Iteration 31Q: 3 clusters Score -1013480 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -1013493.500000 Penalty: 3048.855957
	Iteration 32Q: 3 clusters Score -1013494 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1013510.187500 Penalty: 3048.855957
	Iteration 33Q: 3 clusters Score -1013510 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1013520.687500 Penalty: 3048.855957
	Iteration 34Q: 3 clusters Score -1013521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1013536.125000 Penalty: 3048.855957
	Iteration 35Q: 3 clusters Score -1013536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -1013550.687500 Penalty: 3048.855957
	Iteration 36Q: 3 clusters Score -1013551 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1013565.187500 Penalty: 3048.855957
	Iteration 37Q: 3 clusters Score -1013565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1013570.500000 Penalty: 3048.855957
	Iteration 38Q: 3 clusters Score -1013570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -1013576.437500 Penalty: 3048.855957
	Iteration 39Q: 3 clusters Score -1013576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -1013578.437500 Penalty: 3048.855957
	Iteration 40F: 3 clusters Score -1013578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -1013580.625000 Penalty: 3048.855957
	Iteration 41Q: 3 clusters Score -1013581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1013586.375000 Penalty: 3048.855957
	Iteration 42Q: 3 clusters Score -1013586 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1013592.875000 Penalty: 3048.855957
	Iteration 43Q: 3 clusters Score -1013593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1013601.375000 Penalty: 3048.855957
	Iteration 44Q: 3 clusters Score -1013601 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -1013611.375000 Penalty: 3048.855957
	Iteration 45Q: 3 clusters Score -1013611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1013620.562500 Penalty: 3048.855957
	Iteration 46Q: 3 clusters Score -1013621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1013629.625000 Penalty: 3048.855957
	Iteration 47Q: 3 clusters Score -1013630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1013641.187500 Penalty: 3048.855957
	Iteration 48Q: 3 clusters Score -1013641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -1013645.000000 Penalty: 3048.855957
	Iteration 49Q: 3 clusters Score -1013645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1013653.812500 Penalty: 3048.855957
	Iteration 50Q: 3 clusters Score -1013654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1013658.812500 Penalty: 3048.855957
	Iteration 51Q: 3 clusters Score -1013659 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1013670.250000 Penalty: 3048.855957
	Iteration 52Q: 3 clusters Score -1013670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1013679.437500 Penalty: 3048.855957
	Iteration 53Q: 3 clusters Score -1013679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1013683.937500 Penalty: 3048.855957
	Iteration 54Q: 3 clusters Score -1013684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1013686.312500 Penalty: 3048.855957
	Iteration 55Q: 3 clusters Score -1013686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1013687.312500 Penalty: 3048.855957
	Iteration 56Q: 3 clusters Score -1013687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1013686.562500 Penalty: 3048.855957
	Iteration 57Q: 3 clusters Score -1013687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1013685.375000 Penalty: 3048.855957
	Iteration 58Q: 3 clusters Score -1013685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1013684.937500 Penalty: 3048.855957
	Iteration 59Q: 3 clusters Score -1013685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -1013687.125000 Penalty: 3048.855957
	Iteration 60F: 3 clusters Score -1013687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1013691.000000 Penalty: 3048.855957
	Iteration 61Q: 3 clusters Score -1013691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1013690.750000 Penalty: 3048.855957
	Iteration 62Q: 3 clusters Score -1013691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1013690.437500 Penalty: 3048.855957
	Iteration 63Q: 3 clusters Score -1013690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1013690.312500 Penalty: 3048.855957
	Iteration 64Q: 3 clusters Score -1013690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1013690.312500 Penalty: 3048.855957
	Iteration 65F: 3 clusters Score -1013690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (30805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30805 members 
Entering Unmasked Estep 
Score: -2664250.750000 Penalty: 1679.507690
	Iteration 0F: 2 clusters Score -2664251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2643507.500000 Penalty: 3359.015381
	Iteration 0F: 3 clusters Score -2643508 nChanged 14264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2652553.000000 Penalty: 3359.015381
	Iteration 1F: 3 clusters Score -2652553 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13957 members 
Mstep: Class 2 contains 16848 members 
Entering Unmasked Estep 
Score: -2654747.750000 Penalty: 3359.015381
	Iteration 2F: 3 clusters Score -2654748 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -2658286.000000 Penalty: 3359.015381
	Iteration 3F: 3 clusters Score -2658286 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -2661461.500000 Penalty: 3359.015381
	Iteration 4F: 3 clusters Score -2661462 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2663599.000000 Penalty: 3359.015381
	Iteration 5F: 3 clusters Score -2663599 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -2665180.000000 Penalty: 3359.015381
	Iteration 6F: 3 clusters Score -2665180 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -2666341.750000 Penalty: 3359.015381
	Iteration 7Q: 3 clusters Score -2666342 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -2667054.000000 Penalty: 3359.015381
	Iteration 8Q: 3 clusters Score -2667054 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -2667485.000000 Penalty: 3359.015381
	Iteration 9Q: 3 clusters Score -2667485 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -2667726.250000 Penalty: 3359.015381
	Iteration 10Q: 3 clusters Score -2667726 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -2667864.750000 Penalty: 3359.015381
	Iteration 11Q: 3 clusters Score -2667865 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -2667953.000000 Penalty: 3359.015381
	Iteration 12Q: 3 clusters Score -2667953 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -2668001.500000 Penalty: 3359.015381
	Iteration 13Q: 3 clusters Score -2668002 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -2668028.250000 Penalty: 3359.015381
	Iteration 14Q: 3 clusters Score -2668028 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -2668050.750000 Penalty: 3359.015381
	Iteration 15Q: 3 clusters Score -2668051 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -2668073.250000 Penalty: 3359.015381
	Iteration 16Q: 3 clusters Score -2668073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 25967 members 
Entering Unmasked Estep 
Score: -2668083.250000 Penalty: 3359.015381
	Iteration 17Q: 3 clusters Score -2668083 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -2668089.750000 Penalty: 3359.015381
	Iteration 18Q: 3 clusters Score -2668090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -2668107.250000 Penalty: 3359.015381
	Iteration 19Q: 3 clusters Score -2668107 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -2668117.750000 Penalty: 3359.015381
	Iteration 20F: 3 clusters Score -2668118 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -2668135.500000 Penalty: 3359.015381
	Iteration 21Q: 3 clusters Score -2668136 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -2668138.250000 Penalty: 3359.015381
	Iteration 22Q: 3 clusters Score -2668138 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 26251 members 
Entering Unmasked Estep 
Score: -2668140.250000 Penalty: 3359.015381
	Iteration 23Q: 3 clusters Score -2668140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -2668145.000000 Penalty: 3359.015381
	Iteration 24Q: 3 clusters Score -2668145 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -2668147.500000 Penalty: 3359.015381
	Iteration 25Q: 3 clusters Score -2668148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -2668155.250000 Penalty: 3359.015381
	Iteration 26Q: 3 clusters Score -2668155 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
Score: -2668162.000000 Penalty: 3359.015381
	Iteration 27Q: 3 clusters Score -2668162 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -2668178.750000 Penalty: 3359.015381
	Iteration 28Q: 3 clusters Score -2668179 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -2668190.250000 Penalty: 3359.015381
	Iteration 29Q: 3 clusters Score -2668190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -2668214.500000 Penalty: 3359.015381
	Iteration 30Q: 3 clusters Score -2668214 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -2668257.750000 Penalty: 3359.015381
	Iteration 31Q: 3 clusters Score -2668258 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -2668353.500000 Penalty: 3359.015381
	Iteration 32Q: 3 clusters Score -2668354 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -2668517.750000 Penalty: 3359.015381
	Iteration 33Q: 3 clusters Score -2668518 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 26567 members 
Entering Unmasked Estep 
Score: -2668649.500000 Penalty: 3359.015381
	Iteration 34Q: 3 clusters Score -2668650 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -2668752.500000 Penalty: 3359.015381
	Iteration 35Q: 3 clusters Score -2668752 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -2668809.750000 Penalty: 3359.015381
	Iteration 36Q: 3 clusters Score -2668810 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 26452 members 
Entering Unmasked Estep 
Score: -2668847.000000 Penalty: 3359.015381
	Iteration 37Q: 3 clusters Score -2668847 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -2668855.250000 Penalty: 3359.015381
	Iteration 38Q: 3 clusters Score -2668855 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -2668883.500000 Penalty: 3359.015381
	Iteration 39Q: 3 clusters Score -2668884 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -2668899.500000 Penalty: 3359.015381
	Iteration 40F: 3 clusters Score -2668900 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -2668911.750000 Penalty: 3359.015381
	Iteration 41Q: 3 clusters Score -2668912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -2668913.750000 Penalty: 3359.015381
	Iteration 42Q: 3 clusters Score -2668914 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -2668918.000000 Penalty: 3359.015381
	Iteration 43Q: 3 clusters Score -2668918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -2668929.250000 Penalty: 3359.015381
	Iteration 44Q: 3 clusters Score -2668929 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -2668919.000000 Penalty: 3359.015381
	Iteration 45Q: 3 clusters Score -2668919 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 25966 members 
Entering Unmasked Estep 
Score: -2668927.250000 Penalty: 3359.015381
	Iteration 46Q: 3 clusters Score -2668927 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -2668929.500000 Penalty: 3359.015381
	Iteration 47Q: 3 clusters Score -2668930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -2668930.000000 Penalty: 3359.015381
	Iteration 48Q: 3 clusters Score -2668930 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -2668938.250000 Penalty: 3359.015381
	Iteration 49Q: 3 clusters Score -2668938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -2668943.000000 Penalty: 3359.015381
	Iteration 50Q: 3 clusters Score -2668943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -2668942.000000 Penalty: 3359.015381
	Iteration 51Q: 3 clusters Score -2668942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -2668950.000000 Penalty: 3359.015381
	Iteration 52Q: 3 clusters Score -2668950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -2668943.000000 Penalty: 3359.015381
	Iteration 53Q: 3 clusters Score -2668943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -2668940.250000 Penalty: 3359.015381
	Iteration 54Q: 3 clusters Score -2668940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2668945.500000 Penalty: 3359.015381
	Iteration 55Q: 3 clusters Score -2668946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -2668941.750000 Penalty: 3359.015381
	Iteration 56Q: 3 clusters Score -2668942 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -2668939.750000 Penalty: 3359.015381
	Iteration 57Q: 3 clusters Score -2668940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -2668942.000000 Penalty: 3359.015381
	Iteration 58Q: 3 clusters Score -2668942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2668939.000000 Penalty: 3359.015381
	Iteration 59Q: 3 clusters Score -2668939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -2668939.000000 Penalty: 3359.015381
	Iteration 60F: 3 clusters Score -2668939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 8809 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 25825 members 
Entering Unmasked Estep 
Score: -40836880.000000 Penalty: 57448.203125
Splitting cluster 17 changes total score from -40818544.000000 to -40836880.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 18 (8809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Entering Unmasked Estep 
Score: -719019.062500 Penalty: 1476.073486
	Iteration 0F: 2 clusters Score -719019.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -712696.937500 Penalty: 2952.146973
	Iteration 0F: 3 clusters Score -712696.9 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -715774.125000 Penalty: 2952.146973
	Iteration 1F: 3 clusters Score -715774.1 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -717214.062500 Penalty: 2952.146973
	Iteration 2F: 3 clusters Score -717214.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -718150.437500 Penalty: 2952.146973
	Iteration 3F: 3 clusters Score -718150.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -718930.125000 Penalty: 2952.146973
	Iteration 4F: 3 clusters Score -718930.1 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -719664.625000 Penalty: 2952.146973
	Iteration 5F: 3 clusters Score -719664.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -720036.125000 Penalty: 2952.146973
	Iteration 6F: 3 clusters Score -720036.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -720209.937500 Penalty: 2952.146973
	Iteration 7Q: 3 clusters Score -720209.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -720399.687500 Penalty: 2952.146973
	Iteration 8Q: 3 clusters Score -720399.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -720676.250000 Penalty: 2952.146973
	Iteration 9Q: 3 clusters Score -720676.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -721017.250000 Penalty: 2952.146973
	Iteration 10Q: 3 clusters Score -721017.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -721296.437500 Penalty: 2952.146973
	Iteration 11Q: 3 clusters Score -721296.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -721463.062500 Penalty: 2952.146973
	Iteration 12Q: 3 clusters Score -721463.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -721531.375000 Penalty: 2952.146973
	Iteration 13Q: 3 clusters Score -721531.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -721559.000000 Penalty: 2952.146973
	Iteration 14Q: 3 clusters Score -721559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -721572.000000 Penalty: 2952.146973
	Iteration 15Q: 3 clusters Score -721572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -721574.375000 Penalty: 2952.146973
	Iteration 16Q: 3 clusters Score -721574.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -721575.375000 Penalty: 2952.146973
	Iteration 17Q: 3 clusters Score -721575.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -721578.312500 Penalty: 2952.146973
	Iteration 18Q: 3 clusters Score -721578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -721580.250000 Penalty: 2952.146973
	Iteration 19Q: 3 clusters Score -721580.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -721593.187500 Penalty: 2952.146973
	Iteration 20F: 3 clusters Score -721593.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -721602.125000 Penalty: 2952.146973
	Iteration 21Q: 3 clusters Score -721602.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -721608.312500 Penalty: 2952.146973
	Iteration 22Q: 3 clusters Score -721608.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -721611.812500 Penalty: 2952.146973
	Iteration 23Q: 3 clusters Score -721611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -721616.250000 Penalty: 2952.146973
	Iteration 24Q: 3 clusters Score -721616.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -721622.812500 Penalty: 2952.146973
	Iteration 25Q: 3 clusters Score -721622.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -721625.750000 Penalty: 2952.146973
	Iteration 26Q: 3 clusters Score -721625.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -721630.687500 Penalty: 2952.146973
	Iteration 27Q: 3 clusters Score -721630.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -721633.937500 Penalty: 2952.146973
	Iteration 28Q: 3 clusters Score -721633.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -721639.187500 Penalty: 2952.146973
	Iteration 29Q: 3 clusters Score -721639.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -721644.312500 Penalty: 2952.146973
	Iteration 30Q: 3 clusters Score -721644.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -721648.562500 Penalty: 2952.146973
	Iteration 31Q: 3 clusters Score -721648.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -721653.250000 Penalty: 2952.146973
	Iteration 32Q: 3 clusters Score -721653.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -721655.375000 Penalty: 2952.146973
	Iteration 33Q: 3 clusters Score -721655.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -721659.187500 Penalty: 2952.146973
	Iteration 34Q: 3 clusters Score -721659.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -721664.312500 Penalty: 2952.146973
	Iteration 35Q: 3 clusters Score -721664.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -721668.687500 Penalty: 2952.146973
	Iteration 36Q: 3 clusters Score -721668.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -721676.562500 Penalty: 2952.146973
	Iteration 37Q: 3 clusters Score -721676.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -721681.375000 Penalty: 2952.146973
	Iteration 38Q: 3 clusters Score -721681.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -721692.687500 Penalty: 2952.146973
	Iteration 39Q: 3 clusters Score -721692.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -721706.125000 Penalty: 2952.146973
	Iteration 40F: 3 clusters Score -721706.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -721718.312500 Penalty: 2952.146973
	Iteration 41Q: 3 clusters Score -721718.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -721735.750000 Penalty: 2952.146973
	Iteration 42Q: 3 clusters Score -721735.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -721757.250000 Penalty: 2952.146973
	Iteration 43Q: 3 clusters Score -721757.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -721779.000000 Penalty: 2952.146973
	Iteration 44Q: 3 clusters Score -721779 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -721805.750000 Penalty: 2952.146973
	Iteration 45Q: 3 clusters Score -721805.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -721835.187500 Penalty: 2952.146973
	Iteration 46Q: 3 clusters Score -721835.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -721860.812500 Penalty: 2952.146973
	Iteration 47Q: 3 clusters Score -721860.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -721874.937500 Penalty: 2952.146973
	Iteration 48Q: 3 clusters Score -721874.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -721879.437500 Penalty: 2952.146973
	Iteration 49Q: 3 clusters Score -721879.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -721886.062500 Penalty: 2952.146973
	Iteration 50Q: 3 clusters Score -721886.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -721892.125000 Penalty: 2952.146973
	Iteration 51Q: 3 clusters Score -721892.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -721893.250000 Penalty: 2952.146973
	Iteration 52Q: 3 clusters Score -721893.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -721897.437500 Penalty: 2952.146973
	Iteration 53Q: 3 clusters Score -721897.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -721901.000000 Penalty: 2952.146973
	Iteration 54Q: 3 clusters Score -721901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -721901.437500 Penalty: 2952.146973
	Iteration 55Q: 3 clusters Score -721901.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -721903.937500 Penalty: 2952.146973
	Iteration 56Q: 3 clusters Score -721903.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -721905.375000 Penalty: 2952.146973
	Iteration 57Q: 3 clusters Score -721905.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -721905.875000 Penalty: 2952.146973
	Iteration 58Q: 3 clusters Score -721905.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -721908.625000 Penalty: 2952.146973
	Iteration 59Q: 3 clusters Score -721908.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -721909.500000 Penalty: 2952.146973
	Iteration 60F: 3 clusters Score -721909.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -721910.375000 Penalty: 2952.146973
	Iteration 61Q: 3 clusters Score -721910.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -721912.875000 Penalty: 2952.146973
	Iteration 62Q: 3 clusters Score -721912.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -721915.875000 Penalty: 2952.146973
	Iteration 63Q: 3 clusters Score -721915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -721916.000000 Penalty: 2952.146973
	Iteration 64Q: 3 clusters Score -721916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -721917.937500 Penalty: 2952.146973
	Iteration 65Q: 3 clusters Score -721917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -721919.000000 Penalty: 2952.146973
	Iteration 66Q: 3 clusters Score -721919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -721918.500000 Penalty: 2952.146973
	Iteration 67Q: 3 clusters Score -721918.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -721920.312500 Penalty: 2952.146973
	Iteration 68Q: 3 clusters Score -721920.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -721920.562500 Penalty: 2952.146973
	Iteration 69Q: 3 clusters Score -721920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -721923.187500 Penalty: 2952.146973
	Iteration 70Q: 3 clusters Score -721923.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -721921.437500 Penalty: 2952.146973
	Iteration 71Q: 3 clusters Score -721921.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -721921.812500 Penalty: 2952.146973
	Iteration 72Q: 3 clusters Score -721921.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -721922.687500 Penalty: 2952.146973
	Iteration 73Q: 3 clusters Score -721922.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -721922.437500 Penalty: 2952.146973
	Iteration 74Q: 3 clusters Score -721922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -721922.437500 Penalty: 2952.146973
	Iteration 75F: 3 clusters Score -721922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 155128 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 25825 members 
Mstep: Class 28 contains 6523 members 
Entering Unmasked Estep 
Score: -40839132.000000 Penalty: 59575.914062
Splitting cluster 18 changes total score from -40818544.000000 to -40839132.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (155128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155128 members 
Entering Unmasked Estep 
Score: -13406477.000000 Penalty: 1942.200928
	Iteration 0F: 2 clusters Score -1.340648e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77623 members 
Mstep: Class 2 contains 77505 members 
Entering Unmasked Estep 
Score: -13302679.000000 Penalty: 3884.401855
	Iteration 0F: 3 clusters Score -1.330268e+07 nChanged 74704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78805 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -13348872.000000 Penalty: 3884.401855
	Iteration 1F: 3 clusters Score -1.334887e+07 nChanged 7270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 74993 members 
Entering Unmasked Estep 
Score: -13352563.000000 Penalty: 3884.401855
	Iteration 2Q: 3 clusters Score -1.335256e+07 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82211 members 
Mstep: Class 2 contains 72917 members 
Entering Unmasked Estep 
Score: -13358535.000000 Penalty: 3884.401855
	Iteration 3F: 3 clusters Score -1.335854e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84978 members 
Mstep: Class 2 contains 70150 members 
Entering Unmasked Estep 
Score: -13367832.000000 Penalty: 3884.401855
	Iteration 4F: 3 clusters Score -1.336783e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87526 members 
Mstep: Class 2 contains 67602 members 
Entering Unmasked Estep 
Score: -13377206.000000 Penalty: 3884.401855
	Iteration 5F: 3 clusters Score -1.337721e+07 nChanged 10417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88335 members 
Mstep: Class 2 contains 66793 members 
Entering Unmasked Estep 
Score: -13383714.000000 Penalty: 3884.401855
	Iteration 6F: 3 clusters Score -1.338371e+07 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 67559 members 
Entering Unmasked Estep 
Score: -13388215.000000 Penalty: 3884.401855
	Iteration 7F: 3 clusters Score -1.338822e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85762 members 
Mstep: Class 2 contains 69366 members 
Entering Unmasked Estep 
Score: -13391425.000000 Penalty: 3884.401855
	Iteration 8Q: 3 clusters Score -1.339142e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83614 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -13393974.000000 Penalty: 3884.401855
	Iteration 9Q: 3 clusters Score -1.339397e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81465 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -13396082.000000 Penalty: 3884.401855
	Iteration 10Q: 3 clusters Score -1.339608e+07 nChanged 3797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 75826 members 
Entering Unmasked Estep 
Score: -13398127.000000 Penalty: 3884.401855
	Iteration 11Q: 3 clusters Score -1.339813e+07 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 77957 members 
Entering Unmasked Estep 
Score: -13400222.000000 Penalty: 3884.401855
	Iteration 12Q: 3 clusters Score -1.340022e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74861 members 
Mstep: Class 2 contains 80267 members 
Entering Unmasked Estep 
Score: -13402267.000000 Penalty: 3884.401855
	Iteration 13Q: 3 clusters Score -1.340227e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72443 members 
Mstep: Class 2 contains 82685 members 
Entering Unmasked Estep 
Score: -13404082.000000 Penalty: 3884.401855
	Iteration 14Q: 3 clusters Score -1.340408e+07 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69966 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -13405718.000000 Penalty: 3884.401855
	Iteration 15Q: 3 clusters Score -1.340572e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67404 members 
Mstep: Class 2 contains 87724 members 
Entering Unmasked Estep 
Score: -13407299.000000 Penalty: 3884.401855
	Iteration 16Q: 3 clusters Score -1.34073e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64920 members 
Mstep: Class 2 contains 90208 members 
Entering Unmasked Estep 
Score: -13408557.000000 Penalty: 3884.401855
	Iteration 17Q: 3 clusters Score -1.340856e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -13409443.000000 Penalty: 3884.401855
	Iteration 18Q: 3 clusters Score -1.340944e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60535 members 
Mstep: Class 2 contains 94593 members 
Entering Unmasked Estep 
Score: -13410224.000000 Penalty: 3884.401855
	Iteration 19Q: 3 clusters Score -1.341022e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 96489 members 
Entering Unmasked Estep 
Score: -13410742.000000 Penalty: 3884.401855
	Iteration 20F: 3 clusters Score -1.341074e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56880 members 
Mstep: Class 2 contains 98248 members 
Entering Unmasked Estep 
Score: -13411366.000000 Penalty: 3884.401855
	Iteration 21Q: 3 clusters Score -1.341137e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Mstep: Class 2 contains 99795 members 
Entering Unmasked Estep 
Score: -13411655.000000 Penalty: 3884.401855
	Iteration 22Q: 3 clusters Score -1.341166e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53979 members 
Mstep: Class 2 contains 101149 members 
Entering Unmasked Estep 
Score: -13412006.000000 Penalty: 3884.401855
	Iteration 23Q: 3 clusters Score -1.341201e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 102327 members 
Entering Unmasked Estep 
Score: -13412261.000000 Penalty: 3884.401855
	Iteration 24Q: 3 clusters Score -1.341226e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 103367 members 
Entering Unmasked Estep 
Score: -13412416.000000 Penalty: 3884.401855
	Iteration 25Q: 3 clusters Score -1.341242e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 104352 members 
Entering Unmasked Estep 
Score: -13412522.000000 Penalty: 3884.401855
	Iteration 26Q: 3 clusters Score -1.341252e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49916 members 
Mstep: Class 2 contains 105212 members 
Entering Unmasked Estep 
Score: -13412658.000000 Penalty: 3884.401855
	Iteration 27Q: 3 clusters Score -1.341266e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 105987 members 
Entering Unmasked Estep 
Score: -13412758.000000 Penalty: 3884.401855
	Iteration 28Q: 3 clusters Score -1.341276e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 106725 members 
Entering Unmasked Estep 
Score: -13412899.000000 Penalty: 3884.401855
	Iteration 29Q: 3 clusters Score -1.34129e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 107417 members 
Entering Unmasked Estep 
Score: -13412989.000000 Penalty: 3884.401855
	Iteration 30Q: 3 clusters Score -1.341299e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47077 members 
Mstep: Class 2 contains 108051 members 
Entering Unmasked Estep 
Score: -13413087.000000 Penalty: 3884.401855
	Iteration 31Q: 3 clusters Score -1.341309e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -13413171.000000 Penalty: 3884.401855
	Iteration 32Q: 3 clusters Score -1.341317e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46002 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -13413278.000000 Penalty: 3884.401855
	Iteration 33Q: 3 clusters Score -1.341328e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 109601 members 
Entering Unmasked Estep 
Score: -13413355.000000 Penalty: 3884.401855
	Iteration 34Q: 3 clusters Score -1.341336e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 110061 members 
Entering Unmasked Estep 
Score: -13413361.000000 Penalty: 3884.401855
	Iteration 35Q: 3 clusters Score -1.341336e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 110489 members 
Entering Unmasked Estep 
Score: -13413369.000000 Penalty: 3884.401855
	Iteration 36Q: 3 clusters Score -1.341337e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Mstep: Class 2 contains 110886 members 
Entering Unmasked Estep 
Score: -13413411.000000 Penalty: 3884.401855
	Iteration 37Q: 3 clusters Score -1.341341e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43830 members 
Mstep: Class 2 contains 111298 members 
Entering Unmasked Estep 
Score: -13413495.000000 Penalty: 3884.401855
	Iteration 38Q: 3 clusters Score -1.34135e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43466 members 
Mstep: Class 2 contains 111662 members 
Entering Unmasked Estep 
Score: -13413576.000000 Penalty: 3884.401855
	Iteration 39Q: 3 clusters Score -1.341358e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 112034 members 
Entering Unmasked Estep 
Score: -13413629.000000 Penalty: 3884.401855
	Iteration 40F: 3 clusters Score -1.341363e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 112366 members 
Entering Unmasked Estep 
Score: -13413639.000000 Penalty: 3884.401855
	Iteration 41Q: 3 clusters Score -1.341364e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 112694 members 
Entering Unmasked Estep 
Score: -13413663.000000 Penalty: 3884.401855
	Iteration 42Q: 3 clusters Score -1.341366e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 112997 members 
Entering Unmasked Estep 
Score: -13413660.000000 Penalty: 3884.401855
	Iteration 43Q: 3 clusters Score -1.341366e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 113287 members 
Entering Unmasked Estep 
Score: -13413696.000000 Penalty: 3884.401855
	Iteration 44Q: 3 clusters Score -1.34137e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 113547 members 
Entering Unmasked Estep 
Score: -13413730.000000 Penalty: 3884.401855
	Iteration 45Q: 3 clusters Score -1.341373e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41312 members 
Mstep: Class 2 contains 113816 members 
Entering Unmasked Estep 
Score: -13413696.000000 Penalty: 3884.401855
	Iteration 46Q: 3 clusters Score -1.34137e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 114071 members 
Entering Unmasked Estep 
Score: -13413720.000000 Penalty: 3884.401855
	Iteration 47Q: 3 clusters Score -1.341372e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 114328 members 
Entering Unmasked Estep 
Score: -13413781.000000 Penalty: 3884.401855
	Iteration 48Q: 3 clusters Score -1.341378e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -13413775.000000 Penalty: 3884.401855
	Iteration 49Q: 3 clusters Score -1.341378e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 114793 members 
Entering Unmasked Estep 
Score: -13413809.000000 Penalty: 3884.401855
	Iteration 50Q: 3 clusters Score -1.341381e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40126 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -13413820.000000 Penalty: 3884.401855
	Iteration 51Q: 3 clusters Score -1.341382e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39907 members 
Mstep: Class 2 contains 115221 members 
Entering Unmasked Estep 
Score: -13413849.000000 Penalty: 3884.401855
	Iteration 52Q: 3 clusters Score -1.341385e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 115429 members 
Entering Unmasked Estep 
Score: -13413904.000000 Penalty: 3884.401855
	Iteration 53Q: 3 clusters Score -1.34139e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 115628 members 
Entering Unmasked Estep 
Score: -13413906.000000 Penalty: 3884.401855
	Iteration 54Q: 3 clusters Score -1.341391e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39330 members 
Mstep: Class 2 contains 115798 members 
Entering Unmasked Estep 
Score: -13413920.000000 Penalty: 3884.401855
	Iteration 55Q: 3 clusters Score -1.341392e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 115954 members 
Entering Unmasked Estep 
Score: -13413898.000000 Penalty: 3884.401855
	Iteration 56Q: 3 clusters Score -1.34139e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 116116 members 
Entering Unmasked Estep 
Score: -13413905.000000 Penalty: 3884.401855
	Iteration 57Q: 3 clusters Score -1.34139e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 116252 members 
Entering Unmasked Estep 
Score: -13413910.000000 Penalty: 3884.401855
	Iteration 58Q: 3 clusters Score -1.341391e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 116357 members 
Entering Unmasked Estep 
Score: -13413940.000000 Penalty: 3884.401855
	Iteration 59Q: 3 clusters Score -1.341394e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 116436 members 
Entering Unmasked Estep 
Score: -13413913.000000 Penalty: 3884.401855
	Iteration 60F: 3 clusters Score -1.341391e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38625 members 
Mstep: Class 2 contains 116503 members 
Entering Unmasked Estep 
Score: -13413915.000000 Penalty: 3884.401855
	Iteration 61Q: 3 clusters Score -1.341392e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38547 members 
Mstep: Class 2 contains 116581 members 
Entering Unmasked Estep 
Score: -13413917.000000 Penalty: 3884.401855
	Iteration 62Q: 3 clusters Score -1.341392e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 116660 members 
Entering Unmasked Estep 
Score: -13413929.000000 Penalty: 3884.401855
	Iteration 63Q: 3 clusters Score -1.341393e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -13413950.000000 Penalty: 3884.401855
	Iteration 64Q: 3 clusters Score -1.341395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 116802 members 
Entering Unmasked Estep 
Score: -13413950.000000 Penalty: 3884.401855
	Iteration 65Q: 3 clusters Score -1.341395e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 116861 members 
Entering Unmasked Estep 
Score: -13413948.000000 Penalty: 3884.401855
	Iteration 66Q: 3 clusters Score -1.341395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 116903 members 
Entering Unmasked Estep 
Score: -13413942.000000 Penalty: 3884.401855
	Iteration 67Q: 3 clusters Score -1.341394e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -13413932.000000 Penalty: 3884.401855
	Iteration 68Q: 3 clusters Score -1.341393e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38157 members 
Mstep: Class 2 contains 116971 members 
Entering Unmasked Estep 
Score: -13413944.000000 Penalty: 3884.401855
	Iteration 69Q: 3 clusters Score -1.341394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 117010 members 
Entering Unmasked Estep 
Score: -13413948.000000 Penalty: 3884.401855
	Iteration 70Q: 3 clusters Score -1.341395e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 117045 members 
Entering Unmasked Estep 
Score: -13413948.000000 Penalty: 3884.401855
	Iteration 71Q: 3 clusters Score -1.341395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 117078 members 
Entering Unmasked Estep 
Score: -13413960.000000 Penalty: 3884.401855
	Iteration 72Q: 3 clusters Score -1.341396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38020 members 
Mstep: Class 2 contains 117108 members 
Entering Unmasked Estep 
Score: -13413979.000000 Penalty: 3884.401855
	Iteration 73Q: 3 clusters Score -1.341398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 117129 members 
Entering Unmasked Estep 
Score: -13413968.000000 Penalty: 3884.401855
	Iteration 74Q: 3 clusters Score -1.341397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 117146 members 
Entering Unmasked Estep 
Score: -13413975.000000 Penalty: 3884.401855
	Iteration 75Q: 3 clusters Score -1.341398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 117161 members 
Entering Unmasked Estep 
Score: -13413969.000000 Penalty: 3884.401855
	Iteration 76Q: 3 clusters Score -1.341397e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 117175 members 
Entering Unmasked Estep 
Score: -13413964.000000 Penalty: 3884.401855
	Iteration 77Q: 3 clusters Score -1.341396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 117184 members 
Entering Unmasked Estep 
Score: -13413950.000000 Penalty: 3884.401855
	Iteration 78Q: 3 clusters Score -1.341395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 117194 members 
Entering Unmasked Estep 
Score: -13413951.000000 Penalty: 3884.401855
	Iteration 79Q: 3 clusters Score -1.341395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 117202 members 
Entering Unmasked Estep 
Score: -13413965.000000 Penalty: 3884.401855
	Iteration 80F: 3 clusters Score -1.341396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37924 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -13413961.000000 Penalty: 3884.401855
	Iteration 81Q: 3 clusters Score -1.341396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 117206 members 
Entering Unmasked Estep 
Score: -13413964.000000 Penalty: 3884.401855
	Iteration 82Q: 3 clusters Score -1.341396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -13413967.000000 Penalty: 3884.401855
	Iteration 83Q: 3 clusters Score -1.341397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37921 members 
Mstep: Class 2 contains 117207 members 
Entering Unmasked Estep 
Score: -13413967.000000 Penalty: 3884.401855
	Iteration 84F: 3 clusters Score -1.341397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 37921 members 
Mstep: Class 20 contains 77873 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 25825 members 
Mstep: Class 28 contains 6523 members 
Mstep: Class 29 contains 117207 members 
Entering Unmasked Estep 
Score: -40846716.000000 Penalty: 61703.628906
Splitting cluster 19 changes total score from -40818544.000000 to -40846716.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 20 (77873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77873 members 
Entering Unmasked Estep 
Score: -6849744.500000 Penalty: 1830.210571
	Iteration 0F: 2 clusters Score -6849744 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38980 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -6797955.500000 Penalty: 3660.421143
	Iteration 0F: 3 clusters Score -6797956 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39064 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -6819333.500000 Penalty: 3660.421143
	Iteration 1F: 3 clusters Score -6819334 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -6820249.500000 Penalty: 3660.421143
	Iteration 2Q: 3 clusters Score -6820250 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39791 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -6821543.000000 Penalty: 3660.421143
	Iteration 3Q: 3 clusters Score -6821543 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40530 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -6823397.000000 Penalty: 3660.421143
	Iteration 4Q: 3 clusters Score -6823397 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -6826341.500000 Penalty: 3660.421143
	Iteration 5F: 3 clusters Score -6826342 nChanged 4945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -6830245.000000 Penalty: 3660.421143
	Iteration 6F: 3 clusters Score -6830245 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -6834858.500000 Penalty: 3660.421143
	Iteration 7F: 3 clusters Score -6834858 nChanged 5487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39792 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -6839191.500000 Penalty: 3660.421143
	Iteration 8F: 3 clusters Score -6839192 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 39729 members 
Entering Unmasked Estep 
Score: -6842203.000000 Penalty: 3660.421143
	Iteration 9F: 3 clusters Score -6842203 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 41270 members 
Entering Unmasked Estep 
Score: -6844383.500000 Penalty: 3660.421143
	Iteration 10Q: 3 clusters Score -6844384 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 42742 members 
Entering Unmasked Estep 
Score: -6846160.500000 Penalty: 3660.421143
	Iteration 11Q: 3 clusters Score -6846160 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33890 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -6847610.500000 Penalty: 3660.421143
	Iteration 12Q: 3 clusters Score -6847610 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32889 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -6848575.000000 Penalty: 3660.421143
	Iteration 13Q: 3 clusters Score -6848575 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 45769 members 
Entering Unmasked Estep 
Score: -6849218.500000 Penalty: 3660.421143
	Iteration 14Q: 3 clusters Score -6849218 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 46367 members 
Entering Unmasked Estep 
Score: -6849608.500000 Penalty: 3660.421143
	Iteration 15Q: 3 clusters Score -6849608 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 46843 members 
Entering Unmasked Estep 
Score: -6849868.000000 Penalty: 3660.421143
	Iteration 16Q: 3 clusters Score -6849868 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 47261 members 
Entering Unmasked Estep 
Score: -6849990.500000 Penalty: 3660.421143
	Iteration 17Q: 3 clusters Score -6849990 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 47598 members 
Entering Unmasked Estep 
Score: -6850075.500000 Penalty: 3660.421143
	Iteration 18Q: 3 clusters Score -6850076 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -6850145.500000 Penalty: 3660.421143
	Iteration 19Q: 3 clusters Score -6850146 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 48112 members 
Entering Unmasked Estep 
Score: -6850165.000000 Penalty: 3660.421143
	Iteration 20F: 3 clusters Score -6850165 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -6850213.000000 Penalty: 3660.421143
	Iteration 21Q: 3 clusters Score -6850213 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -6850257.000000 Penalty: 3660.421143
	Iteration 22Q: 3 clusters Score -6850257 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29169 members 
Mstep: Class 2 contains 48704 members 
Entering Unmasked Estep 
Score: -6850281.500000 Penalty: 3660.421143
	Iteration 23Q: 3 clusters Score -6850282 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29011 members 
Mstep: Class 2 contains 48862 members 
Entering Unmasked Estep 
Score: -6850291.500000 Penalty: 3660.421143
	Iteration 24Q: 3 clusters Score -6850292 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 49009 members 
Entering Unmasked Estep 
Score: -6850296.500000 Penalty: 3660.421143
	Iteration 25Q: 3 clusters Score -6850296 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 49149 members 
Entering Unmasked Estep 
Score: -6850302.500000 Penalty: 3660.421143
	Iteration 26Q: 3 clusters Score -6850302 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -6850294.500000 Penalty: 3660.421143
	Iteration 27Q: 3 clusters Score -6850294 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -6850313.000000 Penalty: 3660.421143
	Iteration 28Q: 3 clusters Score -6850313 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -6850331.000000 Penalty: 3660.421143
	Iteration 29Q: 3 clusters Score -6850331 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6850337.000000 Penalty: 3660.421143
	Iteration 30Q: 3 clusters Score -6850337 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28254 members 
Mstep: Class 2 contains 49619 members 
Entering Unmasked Estep 
Score: -6850340.500000 Penalty: 3660.421143
	Iteration 31Q: 3 clusters Score -6850340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 49690 members 
Entering Unmasked Estep 
Score: -6850342.000000 Penalty: 3660.421143
	Iteration 32Q: 3 clusters Score -6850342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -6850344.000000 Penalty: 3660.421143
	Iteration 33Q: 3 clusters Score -6850344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 49779 members 
Entering Unmasked Estep 
Score: -6850352.500000 Penalty: 3660.421143
	Iteration 34Q: 3 clusters Score -6850352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -6850333.000000 Penalty: 3660.421143
	Iteration 35Q: 3 clusters Score -6850333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -6850344.500000 Penalty: 3660.421143
	Iteration 36Q: 3 clusters Score -6850344 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -6850352.500000 Penalty: 3660.421143
	Iteration 37Q: 3 clusters Score -6850352 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 49941 members 
Entering Unmasked Estep 
Score: -6850364.000000 Penalty: 3660.421143
	Iteration 38Q: 3 clusters Score -6850364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -6850362.500000 Penalty: 3660.421143
	Iteration 39Q: 3 clusters Score -6850362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 49999 members 
Entering Unmasked Estep 
Score: -6850364.500000 Penalty: 3660.421143
	Iteration 40F: 3 clusters Score -6850364 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -6850355.500000 Penalty: 3660.421143
	Iteration 41Q: 3 clusters Score -6850356 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27842 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -6850351.000000 Penalty: 3660.421143
	Iteration 42Q: 3 clusters Score -6850351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 50049 members 
Entering Unmasked Estep 
Score: -6850353.000000 Penalty: 3660.421143
	Iteration 43Q: 3 clusters Score -6850353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27799 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6850346.000000 Penalty: 3660.421143
	Iteration 44Q: 3 clusters Score -6850346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 50099 members 
Entering Unmasked Estep 
Score: -6850346.000000 Penalty: 3660.421143
	Iteration 45Q: 3 clusters Score -6850346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27754 members 
Mstep: Class 2 contains 50119 members 
Entering Unmasked Estep 
Score: -6850345.000000 Penalty: 3660.421143
	Iteration 46Q: 3 clusters Score -6850345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27740 members 
Mstep: Class 2 contains 50133 members 
Entering Unmasked Estep 
Score: -6850346.500000 Penalty: 3660.421143
	Iteration 47Q: 3 clusters Score -6850346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -6850347.500000 Penalty: 3660.421143
	Iteration 48Q: 3 clusters Score -6850348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6850348.500000 Penalty: 3660.421143
	Iteration 49Q: 3 clusters Score -6850348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 50156 members 
Entering Unmasked Estep 
Score: -6850341.500000 Penalty: 3660.421143
	Iteration 50Q: 3 clusters Score -6850342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27712 members 
Mstep: Class 2 contains 50161 members 
Entering Unmasked Estep 
Score: -6850346.000000 Penalty: 3660.421143
	Iteration 51Q: 3 clusters Score -6850346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6850349.500000 Penalty: 3660.421143
	Iteration 52Q: 3 clusters Score -6850350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 50170 members 
Entering Unmasked Estep 
Score: -6850341.500000 Penalty: 3660.421143
	Iteration 53Q: 3 clusters Score -6850342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 50176 members 
Entering Unmasked Estep 
Score: -6850337.000000 Penalty: 3660.421143
	Iteration 54Q: 3 clusters Score -6850337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27693 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -6850345.000000 Penalty: 3660.421143
	Iteration 55Q: 3 clusters Score -6850345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 50182 members 
Entering Unmasked Estep 
Score: -6850345.500000 Penalty: 3660.421143
	Iteration 56Q: 3 clusters Score -6850346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 50187 members 
Entering Unmasked Estep 
Score: -6850340.000000 Penalty: 3660.421143
	Iteration 57Q: 3 clusters Score -6850340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 50197 members 
Entering Unmasked Estep 
Score: -6850332.500000 Penalty: 3660.421143
	Iteration 58Q: 3 clusters Score -6850332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -6850332.000000 Penalty: 3660.421143
	Iteration 59Q: 3 clusters Score -6850332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 50232 members 
Entering Unmasked Estep 
Score: -6850342.500000 Penalty: 3660.421143
	Iteration 60F: 3 clusters Score -6850342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6850345.000000 Penalty: 3660.421143
	Iteration 61Q: 3 clusters Score -6850345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -6850334.000000 Penalty: 3660.421143
	Iteration 62Q: 3 clusters Score -6850334 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 50271 members 
Entering Unmasked Estep 
Score: -6850333.500000 Penalty: 3660.421143
	Iteration 63Q: 3 clusters Score -6850334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 50289 members 
Entering Unmasked Estep 
Score: -6850333.500000 Penalty: 3660.421143
	Iteration 64Q: 3 clusters Score -6850334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27570 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -6850331.000000 Penalty: 3660.421143
	Iteration 65Q: 3 clusters Score -6850331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 50310 members 
Entering Unmasked Estep 
Score: -6850338.000000 Penalty: 3660.421143
	Iteration 66Q: 3 clusters Score -6850338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 50319 members 
Entering Unmasked Estep 
Score: -6850327.500000 Penalty: 3660.421143
	Iteration 67Q: 3 clusters Score -6850328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 50328 members 
Entering Unmasked Estep 
Score: -6850327.000000 Penalty: 3660.421143
	Iteration 68Q: 3 clusters Score -6850327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 50334 members 
Entering Unmasked Estep 
Score: -6850326.500000 Penalty: 3660.421143
	Iteration 69Q: 3 clusters Score -6850326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -6850334.500000 Penalty: 3660.421143
	Iteration 70Q: 3 clusters Score -6850334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -6850338.000000 Penalty: 3660.421143
	Iteration 71Q: 3 clusters Score -6850338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -6850335.000000 Penalty: 3660.421143
	Iteration 72Q: 3 clusters Score -6850335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -6850338.000000 Penalty: 3660.421143
	Iteration 73Q: 3 clusters Score -6850338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -6850333.500000 Penalty: 3660.421143
	Iteration 74Q: 3 clusters Score -6850334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -6850337.500000 Penalty: 3660.421143
	Iteration 75Q: 3 clusters Score -6850338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 50364 members 
Entering Unmasked Estep 
Score: -6850339.500000 Penalty: 3660.421143
	Iteration 76Q: 3 clusters Score -6850340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -6850337.500000 Penalty: 3660.421143
	Iteration 77Q: 3 clusters Score -6850338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -6850340.000000 Penalty: 3660.421143
	Iteration 78Q: 3 clusters Score -6850340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 50391 members 
Entering Unmasked Estep 
Score: -6850341.000000 Penalty: 3660.421143
	Iteration 79Q: 3 clusters Score -6850341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6850332.000000 Penalty: 3660.421143
	Iteration 80F: 3 clusters Score -6850332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 50407 members 
Entering Unmasked Estep 
Score: -6850329.000000 Penalty: 3660.421143
	Iteration 81Q: 3 clusters Score -6850329 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 50411 members 
Entering Unmasked Estep 
Score: -6850328.500000 Penalty: 3660.421143
	Iteration 82Q: 3 clusters Score -6850328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 50412 members 
Entering Unmasked Estep 
Score: -6850333.500000 Penalty: 3660.421143
	Iteration 83Q: 3 clusters Score -6850334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6850337.000000 Penalty: 3660.421143
	Iteration 84Q: 3 clusters Score -6850337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 50413 members 
Entering Unmasked Estep 
Score: -6850337.000000 Penalty: 3660.421143
	Iteration 85F: 3 clusters Score -6850337 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 37921 members 
Mstep: Class 20 contains 27460 members 
Mstep: Class 21 contains 4095 members 
Mstep: Class 22 contains 10913 members 
Mstep: Class 23 contains 3048 members 
Mstep: Class 24 contains 588 members 
Mstep: Class 25 contains 11201 members 
Mstep: Class 26 contains 2593 members 
Mstep: Class 27 contains 25825 members 
Mstep: Class 28 contains 6523 members 
Mstep: Class 29 contains 117207 members 
Mstep: Class 30 contains 50413 members 
Entering Unmasked Estep 
Score: -40846916.000000 Penalty: 63831.339844
Splitting cluster 20 changes total score from -40818544.000000 to -40846916.000000
So it's getting split into cluster 30.
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 2 contains 18567 members 
Mstep: Class 4 contains 30013 members 
Mstep: Class 5 contains 2122 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 3401 members 
Mstep: Class 9 contains 14518 members 
Mstep: Class 10 contains 2323 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 1656 members 
Mstep: Class 13 contains 10338 members 
Mstep: Class 14 contains 23884 members 
Mstep: Class 15 contains 13089 members 
Mstep: Class 16 contains 11862 members 
Mstep: Class 17 contains 4980 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 37921 members 
Mstep: Class 20 contains 27460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40856476.000000 Penalty: 63831.339844
Iteration 39Q: 31 clusters Score -4.085648e+07 nChanged 12179
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 18632 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 4 contains 29562 members 
Mstep: Class 5 contains 2197 members 
Mstep: Class 6 contains 3360 members 
Mstep: Class 7 contains 32364 members 
Mstep: Class 8 contains 3382 members 
Mstep: Class 9 contains 15104 members 
Mstep: Class 10 contains 2542 members 
Mstep: Class 11 contains 6544 members 
Mstep: Class 12 contains 1735 members 
Mstep: Class 13 contains 10525 members 
Mstep: Class 14 contains 23897 members 
Mstep: Class 15 contains 13064 members 
Mstep: Class 16 contains 12014 members 
Mstep: Class 17 contains 5150 members 
Mstep: Class 18 contains 2353 members 
Mstep: Class 19 contains 38081 members 
Mstep: Class 20 contains 27216 members 
Mstep: Class 21 contains 4359 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 547 members 
Mstep: Class 25 contains 11049 members 
Mstep: Class 26 contains 2608 members 
Mstep: Class 27 contains 24920 members 
Mstep: Class 28 contains 6565 members 
Mstep: Class 29 contains 117044 members 
Mstep: Class 30 contains 49497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40863172.000000 Penalty: 63831.339844
Iteration 40F: 31 clusters Score -4.086317e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 18503 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 28737 members 
Mstep: Class 5 contains 2254 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 32991 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 15092 members 
Mstep: Class 10 contains 2564 members 
Mstep: Class 11 contains 6575 members 
Mstep: Class 12 contains 1738 members 
Mstep: Class 13 contains 10642 members 
Mstep: Class 14 contains 23619 members 
Mstep: Class 15 contains 12957 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 38031 members 
Mstep: Class 20 contains 26944 members 
Mstep: Class 21 contains 4616 members 
Mstep: Class 22 contains 10559 members 
Mstep: Class 23 contains 3025 members 
Mstep: Class 24 contains 606 members 
Mstep: Class 25 contains 11481 members 
Mstep: Class 26 contains 2733 members 
Mstep: Class 27 contains 24780 members 
Mstep: Class 28 contains 6677 members 
Mstep: Class 29 contains 116949 members 
Mstep: Class 30 contains 49430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40866120.000000 Penalty: 63831.339844
Iteration 41Q: 31 clusters Score -4.086612e+07 nChanged 4674
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 18454 members 
Mstep: Class 3 contains 3276 members 
Mstep: Class 4 contains 28091 members 
Mstep: Class 5 contains 2290 members 
Mstep: Class 6 contains 3549 members 
Mstep: Class 7 contains 33416 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 15167 members 
Mstep: Class 10 contains 2625 members 
Mstep: Class 11 contains 6604 members 
Mstep: Class 12 contains 1764 members 
Mstep: Class 13 contains 10746 members 
Mstep: Class 14 contains 23412 members 
Mstep: Class 15 contains 12906 members 
Mstep: Class 16 contains 11738 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 38048 members 
Mstep: Class 20 contains 26801 members 
Mstep: Class 21 contains 4890 members 
Mstep: Class 22 contains 10632 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 636 members 
Mstep: Class 25 contains 11771 members 
Mstep: Class 26 contains 2787 members 
Mstep: Class 27 contains 24588 members 
Mstep: Class 28 contains 6743 members 
Mstep: Class 29 contains 116813 members 
Mstep: Class 30 contains 49316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867624.000000 Penalty: 63831.339844
Iteration 42Q: 31 clusters Score -4.086762e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 18454 members 
Mstep: Class 3 contains 3306 members 
Mstep: Class 4 contains 27549 members 
Mstep: Class 5 contains 2303 members 
Mstep: Class 6 contains 3567 members 
Mstep: Class 7 contains 33705 members 
Mstep: Class 8 contains 2988 members 
Mstep: Class 9 contains 15284 members 
Mstep: Class 10 contains 2659 members 
Mstep: Class 11 contains 6623 members 
Mstep: Class 12 contains 1776 members 
Mstep: Class 13 contains 10839 members 
Mstep: Class 14 contains 23277 members 
Mstep: Class 15 contains 12877 members 
Mstep: Class 16 contains 11695 members 
Mstep: Class 17 contains 5398 members 
Mstep: Class 18 contains 2437 members 
Mstep: Class 19 contains 38098 members 
Mstep: Class 20 contains 26684 members 
Mstep: Class 21 contains 5153 members 
Mstep: Class 22 contains 10640 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 655 members 
Mstep: Class 25 contains 12003 members 
Mstep: Class 26 contains 2827 members 
Mstep: Class 27 contains 24405 members 
Mstep: Class 28 contains 6759 members 
Mstep: Class 29 contains 116688 members 
Mstep: Class 30 contains 49187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868524.000000 Penalty: 63831.339844
Iteration 43Q: 31 clusters Score -4.086852e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 18458 members 
Mstep: Class 3 contains 3332 members 
Mstep: Class 4 contains 27061 members 
Mstep: Class 5 contains 2319 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 33907 members 
Mstep: Class 8 contains 2902 members 
Mstep: Class 9 contains 15391 members 
Mstep: Class 10 contains 2699 members 
Mstep: Class 11 contains 6640 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 10922 members 
Mstep: Class 14 contains 23168 members 
Mstep: Class 15 contains 12865 members 
Mstep: Class 16 contains 11662 members 
Mstep: Class 17 contains 5465 members 
Mstep: Class 18 contains 2488 members 
Mstep: Class 19 contains 38138 members 
Mstep: Class 20 contains 26574 members 
Mstep: Class 21 contains 5372 members 
Mstep: Class 22 contains 10642 members 
Mstep: Class 23 contains 3018 members 
Mstep: Class 24 contains 671 members 
Mstep: Class 25 contains 12181 members 
Mstep: Class 26 contains 2870 members 
Mstep: Class 27 contains 24328 members 
Mstep: Class 28 contains 6734 members 
Mstep: Class 29 contains 116584 members 
Mstep: Class 30 contains 49089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869336.000000 Penalty: 63831.339844
Iteration 44Q: 31 clusters Score -4.086934e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 18475 members 
Mstep: Class 3 contains 3345 members 
Mstep: Class 4 contains 26658 members 
Mstep: Class 5 contains 2316 members 
Mstep: Class 6 contains 3552 members 
Mstep: Class 7 contains 34068 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 15454 members 
Mstep: Class 10 contains 2739 members 
Mstep: Class 11 contains 6663 members 
Mstep: Class 12 contains 1783 members 
Mstep: Class 13 contains 10995 members 
Mstep: Class 14 contains 23096 members 
Mstep: Class 15 contains 12849 members 
Mstep: Class 16 contains 11652 members 
Mstep: Class 17 contains 5525 members 
Mstep: Class 18 contains 2531 members 
Mstep: Class 19 contains 38165 members 
Mstep: Class 20 contains 26494 members 
Mstep: Class 21 contains 5591 members 
Mstep: Class 22 contains 10637 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 696 members 
Mstep: Class 25 contains 12319 members 
Mstep: Class 26 contains 2889 members 
Mstep: Class 27 contains 24239 members 
Mstep: Class 28 contains 6702 members 
Mstep: Class 29 contains 116499 members 
Mstep: Class 30 contains 49005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870184.000000 Penalty: 63831.339844
Iteration 45Q: 31 clusters Score -4.087018e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18493 members 
Mstep: Class 3 contains 3354 members 
Mstep: Class 4 contains 26318 members 
Mstep: Class 5 contains 2315 members 
Mstep: Class 6 contains 3546 members 
Mstep: Class 7 contains 34180 members 
Mstep: Class 8 contains 2780 members 
Mstep: Class 9 contains 15523 members 
Mstep: Class 10 contains 2770 members 
Mstep: Class 11 contains 6681 members 
Mstep: Class 12 contains 1791 members 
Mstep: Class 13 contains 11044 members 
Mstep: Class 14 contains 23028 members 
Mstep: Class 15 contains 12832 members 
Mstep: Class 16 contains 11656 members 
Mstep: Class 17 contains 5567 members 
Mstep: Class 18 contains 2574 members 
Mstep: Class 19 contains 38196 members 
Mstep: Class 20 contains 26450 members 
Mstep: Class 21 contains 5778 members 
Mstep: Class 22 contains 10622 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 711 members 
Mstep: Class 25 contains 12416 members 
Mstep: Class 26 contains 2904 members 
Mstep: Class 27 contains 24137 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 116423 members 
Mstep: Class 30 contains 48947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870604.000000 Penalty: 63831.339844
Iteration 46Q: 31 clusters Score -4.08706e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 18507 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 26031 members 
Mstep: Class 5 contains 2305 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 34268 members 
Mstep: Class 8 contains 2731 members 
Mstep: Class 9 contains 15585 members 
Mstep: Class 10 contains 2797 members 
Mstep: Class 11 contains 6695 members 
Mstep: Class 12 contains 1794 members 
Mstep: Class 13 contains 11084 members 
Mstep: Class 14 contains 22980 members 
Mstep: Class 15 contains 12828 members 
Mstep: Class 16 contains 11654 members 
Mstep: Class 17 contains 5606 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 38232 members 
Mstep: Class 20 contains 26405 members 
Mstep: Class 21 contains 5945 members 
Mstep: Class 22 contains 10604 members 
Mstep: Class 23 contains 3014 members 
Mstep: Class 24 contains 729 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 2912 members 
Mstep: Class 27 contains 24023 members 
Mstep: Class 28 contains 6713 members 
Mstep: Class 29 contains 116356 members 
Mstep: Class 30 contains 48902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871012.000000 Penalty: 63831.339844
Iteration 47Q: 31 clusters Score -4.087101e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18519 members 
Mstep: Class 3 contains 3357 members 
Mstep: Class 4 contains 25782 members 
Mstep: Class 5 contains 2284 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 34362 members 
Mstep: Class 8 contains 2688 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 2820 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 1798 members 
Mstep: Class 13 contains 11137 members 
Mstep: Class 14 contains 22920 members 
Mstep: Class 15 contains 12819 members 
Mstep: Class 16 contains 11657 members 
Mstep: Class 17 contains 5631 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 38272 members 
Mstep: Class 20 contains 26341 members 
Mstep: Class 21 contains 6103 members 
Mstep: Class 22 contains 10587 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 750 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 2919 members 
Mstep: Class 27 contains 23943 members 
Mstep: Class 28 contains 6728 members 
Mstep: Class 29 contains 116292 members 
Mstep: Class 30 contains 48874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871364.000000 Penalty: 63831.339844
Iteration 48Q: 31 clusters Score -4.087136e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 18529 members 
Mstep: Class 3 contains 3359 members 
Mstep: Class 4 contains 25575 members 
Mstep: Class 5 contains 2275 members 
Mstep: Class 6 contains 3575 members 
Mstep: Class 7 contains 34435 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 15665 members 
Mstep: Class 10 contains 2838 members 
Mstep: Class 11 contains 6697 members 
Mstep: Class 12 contains 1805 members 
Mstep: Class 13 contains 11174 members 
Mstep: Class 14 contains 22873 members 
Mstep: Class 15 contains 12808 members 
Mstep: Class 16 contains 11649 members 
Mstep: Class 17 contains 5643 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 38308 members 
Mstep: Class 20 contains 26287 members 
Mstep: Class 21 contains 6244 members 
Mstep: Class 22 contains 10578 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 767 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 2934 members 
Mstep: Class 27 contains 23903 members 
Mstep: Class 28 contains 6734 members 
Mstep: Class 29 contains 116232 members 
Mstep: Class 30 contains 48850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871592.000000 Penalty: 63831.339844
Iteration 49Q: 31 clusters Score -4.087159e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18541 members 
Mstep: Class 3 contains 3367 members 
Mstep: Class 4 contains 25392 members 
Mstep: Class 5 contains 2256 members 
Mstep: Class 6 contains 3606 members 
Mstep: Class 7 contains 34483 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 15693 members 
Mstep: Class 10 contains 2859 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 11202 members 
Mstep: Class 14 contains 22829 members 
Mstep: Class 15 contains 12797 members 
Mstep: Class 16 contains 11643 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 38345 members 
Mstep: Class 20 contains 26243 members 
Mstep: Class 21 contains 6361 members 
Mstep: Class 22 contains 10571 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 779 members 
Mstep: Class 25 contains 12725 members 
Mstep: Class 26 contains 2949 members 
Mstep: Class 27 contains 23879 members 
Mstep: Class 28 contains 6740 members 
Mstep: Class 29 contains 116180 members 
Mstep: Class 30 contains 48826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871852.000000 Penalty: 63831.339844
Iteration 50Q: 31 clusters Score -4.087185e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 18553 members 
Mstep: Class 3 contains 3374 members 
Mstep: Class 4 contains 25222 members 
Mstep: Class 5 contains 2245 members 
Mstep: Class 6 contains 3640 members 
Mstep: Class 7 contains 34530 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 15716 members 
Mstep: Class 10 contains 2881 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 1814 members 
Mstep: Class 13 contains 11233 members 
Mstep: Class 14 contains 22793 members 
Mstep: Class 15 contains 12787 members 
Mstep: Class 16 contains 11643 members 
Mstep: Class 17 contains 5653 members 
Mstep: Class 18 contains 2616 members 
Mstep: Class 19 contains 38373 members 
Mstep: Class 20 contains 26195 members 
Mstep: Class 21 contains 6453 members 
Mstep: Class 22 contains 10544 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 786 members 
Mstep: Class 25 contains 12765 members 
Mstep: Class 26 contains 2959 members 
Mstep: Class 27 contains 23860 members 
Mstep: Class 28 contains 6758 members 
Mstep: Class 29 contains 116145 members 
Mstep: Class 30 contains 48818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872080.000000 Penalty: 63831.339844
Iteration 51Q: 31 clusters Score -4.087208e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 18562 members 
Mstep: Class 3 contains 3380 members 
Mstep: Class 4 contains 25054 members 
Mstep: Class 5 contains 2219 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 34582 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 15723 members 
Mstep: Class 10 contains 2908 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 1815 members 
Mstep: Class 13 contains 11263 members 
Mstep: Class 14 contains 22762 members 
Mstep: Class 15 contains 12779 members 
Mstep: Class 16 contains 11644 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 38394 members 
Mstep: Class 20 contains 26154 members 
Mstep: Class 21 contains 6528 members 
Mstep: Class 22 contains 10523 members 
Mstep: Class 23 contains 3015 members 
Mstep: Class 24 contains 792 members 
Mstep: Class 25 contains 12813 members 
Mstep: Class 26 contains 2963 members 
Mstep: Class 27 contains 23865 members 
Mstep: Class 28 contains 6787 members 
Mstep: Class 29 contains 116110 members 
Mstep: Class 30 contains 48810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872320.000000 Penalty: 63831.339844
Iteration 52Q: 31 clusters Score -4.087232e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 18565 members 
Mstep: Class 3 contains 3388 members 
Mstep: Class 4 contains 24894 members 
Mstep: Class 5 contains 2192 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 34612 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 15734 members 
Mstep: Class 10 contains 2917 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 1820 members 
Mstep: Class 13 contains 11298 members 
Mstep: Class 14 contains 22730 members 
Mstep: Class 15 contains 12773 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 5656 members 
Mstep: Class 18 contains 2617 members 
Mstep: Class 19 contains 38419 members 
Mstep: Class 20 contains 26121 members 
Mstep: Class 21 contains 6597 members 
Mstep: Class 22 contains 10508 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 803 members 
Mstep: Class 25 contains 12862 members 
Mstep: Class 26 contains 2970 members 
Mstep: Class 27 contains 23893 members 
Mstep: Class 28 contains 6790 members 
Mstep: Class 29 contains 116078 members 
Mstep: Class 30 contains 48801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872452.000000 Penalty: 63831.339844
Iteration 53Q: 31 clusters Score -4.087245e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18568 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 24757 members 
Mstep: Class 5 contains 2163 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 34626 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 15736 members 
Mstep: Class 10 contains 2930 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 11337 members 
Mstep: Class 14 contains 22707 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 11641 members 
Mstep: Class 17 contains 5649 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 38436 members 
Mstep: Class 20 contains 26090 members 
Mstep: Class 21 contains 6658 members 
Mstep: Class 22 contains 10488 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 812 members 
Mstep: Class 25 contains 12907 members 
Mstep: Class 26 contains 2984 members 
Mstep: Class 27 contains 23908 members 
Mstep: Class 28 contains 6810 members 
Mstep: Class 29 contains 116059 members 
Mstep: Class 30 contains 48780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872636.000000 Penalty: 63831.339844
Iteration 54Q: 31 clusters Score -4.087264e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 18572 members 
Mstep: Class 3 contains 3413 members 
Mstep: Class 4 contains 24632 members 
Mstep: Class 5 contains 2145 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 34637 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 15737 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 6700 members 
Mstep: Class 12 contains 1823 members 
Mstep: Class 13 contains 11371 members 
Mstep: Class 14 contains 22693 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 11642 members 
Mstep: Class 17 contains 5651 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 38459 members 
Mstep: Class 20 contains 26059 members 
Mstep: Class 21 contains 6711 members 
Mstep: Class 22 contains 10473 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 814 members 
Mstep: Class 25 contains 12942 members 
Mstep: Class 26 contains 2995 members 
Mstep: Class 27 contains 23924 members 
Mstep: Class 28 contains 6833 members 
Mstep: Class 29 contains 116030 members 
Mstep: Class 30 contains 48766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872784.000000 Penalty: 63831.339844
Iteration 55Q: 31 clusters Score -4.087278e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 18576 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 24518 members 
Mstep: Class 5 contains 2129 members 
Mstep: Class 6 contains 3929 members 
Mstep: Class 7 contains 34655 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 15727 members 
Mstep: Class 10 contains 2958 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 1825 members 
Mstep: Class 13 contains 11409 members 
Mstep: Class 14 contains 22677 members 
Mstep: Class 15 contains 12764 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 38480 members 
Mstep: Class 20 contains 26028 members 
Mstep: Class 21 contains 6755 members 
Mstep: Class 22 contains 10447 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 820 members 
Mstep: Class 25 contains 12969 members 
Mstep: Class 26 contains 3007 members 
Mstep: Class 27 contains 23939 members 
Mstep: Class 28 contains 6853 members 
Mstep: Class 29 contains 116007 members 
Mstep: Class 30 contains 48758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872896.000000 Penalty: 63831.339844
Iteration 56Q: 31 clusters Score -4.08729e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 18578 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 24383 members 
Mstep: Class 5 contains 2113 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 34668 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 15728 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 6709 members 
Mstep: Class 12 contains 1821 members 
Mstep: Class 13 contains 11449 members 
Mstep: Class 14 contains 22670 members 
Mstep: Class 15 contains 12765 members 
Mstep: Class 16 contains 11640 members 
Mstep: Class 17 contains 5648 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 38503 members 
Mstep: Class 20 contains 26002 members 
Mstep: Class 21 contains 6790 members 
Mstep: Class 22 contains 10430 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 824 members 
Mstep: Class 25 contains 12993 members 
Mstep: Class 26 contains 3020 members 
Mstep: Class 27 contains 23981 members 
Mstep: Class 28 contains 6866 members 
Mstep: Class 29 contains 115977 members 
Mstep: Class 30 contains 48745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873064.000000 Penalty: 63831.339844
Iteration 57Q: 31 clusters Score -4.087306e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 18579 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 24247 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 4047 members 
Mstep: Class 7 contains 34697 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 15734 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 11477 members 
Mstep: Class 14 contains 22656 members 
Mstep: Class 15 contains 12762 members 
Mstep: Class 16 contains 11639 members 
Mstep: Class 17 contains 5645 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 38524 members 
Mstep: Class 20 contains 25972 members 
Mstep: Class 21 contains 6831 members 
Mstep: Class 22 contains 10417 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 827 members 
Mstep: Class 25 contains 13012 members 
Mstep: Class 26 contains 3034 members 
Mstep: Class 27 contains 24025 members 
Mstep: Class 28 contains 6870 members 
Mstep: Class 29 contains 115948 members 
Mstep: Class 30 contains 48740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873000.000000 Penalty: 63831.339844
Iteration 58Q: 31 clusters Score -4.0873e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 18581 members 
Mstep: Class 3 contains 3435 members 
Mstep: Class 4 contains 24137 members 
Mstep: Class 5 contains 2117 members 
Mstep: Class 6 contains 4087 members 
Mstep: Class 7 contains 34712 members 
Mstep: Class 8 contains 2431 members 
Mstep: Class 9 contains 15741 members 
Mstep: Class 10 contains 2982 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 1827 members 
Mstep: Class 13 contains 11498 members 
Mstep: Class 14 contains 22644 members 
Mstep: Class 15 contains 12759 members 
Mstep: Class 16 contains 11632 members 
Mstep: Class 17 contains 5646 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 38550 members 
Mstep: Class 20 contains 25949 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 10410 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 829 members 
Mstep: Class 25 contains 13032 members 
Mstep: Class 26 contains 3047 members 
Mstep: Class 27 contains 24043 members 
Mstep: Class 28 contains 6890 members 
Mstep: Class 29 contains 115912 members 
Mstep: Class 30 contains 48736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873028.000000 Penalty: 63831.339844
Iteration 59Q: 31 clusters Score -4.087303e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 18582 members 
Mstep: Class 3 contains 3439 members 
Mstep: Class 4 contains 24030 members 
Mstep: Class 5 contains 2113 members 
Mstep: Class 6 contains 4110 members 
Mstep: Class 7 contains 34732 members 
Mstep: Class 8 contains 2427 members 
Mstep: Class 9 contains 15756 members 
Mstep: Class 10 contains 2986 members 
Mstep: Class 11 contains 6719 members 
Mstep: Class 12 contains 1831 members 
Mstep: Class 13 contains 11520 members 
Mstep: Class 14 contains 22631 members 
Mstep: Class 15 contains 12761 members 
Mstep: Class 16 contains 11625 members 
Mstep: Class 17 contains 5652 members 
Mstep: Class 18 contains 2604 members 
Mstep: Class 19 contains 38569 members 
Mstep: Class 20 contains 25926 members 
Mstep: Class 21 contains 6906 members 
Mstep: Class 22 contains 10407 members 
Mstep: Class 23 contains 3017 members 
Mstep: Class 24 contains 828 members 
Mstep: Class 25 contains 13044 members 
Mstep: Class 26 contains 3063 members 
Mstep: Class 27 contains 24046 members 
Mstep: Class 28 contains 6905 members 
Mstep: Class 29 contains 115889 members 
Mstep: Class 30 contains 48733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873472.000000 Penalty: 63831.339844
Iteration 60F: 31 clusters Score -4.087347e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 18583 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 23932 members 
Mstep: Class 5 contains 2118 members 
Mstep: Class 6 contains 4207 members 
Mstep: Class 7 contains 34751 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 15770 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 1833 members 
Mstep: Class 13 contains 11553 members 
Mstep: Class 14 contains 22610 members 
Mstep: Class 15 contains 12758 members 
Mstep: Class 16 contains 11623 members 
Mstep: Class 17 contains 5657 members 
Mstep: Class 18 contains 2602 members 
Mstep: Class 19 contains 38589 members 
Mstep: Class 20 contains 25886 members 
Mstep: Class 21 contains 6951 members 
Mstep: Class 22 contains 10389 members 
Mstep: Class 23 contains 3016 members 
Mstep: Class 24 contains 841 members 
Mstep: Class 25 contains 13055 members 
Mstep: Class 26 contains 3082 members 
Mstep: Class 27 contains 24058 members 
Mstep: Class 28 contains 6915 members 
Mstep: Class 29 contains 115867 members 
Mstep: Class 30 contains 48737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873988.000000 Penalty: 63831.339844
Iteration 61Q: 31 clusters Score -4.087399e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 18584 members 
Mstep: Class 3 contains 3450 members 
Mstep: Class 4 contains 23840 members 
Mstep: Class 5 contains 2103 members 
Mstep: Class 6 contains 4257 members 
Mstep: Class 7 contains 34768 members 
Mstep: Class 8 contains 2390 members 
Mstep: Class 9 contains 15776 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 1838 members 
Mstep: Class 13 contains 11586 members 
Mstep: Class 14 contains 22595 members 
Mstep: Class 15 contains 12757 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 5663 members 
Mstep: Class 18 contains 2597 members 
Mstep: Class 19 contains 38603 members 
Mstep: Class 20 contains 25850 members 
Mstep: Class 21 contains 6995 members 
Mstep: Class 22 contains 10379 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 855 members 
Mstep: Class 25 contains 13066 members 
Mstep: Class 26 contains 3101 members 
Mstep: Class 27 contains 24079 members 
Mstep: Class 28 contains 6927 members 
Mstep: Class 29 contains 115836 members 
Mstep: Class 30 contains 48732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874140.000000 Penalty: 63831.339844
Iteration 62Q: 31 clusters Score -4.087414e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 18585 members 
Mstep: Class 3 contains 3457 members 
Mstep: Class 4 contains 23745 members 
Mstep: Class 5 contains 2087 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 34796 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 15782 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 6710 members 
Mstep: Class 12 contains 1840 members 
Mstep: Class 13 contains 11626 members 
Mstep: Class 14 contains 22575 members 
Mstep: Class 15 contains 12755 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 5666 members 
Mstep: Class 18 contains 2598 members 
Mstep: Class 19 contains 38618 members 
Mstep: Class 20 contains 25812 members 
Mstep: Class 21 contains 7041 members 
Mstep: Class 22 contains 10360 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 867 members 
Mstep: Class 25 contains 13077 members 
Mstep: Class 26 contains 3114 members 
Mstep: Class 27 contains 24090 members 
Mstep: Class 28 contains 6933 members 
Mstep: Class 29 contains 115814 members 
Mstep: Class 30 contains 48732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874320.000000 Penalty: 63831.339844
Iteration 63Q: 31 clusters Score -4.087432e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 18591 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 23660 members 
Mstep: Class 5 contains 2071 members 
Mstep: Class 6 contains 4286 members 
Mstep: Class 7 contains 34816 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 15788 members 
Mstep: Class 10 contains 2974 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 1846 members 
Mstep: Class 13 contains 11655 members 
Mstep: Class 14 contains 22557 members 
Mstep: Class 15 contains 12752 members 
Mstep: Class 16 contains 11622 members 
Mstep: Class 17 contains 5673 members 
Mstep: Class 18 contains 2596 members 
Mstep: Class 19 contains 38632 members 
Mstep: Class 20 contains 25776 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 10358 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 881 members 
Mstep: Class 25 contains 13092 members 
Mstep: Class 26 contains 3125 members 
Mstep: Class 27 contains 24100 members 
Mstep: Class 28 contains 6939 members 
Mstep: Class 29 contains 115793 members 
Mstep: Class 30 contains 48732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874336.000000 Penalty: 63831.339844
Iteration 64Q: 31 clusters Score -4.087434e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 18597 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 23595 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 4305 members 
Mstep: Class 7 contains 34829 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 15790 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 6705 members 
Mstep: Class 12 contains 1847 members 
Mstep: Class 13 contains 11681 members 
Mstep: Class 14 contains 22545 members 
Mstep: Class 15 contains 12750 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 38642 members 
Mstep: Class 20 contains 25745 members 
Mstep: Class 21 contains 7111 members 
Mstep: Class 22 contains 10354 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 890 members 
Mstep: Class 25 contains 13110 members 
Mstep: Class 26 contains 3136 members 
Mstep: Class 27 contains 24113 members 
Mstep: Class 28 contains 6932 members 
Mstep: Class 29 contains 115770 members 
Mstep: Class 30 contains 48731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874324.000000 Penalty: 63831.339844
Iteration 65Q: 31 clusters Score -4.087432e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 18601 members 
Mstep: Class 3 contains 3462 members 
Mstep: Class 4 contains 23539 members 
Mstep: Class 5 contains 2038 members 
Mstep: Class 6 contains 4312 members 
Mstep: Class 7 contains 34847 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 15796 members 
Mstep: Class 10 contains 2973 members 
Mstep: Class 11 contains 6702 members 
Mstep: Class 12 contains 1849 members 
Mstep: Class 13 contains 11704 members 
Mstep: Class 14 contains 22538 members 
Mstep: Class 15 contains 12748 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 38639 members 
Mstep: Class 20 contains 25717 members 
Mstep: Class 21 contains 7153 members 
Mstep: Class 22 contains 10352 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 898 members 
Mstep: Class 25 contains 13122 members 
Mstep: Class 26 contains 3146 members 
Mstep: Class 27 contains 24114 members 
Mstep: Class 28 contains 6923 members 
Mstep: Class 29 contains 115758 members 
Mstep: Class 30 contains 48728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874288.000000 Penalty: 63831.339844
Iteration 66Q: 31 clusters Score -4.087429e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 18607 members 
Mstep: Class 3 contains 3461 members 
Mstep: Class 4 contains 23497 members 
Mstep: Class 5 contains 2022 members 
Mstep: Class 6 contains 4318 members 
Mstep: Class 7 contains 34860 members 
Mstep: Class 8 contains 2350 members 
Mstep: Class 9 contains 15800 members 
Mstep: Class 10 contains 2970 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 1851 members 
Mstep: Class 13 contains 11728 members 
Mstep: Class 14 contains 22521 members 
Mstep: Class 15 contains 12745 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 5680 members 
Mstep: Class 18 contains 2603 members 
Mstep: Class 19 contains 38641 members 
Mstep: Class 20 contains 25694 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 10348 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 904 members 
Mstep: Class 25 contains 13132 members 
Mstep: Class 26 contains 3155 members 
Mstep: Class 27 contains 24104 members 
Mstep: Class 28 contains 6927 members 
Mstep: Class 29 contains 115743 members 
Mstep: Class 30 contains 48721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874436.000000 Penalty: 63831.339844
Iteration 67Q: 31 clusters Score -4.087444e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 18611 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 23449 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 4322 members 
Mstep: Class 7 contains 34868 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 2972 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 1854 members 
Mstep: Class 13 contains 11753 members 
Mstep: Class 14 contains 22512 members 
Mstep: Class 15 contains 12742 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 2605 members 
Mstep: Class 19 contains 38644 members 
Mstep: Class 20 contains 25667 members 
Mstep: Class 21 contains 7244 members 
Mstep: Class 22 contains 10342 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 916 members 
Mstep: Class 25 contains 13141 members 
Mstep: Class 26 contains 3160 members 
Mstep: Class 27 contains 24104 members 
Mstep: Class 28 contains 6926 members 
Mstep: Class 29 contains 115725 members 
Mstep: Class 30 contains 48720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874488.000000 Penalty: 63831.339844
Iteration 68Q: 31 clusters Score -4.087449e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 18615 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 23388 members 
Mstep: Class 5 contains 1977 members 
Mstep: Class 6 contains 4326 members 
Mstep: Class 7 contains 34892 members 
Mstep: Class 8 contains 2345 members 
Mstep: Class 9 contains 15792 members 
Mstep: Class 10 contains 2975 members 
Mstep: Class 11 contains 6711 members 
Mstep: Class 12 contains 1857 members 
Mstep: Class 13 contains 11767 members 
Mstep: Class 14 contains 22496 members 
Mstep: Class 15 contains 12738 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5679 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 38645 members 
Mstep: Class 20 contains 25647 members 
Mstep: Class 21 contains 7292 members 
Mstep: Class 22 contains 10338 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 927 members 
Mstep: Class 25 contains 13148 members 
Mstep: Class 26 contains 3170 members 
Mstep: Class 27 contains 24095 members 
Mstep: Class 28 contains 6932 members 
Mstep: Class 29 contains 115706 members 
Mstep: Class 30 contains 48724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874468.000000 Penalty: 63831.339844
Iteration 69Q: 31 clusters Score -4.087447e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 3463 members 
Mstep: Class 4 contains 23323 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 4329 members 
Mstep: Class 7 contains 34909 members 
Mstep: Class 8 contains 2342 members 
Mstep: Class 9 contains 15799 members 
Mstep: Class 10 contains 2979 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 1863 members 
Mstep: Class 13 contains 11778 members 
Mstep: Class 14 contains 22490 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 16 contains 11610 members 
Mstep: Class 17 contains 5674 members 
Mstep: Class 18 contains 2609 members 
Mstep: Class 19 contains 38644 members 
Mstep: Class 20 contains 25636 members 
Mstep: Class 21 contains 7341 members 
Mstep: Class 22 contains 10340 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 926 members 
Mstep: Class 25 contains 13157 members 
Mstep: Class 26 contains 3180 members 
Mstep: Class 27 contains 24084 members 
Mstep: Class 28 contains 6925 members 
Mstep: Class 29 contains 115697 members 
Mstep: Class 30 contains 48717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874564.000000 Penalty: 63831.339844
Iteration 70Q: 31 clusters Score -4.087456e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 18619 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 23265 members 
Mstep: Class 5 contains 1961 members 
Mstep: Class 6 contains 4332 members 
Mstep: Class 7 contains 34925 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 2984 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 1867 members 
Mstep: Class 13 contains 11795 members 
Mstep: Class 14 contains 22477 members 
Mstep: Class 15 contains 12733 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 5675 members 
Mstep: Class 18 contains 2612 members 
Mstep: Class 19 contains 38645 members 
Mstep: Class 20 contains 25625 members 
Mstep: Class 21 contains 7408 members 
Mstep: Class 22 contains 10333 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 931 members 
Mstep: Class 25 contains 13162 members 
Mstep: Class 26 contains 3189 members 
Mstep: Class 27 contains 24056 members 
Mstep: Class 28 contains 6920 members 
Mstep: Class 29 contains 115690 members 
Mstep: Class 30 contains 48713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874600.000000 Penalty: 63831.339844
Iteration 71Q: 31 clusters Score -4.08746e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 18618 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 23205 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 4335 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 2337 members 
Mstep: Class 9 contains 15800 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 6718 members 
Mstep: Class 12 contains 1870 members 
Mstep: Class 13 contains 11805 members 
Mstep: Class 14 contains 22469 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 11612 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 2611 members 
Mstep: Class 19 contains 38643 members 
Mstep: Class 20 contains 25616 members 
Mstep: Class 21 contains 7479 members 
Mstep: Class 22 contains 10329 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 937 members 
Mstep: Class 25 contains 13169 members 
Mstep: Class 26 contains 3205 members 
Mstep: Class 27 contains 24040 members 
Mstep: Class 28 contains 6906 members 
Mstep: Class 29 contains 115680 members 
Mstep: Class 30 contains 48712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874644.000000 Penalty: 63831.339844
Iteration 72Q: 31 clusters Score -4.087464e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 23146 members 
Mstep: Class 5 contains 1950 members 
Mstep: Class 6 contains 4338 members 
Mstep: Class 7 contains 34949 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15801 members 
Mstep: Class 10 contains 2980 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 11810 members 
Mstep: Class 14 contains 22464 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 11616 members 
Mstep: Class 17 contains 5672 members 
Mstep: Class 18 contains 2610 members 
Mstep: Class 19 contains 38647 members 
Mstep: Class 20 contains 25614 members 
Mstep: Class 21 contains 7564 members 
Mstep: Class 22 contains 10322 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 935 members 
Mstep: Class 25 contains 13173 members 
Mstep: Class 26 contains 3211 members 
Mstep: Class 27 contains 24027 members 
Mstep: Class 28 contains 6881 members 
Mstep: Class 29 contains 115668 members 
Mstep: Class 30 contains 48710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874680.000000 Penalty: 63831.339844
Iteration 73Q: 31 clusters Score -4.087468e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 23092 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 4340 members 
Mstep: Class 7 contains 34959 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15800 members 
Mstep: Class 10 contains 2989 members 
Mstep: Class 11 contains 6723 members 
Mstep: Class 12 contains 1873 members 
Mstep: Class 13 contains 11820 members 
Mstep: Class 14 contains 22456 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 17 contains 5673 members 
Mstep: Class 18 contains 2614 members 
Mstep: Class 19 contains 38656 members 
Mstep: Class 20 contains 25605 members 
Mstep: Class 21 contains 7671 members 
Mstep: Class 22 contains 10308 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 938 members 
Mstep: Class 25 contains 13176 members 
Mstep: Class 26 contains 3221 members 
Mstep: Class 27 contains 24001 members 
Mstep: Class 28 contains 6841 members 
Mstep: Class 29 contains 115649 members 
Mstep: Class 30 contains 48710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874756.000000 Penalty: 63831.339844
Iteration 74Q: 31 clusters Score -4.087476e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3464 members 
Mstep: Class 4 contains 23043 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 4342 members 
Mstep: Class 7 contains 34974 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 2988 members 
Mstep: Class 11 contains 6724 members 
Mstep: Class 12 contains 1877 members 
Mstep: Class 13 contains 11827 members 
Mstep: Class 14 contains 22457 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 11614 members 
Mstep: Class 17 contains 5677 members 
Mstep: Class 18 contains 2615 members 
Mstep: Class 19 contains 38663 members 
Mstep: Class 20 contains 25596 members 
Mstep: Class 21 contains 7813 members 
Mstep: Class 22 contains 10301 members 
Mstep: Class 23 contains 3007 members 
Mstep: Class 24 contains 943 members 
Mstep: Class 25 contains 13178 members 
Mstep: Class 26 contains 3228 members 
Mstep: Class 27 contains 23957 members 
Mstep: Class 28 contains 6774 members 
Mstep: Class 29 contains 115640 members 
Mstep: Class 30 contains 48710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874932.000000 Penalty: 63831.339844
Iteration 75Q: 31 clusters Score -4.087493e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 18620 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22994 members 
Mstep: Class 5 contains 1932 members 
Mstep: Class 6 contains 4345 members 
Mstep: Class 7 contains 34989 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 2993 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 1879 members 
Mstep: Class 13 contains 11839 members 
Mstep: Class 14 contains 22463 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 38666 members 
Mstep: Class 20 contains 25582 members 
Mstep: Class 21 contains 7959 members 
Mstep: Class 22 contains 10297 members 
Mstep: Class 23 contains 3008 members 
Mstep: Class 24 contains 947 members 
Mstep: Class 25 contains 13178 members 
Mstep: Class 26 contains 3234 members 
Mstep: Class 27 contains 23903 members 
Mstep: Class 28 contains 6696 members 
Mstep: Class 29 contains 115633 members 
Mstep: Class 30 contains 48707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874876.000000 Penalty: 63831.339844
Iteration 76Q: 31 clusters Score -4.087488e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22942 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 4349 members 
Mstep: Class 7 contains 35005 members 
Mstep: Class 8 contains 2334 members 
Mstep: Class 9 contains 15795 members 
Mstep: Class 10 contains 2996 members 
Mstep: Class 11 contains 6721 members 
Mstep: Class 12 contains 1882 members 
Mstep: Class 13 contains 11848 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12731 members 
Mstep: Class 16 contains 11613 members 
Mstep: Class 17 contains 5682 members 
Mstep: Class 18 contains 2626 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25576 members 
Mstep: Class 21 contains 8085 members 
Mstep: Class 22 contains 10296 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 950 members 
Mstep: Class 25 contains 13183 members 
Mstep: Class 26 contains 3237 members 
Mstep: Class 27 contains 23868 members 
Mstep: Class 28 contains 6622 members 
Mstep: Class 29 contains 115618 members 
Mstep: Class 30 contains 48708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874920.000000 Penalty: 63831.339844
Iteration 77Q: 31 clusters Score -4.087492e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 18620 members 
Mstep: Class 3 contains 3466 members 
Mstep: Class 4 contains 22891 members 
Mstep: Class 5 contains 1928 members 
Mstep: Class 6 contains 4353 members 
Mstep: Class 7 contains 35021 members 
Mstep: Class 8 contains 2333 members 
Mstep: Class 9 contains 15797 members 
Mstep: Class 10 contains 3006 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 1884 members 
Mstep: Class 13 contains 11852 members 
Mstep: Class 14 contains 22473 members 
Mstep: Class 15 contains 12730 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5678 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25568 members 
Mstep: Class 21 contains 8234 members 
Mstep: Class 22 contains 10289 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 952 members 
Mstep: Class 25 contains 13188 members 
Mstep: Class 26 contains 3241 members 
Mstep: Class 27 contains 23840 members 
Mstep: Class 28 contains 6534 members 
Mstep: Class 29 contains 115604 members 
Mstep: Class 30 contains 48708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874956.000000 Penalty: 63831.339844
Iteration 78Q: 31 clusters Score -4.087496e+07 nChanged 434
Entering ConstructFrom: 
Score: -40874956.000000 Penalty: 63831.339844
Entering ConstructFrom: 
Trying to split cluster 1 (4982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Entering Unmasked Estep 
Score: -399652.500000 Penalty: 1383.457886
	Iteration 0F: 2 clusters Score -399652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -395697.187500 Penalty: 2766.915771
	Iteration 0F: 3 clusters Score -395697.2 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -397280.062500 Penalty: 2766.915771
	Iteration 1F: 3 clusters Score -397280.1 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -398330.968750 Penalty: 2766.915771
	Iteration 2F: 3 clusters Score -398331 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -399409.843750 Penalty: 2766.915771
	Iteration 3F: 3 clusters Score -399409.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -400199.531250 Penalty: 2766.915771
	Iteration 4F: 3 clusters Score -400199.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -400827.625000 Penalty: 2766.915771
	Iteration 5F: 3 clusters Score -400827.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -401411.468750 Penalty: 2766.915771
	Iteration 6Q: 3 clusters Score -401411.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -401724.687500 Penalty: 2766.915771
	Iteration 7Q: 3 clusters Score -401724.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -401848.781250 Penalty: 2766.915771
	Iteration 8Q: 3 clusters Score -401848.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -401859.968750 Penalty: 2766.915771
	Iteration 9Q: 3 clusters Score -401860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -401860.687500 Penalty: 2766.915771
	Iteration 10Q: 3 clusters Score -401860.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -401860.875000 Penalty: 2766.915771
	Iteration 11Q: 3 clusters Score -401860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -401860.593750 Penalty: 2766.915771
	Iteration 12Q: 3 clusters Score -401860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -401860.593750 Penalty: 2766.915771
	Iteration 13F: 3 clusters Score -401860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 4357 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Entering Unmasked Estep 
Score: -40876500.000000 Penalty: 65959.046875
Splitting cluster 1 changes total score from -40874956.000000 to -40876500.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 2 (18621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Entering Unmasked Estep 
Score: -1650376.500000 Penalty: 1597.707397
	Iteration 0F: 2 clusters Score -1650376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1637665.625000 Penalty: 3195.414795
	Iteration 0F: 3 clusters Score -1637666 nChanged 8311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1642253.750000 Penalty: 3195.414795
	Iteration 1F: 3 clusters Score -1642254 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1642806.500000 Penalty: 3195.414795
	Iteration 2F: 3 clusters Score -1642806 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1643642.375000 Penalty: 3195.414795
	Iteration 3F: 3 clusters Score -1643642 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1644874.250000 Penalty: 3195.414795
	Iteration 4F: 3 clusters Score -1644874 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1646299.000000 Penalty: 3195.414795
	Iteration 5F: 3 clusters Score -1646299 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1647437.500000 Penalty: 3195.414795
	Iteration 6F: 3 clusters Score -1647438 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1648189.000000 Penalty: 3195.414795
	Iteration 7F: 3 clusters Score -1648189 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1648599.500000 Penalty: 3195.414795
	Iteration 8Q: 3 clusters Score -1648600 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1648836.500000 Penalty: 3195.414795
	Iteration 9Q: 3 clusters Score -1648836 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1648988.250000 Penalty: 3195.414795
	Iteration 10Q: 3 clusters Score -1648988 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1649099.500000 Penalty: 3195.414795
	Iteration 11Q: 3 clusters Score -1649100 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1649185.875000 Penalty: 3195.414795
	Iteration 12Q: 3 clusters Score -1649186 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1649243.750000 Penalty: 3195.414795
	Iteration 13Q: 3 clusters Score -1649244 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1649286.375000 Penalty: 3195.414795
	Iteration 14Q: 3 clusters Score -1649286 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1649324.375000 Penalty: 3195.414795
	Iteration 15Q: 3 clusters Score -1649324 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1649351.375000 Penalty: 3195.414795
	Iteration 16Q: 3 clusters Score -1649351 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1649371.125000 Penalty: 3195.414795
	Iteration 17Q: 3 clusters Score -1649371 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1649393.750000 Penalty: 3195.414795
	Iteration 18Q: 3 clusters Score -1649394 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1649421.500000 Penalty: 3195.414795
	Iteration 19Q: 3 clusters Score -1649422 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1649440.875000 Penalty: 3195.414795
	Iteration 20F: 3 clusters Score -1649441 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1649452.875000 Penalty: 3195.414795
	Iteration 21Q: 3 clusters Score -1649453 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1649461.375000 Penalty: 3195.414795
	Iteration 22Q: 3 clusters Score -1649461 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1649474.625000 Penalty: 3195.414795
	Iteration 23Q: 3 clusters Score -1649475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1649480.625000 Penalty: 3195.414795
	Iteration 24Q: 3 clusters Score -1649481 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1649486.500000 Penalty: 3195.414795
	Iteration 25Q: 3 clusters Score -1649486 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1649496.750000 Penalty: 3195.414795
	Iteration 26Q: 3 clusters Score -1649497 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1649496.125000 Penalty: 3195.414795
	Iteration 27Q: 3 clusters Score -1649496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1649505.000000 Penalty: 3195.414795
	Iteration 28Q: 3 clusters Score -1649505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1649505.750000 Penalty: 3195.414795
	Iteration 29Q: 3 clusters Score -1649506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1649513.125000 Penalty: 3195.414795
	Iteration 30Q: 3 clusters Score -1649513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1649514.750000 Penalty: 3195.414795
	Iteration 31Q: 3 clusters Score -1649515 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1649517.875000 Penalty: 3195.414795
	Iteration 32Q: 3 clusters Score -1649518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1649521.500000 Penalty: 3195.414795
	Iteration 33Q: 3 clusters Score -1649522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1649523.000000 Penalty: 3195.414795
	Iteration 34Q: 3 clusters Score -1649523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1649524.250000 Penalty: 3195.414795
	Iteration 35Q: 3 clusters Score -1649524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1649529.125000 Penalty: 3195.414795
	Iteration 36Q: 3 clusters Score -1649529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1649532.500000 Penalty: 3195.414795
	Iteration 37Q: 3 clusters Score -1649532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1649533.625000 Penalty: 3195.414795
	Iteration 38Q: 3 clusters Score -1649534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1649531.125000 Penalty: 3195.414795
	Iteration 39Q: 3 clusters Score -1649531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1649532.625000 Penalty: 3195.414795
	Iteration 40F: 3 clusters Score -1649533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1649530.125000 Penalty: 3195.414795
	Iteration 41Q: 3 clusters Score -1649530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1649532.375000 Penalty: 3195.414795
	Iteration 42Q: 3 clusters Score -1649532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1649536.500000 Penalty: 3195.414795
	Iteration 43Q: 3 clusters Score -1649536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1649540.625000 Penalty: 3195.414795
	Iteration 44Q: 3 clusters Score -1649541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1649541.750000 Penalty: 3195.414795
	Iteration 45Q: 3 clusters Score -1649542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1649542.500000 Penalty: 3195.414795
	Iteration 46Q: 3 clusters Score -1649542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1649543.125000 Penalty: 3195.414795
	Iteration 47Q: 3 clusters Score -1649543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1649543.750000 Penalty: 3195.414795
	Iteration 48Q: 3 clusters Score -1649544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1649540.125000 Penalty: 3195.414795
	Iteration 49Q: 3 clusters Score -1649540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1649543.625000 Penalty: 3195.414795
	Iteration 50Q: 3 clusters Score -1649544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1649544.000000 Penalty: 3195.414795
	Iteration 51Q: 3 clusters Score -1649544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1649544.000000 Penalty: 3195.414795
	Iteration 52Q: 3 clusters Score -1649544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1649547.500000 Penalty: 3195.414795
	Iteration 53Q: 3 clusters Score -1649548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1649545.750000 Penalty: 3195.414795
	Iteration 54Q: 3 clusters Score -1649546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1649545.750000 Penalty: 3195.414795
	Iteration 55Q: 3 clusters Score -1649546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1649545.750000 Penalty: 3195.414795
	Iteration 56F: 3 clusters Score -1649546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Entering Unmasked Estep 
Score: -297402.843750 Penalty: 1324.451050
	Iteration 0F: 2 clusters Score -297402.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -294389.312500 Penalty: 2648.902100
	Iteration 0F: 3 clusters Score -294389.3 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -295195.718750 Penalty: 2648.902100
	Iteration 1F: 3 clusters Score -295195.7 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -295424.656250 Penalty: 2648.902100
	Iteration 2F: 3 clusters Score -295424.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -295734.531250 Penalty: 2648.902100
	Iteration 3F: 3 clusters Score -295734.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -296021.718750 Penalty: 2648.902100
	Iteration 4F: 3 clusters Score -296021.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -296257.718750 Penalty: 2648.902100
	Iteration 5F: 3 clusters Score -296257.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -296451.562500 Penalty: 2648.902100
	Iteration 6F: 3 clusters Score -296451.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -296566.937500 Penalty: 2648.902100
	Iteration 7Q: 3 clusters Score -296566.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -296644.656250 Penalty: 2648.902100
	Iteration 8Q: 3 clusters Score -296644.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -296695.093750 Penalty: 2648.902100
	Iteration 9Q: 3 clusters Score -296695.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -296719.968750 Penalty: 2648.902100
	Iteration 10Q: 3 clusters Score -296720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -296734.125000 Penalty: 2648.902100
	Iteration 11Q: 3 clusters Score -296734.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -296740.312500 Penalty: 2648.902100
	Iteration 12Q: 3 clusters Score -296740.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -296749.406250 Penalty: 2648.902100
	Iteration 13Q: 3 clusters Score -296749.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -296755.125000 Penalty: 2648.902100
	Iteration 14Q: 3 clusters Score -296755.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -296759.406250 Penalty: 2648.902100
	Iteration 15Q: 3 clusters Score -296759.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -296762.312500 Penalty: 2648.902100
	Iteration 16Q: 3 clusters Score -296762.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -296765.406250 Penalty: 2648.902100
	Iteration 17Q: 3 clusters Score -296765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -296766.937500 Penalty: 2648.902100
	Iteration 18Q: 3 clusters Score -296766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -296767.375000 Penalty: 2648.902100
	Iteration 19Q: 3 clusters Score -296767.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -296768.468750 Penalty: 2648.902100
	Iteration 20F: 3 clusters Score -296768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (22849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Entering Unmasked Estep 
Score: -1990631.125000 Penalty: 1630.957764
	Iteration 0F: 2 clusters Score -1990631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1975151.125000 Penalty: 3261.915527
	Iteration 0F: 3 clusters Score -1975151 nChanged 10407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1981175.250000 Penalty: 3261.915527
	Iteration 1F: 3 clusters Score -1981175 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1981678.750000 Penalty: 3261.915527
	Iteration 2F: 3 clusters Score -1981679 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -1982217.750000 Penalty: 3261.915527
	Iteration 3Q: 3 clusters Score -1982218 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1982815.000000 Penalty: 3261.915527
	Iteration 4Q: 3 clusters Score -1982815 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1983495.500000 Penalty: 3261.915527
	Iteration 5F: 3 clusters Score -1983496 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -1984284.250000 Penalty: 3261.915527
	Iteration 6F: 3 clusters Score -1984284 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1985228.875000 Penalty: 3261.915527
	Iteration 7F: 3 clusters Score -1985229 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -1986239.500000 Penalty: 3261.915527
	Iteration 8F: 3 clusters Score -1986240 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1987076.750000 Penalty: 3261.915527
	Iteration 9F: 3 clusters Score -1987077 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -1987701.000000 Penalty: 3261.915527
	Iteration 10Q: 3 clusters Score -1987701 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1988146.625000 Penalty: 3261.915527
	Iteration 11Q: 3 clusters Score -1988147 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1988534.875000 Penalty: 3261.915527
	Iteration 12Q: 3 clusters Score -1988535 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1988853.125000 Penalty: 3261.915527
	Iteration 13Q: 3 clusters Score -1988853 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -1989136.750000 Penalty: 3261.915527
	Iteration 14Q: 3 clusters Score -1989137 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -1989362.125000 Penalty: 3261.915527
	Iteration 15Q: 3 clusters Score -1989362 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1989545.000000 Penalty: 3261.915527
	Iteration 16Q: 3 clusters Score -1989545 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1989701.125000 Penalty: 3261.915527
	Iteration 17Q: 3 clusters Score -1989701 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -1989843.375000 Penalty: 3261.915527
	Iteration 18Q: 3 clusters Score -1989843 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1989932.375000 Penalty: 3261.915527
	Iteration 19Q: 3 clusters Score -1989932 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -1989993.125000 Penalty: 3261.915527
	Iteration 20F: 3 clusters Score -1989993 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -1990042.500000 Penalty: 3261.915527
	Iteration 21Q: 3 clusters Score -1990042 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -1990079.125000 Penalty: 3261.915527
	Iteration 22Q: 3 clusters Score -1990079 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -1990101.750000 Penalty: 3261.915527
	Iteration 23Q: 3 clusters Score -1990102 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -1990140.625000 Penalty: 3261.915527
	Iteration 24Q: 3 clusters Score -1990141 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -1990161.000000 Penalty: 3261.915527
	Iteration 25Q: 3 clusters Score -1990161 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -1990186.125000 Penalty: 3261.915527
	Iteration 26Q: 3 clusters Score -1990186 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -1990206.500000 Penalty: 3261.915527
	Iteration 27Q: 3 clusters Score -1990206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -1990217.875000 Penalty: 3261.915527
	Iteration 28Q: 3 clusters Score -1990218 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -1990231.625000 Penalty: 3261.915527
	Iteration 29Q: 3 clusters Score -1990232 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -1990242.500000 Penalty: 3261.915527
	Iteration 30Q: 3 clusters Score -1990242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -1990251.500000 Penalty: 3261.915527
	Iteration 31Q: 3 clusters Score -1990252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -1990249.000000 Penalty: 3261.915527
	Iteration 32Q: 3 clusters Score -1990249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -1990252.250000 Penalty: 3261.915527
	Iteration 33Q: 3 clusters Score -1990252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1990252.625000 Penalty: 3261.915527
	Iteration 34Q: 3 clusters Score -1990253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -1990258.500000 Penalty: 3261.915527
	Iteration 35Q: 3 clusters Score -1990258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1990258.125000 Penalty: 3261.915527
	Iteration 36Q: 3 clusters Score -1990258 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -1990262.125000 Penalty: 3261.915527
	Iteration 37Q: 3 clusters Score -1990262 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -1990266.125000 Penalty: 3261.915527
	Iteration 38Q: 3 clusters Score -1990266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -1990267.625000 Penalty: 3261.915527
	Iteration 39Q: 3 clusters Score -1990268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -1990264.875000 Penalty: 3261.915527
	Iteration 40F: 3 clusters Score -1990265 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -1990268.750000 Penalty: 3261.915527
	Iteration 41Q: 3 clusters Score -1990269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -1990270.000000 Penalty: 3261.915527
	Iteration 42Q: 3 clusters Score -1990270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -1990270.375000 Penalty: 3261.915527
	Iteration 43Q: 3 clusters Score -1990270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1990271.875000 Penalty: 3261.915527
	Iteration 44Q: 3 clusters Score -1990272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -1990271.750000 Penalty: 3261.915527
	Iteration 45Q: 3 clusters Score -1990272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -1990272.375000 Penalty: 3261.915527
	Iteration 46Q: 3 clusters Score -1990272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -1990274.000000 Penalty: 3261.915527
	Iteration 47Q: 3 clusters Score -1990274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -1990271.000000 Penalty: 3261.915527
	Iteration 48Q: 3 clusters Score -1990271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -1990271.750000 Penalty: 3261.915527
	Iteration 49Q: 3 clusters Score -1990272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 18599 members 
Entering Unmasked Estep 
Score: -1990272.750000 Penalty: 3261.915527
	Iteration 50Q: 3 clusters Score -1990273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -1990273.125000 Penalty: 3261.915527
	Iteration 51Q: 3 clusters Score -1990273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1990276.875000 Penalty: 3261.915527
	Iteration 52Q: 3 clusters Score -1990277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -1990273.875000 Penalty: 3261.915527
	Iteration 53Q: 3 clusters Score -1990274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
Score: -1990274.875000 Penalty: 3261.915527
	Iteration 54Q: 3 clusters Score -1990275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -1990273.875000 Penalty: 3261.915527
	Iteration 55Q: 3 clusters Score -1990274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -1990278.250000 Penalty: 3261.915527
	Iteration 56Q: 3 clusters Score -1990278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1990277.625000 Penalty: 3261.915527
	Iteration 57Q: 3 clusters Score -1990278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -1990278.250000 Penalty: 3261.915527
	Iteration 58Q: 3 clusters Score -1990278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -1990280.875000 Penalty: 3261.915527
	Iteration 59Q: 3 clusters Score -1990281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -1990284.250000 Penalty: 3261.915527
	Iteration 60F: 3 clusters Score -1990284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -1990280.875000 Penalty: 3261.915527
	Iteration 61Q: 3 clusters Score -1990281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -1990283.125000 Penalty: 3261.915527
	Iteration 62Q: 3 clusters Score -1990283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1990280.375000 Penalty: 3261.915527
	Iteration 63Q: 3 clusters Score -1990280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -1990284.750000 Penalty: 3261.915527
	Iteration 64Q: 3 clusters Score -1990285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -1990284.500000 Penalty: 3261.915527
	Iteration 65Q: 3 clusters Score -1990284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1990287.500000 Penalty: 3261.915527
	Iteration 66Q: 3 clusters Score -1990288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -1990287.500000 Penalty: 3261.915527
	Iteration 67F: 3 clusters Score -1990288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -136775.296875 Penalty: 1229.272949
	Iteration 0F: 2 clusters Score -136775.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -134827.703125 Penalty: 2458.545898
	Iteration 0F: 3 clusters Score -134827.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -135684.156250 Penalty: 2458.545898
	Iteration 1F: 3 clusters Score -135684.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -136045.421875 Penalty: 2458.545898
	Iteration 2F: 3 clusters Score -136045.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -136263.890625 Penalty: 2458.545898
	Iteration 3F: 3 clusters Score -136263.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -136376.312500 Penalty: 2458.545898
	Iteration 4Q: 3 clusters Score -136376.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -136434.312500 Penalty: 2458.545898
	Iteration 5Q: 3 clusters Score -136434.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -136473.218750 Penalty: 2458.545898
	Iteration 6Q: 3 clusters Score -136473.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -136504.140625 Penalty: 2458.545898
	Iteration 7Q: 3 clusters Score -136504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -136515.343750 Penalty: 2458.545898
	Iteration 8Q: 3 clusters Score -136515.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -136522.312500 Penalty: 2458.545898
	Iteration 9Q: 3 clusters Score -136522.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -136525.671875 Penalty: 2458.545898
	Iteration 10Q: 3 clusters Score -136525.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -136528.078125 Penalty: 2458.545898
	Iteration 11Q: 3 clusters Score -136528.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -136530.093750 Penalty: 2458.545898
	Iteration 12Q: 3 clusters Score -136530.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -136531.953125 Penalty: 2458.545898
	Iteration 13Q: 3 clusters Score -136532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -136532.281250 Penalty: 2458.545898
	Iteration 14Q: 3 clusters Score -136532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -136533.187500 Penalty: 2458.545898
	Iteration 15Q: 3 clusters Score -136533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -136533.546875 Penalty: 2458.545898
	Iteration 16Q: 3 clusters Score -136533.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -136533.546875 Penalty: 2458.545898
	Iteration 17F: 3 clusters Score -136533.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -363099.812500 Penalty: 1361.675171
	Iteration 0F: 2 clusters Score -363099.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -359539.281250 Penalty: 2723.350342
	Iteration 0F: 3 clusters Score -359539.3 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -360657.937500 Penalty: 2723.350342
	Iteration 1F: 3 clusters Score -360657.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -361135.062500 Penalty: 2723.350342
	Iteration 2F: 3 clusters Score -361135.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -361738.875000 Penalty: 2723.350342
	Iteration 3F: 3 clusters Score -361738.9 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -362297.593750 Penalty: 2723.350342
	Iteration 4F: 3 clusters Score -362297.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -362663.156250 Penalty: 2723.350342
	Iteration 5F: 3 clusters Score -362663.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -362874.000000 Penalty: 2723.350342
	Iteration 6F: 3 clusters Score -362874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -363015.937500 Penalty: 2723.350342
	Iteration 7Q: 3 clusters Score -363015.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -363086.156250 Penalty: 2723.350342
	Iteration 8Q: 3 clusters Score -363086.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -363127.062500 Penalty: 2723.350342
	Iteration 9Q: 3 clusters Score -363127.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -363155.718750 Penalty: 2723.350342
	Iteration 10Q: 3 clusters Score -363155.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -363181.500000 Penalty: 2723.350342
	Iteration 11Q: 3 clusters Score -363181.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -363197.906250 Penalty: 2723.350342
	Iteration 12Q: 3 clusters Score -363197.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -363207.250000 Penalty: 2723.350342
	Iteration 13Q: 3 clusters Score -363207.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -363210.125000 Penalty: 2723.350342
	Iteration 14Q: 3 clusters Score -363210.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -363212.187500 Penalty: 2723.350342
	Iteration 15Q: 3 clusters Score -363212.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -363213.187500 Penalty: 2723.350342
	Iteration 16Q: 3 clusters Score -363213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -363215.000000 Penalty: 2723.350342
	Iteration 17Q: 3 clusters Score -363215 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -363217.406250 Penalty: 2723.350342
	Iteration 18Q: 3 clusters Score -363217.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -363218.156250 Penalty: 2723.350342
	Iteration 19Q: 3 clusters Score -363218.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -363220.468750 Penalty: 2723.350342
	Iteration 20F: 3 clusters Score -363220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -363223.218750 Penalty: 2723.350342
	Iteration 21Q: 3 clusters Score -363223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -363224.250000 Penalty: 2723.350342
	Iteration 22Q: 3 clusters Score -363224.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -363224.906250 Penalty: 2723.350342
	Iteration 23Q: 3 clusters Score -363224.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -363225.125000 Penalty: 2723.350342
	Iteration 24Q: 3 clusters Score -363225.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -363225.125000 Penalty: 2723.350342
	Iteration 25Q: 3 clusters Score -363225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -363225.125000 Penalty: 2723.350342
	Iteration 26F: 3 clusters Score -363225.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Entering Unmasked Estep 
Score: -40875772.000000 Penalty: 68086.757812
Splitting cluster 6 changes total score from -40874956.000000 to -40875772.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 7 (35029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Entering Unmasked Estep 
Score: -3109805.500000 Penalty: 1700.388916
	Iteration 0F: 2 clusters Score -3109806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -3086384.500000 Penalty: 3400.777832
	Iteration 0F: 3 clusters Score -3086384 nChanged 16239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3095308.000000 Penalty: 3400.777832
	Iteration 1F: 3 clusters Score -3095308 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -3095667.750000 Penalty: 3400.777832
	Iteration 2Q: 3 clusters Score -3095668 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -3096070.750000 Penalty: 3400.777832
	Iteration 3Q: 3 clusters Score -3096071 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3096432.250000 Penalty: 3400.777832
	Iteration 4Q: 3 clusters Score -3096432 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -3096871.750000 Penalty: 3400.777832
	Iteration 5Q: 3 clusters Score -3096872 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3097430.500000 Penalty: 3400.777832
	Iteration 6Q: 3 clusters Score -3097430 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -3098216.750000 Penalty: 3400.777832
	Iteration 7Q: 3 clusters Score -3098217 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -3099372.500000 Penalty: 3400.777832
	Iteration 8F: 3 clusters Score -3099372 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -3100837.750000 Penalty: 3400.777832
	Iteration 9F: 3 clusters Score -3100838 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3102502.250000 Penalty: 3400.777832
	Iteration 10F: 3 clusters Score -3102502 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -3104001.500000 Penalty: 3400.777832
	Iteration 11F: 3 clusters Score -3104002 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 30616 members 
Entering Unmasked Estep 
Score: -3105195.250000 Penalty: 3400.777832
	Iteration 12Q: 3 clusters Score -3105195 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -3106062.750000 Penalty: 3400.777832
	Iteration 13Q: 3 clusters Score -3106063 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -3106702.250000 Penalty: 3400.777832
	Iteration 14Q: 3 clusters Score -3106702 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3107209.750000 Penalty: 3400.777832
	Iteration 15Q: 3 clusters Score -3107210 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -3107549.000000 Penalty: 3400.777832
	Iteration 16Q: 3 clusters Score -3107549 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -3107783.750000 Penalty: 3400.777832
	Iteration 17Q: 3 clusters Score -3107784 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -3107952.250000 Penalty: 3400.777832
	Iteration 18Q: 3 clusters Score -3107952 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -3108080.750000 Penalty: 3400.777832
	Iteration 19Q: 3 clusters Score -3108081 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -3108168.000000 Penalty: 3400.777832
	Iteration 20F: 3 clusters Score -3108168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -3108225.750000 Penalty: 3400.777832
	Iteration 21Q: 3 clusters Score -3108226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -3108270.000000 Penalty: 3400.777832
	Iteration 22Q: 3 clusters Score -3108270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -3108288.250000 Penalty: 3400.777832
	Iteration 23Q: 3 clusters Score -3108288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3108306.750000 Penalty: 3400.777832
	Iteration 24Q: 3 clusters Score -3108307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -3108318.250000 Penalty: 3400.777832
	Iteration 25Q: 3 clusters Score -3108318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 34684 members 
Entering Unmasked Estep 
Score: -3108331.250000 Penalty: 3400.777832
	Iteration 26Q: 3 clusters Score -3108331 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -3108347.750000 Penalty: 3400.777832
	Iteration 27Q: 3 clusters Score -3108348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -3108364.500000 Penalty: 3400.777832
	Iteration 28Q: 3 clusters Score -3108364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34714 members 
Entering Unmasked Estep 
Score: -3108363.500000 Penalty: 3400.777832
	Iteration 29Q: 3 clusters Score -3108364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -3108374.000000 Penalty: 3400.777832
	Iteration 30Q: 3 clusters Score -3108374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -3108374.750000 Penalty: 3400.777832
	Iteration 31Q: 3 clusters Score -3108375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3108373.500000 Penalty: 3400.777832
	Iteration 32Q: 3 clusters Score -3108374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3108373.500000 Penalty: 3400.777832
	Iteration 33Q: 3 clusters Score -3108374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -3108373.500000 Penalty: 3400.777832
	Iteration 34F: 3 clusters Score -3108374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -188650.796875 Penalty: 1260.103271
	Iteration 0F: 2 clusters Score -188650.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -186444.437500 Penalty: 2520.206543
	Iteration 0F: 3 clusters Score -186444.4 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -187403.281250 Penalty: 2520.206543
	Iteration 1F: 3 clusters Score -187403.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -187997.343750 Penalty: 2520.206543
	Iteration 2F: 3 clusters Score -187997.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -188378.218750 Penalty: 2520.206543
	Iteration 3F: 3 clusters Score -188378.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -188647.718750 Penalty: 2520.206543
	Iteration 4F: 3 clusters Score -188647.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -188821.609375 Penalty: 2520.206543
	Iteration 5Q: 3 clusters Score -188821.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -188902.046875 Penalty: 2520.206543
	Iteration 6Q: 3 clusters Score -188902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -188933.515625 Penalty: 2520.206543
	Iteration 7Q: 3 clusters Score -188933.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -188958.515625 Penalty: 2520.206543
	Iteration 8Q: 3 clusters Score -188958.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -188974.796875 Penalty: 2520.206543
	Iteration 9Q: 3 clusters Score -188974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -188983.781250 Penalty: 2520.206543
	Iteration 10Q: 3 clusters Score -188983.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -188988.906250 Penalty: 2520.206543
	Iteration 11Q: 3 clusters Score -188988.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -188990.218750 Penalty: 2520.206543
	Iteration 12Q: 3 clusters Score -188990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -188991.625000 Penalty: 2520.206543
	Iteration 13Q: 3 clusters Score -188991.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -188993.531250 Penalty: 2520.206543
	Iteration 14Q: 3 clusters Score -188993.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -188994.578125 Penalty: 2520.206543
	Iteration 15Q: 3 clusters Score -188994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -188994.687500 Penalty: 2520.206543
	Iteration 16Q: 3 clusters Score -188994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -188994.687500 Penalty: 2520.206543
	Iteration 17F: 3 clusters Score -188994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 6717 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Entering Unmasked Estep 
Score: -40875276.000000 Penalty: 70214.468750
Splitting cluster 8 changes total score from -40874956.000000 to -40875276.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 9 (15794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Entering Unmasked Estep 
Score: -1377440.875000 Penalty: 1570.950073
	Iteration 0F: 2 clusters Score -1377441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1366524.500000 Penalty: 3141.900146
	Iteration 0F: 3 clusters Score -1366524 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1370501.125000 Penalty: 3141.900146
	Iteration 1F: 3 clusters Score -1370501 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1370880.500000 Penalty: 3141.900146
	Iteration 2F: 3 clusters Score -1370880 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1371216.750000 Penalty: 3141.900146
	Iteration 3F: 3 clusters Score -1371217 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1371511.625000 Penalty: 3141.900146
	Iteration 4Q: 3 clusters Score -1371512 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1371796.000000 Penalty: 3141.900146
	Iteration 5Q: 3 clusters Score -1371796 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1372066.625000 Penalty: 3141.900146
	Iteration 6Q: 3 clusters Score -1372067 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1372343.750000 Penalty: 3141.900146
	Iteration 7Q: 3 clusters Score -1372344 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1372621.875000 Penalty: 3141.900146
	Iteration 8Q: 3 clusters Score -1372622 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1372890.375000 Penalty: 3141.900146
	Iteration 9Q: 3 clusters Score -1372890 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1373164.750000 Penalty: 3141.900146
	Iteration 10Q: 3 clusters Score -1373165 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1373478.875000 Penalty: 3141.900146
	Iteration 11Q: 3 clusters Score -1373479 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -1373859.750000 Penalty: 3141.900146
	Iteration 12Q: 3 clusters Score -1373860 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1374325.875000 Penalty: 3141.900146
	Iteration 13Q: 3 clusters Score -1374326 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1374682.250000 Penalty: 3141.900146
	Iteration 14Q: 3 clusters Score -1374682 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1374914.000000 Penalty: 3141.900146
	Iteration 15Q: 3 clusters Score -1374914 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1375055.250000 Penalty: 3141.900146
	Iteration 16Q: 3 clusters Score -1375055 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1375142.375000 Penalty: 3141.900146
	Iteration 17Q: 3 clusters Score -1375142 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1375202.375000 Penalty: 3141.900146
	Iteration 18Q: 3 clusters Score -1375202 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1375275.875000 Penalty: 3141.900146
	Iteration 19Q: 3 clusters Score -1375276 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1375328.375000 Penalty: 3141.900146
	Iteration 20F: 3 clusters Score -1375328 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1375381.500000 Penalty: 3141.900146
	Iteration 21Q: 3 clusters Score -1375382 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1375441.875000 Penalty: 3141.900146
	Iteration 22Q: 3 clusters Score -1375442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1375493.375000 Penalty: 3141.900146
	Iteration 23Q: 3 clusters Score -1375493 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1375555.625000 Penalty: 3141.900146
	Iteration 24Q: 3 clusters Score -1375556 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1375612.125000 Penalty: 3141.900146
	Iteration 25Q: 3 clusters Score -1375612 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1375657.375000 Penalty: 3141.900146
	Iteration 26Q: 3 clusters Score -1375657 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1375717.500000 Penalty: 3141.900146
	Iteration 27Q: 3 clusters Score -1375718 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1375789.750000 Penalty: 3141.900146
	Iteration 28Q: 3 clusters Score -1375790 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1375860.750000 Penalty: 3141.900146
	Iteration 29Q: 3 clusters Score -1375861 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1375937.875000 Penalty: 3141.900146
	Iteration 30Q: 3 clusters Score -1375938 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1376012.500000 Penalty: 3141.900146
	Iteration 31Q: 3 clusters Score -1376012 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1376082.125000 Penalty: 3141.900146
	Iteration 32Q: 3 clusters Score -1376082 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1376140.375000 Penalty: 3141.900146
	Iteration 33Q: 3 clusters Score -1376140 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1376191.875000 Penalty: 3141.900146
	Iteration 34Q: 3 clusters Score -1376192 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1376230.625000 Penalty: 3141.900146
	Iteration 35Q: 3 clusters Score -1376231 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1376266.750000 Penalty: 3141.900146
	Iteration 36Q: 3 clusters Score -1376267 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -1376292.500000 Penalty: 3141.900146
	Iteration 37Q: 3 clusters Score -1376292 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1376316.125000 Penalty: 3141.900146
	Iteration 38Q: 3 clusters Score -1376316 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1376340.000000 Penalty: 3141.900146
	Iteration 39Q: 3 clusters Score -1376340 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1376365.625000 Penalty: 3141.900146
	Iteration 40F: 3 clusters Score -1376366 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1376384.750000 Penalty: 3141.900146
	Iteration 41Q: 3 clusters Score -1376385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1376399.250000 Penalty: 3141.900146
	Iteration 42Q: 3 clusters Score -1376399 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1376415.125000 Penalty: 3141.900146
	Iteration 43Q: 3 clusters Score -1376415 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1376421.125000 Penalty: 3141.900146
	Iteration 44Q: 3 clusters Score -1376421 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1376427.250000 Penalty: 3141.900146
	Iteration 45Q: 3 clusters Score -1376427 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1376434.750000 Penalty: 3141.900146
	Iteration 46Q: 3 clusters Score -1376435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1376442.125000 Penalty: 3141.900146
	Iteration 47Q: 3 clusters Score -1376442 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1376448.500000 Penalty: 3141.900146
	Iteration 48Q: 3 clusters Score -1376448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1376453.000000 Penalty: 3141.900146
	Iteration 49Q: 3 clusters Score -1376453 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1376456.625000 Penalty: 3141.900146
	Iteration 50Q: 3 clusters Score -1376457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1376457.875000 Penalty: 3141.900146
	Iteration 51Q: 3 clusters Score -1376458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1376456.500000 Penalty: 3141.900146
	Iteration 52Q: 3 clusters Score -1376456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1376459.625000 Penalty: 3141.900146
	Iteration 53Q: 3 clusters Score -1376460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1376462.375000 Penalty: 3141.900146
	Iteration 54Q: 3 clusters Score -1376462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1376463.000000 Penalty: 3141.900146
	Iteration 55Q: 3 clusters Score -1376463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1376467.000000 Penalty: 3141.900146
	Iteration 56Q: 3 clusters Score -1376467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1376468.500000 Penalty: 3141.900146
	Iteration 57Q: 3 clusters Score -1376468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1376469.125000 Penalty: 3141.900146
	Iteration 58Q: 3 clusters Score -1376469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1376469.500000 Penalty: 3141.900146
	Iteration 59Q: 3 clusters Score -1376470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1376470.875000 Penalty: 3141.900146
	Iteration 60F: 3 clusters Score -1376471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1376471.750000 Penalty: 3141.900146
	Iteration 61Q: 3 clusters Score -1376472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1376470.250000 Penalty: 3141.900146
	Iteration 62Q: 3 clusters Score -1376470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1376469.000000 Penalty: 3141.900146
	Iteration 63Q: 3 clusters Score -1376469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1376471.625000 Penalty: 3141.900146
	Iteration 64Q: 3 clusters Score -1376472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1376470.500000 Penalty: 3141.900146
	Iteration 65Q: 3 clusters Score -1376470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1376472.500000 Penalty: 3141.900146
	Iteration 66Q: 3 clusters Score -1376472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1376470.250000 Penalty: 3141.900146
	Iteration 67Q: 3 clusters Score -1376470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1376471.500000 Penalty: 3141.900146
	Iteration 68Q: 3 clusters Score -1376472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1376475.000000 Penalty: 3141.900146
	Iteration 69Q: 3 clusters Score -1376475 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1376472.125000 Penalty: 3141.900146
	Iteration 70Q: 3 clusters Score -1376472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1376472.250000 Penalty: 3141.900146
	Iteration 71Q: 3 clusters Score -1376472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1376474.625000 Penalty: 3141.900146
	Iteration 72Q: 3 clusters Score -1376475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1376474.000000 Penalty: 3141.900146
	Iteration 73Q: 3 clusters Score -1376474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1376476.000000 Penalty: 3141.900146
	Iteration 74Q: 3 clusters Score -1376476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1376478.125000 Penalty: 3141.900146
	Iteration 75Q: 3 clusters Score -1376478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1376477.625000 Penalty: 3141.900146
	Iteration 76Q: 3 clusters Score -1376478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1376474.000000 Penalty: 3141.900146
	Iteration 77Q: 3 clusters Score -1376474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1376473.375000 Penalty: 3141.900146
	Iteration 78Q: 3 clusters Score -1376473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1376472.375000 Penalty: 3141.900146
	Iteration 79Q: 3 clusters Score -1376472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1376474.750000 Penalty: 3141.900146
	Iteration 80F: 3 clusters Score -1376475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1376474.000000 Penalty: 3141.900146
	Iteration 81Q: 3 clusters Score -1376474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1376474.625000 Penalty: 3141.900146
	Iteration 82Q: 3 clusters Score -1376475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1376475.375000 Penalty: 3141.900146
	Iteration 83Q: 3 clusters Score -1376475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1376474.875000 Penalty: 3141.900146
	Iteration 84Q: 3 clusters Score -1376475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1376474.875000 Penalty: 3141.900146
	Iteration 85F: 3 clusters Score -1376475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Entering Unmasked Estep 
Score: -232838.453125 Penalty: 1301.737427
	Iteration 0F: 2 clusters Score -232838.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -230074.578125 Penalty: 2603.474854
	Iteration 0F: 3 clusters Score -230074.6 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -231024.296875 Penalty: 2603.474854
	Iteration 1F: 3 clusters Score -231024.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -231384.453125 Penalty: 2603.474854
	Iteration 2F: 3 clusters Score -231384.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -231689.296875 Penalty: 2603.474854
	Iteration 3F: 3 clusters Score -231689.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -231931.828125 Penalty: 2603.474854
	Iteration 4F: 3 clusters Score -231931.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -232087.468750 Penalty: 2603.474854
	Iteration 5F: 3 clusters Score -232087.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -232185.234375 Penalty: 2603.474854
	Iteration 6Q: 3 clusters Score -232185.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -232263.468750 Penalty: 2603.474854
	Iteration 7Q: 3 clusters Score -232263.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -232310.343750 Penalty: 2603.474854
	Iteration 8Q: 3 clusters Score -232310.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -232353.640625 Penalty: 2603.474854
	Iteration 9Q: 3 clusters Score -232353.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -232387.593750 Penalty: 2603.474854
	Iteration 10Q: 3 clusters Score -232387.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -232423.000000 Penalty: 2603.474854
	Iteration 11Q: 3 clusters Score -232423 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -232447.859375 Penalty: 2603.474854
	Iteration 12Q: 3 clusters Score -232447.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -232466.578125 Penalty: 2603.474854
	Iteration 13Q: 3 clusters Score -232466.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -232481.187500 Penalty: 2603.474854
	Iteration 14Q: 3 clusters Score -232481.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -232487.000000 Penalty: 2603.474854
	Iteration 15Q: 3 clusters Score -232487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -232497.296875 Penalty: 2603.474854
	Iteration 16Q: 3 clusters Score -232497.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -232503.781250 Penalty: 2603.474854
	Iteration 17Q: 3 clusters Score -232503.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -232508.859375 Penalty: 2603.474854
	Iteration 18Q: 3 clusters Score -232508.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -232518.781250 Penalty: 2603.474854
	Iteration 19Q: 3 clusters Score -232518.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -232529.875000 Penalty: 2603.474854
	Iteration 20F: 3 clusters Score -232529.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -232537.468750 Penalty: 2603.474854
	Iteration 21Q: 3 clusters Score -232537.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -232543.375000 Penalty: 2603.474854
	Iteration 22Q: 3 clusters Score -232543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -232545.828125 Penalty: 2603.474854
	Iteration 23Q: 3 clusters Score -232545.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -232546.812500 Penalty: 2603.474854
	Iteration 24Q: 3 clusters Score -232546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -232548.062500 Penalty: 2603.474854
	Iteration 25Q: 3 clusters Score -232548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -232548.812500 Penalty: 2603.474854
	Iteration 26Q: 3 clusters Score -232548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -232548.906250 Penalty: 2603.474854
	Iteration 27Q: 3 clusters Score -232548.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -232548.906250 Penalty: 2603.474854
	Iteration 28F: 3 clusters Score -232548.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Entering Unmasked Estep 
Score: -586116.875000 Penalty: 1432.014526
	Iteration 0F: 2 clusters Score -586116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -581195.437500 Penalty: 2864.029053
	Iteration 0F: 3 clusters Score -581195.4 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -584199.437500 Penalty: 2864.029053
	Iteration 1F: 3 clusters Score -584199.4 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -585277.375000 Penalty: 2864.029053
	Iteration 2F: 3 clusters Score -585277.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -585971.687500 Penalty: 2864.029053
	Iteration 3F: 3 clusters Score -585971.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -586328.750000 Penalty: 2864.029053
	Iteration 4F: 3 clusters Score -586328.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -586503.375000 Penalty: 2864.029053
	Iteration 5Q: 3 clusters Score -586503.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -586598.562500 Penalty: 2864.029053
	Iteration 6Q: 3 clusters Score -586598.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -586657.875000 Penalty: 2864.029053
	Iteration 7Q: 3 clusters Score -586657.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -586694.062500 Penalty: 2864.029053
	Iteration 8Q: 3 clusters Score -586694.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -586718.937500 Penalty: 2864.029053
	Iteration 9Q: 3 clusters Score -586718.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -586740.125000 Penalty: 2864.029053
	Iteration 10Q: 3 clusters Score -586740.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -586752.750000 Penalty: 2864.029053
	Iteration 11Q: 3 clusters Score -586752.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -586761.000000 Penalty: 2864.029053
	Iteration 12Q: 3 clusters Score -586761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -586767.750000 Penalty: 2864.029053
	Iteration 13Q: 3 clusters Score -586767.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -586773.000000 Penalty: 2864.029053
	Iteration 14Q: 3 clusters Score -586773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -586777.750000 Penalty: 2864.029053
	Iteration 15Q: 3 clusters Score -586777.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -586781.187500 Penalty: 2864.029053
	Iteration 16Q: 3 clusters Score -586781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -586783.375000 Penalty: 2864.029053
	Iteration 17Q: 3 clusters Score -586783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -586784.812500 Penalty: 2864.029053
	Iteration 18Q: 3 clusters Score -586784.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -586785.312500 Penalty: 2864.029053
	Iteration 19Q: 3 clusters Score -586785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -586787.000000 Penalty: 2864.029053
	Iteration 20F: 3 clusters Score -586787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -586787.375000 Penalty: 2864.029053
	Iteration 21Q: 3 clusters Score -586787.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -586789.562500 Penalty: 2864.029053
	Iteration 22Q: 3 clusters Score -586789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -586789.125000 Penalty: 2864.029053
	Iteration 23Q: 3 clusters Score -586789.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -586789.187500 Penalty: 2864.029053
	Iteration 24Q: 3 clusters Score -586789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -586788.875000 Penalty: 2864.029053
	Iteration 25Q: 3 clusters Score -586788.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -586789.250000 Penalty: 2864.029053
	Iteration 26Q: 3 clusters Score -586789.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -586788.687500 Penalty: 2864.029053
	Iteration 27Q: 3 clusters Score -586788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -586788.687500 Penalty: 2864.029053
	Iteration 28F: 3 clusters Score -586788.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 1883 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Entering Unmasked Estep 
Score: -40875260.000000 Penalty: 72342.187500
Splitting cluster 11 changes total score from -40874956.000000 to -40875260.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 12 (1883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Entering Unmasked Estep 
Score: -152257.796875 Penalty: 1225.351074
	Iteration 0F: 2 clusters Score -152257.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -150244.078125 Penalty: 2450.702148
	Iteration 0F: 3 clusters Score -150244.1 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -150746.093750 Penalty: 2450.702148
	Iteration 1F: 3 clusters Score -150746.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -150963.093750 Penalty: 2450.702148
	Iteration 2F: 3 clusters Score -150963.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -151250.062500 Penalty: 2450.702148
	Iteration 3F: 3 clusters Score -151250.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -151735.062500 Penalty: 2450.702148
	Iteration 4F: 3 clusters Score -151735.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152375.125000 Penalty: 2450.702148
	Iteration 5F: 3 clusters Score -152375.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -153042.390625 Penalty: 2450.702148
	Iteration 6F: 3 clusters Score -153042.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -153651.421875 Penalty: 2450.702148
	Iteration 7F: 3 clusters Score -153651.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -153917.953125 Penalty: 2450.702148
	Iteration 8Q: 3 clusters Score -153918 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153931.984375 Penalty: 2450.702148
	Iteration 9Q: 3 clusters Score -153932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -153931.984375 Penalty: 2450.702148
	Iteration 10F: 3 clusters Score -153932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 2632 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 973 members 
Entering Unmasked Estep 
Score: -40876008.000000 Penalty: 74469.898438
Splitting cluster 12 changes total score from -40874956.000000 to -40876008.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 13 (11858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Entering Unmasked Estep 
Score: -1051800.375000 Penalty: 1524.373169
	Iteration 0F: 2 clusters Score -1051800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1043428.562500 Penalty: 3048.746338
	Iteration 0F: 3 clusters Score -1043429 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1046237.500000 Penalty: 3048.746338
	Iteration 1F: 3 clusters Score -1046238 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1046547.187500 Penalty: 3048.746338
	Iteration 2F: 3 clusters Score -1046547 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1046790.062500 Penalty: 3048.746338
	Iteration 3F: 3 clusters Score -1046790 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1047005.875000 Penalty: 3048.746338
	Iteration 4Q: 3 clusters Score -1047006 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1047210.625000 Penalty: 3048.746338
	Iteration 5Q: 3 clusters Score -1047211 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1047441.625000 Penalty: 3048.746338
	Iteration 6Q: 3 clusters Score -1047442 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1047672.000000 Penalty: 3048.746338
	Iteration 7Q: 3 clusters Score -1047672 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1047899.437500 Penalty: 3048.746338
	Iteration 8Q: 3 clusters Score -1047899 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1048117.500000 Penalty: 3048.746338
	Iteration 9Q: 3 clusters Score -1048118 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1048332.125000 Penalty: 3048.746338
	Iteration 10Q: 3 clusters Score -1048332 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1048545.437500 Penalty: 3048.746338
	Iteration 11Q: 3 clusters Score -1048545 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1048766.750000 Penalty: 3048.746338
	Iteration 12Q: 3 clusters Score -1048767 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1048958.000000 Penalty: 3048.746338
	Iteration 13Q: 3 clusters Score -1048958 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1049146.375000 Penalty: 3048.746338
	Iteration 14Q: 3 clusters Score -1049146 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1049305.250000 Penalty: 3048.746338
	Iteration 15Q: 3 clusters Score -1049305 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1049438.750000 Penalty: 3048.746338
	Iteration 16Q: 3 clusters Score -1049439 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -1049548.000000 Penalty: 3048.746338
	Iteration 17Q: 3 clusters Score -1049548 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1049634.500000 Penalty: 3048.746338
	Iteration 18Q: 3 clusters Score -1049634 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1049722.750000 Penalty: 3048.746338
	Iteration 19Q: 3 clusters Score -1049723 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -1049794.625000 Penalty: 3048.746338
	Iteration 20F: 3 clusters Score -1049795 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1049840.500000 Penalty: 3048.746338
	Iteration 21Q: 3 clusters Score -1049840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -1049881.000000 Penalty: 3048.746338
	Iteration 22Q: 3 clusters Score -1049881 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1049909.375000 Penalty: 3048.746338
	Iteration 23Q: 3 clusters Score -1049909 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1049940.500000 Penalty: 3048.746338
	Iteration 24Q: 3 clusters Score -1049940 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1049966.625000 Penalty: 3048.746338
	Iteration 25Q: 3 clusters Score -1049967 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1050005.750000 Penalty: 3048.746338
	Iteration 26Q: 3 clusters Score -1050006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1050047.375000 Penalty: 3048.746338
	Iteration 27Q: 3 clusters Score -1050047 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1050089.125000 Penalty: 3048.746338
	Iteration 28Q: 3 clusters Score -1050089 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1050120.875000 Penalty: 3048.746338
	Iteration 29Q: 3 clusters Score -1050121 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1050158.625000 Penalty: 3048.746338
	Iteration 30Q: 3 clusters Score -1050159 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1050196.125000 Penalty: 3048.746338
	Iteration 31Q: 3 clusters Score -1050196 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1050239.250000 Penalty: 3048.746338
	Iteration 32Q: 3 clusters Score -1050239 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -1050285.750000 Penalty: 3048.746338
	Iteration 33Q: 3 clusters Score -1050286 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1050321.875000 Penalty: 3048.746338
	Iteration 34Q: 3 clusters Score -1050322 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1050346.500000 Penalty: 3048.746338
	Iteration 35Q: 3 clusters Score -1050346 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1050371.750000 Penalty: 3048.746338
	Iteration 36Q: 3 clusters Score -1050372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1050392.625000 Penalty: 3048.746338
	Iteration 37Q: 3 clusters Score -1050393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1050414.500000 Penalty: 3048.746338
	Iteration 38Q: 3 clusters Score -1050414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1050431.875000 Penalty: 3048.746338
	Iteration 39Q: 3 clusters Score -1050432 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1050451.625000 Penalty: 3048.746338
	Iteration 40F: 3 clusters Score -1050452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1050468.375000 Penalty: 3048.746338
	Iteration 41Q: 3 clusters Score -1050468 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1050481.750000 Penalty: 3048.746338
	Iteration 42Q: 3 clusters Score -1050482 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1050496.125000 Penalty: 3048.746338
	Iteration 43Q: 3 clusters Score -1050496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1050507.375000 Penalty: 3048.746338
	Iteration 44Q: 3 clusters Score -1050507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1050517.625000 Penalty: 3048.746338
	Iteration 45Q: 3 clusters Score -1050518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -1050527.000000 Penalty: 3048.746338
	Iteration 46Q: 3 clusters Score -1050527 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1050531.625000 Penalty: 3048.746338
	Iteration 47Q: 3 clusters Score -1050532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1050543.875000 Penalty: 3048.746338
	Iteration 48Q: 3 clusters Score -1050544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -1050551.375000 Penalty: 3048.746338
	Iteration 49Q: 3 clusters Score -1050551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1050560.125000 Penalty: 3048.746338
	Iteration 50Q: 3 clusters Score -1050560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1050566.250000 Penalty: 3048.746338
	Iteration 51Q: 3 clusters Score -1050566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1050570.500000 Penalty: 3048.746338
	Iteration 52Q: 3 clusters Score -1050570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -1050572.250000 Penalty: 3048.746338
	Iteration 53Q: 3 clusters Score -1050572 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1050575.000000 Penalty: 3048.746338
	Iteration 54Q: 3 clusters Score -1050575 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1050576.375000 Penalty: 3048.746338
	Iteration 55Q: 3 clusters Score -1050576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1050577.875000 Penalty: 3048.746338
	Iteration 56Q: 3 clusters Score -1050578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1050582.875000 Penalty: 3048.746338
	Iteration 57Q: 3 clusters Score -1050583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1050583.000000 Penalty: 3048.746338
	Iteration 58Q: 3 clusters Score -1050583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -1050584.375000 Penalty: 3048.746338
	Iteration 59Q: 3 clusters Score -1050584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1050588.250000 Penalty: 3048.746338
	Iteration 60F: 3 clusters Score -1050588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -1050589.000000 Penalty: 3048.746338
	Iteration 61Q: 3 clusters Score -1050589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1050592.375000 Penalty: 3048.746338
	Iteration 62Q: 3 clusters Score -1050592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -1050592.250000 Penalty: 3048.746338
	Iteration 63Q: 3 clusters Score -1050592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1050593.250000 Penalty: 3048.746338
	Iteration 64Q: 3 clusters Score -1050593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1050593.500000 Penalty: 3048.746338
	Iteration 65Q: 3 clusters Score -1050594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1050597.000000 Penalty: 3048.746338
	Iteration 66Q: 3 clusters Score -1050597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1050596.875000 Penalty: 3048.746338
	Iteration 67Q: 3 clusters Score -1050597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1050597.000000 Penalty: 3048.746338
	Iteration 68Q: 3 clusters Score -1050597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1050597.375000 Penalty: 3048.746338
	Iteration 69Q: 3 clusters Score -1050597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1050598.500000 Penalty: 3048.746338
	Iteration 70Q: 3 clusters Score -1050598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1050600.500000 Penalty: 3048.746338
	Iteration 71Q: 3 clusters Score -1050600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1050603.500000 Penalty: 3048.746338
	Iteration 72Q: 3 clusters Score -1050604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1050605.625000 Penalty: 3048.746338
	Iteration 73Q: 3 clusters Score -1050606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1050608.000000 Penalty: 3048.746338
	Iteration 74Q: 3 clusters Score -1050608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1050610.625000 Penalty: 3048.746338
	Iteration 75Q: 3 clusters Score -1050611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1050611.000000 Penalty: 3048.746338
	Iteration 76Q: 3 clusters Score -1050611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1050611.375000 Penalty: 3048.746338
	Iteration 77Q: 3 clusters Score -1050611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -1050613.875000 Penalty: 3048.746338
	Iteration 78Q: 3 clusters Score -1050614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1050615.625000 Penalty: 3048.746338
	Iteration 79Q: 3 clusters Score -1050616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1050618.750000 Penalty: 3048.746338
	Iteration 80F: 3 clusters Score -1050619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1050618.000000 Penalty: 3048.746338
	Iteration 81Q: 3 clusters Score -1050618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1050618.000000 Penalty: 3048.746338
	Iteration 82F: 3 clusters Score -1050618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Entering Unmasked Estep 
Score: -1955808.750000 Penalty: 1628.246826
	Iteration 0F: 2 clusters Score -1955809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1940703.500000 Penalty: 3256.493652
	Iteration 0F: 3 clusters Score -1940704 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1946581.000000 Penalty: 3256.493652
	Iteration 1F: 3 clusters Score -1946581 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1947033.375000 Penalty: 3256.493652
	Iteration 2F: 3 clusters Score -1947033 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1947493.500000 Penalty: 3256.493652
	Iteration 3Q: 3 clusters Score -1947494 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1948096.000000 Penalty: 3256.493652
	Iteration 4F: 3 clusters Score -1948096 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1948898.000000 Penalty: 3256.493652
	Iteration 5F: 3 clusters Score -1948898 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -1949884.750000 Penalty: 3256.493652
	Iteration 6F: 3 clusters Score -1949885 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -1950830.375000 Penalty: 3256.493652
	Iteration 7F: 3 clusters Score -1950830 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1951683.750000 Penalty: 3256.493652
	Iteration 8F: 3 clusters Score -1951684 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1952349.625000 Penalty: 3256.493652
	Iteration 9Q: 3 clusters Score -1952350 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1952840.250000 Penalty: 3256.493652
	Iteration 10Q: 3 clusters Score -1952840 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1953144.625000 Penalty: 3256.493652
	Iteration 11Q: 3 clusters Score -1953145 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1953347.625000 Penalty: 3256.493652
	Iteration 12Q: 3 clusters Score -1953348 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1953460.000000 Penalty: 3256.493652
	Iteration 13Q: 3 clusters Score -1953460 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1953541.875000 Penalty: 3256.493652
	Iteration 14Q: 3 clusters Score -1953542 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1953595.500000 Penalty: 3256.493652
	Iteration 15Q: 3 clusters Score -1953596 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1953650.500000 Penalty: 3256.493652
	Iteration 16Q: 3 clusters Score -1953650 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1953680.750000 Penalty: 3256.493652
	Iteration 17Q: 3 clusters Score -1953681 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1953714.875000 Penalty: 3256.493652
	Iteration 18Q: 3 clusters Score -1953715 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1953746.125000 Penalty: 3256.493652
	Iteration 19Q: 3 clusters Score -1953746 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -1953764.750000 Penalty: 3256.493652
	Iteration 20F: 3 clusters Score -1953765 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1953783.500000 Penalty: 3256.493652
	Iteration 21Q: 3 clusters Score -1953784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1953813.125000 Penalty: 3256.493652
	Iteration 22Q: 3 clusters Score -1953813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1953853.250000 Penalty: 3256.493652
	Iteration 23Q: 3 clusters Score -1953853 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1953880.125000 Penalty: 3256.493652
	Iteration 24Q: 3 clusters Score -1953880 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1953920.000000 Penalty: 3256.493652
	Iteration 25Q: 3 clusters Score -1953920 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1953963.125000 Penalty: 3256.493652
	Iteration 26Q: 3 clusters Score -1953963 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1954017.000000 Penalty: 3256.493652
	Iteration 27Q: 3 clusters Score -1954017 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1954061.375000 Penalty: 3256.493652
	Iteration 28Q: 3 clusters Score -1954061 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18163 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1954100.250000 Penalty: 3256.493652
	Iteration 29Q: 3 clusters Score -1954100 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1954162.375000 Penalty: 3256.493652
	Iteration 30Q: 3 clusters Score -1954162 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1954217.125000 Penalty: 3256.493652
	Iteration 31Q: 3 clusters Score -1954217 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1954278.875000 Penalty: 3256.493652
	Iteration 32Q: 3 clusters Score -1954279 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1954338.500000 Penalty: 3256.493652
	Iteration 33Q: 3 clusters Score -1954338 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1954420.500000 Penalty: 3256.493652
	Iteration 34Q: 3 clusters Score -1954420 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -1954514.625000 Penalty: 3256.493652
	Iteration 35Q: 3 clusters Score -1954515 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1954583.750000 Penalty: 3256.493652
	Iteration 36Q: 3 clusters Score -1954584 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1954650.625000 Penalty: 3256.493652
	Iteration 37Q: 3 clusters Score -1954651 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1954687.250000 Penalty: 3256.493652
	Iteration 38Q: 3 clusters Score -1954687 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1954725.375000 Penalty: 3256.493652
	Iteration 39Q: 3 clusters Score -1954725 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1954757.000000 Penalty: 3256.493652
	Iteration 40F: 3 clusters Score -1954757 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19565 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1954782.125000 Penalty: 3256.493652
	Iteration 41Q: 3 clusters Score -1954782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1954792.750000 Penalty: 3256.493652
	Iteration 42Q: 3 clusters Score -1954793 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19658 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1954799.375000 Penalty: 3256.493652
	Iteration 43Q: 3 clusters Score -1954799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1954813.000000 Penalty: 3256.493652
	Iteration 44Q: 3 clusters Score -1954813 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1954818.000000 Penalty: 3256.493652
	Iteration 45Q: 3 clusters Score -1954818 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1954822.375000 Penalty: 3256.493652
	Iteration 46Q: 3 clusters Score -1954822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1954825.250000 Penalty: 3256.493652
	Iteration 47Q: 3 clusters Score -1954825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1954826.250000 Penalty: 3256.493652
	Iteration 48Q: 3 clusters Score -1954826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1954831.250000 Penalty: 3256.493652
	Iteration 49Q: 3 clusters Score -1954831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1954832.875000 Penalty: 3256.493652
	Iteration 50Q: 3 clusters Score -1954833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1954836.625000 Penalty: 3256.493652
	Iteration 51Q: 3 clusters Score -1954837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19821 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1954838.625000 Penalty: 3256.493652
	Iteration 52Q: 3 clusters Score -1954839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -1954843.625000 Penalty: 3256.493652
	Iteration 53Q: 3 clusters Score -1954844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1954843.375000 Penalty: 3256.493652
	Iteration 54Q: 3 clusters Score -1954843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1954842.500000 Penalty: 3256.493652
	Iteration 55Q: 3 clusters Score -1954842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1954841.625000 Penalty: 3256.493652
	Iteration 56Q: 3 clusters Score -1954842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1954843.000000 Penalty: 3256.493652
	Iteration 57Q: 3 clusters Score -1954843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1954842.625000 Penalty: 3256.493652
	Iteration 58Q: 3 clusters Score -1954843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1954843.750000 Penalty: 3256.493652
	Iteration 59Q: 3 clusters Score -1954844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1954843.750000 Penalty: 3256.493652
	Iteration 60F: 3 clusters Score -1954844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Entering Unmasked Estep 
Score: -1158204.375000 Penalty: 1535.865601
	Iteration 0F: 2 clusters Score -1158204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1149244.375000 Penalty: 3071.731201
	Iteration 0F: 3 clusters Score -1149244 nChanged 5680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1152209.875000 Penalty: 3071.731201
	Iteration 1F: 3 clusters Score -1152210 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1152495.250000 Penalty: 3071.731201
	Iteration 2F: 3 clusters Score -1152495 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1152812.750000 Penalty: 3071.731201
	Iteration 3F: 3 clusters Score -1152813 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1153106.000000 Penalty: 3071.731201
	Iteration 4F: 3 clusters Score -1153106 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1153407.875000 Penalty: 3071.731201
	Iteration 5Q: 3 clusters Score -1153408 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1153643.375000 Penalty: 3071.731201
	Iteration 6Q: 3 clusters Score -1153643 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1153867.750000 Penalty: 3071.731201
	Iteration 7Q: 3 clusters Score -1153868 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1154113.375000 Penalty: 3071.731201
	Iteration 8Q: 3 clusters Score -1154113 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1154402.000000 Penalty: 3071.731201
	Iteration 9Q: 3 clusters Score -1154402 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1154700.250000 Penalty: 3071.731201
	Iteration 10Q: 3 clusters Score -1154700 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1155056.125000 Penalty: 3071.731201
	Iteration 11Q: 3 clusters Score -1155056 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -1155423.625000 Penalty: 3071.731201
	Iteration 12Q: 3 clusters Score -1155424 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1155708.125000 Penalty: 3071.731201
	Iteration 13Q: 3 clusters Score -1155708 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1155895.000000 Penalty: 3071.731201
	Iteration 14Q: 3 clusters Score -1155895 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1155998.875000 Penalty: 3071.731201
	Iteration 15Q: 3 clusters Score -1155999 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1156059.750000 Penalty: 3071.731201
	Iteration 16Q: 3 clusters Score -1156060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1156098.875000 Penalty: 3071.731201
	Iteration 17Q: 3 clusters Score -1156099 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1156129.625000 Penalty: 3071.731201
	Iteration 18Q: 3 clusters Score -1156130 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1156152.750000 Penalty: 3071.731201
	Iteration 19Q: 3 clusters Score -1156153 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1156171.250000 Penalty: 3071.731201
	Iteration 20F: 3 clusters Score -1156171 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1156185.500000 Penalty: 3071.731201
	Iteration 21Q: 3 clusters Score -1156186 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1156201.625000 Penalty: 3071.731201
	Iteration 22Q: 3 clusters Score -1156202 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1156207.625000 Penalty: 3071.731201
	Iteration 23Q: 3 clusters Score -1156208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1156214.375000 Penalty: 3071.731201
	Iteration 24Q: 3 clusters Score -1156214 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1156218.250000 Penalty: 3071.731201
	Iteration 25Q: 3 clusters Score -1156218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1156218.875000 Penalty: 3071.731201
	Iteration 26Q: 3 clusters Score -1156219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1156220.125000 Penalty: 3071.731201
	Iteration 27Q: 3 clusters Score -1156220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1156221.625000 Penalty: 3071.731201
	Iteration 28Q: 3 clusters Score -1156222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1156224.875000 Penalty: 3071.731201
	Iteration 29Q: 3 clusters Score -1156225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1156226.500000 Penalty: 3071.731201
	Iteration 30Q: 3 clusters Score -1156226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1156227.750000 Penalty: 3071.731201
	Iteration 31Q: 3 clusters Score -1156228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1156228.000000 Penalty: 3071.731201
	Iteration 32Q: 3 clusters Score -1156228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1156233.125000 Penalty: 3071.731201
	Iteration 33Q: 3 clusters Score -1156233 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1156232.750000 Penalty: 3071.731201
	Iteration 34Q: 3 clusters Score -1156233 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1156234.625000 Penalty: 3071.731201
	Iteration 35Q: 3 clusters Score -1156235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1156235.125000 Penalty: 3071.731201
	Iteration 36Q: 3 clusters Score -1156235 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1156236.500000 Penalty: 3071.731201
	Iteration 37Q: 3 clusters Score -1156236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1156236.750000 Penalty: 3071.731201
	Iteration 38Q: 3 clusters Score -1156237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1156237.125000 Penalty: 3071.731201
	Iteration 39Q: 3 clusters Score -1156237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1156238.875000 Penalty: 3071.731201
	Iteration 40F: 3 clusters Score -1156239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1156238.875000 Penalty: 3071.731201
	Iteration 41Q: 3 clusters Score -1156239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1156240.500000 Penalty: 3071.731201
	Iteration 42Q: 3 clusters Score -1156240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1156242.875000 Penalty: 3071.731201
	Iteration 43Q: 3 clusters Score -1156243 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1156246.375000 Penalty: 3071.731201
	Iteration 44Q: 3 clusters Score -1156246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1156248.000000 Penalty: 3071.731201
	Iteration 45Q: 3 clusters Score -1156248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1156245.625000 Penalty: 3071.731201
	Iteration 46Q: 3 clusters Score -1156246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1156248.000000 Penalty: 3071.731201
	Iteration 47Q: 3 clusters Score -1156248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1156246.375000 Penalty: 3071.731201
	Iteration 48Q: 3 clusters Score -1156246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1156248.625000 Penalty: 3071.731201
	Iteration 49Q: 3 clusters Score -1156249 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1156250.250000 Penalty: 3071.731201
	Iteration 50Q: 3 clusters Score -1156250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1156251.375000 Penalty: 3071.731201
	Iteration 51Q: 3 clusters Score -1156251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1156248.500000 Penalty: 3071.731201
	Iteration 52Q: 3 clusters Score -1156248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1156249.625000 Penalty: 3071.731201
	Iteration 53Q: 3 clusters Score -1156250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1156254.000000 Penalty: 3071.731201
	Iteration 54Q: 3 clusters Score -1156254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1156255.125000 Penalty: 3071.731201
	Iteration 55Q: 3 clusters Score -1156255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1156254.000000 Penalty: 3071.731201
	Iteration 56Q: 3 clusters Score -1156254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1156257.750000 Penalty: 3071.731201
	Iteration 57Q: 3 clusters Score -1156258 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1156257.875000 Penalty: 3071.731201
	Iteration 58Q: 3 clusters Score -1156258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1156255.750000 Penalty: 3071.731201
	Iteration 59Q: 3 clusters Score -1156256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1156258.750000 Penalty: 3071.731201
	Iteration 60F: 3 clusters Score -1156259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -1156260.375000 Penalty: 3071.731201
	Iteration 61Q: 3 clusters Score -1156260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1156261.500000 Penalty: 3071.731201
	Iteration 62Q: 3 clusters Score -1156262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1156260.750000 Penalty: 3071.731201
	Iteration 63Q: 3 clusters Score -1156261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1156262.000000 Penalty: 3071.731201
	Iteration 64Q: 3 clusters Score -1156262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1156264.000000 Penalty: 3071.731201
	Iteration 65Q: 3 clusters Score -1156264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1156263.250000 Penalty: 3071.731201
	Iteration 66Q: 3 clusters Score -1156263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1156263.125000 Penalty: 3071.731201
	Iteration 67Q: 3 clusters Score -1156263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1156263.250000 Penalty: 3071.731201
	Iteration 68Q: 3 clusters Score -1156263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1156264.250000 Penalty: 3071.731201
	Iteration 69Q: 3 clusters Score -1156264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1156266.750000 Penalty: 3071.731201
	Iteration 70Q: 3 clusters Score -1156267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1156266.375000 Penalty: 3071.731201
	Iteration 71Q: 3 clusters Score -1156266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1156268.750000 Penalty: 3071.731201
	Iteration 72Q: 3 clusters Score -1156269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1156265.875000 Penalty: 3071.731201
	Iteration 73Q: 3 clusters Score -1156266 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1156270.875000 Penalty: 3071.731201
	Iteration 74Q: 3 clusters Score -1156271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1156269.625000 Penalty: 3071.731201
	Iteration 75Q: 3 clusters Score -1156270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1156272.875000 Penalty: 3071.731201
	Iteration 76Q: 3 clusters Score -1156273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1156274.000000 Penalty: 3071.731201
	Iteration 77Q: 3 clusters Score -1156274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -1156280.875000 Penalty: 3071.731201
	Iteration 78Q: 3 clusters Score -1156281 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1156284.000000 Penalty: 3071.731201
	Iteration 79Q: 3 clusters Score -1156284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1156283.250000 Penalty: 3071.731201
	Iteration 80F: 3 clusters Score -1156283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1156284.000000 Penalty: 3071.731201
	Iteration 81Q: 3 clusters Score -1156284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1156289.500000 Penalty: 3071.731201
	Iteration 82Q: 3 clusters Score -1156290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -1156292.000000 Penalty: 3071.731201
	Iteration 83Q: 3 clusters Score -1156292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1156298.000000 Penalty: 3071.731201
	Iteration 84Q: 3 clusters Score -1156298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1156298.250000 Penalty: 3071.731201
	Iteration 85Q: 3 clusters Score -1156298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1156298.125000 Penalty: 3071.731201
	Iteration 86Q: 3 clusters Score -1156298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1156298.125000 Penalty: 3071.731201
	Iteration 87Q: 3 clusters Score -1156298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1156300.500000 Penalty: 3071.731201
	Iteration 88Q: 3 clusters Score -1156300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1156302.000000 Penalty: 3071.731201
	Iteration 89Q: 3 clusters Score -1156302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -1156302.000000 Penalty: 3071.731201
	Iteration 90Q: 3 clusters Score -1156302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1156302.500000 Penalty: 3071.731201
	Iteration 91Q: 3 clusters Score -1156302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1156304.000000 Penalty: 3071.731201
	Iteration 92Q: 3 clusters Score -1156304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1156306.125000 Penalty: 3071.731201
	Iteration 93Q: 3 clusters Score -1156306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1156308.000000 Penalty: 3071.731201
	Iteration 94Q: 3 clusters Score -1156308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1156307.500000 Penalty: 3071.731201
	Iteration 95Q: 3 clusters Score -1156308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1156307.875000 Penalty: 3071.731201
	Iteration 96Q: 3 clusters Score -1156308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1156308.625000 Penalty: 3071.731201
	Iteration 97Q: 3 clusters Score -1156309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1156310.625000 Penalty: 3071.731201
	Iteration 98Q: 3 clusters Score -1156311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1156309.250000 Penalty: 3071.731201
	Iteration 99Q: 3 clusters Score -1156309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1156309.250000 Penalty: 3071.731201
	Iteration 100F: 3 clusters Score -1156309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Entering Unmasked Estep 
Score: -993591.375000 Penalty: 1520.952515
	Iteration 0F: 2 clusters Score -993591.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -985340.625000 Penalty: 3041.905029
	Iteration 0F: 3 clusters Score -985340.6 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -988355.250000 Penalty: 3041.905029
	Iteration 1F: 3 clusters Score -988355.2 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -988794.875000 Penalty: 3041.905029
	Iteration 2F: 3 clusters Score -988794.9 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -989259.375000 Penalty: 3041.905029
	Iteration 3F: 3 clusters Score -989259.4 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -989858.062500 Penalty: 3041.905029
	Iteration 4F: 3 clusters Score -989858.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -990483.687500 Penalty: 3041.905029
	Iteration 5F: 3 clusters Score -990483.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -991022.562500 Penalty: 3041.905029
	Iteration 6F: 3 clusters Score -991022.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -991364.375000 Penalty: 3041.905029
	Iteration 7F: 3 clusters Score -991364.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -991578.250000 Penalty: 3041.905029
	Iteration 8Q: 3 clusters Score -991578.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -991738.750000 Penalty: 3041.905029
	Iteration 9Q: 3 clusters Score -991738.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -991851.937500 Penalty: 3041.905029
	Iteration 10Q: 3 clusters Score -991851.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -991959.562500 Penalty: 3041.905029
	Iteration 11Q: 3 clusters Score -991959.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -992046.750000 Penalty: 3041.905029
	Iteration 12Q: 3 clusters Score -992046.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -992104.687500 Penalty: 3041.905029
	Iteration 13Q: 3 clusters Score -992104.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -992141.500000 Penalty: 3041.905029
	Iteration 14Q: 3 clusters Score -992141.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -992165.875000 Penalty: 3041.905029
	Iteration 15Q: 3 clusters Score -992165.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -992185.500000 Penalty: 3041.905029
	Iteration 16Q: 3 clusters Score -992185.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -992199.625000 Penalty: 3041.905029
	Iteration 17Q: 3 clusters Score -992199.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -992212.687500 Penalty: 3041.905029
	Iteration 18Q: 3 clusters Score -992212.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -992220.687500 Penalty: 3041.905029
	Iteration 19Q: 3 clusters Score -992220.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -992230.687500 Penalty: 3041.905029
	Iteration 20F: 3 clusters Score -992230.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -992233.625000 Penalty: 3041.905029
	Iteration 21Q: 3 clusters Score -992233.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -992239.812500 Penalty: 3041.905029
	Iteration 22Q: 3 clusters Score -992239.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -992246.062500 Penalty: 3041.905029
	Iteration 23Q: 3 clusters Score -992246.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -992249.062500 Penalty: 3041.905029
	Iteration 24Q: 3 clusters Score -992249.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -992249.812500 Penalty: 3041.905029
	Iteration 25Q: 3 clusters Score -992249.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -992254.375000 Penalty: 3041.905029
	Iteration 26Q: 3 clusters Score -992254.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -992255.937500 Penalty: 3041.905029
	Iteration 27Q: 3 clusters Score -992255.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -992254.125000 Penalty: 3041.905029
	Iteration 28Q: 3 clusters Score -992254.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -992255.437500 Penalty: 3041.905029
	Iteration 29Q: 3 clusters Score -992255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -992254.375000 Penalty: 3041.905029
	Iteration 30Q: 3 clusters Score -992254.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -992255.375000 Penalty: 3041.905029
	Iteration 31Q: 3 clusters Score -992255.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -992255.375000 Penalty: 3041.905029
	Iteration 32F: 3 clusters Score -992255.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Entering Unmasked Estep 
Score: -481959.312500 Penalty: 1404.392456
	Iteration 0F: 2 clusters Score -481959.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -477565.593750 Penalty: 2808.784912
	Iteration 0F: 3 clusters Score -477565.6 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -478921.781250 Penalty: 2808.784912
	Iteration 1F: 3 clusters Score -478921.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -479290.375000 Penalty: 2808.784912
	Iteration 2F: 3 clusters Score -479290.4 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -479709.875000 Penalty: 2808.784912
	Iteration 3F: 3 clusters Score -479709.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -480168.187500 Penalty: 2808.784912
	Iteration 4F: 3 clusters Score -480168.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -480590.843750 Penalty: 2808.784912
	Iteration 5F: 3 clusters Score -480590.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -480983.000000 Penalty: 2808.784912
	Iteration 6F: 3 clusters Score -480983 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -481261.468750 Penalty: 2808.784912
	Iteration 7F: 3 clusters Score -481261.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -481419.093750 Penalty: 2808.784912
	Iteration 8Q: 3 clusters Score -481419.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -481492.593750 Penalty: 2808.784912
	Iteration 9Q: 3 clusters Score -481492.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -481523.562500 Penalty: 2808.784912
	Iteration 10Q: 3 clusters Score -481523.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -481543.593750 Penalty: 2808.784912
	Iteration 11Q: 3 clusters Score -481543.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -481557.875000 Penalty: 2808.784912
	Iteration 12Q: 3 clusters Score -481557.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -481568.687500 Penalty: 2808.784912
	Iteration 13Q: 3 clusters Score -481568.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -481579.468750 Penalty: 2808.784912
	Iteration 14Q: 3 clusters Score -481579.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -481581.718750 Penalty: 2808.784912
	Iteration 15Q: 3 clusters Score -481581.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -481583.937500 Penalty: 2808.784912
	Iteration 16Q: 3 clusters Score -481583.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -481587.062500 Penalty: 2808.784912
	Iteration 17Q: 3 clusters Score -481587.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -481589.093750 Penalty: 2808.784912
	Iteration 18Q: 3 clusters Score -481589.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -481592.031250 Penalty: 2808.784912
	Iteration 19Q: 3 clusters Score -481592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -481593.031250 Penalty: 2808.784912
	Iteration 20F: 3 clusters Score -481593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -481593.625000 Penalty: 2808.784912
	Iteration 21Q: 3 clusters Score -481593.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -481595.437500 Penalty: 2808.784912
	Iteration 22Q: 3 clusters Score -481595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -481596.312500 Penalty: 2808.784912
	Iteration 23Q: 3 clusters Score -481596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -481595.750000 Penalty: 2808.784912
	Iteration 24Q: 3 clusters Score -481595.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -481598.156250 Penalty: 2808.784912
	Iteration 25Q: 3 clusters Score -481598.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -481597.625000 Penalty: 2808.784912
	Iteration 26Q: 3 clusters Score -481597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -481598.125000 Penalty: 2808.784912
	Iteration 27Q: 3 clusters Score -481598.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -481600.343750 Penalty: 2808.784912
	Iteration 28Q: 3 clusters Score -481600.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -481600.218750 Penalty: 2808.784912
	Iteration 29Q: 3 clusters Score -481600.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -481601.968750 Penalty: 2808.784912
	Iteration 30Q: 3 clusters Score -481602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -481602.687500 Penalty: 2808.784912
	Iteration 31Q: 3 clusters Score -481602.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -481602.625000 Penalty: 2808.784912
	Iteration 32Q: 3 clusters Score -481602.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -481604.500000 Penalty: 2808.784912
	Iteration 33Q: 3 clusters Score -481604.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -481603.468750 Penalty: 2808.784912
	Iteration 34Q: 3 clusters Score -481603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -481604.406250 Penalty: 2808.784912
	Iteration 35Q: 3 clusters Score -481604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -481604.468750 Penalty: 2808.784912
	Iteration 36Q: 3 clusters Score -481604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -481604.812500 Penalty: 2808.784912
	Iteration 37Q: 3 clusters Score -481604.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -481605.437500 Penalty: 2808.784912
	Iteration 38Q: 3 clusters Score -481605.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -481606.375000 Penalty: 2808.784912
	Iteration 39Q: 3 clusters Score -481606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -481607.281250 Penalty: 2808.784912
	Iteration 40F: 3 clusters Score -481607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -481606.250000 Penalty: 2808.784912
	Iteration 41Q: 3 clusters Score -481606.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -481607.781250 Penalty: 2808.784912
	Iteration 42Q: 3 clusters Score -481607.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -481606.687500 Penalty: 2808.784912
	Iteration 43Q: 3 clusters Score -481606.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -481607.906250 Penalty: 2808.784912
	Iteration 44Q: 3 clusters Score -481607.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -481607.968750 Penalty: 2808.784912
	Iteration 45Q: 3 clusters Score -481608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -481607.531250 Penalty: 2808.784912
	Iteration 46Q: 3 clusters Score -481607.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -481607.531250 Penalty: 2808.784912
	Iteration 47F: 3 clusters Score -481607.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Entering Unmasked Estep 
Score: -209819.140625 Penalty: 1279.768677
	Iteration 0F: 2 clusters Score -209819.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -207408.750000 Penalty: 2559.537354
	Iteration 0F: 3 clusters Score -207408.8 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -208244.453125 Penalty: 2559.537354
	Iteration 1F: 3 clusters Score -208244.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -208616.843750 Penalty: 2559.537354
	Iteration 2F: 3 clusters Score -208616.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -208977.546875 Penalty: 2559.537354
	Iteration 3F: 3 clusters Score -208977.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -209247.015625 Penalty: 2559.537354
	Iteration 4F: 3 clusters Score -209247 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -209449.796875 Penalty: 2559.537354
	Iteration 5F: 3 clusters Score -209449.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -209636.765625 Penalty: 2559.537354
	Iteration 6Q: 3 clusters Score -209636.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -209834.921875 Penalty: 2559.537354
	Iteration 7Q: 3 clusters Score -209834.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -209914.921875 Penalty: 2559.537354
	Iteration 8Q: 3 clusters Score -209914.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -209943.890625 Penalty: 2559.537354
	Iteration 9Q: 3 clusters Score -209943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -209963.968750 Penalty: 2559.537354
	Iteration 10Q: 3 clusters Score -209964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -209981.359375 Penalty: 2559.537354
	Iteration 11Q: 3 clusters Score -209981.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -209993.875000 Penalty: 2559.537354
	Iteration 12Q: 3 clusters Score -209993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -209999.187500 Penalty: 2559.537354
	Iteration 13Q: 3 clusters Score -209999.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -210000.875000 Penalty: 2559.537354
	Iteration 14Q: 3 clusters Score -210000.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -210001.156250 Penalty: 2559.537354
	Iteration 15Q: 3 clusters Score -210001.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210001.515625 Penalty: 2559.537354
	Iteration 16Q: 3 clusters Score -210001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -210001.515625 Penalty: 2559.537354
	Iteration 17F: 3 clusters Score -210001.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 38670 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 808 members 
Entering Unmasked Estep 
Score: -40875276.000000 Penalty: 76597.609375
Splitting cluster 18 changes total score from -40874956.000000 to -40875276.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (38670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38670 members 
Entering Unmasked Estep 
Score: -3390613.250000 Penalty: 1716.458130
	Iteration 0F: 2 clusters Score -3390613 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -3364603.500000 Penalty: 3432.916260
	Iteration 0F: 3 clusters Score -3364604 nChanged 17972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -3374584.250000 Penalty: 3432.916260
	Iteration 1F: 3 clusters Score -3374584 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3375168.000000 Penalty: 3432.916260
	Iteration 2Q: 3 clusters Score -3375168 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -3375987.250000 Penalty: 3432.916260
	Iteration 3Q: 3 clusters Score -3375987 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -3377196.250000 Penalty: 3432.916260
	Iteration 4Q: 3 clusters Score -3377196 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20227 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -3378672.500000 Penalty: 3432.916260
	Iteration 5F: 3 clusters Score -3378672 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21219 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -3380216.750000 Penalty: 3432.916260
	Iteration 6F: 3 clusters Score -3380217 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -3381931.750000 Penalty: 3432.916260
	Iteration 7F: 3 clusters Score -3381932 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3383657.750000 Penalty: 3432.916260
	Iteration 8F: 3 clusters Score -3383658 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3385490.250000 Penalty: 3432.916260
	Iteration 9F: 3 clusters Score -3385490 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3387067.750000 Penalty: 3432.916260
	Iteration 10F: 3 clusters Score -3387068 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -3388102.000000 Penalty: 3432.916260
	Iteration 11Q: 3 clusters Score -3388102 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -3388867.750000 Penalty: 3432.916260
	Iteration 12Q: 3 clusters Score -3388868 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3389448.250000 Penalty: 3432.916260
	Iteration 13Q: 3 clusters Score -3389448 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -3389857.500000 Penalty: 3432.916260
	Iteration 14Q: 3 clusters Score -3389858 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -3390163.500000 Penalty: 3432.916260
	Iteration 15Q: 3 clusters Score -3390164 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3390441.750000 Penalty: 3432.916260
	Iteration 16Q: 3 clusters Score -3390442 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33090 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -3390648.500000 Penalty: 3432.916260
	Iteration 17Q: 3 clusters Score -3390648 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -3390801.000000 Penalty: 3432.916260
	Iteration 18Q: 3 clusters Score -3390801 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -3390952.750000 Penalty: 3432.916260
	Iteration 19Q: 3 clusters Score -3390953 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -3391085.750000 Penalty: 3432.916260
	Iteration 20F: 3 clusters Score -3391086 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34503 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3391243.000000 Penalty: 3432.916260
	Iteration 21Q: 3 clusters Score -3391243 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34806 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -3391401.500000 Penalty: 3432.916260
	Iteration 22Q: 3 clusters Score -3391402 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3391594.500000 Penalty: 3432.916260
	Iteration 23Q: 3 clusters Score -3391594 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -3391846.750000 Penalty: 3432.916260
	Iteration 24Q: 3 clusters Score -3391847 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3392188.500000 Penalty: 3432.916260
	Iteration 25Q: 3 clusters Score -3392188 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3392483.750000 Penalty: 3432.916260
	Iteration 26Q: 3 clusters Score -3392484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -3392621.000000 Penalty: 3432.916260
	Iteration 27Q: 3 clusters Score -3392621 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -3392660.750000 Penalty: 3432.916260
	Iteration 28Q: 3 clusters Score -3392661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36089 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -3392670.250000 Penalty: 3432.916260
	Iteration 29Q: 3 clusters Score -3392670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -3392683.250000 Penalty: 3432.916260
	Iteration 30Q: 3 clusters Score -3392683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3392684.500000 Penalty: 3432.916260
	Iteration 31Q: 3 clusters Score -3392684 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -3392686.250000 Penalty: 3432.916260
	Iteration 32Q: 3 clusters Score -3392686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3392685.250000 Penalty: 3432.916260
	Iteration 33Q: 3 clusters Score -3392685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3392688.500000 Penalty: 3432.916260
	Iteration 34Q: 3 clusters Score -3392688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3392686.750000 Penalty: 3432.916260
	Iteration 35Q: 3 clusters Score -3392687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -3392686.750000 Penalty: 3432.916260
	Iteration 36F: 3 clusters Score -3392687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 10284 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 808 members 
Mstep: Class 37 contains 2539 members 
Entering Unmasked Estep 
Score: -40876724.000000 Penalty: 78725.320312
Splitting cluster 19 changes total score from -40874956.000000 to -40876724.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 20 (25562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Entering Unmasked Estep 
Score: -2268419.250000 Penalty: 1649.190063
	Iteration 0F: 2 clusters Score -2268419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -2251233.500000 Penalty: 3298.380127
	Iteration 0F: 3 clusters Score -2251234 nChanged 11642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2257604.500000 Penalty: 3298.380127
	Iteration 1F: 3 clusters Score -2257604 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2257977.500000 Penalty: 3298.380127
	Iteration 2Q: 3 clusters Score -2257978 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2258338.000000 Penalty: 3298.380127
	Iteration 3Q: 3 clusters Score -2258338 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -2258670.500000 Penalty: 3298.380127
	Iteration 4Q: 3 clusters Score -2258670 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2259011.000000 Penalty: 3298.380127
	Iteration 5Q: 3 clusters Score -2259011 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2259422.500000 Penalty: 3298.380127
	Iteration 6Q: 3 clusters Score -2259422 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2259866.250000 Penalty: 3298.380127
	Iteration 7Q: 3 clusters Score -2259866 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 14847 members 
Entering Unmasked Estep 
Score: -2260406.750000 Penalty: 3298.380127
	Iteration 8Q: 3 clusters Score -2260407 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2261100.000000 Penalty: 3298.380127
	Iteration 9Q: 3 clusters Score -2261100 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2261943.250000 Penalty: 3298.380127
	Iteration 10Q: 3 clusters Score -2261943 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2262826.500000 Penalty: 3298.380127
	Iteration 11Q: 3 clusters Score -2262826 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2263475.750000 Penalty: 3298.380127
	Iteration 12Q: 3 clusters Score -2263476 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2263872.750000 Penalty: 3298.380127
	Iteration 13Q: 3 clusters Score -2263873 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2264106.000000 Penalty: 3298.380127
	Iteration 14Q: 3 clusters Score -2264106 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -2264342.000000 Penalty: 3298.380127
	Iteration 15Q: 3 clusters Score -2264342 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2264585.000000 Penalty: 3298.380127
	Iteration 16Q: 3 clusters Score -2264585 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -2264816.500000 Penalty: 3298.380127
	Iteration 17Q: 3 clusters Score -2264816 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2265007.250000 Penalty: 3298.380127
	Iteration 18Q: 3 clusters Score -2265007 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2265171.000000 Penalty: 3298.380127
	Iteration 19Q: 3 clusters Score -2265171 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2265299.000000 Penalty: 3298.380127
	Iteration 20F: 3 clusters Score -2265299 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2265376.000000 Penalty: 3298.380127
	Iteration 21Q: 3 clusters Score -2265376 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -2265451.500000 Penalty: 3298.380127
	Iteration 22Q: 3 clusters Score -2265452 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2265518.000000 Penalty: 3298.380127
	Iteration 23Q: 3 clusters Score -2265518 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -2265567.250000 Penalty: 3298.380127
	Iteration 24Q: 3 clusters Score -2265567 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2265607.500000 Penalty: 3298.380127
	Iteration 25Q: 3 clusters Score -2265608 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2265655.250000 Penalty: 3298.380127
	Iteration 26Q: 3 clusters Score -2265655 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2265707.750000 Penalty: 3298.380127
	Iteration 27Q: 3 clusters Score -2265708 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2265747.500000 Penalty: 3298.380127
	Iteration 28Q: 3 clusters Score -2265748 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2265779.750000 Penalty: 3298.380127
	Iteration 29Q: 3 clusters Score -2265780 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2265812.000000 Penalty: 3298.380127
	Iteration 30Q: 3 clusters Score -2265812 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2265839.250000 Penalty: 3298.380127
	Iteration 31Q: 3 clusters Score -2265839 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2265865.000000 Penalty: 3298.380127
	Iteration 32Q: 3 clusters Score -2265865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2265899.250000 Penalty: 3298.380127
	Iteration 33Q: 3 clusters Score -2265899 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2265933.250000 Penalty: 3298.380127
	Iteration 34Q: 3 clusters Score -2265933 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2265966.000000 Penalty: 3298.380127
	Iteration 35Q: 3 clusters Score -2265966 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -2266002.750000 Penalty: 3298.380127
	Iteration 36Q: 3 clusters Score -2266003 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -2266037.250000 Penalty: 3298.380127
	Iteration 37Q: 3 clusters Score -2266037 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 21727 members 
Entering Unmasked Estep 
Score: -2266087.250000 Penalty: 3298.380127
	Iteration 38Q: 3 clusters Score -2266087 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -2266122.500000 Penalty: 3298.380127
	Iteration 39Q: 3 clusters Score -2266122 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2266153.500000 Penalty: 3298.380127
	Iteration 40F: 3 clusters Score -2266154 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 22172 members 
Entering Unmasked Estep 
Score: -2266189.500000 Penalty: 3298.380127
	Iteration 41Q: 3 clusters Score -2266190 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -2266229.750000 Penalty: 3298.380127
	Iteration 42Q: 3 clusters Score -2266230 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -2266267.250000 Penalty: 3298.380127
	Iteration 43Q: 3 clusters Score -2266267 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -2266308.000000 Penalty: 3298.380127
	Iteration 44Q: 3 clusters Score -2266308 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -2266337.750000 Penalty: 3298.380127
	Iteration 45Q: 3 clusters Score -2266338 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2266369.000000 Penalty: 3298.380127
	Iteration 46Q: 3 clusters Score -2266369 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -2266392.250000 Penalty: 3298.380127
	Iteration 47Q: 3 clusters Score -2266392 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -2266439.500000 Penalty: 3298.380127
	Iteration 48Q: 3 clusters Score -2266440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2266483.250000 Penalty: 3298.380127
	Iteration 49Q: 3 clusters Score -2266483 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -2266527.750000 Penalty: 3298.380127
	Iteration 50Q: 3 clusters Score -2266528 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -2266568.750000 Penalty: 3298.380127
	Iteration 51Q: 3 clusters Score -2266569 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 23542 members 
Entering Unmasked Estep 
Score: -2266600.000000 Penalty: 3298.380127
	Iteration 52Q: 3 clusters Score -2266600 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -2266635.500000 Penalty: 3298.380127
	Iteration 53Q: 3 clusters Score -2266636 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -2266672.750000 Penalty: 3298.380127
	Iteration 54Q: 3 clusters Score -2266673 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -2266717.500000 Penalty: 3298.380127
	Iteration 55Q: 3 clusters Score -2266718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -2266760.250000 Penalty: 3298.380127
	Iteration 56Q: 3 clusters Score -2266760 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -2266796.750000 Penalty: 3298.380127
	Iteration 57Q: 3 clusters Score -2266797 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2266829.500000 Penalty: 3298.380127
	Iteration 58Q: 3 clusters Score -2266830 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -2266873.500000 Penalty: 3298.380127
	Iteration 59Q: 3 clusters Score -2266874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -2266914.250000 Penalty: 3298.380127
	Iteration 60F: 3 clusters Score -2266914 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 24420 members 
Entering Unmasked Estep 
Score: -2266949.250000 Penalty: 3298.380127
	Iteration 61Q: 3 clusters Score -2266949 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2266974.000000 Penalty: 3298.380127
	Iteration 62Q: 3 clusters Score -2266974 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -2266998.250000 Penalty: 3298.380127
	Iteration 63Q: 3 clusters Score -2266998 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -2267013.250000 Penalty: 3298.380127
	Iteration 64Q: 3 clusters Score -2267013 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -2267031.500000 Penalty: 3298.380127
	Iteration 65Q: 3 clusters Score -2267032 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2267057.250000 Penalty: 3298.380127
	Iteration 66Q: 3 clusters Score -2267057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -2267073.250000 Penalty: 3298.380127
	Iteration 67Q: 3 clusters Score -2267073 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -2267089.750000 Penalty: 3298.380127
	Iteration 68Q: 3 clusters Score -2267090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -2267099.250000 Penalty: 3298.380127
	Iteration 69Q: 3 clusters Score -2267099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 24816 members 
Entering Unmasked Estep 
Score: -2267110.750000 Penalty: 3298.380127
	Iteration 70Q: 3 clusters Score -2267111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -2267123.000000 Penalty: 3298.380127
	Iteration 71Q: 3 clusters Score -2267123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -2267133.250000 Penalty: 3298.380127
	Iteration 72Q: 3 clusters Score -2267133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -2267136.750000 Penalty: 3298.380127
	Iteration 73Q: 3 clusters Score -2267137 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -2267146.250000 Penalty: 3298.380127
	Iteration 74Q: 3 clusters Score -2267146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2267154.250000 Penalty: 3298.380127
	Iteration 75Q: 3 clusters Score -2267154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2267157.000000 Penalty: 3298.380127
	Iteration 76Q: 3 clusters Score -2267157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -2267159.750000 Penalty: 3298.380127
	Iteration 77Q: 3 clusters Score -2267160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -2267160.500000 Penalty: 3298.380127
	Iteration 78Q: 3 clusters Score -2267160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -2267168.250000 Penalty: 3298.380127
	Iteration 79Q: 3 clusters Score -2267168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -2267169.250000 Penalty: 3298.380127
	Iteration 80F: 3 clusters Score -2267169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -2267171.250000 Penalty: 3298.380127
	Iteration 81Q: 3 clusters Score -2267171 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -2267171.500000 Penalty: 3298.380127
	Iteration 82Q: 3 clusters Score -2267172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -2267174.500000 Penalty: 3298.380127
	Iteration 83Q: 3 clusters Score -2267174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -2267179.750000 Penalty: 3298.380127
	Iteration 84Q: 3 clusters Score -2267180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -2267178.750000 Penalty: 3298.380127
	Iteration 85Q: 3 clusters Score -2267179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -2267183.000000 Penalty: 3298.380127
	Iteration 86Q: 3 clusters Score -2267183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -2267183.500000 Penalty: 3298.380127
	Iteration 87Q: 3 clusters Score -2267184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -2267183.000000 Penalty: 3298.380127
	Iteration 88Q: 3 clusters Score -2267183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 24973 members 
Entering Unmasked Estep 
Score: -2267182.250000 Penalty: 3298.380127
	Iteration 89Q: 3 clusters Score -2267182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -2267181.500000 Penalty: 3298.380127
	Iteration 90Q: 3 clusters Score -2267182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2267180.250000 Penalty: 3298.380127
	Iteration 91Q: 3 clusters Score -2267180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -2267180.250000 Penalty: 3298.380127
	Iteration 92F: 3 clusters Score -2267180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Entering Unmasked Estep 
Score: -728266.750000 Penalty: 1468.134888
	Iteration 0F: 2 clusters Score -728266.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -722143.750000 Penalty: 2936.269775
	Iteration 0F: 3 clusters Score -722143.8 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -724082.125000 Penalty: 2936.269775
	Iteration 1F: 3 clusters Score -724082.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -724335.000000 Penalty: 2936.269775
	Iteration 2F: 3 clusters Score -724335 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -724532.375000 Penalty: 2936.269775
	Iteration 3F: 3 clusters Score -724532.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -724713.062500 Penalty: 2936.269775
	Iteration 4Q: 3 clusters Score -724713.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -724891.687500 Penalty: 2936.269775
	Iteration 5Q: 3 clusters Score -724891.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -725104.187500 Penalty: 2936.269775
	Iteration 6Q: 3 clusters Score -725104.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -725296.500000 Penalty: 2936.269775
	Iteration 7Q: 3 clusters Score -725296.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -725466.625000 Penalty: 2936.269775
	Iteration 8Q: 3 clusters Score -725466.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -725641.187500 Penalty: 2936.269775
	Iteration 9Q: 3 clusters Score -725641.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -725820.312500 Penalty: 2936.269775
	Iteration 10Q: 3 clusters Score -725820.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -726002.312500 Penalty: 2936.269775
	Iteration 11Q: 3 clusters Score -726002.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -726168.125000 Penalty: 2936.269775
	Iteration 12Q: 3 clusters Score -726168.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -726314.875000 Penalty: 2936.269775
	Iteration 13Q: 3 clusters Score -726314.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -726443.062500 Penalty: 2936.269775
	Iteration 14Q: 3 clusters Score -726443.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -726542.812500 Penalty: 2936.269775
	Iteration 15Q: 3 clusters Score -726542.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -726626.250000 Penalty: 2936.269775
	Iteration 16Q: 3 clusters Score -726626.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -726697.000000 Penalty: 2936.269775
	Iteration 17Q: 3 clusters Score -726697 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -726756.187500 Penalty: 2936.269775
	Iteration 18Q: 3 clusters Score -726756.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -726805.812500 Penalty: 2936.269775
	Iteration 19Q: 3 clusters Score -726805.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -726863.750000 Penalty: 2936.269775
	Iteration 20F: 3 clusters Score -726863.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -726913.000000 Penalty: 2936.269775
	Iteration 21Q: 3 clusters Score -726913 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -726954.437500 Penalty: 2936.269775
	Iteration 22Q: 3 clusters Score -726954.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -726979.437500 Penalty: 2936.269775
	Iteration 23Q: 3 clusters Score -726979.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -727003.562500 Penalty: 2936.269775
	Iteration 24Q: 3 clusters Score -727003.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -727030.000000 Penalty: 2936.269775
	Iteration 25Q: 3 clusters Score -727030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -727054.625000 Penalty: 2936.269775
	Iteration 26Q: 3 clusters Score -727054.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -727088.000000 Penalty: 2936.269775
	Iteration 27Q: 3 clusters Score -727088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -727121.812500 Penalty: 2936.269775
	Iteration 28Q: 3 clusters Score -727121.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -727146.812500 Penalty: 2936.269775
	Iteration 29Q: 3 clusters Score -727146.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -727167.312500 Penalty: 2936.269775
	Iteration 30Q: 3 clusters Score -727167.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -727179.687500 Penalty: 2936.269775
	Iteration 31Q: 3 clusters Score -727179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -727188.625000 Penalty: 2936.269775
	Iteration 32Q: 3 clusters Score -727188.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -727200.625000 Penalty: 2936.269775
	Iteration 33Q: 3 clusters Score -727200.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -727203.187500 Penalty: 2936.269775
	Iteration 34Q: 3 clusters Score -727203.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -727205.875000 Penalty: 2936.269775
	Iteration 35Q: 3 clusters Score -727205.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -727212.312500 Penalty: 2936.269775
	Iteration 36Q: 3 clusters Score -727212.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -727221.625000 Penalty: 2936.269775
	Iteration 37Q: 3 clusters Score -727221.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -727222.125000 Penalty: 2936.269775
	Iteration 38Q: 3 clusters Score -727222.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -727225.312500 Penalty: 2936.269775
	Iteration 39Q: 3 clusters Score -727225.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -727230.750000 Penalty: 2936.269775
	Iteration 40F: 3 clusters Score -727230.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -727232.437500 Penalty: 2936.269775
	Iteration 41Q: 3 clusters Score -727232.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -727233.937500 Penalty: 2936.269775
	Iteration 42Q: 3 clusters Score -727233.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -727235.500000 Penalty: 2936.269775
	Iteration 43Q: 3 clusters Score -727235.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -727237.750000 Penalty: 2936.269775
	Iteration 44Q: 3 clusters Score -727237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -727240.000000 Penalty: 2936.269775
	Iteration 45Q: 3 clusters Score -727240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -727240.000000 Penalty: 2936.269775
	Iteration 46F: 3 clusters Score -727240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -786635.687500 Penalty: 1501.230957
	Iteration 0F: 2 clusters Score -786635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -779319.937500 Penalty: 3002.461914
	Iteration 0F: 3 clusters Score -779319.9 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -782283.375000 Penalty: 3002.461914
	Iteration 1F: 3 clusters Score -782283.4 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -783013.000000 Penalty: 3002.461914
	Iteration 2F: 3 clusters Score -783013 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -783669.875000 Penalty: 3002.461914
	Iteration 3F: 3 clusters Score -783669.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -784260.625000 Penalty: 3002.461914
	Iteration 4F: 3 clusters Score -784260.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -784755.687500 Penalty: 3002.461914
	Iteration 5F: 3 clusters Score -784755.7 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -785153.250000 Penalty: 3002.461914
	Iteration 6F: 3 clusters Score -785153.2 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -785523.375000 Penalty: 3002.461914
	Iteration 7Q: 3 clusters Score -785523.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -785835.250000 Penalty: 3002.461914
	Iteration 8Q: 3 clusters Score -785835.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -786030.062500 Penalty: 3002.461914
	Iteration 9Q: 3 clusters Score -786030.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -786171.125000 Penalty: 3002.461914
	Iteration 10Q: 3 clusters Score -786171.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -786278.812500 Penalty: 3002.461914
	Iteration 11Q: 3 clusters Score -786278.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -786384.375000 Penalty: 3002.461914
	Iteration 12Q: 3 clusters Score -786384.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -786473.625000 Penalty: 3002.461914
	Iteration 13Q: 3 clusters Score -786473.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -786539.625000 Penalty: 3002.461914
	Iteration 14Q: 3 clusters Score -786539.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -786587.687500 Penalty: 3002.461914
	Iteration 15Q: 3 clusters Score -786587.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -786610.937500 Penalty: 3002.461914
	Iteration 16Q: 3 clusters Score -786610.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -786622.875000 Penalty: 3002.461914
	Iteration 17Q: 3 clusters Score -786622.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -786640.000000 Penalty: 3002.461914
	Iteration 18Q: 3 clusters Score -786640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -786652.062500 Penalty: 3002.461914
	Iteration 19Q: 3 clusters Score -786652.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -786666.187500 Penalty: 3002.461914
	Iteration 20F: 3 clusters Score -786666.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -786679.000000 Penalty: 3002.461914
	Iteration 21Q: 3 clusters Score -786679 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -786689.812500 Penalty: 3002.461914
	Iteration 22Q: 3 clusters Score -786689.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -786698.562500 Penalty: 3002.461914
	Iteration 23Q: 3 clusters Score -786698.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -786702.375000 Penalty: 3002.461914
	Iteration 24Q: 3 clusters Score -786702.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -786703.625000 Penalty: 3002.461914
	Iteration 25Q: 3 clusters Score -786703.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -786707.312500 Penalty: 3002.461914
	Iteration 26Q: 3 clusters Score -786707.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -786712.187500 Penalty: 3002.461914
	Iteration 27Q: 3 clusters Score -786712.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -786713.250000 Penalty: 3002.461914
	Iteration 28Q: 3 clusters Score -786713.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -786712.062500 Penalty: 3002.461914
	Iteration 29Q: 3 clusters Score -786712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -786716.062500 Penalty: 3002.461914
	Iteration 30Q: 3 clusters Score -786716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -786717.062500 Penalty: 3002.461914
	Iteration 31Q: 3 clusters Score -786717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -786719.937500 Penalty: 3002.461914
	Iteration 32Q: 3 clusters Score -786719.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -786722.875000 Penalty: 3002.461914
	Iteration 33Q: 3 clusters Score -786722.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -786727.437500 Penalty: 3002.461914
	Iteration 34Q: 3 clusters Score -786727.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -786732.062500 Penalty: 3002.461914
	Iteration 35Q: 3 clusters Score -786732.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -786735.125000 Penalty: 3002.461914
	Iteration 36Q: 3 clusters Score -786735.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -786738.625000 Penalty: 3002.461914
	Iteration 37Q: 3 clusters Score -786738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -786744.375000 Penalty: 3002.461914
	Iteration 38Q: 3 clusters Score -786744.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -786748.062500 Penalty: 3002.461914
	Iteration 39Q: 3 clusters Score -786748.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -786750.375000 Penalty: 3002.461914
	Iteration 40F: 3 clusters Score -786750.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -786760.687500 Penalty: 3002.461914
	Iteration 41Q: 3 clusters Score -786760.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -786761.812500 Penalty: 3002.461914
	Iteration 42Q: 3 clusters Score -786761.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -786765.250000 Penalty: 3002.461914
	Iteration 43Q: 3 clusters Score -786765.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -786766.000000 Penalty: 3002.461914
	Iteration 44Q: 3 clusters Score -786766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -786770.875000 Penalty: 3002.461914
	Iteration 45Q: 3 clusters Score -786770.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -786774.625000 Penalty: 3002.461914
	Iteration 46Q: 3 clusters Score -786774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -786776.062500 Penalty: 3002.461914
	Iteration 47Q: 3 clusters Score -786776.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -786780.000000 Penalty: 3002.461914
	Iteration 48Q: 3 clusters Score -786780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -786779.750000 Penalty: 3002.461914
	Iteration 49Q: 3 clusters Score -786779.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -786779.500000 Penalty: 3002.461914
	Iteration 50Q: 3 clusters Score -786779.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -786778.687500 Penalty: 3002.461914
	Iteration 51Q: 3 clusters Score -786778.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -786780.250000 Penalty: 3002.461914
	Iteration 52Q: 3 clusters Score -786780.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -786779.750000 Penalty: 3002.461914
	Iteration 53Q: 3 clusters Score -786779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -786779.750000 Penalty: 3002.461914
	Iteration 54F: 3 clusters Score -786779.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 23827 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 808 members 
Mstep: Class 37 contains 2539 members 
Mstep: Class 38 contains 1582 members 
Entering Unmasked Estep 
Score: -40876240.000000 Penalty: 80853.031250
Splitting cluster 22 changes total score from -40874956.000000 to -40876240.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 23 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -264716.218750 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -264716.2 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 1489 members 
Entering Unmasked Estep 
Score: -261982.218750 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -261982.2 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -262628.281250 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -262628.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -262758.531250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -262758.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -262831.218750 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -262831.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -262879.531250 Penalty: 2603.042969
	Iteration 4Q: 3 clusters Score -262879.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -262914.562500 Penalty: 2603.042969
	Iteration 5Q: 3 clusters Score -262914.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -262947.406250 Penalty: 2603.042969
	Iteration 6Q: 3 clusters Score -262947.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -262979.375000 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -262979.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -263013.406250 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -263013.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -263045.843750 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -263045.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -263078.937500 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -263078.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -263123.375000 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -263123.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -263181.187500 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -263181.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -263235.281250 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -263235.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -263301.937500 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -263301.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -263397.531250 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -263397.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -263490.906250 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -263490.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -263580.312500 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -263580.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -263664.250000 Penalty: 2603.042969
	Iteration 18Q: 3 clusters Score -263664.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -263727.000000 Penalty: 2603.042969
	Iteration 19Q: 3 clusters Score -263727 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -263780.625000 Penalty: 2603.042969
	Iteration 20F: 3 clusters Score -263780.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -263824.718750 Penalty: 2603.042969
	Iteration 21Q: 3 clusters Score -263824.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -263856.187500 Penalty: 2603.042969
	Iteration 22Q: 3 clusters Score -263856.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -263879.437500 Penalty: 2603.042969
	Iteration 23Q: 3 clusters Score -263879.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -263896.406250 Penalty: 2603.042969
	Iteration 24Q: 3 clusters Score -263896.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -263907.625000 Penalty: 2603.042969
	Iteration 25Q: 3 clusters Score -263907.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -263915.062500 Penalty: 2603.042969
	Iteration 26Q: 3 clusters Score -263915.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -263919.875000 Penalty: 2603.042969
	Iteration 27Q: 3 clusters Score -263919.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -263923.843750 Penalty: 2603.042969
	Iteration 28Q: 3 clusters Score -263923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -263925.187500 Penalty: 2603.042969
	Iteration 29Q: 3 clusters Score -263925.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -263925.531250 Penalty: 2603.042969
	Iteration 30Q: 3 clusters Score -263925.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -263925.531250 Penalty: 2603.042969
	Iteration 31F: 3 clusters Score -263925.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Entering Unmasked Estep 
Score: -65190.289062 Penalty: 1115.368042
	Iteration 0F: 2 clusters Score -65190.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -63819.000000 Penalty: 2230.736084
	Iteration 0F: 3 clusters Score -63819 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -64179.160156 Penalty: 2230.736084
	Iteration 1F: 3 clusters Score -64179.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -64318.882812 Penalty: 2230.736084
	Iteration 2F: 3 clusters Score -64318.88 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -64422.945312 Penalty: 2230.736084
	Iteration 3F: 3 clusters Score -64422.95 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -64523.933594 Penalty: 2230.736084
	Iteration 4F: 3 clusters Score -64523.93 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64626.062500 Penalty: 2230.736084
	Iteration 5Q: 3 clusters Score -64626.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -64733.144531 Penalty: 2230.736084
	Iteration 6Q: 3 clusters Score -64733.14 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -64838.562500 Penalty: 2230.736084
	Iteration 7Q: 3 clusters Score -64838.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -64865.351562 Penalty: 2230.736084
	Iteration 8Q: 3 clusters Score -64865.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -64905.105469 Penalty: 2230.736084
	Iteration 9Q: 3 clusters Score -64905.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -64924.093750 Penalty: 2230.736084
	Iteration 10Q: 3 clusters Score -64924.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -64941.847656 Penalty: 2230.736084
	Iteration 11Q: 3 clusters Score -64941.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -64961.054688 Penalty: 2230.736084
	Iteration 12Q: 3 clusters Score -64961.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -64968.292969 Penalty: 2230.736084
	Iteration 13Q: 3 clusters Score -64968.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -64971.019531 Penalty: 2230.736084
	Iteration 14Q: 3 clusters Score -64971.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -64977.984375 Penalty: 2230.736084
	Iteration 15Q: 3 clusters Score -64977.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -64980.601562 Penalty: 2230.736084
	Iteration 16Q: 3 clusters Score -64980.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -64983.097656 Penalty: 2230.736084
	Iteration 17Q: 3 clusters Score -64983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64983.656250 Penalty: 2230.736084
	Iteration 18Q: 3 clusters Score -64983.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -64983.656250 Penalty: 2230.736084
	Iteration 19F: 3 clusters Score -64983.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Entering Unmasked Estep 
Score: -1137950.125000 Penalty: 1541.758667
	Iteration 0F: 2 clusters Score -1137950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1128705.375000 Penalty: 3083.517334
	Iteration 0F: 3 clusters Score -1128705 nChanged 5816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1132242.375000 Penalty: 3083.517334
	Iteration 1F: 3 clusters Score -1132242 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1132906.750000 Penalty: 3083.517334
	Iteration 2F: 3 clusters Score -1132907 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1133642.125000 Penalty: 3083.517334
	Iteration 3F: 3 clusters Score -1133642 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1134500.500000 Penalty: 3083.517334
	Iteration 4F: 3 clusters Score -1134500 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1135354.500000 Penalty: 3083.517334
	Iteration 5F: 3 clusters Score -1135354 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1136054.875000 Penalty: 3083.517334
	Iteration 6F: 3 clusters Score -1136055 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1136435.375000 Penalty: 3083.517334
	Iteration 7Q: 3 clusters Score -1136435 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1136707.625000 Penalty: 3083.517334
	Iteration 8Q: 3 clusters Score -1136708 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1136901.625000 Penalty: 3083.517334
	Iteration 9Q: 3 clusters Score -1136902 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1137074.250000 Penalty: 3083.517334
	Iteration 10Q: 3 clusters Score -1137074 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1137196.500000 Penalty: 3083.517334
	Iteration 11Q: 3 clusters Score -1137196 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1137308.250000 Penalty: 3083.517334
	Iteration 12Q: 3 clusters Score -1137308 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1137391.250000 Penalty: 3083.517334
	Iteration 13Q: 3 clusters Score -1137391 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1137433.875000 Penalty: 3083.517334
	Iteration 14Q: 3 clusters Score -1137434 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1137458.875000 Penalty: 3083.517334
	Iteration 15Q: 3 clusters Score -1137459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1137473.625000 Penalty: 3083.517334
	Iteration 16Q: 3 clusters Score -1137474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1137491.500000 Penalty: 3083.517334
	Iteration 17Q: 3 clusters Score -1137492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1137496.125000 Penalty: 3083.517334
	Iteration 18Q: 3 clusters Score -1137496 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1137501.625000 Penalty: 3083.517334
	Iteration 19Q: 3 clusters Score -1137502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1137508.125000 Penalty: 3083.517334
	Iteration 20F: 3 clusters Score -1137508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1137513.375000 Penalty: 3083.517334
	Iteration 21Q: 3 clusters Score -1137513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1137516.125000 Penalty: 3083.517334
	Iteration 22Q: 3 clusters Score -1137516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1137517.000000 Penalty: 3083.517334
	Iteration 23Q: 3 clusters Score -1137517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1137521.750000 Penalty: 3083.517334
	Iteration 24Q: 3 clusters Score -1137522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1137523.625000 Penalty: 3083.517334
	Iteration 25Q: 3 clusters Score -1137524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1137526.000000 Penalty: 3083.517334
	Iteration 26Q: 3 clusters Score -1137526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1137524.750000 Penalty: 3083.517334
	Iteration 27Q: 3 clusters Score -1137525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1137527.625000 Penalty: 3083.517334
	Iteration 28Q: 3 clusters Score -1137528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1137529.000000 Penalty: 3083.517334
	Iteration 29Q: 3 clusters Score -1137529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1137530.000000 Penalty: 3083.517334
	Iteration 30Q: 3 clusters Score -1137530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1137533.125000 Penalty: 3083.517334
	Iteration 31Q: 3 clusters Score -1137533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1137533.125000 Penalty: 3083.517334
	Iteration 32Q: 3 clusters Score -1137533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1137532.875000 Penalty: 3083.517334
	Iteration 33Q: 3 clusters Score -1137533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1137532.500000 Penalty: 3083.517334
	Iteration 34Q: 3 clusters Score -1137532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1137532.500000 Penalty: 3083.517334
	Iteration 35Q: 3 clusters Score -1137532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1137532.500000 Penalty: 3083.517334
	Iteration 36F: 3 clusters Score -1137532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -273939.468750 Penalty: 1313.841431
	Iteration 0F: 2 clusters Score -273939.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -271080.093750 Penalty: 2627.682861
	Iteration 0F: 3 clusters Score -271080.1 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -271856.125000 Penalty: 2627.682861
	Iteration 1F: 3 clusters Score -271856.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -271998.281250 Penalty: 2627.682861
	Iteration 2F: 3 clusters Score -271998.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -272102.906250 Penalty: 2627.682861
	Iteration 3Q: 3 clusters Score -272102.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -272180.250000 Penalty: 2627.682861
	Iteration 4Q: 3 clusters Score -272180.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -272254.656250 Penalty: 2627.682861
	Iteration 5Q: 3 clusters Score -272254.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -272314.250000 Penalty: 2627.682861
	Iteration 6Q: 3 clusters Score -272314.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -272370.312500 Penalty: 2627.682861
	Iteration 7Q: 3 clusters Score -272370.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -272427.312500 Penalty: 2627.682861
	Iteration 8Q: 3 clusters Score -272427.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -272493.750000 Penalty: 2627.682861
	Iteration 9Q: 3 clusters Score -272493.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -272545.125000 Penalty: 2627.682861
	Iteration 10Q: 3 clusters Score -272545.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -272593.125000 Penalty: 2627.682861
	Iteration 11Q: 3 clusters Score -272593.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -272648.593750 Penalty: 2627.682861
	Iteration 12Q: 3 clusters Score -272648.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -272698.687500 Penalty: 2627.682861
	Iteration 13Q: 3 clusters Score -272698.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -272741.968750 Penalty: 2627.682861
	Iteration 14Q: 3 clusters Score -272742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -272779.562500 Penalty: 2627.682861
	Iteration 15Q: 3 clusters Score -272779.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -272811.000000 Penalty: 2627.682861
	Iteration 16Q: 3 clusters Score -272811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -272836.625000 Penalty: 2627.682861
	Iteration 17Q: 3 clusters Score -272836.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -272851.687500 Penalty: 2627.682861
	Iteration 18Q: 3 clusters Score -272851.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -272865.562500 Penalty: 2627.682861
	Iteration 19Q: 3 clusters Score -272865.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -272880.937500 Penalty: 2627.682861
	Iteration 20F: 3 clusters Score -272880.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -272903.031250 Penalty: 2627.682861
	Iteration 21Q: 3 clusters Score -272903 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -272925.343750 Penalty: 2627.682861
	Iteration 22Q: 3 clusters Score -272925.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -272938.406250 Penalty: 2627.682861
	Iteration 23Q: 3 clusters Score -272938.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -272947.875000 Penalty: 2627.682861
	Iteration 24Q: 3 clusters Score -272947.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -272956.281250 Penalty: 2627.682861
	Iteration 25Q: 3 clusters Score -272956.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -272961.500000 Penalty: 2627.682861
	Iteration 26Q: 3 clusters Score -272961.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -272966.156250 Penalty: 2627.682861
	Iteration 27Q: 3 clusters Score -272966.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -272970.031250 Penalty: 2627.682861
	Iteration 28Q: 3 clusters Score -272970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -272971.656250 Penalty: 2627.682861
	Iteration 29Q: 3 clusters Score -272971.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -272975.531250 Penalty: 2627.682861
	Iteration 30Q: 3 clusters Score -272975.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -272978.125000 Penalty: 2627.682861
	Iteration 31Q: 3 clusters Score -272978.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -272982.031250 Penalty: 2627.682861
	Iteration 32Q: 3 clusters Score -272982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -272986.125000 Penalty: 2627.682861
	Iteration 33Q: 3 clusters Score -272986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -272989.062500 Penalty: 2627.682861
	Iteration 34Q: 3 clusters Score -272989.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -272990.937500 Penalty: 2627.682861
	Iteration 35Q: 3 clusters Score -272990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -272991.218750 Penalty: 2627.682861
	Iteration 36Q: 3 clusters Score -272991.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -272993.312500 Penalty: 2627.682861
	Iteration 37Q: 3 clusters Score -272993.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -272995.812500 Penalty: 2627.682861
	Iteration 38Q: 3 clusters Score -272995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -272996.843750 Penalty: 2627.682861
	Iteration 39Q: 3 clusters Score -272996.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -272996.937500 Penalty: 2627.682861
	Iteration 40F: 3 clusters Score -272996.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -272996.625000 Penalty: 2627.682861
	Iteration 41Q: 3 clusters Score -272996.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -272996.625000 Penalty: 2627.682861
	Iteration 42F: 3 clusters Score -272996.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (23827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23827 members 
Entering Unmasked Estep 
Score: -2098126.250000 Penalty: 1637.768433
	Iteration 0F: 2 clusters Score -2098126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2081999.000000 Penalty: 3275.536865
	Iteration 0F: 3 clusters Score -2081999 nChanged 10907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -2088341.625000 Penalty: 3275.536865
	Iteration 1F: 3 clusters Score -2088342 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2089183.125000 Penalty: 3275.536865
	Iteration 2F: 3 clusters Score -2089183 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -2090293.125000 Penalty: 3275.536865
	Iteration 3F: 3 clusters Score -2090293 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2091615.750000 Penalty: 3275.536865
	Iteration 4F: 3 clusters Score -2091616 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2093120.875000 Penalty: 3275.536865
	Iteration 5F: 3 clusters Score -2093121 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2094792.625000 Penalty: 3275.536865
	Iteration 6F: 3 clusters Score -2094793 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2096480.375000 Penalty: 3275.536865
	Iteration 7F: 3 clusters Score -2096480 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2097758.250000 Penalty: 3275.536865
	Iteration 8Q: 3 clusters Score -2097758 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -2098440.750000 Penalty: 3275.536865
	Iteration 9Q: 3 clusters Score -2098441 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -2098749.250000 Penalty: 3275.536865
	Iteration 10Q: 3 clusters Score -2098749 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2098915.000000 Penalty: 3275.536865
	Iteration 11Q: 3 clusters Score -2098915 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2099083.500000 Penalty: 3275.536865
	Iteration 12Q: 3 clusters Score -2099084 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -2099238.500000 Penalty: 3275.536865
	Iteration 13Q: 3 clusters Score -2099238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2099425.000000 Penalty: 3275.536865
	Iteration 14Q: 3 clusters Score -2099425 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -2099648.250000 Penalty: 3275.536865
	Iteration 15Q: 3 clusters Score -2099648 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2099869.250000 Penalty: 3275.536865
	Iteration 16Q: 3 clusters Score -2099869 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2100069.000000 Penalty: 3275.536865
	Iteration 17Q: 3 clusters Score -2100069 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2100279.000000 Penalty: 3275.536865
	Iteration 18Q: 3 clusters Score -2100279 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2100445.750000 Penalty: 3275.536865
	Iteration 19Q: 3 clusters Score -2100446 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2100806.500000 Penalty: 3275.536865
	Iteration 20F: 3 clusters Score -2100806 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2101106.500000 Penalty: 3275.536865
	Iteration 21Q: 3 clusters Score -2101106 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2101287.250000 Penalty: 3275.536865
	Iteration 22Q: 3 clusters Score -2101287 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2101396.750000 Penalty: 3275.536865
	Iteration 23Q: 3 clusters Score -2101397 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2101457.000000 Penalty: 3275.536865
	Iteration 24Q: 3 clusters Score -2101457 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2101492.000000 Penalty: 3275.536865
	Iteration 25Q: 3 clusters Score -2101492 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2101517.000000 Penalty: 3275.536865
	Iteration 26Q: 3 clusters Score -2101517 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -2101534.000000 Penalty: 3275.536865
	Iteration 27Q: 3 clusters Score -2101534 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -2101544.750000 Penalty: 3275.536865
	Iteration 28Q: 3 clusters Score -2101545 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -2101566.500000 Penalty: 3275.536865
	Iteration 29Q: 3 clusters Score -2101566 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2101568.750000 Penalty: 3275.536865
	Iteration 30Q: 3 clusters Score -2101569 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2101571.750000 Penalty: 3275.536865
	Iteration 31Q: 3 clusters Score -2101572 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -2101573.500000 Penalty: 3275.536865
	Iteration 32Q: 3 clusters Score -2101574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2101569.750000 Penalty: 3275.536865
	Iteration 33Q: 3 clusters Score -2101570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2101567.000000 Penalty: 3275.536865
	Iteration 34Q: 3 clusters Score -2101567 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2101568.000000 Penalty: 3275.536865
	Iteration 35Q: 3 clusters Score -2101568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2101567.000000 Penalty: 3275.536865
	Iteration 36Q: 3 clusters Score -2101567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2101570.000000 Penalty: 3275.536865
	Iteration 37Q: 3 clusters Score -2101570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -2101568.750000 Penalty: 3275.536865
	Iteration 38Q: 3 clusters Score -2101569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2101568.750000 Penalty: 3275.536865
	Iteration 39Q: 3 clusters Score -2101569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2101571.000000 Penalty: 3275.536865
	Iteration 40F: 3 clusters Score -2101571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -2101571.000000 Penalty: 3275.536865
	Iteration 41Q: 3 clusters Score -2101571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2101567.250000 Penalty: 3275.536865
	Iteration 42Q: 3 clusters Score -2101567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -2101567.250000 Penalty: 3275.536865
	Iteration 43F: 3 clusters Score -2101567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 12854 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 2023 members 
Mstep: Class 33 contains 1503 members 
Mstep: Class 34 contains 1025 members 
Mstep: Class 35 contains 973 members 
Mstep: Class 36 contains 808 members 
Mstep: Class 37 contains 2539 members 
Mstep: Class 38 contains 1582 members 
Mstep: Class 39 contains 10973 members 
Entering Unmasked Estep 
Score: -40879036.000000 Penalty: 82980.742188
Splitting cluster 27 changes total score from -40874956.000000 to -40879036.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 28 (6435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Entering Unmasked Estep 
Score: -546749.062500 Penalty: 1425.044922
	Iteration 0F: 2 clusters Score -546749.1 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 3223 members 
Entering Unmasked Estep 
Score: -541847.375000 Penalty: 2850.089844
	Iteration 0F: 3 clusters Score -541847.4 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -543333.812500 Penalty: 2850.089844
	Iteration 1F: 3 clusters Score -543333.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -543616.062500 Penalty: 2850.089844
	Iteration 2F: 3 clusters Score -543616.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -543863.375000 Penalty: 2850.089844
	Iteration 3F: 3 clusters Score -543863.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -544127.562500 Penalty: 2850.089844
	Iteration 4F: 3 clusters Score -544127.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -544395.875000 Penalty: 2850.089844
	Iteration 5F: 3 clusters Score -544395.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -544657.187500 Penalty: 2850.089844
	Iteration 6F: 3 clusters Score -544657.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -544888.125000 Penalty: 2850.089844
	Iteration 7F: 3 clusters Score -544888.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -545124.812500 Penalty: 2850.089844
	Iteration 8Q: 3 clusters Score -545124.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -545483.562500 Penalty: 2850.089844
	Iteration 9F: 3 clusters Score -545483.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -545906.875000 Penalty: 2850.089844
	Iteration 10F: 3 clusters Score -545906.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -546173.562500 Penalty: 2850.089844
	Iteration 11Q: 3 clusters Score -546173.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -546327.062500 Penalty: 2850.089844
	Iteration 12Q: 3 clusters Score -546327.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -546403.125000 Penalty: 2850.089844
	Iteration 13Q: 3 clusters Score -546403.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -546458.062500 Penalty: 2850.089844
	Iteration 14Q: 3 clusters Score -546458.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -546501.000000 Penalty: 2850.089844
	Iteration 15Q: 3 clusters Score -546501 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -546528.500000 Penalty: 2850.089844
	Iteration 16Q: 3 clusters Score -546528.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -546544.375000 Penalty: 2850.089844
	Iteration 17Q: 3 clusters Score -546544.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -546556.812500 Penalty: 2850.089844
	Iteration 18Q: 3 clusters Score -546556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -546567.250000 Penalty: 2850.089844
	Iteration 19Q: 3 clusters Score -546567.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -546571.062500 Penalty: 2850.089844
	Iteration 20F: 3 clusters Score -546571.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -546574.875000 Penalty: 2850.089844
	Iteration 21Q: 3 clusters Score -546574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -546577.750000 Penalty: 2850.089844
	Iteration 22Q: 3 clusters Score -546577.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -546581.500000 Penalty: 2850.089844
	Iteration 23Q: 3 clusters Score -546581.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -546582.312500 Penalty: 2850.089844
	Iteration 24Q: 3 clusters Score -546582.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -546583.750000 Penalty: 2850.089844
	Iteration 25Q: 3 clusters Score -546583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -546585.562500 Penalty: 2850.089844
	Iteration 26Q: 3 clusters Score -546585.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -546586.937500 Penalty: 2850.089844
	Iteration 27Q: 3 clusters Score -546586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -546586.562500 Penalty: 2850.089844
	Iteration 28Q: 3 clusters Score -546586.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -546589.000000 Penalty: 2850.089844
	Iteration 29Q: 3 clusters Score -546589 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -546593.562500 Penalty: 2850.089844
	Iteration 30Q: 3 clusters Score -546593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -546594.687500 Penalty: 2850.089844
	Iteration 31Q: 3 clusters Score -546594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -546594.562500 Penalty: 2850.089844
	Iteration 32Q: 3 clusters Score -546594.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -546595.312500 Penalty: 2850.089844
	Iteration 33Q: 3 clusters Score -546595.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -546596.562500 Penalty: 2850.089844
	Iteration 34Q: 3 clusters Score -546596.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -546596.812500 Penalty: 2850.089844
	Iteration 35Q: 3 clusters Score -546596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -546596.812500 Penalty: 2850.089844
	Iteration 36Q: 3 clusters Score -546596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -546597.062500 Penalty: 2850.089844
	Iteration 37Q: 3 clusters Score -546597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -546597.062500 Penalty: 2850.089844
	Iteration 38F: 3 clusters Score -546597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (115597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Entering Unmasked Estep 
Score: -10044463.000000 Penalty: 1894.403198
	Iteration 0F: 2 clusters Score -1.004446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 57767 members 
Entering Unmasked Estep 
Score: -9967148.000000 Penalty: 3788.806396
	Iteration 0F: 3 clusters Score -9967148 nChanged 55561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 56846 members 
Entering Unmasked Estep 
Score: -9999430.000000 Penalty: 3788.806396
	Iteration 1F: 3 clusters Score -9999430 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59381 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -10000588.000000 Penalty: 3788.806396
	Iteration 2Q: 3 clusters Score -1.000059e+07 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -10002289.000000 Penalty: 3788.806396
	Iteration 3Q: 3 clusters Score -1.000229e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -10004826.000000 Penalty: 3788.806396
	Iteration 4Q: 3 clusters Score -1.000483e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63902 members 
Mstep: Class 2 contains 51695 members 
Entering Unmasked Estep 
Score: -10008192.000000 Penalty: 3788.806396
	Iteration 5F: 3 clusters Score -1.000819e+07 nChanged 7188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66440 members 
Mstep: Class 2 contains 49157 members 
Entering Unmasked Estep 
Score: -10012550.000000 Penalty: 3788.806396
	Iteration 6F: 3 clusters Score -1.001255e+07 nChanged 7350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69156 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -10017212.000000 Penalty: 3788.806396
	Iteration 7F: 3 clusters Score -1.001721e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71525 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -10021197.000000 Penalty: 3788.806396
	Iteration 8F: 3 clusters Score -1.00212e+07 nChanged 5455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 42177 members 
Entering Unmasked Estep 
Score: -10023995.000000 Penalty: 3788.806396
	Iteration 9Q: 3 clusters Score -1.0024e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74907 members 
Mstep: Class 2 contains 40690 members 
Entering Unmasked Estep 
Score: -10025852.000000 Penalty: 3788.806396
	Iteration 10Q: 3 clusters Score -1.002585e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76345 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -10026895.000000 Penalty: 3788.806396
	Iteration 11Q: 3 clusters Score -1.00269e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77754 members 
Mstep: Class 2 contains 37843 members 
Entering Unmasked Estep 
Score: -10027652.000000 Penalty: 3788.806396
	Iteration 12Q: 3 clusters Score -1.002765e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79171 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -10028190.000000 Penalty: 3788.806396
	Iteration 13Q: 3 clusters Score -1.002819e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80702 members 
Mstep: Class 2 contains 34895 members 
Entering Unmasked Estep 
Score: -10028757.000000 Penalty: 3788.806396
	Iteration 14Q: 3 clusters Score -1.002876e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82271 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -10029290.000000 Penalty: 3788.806396
	Iteration 15Q: 3 clusters Score -1.002929e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -10029726.000000 Penalty: 3788.806396
	Iteration 16Q: 3 clusters Score -1.002973e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85553 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -10030273.000000 Penalty: 3788.806396
	Iteration 17Q: 3 clusters Score -1.003027e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -10030797.000000 Penalty: 3788.806396
	Iteration 18Q: 3 clusters Score -1.00308e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -10031323.000000 Penalty: 3788.806396
	Iteration 19Q: 3 clusters Score -1.003132e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90904 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -10031845.000000 Penalty: 3788.806396
	Iteration 20F: 3 clusters Score -1.003184e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92789 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -10032466.000000 Penalty: 3788.806396
	Iteration 21Q: 3 clusters Score -1.003247e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94705 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -10033112.000000 Penalty: 3788.806396
	Iteration 22Q: 3 clusters Score -1.003311e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96707 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -10033901.000000 Penalty: 3788.806396
	Iteration 23Q: 3 clusters Score -1.00339e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98763 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -10034748.000000 Penalty: 3788.806396
	Iteration 24Q: 3 clusters Score -1.003475e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100755 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -10035632.000000 Penalty: 3788.806396
	Iteration 25Q: 3 clusters Score -1.003563e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102740 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -10036562.000000 Penalty: 3788.806396
	Iteration 26Q: 3 clusters Score -1.003656e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104651 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -10037518.000000 Penalty: 3788.806396
	Iteration 27Q: 3 clusters Score -1.003752e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -10038532.000000 Penalty: 3788.806396
	Iteration 28Q: 3 clusters Score -1.003853e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108164 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -10039429.000000 Penalty: 3788.806396
	Iteration 29Q: 3 clusters Score -1.003943e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -10040222.000000 Penalty: 3788.806396
	Iteration 30Q: 3 clusters Score -1.004022e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -10040958.000000 Penalty: 3788.806396
	Iteration 31Q: 3 clusters Score -1.004096e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112013 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -10041579.000000 Penalty: 3788.806396
	Iteration 32Q: 3 clusters Score -1.004158e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112834 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10042012.000000 Penalty: 3788.806396
	Iteration 33Q: 3 clusters Score -1.004201e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113430 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10042374.000000 Penalty: 3788.806396
	Iteration 34Q: 3 clusters Score -1.004237e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113849 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -10042610.000000 Penalty: 3788.806396
	Iteration 35Q: 3 clusters Score -1.004261e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114123 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -10042785.000000 Penalty: 3788.806396
	Iteration 36Q: 3 clusters Score -1.004278e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114298 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -10042873.000000 Penalty: 3788.806396
	Iteration 37Q: 3 clusters Score -1.004287e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114434 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -10042950.000000 Penalty: 3788.806396
	Iteration 38Q: 3 clusters Score -1.004295e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114519 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -10043013.000000 Penalty: 3788.806396
	Iteration 39Q: 3 clusters Score -1.004301e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -10043037.000000 Penalty: 3788.806396
	Iteration 40F: 3 clusters Score -1.004304e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -10043067.000000 Penalty: 3788.806396
	Iteration 41Q: 3 clusters Score -1.004307e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114636 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -10043088.000000 Penalty: 3788.806396
	Iteration 42Q: 3 clusters Score -1.004309e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114652 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -10043109.000000 Penalty: 3788.806396
	Iteration 43Q: 3 clusters Score -1.004311e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114670 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -10043139.000000 Penalty: 3788.806396
	Iteration 44Q: 3 clusters Score -1.004314e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114694 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -10043161.000000 Penalty: 3788.806396
	Iteration 45Q: 3 clusters Score -1.004316e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114707 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -10043157.000000 Penalty: 3788.806396
	Iteration 46Q: 3 clusters Score -1.004316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -10043177.000000 Penalty: 3788.806396
	Iteration 47Q: 3 clusters Score -1.004318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114716 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -10043188.000000 Penalty: 3788.806396
	Iteration 48Q: 3 clusters Score -1.004319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114714 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -10043197.000000 Penalty: 3788.806396
	Iteration 49Q: 3 clusters Score -1.00432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114713 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -10043204.000000 Penalty: 3788.806396
	Iteration 50Q: 3 clusters Score -1.00432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114719 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10043207.000000 Penalty: 3788.806396
	Iteration 51Q: 3 clusters Score -1.004321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114721 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -10043211.000000 Penalty: 3788.806396
	Iteration 52Q: 3 clusters Score -1.004321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114720 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -10043213.000000 Penalty: 3788.806396
	Iteration 53Q: 3 clusters Score -1.004321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114722 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -10043212.000000 Penalty: 3788.806396
	Iteration 54Q: 3 clusters Score -1.004321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114724 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -10043215.000000 Penalty: 3788.806396
	Iteration 55Q: 3 clusters Score -1.004322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114725 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10043212.000000 Penalty: 3788.806396
	Iteration 56Q: 3 clusters Score -1.004321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114727 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -10043217.000000 Penalty: 3788.806396
	Iteration 57Q: 3 clusters Score -1.004322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114733 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -10043218.000000 Penalty: 3788.806396
	Iteration 58Q: 3 clusters Score -1.004322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114737 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -10043217.000000 Penalty: 3788.806396
	Iteration 59Q: 3 clusters Score -1.004322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114739 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -10043221.000000 Penalty: 3788.806396
	Iteration 60F: 3 clusters Score -1.004322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114741 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10043216.000000 Penalty: 3788.806396
	Iteration 61Q: 3 clusters Score -1.004322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114742 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -10043218.000000 Penalty: 3788.806396
	Iteration 62Q: 3 clusters Score -1.004322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10043217.000000 Penalty: 3788.806396
	Iteration 63Q: 3 clusters Score -1.004322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114743 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -10043217.000000 Penalty: 3788.806396
	Iteration 64F: 3 clusters Score -1.004322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Entering Unmasked Estep 
Score: -4319251.000000 Penalty: 1753.953003
	Iteration 0F: 2 clusters Score -4319251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -4286616.500000 Penalty: 3507.906006
	Iteration 0F: 3 clusters Score -4286616 nChanged 22896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -4299620.000000 Penalty: 3507.906006
	Iteration 1F: 3 clusters Score -4299620 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 26974 members 
Entering Unmasked Estep 
Score: -4300783.000000 Penalty: 3507.906006
	Iteration 2F: 3 clusters Score -4300783 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 28844 members 
Entering Unmasked Estep 
Score: -4302732.000000 Penalty: 3507.906006
	Iteration 3F: 3 clusters Score -4302732 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -4305450.000000 Penalty: 3507.906006
	Iteration 4F: 3 clusters Score -4305450 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -4308498.500000 Penalty: 3507.906006
	Iteration 5F: 3 clusters Score -4308498 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -4311016.000000 Penalty: 3507.906006
	Iteration 6F: 3 clusters Score -4311016 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -4312736.500000 Penalty: 3507.906006
	Iteration 7F: 3 clusters Score -4312736 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -4313863.000000 Penalty: 3507.906006
	Iteration 8Q: 3 clusters Score -4313863 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -4314728.500000 Penalty: 3507.906006
	Iteration 9Q: 3 clusters Score -4314728 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -4315427.000000 Penalty: 3507.906006
	Iteration 10Q: 3 clusters Score -4315427 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -4316053.500000 Penalty: 3507.906006
	Iteration 11Q: 3 clusters Score -4316054 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -4316561.500000 Penalty: 3507.906006
	Iteration 12Q: 3 clusters Score -4316562 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 45322 members 
Entering Unmasked Estep 
Score: -4316947.500000 Penalty: 3507.906006
	Iteration 13Q: 3 clusters Score -4316948 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 45915 members 
Entering Unmasked Estep 
Score: -4317249.500000 Penalty: 3507.906006
	Iteration 14Q: 3 clusters Score -4317250 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -4317509.500000 Penalty: 3507.906006
	Iteration 15Q: 3 clusters Score -4317510 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -4317711.500000 Penalty: 3507.906006
	Iteration 16Q: 3 clusters Score -4317712 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -4317848.500000 Penalty: 3507.906006
	Iteration 17Q: 3 clusters Score -4317848 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 47164 members 
Entering Unmasked Estep 
Score: -4317981.500000 Penalty: 3507.906006
	Iteration 18Q: 3 clusters Score -4317982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 47287 members 
Entering Unmasked Estep 
Score: -4318081.500000 Penalty: 3507.906006
	Iteration 19Q: 3 clusters Score -4318082 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 47377 members 
Entering Unmasked Estep 
Score: -4318136.000000 Penalty: 3507.906006
	Iteration 20F: 3 clusters Score -4318136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 47439 members 
Entering Unmasked Estep 
Score: -4318169.000000 Penalty: 3507.906006
	Iteration 21Q: 3 clusters Score -4318169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 47486 members 
Entering Unmasked Estep 
Score: -4318208.500000 Penalty: 3507.906006
	Iteration 22Q: 3 clusters Score -4318208 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -4318215.500000 Penalty: 3507.906006
	Iteration 23Q: 3 clusters Score -4318216 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47554 members 
Entering Unmasked Estep 
Score: -4318246.000000 Penalty: 3507.906006
	Iteration 24Q: 3 clusters Score -4318246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 47585 members 
Entering Unmasked Estep 
Score: -4318275.000000 Penalty: 3507.906006
	Iteration 25Q: 3 clusters Score -4318275 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -4318319.000000 Penalty: 3507.906006
	Iteration 26Q: 3 clusters Score -4318319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -4318339.500000 Penalty: 3507.906006
	Iteration 27Q: 3 clusters Score -4318340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 47651 members 
Entering Unmasked Estep 
Score: -4318357.000000 Penalty: 3507.906006
	Iteration 28Q: 3 clusters Score -4318357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -4318368.000000 Penalty: 3507.906006
	Iteration 29Q: 3 clusters Score -4318368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -4318373.000000 Penalty: 3507.906006
	Iteration 30Q: 3 clusters Score -4318373 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -4318384.000000 Penalty: 3507.906006
	Iteration 31Q: 3 clusters Score -4318384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4318397.000000 Penalty: 3507.906006
	Iteration 32Q: 3 clusters Score -4318397 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 47687 members 
Entering Unmasked Estep 
Score: -4318403.000000 Penalty: 3507.906006
	Iteration 33Q: 3 clusters Score -4318403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 47701 members 
Entering Unmasked Estep 
Score: -4318424.000000 Penalty: 3507.906006
	Iteration 34Q: 3 clusters Score -4318424 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47715 members 
Entering Unmasked Estep 
Score: -4318444.500000 Penalty: 3507.906006
	Iteration 35Q: 3 clusters Score -4318444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -4318462.500000 Penalty: 3507.906006
	Iteration 36Q: 3 clusters Score -4318462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 47716 members 
Entering Unmasked Estep 
Score: -4318471.500000 Penalty: 3507.906006
	Iteration 37Q: 3 clusters Score -4318472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 47714 members 
Entering Unmasked Estep 
Score: -4318480.000000 Penalty: 3507.906006
	Iteration 38Q: 3 clusters Score -4318480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -4318494.500000 Penalty: 3507.906006
	Iteration 39Q: 3 clusters Score -4318494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 47712 members 
Entering Unmasked Estep 
Score: -4318498.500000 Penalty: 3507.906006
	Iteration 40F: 3 clusters Score -4318498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -4318501.500000 Penalty: 3507.906006
	Iteration 41Q: 3 clusters Score -4318502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 47713 members 
Entering Unmasked Estep 
Score: -4318495.000000 Penalty: 3507.906006
	Iteration 42Q: 3 clusters Score -4318495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -4318502.500000 Penalty: 3507.906006
	Iteration 43Q: 3 clusters Score -4318502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 47702 members 
Entering Unmasked Estep 
Score: -4318505.000000 Penalty: 3507.906006
	Iteration 44Q: 3 clusters Score -4318505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 47698 members 
Entering Unmasked Estep 
Score: -4318506.000000 Penalty: 3507.906006
	Iteration 45Q: 3 clusters Score -4318506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -4318504.000000 Penalty: 3507.906006
	Iteration 46Q: 3 clusters Score -4318504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -4318503.500000 Penalty: 3507.906006
	Iteration 47Q: 3 clusters Score -4318504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 47692 members 
Entering Unmasked Estep 
Score: -4318506.500000 Penalty: 3507.906006
	Iteration 48Q: 3 clusters Score -4318506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -4318505.500000 Penalty: 3507.906006
	Iteration 49Q: 3 clusters Score -4318506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -4318505.500000 Penalty: 3507.906006
	Iteration 50F: 3 clusters Score -4318506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3465 members 
Mstep: Class 4 contains 22849 members 
Mstep: Class 5 contains 1929 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 7 contains 35029 members 
Mstep: Class 8 contains 829 members 
Mstep: Class 9 contains 15794 members 
Mstep: Class 10 contains 3013 members 
Mstep: Class 11 contains 5692 members 
Mstep: Class 12 contains 910 members 
Mstep: Class 13 contains 11858 members 
Mstep: Class 14 contains 22471 members 
Mstep: Class 15 contains 12727 members 
Mstep: Class 16 contains 11611 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 19 contains 36131 members 
Mstep: Class 20 contains 25562 members 
Mstep: Class 21 contains 8389 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 3009 members 
Mstep: Class 24 contains 957 members 
Mstep: Class 25 contains 13197 members 
Mstep: Class 26 contains 3246 members 
Mstep: Class 27 contains 12854 members 
Mstep: Class 28 contains 6435 members 
Mstep: Class 29 contains 115597 members 
Mstep: Class 30 contains 48706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881988.000000 Penalty: 82980.742188
Iteration 79Q: 40 clusters Score -4.088199e+07 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3456 members 
Mstep: Class 4 contains 22889 members 
Mstep: Class 5 contains 1910 members 
Mstep: Class 6 contains 2477 members 
Mstep: Class 7 contains 35115 members 
Mstep: Class 8 contains 818 members 
Mstep: Class 9 contains 15827 members 
Mstep: Class 10 contains 3016 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 948 members 
Mstep: Class 13 contains 11894 members 
Mstep: Class 14 contains 22457 members 
Mstep: Class 15 contains 12729 members 
Mstep: Class 16 contains 11556 members 
Mstep: Class 17 contains 5595 members 
Mstep: Class 18 contains 1885 members 
Mstep: Class 19 contains 36356 members 
Mstep: Class 20 contains 25543 members 
Mstep: Class 21 contains 8544 members 
Mstep: Class 22 contains 8878 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 951 members 
Mstep: Class 25 contains 13230 members 
Mstep: Class 26 contains 3248 members 
Mstep: Class 27 contains 13123 members 
Mstep: Class 28 contains 6452 members 
Mstep: Class 29 contains 115321 members 
Mstep: Class 30 contains 48679 members 
Mstep: Class 31 contains 2741 members 
Mstep: Class 32 contains 1972 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 906 members 
Mstep: Class 35 contains 944 members 
Mstep: Class 36 contains 762 members 
Mstep: Class 37 contains 2502 members 
Mstep: Class 38 contains 1512 members 
Mstep: Class 39 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884992.000000 Penalty: 82980.742188
Iteration 80F: 40 clusters Score -4.088499e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 18623 members 
Mstep: Class 3 contains 3453 members 
Mstep: Class 4 contains 22776 members 
Mstep: Class 5 contains 1816 members 
Mstep: Class 6 contains 2536 members 
Mstep: Class 7 contains 35176 members 
Mstep: Class 8 contains 805 members 
Mstep: Class 9 contains 15774 members 
Mstep: Class 10 contains 2897 members 
Mstep: Class 11 contains 5686 members 
Mstep: Class 12 contains 956 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 22403 members 
Mstep: Class 15 contains 12722 members 
Mstep: Class 16 contains 11527 members 
Mstep: Class 17 contains 5514 members 
Mstep: Class 18 contains 1909 members 
Mstep: Class 19 contains 36491 members 
Mstep: Class 20 contains 25520 members 
Mstep: Class 21 contains 8514 members 
Mstep: Class 22 contains 8947 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 942 members 
Mstep: Class 25 contains 13255 members 
Mstep: Class 26 contains 3255 members 
Mstep: Class 27 contains 13307 members 
Mstep: Class 28 contains 6189 members 
Mstep: Class 29 contains 114890 members 
Mstep: Class 30 contains 48654 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 1979 members 
Mstep: Class 33 contains 1485 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 1026 members 
Mstep: Class 36 contains 831 members 
Mstep: Class 37 contains 2751 members 
Mstep: Class 38 contains 1616 members 
Mstep: Class 39 contains 10620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886196.000000 Penalty: 82980.742188
Iteration 81Q: 40 clusters Score -4.08862e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18621 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 22677 members 
Mstep: Class 5 contains 1760 members 
Mstep: Class 6 contains 2564 members 
Mstep: Class 7 contains 35235 members 
Mstep: Class 8 contains 800 members 
Mstep: Class 9 contains 15760 members 
Mstep: Class 10 contains 2817 members 
Mstep: Class 11 contains 5696 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 11893 members 
Mstep: Class 14 contains 22371 members 
Mstep: Class 15 contains 12720 members 
Mstep: Class 16 contains 11510 members 
Mstep: Class 17 contains 5446 members 
Mstep: Class 18 contains 1930 members 
Mstep: Class 19 contains 36654 members 
Mstep: Class 20 contains 25514 members 
Mstep: Class 21 contains 8495 members 
Mstep: Class 22 contains 9024 members 
Mstep: Class 23 contains 3080 members 
Mstep: Class 24 contains 955 members 
Mstep: Class 25 contains 13275 members 
Mstep: Class 26 contains 3257 members 
Mstep: Class 27 contains 13462 members 
Mstep: Class 28 contains 5990 members 
Mstep: Class 29 contains 114525 members 
Mstep: Class 30 contains 48637 members 
Mstep: Class 31 contains 2752 members 
Mstep: Class 32 contains 1984 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 923 members 
Mstep: Class 35 contains 1066 members 
Mstep: Class 36 contains 879 members 
Mstep: Class 37 contains 2895 members 
Mstep: Class 38 contains 1669 members 
Mstep: Class 39 contains 10730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886896.000000 Penalty: 82980.742188
Iteration 82Q: 40 clusters Score -4.08869e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 18622 members 
Mstep: Class 3 contains 3446 members 
Mstep: Class 4 contains 22570 members 
Mstep: Class 5 contains 1726 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 35291 members 
Mstep: Class 8 contains 791 members 
Mstep: Class 9 contains 15757 members 
Mstep: Class 10 contains 2758 members 
Mstep: Class 11 contains 5719 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 11890 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 12715 members 
Mstep: Class 16 contains 11507 members 
Mstep: Class 17 contains 5394 members 
Mstep: Class 18 contains 1947 members 
Mstep: Class 19 contains 36799 members 
Mstep: Class 20 contains 25498 members 
Mstep: Class 21 contains 8481 members 
Mstep: Class 22 contains 9092 members 
Mstep: Class 23 contains 3085 members 
Mstep: Class 24 contains 968 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 3264 members 
Mstep: Class 27 contains 13602 members 
Mstep: Class 28 contains 5829 members 
Mstep: Class 29 contains 114215 members 
Mstep: Class 30 contains 48620 members 
Mstep: Class 31 contains 2750 members 
Mstep: Class 32 contains 1986 members 
Mstep: Class 33 contains 1483 members 
Mstep: Class 34 contains 925 members 
Mstep: Class 35 contains 1085 members 
Mstep: Class 36 contains 908 members 
Mstep: Class 37 contains 3010 members 
Mstep: Class 38 contains 1703 members 
Mstep: Class 39 contains 10804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887352.000000 Penalty: 82980.742188
Iteration 83Q: 40 clusters Score -4.088735e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 18628 members 
Mstep: Class 3 contains 3445 members 
Mstep: Class 4 contains 22457 members 
Mstep: Class 5 contains 1699 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 35344 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 15771 members 
Mstep: Class 10 contains 2716 members 
Mstep: Class 11 contains 5736 members 
Mstep: Class 12 contains 959 members 
Mstep: Class 13 contains 11892 members 
Mstep: Class 14 contains 22344 members 
Mstep: Class 15 contains 12708 members 
Mstep: Class 16 contains 11500 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 1960 members 
Mstep: Class 19 contains 36916 members 
Mstep: Class 20 contains 25489 members 
Mstep: Class 21 contains 8486 members 
Mstep: Class 22 contains 9143 members 
Mstep: Class 23 contains 3094 members 
Mstep: Class 24 contains 973 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 3275 members 
Mstep: Class 27 contains 13740 members 
Mstep: Class 28 contains 5688 members 
Mstep: Class 29 contains 113933 members 
Mstep: Class 30 contains 48599 members 
Mstep: Class 31 contains 2756 members 
Mstep: Class 32 contains 1992 members 
Mstep: Class 33 contains 1482 members 
Mstep: Class 34 contains 920 members 
Mstep: Class 35 contains 1097 members 
Mstep: Class 36 contains 943 members 
Mstep: Class 37 contains 3126 members 
Mstep: Class 38 contains 1731 members 
Mstep: Class 39 contains 10850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887872.000000 Penalty: 82980.742188
Iteration 84Q: 40 clusters Score -4.088787e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 18630 members 
Mstep: Class 3 contains 3443 members 
Mstep: Class 4 contains 22342 members 
Mstep: Class 5 contains 1675 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 35388 members 
Mstep: Class 8 contains 786 members 
Mstep: Class 9 contains 15792 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 5756 members 
Mstep: Class 12 contains 960 members 
Mstep: Class 13 contains 11899 members 
Mstep: Class 14 contains 22334 members 
Mstep: Class 15 contains 12705 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 19 contains 37017 members 
Mstep: Class 20 contains 25474 members 
Mstep: Class 21 contains 8517 members 
Mstep: Class 22 contains 9169 members 
Mstep: Class 23 contains 3097 members 
Mstep: Class 24 contains 979 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 3289 members 
Mstep: Class 27 contains 13864 members 
Mstep: Class 28 contains 5530 members 
Mstep: Class 29 contains 113695 members 
Mstep: Class 30 contains 48589 members 
Mstep: Class 31 contains 2764 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1478 members 
Mstep: Class 34 contains 921 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 973 members 
Mstep: Class 37 contains 3222 members 
Mstep: Class 38 contains 1749 members 
Mstep: Class 39 contains 10897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888212.000000 Penalty: 82980.742188
Iteration 85Q: 40 clusters Score -4.088821e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 18631 members 
Mstep: Class 3 contains 3442 members 
Mstep: Class 4 contains 22236 members 
Mstep: Class 5 contains 1659 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 35429 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15798 members 
Mstep: Class 10 contains 2665 members 
Mstep: Class 11 contains 5779 members 
Mstep: Class 12 contains 962 members 
Mstep: Class 13 contains 11904 members 
Mstep: Class 14 contains 22329 members 
Mstep: Class 15 contains 12704 members 
Mstep: Class 16 contains 11487 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 1980 members 
Mstep: Class 19 contains 37118 members 
Mstep: Class 20 contains 25471 members 
Mstep: Class 21 contains 8552 members 
Mstep: Class 22 contains 9174 members 
Mstep: Class 23 contains 3100 members 
Mstep: Class 24 contains 981 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 3302 members 
Mstep: Class 27 contains 14000 members 
Mstep: Class 28 contains 5396 members 
Mstep: Class 29 contains 113514 members 
Mstep: Class 30 contains 48578 members 
Mstep: Class 31 contains 2766 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1473 members 
Mstep: Class 34 contains 918 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 991 members 
Mstep: Class 37 contains 3259 members 
Mstep: Class 38 contains 1776 members 
Mstep: Class 39 contains 10919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888448.000000 Penalty: 82980.742188
Iteration 86Q: 40 clusters Score -4.088845e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 18631 members 
Mstep: Class 3 contains 3440 members 
Mstep: Class 4 contains 22133 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 2602 members 
Mstep: Class 7 contains 35461 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15818 members 
Mstep: Class 10 contains 2643 members 
Mstep: Class 11 contains 5805 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 11903 members 
Mstep: Class 14 contains 22336 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 1988 members 
Mstep: Class 19 contains 37213 members 
Mstep: Class 20 contains 25466 members 
Mstep: Class 21 contains 8580 members 
Mstep: Class 22 contains 9189 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 986 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 3321 members 
Mstep: Class 27 contains 14120 members 
Mstep: Class 28 contains 5260 members 
Mstep: Class 29 contains 113351 members 
Mstep: Class 30 contains 48561 members 
Mstep: Class 31 contains 2768 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 1008 members 
Mstep: Class 37 contains 3293 members 
Mstep: Class 38 contains 1791 members 
Mstep: Class 39 contains 10961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888544.000000 Penalty: 82980.742188
Iteration 87Q: 40 clusters Score -4.088854e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 18633 members 
Mstep: Class 3 contains 3434 members 
Mstep: Class 4 contains 22045 members 
Mstep: Class 5 contains 1649 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 35493 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 15845 members 
Mstep: Class 10 contains 2618 members 
Mstep: Class 11 contains 5842 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 11897 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 11478 members 
Mstep: Class 17 contains 5238 members 
Mstep: Class 18 contains 2005 members 
Mstep: Class 19 contains 37304 members 
Mstep: Class 20 contains 25454 members 
Mstep: Class 21 contains 8603 members 
Mstep: Class 22 contains 9203 members 
Mstep: Class 23 contains 3101 members 
Mstep: Class 24 contains 990 members 
Mstep: Class 25 contains 13325 members 
Mstep: Class 26 contains 3344 members 
Mstep: Class 27 contains 14217 members 
Mstep: Class 28 contains 5133 members 
Mstep: Class 29 contains 113216 members 
Mstep: Class 30 contains 48547 members 
Mstep: Class 31 contains 2771 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 914 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 1024 members 
Mstep: Class 37 contains 3318 members 
Mstep: Class 38 contains 1790 members 
Mstep: Class 39 contains 11000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888524.000000 Penalty: 82980.742188
Iteration 88Q: 40 clusters Score -4.088852e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 18635 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 21969 members 
Mstep: Class 5 contains 1644 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 35523 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15861 members 
Mstep: Class 10 contains 2619 members 
Mstep: Class 11 contains 5868 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 11901 members 
Mstep: Class 14 contains 22308 members 
Mstep: Class 15 contains 12701 members 
Mstep: Class 16 contains 11475 members 
Mstep: Class 17 contains 5221 members 
Mstep: Class 18 contains 2026 members 
Mstep: Class 19 contains 37378 members 
Mstep: Class 20 contains 25435 members 
Mstep: Class 21 contains 8633 members 
Mstep: Class 22 contains 9227 members 
Mstep: Class 23 contains 3102 members 
Mstep: Class 24 contains 989 members 
Mstep: Class 25 contains 13322 members 
Mstep: Class 26 contains 3364 members 
Mstep: Class 27 contains 14295 members 
Mstep: Class 28 contains 5016 members 
Mstep: Class 29 contains 113100 members 
Mstep: Class 30 contains 48530 members 
Mstep: Class 31 contains 2772 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 910 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 1023 members 
Mstep: Class 37 contains 3326 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 11047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888600.000000 Penalty: 82980.742188
Iteration 89Q: 40 clusters Score -4.08886e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18637 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 21868 members 
Mstep: Class 5 contains 1641 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 35559 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15883 members 
Mstep: Class 10 contains 2612 members 
Mstep: Class 11 contains 5891 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 11912 members 
Mstep: Class 14 contains 22293 members 
Mstep: Class 15 contains 12699 members 
Mstep: Class 16 contains 11471 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 2047 members 
Mstep: Class 19 contains 37417 members 
Mstep: Class 20 contains 25428 members 
Mstep: Class 21 contains 8660 members 
Mstep: Class 22 contains 9251 members 
Mstep: Class 23 contains 3106 members 
Mstep: Class 24 contains 993 members 
Mstep: Class 25 contains 13322 members 
Mstep: Class 26 contains 3387 members 
Mstep: Class 27 contains 14373 members 
Mstep: Class 28 contains 4922 members 
Mstep: Class 29 contains 113025 members 
Mstep: Class 30 contains 48517 members 
Mstep: Class 31 contains 2773 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 901 members 
Mstep: Class 35 contains 1111 members 
Mstep: Class 36 contains 1013 members 
Mstep: Class 37 contains 3332 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888884.000000 Penalty: 82980.742188
Iteration 90Q: 40 clusters Score -4.088888e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18638 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 21779 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 2632 members 
Mstep: Class 7 contains 35583 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15902 members 
Mstep: Class 10 contains 2614 members 
Mstep: Class 11 contains 5909 members 
Mstep: Class 12 contains 964 members 
Mstep: Class 13 contains 11928 members 
Mstep: Class 14 contains 22288 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 11464 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 2065 members 
Mstep: Class 19 contains 37448 members 
Mstep: Class 20 contains 25414 members 
Mstep: Class 21 contains 8678 members 
Mstep: Class 22 contains 9261 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 995 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 3400 members 
Mstep: Class 27 contains 14447 members 
Mstep: Class 28 contains 4844 members 
Mstep: Class 29 contains 112969 members 
Mstep: Class 30 contains 48511 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 898 members 
Mstep: Class 35 contains 1112 members 
Mstep: Class 36 contains 1015 members 
Mstep: Class 37 contains 3333 members 
Mstep: Class 38 contains 1792 members 
Mstep: Class 39 contains 11110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889008.000000 Penalty: 82980.742188
Iteration 91Q: 40 clusters Score -4.088901e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18639 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21718 members 
Mstep: Class 5 contains 1638 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 35601 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15928 members 
Mstep: Class 10 contains 2614 members 
Mstep: Class 11 contains 5919 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11926 members 
Mstep: Class 14 contains 22285 members 
Mstep: Class 15 contains 12694 members 
Mstep: Class 16 contains 11458 members 
Mstep: Class 17 contains 5174 members 
Mstep: Class 18 contains 2091 members 
Mstep: Class 19 contains 37480 members 
Mstep: Class 20 contains 25413 members 
Mstep: Class 21 contains 8688 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 998 members 
Mstep: Class 25 contains 13310 members 
Mstep: Class 26 contains 3413 members 
Mstep: Class 27 contains 14494 members 
Mstep: Class 28 contains 4772 members 
Mstep: Class 29 contains 112923 members 
Mstep: Class 30 contains 48508 members 
Mstep: Class 31 contains 2774 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 898 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1012 members 
Mstep: Class 37 contains 3338 members 
Mstep: Class 38 contains 1797 members 
Mstep: Class 39 contains 11141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889128.000000 Penalty: 82980.742188
Iteration 92Q: 40 clusters Score -4.088913e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 18640 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21649 members 
Mstep: Class 5 contains 1633 members 
Mstep: Class 6 contains 2642 members 
Mstep: Class 7 contains 35616 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15943 members 
Mstep: Class 10 contains 2613 members 
Mstep: Class 11 contains 5929 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 22281 members 
Mstep: Class 15 contains 12691 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 5168 members 
Mstep: Class 18 contains 2111 members 
Mstep: Class 19 contains 37512 members 
Mstep: Class 20 contains 25397 members 
Mstep: Class 21 contains 8685 members 
Mstep: Class 22 contains 9248 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 1004 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 3423 members 
Mstep: Class 27 contains 14549 members 
Mstep: Class 28 contains 4715 members 
Mstep: Class 29 contains 112874 members 
Mstep: Class 30 contains 48505 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 896 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1008 members 
Mstep: Class 37 contains 3341 members 
Mstep: Class 38 contains 1796 members 
Mstep: Class 39 contains 11177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889216.000000 Penalty: 82980.742188
Iteration 93Q: 40 clusters Score -4.088922e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18640 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21602 members 
Mstep: Class 5 contains 1630 members 
Mstep: Class 6 contains 2648 members 
Mstep: Class 7 contains 35631 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15957 members 
Mstep: Class 10 contains 2616 members 
Mstep: Class 11 contains 5939 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11942 members 
Mstep: Class 14 contains 22282 members 
Mstep: Class 15 contains 12689 members 
Mstep: Class 16 contains 11453 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 2126 members 
Mstep: Class 19 contains 37542 members 
Mstep: Class 20 contains 25383 members 
Mstep: Class 21 contains 8671 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1009 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 3430 members 
Mstep: Class 27 contains 14589 members 
Mstep: Class 28 contains 4668 members 
Mstep: Class 29 contains 112822 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 895 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1010 members 
Mstep: Class 37 contains 3343 members 
Mstep: Class 38 contains 1799 members 
Mstep: Class 39 contains 11216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889308.000000 Penalty: 82980.742188
Iteration 94Q: 40 clusters Score -4.088931e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18641 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 21542 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 35655 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15963 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 5946 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11951 members 
Mstep: Class 14 contains 22282 members 
Mstep: Class 15 contains 12684 members 
Mstep: Class 16 contains 11451 members 
Mstep: Class 17 contains 5151 members 
Mstep: Class 18 contains 2131 members 
Mstep: Class 19 contains 37572 members 
Mstep: Class 20 contains 25367 members 
Mstep: Class 21 contains 8648 members 
Mstep: Class 22 contains 9237 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1015 members 
Mstep: Class 25 contains 13303 members 
Mstep: Class 26 contains 3443 members 
Mstep: Class 27 contains 14642 members 
Mstep: Class 28 contains 4634 members 
Mstep: Class 29 contains 112762 members 
Mstep: Class 30 contains 48496 members 
Mstep: Class 31 contains 2775 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1013 members 
Mstep: Class 37 contains 3344 members 
Mstep: Class 38 contains 1819 members 
Mstep: Class 39 contains 11256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889412.000000 Penalty: 82980.742188
Iteration 95Q: 40 clusters Score -4.088941e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 18646 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21483 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 35673 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 2620 members 
Mstep: Class 11 contains 5951 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11961 members 
Mstep: Class 14 contains 22278 members 
Mstep: Class 15 contains 12680 members 
Mstep: Class 16 contains 11449 members 
Mstep: Class 17 contains 5137 members 
Mstep: Class 18 contains 2136 members 
Mstep: Class 19 contains 37596 members 
Mstep: Class 20 contains 25359 members 
Mstep: Class 21 contains 8626 members 
Mstep: Class 22 contains 9240 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1016 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 3453 members 
Mstep: Class 27 contains 14695 members 
Mstep: Class 28 contains 4602 members 
Mstep: Class 29 contains 112708 members 
Mstep: Class 30 contains 48487 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1017 members 
Mstep: Class 37 contains 3345 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 11295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889460.000000 Penalty: 82980.742188
Iteration 96Q: 40 clusters Score -4.088946e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 18652 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 21422 members 
Mstep: Class 5 contains 1632 members 
Mstep: Class 6 contains 2663 members 
Mstep: Class 7 contains 35687 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2611 members 
Mstep: Class 11 contains 5954 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11966 members 
Mstep: Class 14 contains 22261 members 
Mstep: Class 15 contains 12673 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 5131 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 37620 members 
Mstep: Class 20 contains 25350 members 
Mstep: Class 21 contains 8606 members 
Mstep: Class 22 contains 9242 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 3471 members 
Mstep: Class 27 contains 14744 members 
Mstep: Class 28 contains 4570 members 
Mstep: Class 29 contains 112679 members 
Mstep: Class 30 contains 48485 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 893 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1024 members 
Mstep: Class 37 contains 3346 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 11341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889444.000000 Penalty: 82980.742188
Iteration 97Q: 40 clusters Score -4.088944e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18655 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21362 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 35697 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 16004 members 
Mstep: Class 10 contains 2600 members 
Mstep: Class 11 contains 5959 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11975 members 
Mstep: Class 14 contains 22250 members 
Mstep: Class 15 contains 12664 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 5119 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25343 members 
Mstep: Class 21 contains 8598 members 
Mstep: Class 22 contains 9244 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 3486 members 
Mstep: Class 27 contains 14797 members 
Mstep: Class 28 contains 4530 members 
Mstep: Class 29 contains 112648 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 893 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1037 members 
Mstep: Class 37 contains 3346 members 
Mstep: Class 38 contains 1843 members 
Mstep: Class 39 contains 11371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889480.000000 Penalty: 82980.742188
Iteration 98Q: 40 clusters Score -4.088948e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21311 members 
Mstep: Class 5 contains 1631 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 35710 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 2593 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11979 members 
Mstep: Class 14 contains 22236 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 11448 members 
Mstep: Class 17 contains 5115 members 
Mstep: Class 18 contains 2145 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 25336 members 
Mstep: Class 21 contains 8581 members 
Mstep: Class 22 contains 9249 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1012 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 3498 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 4490 members 
Mstep: Class 29 contains 112607 members 
Mstep: Class 30 contains 48493 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 892 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1049 members 
Mstep: Class 37 contains 3348 members 
Mstep: Class 38 contains 1852 members 
Mstep: Class 39 contains 11413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889512.000000 Penalty: 82980.742188
Iteration 99Q: 40 clusters Score -4.088951e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18658 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21249 members 
Mstep: Class 5 contains 1628 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 35727 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 16006 members 
Mstep: Class 10 contains 2590 members 
Mstep: Class 11 contains 5966 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11982 members 
Mstep: Class 14 contains 22227 members 
Mstep: Class 15 contains 12660 members 
Mstep: Class 16 contains 11445 members 
Mstep: Class 17 contains 5107 members 
Mstep: Class 18 contains 2148 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 25333 members 
Mstep: Class 21 contains 8578 members 
Mstep: Class 22 contains 9247 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13290 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 14907 members 
Mstep: Class 28 contains 4452 members 
Mstep: Class 29 contains 112585 members 
Mstep: Class 30 contains 48491 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 891 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1052 members 
Mstep: Class 37 contains 3349 members 
Mstep: Class 38 contains 1855 members 
Mstep: Class 39 contains 11451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889696.000000 Penalty: 82980.742188
Iteration 100F: 40 clusters Score -4.08897e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 18656 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 21193 members 
Mstep: Class 5 contains 1622 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 35748 members 
Mstep: Class 8 contains 788 members 
Mstep: Class 9 contains 16005 members 
Mstep: Class 10 contains 2570 members 
Mstep: Class 11 contains 5972 members 
Mstep: Class 12 contains 965 members 
Mstep: Class 13 contains 11983 members 
Mstep: Class 14 contains 22221 members 
Mstep: Class 15 contains 12661 members 
Mstep: Class 16 contains 11443 members 
Mstep: Class 17 contains 5101 members 
Mstep: Class 18 contains 2148 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 25326 members 
Mstep: Class 21 contains 8567 members 
Mstep: Class 22 contains 9229 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1009 members 
Mstep: Class 25 contains 13291 members 
Mstep: Class 26 contains 3511 members 
Mstep: Class 27 contains 14955 members 
Mstep: Class 28 contains 4420 members 
Mstep: Class 29 contains 112519 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2776 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1093 members 
Mstep: Class 37 contains 3415 members 
Mstep: Class 38 contains 1854 members 
Mstep: Class 39 contains 11492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889832.000000 Penalty: 82980.742188
Iteration 101Q: 40 clusters Score -4.088983e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 18656 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 21128 members 
Mstep: Class 5 contains 1620 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 35764 members 
Mstep: Class 8 contains 787 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 2550 members 
Mstep: Class 11 contains 5980 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 22218 members 
Mstep: Class 15 contains 12659 members 
Mstep: Class 16 contains 11440 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 19 contains 37701 members 
Mstep: Class 20 contains 25320 members 
Mstep: Class 21 contains 8548 members 
Mstep: Class 22 contains 9222 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1007 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 3517 members 
Mstep: Class 27 contains 15003 members 
Mstep: Class 28 contains 4388 members 
Mstep: Class 29 contains 112434 members 
Mstep: Class 30 contains 48484 members 
Mstep: Class 31 contains 2777 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 889 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1133 members 
Mstep: Class 37 contains 3485 members 
Mstep: Class 38 contains 1851 members 
Mstep: Class 39 contains 11536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889992.000000 Penalty: 82980.742188
Iteration 102Q: 40 clusters Score -4.088999e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 18661 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 21062 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 35776 members 
Mstep: Class 8 contains 785 members 
Mstep: Class 9 contains 16019 members 
Mstep: Class 10 contains 2538 members 
Mstep: Class 11 contains 5988 members 
Mstep: Class 12 contains 966 members 
Mstep: Class 13 contains 11986 members 
Mstep: Class 14 contains 22211 members 
Mstep: Class 15 contains 12658 members 
Mstep: Class 16 contains 11437 members 
Mstep: Class 17 contains 5086 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 37698 members 
Mstep: Class 20 contains 25312 members 
Mstep: Class 21 contains 8547 members 
Mstep: Class 22 contains 9222 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 3525 members 
Mstep: Class 27 contains 15041 members 
Mstep: Class 28 contains 4347 members 
Mstep: Class 29 contains 112343 members 
Mstep: Class 30 contains 48482 members 
Mstep: Class 31 contains 2778 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1165 members 
Mstep: Class 37 contains 3559 members 
Mstep: Class 38 contains 1858 members 
Mstep: Class 39 contains 11590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890204.000000 Penalty: 82980.742188
Iteration 103Q: 40 clusters Score -4.08902e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 21005 members 
Mstep: Class 5 contains 1607 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 35794 members 
Mstep: Class 8 contains 783 members 
Mstep: Class 9 contains 16020 members 
Mstep: Class 10 contains 2523 members 
Mstep: Class 11 contains 5992 members 
Mstep: Class 12 contains 967 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 22203 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 11434 members 
Mstep: Class 17 contains 5081 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 37709 members 
Mstep: Class 20 contains 25304 members 
Mstep: Class 21 contains 8545 members 
Mstep: Class 22 contains 9207 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1002 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 3530 members 
Mstep: Class 27 contains 15077 members 
Mstep: Class 28 contains 4295 members 
Mstep: Class 29 contains 112272 members 
Mstep: Class 30 contains 48479 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1208 members 
Mstep: Class 37 contains 3616 members 
Mstep: Class 38 contains 1854 members 
Mstep: Class 39 contains 11645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890268.000000 Penalty: 82980.742188
Iteration 104Q: 40 clusters Score -4.089027e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 18664 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20969 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 35808 members 
Mstep: Class 8 contains 778 members 
Mstep: Class 9 contains 16018 members 
Mstep: Class 10 contains 2510 members 
Mstep: Class 11 contains 5997 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 22199 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 17 contains 5076 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 37722 members 
Mstep: Class 20 contains 25302 members 
Mstep: Class 21 contains 8536 members 
Mstep: Class 22 contains 9194 members 
Mstep: Class 23 contains 3112 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 15107 members 
Mstep: Class 28 contains 4245 members 
Mstep: Class 29 contains 112183 members 
Mstep: Class 30 contains 48488 members 
Mstep: Class 31 contains 2780 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 1114 members 
Mstep: Class 36 contains 1231 members 
Mstep: Class 37 contains 3676 members 
Mstep: Class 38 contains 1858 members 
Mstep: Class 39 contains 11700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890408.000000 Penalty: 82980.742188
Iteration 105Q: 40 clusters Score -4.089041e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20934 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 35818 members 
Mstep: Class 8 contains 775 members 
Mstep: Class 9 contains 16014 members 
Mstep: Class 10 contains 2504 members 
Mstep: Class 11 contains 6000 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11988 members 
Mstep: Class 14 contains 22199 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 11428 members 
Mstep: Class 17 contains 5065 members 
Mstep: Class 18 contains 2170 members 
Mstep: Class 19 contains 37729 members 
Mstep: Class 20 contains 25297 members 
Mstep: Class 21 contains 8543 members 
Mstep: Class 22 contains 9191 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 3535 members 
Mstep: Class 27 contains 15133 members 
Mstep: Class 28 contains 4194 members 
Mstep: Class 29 contains 112117 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 890 members 
Mstep: Class 35 contains 1115 members 
Mstep: Class 36 contains 1269 members 
Mstep: Class 37 contains 3709 members 
Mstep: Class 38 contains 1858 members 
Mstep: Class 39 contains 11751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890440.000000 Penalty: 82980.742188
Iteration 106Q: 40 clusters Score -4.089044e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 18666 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20889 members 
Mstep: Class 5 contains 1605 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 35827 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16013 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6007 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 22193 members 
Mstep: Class 15 contains 12657 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 2171 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 13300 members 
Mstep: Class 26 contains 3539 members 
Mstep: Class 27 contains 15163 members 
Mstep: Class 28 contains 4125 members 
Mstep: Class 29 contains 112058 members 
Mstep: Class 30 contains 48494 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 889 members 
Mstep: Class 35 contains 1116 members 
Mstep: Class 36 contains 1314 members 
Mstep: Class 37 contains 3742 members 
Mstep: Class 38 contains 1851 members 
Mstep: Class 39 contains 11808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890584.000000 Penalty: 82980.742188
Iteration 107Q: 40 clusters Score -4.089058e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 20865 members 
Mstep: Class 5 contains 1603 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 35834 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16012 members 
Mstep: Class 10 contains 2496 members 
Mstep: Class 11 contains 6011 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11985 members 
Mstep: Class 14 contains 22196 members 
Mstep: Class 15 contains 12655 members 
Mstep: Class 16 contains 11422 members 
Mstep: Class 17 contains 5042 members 
Mstep: Class 18 contains 2179 members 
Mstep: Class 19 contains 37736 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 8549 members 
Mstep: Class 22 contains 9179 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1002 members 
Mstep: Class 25 contains 13299 members 
Mstep: Class 26 contains 3534 members 
Mstep: Class 27 contains 15182 members 
Mstep: Class 28 contains 4056 members 
Mstep: Class 29 contains 112019 members 
Mstep: Class 30 contains 48500 members 
Mstep: Class 31 contains 2781 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 887 members 
Mstep: Class 35 contains 1116 members 
Mstep: Class 36 contains 1355 members 
Mstep: Class 37 contains 3770 members 
Mstep: Class 38 contains 1846 members 
Mstep: Class 39 contains 11875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890748.000000 Penalty: 82980.742188
Iteration 108Q: 40 clusters Score -4.089075e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20844 members 
Mstep: Class 5 contains 1599 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 35843 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 2497 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11987 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12653 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 2183 members 
Mstep: Class 19 contains 37738 members 
Mstep: Class 20 contains 25295 members 
Mstep: Class 21 contains 8547 members 
Mstep: Class 22 contains 9167 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1002 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 3536 members 
Mstep: Class 27 contains 15200 members 
Mstep: Class 28 contains 3990 members 
Mstep: Class 29 contains 111977 members 
Mstep: Class 30 contains 48505 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1116 members 
Mstep: Class 36 contains 1407 members 
Mstep: Class 37 contains 3791 members 
Mstep: Class 38 contains 1838 members 
Mstep: Class 39 contains 11930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890680.000000 Penalty: 82980.742188
Iteration 109Q: 40 clusters Score -4.089068e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20821 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 35854 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 16013 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 11993 members 
Mstep: Class 14 contains 22185 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 25297 members 
Mstep: Class 21 contains 8536 members 
Mstep: Class 22 contains 9160 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 13301 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 15221 members 
Mstep: Class 28 contains 3930 members 
Mstep: Class 29 contains 111947 members 
Mstep: Class 30 contains 48507 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1117 members 
Mstep: Class 36 contains 1453 members 
Mstep: Class 37 contains 3801 members 
Mstep: Class 38 contains 1835 members 
Mstep: Class 39 contains 11984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890692.000000 Penalty: 82980.742188
Iteration 110Q: 40 clusters Score -4.089069e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20799 members 
Mstep: Class 5 contains 1591 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 35871 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 16016 members 
Mstep: Class 10 contains 2498 members 
Mstep: Class 11 contains 6020 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12002 members 
Mstep: Class 14 contains 22181 members 
Mstep: Class 15 contains 12652 members 
Mstep: Class 16 contains 11424 members 
Mstep: Class 17 contains 5016 members 
Mstep: Class 18 contains 2192 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 25293 members 
Mstep: Class 21 contains 8532 members 
Mstep: Class 22 contains 9150 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 998 members 
Mstep: Class 25 contains 13302 members 
Mstep: Class 26 contains 3524 members 
Mstep: Class 27 contains 15239 members 
Mstep: Class 28 contains 3890 members 
Mstep: Class 29 contains 111926 members 
Mstep: Class 30 contains 48505 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1119 members 
Mstep: Class 36 contains 1495 members 
Mstep: Class 37 contains 3809 members 
Mstep: Class 38 contains 1825 members 
Mstep: Class 39 contains 12018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890704.000000 Penalty: 82980.742188
Iteration 111Q: 40 clusters Score -4.08907e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20773 members 
Mstep: Class 5 contains 1588 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 35890 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 16013 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12011 members 
Mstep: Class 14 contains 22182 members 
Mstep: Class 15 contains 12651 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 17 contains 4999 members 
Mstep: Class 18 contains 2194 members 
Mstep: Class 19 contains 37734 members 
Mstep: Class 20 contains 25286 members 
Mstep: Class 21 contains 8526 members 
Mstep: Class 22 contains 9137 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1001 members 
Mstep: Class 25 contains 13306 members 
Mstep: Class 26 contains 3516 members 
Mstep: Class 27 contains 15262 members 
Mstep: Class 28 contains 3861 members 
Mstep: Class 29 contains 111908 members 
Mstep: Class 30 contains 48499 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 886 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1532 members 
Mstep: Class 37 contains 3815 members 
Mstep: Class 38 contains 1819 members 
Mstep: Class 39 contains 12047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890824.000000 Penalty: 82980.742188
Iteration 112Q: 40 clusters Score -4.089082e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20735 members 
Mstep: Class 5 contains 1585 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 35908 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 2502 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12017 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 12650 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 4989 members 
Mstep: Class 18 contains 2195 members 
Mstep: Class 19 contains 37733 members 
Mstep: Class 20 contains 25284 members 
Mstep: Class 21 contains 8525 members 
Mstep: Class 22 contains 9121 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1004 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 15284 members 
Mstep: Class 28 contains 3831 members 
Mstep: Class 29 contains 111898 members 
Mstep: Class 30 contains 48497 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1575 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 1812 members 
Mstep: Class 39 contains 12072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890896.000000 Penalty: 82980.742188
Iteration 113Q: 40 clusters Score -4.08909e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 20702 members 
Mstep: Class 5 contains 1582 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 35917 members 
Mstep: Class 8 contains 773 members 
Mstep: Class 9 contains 16011 members 
Mstep: Class 10 contains 2509 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12020 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12649 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 25281 members 
Mstep: Class 21 contains 8521 members 
Mstep: Class 22 contains 9102 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1005 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 15314 members 
Mstep: Class 28 contains 3801 members 
Mstep: Class 29 contains 111883 members 
Mstep: Class 30 contains 48498 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 2000 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1623 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 1808 members 
Mstep: Class 39 contains 12087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890872.000000 Penalty: 82980.742188
Iteration 114Q: 40 clusters Score -4.089087e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20672 members 
Mstep: Class 5 contains 1580 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 35930 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16012 members 
Mstep: Class 10 contains 2508 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12021 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12648 members 
Mstep: Class 16 contains 11419 members 
Mstep: Class 17 contains 4976 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 37735 members 
Mstep: Class 20 contains 25280 members 
Mstep: Class 21 contains 8513 members 
Mstep: Class 22 contains 9089 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1004 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 3508 members 
Mstep: Class 27 contains 15327 members 
Mstep: Class 28 contains 3783 members 
Mstep: Class 29 contains 111876 members 
Mstep: Class 30 contains 48504 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 884 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1665 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1801 members 
Mstep: Class 39 contains 12102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890984.000000 Penalty: 82980.742188
Iteration 115Q: 40 clusters Score -4.089098e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18676 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20652 members 
Mstep: Class 5 contains 1577 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 35944 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16008 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 6022 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22186 members 
Mstep: Class 15 contains 12645 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 37730 members 
Mstep: Class 20 contains 25281 members 
Mstep: Class 21 contains 8510 members 
Mstep: Class 22 contains 9082 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1003 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 3506 members 
Mstep: Class 27 contains 15344 members 
Mstep: Class 28 contains 3771 members 
Mstep: Class 29 contains 111867 members 
Mstep: Class 30 contains 48506 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1698 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 1804 members 
Mstep: Class 39 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891020.000000 Penalty: 82980.742188
Iteration 116Q: 40 clusters Score -4.089102e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 20630 members 
Mstep: Class 5 contains 1575 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 35951 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16011 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6024 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12020 members 
Mstep: Class 14 contains 22189 members 
Mstep: Class 15 contains 12643 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 4959 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 25278 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 9066 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1002 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 15366 members 
Mstep: Class 28 contains 3762 members 
Mstep: Class 29 contains 111860 members 
Mstep: Class 30 contains 48504 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1736 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890976.000000 Penalty: 82980.742188
Iteration 117Q: 40 clusters Score -4.089098e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20605 members 
Mstep: Class 5 contains 1574 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35963 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2511 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 22188 members 
Mstep: Class 15 contains 12640 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4952 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 37724 members 
Mstep: Class 20 contains 25275 members 
Mstep: Class 21 contains 8507 members 
Mstep: Class 22 contains 9046 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1006 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3505 members 
Mstep: Class 27 contains 15387 members 
Mstep: Class 28 contains 3751 members 
Mstep: Class 29 contains 111858 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1766 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 1819 members 
Mstep: Class 39 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891044.000000 Penalty: 82980.742188
Iteration 118Q: 40 clusters Score -4.089104e+07 nChanged 176
Entering ConstructFrom: 
Score: -40891044.000000 Penalty: 82980.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Entering Unmasked Estep 
Score: -199022.890625 Penalty: 1268.588135
	Iteration 0F: 2 clusters Score -199022.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -196667.593750 Penalty: 2537.176270
	Iteration 0F: 3 clusters Score -196667.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -197344.656250 Penalty: 2537.176270
	Iteration 1F: 3 clusters Score -197344.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -197675.640625 Penalty: 2537.176270
	Iteration 2F: 3 clusters Score -197675.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -198037.375000 Penalty: 2537.176270
	Iteration 3F: 3 clusters Score -198037.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -198484.656250 Penalty: 2537.176270
	Iteration 4F: 3 clusters Score -198484.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -198895.578125 Penalty: 2537.176270
	Iteration 5F: 3 clusters Score -198895.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -199146.640625 Penalty: 2537.176270
	Iteration 6F: 3 clusters Score -199146.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -199240.593750 Penalty: 2537.176270
	Iteration 7Q: 3 clusters Score -199240.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -199263.093750 Penalty: 2537.176270
	Iteration 8Q: 3 clusters Score -199263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -199270.109375 Penalty: 2537.176270
	Iteration 9Q: 3 clusters Score -199270.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -199274.937500 Penalty: 2537.176270
	Iteration 10Q: 3 clusters Score -199274.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -199281.328125 Penalty: 2537.176270
	Iteration 11Q: 3 clusters Score -199281.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -199284.156250 Penalty: 2537.176270
	Iteration 12Q: 3 clusters Score -199284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -199285.484375 Penalty: 2537.176270
	Iteration 13Q: 3 clusters Score -199285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -199288.281250 Penalty: 2537.176270
	Iteration 14Q: 3 clusters Score -199288.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -199290.125000 Penalty: 2537.176270
	Iteration 15Q: 3 clusters Score -199290.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -199290.203125 Penalty: 2537.176270
	Iteration 16Q: 3 clusters Score -199290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -199291.234375 Penalty: 2537.176270
	Iteration 17Q: 3 clusters Score -199291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -199291.234375 Penalty: 2537.176270
	Iteration 18F: 3 clusters Score -199291.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Mstep: Class 40 contains 1329 members 
Entering Unmasked Estep 
Score: -40890368.000000 Penalty: 85108.453125
Splitting cluster 1 changes total score from -40891044.000000 to -40890368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Entering Unmasked Estep 
Score: -1655186.625000 Penalty: 1598.204102
	Iteration 0F: 2 clusters Score -1655187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1642575.000000 Penalty: 3196.408203
	Iteration 0F: 3 clusters Score -1642575 nChanged 8239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1647241.625000 Penalty: 3196.408203
	Iteration 1F: 3 clusters Score -1647242 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1647721.125000 Penalty: 3196.408203
	Iteration 2F: 3 clusters Score -1647721 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1648184.000000 Penalty: 3196.408203
	Iteration 3F: 3 clusters Score -1648184 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1648657.250000 Penalty: 3196.408203
	Iteration 4F: 3 clusters Score -1648657 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -1649233.625000 Penalty: 3196.408203
	Iteration 5F: 3 clusters Score -1649234 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1650026.875000 Penalty: 3196.408203
	Iteration 6F: 3 clusters Score -1650027 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1650955.625000 Penalty: 3196.408203
	Iteration 7F: 3 clusters Score -1650956 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -1651974.000000 Penalty: 3196.408203
	Iteration 8F: 3 clusters Score -1651974 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1652834.375000 Penalty: 3196.408203
	Iteration 9F: 3 clusters Score -1652834 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1653351.250000 Penalty: 3196.408203
	Iteration 10Q: 3 clusters Score -1653351 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -1653624.000000 Penalty: 3196.408203
	Iteration 11Q: 3 clusters Score -1653624 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -1653816.250000 Penalty: 3196.408203
	Iteration 12Q: 3 clusters Score -1653816 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -1653972.500000 Penalty: 3196.408203
	Iteration 13Q: 3 clusters Score -1653972 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 16084 members 
Entering Unmasked Estep 
Score: -1654056.500000 Penalty: 3196.408203
	Iteration 14Q: 3 clusters Score -1654056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1654110.000000 Penalty: 3196.408203
	Iteration 15Q: 3 clusters Score -1654110 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1654150.000000 Penalty: 3196.408203
	Iteration 16Q: 3 clusters Score -1654150 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -1654185.875000 Penalty: 3196.408203
	Iteration 17Q: 3 clusters Score -1654186 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1654213.750000 Penalty: 3196.408203
	Iteration 18Q: 3 clusters Score -1654214 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1654242.625000 Penalty: 3196.408203
	Iteration 19Q: 3 clusters Score -1654243 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -1654260.000000 Penalty: 3196.408203
	Iteration 20F: 3 clusters Score -1654260 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1654273.875000 Penalty: 3196.408203
	Iteration 21Q: 3 clusters Score -1654274 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -1654293.000000 Penalty: 3196.408203
	Iteration 22Q: 3 clusters Score -1654293 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1654292.750000 Penalty: 3196.408203
	Iteration 23Q: 3 clusters Score -1654293 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -1654305.000000 Penalty: 3196.408203
	Iteration 24Q: 3 clusters Score -1654305 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -1654316.875000 Penalty: 3196.408203
	Iteration 25Q: 3 clusters Score -1654317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -1654318.250000 Penalty: 3196.408203
	Iteration 26Q: 3 clusters Score -1654318 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -1654321.375000 Penalty: 3196.408203
	Iteration 27Q: 3 clusters Score -1654321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -1654330.625000 Penalty: 3196.408203
	Iteration 28Q: 3 clusters Score -1654331 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -1654337.125000 Penalty: 3196.408203
	Iteration 29Q: 3 clusters Score -1654337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -1654338.500000 Penalty: 3196.408203
	Iteration 30Q: 3 clusters Score -1654338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -1654344.000000 Penalty: 3196.408203
	Iteration 31Q: 3 clusters Score -1654344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -1654345.250000 Penalty: 3196.408203
	Iteration 32Q: 3 clusters Score -1654345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1654348.250000 Penalty: 3196.408203
	Iteration 33Q: 3 clusters Score -1654348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -1654348.875000 Penalty: 3196.408203
	Iteration 34Q: 3 clusters Score -1654349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1654350.500000 Penalty: 3196.408203
	Iteration 35Q: 3 clusters Score -1654350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1654352.500000 Penalty: 3196.408203
	Iteration 36Q: 3 clusters Score -1654352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -1654351.750000 Penalty: 3196.408203
	Iteration 37Q: 3 clusters Score -1654352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -1654351.125000 Penalty: 3196.408203
	Iteration 38Q: 3 clusters Score -1654351 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1654350.500000 Penalty: 3196.408203
	Iteration 39Q: 3 clusters Score -1654350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1654353.750000 Penalty: 3196.408203
	Iteration 40F: 3 clusters Score -1654354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -1654353.625000 Penalty: 3196.408203
	Iteration 41Q: 3 clusters Score -1654354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -1654357.500000 Penalty: 3196.408203
	Iteration 42Q: 3 clusters Score -1654358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -1654360.125000 Penalty: 3196.408203
	Iteration 43Q: 3 clusters Score -1654360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1654360.625000 Penalty: 3196.408203
	Iteration 44Q: 3 clusters Score -1654361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1654363.375000 Penalty: 3196.408203
	Iteration 45Q: 3 clusters Score -1654363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -1654363.500000 Penalty: 3196.408203
	Iteration 46Q: 3 clusters Score -1654364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1654363.500000 Penalty: 3196.408203
	Iteration 47Q: 3 clusters Score -1654364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17277 members 
Entering Unmasked Estep 
Score: -1654365.000000 Penalty: 3196.408203
	Iteration 48Q: 3 clusters Score -1654365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -1654366.500000 Penalty: 3196.408203
	Iteration 49Q: 3 clusters Score -1654366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1654363.250000 Penalty: 3196.408203
	Iteration 50Q: 3 clusters Score -1654363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1654365.750000 Penalty: 3196.408203
	Iteration 51Q: 3 clusters Score -1654366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -1654365.625000 Penalty: 3196.408203
	Iteration 52Q: 3 clusters Score -1654366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1654364.500000 Penalty: 3196.408203
	Iteration 53Q: 3 clusters Score -1654364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1654364.250000 Penalty: 3196.408203
	Iteration 54Q: 3 clusters Score -1654364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1654363.125000 Penalty: 3196.408203
	Iteration 55Q: 3 clusters Score -1654363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1654363.875000 Penalty: 3196.408203
	Iteration 56Q: 3 clusters Score -1654364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1654365.625000 Penalty: 3196.408203
	Iteration 57Q: 3 clusters Score -1654366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -1654365.625000 Penalty: 3196.408203
	Iteration 58F: 3 clusters Score -1654366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -293724.718750 Penalty: 1322.231812
	Iteration 0F: 2 clusters Score -293724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -290741.812500 Penalty: 2644.463623
	Iteration 0F: 3 clusters Score -290741.8 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -291482.343750 Penalty: 2644.463623
	Iteration 1F: 3 clusters Score -291482.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -291696.406250 Penalty: 2644.463623
	Iteration 2F: 3 clusters Score -291696.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -291935.843750 Penalty: 2644.463623
	Iteration 3F: 3 clusters Score -291935.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -292175.656250 Penalty: 2644.463623
	Iteration 4F: 3 clusters Score -292175.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -292433.531250 Penalty: 2644.463623
	Iteration 5F: 3 clusters Score -292433.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -292643.375000 Penalty: 2644.463623
	Iteration 6F: 3 clusters Score -292643.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -292830.093750 Penalty: 2644.463623
	Iteration 7F: 3 clusters Score -292830.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -292959.750000 Penalty: 2644.463623
	Iteration 8Q: 3 clusters Score -292959.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -293032.687500 Penalty: 2644.463623
	Iteration 9Q: 3 clusters Score -293032.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -293065.343750 Penalty: 2644.463623
	Iteration 10Q: 3 clusters Score -293065.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -293092.718750 Penalty: 2644.463623
	Iteration 11Q: 3 clusters Score -293092.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -293109.531250 Penalty: 2644.463623
	Iteration 12Q: 3 clusters Score -293109.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -293118.562500 Penalty: 2644.463623
	Iteration 13Q: 3 clusters Score -293118.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -293123.843750 Penalty: 2644.463623
	Iteration 14Q: 3 clusters Score -293123.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -293128.937500 Penalty: 2644.463623
	Iteration 15Q: 3 clusters Score -293128.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -293133.718750 Penalty: 2644.463623
	Iteration 16Q: 3 clusters Score -293133.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -293137.906250 Penalty: 2644.463623
	Iteration 17Q: 3 clusters Score -293137.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -293139.625000 Penalty: 2644.463623
	Iteration 18Q: 3 clusters Score -293139.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -293140.531250 Penalty: 2644.463623
	Iteration 19Q: 3 clusters Score -293140.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -293140.937500 Penalty: 2644.463623
	Iteration 20F: 3 clusters Score -293140.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -293141.250000 Penalty: 2644.463623
	Iteration 21Q: 3 clusters Score -293141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -293141.656250 Penalty: 2644.463623
	Iteration 22Q: 3 clusters Score -293141.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -293142.968750 Penalty: 2644.463623
	Iteration 23Q: 3 clusters Score -293143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -293144.281250 Penalty: 2644.463623
	Iteration 24Q: 3 clusters Score -293144.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -293145.437500 Penalty: 2644.463623
	Iteration 25Q: 3 clusters Score -293145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -293147.562500 Penalty: 2644.463623
	Iteration 26Q: 3 clusters Score -293147.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -293149.937500 Penalty: 2644.463623
	Iteration 27Q: 3 clusters Score -293149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -293150.843750 Penalty: 2644.463623
	Iteration 28Q: 3 clusters Score -293150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -293153.906250 Penalty: 2644.463623
	Iteration 29Q: 3 clusters Score -293153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -293155.500000 Penalty: 2644.463623
	Iteration 30Q: 3 clusters Score -293155.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -293156.531250 Penalty: 2644.463623
	Iteration 31Q: 3 clusters Score -293156.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -293156.718750 Penalty: 2644.463623
	Iteration 32Q: 3 clusters Score -293156.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -293156.718750 Penalty: 2644.463623
	Iteration 33F: 3 clusters Score -293156.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (20585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Entering Unmasked Estep 
Score: -1795763.625000 Penalty: 1614.001587
	Iteration 0F: 2 clusters Score -1795764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1781616.500000 Penalty: 3228.003174
	Iteration 0F: 3 clusters Score -1781616 nChanged 9452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -1786694.625000 Penalty: 3228.003174
	Iteration 1F: 3 clusters Score -1786695 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -1787032.500000 Penalty: 3228.003174
	Iteration 2Q: 3 clusters Score -1787032 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1787312.125000 Penalty: 3228.003174
	Iteration 3Q: 3 clusters Score -1787312 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1787548.750000 Penalty: 3228.003174
	Iteration 4Q: 3 clusters Score -1787549 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1787811.250000 Penalty: 3228.003174
	Iteration 5Q: 3 clusters Score -1787811 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1788072.000000 Penalty: 3228.003174
	Iteration 6Q: 3 clusters Score -1788072 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1788352.375000 Penalty: 3228.003174
	Iteration 7Q: 3 clusters Score -1788352 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1788687.125000 Penalty: 3228.003174
	Iteration 8Q: 3 clusters Score -1788687 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1789013.625000 Penalty: 3228.003174
	Iteration 9Q: 3 clusters Score -1789014 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1789360.750000 Penalty: 3228.003174
	Iteration 10Q: 3 clusters Score -1789361 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1789706.125000 Penalty: 3228.003174
	Iteration 11Q: 3 clusters Score -1789706 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1790071.500000 Penalty: 3228.003174
	Iteration 12Q: 3 clusters Score -1790072 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1790456.375000 Penalty: 3228.003174
	Iteration 13Q: 3 clusters Score -1790456 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1790825.625000 Penalty: 3228.003174
	Iteration 14Q: 3 clusters Score -1790826 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1791234.375000 Penalty: 3228.003174
	Iteration 15Q: 3 clusters Score -1791234 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1791686.125000 Penalty: 3228.003174
	Iteration 16Q: 3 clusters Score -1791686 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1792260.125000 Penalty: 3228.003174
	Iteration 17Q: 3 clusters Score -1792260 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1792899.750000 Penalty: 3228.003174
	Iteration 18Q: 3 clusters Score -1792900 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1793548.250000 Penalty: 3228.003174
	Iteration 19Q: 3 clusters Score -1793548 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1794201.500000 Penalty: 3228.003174
	Iteration 20F: 3 clusters Score -1794202 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -1794732.375000 Penalty: 3228.003174
	Iteration 21Q: 3 clusters Score -1794732 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1795105.500000 Penalty: 3228.003174
	Iteration 22Q: 3 clusters Score -1795106 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1795306.000000 Penalty: 3228.003174
	Iteration 23Q: 3 clusters Score -1795306 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1795420.875000 Penalty: 3228.003174
	Iteration 24Q: 3 clusters Score -1795421 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1795499.625000 Penalty: 3228.003174
	Iteration 25Q: 3 clusters Score -1795500 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1795552.000000 Penalty: 3228.003174
	Iteration 26Q: 3 clusters Score -1795552 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1795583.875000 Penalty: 3228.003174
	Iteration 27Q: 3 clusters Score -1795584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1795604.250000 Penalty: 3228.003174
	Iteration 28Q: 3 clusters Score -1795604 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1795618.625000 Penalty: 3228.003174
	Iteration 29Q: 3 clusters Score -1795619 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1795622.000000 Penalty: 3228.003174
	Iteration 30Q: 3 clusters Score -1795622 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1795636.750000 Penalty: 3228.003174
	Iteration 31Q: 3 clusters Score -1795637 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1795636.625000 Penalty: 3228.003174
	Iteration 32Q: 3 clusters Score -1795637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -1795643.375000 Penalty: 3228.003174
	Iteration 33Q: 3 clusters Score -1795643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1795648.750000 Penalty: 3228.003174
	Iteration 34Q: 3 clusters Score -1795649 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1795653.375000 Penalty: 3228.003174
	Iteration 35Q: 3 clusters Score -1795653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1795654.625000 Penalty: 3228.003174
	Iteration 36Q: 3 clusters Score -1795655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1795651.250000 Penalty: 3228.003174
	Iteration 37Q: 3 clusters Score -1795651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1795650.500000 Penalty: 3228.003174
	Iteration 38Q: 3 clusters Score -1795650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1795650.750000 Penalty: 3228.003174
	Iteration 39Q: 3 clusters Score -1795651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1795650.125000 Penalty: 3228.003174
	Iteration 40F: 3 clusters Score -1795650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1795649.875000 Penalty: 3228.003174
	Iteration 41Q: 3 clusters Score -1795650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1795650.750000 Penalty: 3228.003174
	Iteration 42Q: 3 clusters Score -1795651 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1795650.750000 Penalty: 3228.003174
	Iteration 43F: 3 clusters Score -1795651 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Entering Unmasked Estep 
Score: -110359.898438 Penalty: 1196.016968
	Iteration 0F: 2 clusters Score -110359.9 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 806 members 
Entering Unmasked Estep 
Score: -108598.695312 Penalty: 2392.033936
	Iteration 0F: 3 clusters Score -108598.7 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -109203.132812 Penalty: 2392.033936
	Iteration 1F: 3 clusters Score -109203.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -109424.398438 Penalty: 2392.033936
	Iteration 2F: 3 clusters Score -109424.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -109573.921875 Penalty: 2392.033936
	Iteration 3F: 3 clusters Score -109573.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109731.273438 Penalty: 2392.033936
	Iteration 4F: 3 clusters Score -109731.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -109837.320312 Penalty: 2392.033936
	Iteration 5Q: 3 clusters Score -109837.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -109911.273438 Penalty: 2392.033936
	Iteration 6Q: 3 clusters Score -109911.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -109949.773438 Penalty: 2392.033936
	Iteration 7Q: 3 clusters Score -109949.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -109964.679688 Penalty: 2392.033936
	Iteration 8Q: 3 clusters Score -109964.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -109969.796875 Penalty: 2392.033936
	Iteration 9Q: 3 clusters Score -109969.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -109971.023438 Penalty: 2392.033936
	Iteration 10Q: 3 clusters Score -109971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -109971.500000 Penalty: 2392.033936
	Iteration 11Q: 3 clusters Score -109971.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -109971.500000 Penalty: 2392.033936
	Iteration 12F: 3 clusters Score -109971.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Entering Unmasked Estep 
Score: -223057.343750 Penalty: 1282.098022
	Iteration 0F: 2 clusters Score -223057.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -220556.375000 Penalty: 2564.196045
	Iteration 0F: 3 clusters Score -220556.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -221179.609375 Penalty: 2564.196045
	Iteration 1F: 3 clusters Score -221179.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -221352.375000 Penalty: 2564.196045
	Iteration 2F: 3 clusters Score -221352.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -221481.421875 Penalty: 2564.196045
	Iteration 3F: 3 clusters Score -221481.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -221612.359375 Penalty: 2564.196045
	Iteration 4F: 3 clusters Score -221612.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -221711.062500 Penalty: 2564.196045
	Iteration 5F: 3 clusters Score -221711.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -221771.671875 Penalty: 2564.196045
	Iteration 6Q: 3 clusters Score -221771.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -221829.343750 Penalty: 2564.196045
	Iteration 7Q: 3 clusters Score -221829.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -221894.765625 Penalty: 2564.196045
	Iteration 8Q: 3 clusters Score -221894.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -221952.187500 Penalty: 2564.196045
	Iteration 9Q: 3 clusters Score -221952.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -222007.281250 Penalty: 2564.196045
	Iteration 10Q: 3 clusters Score -222007.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -222058.296875 Penalty: 2564.196045
	Iteration 11Q: 3 clusters Score -222058.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -222092.468750 Penalty: 2564.196045
	Iteration 12Q: 3 clusters Score -222092.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -222115.312500 Penalty: 2564.196045
	Iteration 13Q: 3 clusters Score -222115.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -222132.062500 Penalty: 2564.196045
	Iteration 14Q: 3 clusters Score -222132.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -222141.250000 Penalty: 2564.196045
	Iteration 15Q: 3 clusters Score -222141.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -222146.734375 Penalty: 2564.196045
	Iteration 16Q: 3 clusters Score -222146.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -222150.812500 Penalty: 2564.196045
	Iteration 17Q: 3 clusters Score -222150.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -222152.312500 Penalty: 2564.196045
	Iteration 18Q: 3 clusters Score -222152.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -222155.812500 Penalty: 2564.196045
	Iteration 19Q: 3 clusters Score -222155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -222157.703125 Penalty: 2564.196045
	Iteration 20F: 3 clusters Score -222157.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -222159.515625 Penalty: 2564.196045
	Iteration 21Q: 3 clusters Score -222159.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -222160.625000 Penalty: 2564.196045
	Iteration 22Q: 3 clusters Score -222160.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -222161.250000 Penalty: 2564.196045
	Iteration 23Q: 3 clusters Score -222161.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -222161.671875 Penalty: 2564.196045
	Iteration 24Q: 3 clusters Score -222161.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -222161.671875 Penalty: 2564.196045
	Iteration 25F: 3 clusters Score -222161.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Entering Unmasked Estep 
Score: -3191251.750000 Penalty: 1704.710205
	Iteration 0F: 2 clusters Score -3191252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18121 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -3167069.250000 Penalty: 3409.420410
	Iteration 0F: 3 clusters Score -3167069 nChanged 16692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -3176341.000000 Penalty: 3409.420410
	Iteration 1F: 3 clusters Score -3176341 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20092 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3176856.500000 Penalty: 3409.420410
	Iteration 2Q: 3 clusters Score -3176856 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -3177442.750000 Penalty: 3409.420410
	Iteration 3Q: 3 clusters Score -3177443 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3178317.750000 Penalty: 3409.420410
	Iteration 4Q: 3 clusters Score -3178318 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -3179563.500000 Penalty: 3409.420410
	Iteration 5F: 3 clusters Score -3179564 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -3181430.750000 Penalty: 3409.420410
	Iteration 6F: 3 clusters Score -3181431 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -3183805.750000 Penalty: 3409.420410
	Iteration 7F: 3 clusters Score -3183806 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3186041.000000 Penalty: 3409.420410
	Iteration 8F: 3 clusters Score -3186041 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -3187696.000000 Penalty: 3409.420410
	Iteration 9Q: 3 clusters Score -3187696 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3188612.500000 Penalty: 3409.420410
	Iteration 10Q: 3 clusters Score -3188612 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35106 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3189105.500000 Penalty: 3409.420410
	Iteration 11Q: 3 clusters Score -3189106 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3189351.250000 Penalty: 3409.420410
	Iteration 12Q: 3 clusters Score -3189351 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35523 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3189499.750000 Penalty: 3409.420410
	Iteration 13Q: 3 clusters Score -3189500 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35600 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3189569.500000 Penalty: 3409.420410
	Iteration 14Q: 3 clusters Score -3189570 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3189622.750000 Penalty: 3409.420410
	Iteration 15Q: 3 clusters Score -3189623 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35680 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3189655.250000 Penalty: 3409.420410
	Iteration 16Q: 3 clusters Score -3189655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -3189691.250000 Penalty: 3409.420410
	Iteration 17Q: 3 clusters Score -3189691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3189707.250000 Penalty: 3409.420410
	Iteration 18Q: 3 clusters Score -3189707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -3189711.750000 Penalty: 3409.420410
	Iteration 19Q: 3 clusters Score -3189712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3189724.000000 Penalty: 3409.420410
	Iteration 20F: 3 clusters Score -3189724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -3189731.250000 Penalty: 3409.420410
	Iteration 21Q: 3 clusters Score -3189731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35732 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3189736.000000 Penalty: 3409.420410
	Iteration 22Q: 3 clusters Score -3189736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3189739.000000 Penalty: 3409.420410
	Iteration 23Q: 3 clusters Score -3189739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3189742.000000 Penalty: 3409.420410
	Iteration 24Q: 3 clusters Score -3189742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3189746.500000 Penalty: 3409.420410
	Iteration 25Q: 3 clusters Score -3189746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3189749.750000 Penalty: 3409.420410
	Iteration 26Q: 3 clusters Score -3189750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3189756.250000 Penalty: 3409.420410
	Iteration 27Q: 3 clusters Score -3189756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -3189760.500000 Penalty: 3409.420410
	Iteration 28Q: 3 clusters Score -3189760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3189768.250000 Penalty: 3409.420410
	Iteration 29Q: 3 clusters Score -3189768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -3189771.750000 Penalty: 3409.420410
	Iteration 30Q: 3 clusters Score -3189772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3189771.250000 Penalty: 3409.420410
	Iteration 31Q: 3 clusters Score -3189771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -3189771.250000 Penalty: 3409.420410
	Iteration 32F: 3 clusters Score -3189771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Entering Unmasked Estep 
Score: -62369.523438 Penalty: 1080.459961
	Iteration 0F: 2 clusters Score -62369.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61095.808594 Penalty: 2160.919922
	Iteration 0F: 3 clusters Score -61095.81 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61344.320312 Penalty: 2160.919922
	Iteration 1F: 3 clusters Score -61344.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -61469.566406 Penalty: 2160.919922
	Iteration 2F: 3 clusters Score -61469.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -61544.859375 Penalty: 2160.919922
	Iteration 3Q: 3 clusters Score -61544.86 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -61623.785156 Penalty: 2160.919922
	Iteration 4Q: 3 clusters Score -61623.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -61692.347656 Penalty: 2160.919922
	Iteration 5Q: 3 clusters Score -61692.35 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -61730.339844 Penalty: 2160.919922
	Iteration 6Q: 3 clusters Score -61730.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61742.738281 Penalty: 2160.919922
	Iteration 7Q: 3 clusters Score -61742.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -61752.781250 Penalty: 2160.919922
	Iteration 8Q: 3 clusters Score -61752.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -61757.183594 Penalty: 2160.919922
	Iteration 9Q: 3 clusters Score -61757.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -61761.113281 Penalty: 2160.919922
	Iteration 10Q: 3 clusters Score -61761.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61764.335938 Penalty: 2160.919922
	Iteration 11Q: 3 clusters Score -61764.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -61764.335938 Penalty: 2160.919922
	Iteration 12F: 3 clusters Score -61764.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Entering Unmasked Estep 
Score: -1395698.875000 Penalty: 1573.126953
	Iteration 0F: 2 clusters Score -1395699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1384629.625000 Penalty: 3146.253906
	Iteration 0F: 3 clusters Score -1384630 nChanged 7160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1388672.750000 Penalty: 3146.253906
	Iteration 1F: 3 clusters Score -1388673 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1389049.000000 Penalty: 3146.253906
	Iteration 2F: 3 clusters Score -1389049 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1389374.000000 Penalty: 3146.253906
	Iteration 3F: 3 clusters Score -1389374 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1389676.000000 Penalty: 3146.253906
	Iteration 4Q: 3 clusters Score -1389676 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1389967.875000 Penalty: 3146.253906
	Iteration 5Q: 3 clusters Score -1389968 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1390273.750000 Penalty: 3146.253906
	Iteration 6Q: 3 clusters Score -1390274 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1390609.250000 Penalty: 3146.253906
	Iteration 7Q: 3 clusters Score -1390609 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1390964.500000 Penalty: 3146.253906
	Iteration 8Q: 3 clusters Score -1390964 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1391373.000000 Penalty: 3146.253906
	Iteration 9Q: 3 clusters Score -1391373 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1391869.125000 Penalty: 3146.253906
	Iteration 10Q: 3 clusters Score -1391869 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1392353.125000 Penalty: 3146.253906
	Iteration 11Q: 3 clusters Score -1392353 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1392773.375000 Penalty: 3146.253906
	Iteration 12Q: 3 clusters Score -1392773 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1393067.750000 Penalty: 3146.253906
	Iteration 13Q: 3 clusters Score -1393068 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -1393290.000000 Penalty: 3146.253906
	Iteration 14Q: 3 clusters Score -1393290 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1393447.875000 Penalty: 3146.253906
	Iteration 15Q: 3 clusters Score -1393448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1393561.500000 Penalty: 3146.253906
	Iteration 16Q: 3 clusters Score -1393562 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1393662.375000 Penalty: 3146.253906
	Iteration 17Q: 3 clusters Score -1393662 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1393738.875000 Penalty: 3146.253906
	Iteration 18Q: 3 clusters Score -1393739 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1393817.375000 Penalty: 3146.253906
	Iteration 19Q: 3 clusters Score -1393817 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1393893.000000 Penalty: 3146.253906
	Iteration 20F: 3 clusters Score -1393893 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1393947.750000 Penalty: 3146.253906
	Iteration 21Q: 3 clusters Score -1393948 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1393992.000000 Penalty: 3146.253906
	Iteration 22Q: 3 clusters Score -1393992 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1394049.500000 Penalty: 3146.253906
	Iteration 23Q: 3 clusters Score -1394050 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1394084.750000 Penalty: 3146.253906
	Iteration 24Q: 3 clusters Score -1394085 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1394117.375000 Penalty: 3146.253906
	Iteration 25Q: 3 clusters Score -1394117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1394147.500000 Penalty: 3146.253906
	Iteration 26Q: 3 clusters Score -1394148 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1394171.250000 Penalty: 3146.253906
	Iteration 27Q: 3 clusters Score -1394171 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1394186.625000 Penalty: 3146.253906
	Iteration 28Q: 3 clusters Score -1394187 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1394206.250000 Penalty: 3146.253906
	Iteration 29Q: 3 clusters Score -1394206 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1394227.000000 Penalty: 3146.253906
	Iteration 30Q: 3 clusters Score -1394227 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1394247.625000 Penalty: 3146.253906
	Iteration 31Q: 3 clusters Score -1394248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1394263.875000 Penalty: 3146.253906
	Iteration 32Q: 3 clusters Score -1394264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1394281.375000 Penalty: 3146.253906
	Iteration 33Q: 3 clusters Score -1394281 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1394296.750000 Penalty: 3146.253906
	Iteration 34Q: 3 clusters Score -1394297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1394307.000000 Penalty: 3146.253906
	Iteration 35Q: 3 clusters Score -1394307 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1394317.375000 Penalty: 3146.253906
	Iteration 36Q: 3 clusters Score -1394317 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1394325.125000 Penalty: 3146.253906
	Iteration 37Q: 3 clusters Score -1394325 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1394330.125000 Penalty: 3146.253906
	Iteration 38Q: 3 clusters Score -1394330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1394332.625000 Penalty: 3146.253906
	Iteration 39Q: 3 clusters Score -1394333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1394332.750000 Penalty: 3146.253906
	Iteration 40F: 3 clusters Score -1394333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Entering Unmasked Estep 
Score: -195795.109375 Penalty: 1272.185669
	Iteration 0F: 2 clusters Score -195795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -193355.343750 Penalty: 2544.371338
	Iteration 0F: 3 clusters Score -193355.3 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -194043.562500 Penalty: 2544.371338
	Iteration 1F: 3 clusters Score -194043.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -194336.812500 Penalty: 2544.371338
	Iteration 2F: 3 clusters Score -194336.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -194558.343750 Penalty: 2544.371338
	Iteration 3F: 3 clusters Score -194558.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -194696.375000 Penalty: 2544.371338
	Iteration 4F: 3 clusters Score -194696.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194788.156250 Penalty: 2544.371338
	Iteration 5Q: 3 clusters Score -194788.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -194843.375000 Penalty: 2544.371338
	Iteration 6Q: 3 clusters Score -194843.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -194873.921875 Penalty: 2544.371338
	Iteration 7Q: 3 clusters Score -194873.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -194893.203125 Penalty: 2544.371338
	Iteration 8Q: 3 clusters Score -194893.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194908.593750 Penalty: 2544.371338
	Iteration 9Q: 3 clusters Score -194908.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -194928.421875 Penalty: 2544.371338
	Iteration 10Q: 3 clusters Score -194928.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194951.000000 Penalty: 2544.371338
	Iteration 11Q: 3 clusters Score -194951 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -194972.000000 Penalty: 2544.371338
	Iteration 12Q: 3 clusters Score -194972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194989.000000 Penalty: 2544.371338
	Iteration 13Q: 3 clusters Score -194989 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -195002.265625 Penalty: 2544.371338
	Iteration 14Q: 3 clusters Score -195002.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -195011.859375 Penalty: 2544.371338
	Iteration 15Q: 3 clusters Score -195011.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -195019.218750 Penalty: 2544.371338
	Iteration 16Q: 3 clusters Score -195019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -195023.671875 Penalty: 2544.371338
	Iteration 17Q: 3 clusters Score -195023.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -195031.546875 Penalty: 2544.371338
	Iteration 18Q: 3 clusters Score -195031.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -195037.718750 Penalty: 2544.371338
	Iteration 19Q: 3 clusters Score -195037.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -195045.484375 Penalty: 2544.371338
	Iteration 20F: 3 clusters Score -195045.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -195058.562500 Penalty: 2544.371338
	Iteration 21Q: 3 clusters Score -195058.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -195074.703125 Penalty: 2544.371338
	Iteration 22Q: 3 clusters Score -195074.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -195088.875000 Penalty: 2544.371338
	Iteration 23Q: 3 clusters Score -195088.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -195096.468750 Penalty: 2544.371338
	Iteration 24Q: 3 clusters Score -195096.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -195101.875000 Penalty: 2544.371338
	Iteration 25Q: 3 clusters Score -195101.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -195104.671875 Penalty: 2544.371338
	Iteration 26Q: 3 clusters Score -195104.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -195105.812500 Penalty: 2544.371338
	Iteration 27Q: 3 clusters Score -195105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -195107.109375 Penalty: 2544.371338
	Iteration 28Q: 3 clusters Score -195107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -195107.312500 Penalty: 2544.371338
	Iteration 29Q: 3 clusters Score -195107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -195107.843750 Penalty: 2544.371338
	Iteration 30Q: 3 clusters Score -195107.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -195107.843750 Penalty: 2544.371338
	Iteration 31F: 3 clusters Score -195107.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Entering Unmasked Estep 
Score: -532624.812500 Penalty: 1414.346802
	Iteration 0F: 2 clusters Score -532624.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -528001.812500 Penalty: 2828.693604
	Iteration 0F: 3 clusters Score -528001.8 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -529313.812500 Penalty: 2828.693604
	Iteration 1F: 3 clusters Score -529313.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -529486.562500 Penalty: 2828.693604
	Iteration 2F: 3 clusters Score -529486.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -529614.187500 Penalty: 2828.693604
	Iteration 3Q: 3 clusters Score -529614.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -529727.000000 Penalty: 2828.693604
	Iteration 4Q: 3 clusters Score -529727 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -529852.125000 Penalty: 2828.693604
	Iteration 5Q: 3 clusters Score -529852.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -529967.187500 Penalty: 2828.693604
	Iteration 6Q: 3 clusters Score -529967.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -530079.750000 Penalty: 2828.693604
	Iteration 7Q: 3 clusters Score -530079.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -530166.812500 Penalty: 2828.693604
	Iteration 8Q: 3 clusters Score -530166.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -530249.625000 Penalty: 2828.693604
	Iteration 9Q: 3 clusters Score -530249.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -530330.625000 Penalty: 2828.693604
	Iteration 10Q: 3 clusters Score -530330.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -530404.625000 Penalty: 2828.693604
	Iteration 11Q: 3 clusters Score -530404.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -530482.875000 Penalty: 2828.693604
	Iteration 12Q: 3 clusters Score -530482.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -530568.250000 Penalty: 2828.693604
	Iteration 13Q: 3 clusters Score -530568.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -530665.687500 Penalty: 2828.693604
	Iteration 14Q: 3 clusters Score -530665.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -530775.250000 Penalty: 2828.693604
	Iteration 15Q: 3 clusters Score -530775.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -530893.937500 Penalty: 2828.693604
	Iteration 16Q: 3 clusters Score -530893.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -530991.562500 Penalty: 2828.693604
	Iteration 17Q: 3 clusters Score -530991.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -531079.687500 Penalty: 2828.693604
	Iteration 18Q: 3 clusters Score -531079.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -531143.625000 Penalty: 2828.693604
	Iteration 19Q: 3 clusters Score -531143.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -531193.187500 Penalty: 2828.693604
	Iteration 20F: 3 clusters Score -531193.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -531232.312500 Penalty: 2828.693604
	Iteration 21Q: 3 clusters Score -531232.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -531269.625000 Penalty: 2828.693604
	Iteration 22Q: 3 clusters Score -531269.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -531297.312500 Penalty: 2828.693604
	Iteration 23Q: 3 clusters Score -531297.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -531318.750000 Penalty: 2828.693604
	Iteration 24Q: 3 clusters Score -531318.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -531334.125000 Penalty: 2828.693604
	Iteration 25Q: 3 clusters Score -531334.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -531354.500000 Penalty: 2828.693604
	Iteration 26Q: 3 clusters Score -531354.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -531371.125000 Penalty: 2828.693604
	Iteration 27Q: 3 clusters Score -531371.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -531386.062500 Penalty: 2828.693604
	Iteration 28Q: 3 clusters Score -531386.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -531398.312500 Penalty: 2828.693604
	Iteration 29Q: 3 clusters Score -531398.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -531408.375000 Penalty: 2828.693604
	Iteration 30Q: 3 clusters Score -531408.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -531414.000000 Penalty: 2828.693604
	Iteration 31Q: 3 clusters Score -531414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -531418.062500 Penalty: 2828.693604
	Iteration 32Q: 3 clusters Score -531418.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -531423.375000 Penalty: 2828.693604
	Iteration 33Q: 3 clusters Score -531423.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -531428.375000 Penalty: 2828.693604
	Iteration 34Q: 3 clusters Score -531428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -531431.000000 Penalty: 2828.693604
	Iteration 35Q: 3 clusters Score -531431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -531435.187500 Penalty: 2828.693604
	Iteration 36Q: 3 clusters Score -531435.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -531439.250000 Penalty: 2828.693604
	Iteration 37Q: 3 clusters Score -531439.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -531442.375000 Penalty: 2828.693604
	Iteration 38Q: 3 clusters Score -531442.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -531445.250000 Penalty: 2828.693604
	Iteration 39Q: 3 clusters Score -531445.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -531446.312500 Penalty: 2828.693604
	Iteration 40F: 3 clusters Score -531446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -531450.687500 Penalty: 2828.693604
	Iteration 41Q: 3 clusters Score -531450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -531451.500000 Penalty: 2828.693604
	Iteration 42Q: 3 clusters Score -531451.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -531451.687500 Penalty: 2828.693604
	Iteration 43Q: 3 clusters Score -531451.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -531452.375000 Penalty: 2828.693604
	Iteration 44Q: 3 clusters Score -531452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -531452.375000 Penalty: 2828.693604
	Iteration 45F: 3 clusters Score -531452.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Entering Unmasked Estep 
Score: -79107.421875 Penalty: 1117.225220
	Iteration 0F: 2 clusters Score -79107.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77695.984375 Penalty: 2234.450439
	Iteration 0F: 3 clusters Score -77695.98 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77922.468750 Penalty: 2234.450439
	Iteration 1F: 3 clusters Score -77922.47 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -77987.367188 Penalty: 2234.450439
	Iteration 2F: 3 clusters Score -77987.37 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -78020.265625 Penalty: 2234.450439
	Iteration 3Q: 3 clusters Score -78020.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -78031.953125 Penalty: 2234.450439
	Iteration 4Q: 3 clusters Score -78031.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78045.796875 Penalty: 2234.450439
	Iteration 5Q: 3 clusters Score -78045.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -78065.531250 Penalty: 2234.450439
	Iteration 6Q: 3 clusters Score -78065.53 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78076.914062 Penalty: 2234.450439
	Iteration 7Q: 3 clusters Score -78076.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -78085.234375 Penalty: 2234.450439
	Iteration 8Q: 3 clusters Score -78085.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78091.578125 Penalty: 2234.450439
	Iteration 9Q: 3 clusters Score -78091.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -78099.375000 Penalty: 2234.450439
	Iteration 10Q: 3 clusters Score -78099.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -78103.210938 Penalty: 2234.450439
	Iteration 11Q: 3 clusters Score -78103.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -78104.539062 Penalty: 2234.450439
	Iteration 12Q: 3 clusters Score -78104.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78106.656250 Penalty: 2234.450439
	Iteration 13Q: 3 clusters Score -78106.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -78107.773438 Penalty: 2234.450439
	Iteration 14Q: 3 clusters Score -78107.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78108.546875 Penalty: 2234.450439
	Iteration 15Q: 3 clusters Score -78108.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78108.546875 Penalty: 2234.450439
	Iteration 16F: 3 clusters Score -78108.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Entering Unmasked Estep 
Score: -1066018.125000 Penalty: 1526.564697
	Iteration 0F: 2 clusters Score -1066018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1057575.375000 Penalty: 3053.129395
	Iteration 0F: 3 clusters Score -1057575 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1060380.750000 Penalty: 3053.129395
	Iteration 1F: 3 clusters Score -1060381 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1060639.500000 Penalty: 3053.129395
	Iteration 2F: 3 clusters Score -1060640 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1060819.000000 Penalty: 3053.129395
	Iteration 3Q: 3 clusters Score -1060819 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1060978.375000 Penalty: 3053.129395
	Iteration 4Q: 3 clusters Score -1060978 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -1061141.625000 Penalty: 3053.129395
	Iteration 5Q: 3 clusters Score -1061142 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1061307.750000 Penalty: 3053.129395
	Iteration 6Q: 3 clusters Score -1061308 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1061472.000000 Penalty: 3053.129395
	Iteration 7Q: 3 clusters Score -1061472 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1061636.250000 Penalty: 3053.129395
	Iteration 8Q: 3 clusters Score -1061636 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1061797.250000 Penalty: 3053.129395
	Iteration 9Q: 3 clusters Score -1061797 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1061977.875000 Penalty: 3053.129395
	Iteration 10Q: 3 clusters Score -1061978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1062176.250000 Penalty: 3053.129395
	Iteration 11Q: 3 clusters Score -1062176 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1062393.750000 Penalty: 3053.129395
	Iteration 12Q: 3 clusters Score -1062394 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1062630.250000 Penalty: 3053.129395
	Iteration 13Q: 3 clusters Score -1062630 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -1062840.625000 Penalty: 3053.129395
	Iteration 14Q: 3 clusters Score -1062841 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -1063009.875000 Penalty: 3053.129395
	Iteration 15Q: 3 clusters Score -1063010 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1063156.375000 Penalty: 3053.129395
	Iteration 16Q: 3 clusters Score -1063156 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1063300.625000 Penalty: 3053.129395
	Iteration 17Q: 3 clusters Score -1063301 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 8511 members 
Entering Unmasked Estep 
Score: -1063454.375000 Penalty: 3053.129395
	Iteration 18Q: 3 clusters Score -1063454 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1063604.000000 Penalty: 3053.129395
	Iteration 19Q: 3 clusters Score -1063604 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1063739.250000 Penalty: 3053.129395
	Iteration 20F: 3 clusters Score -1063739 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -1063837.625000 Penalty: 3053.129395
	Iteration 21Q: 3 clusters Score -1063838 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -1063906.250000 Penalty: 3053.129395
	Iteration 22Q: 3 clusters Score -1063906 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1063958.125000 Penalty: 3053.129395
	Iteration 23Q: 3 clusters Score -1063958 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1064013.875000 Penalty: 3053.129395
	Iteration 24Q: 3 clusters Score -1064014 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1064051.250000 Penalty: 3053.129395
	Iteration 25Q: 3 clusters Score -1064051 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1064083.500000 Penalty: 3053.129395
	Iteration 26Q: 3 clusters Score -1064084 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1064108.375000 Penalty: 3053.129395
	Iteration 27Q: 3 clusters Score -1064108 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1064127.375000 Penalty: 3053.129395
	Iteration 28Q: 3 clusters Score -1064127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1064148.500000 Penalty: 3053.129395
	Iteration 29Q: 3 clusters Score -1064148 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -1064167.375000 Penalty: 3053.129395
	Iteration 30Q: 3 clusters Score -1064167 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1064186.750000 Penalty: 3053.129395
	Iteration 31Q: 3 clusters Score -1064187 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1064204.625000 Penalty: 3053.129395
	Iteration 32Q: 3 clusters Score -1064205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1064221.875000 Penalty: 3053.129395
	Iteration 33Q: 3 clusters Score -1064222 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1064237.625000 Penalty: 3053.129395
	Iteration 34Q: 3 clusters Score -1064238 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1064256.000000 Penalty: 3053.129395
	Iteration 35Q: 3 clusters Score -1064256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1064271.250000 Penalty: 3053.129395
	Iteration 36Q: 3 clusters Score -1064271 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -1064294.625000 Penalty: 3053.129395
	Iteration 37Q: 3 clusters Score -1064295 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1064309.875000 Penalty: 3053.129395
	Iteration 38Q: 3 clusters Score -1064310 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1064322.250000 Penalty: 3053.129395
	Iteration 39Q: 3 clusters Score -1064322 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1064337.875000 Penalty: 3053.129395
	Iteration 40F: 3 clusters Score -1064338 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1064353.625000 Penalty: 3053.129395
	Iteration 41Q: 3 clusters Score -1064354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1064368.875000 Penalty: 3053.129395
	Iteration 42Q: 3 clusters Score -1064369 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1064382.875000 Penalty: 3053.129395
	Iteration 43Q: 3 clusters Score -1064383 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1064393.000000 Penalty: 3053.129395
	Iteration 44Q: 3 clusters Score -1064393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1064406.375000 Penalty: 3053.129395
	Iteration 45Q: 3 clusters Score -1064406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1064414.875000 Penalty: 3053.129395
	Iteration 46Q: 3 clusters Score -1064415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1064429.125000 Penalty: 3053.129395
	Iteration 47Q: 3 clusters Score -1064429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1064442.250000 Penalty: 3053.129395
	Iteration 48Q: 3 clusters Score -1064442 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1064455.000000 Penalty: 3053.129395
	Iteration 49Q: 3 clusters Score -1064455 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1064464.500000 Penalty: 3053.129395
	Iteration 50Q: 3 clusters Score -1064464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1064471.500000 Penalty: 3053.129395
	Iteration 51Q: 3 clusters Score -1064472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -1064473.000000 Penalty: 3053.129395
	Iteration 52Q: 3 clusters Score -1064473 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1064477.000000 Penalty: 3053.129395
	Iteration 53Q: 3 clusters Score -1064477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1064479.000000 Penalty: 3053.129395
	Iteration 54Q: 3 clusters Score -1064479 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1064486.375000 Penalty: 3053.129395
	Iteration 55Q: 3 clusters Score -1064486 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1064490.750000 Penalty: 3053.129395
	Iteration 56Q: 3 clusters Score -1064491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1064493.875000 Penalty: 3053.129395
	Iteration 57Q: 3 clusters Score -1064494 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1064499.750000 Penalty: 3053.129395
	Iteration 58Q: 3 clusters Score -1064500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1064500.625000 Penalty: 3053.129395
	Iteration 59Q: 3 clusters Score -1064501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1064500.750000 Penalty: 3053.129395
	Iteration 60F: 3 clusters Score -1064501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1064504.125000 Penalty: 3053.129395
	Iteration 61Q: 3 clusters Score -1064504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1064508.750000 Penalty: 3053.129395
	Iteration 62Q: 3 clusters Score -1064509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1064509.125000 Penalty: 3053.129395
	Iteration 63Q: 3 clusters Score -1064509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1064510.625000 Penalty: 3053.129395
	Iteration 64Q: 3 clusters Score -1064511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1064513.250000 Penalty: 3053.129395
	Iteration 65Q: 3 clusters Score -1064513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1064515.625000 Penalty: 3053.129395
	Iteration 66Q: 3 clusters Score -1064516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1064516.250000 Penalty: 3053.129395
	Iteration 67Q: 3 clusters Score -1064516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -1064518.875000 Penalty: 3053.129395
	Iteration 68Q: 3 clusters Score -1064519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1064520.500000 Penalty: 3053.129395
	Iteration 69Q: 3 clusters Score -1064520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1064522.625000 Penalty: 3053.129395
	Iteration 70Q: 3 clusters Score -1064523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1064527.875000 Penalty: 3053.129395
	Iteration 71Q: 3 clusters Score -1064528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1064526.250000 Penalty: 3053.129395
	Iteration 72Q: 3 clusters Score -1064526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1064527.750000 Penalty: 3053.129395
	Iteration 73Q: 3 clusters Score -1064528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1064527.000000 Penalty: 3053.129395
	Iteration 74Q: 3 clusters Score -1064527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1064531.500000 Penalty: 3053.129395
	Iteration 75Q: 3 clusters Score -1064532 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1064536.500000 Penalty: 3053.129395
	Iteration 76Q: 3 clusters Score -1064536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1064536.500000 Penalty: 3053.129395
	Iteration 77Q: 3 clusters Score -1064536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1064539.875000 Penalty: 3053.129395
	Iteration 78Q: 3 clusters Score -1064540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1064541.500000 Penalty: 3053.129395
	Iteration 79Q: 3 clusters Score -1064542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1064542.500000 Penalty: 3053.129395
	Iteration 80F: 3 clusters Score -1064542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1064546.500000 Penalty: 3053.129395
	Iteration 81Q: 3 clusters Score -1064546 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -1064548.375000 Penalty: 3053.129395
	Iteration 82Q: 3 clusters Score -1064548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1064551.625000 Penalty: 3053.129395
	Iteration 83Q: 3 clusters Score -1064552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1064555.625000 Penalty: 3053.129395
	Iteration 84Q: 3 clusters Score -1064556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1064560.375000 Penalty: 3053.129395
	Iteration 85Q: 3 clusters Score -1064560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1064563.125000 Penalty: 3053.129395
	Iteration 86Q: 3 clusters Score -1064563 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1064565.000000 Penalty: 3053.129395
	Iteration 87Q: 3 clusters Score -1064565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -1064565.000000 Penalty: 3053.129395
	Iteration 88Q: 3 clusters Score -1064565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1064569.250000 Penalty: 3053.129395
	Iteration 89Q: 3 clusters Score -1064569 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1064573.750000 Penalty: 3053.129395
	Iteration 90Q: 3 clusters Score -1064574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1064580.750000 Penalty: 3053.129395
	Iteration 91Q: 3 clusters Score -1064581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1064591.375000 Penalty: 3053.129395
	Iteration 92Q: 3 clusters Score -1064591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1064596.125000 Penalty: 3053.129395
	Iteration 93Q: 3 clusters Score -1064596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1064598.125000 Penalty: 3053.129395
	Iteration 94Q: 3 clusters Score -1064598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -1064602.625000 Penalty: 3053.129395
	Iteration 95Q: 3 clusters Score -1064603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1064606.000000 Penalty: 3053.129395
	Iteration 96Q: 3 clusters Score -1064606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1064609.000000 Penalty: 3053.129395
	Iteration 97Q: 3 clusters Score -1064609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1064613.875000 Penalty: 3053.129395
	Iteration 98Q: 3 clusters Score -1064614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1064616.875000 Penalty: 3053.129395
	Iteration 99Q: 3 clusters Score -1064617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1064618.125000 Penalty: 3053.129395
	Iteration 100F: 3 clusters Score -1064618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1064618.750000 Penalty: 3053.129395
	Iteration 101Q: 3 clusters Score -1064619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1064617.125000 Penalty: 3053.129395
	Iteration 102Q: 3 clusters Score -1064617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1064617.125000 Penalty: 3053.129395
	Iteration 103Q: 3 clusters Score -1064617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1064618.000000 Penalty: 3053.129395
	Iteration 104Q: 3 clusters Score -1064618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1064619.875000 Penalty: 3053.129395
	Iteration 105Q: 3 clusters Score -1064620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1064620.500000 Penalty: 3053.129395
	Iteration 106Q: 3 clusters Score -1064620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1064620.500000 Penalty: 3053.129395
	Iteration 107F: 3 clusters Score -1064620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Entering Unmasked Estep 
Score: -1933385.750000 Penalty: 1626.180054
	Iteration 0F: 2 clusters Score -1933386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1918274.500000 Penalty: 3252.360107
	Iteration 0F: 3 clusters Score -1918274 nChanged 10120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1923865.500000 Penalty: 3252.360107
	Iteration 1F: 3 clusters Score -1923866 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1924239.000000 Penalty: 3252.360107
	Iteration 2Q: 3 clusters Score -1924239 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -1924618.125000 Penalty: 3252.360107
	Iteration 3Q: 3 clusters Score -1924618 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -1925019.375000 Penalty: 3252.360107
	Iteration 4Q: 3 clusters Score -1925019 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -1925483.125000 Penalty: 3252.360107
	Iteration 5Q: 3 clusters Score -1925483 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1925986.125000 Penalty: 3252.360107
	Iteration 6Q: 3 clusters Score -1925986 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1926520.500000 Penalty: 3252.360107
	Iteration 7Q: 3 clusters Score -1926520 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1927104.875000 Penalty: 3252.360107
	Iteration 8Q: 3 clusters Score -1927105 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1927675.875000 Penalty: 3252.360107
	Iteration 9Q: 3 clusters Score -1927676 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -1928237.250000 Penalty: 3252.360107
	Iteration 10Q: 3 clusters Score -1928237 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -1928790.875000 Penalty: 3252.360107
	Iteration 11Q: 3 clusters Score -1928791 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1929222.250000 Penalty: 3252.360107
	Iteration 12Q: 3 clusters Score -1929222 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -1929598.375000 Penalty: 3252.360107
	Iteration 13Q: 3 clusters Score -1929598 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1929933.375000 Penalty: 3252.360107
	Iteration 14Q: 3 clusters Score -1929933 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -1930210.000000 Penalty: 3252.360107
	Iteration 15Q: 3 clusters Score -1930210 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -1930435.750000 Penalty: 3252.360107
	Iteration 16Q: 3 clusters Score -1930436 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1930574.000000 Penalty: 3252.360107
	Iteration 17Q: 3 clusters Score -1930574 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1930708.250000 Penalty: 3252.360107
	Iteration 18Q: 3 clusters Score -1930708 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1930808.375000 Penalty: 3252.360107
	Iteration 19Q: 3 clusters Score -1930808 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1930879.500000 Penalty: 3252.360107
	Iteration 20F: 3 clusters Score -1930880 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -1930929.000000 Penalty: 3252.360107
	Iteration 21Q: 3 clusters Score -1930929 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1930980.250000 Penalty: 3252.360107
	Iteration 22Q: 3 clusters Score -1930980 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1931031.000000 Penalty: 3252.360107
	Iteration 23Q: 3 clusters Score -1931031 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1931085.875000 Penalty: 3252.360107
	Iteration 24Q: 3 clusters Score -1931086 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -1931142.000000 Penalty: 3252.360107
	Iteration 25Q: 3 clusters Score -1931142 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1931186.500000 Penalty: 3252.360107
	Iteration 26Q: 3 clusters Score -1931186 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1931218.750000 Penalty: 3252.360107
	Iteration 27Q: 3 clusters Score -1931219 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1931259.000000 Penalty: 3252.360107
	Iteration 28Q: 3 clusters Score -1931259 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -1931283.750000 Penalty: 3252.360107
	Iteration 29Q: 3 clusters Score -1931284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1931316.125000 Penalty: 3252.360107
	Iteration 30Q: 3 clusters Score -1931316 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -1931340.750000 Penalty: 3252.360107
	Iteration 31Q: 3 clusters Score -1931341 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -1931364.750000 Penalty: 3252.360107
	Iteration 32Q: 3 clusters Score -1931365 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -1931392.250000 Penalty: 3252.360107
	Iteration 33Q: 3 clusters Score -1931392 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1931410.875000 Penalty: 3252.360107
	Iteration 34Q: 3 clusters Score -1931411 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1931437.500000 Penalty: 3252.360107
	Iteration 35Q: 3 clusters Score -1931438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -1931456.375000 Penalty: 3252.360107
	Iteration 36Q: 3 clusters Score -1931456 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1931475.000000 Penalty: 3252.360107
	Iteration 37Q: 3 clusters Score -1931475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -1931486.250000 Penalty: 3252.360107
	Iteration 38Q: 3 clusters Score -1931486 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1931509.250000 Penalty: 3252.360107
	Iteration 39Q: 3 clusters Score -1931509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1931512.250000 Penalty: 3252.360107
	Iteration 40F: 3 clusters Score -1931512 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -1931523.250000 Penalty: 3252.360107
	Iteration 41Q: 3 clusters Score -1931523 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -1931535.250000 Penalty: 3252.360107
	Iteration 42Q: 3 clusters Score -1931535 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1931550.125000 Penalty: 3252.360107
	Iteration 43Q: 3 clusters Score -1931550 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -1931565.250000 Penalty: 3252.360107
	Iteration 44Q: 3 clusters Score -1931565 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1931567.250000 Penalty: 3252.360107
	Iteration 45Q: 3 clusters Score -1931567 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1931584.625000 Penalty: 3252.360107
	Iteration 46Q: 3 clusters Score -1931585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1931592.875000 Penalty: 3252.360107
	Iteration 47Q: 3 clusters Score -1931593 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1931607.500000 Penalty: 3252.360107
	Iteration 48Q: 3 clusters Score -1931608 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -1931616.500000 Penalty: 3252.360107
	Iteration 49Q: 3 clusters Score -1931616 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -1931618.500000 Penalty: 3252.360107
	Iteration 50Q: 3 clusters Score -1931618 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -1931623.000000 Penalty: 3252.360107
	Iteration 51Q: 3 clusters Score -1931623 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -1931632.750000 Penalty: 3252.360107
	Iteration 52Q: 3 clusters Score -1931633 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -1931637.625000 Penalty: 3252.360107
	Iteration 53Q: 3 clusters Score -1931638 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -1931644.000000 Penalty: 3252.360107
	Iteration 54Q: 3 clusters Score -1931644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -1931641.000000 Penalty: 3252.360107
	Iteration 55Q: 3 clusters Score -1931641 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 16195 members 
Entering Unmasked Estep 
Score: -1931648.375000 Penalty: 3252.360107
	Iteration 56Q: 3 clusters Score -1931648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -1931646.875000 Penalty: 3252.360107
	Iteration 57Q: 3 clusters Score -1931647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1931649.250000 Penalty: 3252.360107
	Iteration 58Q: 3 clusters Score -1931649 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1931650.000000 Penalty: 3252.360107
	Iteration 59Q: 3 clusters Score -1931650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1931651.375000 Penalty: 3252.360107
	Iteration 60F: 3 clusters Score -1931651 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -1931652.250000 Penalty: 3252.360107
	Iteration 61Q: 3 clusters Score -1931652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1931652.250000 Penalty: 3252.360107
	Iteration 62Q: 3 clusters Score -1931652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1931655.750000 Penalty: 3252.360107
	Iteration 63Q: 3 clusters Score -1931656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -1931655.875000 Penalty: 3252.360107
	Iteration 64Q: 3 clusters Score -1931656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -1931659.875000 Penalty: 3252.360107
	Iteration 65Q: 3 clusters Score -1931660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1931658.500000 Penalty: 3252.360107
	Iteration 66Q: 3 clusters Score -1931658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -1931658.875000 Penalty: 3252.360107
	Iteration 67Q: 3 clusters Score -1931659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -1931660.375000 Penalty: 3252.360107
	Iteration 68Q: 3 clusters Score -1931660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1931660.000000 Penalty: 3252.360107
	Iteration 69Q: 3 clusters Score -1931660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1931659.875000 Penalty: 3252.360107
	Iteration 70Q: 3 clusters Score -1931660 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -1931662.375000 Penalty: 3252.360107
	Iteration 71Q: 3 clusters Score -1931662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1931661.250000 Penalty: 3252.360107
	Iteration 72Q: 3 clusters Score -1931661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1931662.250000 Penalty: 3252.360107
	Iteration 73Q: 3 clusters Score -1931662 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1931663.125000 Penalty: 3252.360107
	Iteration 74Q: 3 clusters Score -1931663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -1931664.625000 Penalty: 3252.360107
	Iteration 75Q: 3 clusters Score -1931665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1931666.875000 Penalty: 3252.360107
	Iteration 76Q: 3 clusters Score -1931667 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -1931668.000000 Penalty: 3252.360107
	Iteration 77Q: 3 clusters Score -1931668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -1931667.625000 Penalty: 3252.360107
	Iteration 78Q: 3 clusters Score -1931668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -1931672.125000 Penalty: 3252.360107
	Iteration 79Q: 3 clusters Score -1931672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -1931673.750000 Penalty: 3252.360107
	Iteration 80F: 3 clusters Score -1931674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1931675.125000 Penalty: 3252.360107
	Iteration 81Q: 3 clusters Score -1931675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1931675.875000 Penalty: 3252.360107
	Iteration 82Q: 3 clusters Score -1931676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1931671.750000 Penalty: 3252.360107
	Iteration 83Q: 3 clusters Score -1931672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -1931674.500000 Penalty: 3252.360107
	Iteration 84Q: 3 clusters Score -1931674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1931674.875000 Penalty: 3252.360107
	Iteration 85Q: 3 clusters Score -1931675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -1931674.500000 Penalty: 3252.360107
	Iteration 86Q: 3 clusters Score -1931674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -1931674.750000 Penalty: 3252.360107
	Iteration 87Q: 3 clusters Score -1931675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -1931676.625000 Penalty: 3252.360107
	Iteration 88Q: 3 clusters Score -1931677 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -1931674.875000 Penalty: 3252.360107
	Iteration 89Q: 3 clusters Score -1931675 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1931672.625000 Penalty: 3252.360107
	Iteration 90Q: 3 clusters Score -1931673 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1931675.000000 Penalty: 3252.360107
	Iteration 91Q: 3 clusters Score -1931675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -1931672.500000 Penalty: 3252.360107
	Iteration 92Q: 3 clusters Score -1931672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1931677.000000 Penalty: 3252.360107
	Iteration 93Q: 3 clusters Score -1931677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1931677.875000 Penalty: 3252.360107
	Iteration 94Q: 3 clusters Score -1931678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1931677.875000 Penalty: 3252.360107
	Iteration 95F: 3 clusters Score -1931678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Entering Unmasked Estep 
Score: -1150607.750000 Penalty: 1534.763916
	Iteration 0F: 2 clusters Score -1150608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1141698.625000 Penalty: 3069.527832
	Iteration 0F: 3 clusters Score -1141699 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -1144639.500000 Penalty: 3069.527832
	Iteration 1F: 3 clusters Score -1144640 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1144879.250000 Penalty: 3069.527832
	Iteration 2F: 3 clusters Score -1144879 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1145066.125000 Penalty: 3069.527832
	Iteration 3Q: 3 clusters Score -1145066 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1145218.250000 Penalty: 3069.527832
	Iteration 4Q: 3 clusters Score -1145218 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1145366.625000 Penalty: 3069.527832
	Iteration 5Q: 3 clusters Score -1145367 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1145528.750000 Penalty: 3069.527832
	Iteration 6Q: 3 clusters Score -1145529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1145722.625000 Penalty: 3069.527832
	Iteration 7Q: 3 clusters Score -1145723 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1145936.875000 Penalty: 3069.527832
	Iteration 8Q: 3 clusters Score -1145937 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1146200.125000 Penalty: 3069.527832
	Iteration 9Q: 3 clusters Score -1146200 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1146584.375000 Penalty: 3069.527832
	Iteration 10Q: 3 clusters Score -1146584 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1147010.875000 Penalty: 3069.527832
	Iteration 11Q: 3 clusters Score -1147011 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1147472.375000 Penalty: 3069.527832
	Iteration 12Q: 3 clusters Score -1147472 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1147895.875000 Penalty: 3069.527832
	Iteration 13Q: 3 clusters Score -1147896 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1148242.875000 Penalty: 3069.527832
	Iteration 14Q: 3 clusters Score -1148243 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1148492.000000 Penalty: 3069.527832
	Iteration 15Q: 3 clusters Score -1148492 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1148652.000000 Penalty: 3069.527832
	Iteration 16Q: 3 clusters Score -1148652 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1148768.750000 Penalty: 3069.527832
	Iteration 17Q: 3 clusters Score -1148769 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1148852.125000 Penalty: 3069.527832
	Iteration 18Q: 3 clusters Score -1148852 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1148926.500000 Penalty: 3069.527832
	Iteration 19Q: 3 clusters Score -1148926 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1148982.500000 Penalty: 3069.527832
	Iteration 20F: 3 clusters Score -1148982 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1149027.125000 Penalty: 3069.527832
	Iteration 21Q: 3 clusters Score -1149027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -1149065.625000 Penalty: 3069.527832
	Iteration 22Q: 3 clusters Score -1149066 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1149106.750000 Penalty: 3069.527832
	Iteration 23Q: 3 clusters Score -1149107 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -1149148.250000 Penalty: 3069.527832
	Iteration 24Q: 3 clusters Score -1149148 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -1149170.000000 Penalty: 3069.527832
	Iteration 25Q: 3 clusters Score -1149170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -1149198.375000 Penalty: 3069.527832
	Iteration 26Q: 3 clusters Score -1149198 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -1149218.500000 Penalty: 3069.527832
	Iteration 27Q: 3 clusters Score -1149218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1149238.000000 Penalty: 3069.527832
	Iteration 28Q: 3 clusters Score -1149238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -1149250.375000 Penalty: 3069.527832
	Iteration 29Q: 3 clusters Score -1149250 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -1149267.625000 Penalty: 3069.527832
	Iteration 30Q: 3 clusters Score -1149268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1149302.250000 Penalty: 3069.527832
	Iteration 31Q: 3 clusters Score -1149302 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1149323.500000 Penalty: 3069.527832
	Iteration 32Q: 3 clusters Score -1149324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1149333.375000 Penalty: 3069.527832
	Iteration 33Q: 3 clusters Score -1149333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -1149339.500000 Penalty: 3069.527832
	Iteration 34Q: 3 clusters Score -1149340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -1149342.875000 Penalty: 3069.527832
	Iteration 35Q: 3 clusters Score -1149343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1149346.875000 Penalty: 3069.527832
	Iteration 36Q: 3 clusters Score -1149347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1149346.000000 Penalty: 3069.527832
	Iteration 37Q: 3 clusters Score -1149346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1149346.000000 Penalty: 3069.527832
	Iteration 38F: 3 clusters Score -1149346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Entering Unmasked Estep 
Score: -977752.875000 Penalty: 1518.157593
	Iteration 0F: 2 clusters Score -977752.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -969659.000000 Penalty: 3036.315186
	Iteration 0F: 3 clusters Score -969659 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -972418.375000 Penalty: 3036.315186
	Iteration 1F: 3 clusters Score -972418.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -972903.500000 Penalty: 3036.315186
	Iteration 2F: 3 clusters Score -972903.5 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -973518.625000 Penalty: 3036.315186
	Iteration 3F: 3 clusters Score -973518.6 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -974230.000000 Penalty: 3036.315186
	Iteration 4F: 3 clusters Score -974230 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -974897.812500 Penalty: 3036.315186
	Iteration 5F: 3 clusters Score -974897.8 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -975436.187500 Penalty: 3036.315186
	Iteration 6F: 3 clusters Score -975436.2 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -975809.187500 Penalty: 3036.315186
	Iteration 7F: 3 clusters Score -975809.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -976086.750000 Penalty: 3036.315186
	Iteration 8Q: 3 clusters Score -976086.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -976295.250000 Penalty: 3036.315186
	Iteration 9Q: 3 clusters Score -976295.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -976430.875000 Penalty: 3036.315186
	Iteration 10Q: 3 clusters Score -976430.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -976515.562500 Penalty: 3036.315186
	Iteration 11Q: 3 clusters Score -976515.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -976584.125000 Penalty: 3036.315186
	Iteration 12Q: 3 clusters Score -976584.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -976634.000000 Penalty: 3036.315186
	Iteration 13Q: 3 clusters Score -976634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -976674.125000 Penalty: 3036.315186
	Iteration 14Q: 3 clusters Score -976674.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -976706.562500 Penalty: 3036.315186
	Iteration 15Q: 3 clusters Score -976706.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -976733.437500 Penalty: 3036.315186
	Iteration 16Q: 3 clusters Score -976733.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -976743.625000 Penalty: 3036.315186
	Iteration 17Q: 3 clusters Score -976743.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -976758.250000 Penalty: 3036.315186
	Iteration 18Q: 3 clusters Score -976758.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -976777.312500 Penalty: 3036.315186
	Iteration 19Q: 3 clusters Score -976777.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -976789.187500 Penalty: 3036.315186
	Iteration 20F: 3 clusters Score -976789.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -976800.000000 Penalty: 3036.315186
	Iteration 21Q: 3 clusters Score -976800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -976809.812500 Penalty: 3036.315186
	Iteration 22Q: 3 clusters Score -976809.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -976817.625000 Penalty: 3036.315186
	Iteration 23Q: 3 clusters Score -976817.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -976817.062500 Penalty: 3036.315186
	Iteration 24Q: 3 clusters Score -976817.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -976820.375000 Penalty: 3036.315186
	Iteration 25Q: 3 clusters Score -976820.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -976825.437500 Penalty: 3036.315186
	Iteration 26Q: 3 clusters Score -976825.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -976827.312500 Penalty: 3036.315186
	Iteration 27Q: 3 clusters Score -976827.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -976829.562500 Penalty: 3036.315186
	Iteration 28Q: 3 clusters Score -976829.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -976831.687500 Penalty: 3036.315186
	Iteration 29Q: 3 clusters Score -976831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -976834.562500 Penalty: 3036.315186
	Iteration 30Q: 3 clusters Score -976834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -976837.500000 Penalty: 3036.315186
	Iteration 31Q: 3 clusters Score -976837.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -976838.687500 Penalty: 3036.315186
	Iteration 32Q: 3 clusters Score -976838.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -976842.437500 Penalty: 3036.315186
	Iteration 33Q: 3 clusters Score -976842.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -976842.062500 Penalty: 3036.315186
	Iteration 34Q: 3 clusters Score -976842.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -976841.375000 Penalty: 3036.315186
	Iteration 35Q: 3 clusters Score -976841.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -976845.125000 Penalty: 3036.315186
	Iteration 36Q: 3 clusters Score -976845.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -976845.937500 Penalty: 3036.315186
	Iteration 37Q: 3 clusters Score -976845.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -976849.062500 Penalty: 3036.315186
	Iteration 38Q: 3 clusters Score -976849.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -976853.875000 Penalty: 3036.315186
	Iteration 39Q: 3 clusters Score -976853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -976854.437500 Penalty: 3036.315186
	Iteration 40F: 3 clusters Score -976854.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -976856.187500 Penalty: 3036.315186
	Iteration 41Q: 3 clusters Score -976856.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -976856.062500 Penalty: 3036.315186
	Iteration 42Q: 3 clusters Score -976856.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -976861.250000 Penalty: 3036.315186
	Iteration 43Q: 3 clusters Score -976861.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -976862.937500 Penalty: 3036.315186
	Iteration 44Q: 3 clusters Score -976862.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -976864.500000 Penalty: 3036.315186
	Iteration 45Q: 3 clusters Score -976864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -976865.562500 Penalty: 3036.315186
	Iteration 46Q: 3 clusters Score -976865.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -976866.500000 Penalty: 3036.315186
	Iteration 47Q: 3 clusters Score -976866.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -976867.562500 Penalty: 3036.315186
	Iteration 48Q: 3 clusters Score -976867.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -976867.500000 Penalty: 3036.315186
	Iteration 49Q: 3 clusters Score -976867.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -976868.937500 Penalty: 3036.315186
	Iteration 50Q: 3 clusters Score -976868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -976872.875000 Penalty: 3036.315186
	Iteration 51Q: 3 clusters Score -976872.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -976873.187500 Penalty: 3036.315186
	Iteration 52Q: 3 clusters Score -976873.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -976874.187500 Penalty: 3036.315186
	Iteration 53Q: 3 clusters Score -976874.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -976874.687500 Penalty: 3036.315186
	Iteration 54Q: 3 clusters Score -976874.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -976874.687500 Penalty: 3036.315186
	Iteration 55F: 3 clusters Score -976874.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Entering Unmasked Estep 
Score: -420093.218750 Penalty: 1382.147949
	Iteration 0F: 2 clusters Score -420093.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -416141.562500 Penalty: 2764.295898
	Iteration 0F: 3 clusters Score -416141.6 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -417431.187500 Penalty: 2764.295898
	Iteration 1F: 3 clusters Score -417431.2 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -417957.375000 Penalty: 2764.295898
	Iteration 2F: 3 clusters Score -417957.4 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -418406.875000 Penalty: 2764.295898
	Iteration 3F: 3 clusters Score -418406.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -418811.625000 Penalty: 2764.295898
	Iteration 4F: 3 clusters Score -418811.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -419143.937500 Penalty: 2764.295898
	Iteration 5F: 3 clusters Score -419143.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -419388.281250 Penalty: 2764.295898
	Iteration 6F: 3 clusters Score -419388.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -419537.593750 Penalty: 2764.295898
	Iteration 7Q: 3 clusters Score -419537.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -419644.875000 Penalty: 2764.295898
	Iteration 8Q: 3 clusters Score -419644.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -419730.531250 Penalty: 2764.295898
	Iteration 9Q: 3 clusters Score -419730.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -419806.906250 Penalty: 2764.295898
	Iteration 10Q: 3 clusters Score -419806.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -419871.656250 Penalty: 2764.295898
	Iteration 11Q: 3 clusters Score -419871.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -419908.093750 Penalty: 2764.295898
	Iteration 12Q: 3 clusters Score -419908.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -419935.843750 Penalty: 2764.295898
	Iteration 13Q: 3 clusters Score -419935.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -419960.500000 Penalty: 2764.295898
	Iteration 14Q: 3 clusters Score -419960.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -419986.781250 Penalty: 2764.295898
	Iteration 15Q: 3 clusters Score -419986.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -420010.750000 Penalty: 2764.295898
	Iteration 16Q: 3 clusters Score -420010.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -420028.625000 Penalty: 2764.295898
	Iteration 17Q: 3 clusters Score -420028.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -420057.656250 Penalty: 2764.295898
	Iteration 18Q: 3 clusters Score -420057.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -420078.937500 Penalty: 2764.295898
	Iteration 19Q: 3 clusters Score -420078.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -420100.031250 Penalty: 2764.295898
	Iteration 20F: 3 clusters Score -420100 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -420120.937500 Penalty: 2764.295898
	Iteration 21Q: 3 clusters Score -420120.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -420136.593750 Penalty: 2764.295898
	Iteration 22Q: 3 clusters Score -420136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -420145.093750 Penalty: 2764.295898
	Iteration 23Q: 3 clusters Score -420145.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -420152.343750 Penalty: 2764.295898
	Iteration 24Q: 3 clusters Score -420152.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -420154.656250 Penalty: 2764.295898
	Iteration 25Q: 3 clusters Score -420154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -420156.750000 Penalty: 2764.295898
	Iteration 26Q: 3 clusters Score -420156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -420157.343750 Penalty: 2764.295898
	Iteration 27Q: 3 clusters Score -420157.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -420159.406250 Penalty: 2764.295898
	Iteration 28Q: 3 clusters Score -420159.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -420160.312500 Penalty: 2764.295898
	Iteration 29Q: 3 clusters Score -420160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -420160.843750 Penalty: 2764.295898
	Iteration 30Q: 3 clusters Score -420160.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -420162.781250 Penalty: 2764.295898
	Iteration 31Q: 3 clusters Score -420162.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -420162.625000 Penalty: 2764.295898
	Iteration 32Q: 3 clusters Score -420162.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -420163.000000 Penalty: 2764.295898
	Iteration 33Q: 3 clusters Score -420163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -420163.343750 Penalty: 2764.295898
	Iteration 34Q: 3 clusters Score -420163.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -420163.468750 Penalty: 2764.295898
	Iteration 35Q: 3 clusters Score -420163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -420163.468750 Penalty: 2764.295898
	Iteration 36F: 3 clusters Score -420163.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Mstep: Class 40 contains 2322 members 
Entering Unmasked Estep 
Score: -40890300.000000 Penalty: 85108.453125
Splitting cluster 17 changes total score from -40891044.000000 to -40890300.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -182048.500000 Penalty: 1251.738770
	Iteration 0F: 2 clusters Score -182048.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -179855.593750 Penalty: 2503.477539
	Iteration 0F: 3 clusters Score -179855.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -180422.500000 Penalty: 2503.477539
	Iteration 1F: 3 clusters Score -180422.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -180641.406250 Penalty: 2503.477539
	Iteration 2F: 3 clusters Score -180641.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -180848.984375 Penalty: 2503.477539
	Iteration 3F: 3 clusters Score -180849 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -181102.359375 Penalty: 2503.477539
	Iteration 4F: 3 clusters Score -181102.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -181343.218750 Penalty: 2503.477539
	Iteration 5F: 3 clusters Score -181343.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -181566.203125 Penalty: 2503.477539
	Iteration 6F: 3 clusters Score -181566.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -181811.625000 Penalty: 2503.477539
	Iteration 7F: 3 clusters Score -181811.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -182100.000000 Penalty: 2503.477539
	Iteration 8F: 3 clusters Score -182100 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -182317.968750 Penalty: 2503.477539
	Iteration 9Q: 3 clusters Score -182318 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -182392.546875 Penalty: 2503.477539
	Iteration 10Q: 3 clusters Score -182392.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -182418.234375 Penalty: 2503.477539
	Iteration 11Q: 3 clusters Score -182418.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -182424.781250 Penalty: 2503.477539
	Iteration 12Q: 3 clusters Score -182424.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -182426.656250 Penalty: 2503.477539
	Iteration 13Q: 3 clusters Score -182426.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -182427.281250 Penalty: 2503.477539
	Iteration 14Q: 3 clusters Score -182427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -182427.281250 Penalty: 2503.477539
	Iteration 15F: 3 clusters Score -182427.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 1162 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Mstep: Class 40 contains 1053 members 
Entering Unmasked Estep 
Score: -40890552.000000 Penalty: 85108.453125
Splitting cluster 18 changes total score from -40891044.000000 to -40890552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Entering Unmasked Estep 
Score: -3317567.250000 Penalty: 1712.407471
	Iteration 0F: 2 clusters Score -3317567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -3292372.750000 Penalty: 3424.814941
	Iteration 0F: 3 clusters Score -3292373 nChanged 17399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -3302076.250000 Penalty: 3424.814941
	Iteration 1F: 3 clusters Score -3302076 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -3302618.250000 Penalty: 3424.814941
	Iteration 2Q: 3 clusters Score -3302618 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -3303323.000000 Penalty: 3424.814941
	Iteration 3Q: 3 clusters Score -3303323 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -3304231.250000 Penalty: 3424.814941
	Iteration 4F: 3 clusters Score -3304231 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -3305492.750000 Penalty: 3424.814941
	Iteration 5F: 3 clusters Score -3305493 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3307041.000000 Penalty: 3424.814941
	Iteration 6F: 3 clusters Score -3307041 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3308668.250000 Penalty: 3424.814941
	Iteration 7F: 3 clusters Score -3308668 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -3310198.000000 Penalty: 3424.814941
	Iteration 8F: 3 clusters Score -3310198 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -3311602.250000 Penalty: 3424.814941
	Iteration 9F: 3 clusters Score -3311602 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -3312833.750000 Penalty: 3424.814941
	Iteration 10Q: 3 clusters Score -3312834 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 33669 members 
Entering Unmasked Estep 
Score: -3313826.000000 Penalty: 3424.814941
	Iteration 11Q: 3 clusters Score -3313826 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 34711 members 
Entering Unmasked Estep 
Score: -3314543.000000 Penalty: 3424.814941
	Iteration 12Q: 3 clusters Score -3314543 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 35473 members 
Entering Unmasked Estep 
Score: -3315018.250000 Penalty: 3424.814941
	Iteration 13Q: 3 clusters Score -3315018 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 36026 members 
Entering Unmasked Estep 
Score: -3315369.750000 Penalty: 3424.814941
	Iteration 14Q: 3 clusters Score -3315370 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 36398 members 
Entering Unmasked Estep 
Score: -3315615.500000 Penalty: 3424.814941
	Iteration 15Q: 3 clusters Score -3315616 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36668 members 
Entering Unmasked Estep 
Score: -3315803.750000 Penalty: 3424.814941
	Iteration 16Q: 3 clusters Score -3315804 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 36830 members 
Entering Unmasked Estep 
Score: -3315919.500000 Penalty: 3424.814941
	Iteration 17Q: 3 clusters Score -3315920 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36928 members 
Entering Unmasked Estep 
Score: -3315980.500000 Penalty: 3424.814941
	Iteration 18Q: 3 clusters Score -3315980 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36989 members 
Entering Unmasked Estep 
Score: -3316022.250000 Penalty: 3424.814941
	Iteration 19Q: 3 clusters Score -3316022 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -3316056.500000 Penalty: 3424.814941
	Iteration 20F: 3 clusters Score -3316056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -3316081.250000 Penalty: 3424.814941
	Iteration 21Q: 3 clusters Score -3316081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -3316095.500000 Penalty: 3424.814941
	Iteration 22Q: 3 clusters Score -3316096 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -3316119.250000 Penalty: 3424.814941
	Iteration 23Q: 3 clusters Score -3316119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -3316134.250000 Penalty: 3424.814941
	Iteration 24Q: 3 clusters Score -3316134 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -3316155.000000 Penalty: 3424.814941
	Iteration 25Q: 3 clusters Score -3316155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -3316167.500000 Penalty: 3424.814941
	Iteration 26Q: 3 clusters Score -3316168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -3316177.000000 Penalty: 3424.814941
	Iteration 27Q: 3 clusters Score -3316177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -3316182.000000 Penalty: 3424.814941
	Iteration 28Q: 3 clusters Score -3316182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37181 members 
Entering Unmasked Estep 
Score: -3316187.000000 Penalty: 3424.814941
	Iteration 29Q: 3 clusters Score -3316187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -3316189.250000 Penalty: 3424.814941
	Iteration 30Q: 3 clusters Score -3316189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -3316191.250000 Penalty: 3424.814941
	Iteration 31Q: 3 clusters Score -3316191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3316195.500000 Penalty: 3424.814941
	Iteration 32Q: 3 clusters Score -3316196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -3316202.250000 Penalty: 3424.814941
	Iteration 33Q: 3 clusters Score -3316202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -3316210.250000 Penalty: 3424.814941
	Iteration 34Q: 3 clusters Score -3316210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3316218.250000 Penalty: 3424.814941
	Iteration 35Q: 3 clusters Score -3316218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -3316221.000000 Penalty: 3424.814941
	Iteration 36Q: 3 clusters Score -3316221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -3316232.500000 Penalty: 3424.814941
	Iteration 37Q: 3 clusters Score -3316232 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3316238.750000 Penalty: 3424.814941
	Iteration 38Q: 3 clusters Score -3316239 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -3316236.250000 Penalty: 3424.814941
	Iteration 39Q: 3 clusters Score -3316236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -3316235.000000 Penalty: 3424.814941
	Iteration 40F: 3 clusters Score -3316235 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3316238.000000 Penalty: 3424.814941
	Iteration 41Q: 3 clusters Score -3316238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3316238.250000 Penalty: 3424.814941
	Iteration 42Q: 3 clusters Score -3316238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3316242.000000 Penalty: 3424.814941
	Iteration 43Q: 3 clusters Score -3316242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -3316242.750000 Penalty: 3424.814941
	Iteration 44Q: 3 clusters Score -3316243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -3316245.750000 Penalty: 3424.814941
	Iteration 45Q: 3 clusters Score -3316246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3316247.750000 Penalty: 3424.814941
	Iteration 46Q: 3 clusters Score -3316248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -3316243.500000 Penalty: 3424.814941
	Iteration 47Q: 3 clusters Score -3316244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3316247.000000 Penalty: 3424.814941
	Iteration 48Q: 3 clusters Score -3316247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -3316248.250000 Penalty: 3424.814941
	Iteration 49Q: 3 clusters Score -3316248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -3316248.250000 Penalty: 3424.814941
	Iteration 50F: 3 clusters Score -3316248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Entering Unmasked Estep 
Score: -2243775.000000 Penalty: 1647.310303
	Iteration 0F: 2 clusters Score -2243775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -2226854.750000 Penalty: 3294.620605
	Iteration 0F: 3 clusters Score -2226855 nChanged 11473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2233235.250000 Penalty: 3294.620605
	Iteration 1F: 3 clusters Score -2233235 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -2233672.000000 Penalty: 3294.620605
	Iteration 2Q: 3 clusters Score -2233672 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -2234146.500000 Penalty: 3294.620605
	Iteration 3Q: 3 clusters Score -2234146 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2234654.000000 Penalty: 3294.620605
	Iteration 4Q: 3 clusters Score -2234654 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2235317.250000 Penalty: 3294.620605
	Iteration 5F: 3 clusters Score -2235317 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -2236000.250000 Penalty: 3294.620605
	Iteration 6F: 3 clusters Score -2236000 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2236666.000000 Penalty: 3294.620605
	Iteration 7F: 3 clusters Score -2236666 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2237287.750000 Penalty: 3294.620605
	Iteration 8Q: 3 clusters Score -2237288 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -2237890.250000 Penalty: 3294.620605
	Iteration 9Q: 3 clusters Score -2237890 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -2238510.250000 Penalty: 3294.620605
	Iteration 10Q: 3 clusters Score -2238510 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2239085.750000 Penalty: 3294.620605
	Iteration 11Q: 3 clusters Score -2239086 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -2239650.500000 Penalty: 3294.620605
	Iteration 12Q: 3 clusters Score -2239650 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2240116.000000 Penalty: 3294.620605
	Iteration 13Q: 3 clusters Score -2240116 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2240434.000000 Penalty: 3294.620605
	Iteration 14Q: 3 clusters Score -2240434 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2240641.000000 Penalty: 3294.620605
	Iteration 15Q: 3 clusters Score -2240641 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2240789.000000 Penalty: 3294.620605
	Iteration 16Q: 3 clusters Score -2240789 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -2240911.500000 Penalty: 3294.620605
	Iteration 17Q: 3 clusters Score -2240912 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2241026.500000 Penalty: 3294.620605
	Iteration 18Q: 3 clusters Score -2241026 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -2241121.000000 Penalty: 3294.620605
	Iteration 19Q: 3 clusters Score -2241121 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2241205.250000 Penalty: 3294.620605
	Iteration 20F: 3 clusters Score -2241205 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -2241292.750000 Penalty: 3294.620605
	Iteration 21Q: 3 clusters Score -2241293 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21795 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2241376.750000 Penalty: 3294.620605
	Iteration 22Q: 3 clusters Score -2241377 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2241450.750000 Penalty: 3294.620605
	Iteration 23Q: 3 clusters Score -2241451 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2241537.500000 Penalty: 3294.620605
	Iteration 24Q: 3 clusters Score -2241538 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2241625.750000 Penalty: 3294.620605
	Iteration 25Q: 3 clusters Score -2241626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2241714.500000 Penalty: 3294.620605
	Iteration 26Q: 3 clusters Score -2241714 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2241780.750000 Penalty: 3294.620605
	Iteration 27Q: 3 clusters Score -2241781 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2241854.500000 Penalty: 3294.620605
	Iteration 28Q: 3 clusters Score -2241854 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2241917.000000 Penalty: 3294.620605
	Iteration 29Q: 3 clusters Score -2241917 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2241988.000000 Penalty: 3294.620605
	Iteration 30Q: 3 clusters Score -2241988 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2242056.000000 Penalty: 3294.620605
	Iteration 31Q: 3 clusters Score -2242056 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2242089.000000 Penalty: 3294.620605
	Iteration 32Q: 3 clusters Score -2242089 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2242152.750000 Penalty: 3294.620605
	Iteration 33Q: 3 clusters Score -2242153 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2242200.000000 Penalty: 3294.620605
	Iteration 34Q: 3 clusters Score -2242200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -2242250.250000 Penalty: 3294.620605
	Iteration 35Q: 3 clusters Score -2242250 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2242287.500000 Penalty: 3294.620605
	Iteration 36Q: 3 clusters Score -2242288 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2242318.000000 Penalty: 3294.620605
	Iteration 37Q: 3 clusters Score -2242318 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2242345.000000 Penalty: 3294.620605
	Iteration 38Q: 3 clusters Score -2242345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2242371.250000 Penalty: 3294.620605
	Iteration 39Q: 3 clusters Score -2242371 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2242395.250000 Penalty: 3294.620605
	Iteration 40F: 3 clusters Score -2242395 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2242415.750000 Penalty: 3294.620605
	Iteration 41Q: 3 clusters Score -2242416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2242436.500000 Penalty: 3294.620605
	Iteration 42Q: 3 clusters Score -2242436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24489 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2242452.000000 Penalty: 3294.620605
	Iteration 43Q: 3 clusters Score -2242452 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24512 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2242458.500000 Penalty: 3294.620605
	Iteration 44Q: 3 clusters Score -2242458 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2242469.500000 Penalty: 3294.620605
	Iteration 45Q: 3 clusters Score -2242470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24545 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2242471.750000 Penalty: 3294.620605
	Iteration 46Q: 3 clusters Score -2242472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24556 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -2242479.500000 Penalty: 3294.620605
	Iteration 47Q: 3 clusters Score -2242480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2242479.250000 Penalty: 3294.620605
	Iteration 48Q: 3 clusters Score -2242479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2242488.500000 Penalty: 3294.620605
	Iteration 49Q: 3 clusters Score -2242488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2242490.000000 Penalty: 3294.620605
	Iteration 50Q: 3 clusters Score -2242490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2242492.500000 Penalty: 3294.620605
	Iteration 51Q: 3 clusters Score -2242492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2242497.500000 Penalty: 3294.620605
	Iteration 52Q: 3 clusters Score -2242498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2242500.250000 Penalty: 3294.620605
	Iteration 53Q: 3 clusters Score -2242500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2242504.000000 Penalty: 3294.620605
	Iteration 54Q: 3 clusters Score -2242504 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2242505.000000 Penalty: 3294.620605
	Iteration 55Q: 3 clusters Score -2242505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -2242508.500000 Penalty: 3294.620605
	Iteration 56Q: 3 clusters Score -2242508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2242510.000000 Penalty: 3294.620605
	Iteration 57Q: 3 clusters Score -2242510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2242513.750000 Penalty: 3294.620605
	Iteration 58Q: 3 clusters Score -2242514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2242514.750000 Penalty: 3294.620605
	Iteration 59Q: 3 clusters Score -2242515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24624 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2242511.500000 Penalty: 3294.620605
	Iteration 60F: 3 clusters Score -2242512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2242511.000000 Penalty: 3294.620605
	Iteration 61Q: 3 clusters Score -2242511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2242511.000000 Penalty: 3294.620605
	Iteration 62F: 3 clusters Score -2242511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -737431.625000 Penalty: 1470.270874
	Iteration 0F: 2 clusters Score -737431.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -731208.000000 Penalty: 2940.541748
	Iteration 0F: 3 clusters Score -731208 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -733178.625000 Penalty: 2940.541748
	Iteration 1F: 3 clusters Score -733178.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -733489.562500 Penalty: 2940.541748
	Iteration 2F: 3 clusters Score -733489.6 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -733740.250000 Penalty: 2940.541748
	Iteration 3F: 3 clusters Score -733740.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -733979.937500 Penalty: 2940.541748
	Iteration 4F: 3 clusters Score -733979.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -734270.812500 Penalty: 2940.541748
	Iteration 5Q: 3 clusters Score -734270.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -734609.062500 Penalty: 2940.541748
	Iteration 6Q: 3 clusters Score -734609.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -734944.875000 Penalty: 2940.541748
	Iteration 7F: 3 clusters Score -734944.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -735228.062500 Penalty: 2940.541748
	Iteration 8Q: 3 clusters Score -735228.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -735452.750000 Penalty: 2940.541748
	Iteration 9Q: 3 clusters Score -735452.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -735632.375000 Penalty: 2940.541748
	Iteration 10Q: 3 clusters Score -735632.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -735753.375000 Penalty: 2940.541748
	Iteration 11Q: 3 clusters Score -735753.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -735859.812500 Penalty: 2940.541748
	Iteration 12Q: 3 clusters Score -735859.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -735946.062500 Penalty: 2940.541748
	Iteration 13Q: 3 clusters Score -735946.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -736021.187500 Penalty: 2940.541748
	Iteration 14Q: 3 clusters Score -736021.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -736105.000000 Penalty: 2940.541748
	Iteration 15Q: 3 clusters Score -736105 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -736186.437500 Penalty: 2940.541748
	Iteration 16Q: 3 clusters Score -736186.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -736262.750000 Penalty: 2940.541748
	Iteration 17Q: 3 clusters Score -736262.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -736316.625000 Penalty: 2940.541748
	Iteration 18Q: 3 clusters Score -736316.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -736344.187500 Penalty: 2940.541748
	Iteration 19Q: 3 clusters Score -736344.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -736358.937500 Penalty: 2940.541748
	Iteration 20F: 3 clusters Score -736358.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -736368.437500 Penalty: 2940.541748
	Iteration 21Q: 3 clusters Score -736368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -736379.437500 Penalty: 2940.541748
	Iteration 22Q: 3 clusters Score -736379.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -736389.375000 Penalty: 2940.541748
	Iteration 23Q: 3 clusters Score -736389.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -736398.000000 Penalty: 2940.541748
	Iteration 24Q: 3 clusters Score -736398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -736402.812500 Penalty: 2940.541748
	Iteration 25Q: 3 clusters Score -736402.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -736407.312500 Penalty: 2940.541748
	Iteration 26Q: 3 clusters Score -736407.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -736407.625000 Penalty: 2940.541748
	Iteration 27Q: 3 clusters Score -736407.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -736411.062500 Penalty: 2940.541748
	Iteration 28Q: 3 clusters Score -736411.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -736412.812500 Penalty: 2940.541748
	Iteration 29Q: 3 clusters Score -736412.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -736415.375000 Penalty: 2940.541748
	Iteration 30Q: 3 clusters Score -736415.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -736416.500000 Penalty: 2940.541748
	Iteration 31Q: 3 clusters Score -736416.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -736419.000000 Penalty: 2940.541748
	Iteration 32Q: 3 clusters Score -736419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -736420.937500 Penalty: 2940.541748
	Iteration 33Q: 3 clusters Score -736420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -736422.812500 Penalty: 2940.541748
	Iteration 34Q: 3 clusters Score -736422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -736423.187500 Penalty: 2940.541748
	Iteration 35Q: 3 clusters Score -736423.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -736423.500000 Penalty: 2940.541748
	Iteration 36Q: 3 clusters Score -736423.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -736424.000000 Penalty: 2940.541748
	Iteration 37Q: 3 clusters Score -736424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -736424.937500 Penalty: 2940.541748
	Iteration 38Q: 3 clusters Score -736424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -736426.625000 Penalty: 2940.541748
	Iteration 39Q: 3 clusters Score -736426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -736425.812500 Penalty: 2940.541748
	Iteration 40F: 3 clusters Score -736425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -736426.625000 Penalty: 2940.541748
	Iteration 41Q: 3 clusters Score -736426.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -736425.625000 Penalty: 2940.541748
	Iteration 42Q: 3 clusters Score -736425.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -736427.250000 Penalty: 2940.541748
	Iteration 43Q: 3 clusters Score -736427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -736427.250000 Penalty: 2940.541748
	Iteration 44Q: 3 clusters Score -736427.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -736429.812500 Penalty: 2940.541748
	Iteration 45Q: 3 clusters Score -736429.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -736430.437500 Penalty: 2940.541748
	Iteration 46Q: 3 clusters Score -736430.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -736432.250000 Penalty: 2940.541748
	Iteration 47Q: 3 clusters Score -736432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -736434.812500 Penalty: 2940.541748
	Iteration 48Q: 3 clusters Score -736434.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -736438.187500 Penalty: 2940.541748
	Iteration 49Q: 3 clusters Score -736438.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -736436.375000 Penalty: 2940.541748
	Iteration 50Q: 3 clusters Score -736436.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -736436.437500 Penalty: 2940.541748
	Iteration 51Q: 3 clusters Score -736436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -736438.375000 Penalty: 2940.541748
	Iteration 52Q: 3 clusters Score -736438.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -736440.000000 Penalty: 2940.541748
	Iteration 53Q: 3 clusters Score -736440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -736441.000000 Penalty: 2940.541748
	Iteration 54Q: 3 clusters Score -736441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -736441.437500 Penalty: 2940.541748
	Iteration 55Q: 3 clusters Score -736441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -736441.312500 Penalty: 2940.541748
	Iteration 56Q: 3 clusters Score -736441.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -736441.687500 Penalty: 2940.541748
	Iteration 57Q: 3 clusters Score -736441.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -736442.187500 Penalty: 2940.541748
	Iteration 58Q: 3 clusters Score -736442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -736442.875000 Penalty: 2940.541748
	Iteration 59Q: 3 clusters Score -736442.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -736443.312500 Penalty: 2940.541748
	Iteration 60F: 3 clusters Score -736443.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -736443.500000 Penalty: 2940.541748
	Iteration 61Q: 3 clusters Score -736443.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -736442.625000 Penalty: 2940.541748
	Iteration 62Q: 3 clusters Score -736442.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -736442.625000 Penalty: 2940.541748
	Iteration 63F: 3 clusters Score -736442.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Entering Unmasked Estep 
Score: -703158.187500 Penalty: 1480.118042
	Iteration 0F: 2 clusters Score -703158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -696631.437500 Penalty: 2960.236084
	Iteration 0F: 3 clusters Score -696631.4 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -698924.187500 Penalty: 2960.236084
	Iteration 1F: 3 clusters Score -698924.2 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -699300.875000 Penalty: 2960.236084
	Iteration 2F: 3 clusters Score -699300.9 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -699629.750000 Penalty: 2960.236084
	Iteration 3F: 3 clusters Score -699629.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -699934.250000 Penalty: 2960.236084
	Iteration 4F: 3 clusters Score -699934.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -700247.562500 Penalty: 2960.236084
	Iteration 5F: 3 clusters Score -700247.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -700508.937500 Penalty: 2960.236084
	Iteration 6Q: 3 clusters Score -700508.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -700758.125000 Penalty: 2960.236084
	Iteration 7Q: 3 clusters Score -700758.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -700966.937500 Penalty: 2960.236084
	Iteration 8Q: 3 clusters Score -700966.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -701171.812500 Penalty: 2960.236084
	Iteration 9Q: 3 clusters Score -701171.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -701374.437500 Penalty: 2960.236084
	Iteration 10Q: 3 clusters Score -701374.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -701549.750000 Penalty: 2960.236084
	Iteration 11Q: 3 clusters Score -701549.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -701686.312500 Penalty: 2960.236084
	Iteration 12Q: 3 clusters Score -701686.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -701781.250000 Penalty: 2960.236084
	Iteration 13Q: 3 clusters Score -701781.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -701837.125000 Penalty: 2960.236084
	Iteration 14Q: 3 clusters Score -701837.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -701896.062500 Penalty: 2960.236084
	Iteration 15Q: 3 clusters Score -701896.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -701981.000000 Penalty: 2960.236084
	Iteration 16Q: 3 clusters Score -701981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -702047.562500 Penalty: 2960.236084
	Iteration 17Q: 3 clusters Score -702047.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -702122.937500 Penalty: 2960.236084
	Iteration 18Q: 3 clusters Score -702122.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -702205.375000 Penalty: 2960.236084
	Iteration 19Q: 3 clusters Score -702205.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -702299.500000 Penalty: 2960.236084
	Iteration 20F: 3 clusters Score -702299.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -702394.187500 Penalty: 2960.236084
	Iteration 21Q: 3 clusters Score -702394.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -702517.312500 Penalty: 2960.236084
	Iteration 22Q: 3 clusters Score -702517.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -702642.562500 Penalty: 2960.236084
	Iteration 23Q: 3 clusters Score -702642.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -702725.062500 Penalty: 2960.236084
	Iteration 24Q: 3 clusters Score -702725.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -702796.187500 Penalty: 2960.236084
	Iteration 25Q: 3 clusters Score -702796.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -702848.437500 Penalty: 2960.236084
	Iteration 26Q: 3 clusters Score -702848.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -702878.125000 Penalty: 2960.236084
	Iteration 27Q: 3 clusters Score -702878.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -702897.375000 Penalty: 2960.236084
	Iteration 28Q: 3 clusters Score -702897.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -702910.875000 Penalty: 2960.236084
	Iteration 29Q: 3 clusters Score -702910.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -702922.687500 Penalty: 2960.236084
	Iteration 30Q: 3 clusters Score -702922.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -702929.250000 Penalty: 2960.236084
	Iteration 31Q: 3 clusters Score -702929.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -702939.937500 Penalty: 2960.236084
	Iteration 32Q: 3 clusters Score -702939.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -702951.875000 Penalty: 2960.236084
	Iteration 33Q: 3 clusters Score -702951.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -702959.875000 Penalty: 2960.236084
	Iteration 34Q: 3 clusters Score -702959.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -702964.125000 Penalty: 2960.236084
	Iteration 35Q: 3 clusters Score -702964.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -702970.562500 Penalty: 2960.236084
	Iteration 36Q: 3 clusters Score -702970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -702969.750000 Penalty: 2960.236084
	Iteration 37Q: 3 clusters Score -702969.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -702971.187500 Penalty: 2960.236084
	Iteration 38Q: 3 clusters Score -702971.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -702975.875000 Penalty: 2960.236084
	Iteration 39Q: 3 clusters Score -702975.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -702992.625000 Penalty: 2960.236084
	Iteration 40F: 3 clusters Score -702992.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -702997.437500 Penalty: 2960.236084
	Iteration 41Q: 3 clusters Score -702997.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -703000.937500 Penalty: 2960.236084
	Iteration 42Q: 3 clusters Score -703000.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -703002.375000 Penalty: 2960.236084
	Iteration 43Q: 3 clusters Score -703002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -703004.437500 Penalty: 2960.236084
	Iteration 44Q: 3 clusters Score -703004.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -703004.125000 Penalty: 2960.236084
	Iteration 45Q: 3 clusters Score -703004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -703005.375000 Penalty: 2960.236084
	Iteration 46Q: 3 clusters Score -703005.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -703007.375000 Penalty: 2960.236084
	Iteration 47Q: 3 clusters Score -703007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -703006.875000 Penalty: 2960.236084
	Iteration 48Q: 3 clusters Score -703006.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -703008.125000 Penalty: 2960.236084
	Iteration 49Q: 3 clusters Score -703008.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -703007.375000 Penalty: 2960.236084
	Iteration 50Q: 3 clusters Score -703007.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -703007.625000 Penalty: 2960.236084
	Iteration 51Q: 3 clusters Score -703007.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -703007.625000 Penalty: 2960.236084
	Iteration 52F: 3 clusters Score -703007.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Entering Unmasked Estep 
Score: -273747.281250 Penalty: 1306.938721
	Iteration 0F: 2 clusters Score -273747.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -270907.937500 Penalty: 2613.877441
	Iteration 0F: 3 clusters Score -270907.9 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -271588.437500 Penalty: 2613.877441
	Iteration 1F: 3 clusters Score -271588.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -271715.093750 Penalty: 2613.877441
	Iteration 2F: 3 clusters Score -271715.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -271785.156250 Penalty: 2613.877441
	Iteration 3Q: 3 clusters Score -271785.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -271831.468750 Penalty: 2613.877441
	Iteration 4Q: 3 clusters Score -271831.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -271856.843750 Penalty: 2613.877441
	Iteration 5Q: 3 clusters Score -271856.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -271877.531250 Penalty: 2613.877441
	Iteration 6Q: 3 clusters Score -271877.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -271893.968750 Penalty: 2613.877441
	Iteration 7Q: 3 clusters Score -271894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -271908.718750 Penalty: 2613.877441
	Iteration 8Q: 3 clusters Score -271908.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -271916.687500 Penalty: 2613.877441
	Iteration 9Q: 3 clusters Score -271916.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271923.781250 Penalty: 2613.877441
	Iteration 10Q: 3 clusters Score -271923.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271929.656250 Penalty: 2613.877441
	Iteration 11Q: 3 clusters Score -271929.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -271934.718750 Penalty: 2613.877441
	Iteration 12Q: 3 clusters Score -271934.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -271943.812500 Penalty: 2613.877441
	Iteration 13Q: 3 clusters Score -271943.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -271950.562500 Penalty: 2613.877441
	Iteration 14Q: 3 clusters Score -271950.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -271956.406250 Penalty: 2613.877441
	Iteration 15Q: 3 clusters Score -271956.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -271960.906250 Penalty: 2613.877441
	Iteration 16Q: 3 clusters Score -271960.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -271965.437500 Penalty: 2613.877441
	Iteration 17Q: 3 clusters Score -271965.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -271968.687500 Penalty: 2613.877441
	Iteration 18Q: 3 clusters Score -271968.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -271973.312500 Penalty: 2613.877441
	Iteration 19Q: 3 clusters Score -271973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -271980.156250 Penalty: 2613.877441
	Iteration 20F: 3 clusters Score -271980.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -271991.812500 Penalty: 2613.877441
	Iteration 21Q: 3 clusters Score -271991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -272002.062500 Penalty: 2613.877441
	Iteration 22Q: 3 clusters Score -272002.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -272015.343750 Penalty: 2613.877441
	Iteration 23Q: 3 clusters Score -272015.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -272025.500000 Penalty: 2613.877441
	Iteration 24Q: 3 clusters Score -272025.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -272037.968750 Penalty: 2613.877441
	Iteration 25Q: 3 clusters Score -272038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -272047.406250 Penalty: 2613.877441
	Iteration 26Q: 3 clusters Score -272047.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -272054.968750 Penalty: 2613.877441
	Iteration 27Q: 3 clusters Score -272055 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -272066.375000 Penalty: 2613.877441
	Iteration 28Q: 3 clusters Score -272066.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -272079.562500 Penalty: 2613.877441
	Iteration 29Q: 3 clusters Score -272079.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -272088.218750 Penalty: 2613.877441
	Iteration 30Q: 3 clusters Score -272088.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -272096.781250 Penalty: 2613.877441
	Iteration 31Q: 3 clusters Score -272096.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -272105.375000 Penalty: 2613.877441
	Iteration 32Q: 3 clusters Score -272105.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -272109.687500 Penalty: 2613.877441
	Iteration 33Q: 3 clusters Score -272109.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -272114.781250 Penalty: 2613.877441
	Iteration 34Q: 3 clusters Score -272114.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -272122.468750 Penalty: 2613.877441
	Iteration 35Q: 3 clusters Score -272122.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -272128.437500 Penalty: 2613.877441
	Iteration 36Q: 3 clusters Score -272128.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -272136.937500 Penalty: 2613.877441
	Iteration 37Q: 3 clusters Score -272136.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -272144.906250 Penalty: 2613.877441
	Iteration 38Q: 3 clusters Score -272144.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -272153.593750 Penalty: 2613.877441
	Iteration 39Q: 3 clusters Score -272153.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -272163.906250 Penalty: 2613.877441
	Iteration 40F: 3 clusters Score -272163.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -272175.843750 Penalty: 2613.877441
	Iteration 41Q: 3 clusters Score -272175.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -272184.375000 Penalty: 2613.877441
	Iteration 42Q: 3 clusters Score -272184.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -272204.968750 Penalty: 2613.877441
	Iteration 43Q: 3 clusters Score -272205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -272230.718750 Penalty: 2613.877441
	Iteration 44Q: 3 clusters Score -272230.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -272262.656250 Penalty: 2613.877441
	Iteration 45Q: 3 clusters Score -272262.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272284.187500 Penalty: 2613.877441
	Iteration 46Q: 3 clusters Score -272284.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -272301.156250 Penalty: 2613.877441
	Iteration 47Q: 3 clusters Score -272301.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -272317.968750 Penalty: 2613.877441
	Iteration 48Q: 3 clusters Score -272318 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -272336.906250 Penalty: 2613.877441
	Iteration 49Q: 3 clusters Score -272336.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -272356.187500 Penalty: 2613.877441
	Iteration 50Q: 3 clusters Score -272356.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -272371.218750 Penalty: 2613.877441
	Iteration 51Q: 3 clusters Score -272371.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -272383.937500 Penalty: 2613.877441
	Iteration 52Q: 3 clusters Score -272383.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -272395.718750 Penalty: 2613.877441
	Iteration 53Q: 3 clusters Score -272395.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -272408.500000 Penalty: 2613.877441
	Iteration 54Q: 3 clusters Score -272408.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -272424.593750 Penalty: 2613.877441
	Iteration 55Q: 3 clusters Score -272424.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -272448.718750 Penalty: 2613.877441
	Iteration 56Q: 3 clusters Score -272448.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -272463.593750 Penalty: 2613.877441
	Iteration 57Q: 3 clusters Score -272463.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -272476.875000 Penalty: 2613.877441
	Iteration 58Q: 3 clusters Score -272476.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -272486.437500 Penalty: 2613.877441
	Iteration 59Q: 3 clusters Score -272486.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -272493.281250 Penalty: 2613.877441
	Iteration 60F: 3 clusters Score -272493.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -272501.375000 Penalty: 2613.877441
	Iteration 61Q: 3 clusters Score -272501.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -272506.562500 Penalty: 2613.877441
	Iteration 62Q: 3 clusters Score -272506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -272511.562500 Penalty: 2613.877441
	Iteration 63Q: 3 clusters Score -272511.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -272515.437500 Penalty: 2613.877441
	Iteration 64Q: 3 clusters Score -272515.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -272522.093750 Penalty: 2613.877441
	Iteration 65Q: 3 clusters Score -272522.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -272530.687500 Penalty: 2613.877441
	Iteration 66Q: 3 clusters Score -272530.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -272540.593750 Penalty: 2613.877441
	Iteration 67Q: 3 clusters Score -272540.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -272552.875000 Penalty: 2613.877441
	Iteration 68Q: 3 clusters Score -272552.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -272566.093750 Penalty: 2613.877441
	Iteration 69Q: 3 clusters Score -272566.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -272573.250000 Penalty: 2613.877441
	Iteration 70Q: 3 clusters Score -272573.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -272577.000000 Penalty: 2613.877441
	Iteration 71Q: 3 clusters Score -272577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -272581.343750 Penalty: 2613.877441
	Iteration 72Q: 3 clusters Score -272581.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -272583.625000 Penalty: 2613.877441
	Iteration 73Q: 3 clusters Score -272583.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -272587.281250 Penalty: 2613.877441
	Iteration 74Q: 3 clusters Score -272587.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -272588.125000 Penalty: 2613.877441
	Iteration 75Q: 3 clusters Score -272588.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -272588.125000 Penalty: 2613.877441
	Iteration 76F: 3 clusters Score -272588.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Entering Unmasked Estep 
Score: -68940.812500 Penalty: 1124.287964
	Iteration 0F: 2 clusters Score -68940.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -67529.140625 Penalty: 2248.575928
	Iteration 0F: 3 clusters Score -67529.14 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -67852.015625 Penalty: 2248.575928
	Iteration 1F: 3 clusters Score -67852.02 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -67979.531250 Penalty: 2248.575928
	Iteration 2F: 3 clusters Score -67979.53 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -68046.812500 Penalty: 2248.575928
	Iteration 3F: 3 clusters Score -68046.81 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68089.906250 Penalty: 2248.575928
	Iteration 4Q: 3 clusters Score -68089.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68138.812500 Penalty: 2248.575928
	Iteration 5Q: 3 clusters Score -68138.81 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -68172.179688 Penalty: 2248.575928
	Iteration 6Q: 3 clusters Score -68172.18 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -68201.937500 Penalty: 2248.575928
	Iteration 7Q: 3 clusters Score -68201.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -68220.601562 Penalty: 2248.575928
	Iteration 8Q: 3 clusters Score -68220.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68227.273438 Penalty: 2248.575928
	Iteration 9Q: 3 clusters Score -68227.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -68238.945312 Penalty: 2248.575928
	Iteration 10Q: 3 clusters Score -68238.95 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -68250.203125 Penalty: 2248.575928
	Iteration 11Q: 3 clusters Score -68250.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68257.656250 Penalty: 2248.575928
	Iteration 12Q: 3 clusters Score -68257.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68262.679688 Penalty: 2248.575928
	Iteration 13Q: 3 clusters Score -68262.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68266.937500 Penalty: 2248.575928
	Iteration 14Q: 3 clusters Score -68266.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -68276.406250 Penalty: 2248.575928
	Iteration 15Q: 3 clusters Score -68276.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -68283.609375 Penalty: 2248.575928
	Iteration 16Q: 3 clusters Score -68283.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -68289.968750 Penalty: 2248.575928
	Iteration 17Q: 3 clusters Score -68289.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -68297.460938 Penalty: 2248.575928
	Iteration 18Q: 3 clusters Score -68297.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -68304.914062 Penalty: 2248.575928
	Iteration 19Q: 3 clusters Score -68304.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -68313.531250 Penalty: 2248.575928
	Iteration 20F: 3 clusters Score -68313.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -68318.039062 Penalty: 2248.575928
	Iteration 21Q: 3 clusters Score -68318.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -68325.234375 Penalty: 2248.575928
	Iteration 22Q: 3 clusters Score -68325.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -68341.414062 Penalty: 2248.575928
	Iteration 23Q: 3 clusters Score -68341.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -68349.570312 Penalty: 2248.575928
	Iteration 24Q: 3 clusters Score -68349.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -68356.617188 Penalty: 2248.575928
	Iteration 25Q: 3 clusters Score -68356.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68361.335938 Penalty: 2248.575928
	Iteration 26Q: 3 clusters Score -68361.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -68364.179688 Penalty: 2248.575928
	Iteration 27Q: 3 clusters Score -68364.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68365.750000 Penalty: 2248.575928
	Iteration 28Q: 3 clusters Score -68365.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -68365.750000 Penalty: 2248.575928
	Iteration 29F: 3 clusters Score -68365.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Entering Unmasked Estep 
Score: -1147467.375000 Penalty: 1543.083008
	Iteration 0F: 2 clusters Score -1147467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1138186.250000 Penalty: 3086.166016
	Iteration 0F: 3 clusters Score -1138186 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1141381.000000 Penalty: 3086.166016
	Iteration 1F: 3 clusters Score -1141381 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1141687.875000 Penalty: 3086.166016
	Iteration 2F: 3 clusters Score -1141688 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1141995.875000 Penalty: 3086.166016
	Iteration 3F: 3 clusters Score -1141996 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1142369.875000 Penalty: 3086.166016
	Iteration 4Q: 3 clusters Score -1142370 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1142920.500000 Penalty: 3086.166016
	Iteration 5F: 3 clusters Score -1142920 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1143623.750000 Penalty: 3086.166016
	Iteration 6F: 3 clusters Score -1143624 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1144414.875000 Penalty: 3086.166016
	Iteration 7F: 3 clusters Score -1144415 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1145048.750000 Penalty: 3086.166016
	Iteration 8F: 3 clusters Score -1145049 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1145499.125000 Penalty: 3086.166016
	Iteration 9F: 3 clusters Score -1145499 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1145802.375000 Penalty: 3086.166016
	Iteration 10Q: 3 clusters Score -1145802 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -1145974.500000 Penalty: 3086.166016
	Iteration 11Q: 3 clusters Score -1145974 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -1146100.125000 Penalty: 3086.166016
	Iteration 12Q: 3 clusters Score -1146100 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1146177.875000 Penalty: 3086.166016
	Iteration 13Q: 3 clusters Score -1146178 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1146238.500000 Penalty: 3086.166016
	Iteration 14Q: 3 clusters Score -1146238 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1146282.875000 Penalty: 3086.166016
	Iteration 15Q: 3 clusters Score -1146283 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1146319.000000 Penalty: 3086.166016
	Iteration 16Q: 3 clusters Score -1146319 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1146358.750000 Penalty: 3086.166016
	Iteration 17Q: 3 clusters Score -1146359 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1146387.750000 Penalty: 3086.166016
	Iteration 18Q: 3 clusters Score -1146388 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1146421.625000 Penalty: 3086.166016
	Iteration 19Q: 3 clusters Score -1146422 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1146446.625000 Penalty: 3086.166016
	Iteration 20F: 3 clusters Score -1146447 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1146478.875000 Penalty: 3086.166016
	Iteration 21Q: 3 clusters Score -1146479 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1146509.125000 Penalty: 3086.166016
	Iteration 22Q: 3 clusters Score -1146509 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1146535.750000 Penalty: 3086.166016
	Iteration 23Q: 3 clusters Score -1146536 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1146559.625000 Penalty: 3086.166016
	Iteration 24Q: 3 clusters Score -1146560 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1146580.750000 Penalty: 3086.166016
	Iteration 25Q: 3 clusters Score -1146581 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1146600.250000 Penalty: 3086.166016
	Iteration 26Q: 3 clusters Score -1146600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1146621.625000 Penalty: 3086.166016
	Iteration 27Q: 3 clusters Score -1146622 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1146638.000000 Penalty: 3086.166016
	Iteration 28Q: 3 clusters Score -1146638 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1146657.250000 Penalty: 3086.166016
	Iteration 29Q: 3 clusters Score -1146657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1146671.250000 Penalty: 3086.166016
	Iteration 30Q: 3 clusters Score -1146671 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -1146694.500000 Penalty: 3086.166016
	Iteration 31Q: 3 clusters Score -1146694 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1146713.000000 Penalty: 3086.166016
	Iteration 32Q: 3 clusters Score -1146713 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1146728.500000 Penalty: 3086.166016
	Iteration 33Q: 3 clusters Score -1146728 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1146743.500000 Penalty: 3086.166016
	Iteration 34Q: 3 clusters Score -1146744 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1146755.000000 Penalty: 3086.166016
	Iteration 35Q: 3 clusters Score -1146755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1146771.375000 Penalty: 3086.166016
	Iteration 36Q: 3 clusters Score -1146771 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1146790.125000 Penalty: 3086.166016
	Iteration 37Q: 3 clusters Score -1146790 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1146806.250000 Penalty: 3086.166016
	Iteration 38Q: 3 clusters Score -1146806 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1146820.750000 Penalty: 3086.166016
	Iteration 39Q: 3 clusters Score -1146821 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1146831.250000 Penalty: 3086.166016
	Iteration 40F: 3 clusters Score -1146831 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1146845.125000 Penalty: 3086.166016
	Iteration 41Q: 3 clusters Score -1146845 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -1146863.000000 Penalty: 3086.166016
	Iteration 42Q: 3 clusters Score -1146863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -1146882.750000 Penalty: 3086.166016
	Iteration 43Q: 3 clusters Score -1146883 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1146904.625000 Penalty: 3086.166016
	Iteration 44Q: 3 clusters Score -1146905 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1146921.625000 Penalty: 3086.166016
	Iteration 45Q: 3 clusters Score -1146922 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -1146939.250000 Penalty: 3086.166016
	Iteration 46Q: 3 clusters Score -1146939 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -1146943.500000 Penalty: 3086.166016
	Iteration 47Q: 3 clusters Score -1146944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1146954.250000 Penalty: 3086.166016
	Iteration 48Q: 3 clusters Score -1146954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1146960.750000 Penalty: 3086.166016
	Iteration 49Q: 3 clusters Score -1146961 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -1146967.125000 Penalty: 3086.166016
	Iteration 50Q: 3 clusters Score -1146967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1146972.125000 Penalty: 3086.166016
	Iteration 51Q: 3 clusters Score -1146972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1146977.375000 Penalty: 3086.166016
	Iteration 52Q: 3 clusters Score -1146977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1146984.625000 Penalty: 3086.166016
	Iteration 53Q: 3 clusters Score -1146985 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1146988.375000 Penalty: 3086.166016
	Iteration 54Q: 3 clusters Score -1146988 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1146990.875000 Penalty: 3086.166016
	Iteration 55Q: 3 clusters Score -1146991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1146994.750000 Penalty: 3086.166016
	Iteration 56Q: 3 clusters Score -1146995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1146997.125000 Penalty: 3086.166016
	Iteration 57Q: 3 clusters Score -1146997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1146999.625000 Penalty: 3086.166016
	Iteration 58Q: 3 clusters Score -1147000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1147001.375000 Penalty: 3086.166016
	Iteration 59Q: 3 clusters Score -1147001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1147003.750000 Penalty: 3086.166016
	Iteration 60F: 3 clusters Score -1147004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1147007.000000 Penalty: 3086.166016
	Iteration 61Q: 3 clusters Score -1147007 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1147010.250000 Penalty: 3086.166016
	Iteration 62Q: 3 clusters Score -1147010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1147015.375000 Penalty: 3086.166016
	Iteration 63Q: 3 clusters Score -1147015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1147018.500000 Penalty: 3086.166016
	Iteration 64Q: 3 clusters Score -1147018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1147020.750000 Penalty: 3086.166016
	Iteration 65Q: 3 clusters Score -1147021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1147022.750000 Penalty: 3086.166016
	Iteration 66Q: 3 clusters Score -1147023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1147025.125000 Penalty: 3086.166016
	Iteration 67Q: 3 clusters Score -1147025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1147026.250000 Penalty: 3086.166016
	Iteration 68Q: 3 clusters Score -1147026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1147028.875000 Penalty: 3086.166016
	Iteration 69Q: 3 clusters Score -1147029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1147028.625000 Penalty: 3086.166016
	Iteration 70Q: 3 clusters Score -1147029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1147031.000000 Penalty: 3086.166016
	Iteration 71Q: 3 clusters Score -1147031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1147030.500000 Penalty: 3086.166016
	Iteration 72Q: 3 clusters Score -1147030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1147032.875000 Penalty: 3086.166016
	Iteration 73Q: 3 clusters Score -1147033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1147036.250000 Penalty: 3086.166016
	Iteration 74Q: 3 clusters Score -1147036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1147034.625000 Penalty: 3086.166016
	Iteration 75Q: 3 clusters Score -1147035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1147036.375000 Penalty: 3086.166016
	Iteration 76Q: 3 clusters Score -1147036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1147035.750000 Penalty: 3086.166016
	Iteration 77Q: 3 clusters Score -1147036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1147037.625000 Penalty: 3086.166016
	Iteration 78Q: 3 clusters Score -1147038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1147037.000000 Penalty: 3086.166016
	Iteration 79Q: 3 clusters Score -1147037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1147037.625000 Penalty: 3086.166016
	Iteration 80F: 3 clusters Score -1147038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1147039.250000 Penalty: 3086.166016
	Iteration 81Q: 3 clusters Score -1147039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1147040.500000 Penalty: 3086.166016
	Iteration 82Q: 3 clusters Score -1147040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1147041.625000 Penalty: 3086.166016
	Iteration 83Q: 3 clusters Score -1147042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1147041.625000 Penalty: 3086.166016
	Iteration 84F: 3 clusters Score -1147042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Entering Unmasked Estep 
Score: -293170.875000 Penalty: 1326.408936
	Iteration 0F: 2 clusters Score -293170.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -290130.468750 Penalty: 2652.817871
	Iteration 0F: 3 clusters Score -290130.5 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -290840.156250 Penalty: 2652.817871
	Iteration 1F: 3 clusters Score -290840.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -290998.937500 Penalty: 2652.817871
	Iteration 2F: 3 clusters Score -290998.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -291114.125000 Penalty: 2652.817871
	Iteration 3F: 3 clusters Score -291114.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -291207.937500 Penalty: 2652.817871
	Iteration 4Q: 3 clusters Score -291207.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -291298.406250 Penalty: 2652.817871
	Iteration 5Q: 3 clusters Score -291298.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -291403.656250 Penalty: 2652.817871
	Iteration 6Q: 3 clusters Score -291403.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -291543.406250 Penalty: 2652.817871
	Iteration 7Q: 3 clusters Score -291543.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -291700.156250 Penalty: 2652.817871
	Iteration 8Q: 3 clusters Score -291700.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -291847.812500 Penalty: 2652.817871
	Iteration 9Q: 3 clusters Score -291847.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -291984.687500 Penalty: 2652.817871
	Iteration 10Q: 3 clusters Score -291984.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -292118.875000 Penalty: 2652.817871
	Iteration 11Q: 3 clusters Score -292118.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -292224.062500 Penalty: 2652.817871
	Iteration 12Q: 3 clusters Score -292224.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -292274.406250 Penalty: 2652.817871
	Iteration 13Q: 3 clusters Score -292274.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -292300.281250 Penalty: 2652.817871
	Iteration 14Q: 3 clusters Score -292300.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -292318.187500 Penalty: 2652.817871
	Iteration 15Q: 3 clusters Score -292318.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -292330.281250 Penalty: 2652.817871
	Iteration 16Q: 3 clusters Score -292330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -292343.343750 Penalty: 2652.817871
	Iteration 17Q: 3 clusters Score -292343.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -292353.406250 Penalty: 2652.817871
	Iteration 18Q: 3 clusters Score -292353.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -292359.406250 Penalty: 2652.817871
	Iteration 19Q: 3 clusters Score -292359.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -292367.031250 Penalty: 2652.817871
	Iteration 20F: 3 clusters Score -292367 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -292371.375000 Penalty: 2652.817871
	Iteration 21Q: 3 clusters Score -292371.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -292375.250000 Penalty: 2652.817871
	Iteration 22Q: 3 clusters Score -292375.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -292379.843750 Penalty: 2652.817871
	Iteration 23Q: 3 clusters Score -292379.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -292384.750000 Penalty: 2652.817871
	Iteration 24Q: 3 clusters Score -292384.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -292386.562500 Penalty: 2652.817871
	Iteration 25Q: 3 clusters Score -292386.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -292388.125000 Penalty: 2652.817871
	Iteration 26Q: 3 clusters Score -292388.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -292389.437500 Penalty: 2652.817871
	Iteration 27Q: 3 clusters Score -292389.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -292391.593750 Penalty: 2652.817871
	Iteration 28Q: 3 clusters Score -292391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -292394.218750 Penalty: 2652.817871
	Iteration 29Q: 3 clusters Score -292394.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -292396.125000 Penalty: 2652.817871
	Iteration 30Q: 3 clusters Score -292396.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -292398.250000 Penalty: 2652.817871
	Iteration 31Q: 3 clusters Score -292398.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -292400.343750 Penalty: 2652.817871
	Iteration 32Q: 3 clusters Score -292400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -292401.906250 Penalty: 2652.817871
	Iteration 33Q: 3 clusters Score -292401.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -292404.500000 Penalty: 2652.817871
	Iteration 34Q: 3 clusters Score -292404.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -292408.968750 Penalty: 2652.817871
	Iteration 35Q: 3 clusters Score -292409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -292412.031250 Penalty: 2652.817871
	Iteration 36Q: 3 clusters Score -292412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -292413.875000 Penalty: 2652.817871
	Iteration 37Q: 3 clusters Score -292413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -292414.312500 Penalty: 2652.817871
	Iteration 38Q: 3 clusters Score -292414.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -292415.875000 Penalty: 2652.817871
	Iteration 39Q: 3 clusters Score -292415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -292416.312500 Penalty: 2652.817871
	Iteration 40F: 3 clusters Score -292416.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -292416.406250 Penalty: 2652.817871
	Iteration 41Q: 3 clusters Score -292416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -292416.406250 Penalty: 2652.817871
	Iteration 42F: 3 clusters Score -292416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Entering Unmasked Estep 
Score: -1367485.625000 Penalty: 1566.887207
	Iteration 0F: 2 clusters Score -1367486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1356893.500000 Penalty: 3133.774414
	Iteration 0F: 3 clusters Score -1356894 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1360552.375000 Penalty: 3133.774414
	Iteration 1F: 3 clusters Score -1360552 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1360922.750000 Penalty: 3133.774414
	Iteration 2F: 3 clusters Score -1360923 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1361260.375000 Penalty: 3133.774414
	Iteration 3F: 3 clusters Score -1361260 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1361616.625000 Penalty: 3133.774414
	Iteration 4Q: 3 clusters Score -1361617 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1362021.000000 Penalty: 3133.774414
	Iteration 5F: 3 clusters Score -1362021 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1362454.125000 Penalty: 3133.774414
	Iteration 6F: 3 clusters Score -1362454 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1362912.625000 Penalty: 3133.774414
	Iteration 7F: 3 clusters Score -1362913 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1363395.875000 Penalty: 3133.774414
	Iteration 8Q: 3 clusters Score -1363396 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1363845.875000 Penalty: 3133.774414
	Iteration 9Q: 3 clusters Score -1363846 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1364271.625000 Penalty: 3133.774414
	Iteration 10Q: 3 clusters Score -1364272 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1364612.500000 Penalty: 3133.774414
	Iteration 11Q: 3 clusters Score -1364612 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1364916.500000 Penalty: 3133.774414
	Iteration 12Q: 3 clusters Score -1364916 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -1365150.250000 Penalty: 3133.774414
	Iteration 13Q: 3 clusters Score -1365150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1365312.375000 Penalty: 3133.774414
	Iteration 14Q: 3 clusters Score -1365312 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1365438.375000 Penalty: 3133.774414
	Iteration 15Q: 3 clusters Score -1365438 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1365528.250000 Penalty: 3133.774414
	Iteration 16Q: 3 clusters Score -1365528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1365591.750000 Penalty: 3133.774414
	Iteration 17Q: 3 clusters Score -1365592 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1365640.250000 Penalty: 3133.774414
	Iteration 18Q: 3 clusters Score -1365640 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1365690.250000 Penalty: 3133.774414
	Iteration 19Q: 3 clusters Score -1365690 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1365742.375000 Penalty: 3133.774414
	Iteration 20F: 3 clusters Score -1365742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1365788.875000 Penalty: 3133.774414
	Iteration 21Q: 3 clusters Score -1365789 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1365836.000000 Penalty: 3133.774414
	Iteration 22Q: 3 clusters Score -1365836 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1365879.000000 Penalty: 3133.774414
	Iteration 23Q: 3 clusters Score -1365879 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1365905.375000 Penalty: 3133.774414
	Iteration 24Q: 3 clusters Score -1365905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1365926.000000 Penalty: 3133.774414
	Iteration 25Q: 3 clusters Score -1365926 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1365957.500000 Penalty: 3133.774414
	Iteration 26Q: 3 clusters Score -1365958 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1365989.000000 Penalty: 3133.774414
	Iteration 27Q: 3 clusters Score -1365989 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1366012.250000 Penalty: 3133.774414
	Iteration 28Q: 3 clusters Score -1366012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1366038.625000 Penalty: 3133.774414
	Iteration 29Q: 3 clusters Score -1366039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1366069.750000 Penalty: 3133.774414
	Iteration 30Q: 3 clusters Score -1366070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1366092.750000 Penalty: 3133.774414
	Iteration 31Q: 3 clusters Score -1366093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1366109.875000 Penalty: 3133.774414
	Iteration 32Q: 3 clusters Score -1366110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1366121.125000 Penalty: 3133.774414
	Iteration 33Q: 3 clusters Score -1366121 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1366134.625000 Penalty: 3133.774414
	Iteration 34Q: 3 clusters Score -1366135 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1366146.750000 Penalty: 3133.774414
	Iteration 35Q: 3 clusters Score -1366147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1366148.000000 Penalty: 3133.774414
	Iteration 36Q: 3 clusters Score -1366148 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1366152.000000 Penalty: 3133.774414
	Iteration 37Q: 3 clusters Score -1366152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1366153.125000 Penalty: 3133.774414
	Iteration 38Q: 3 clusters Score -1366153 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1366156.750000 Penalty: 3133.774414
	Iteration 39Q: 3 clusters Score -1366157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1366163.125000 Penalty: 3133.774414
	Iteration 40F: 3 clusters Score -1366163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1366169.000000 Penalty: 3133.774414
	Iteration 41Q: 3 clusters Score -1366169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1366172.375000 Penalty: 3133.774414
	Iteration 42Q: 3 clusters Score -1366172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1366175.625000 Penalty: 3133.774414
	Iteration 43Q: 3 clusters Score -1366176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1366178.625000 Penalty: 3133.774414
	Iteration 44Q: 3 clusters Score -1366179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1366182.125000 Penalty: 3133.774414
	Iteration 45Q: 3 clusters Score -1366182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1366183.375000 Penalty: 3133.774414
	Iteration 46Q: 3 clusters Score -1366183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1366185.500000 Penalty: 3133.774414
	Iteration 47Q: 3 clusters Score -1366186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1366188.375000 Penalty: 3133.774414
	Iteration 48Q: 3 clusters Score -1366188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1366187.375000 Penalty: 3133.774414
	Iteration 49Q: 3 clusters Score -1366187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1366189.375000 Penalty: 3133.774414
	Iteration 50Q: 3 clusters Score -1366189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1366189.125000 Penalty: 3133.774414
	Iteration 51Q: 3 clusters Score -1366189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1366189.125000 Penalty: 3133.774414
	Iteration 52F: 3 clusters Score -1366189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Entering Unmasked Estep 
Score: -320097.437500 Penalty: 1336.991943
	Iteration 0F: 2 clusters Score -320097.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -316935.562500 Penalty: 2673.983887
	Iteration 0F: 3 clusters Score -316935.6 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -317748.687500 Penalty: 2673.983887
	Iteration 1F: 3 clusters Score -317748.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -317977.812500 Penalty: 2673.983887
	Iteration 2F: 3 clusters Score -317977.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -318183.531250 Penalty: 2673.983887
	Iteration 3F: 3 clusters Score -318183.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -318357.156250 Penalty: 2673.983887
	Iteration 4F: 3 clusters Score -318357.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -318516.375000 Penalty: 2673.983887
	Iteration 5F: 3 clusters Score -318516.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -318711.750000 Penalty: 2673.983887
	Iteration 6Q: 3 clusters Score -318711.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -318907.343750 Penalty: 2673.983887
	Iteration 7Q: 3 clusters Score -318907.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -319080.187500 Penalty: 2673.983887
	Iteration 8Q: 3 clusters Score -319080.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -319223.687500 Penalty: 2673.983887
	Iteration 9Q: 3 clusters Score -319223.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -319343.656250 Penalty: 2673.983887
	Iteration 10Q: 3 clusters Score -319343.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -319431.000000 Penalty: 2673.983887
	Iteration 11Q: 3 clusters Score -319431 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -319494.687500 Penalty: 2673.983887
	Iteration 12Q: 3 clusters Score -319494.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -319542.843750 Penalty: 2673.983887
	Iteration 13Q: 3 clusters Score -319542.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -319561.781250 Penalty: 2673.983887
	Iteration 14Q: 3 clusters Score -319561.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -319572.625000 Penalty: 2673.983887
	Iteration 15Q: 3 clusters Score -319572.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -319578.500000 Penalty: 2673.983887
	Iteration 16Q: 3 clusters Score -319578.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -319584.750000 Penalty: 2673.983887
	Iteration 17Q: 3 clusters Score -319584.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -319586.687500 Penalty: 2673.983887
	Iteration 18Q: 3 clusters Score -319586.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -319590.687500 Penalty: 2673.983887
	Iteration 19Q: 3 clusters Score -319590.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -319591.593750 Penalty: 2673.983887
	Iteration 20F: 3 clusters Score -319591.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -319593.125000 Penalty: 2673.983887
	Iteration 21Q: 3 clusters Score -319593.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -319594.062500 Penalty: 2673.983887
	Iteration 22Q: 3 clusters Score -319594.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -319595.656250 Penalty: 2673.983887
	Iteration 23Q: 3 clusters Score -319595.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -319597.656250 Penalty: 2673.983887
	Iteration 24Q: 3 clusters Score -319597.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -319599.906250 Penalty: 2673.983887
	Iteration 25Q: 3 clusters Score -319599.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -319601.906250 Penalty: 2673.983887
	Iteration 26Q: 3 clusters Score -319601.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -319603.281250 Penalty: 2673.983887
	Iteration 27Q: 3 clusters Score -319603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -319604.156250 Penalty: 2673.983887
	Iteration 28Q: 3 clusters Score -319604.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -319605.437500 Penalty: 2673.983887
	Iteration 29Q: 3 clusters Score -319605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -319606.531250 Penalty: 2673.983887
	Iteration 30Q: 3 clusters Score -319606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -319607.562500 Penalty: 2673.983887
	Iteration 31Q: 3 clusters Score -319607.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -319608.906250 Penalty: 2673.983887
	Iteration 32Q: 3 clusters Score -319608.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -319608.750000 Penalty: 2673.983887
	Iteration 33Q: 3 clusters Score -319608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -319609.000000 Penalty: 2673.983887
	Iteration 34Q: 3 clusters Score -319609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -319609.437500 Penalty: 2673.983887
	Iteration 35Q: 3 clusters Score -319609.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -319611.906250 Penalty: 2673.983887
	Iteration 36Q: 3 clusters Score -319611.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -319615.031250 Penalty: 2673.983887
	Iteration 37Q: 3 clusters Score -319615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -319618.687500 Penalty: 2673.983887
	Iteration 38Q: 3 clusters Score -319618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -319622.375000 Penalty: 2673.983887
	Iteration 39Q: 3 clusters Score -319622.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -319622.937500 Penalty: 2673.983887
	Iteration 40F: 3 clusters Score -319622.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -319625.656250 Penalty: 2673.983887
	Iteration 41Q: 3 clusters Score -319625.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -319629.656250 Penalty: 2673.983887
	Iteration 42Q: 3 clusters Score -319629.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -319633.281250 Penalty: 2673.983887
	Iteration 43Q: 3 clusters Score -319633.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -319638.468750 Penalty: 2673.983887
	Iteration 44Q: 3 clusters Score -319638.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -319647.125000 Penalty: 2673.983887
	Iteration 45Q: 3 clusters Score -319647.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -319654.531250 Penalty: 2673.983887
	Iteration 46Q: 3 clusters Score -319654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -319656.375000 Penalty: 2673.983887
	Iteration 47Q: 3 clusters Score -319656.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -319658.750000 Penalty: 2673.983887
	Iteration 48Q: 3 clusters Score -319658.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319660.093750 Penalty: 2673.983887
	Iteration 49Q: 3 clusters Score -319660.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -319660.093750 Penalty: 2673.983887
	Iteration 50F: 3 clusters Score -319660.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111852 members 
Entering Unmasked Estep 
Score: -9733319.000000 Penalty: 1889.051514
	Iteration 0F: 2 clusters Score -9733319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -9658323.000000 Penalty: 3778.103027
	Iteration 0F: 3 clusters Score -9658323 nChanged 53613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -9689523.000000 Penalty: 3778.103027
	Iteration 1F: 3 clusters Score -9689523 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60336 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -9690592.000000 Penalty: 3778.103027
	Iteration 2Q: 3 clusters Score -9690592 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63119 members 
Mstep: Class 2 contains 48733 members 
Entering Unmasked Estep 
Score: -9691984.000000 Penalty: 3778.103027
	Iteration 3Q: 3 clusters Score -9691984 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -9694579.000000 Penalty: 3778.103027
	Iteration 4Q: 3 clusters Score -9694579 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73676 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -9698968.000000 Penalty: 3778.103027
	Iteration 5F: 3 clusters Score -9698968 nChanged 8451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -9705765.000000 Penalty: 3778.103027
	Iteration 6F: 3 clusters Score -9705765 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90325 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -9713865.000000 Penalty: 3778.103027
	Iteration 7F: 3 clusters Score -9713865 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97586 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -9720900.000000 Penalty: 3778.103027
	Iteration 8F: 3 clusters Score -9720900 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102354 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -9725364.000000 Penalty: 3778.103027
	Iteration 9Q: 3 clusters Score -9725364 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105181 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -9727901.000000 Penalty: 3778.103027
	Iteration 10Q: 3 clusters Score -9727901 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106892 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -9729411.000000 Penalty: 3778.103027
	Iteration 11Q: 3 clusters Score -9729411 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107943 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -9730269.000000 Penalty: 3778.103027
	Iteration 12Q: 3 clusters Score -9730269 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108650 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -9730891.000000 Penalty: 3778.103027
	Iteration 13Q: 3 clusters Score -9730891 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109096 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -9731327.000000 Penalty: 3778.103027
	Iteration 14Q: 3 clusters Score -9731327 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109404 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -9731542.000000 Penalty: 3778.103027
	Iteration 15Q: 3 clusters Score -9731542 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109614 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -9731693.000000 Penalty: 3778.103027
	Iteration 16Q: 3 clusters Score -9731693 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9731813.000000 Penalty: 3778.103027
	Iteration 17Q: 3 clusters Score -9731813 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109941 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9731910.000000 Penalty: 3778.103027
	Iteration 18Q: 3 clusters Score -9731910 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9732003.000000 Penalty: 3778.103027
	Iteration 19Q: 3 clusters Score -9732003 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110147 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -9732061.000000 Penalty: 3778.103027
	Iteration 20F: 3 clusters Score -9732061 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110208 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9732090.000000 Penalty: 3778.103027
	Iteration 21Q: 3 clusters Score -9732090 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -9732094.000000 Penalty: 3778.103027
	Iteration 22Q: 3 clusters Score -9732094 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -9732115.000000 Penalty: 3778.103027
	Iteration 23Q: 3 clusters Score -9732115 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110331 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -9732130.000000 Penalty: 3778.103027
	Iteration 24Q: 3 clusters Score -9732130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110346 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9732133.000000 Penalty: 3778.103027
	Iteration 25Q: 3 clusters Score -9732133 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110358 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9732139.000000 Penalty: 3778.103027
	Iteration 26Q: 3 clusters Score -9732139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110371 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -9732153.000000 Penalty: 3778.103027
	Iteration 27Q: 3 clusters Score -9732153 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110392 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -9732160.000000 Penalty: 3778.103027
	Iteration 28Q: 3 clusters Score -9732160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110404 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -9732160.000000 Penalty: 3778.103027
	Iteration 29Q: 3 clusters Score -9732160 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110412 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -9732166.000000 Penalty: 3778.103027
	Iteration 30Q: 3 clusters Score -9732166 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110425 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -9732174.000000 Penalty: 3778.103027
	Iteration 31Q: 3 clusters Score -9732174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110436 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -9732188.000000 Penalty: 3778.103027
	Iteration 32Q: 3 clusters Score -9732188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -9732183.000000 Penalty: 3778.103027
	Iteration 33Q: 3 clusters Score -9732183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9732199.000000 Penalty: 3778.103027
	Iteration 34Q: 3 clusters Score -9732199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110463 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9732193.000000 Penalty: 3778.103027
	Iteration 35Q: 3 clusters Score -9732193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110468 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -9732189.000000 Penalty: 3778.103027
	Iteration 36Q: 3 clusters Score -9732189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110470 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -9732184.000000 Penalty: 3778.103027
	Iteration 37Q: 3 clusters Score -9732184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110473 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -9732188.000000 Penalty: 3778.103027
	Iteration 38Q: 3 clusters Score -9732188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110474 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9732188.000000 Penalty: 3778.103027
	Iteration 39Q: 3 clusters Score -9732188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110475 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -9732186.000000 Penalty: 3778.103027
	Iteration 40F: 3 clusters Score -9732186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110476 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -9732189.000000 Penalty: 3778.103027
	Iteration 41Q: 3 clusters Score -9732189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9732189.000000 Penalty: 3778.103027
	Iteration 42Q: 3 clusters Score -9732189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9732183.000000 Penalty: 3778.103027
	Iteration 43Q: 3 clusters Score -9732183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110477 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9732183.000000 Penalty: 3778.103027
	Iteration 44Q: 3 clusters Score -9732183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110479 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -9732184.000000 Penalty: 3778.103027
	Iteration 45Q: 3 clusters Score -9732184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110482 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9732173.000000 Penalty: 3778.103027
	Iteration 46Q: 3 clusters Score -9732173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9732172.000000 Penalty: 3778.103027
	Iteration 47Q: 3 clusters Score -9732172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110486 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -9732166.000000 Penalty: 3778.103027
	Iteration 48Q: 3 clusters Score -9732166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110485 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -9732168.000000 Penalty: 3778.103027
	Iteration 49Q: 3 clusters Score -9732168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9732165.000000 Penalty: 3778.103027
	Iteration 50Q: 3 clusters Score -9732165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110484 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -9732165.000000 Penalty: 3778.103027
	Iteration 51F: 3 clusters Score -9732165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Entering Unmasked Estep 
Score: -4303083.500000 Penalty: 1753.274414
	Iteration 0F: 2 clusters Score -4303084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -4270829.000000 Penalty: 3506.548828
	Iteration 0F: 3 clusters Score -4270829 nChanged 22659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4284086.000000 Penalty: 3506.548828
	Iteration 1F: 3 clusters Score -4284086 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -4285008.000000 Penalty: 3506.548828
	Iteration 2Q: 3 clusters Score -4285008 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -4286260.000000 Penalty: 3506.548828
	Iteration 3F: 3 clusters Score -4286260 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -4287933.500000 Penalty: 3506.548828
	Iteration 4F: 3 clusters Score -4287934 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32973 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -4289987.000000 Penalty: 3506.548828
	Iteration 5F: 3 clusters Score -4289987 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -4292214.000000 Penalty: 3506.548828
	Iteration 6F: 3 clusters Score -4292214 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -4294175.500000 Penalty: 3506.548828
	Iteration 7F: 3 clusters Score -4294176 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -4295696.000000 Penalty: 3506.548828
	Iteration 8Q: 3 clusters Score -4295696 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -4296859.500000 Penalty: 3506.548828
	Iteration 9Q: 3 clusters Score -4296860 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -4297708.500000 Penalty: 3506.548828
	Iteration 10Q: 3 clusters Score -4297708 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43091 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4298392.000000 Penalty: 3506.548828
	Iteration 11Q: 3 clusters Score -4298392 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44004 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -4298944.000000 Penalty: 3506.548828
	Iteration 12Q: 3 clusters Score -4298944 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44797 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -4299433.500000 Penalty: 3506.548828
	Iteration 13Q: 3 clusters Score -4299434 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -4299836.000000 Penalty: 3506.548828
	Iteration 14Q: 3 clusters Score -4299836 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -4300201.500000 Penalty: 3506.548828
	Iteration 15Q: 3 clusters Score -4300202 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46600 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4300558.500000 Penalty: 3506.548828
	Iteration 16Q: 3 clusters Score -4300558 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4300870.500000 Penalty: 3506.548828
	Iteration 17Q: 3 clusters Score -4300870 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47394 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4301113.500000 Penalty: 3506.548828
	Iteration 18Q: 3 clusters Score -4301114 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47614 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -4301275.000000 Penalty: 3506.548828
	Iteration 19Q: 3 clusters Score -4301275 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47759 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -4301383.500000 Penalty: 3506.548828
	Iteration 20F: 3 clusters Score -4301384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47864 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4301454.000000 Penalty: 3506.548828
	Iteration 21Q: 3 clusters Score -4301454 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -4301519.500000 Penalty: 3506.548828
	Iteration 22Q: 3 clusters Score -4301520 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4301563.000000 Penalty: 3506.548828
	Iteration 23Q: 3 clusters Score -4301563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -4301586.500000 Penalty: 3506.548828
	Iteration 24Q: 3 clusters Score -4301586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4301603.500000 Penalty: 3506.548828
	Iteration 25Q: 3 clusters Score -4301604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4301611.000000 Penalty: 3506.548828
	Iteration 26Q: 3 clusters Score -4301611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4301615.000000 Penalty: 3506.548828
	Iteration 27Q: 3 clusters Score -4301615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48069 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4301625.500000 Penalty: 3506.548828
	Iteration 28Q: 3 clusters Score -4301626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4301631.500000 Penalty: 3506.548828
	Iteration 29Q: 3 clusters Score -4301632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4301629.000000 Penalty: 3506.548828
	Iteration 30Q: 3 clusters Score -4301629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4301633.500000 Penalty: 3506.548828
	Iteration 31Q: 3 clusters Score -4301634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48083 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4301637.000000 Penalty: 3506.548828
	Iteration 32Q: 3 clusters Score -4301637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4301639.000000 Penalty: 3506.548828
	Iteration 33Q: 3 clusters Score -4301639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48086 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4301638.000000 Penalty: 3506.548828
	Iteration 34Q: 3 clusters Score -4301638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48087 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4301640.000000 Penalty: 3506.548828
	Iteration 35Q: 3 clusters Score -4301640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4301639.500000 Penalty: 3506.548828
	Iteration 36Q: 3 clusters Score -4301640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4301636.000000 Penalty: 3506.548828
	Iteration 37Q: 3 clusters Score -4301636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4301637.000000 Penalty: 3506.548828
	Iteration 38Q: 3 clusters Score -4301637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -4301640.000000 Penalty: 3506.548828
	Iteration 39Q: 3 clusters Score -4301640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4301642.000000 Penalty: 3506.548828
	Iteration 40F: 3 clusters Score -4301642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4301650.500000 Penalty: 3506.548828
	Iteration 41Q: 3 clusters Score -4301650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4301655.000000 Penalty: 3506.548828
	Iteration 42Q: 3 clusters Score -4301655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4301654.500000 Penalty: 3506.548828
	Iteration 43Q: 3 clusters Score -4301654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48118 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4301659.000000 Penalty: 3506.548828
	Iteration 44Q: 3 clusters Score -4301659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48116 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -4301659.000000 Penalty: 3506.548828
	Iteration 45Q: 3 clusters Score -4301659 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4301662.000000 Penalty: 3506.548828
	Iteration 46Q: 3 clusters Score -4301662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48117 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4301658.500000 Penalty: 3506.548828
	Iteration 47Q: 3 clusters Score -4301658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48119 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4301664.000000 Penalty: 3506.548828
	Iteration 48Q: 3 clusters Score -4301664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4301666.000000 Penalty: 3506.548828
	Iteration 49Q: 3 clusters Score -4301666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4301666.000000 Penalty: 3506.548828
	Iteration 50F: 3 clusters Score -4301666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -226917.468750 Penalty: 1288.775391
	Iteration 0F: 2 clusters Score -226917.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -224332.687500 Penalty: 2577.550781
	Iteration 0F: 3 clusters Score -224332.7 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -225114.750000 Penalty: 2577.550781
	Iteration 1F: 3 clusters Score -225114.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -225361.171875 Penalty: 2577.550781
	Iteration 2F: 3 clusters Score -225361.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -225547.796875 Penalty: 2577.550781
	Iteration 3F: 3 clusters Score -225547.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -225734.437500 Penalty: 2577.550781
	Iteration 4F: 3 clusters Score -225734.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -225976.921875 Penalty: 2577.550781
	Iteration 5F: 3 clusters Score -225976.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -226194.750000 Penalty: 2577.550781
	Iteration 6F: 3 clusters Score -226194.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -226358.421875 Penalty: 2577.550781
	Iteration 7Q: 3 clusters Score -226358.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -226486.984375 Penalty: 2577.550781
	Iteration 8Q: 3 clusters Score -226487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -226685.843750 Penalty: 2577.550781
	Iteration 9Q: 3 clusters Score -226685.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -227050.531250 Penalty: 2577.550781
	Iteration 10Q: 3 clusters Score -227050.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -227472.187500 Penalty: 2577.550781
	Iteration 11Q: 3 clusters Score -227472.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -227742.625000 Penalty: 2577.550781
	Iteration 12Q: 3 clusters Score -227742.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -227815.703125 Penalty: 2577.550781
	Iteration 13Q: 3 clusters Score -227815.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -227834.156250 Penalty: 2577.550781
	Iteration 14Q: 3 clusters Score -227834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -227836.625000 Penalty: 2577.550781
	Iteration 15Q: 3 clusters Score -227836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -227836.625000 Penalty: 2577.550781
	Iteration 16F: 3 clusters Score -227836.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 987 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Mstep: Class 40 contains 1795 members 
Entering Unmasked Estep 
Score: -40890996.000000 Penalty: 85108.453125
Splitting cluster 31 changes total score from -40891044.000000 to -40890996.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (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: -169262.531250 Penalty: 1235.065430
	Iteration 0F: 2 clusters Score -169262.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -167169.984375 Penalty: 2470.130859
	Iteration 0F: 3 clusters Score -167170 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -167672.109375 Penalty: 2470.130859
	Iteration 1F: 3 clusters Score -167672.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -167799.906250 Penalty: 2470.130859
	Iteration 2F: 3 clusters Score -167799.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -167877.921875 Penalty: 2470.130859
	Iteration 3Q: 3 clusters Score -167877.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -167934.031250 Penalty: 2470.130859
	Iteration 4Q: 3 clusters Score -167934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -167975.421875 Penalty: 2470.130859
	Iteration 5Q: 3 clusters Score -167975.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168002.250000 Penalty: 2470.130859
	Iteration 6Q: 3 clusters Score -168002.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -168016.546875 Penalty: 2470.130859
	Iteration 7Q: 3 clusters Score -168016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -168035.765625 Penalty: 2470.130859
	Iteration 8Q: 3 clusters Score -168035.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -168050.328125 Penalty: 2470.130859
	Iteration 9Q: 3 clusters Score -168050.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -168068.375000 Penalty: 2470.130859
	Iteration 10Q: 3 clusters Score -168068.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -168083.437500 Penalty: 2470.130859
	Iteration 11Q: 3 clusters Score -168083.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -168093.625000 Penalty: 2470.130859
	Iteration 12Q: 3 clusters Score -168093.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -168102.484375 Penalty: 2470.130859
	Iteration 13Q: 3 clusters Score -168102.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -168110.968750 Penalty: 2470.130859
	Iteration 14Q: 3 clusters Score -168111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -168116.125000 Penalty: 2470.130859
	Iteration 15Q: 3 clusters Score -168116.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -168126.000000 Penalty: 2470.130859
	Iteration 16Q: 3 clusters Score -168126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -168142.984375 Penalty: 2470.130859
	Iteration 17Q: 3 clusters Score -168143 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -168161.015625 Penalty: 2470.130859
	Iteration 18Q: 3 clusters Score -168161 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -168182.531250 Penalty: 2470.130859
	Iteration 19Q: 3 clusters Score -168182.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -168199.437500 Penalty: 2470.130859
	Iteration 20F: 3 clusters Score -168199.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -168228.437500 Penalty: 2470.130859
	Iteration 21Q: 3 clusters Score -168228.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -168246.875000 Penalty: 2470.130859
	Iteration 22Q: 3 clusters Score -168246.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -168268.968750 Penalty: 2470.130859
	Iteration 23Q: 3 clusters Score -168269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -168287.375000 Penalty: 2470.130859
	Iteration 24Q: 3 clusters Score -168287.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -168298.734375 Penalty: 2470.130859
	Iteration 25Q: 3 clusters Score -168298.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -168311.765625 Penalty: 2470.130859
	Iteration 26Q: 3 clusters Score -168311.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -168323.375000 Penalty: 2470.130859
	Iteration 27Q: 3 clusters Score -168323.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -168332.718750 Penalty: 2470.130859
	Iteration 28Q: 3 clusters Score -168332.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168339.125000 Penalty: 2470.130859
	Iteration 29Q: 3 clusters Score -168339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -168344.703125 Penalty: 2470.130859
	Iteration 30Q: 3 clusters Score -168344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168348.000000 Penalty: 2470.130859
	Iteration 31Q: 3 clusters Score -168348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -168351.453125 Penalty: 2470.130859
	Iteration 32Q: 3 clusters Score -168351.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168354.343750 Penalty: 2470.130859
	Iteration 33Q: 3 clusters Score -168354.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -168359.546875 Penalty: 2470.130859
	Iteration 34Q: 3 clusters Score -168359.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -168365.843750 Penalty: 2470.130859
	Iteration 35Q: 3 clusters Score -168365.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -168373.265625 Penalty: 2470.130859
	Iteration 36Q: 3 clusters Score -168373.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -168376.812500 Penalty: 2470.130859
	Iteration 37Q: 3 clusters Score -168376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -168378.671875 Penalty: 2470.130859
	Iteration 38Q: 3 clusters Score -168378.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -168379.812500 Penalty: 2470.130859
	Iteration 39Q: 3 clusters Score -168379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -168381.109375 Penalty: 2470.130859
	Iteration 40F: 3 clusters Score -168381.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -121782.367188 Penalty: 1185.225952
	Iteration 0F: 2 clusters Score -121782.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -120026.148438 Penalty: 2370.451904
	Iteration 0F: 3 clusters Score -120026.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -120354.664062 Penalty: 2370.451904
	Iteration 1F: 3 clusters Score -120354.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -120472.234375 Penalty: 2370.451904
	Iteration 2F: 3 clusters Score -120472.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -120534.296875 Penalty: 2370.451904
	Iteration 3Q: 3 clusters Score -120534.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -120600.257812 Penalty: 2370.451904
	Iteration 4Q: 3 clusters Score -120600.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -120670.054688 Penalty: 2370.451904
	Iteration 5Q: 3 clusters Score -120670.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -120714.359375 Penalty: 2370.451904
	Iteration 6Q: 3 clusters Score -120714.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -120760.484375 Penalty: 2370.451904
	Iteration 7Q: 3 clusters Score -120760.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -120806.937500 Penalty: 2370.451904
	Iteration 8Q: 3 clusters Score -120806.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -120863.976562 Penalty: 2370.451904
	Iteration 9Q: 3 clusters Score -120864 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120895.492188 Penalty: 2370.451904
	Iteration 10Q: 3 clusters Score -120895.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -120921.195312 Penalty: 2370.451904
	Iteration 11Q: 3 clusters Score -120921.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120936.531250 Penalty: 2370.451904
	Iteration 12Q: 3 clusters Score -120936.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -120973.718750 Penalty: 2370.451904
	Iteration 13Q: 3 clusters Score -120973.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -121027.773438 Penalty: 2370.451904
	Iteration 14Q: 3 clusters Score -121027.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121110.226562 Penalty: 2370.451904
	Iteration 15Q: 3 clusters Score -121110.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121174.671875 Penalty: 2370.451904
	Iteration 16Q: 3 clusters Score -121174.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -121217.859375 Penalty: 2370.451904
	Iteration 17Q: 3 clusters Score -121217.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -121251.125000 Penalty: 2370.451904
	Iteration 18Q: 3 clusters Score -121251.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -121269.523438 Penalty: 2370.451904
	Iteration 19Q: 3 clusters Score -121269.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -121279.335938 Penalty: 2370.451904
	Iteration 20F: 3 clusters Score -121279.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -121290.632812 Penalty: 2370.451904
	Iteration 21Q: 3 clusters Score -121290.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121307.609375 Penalty: 2370.451904
	Iteration 22Q: 3 clusters Score -121307.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -121326.351562 Penalty: 2370.451904
	Iteration 23Q: 3 clusters Score -121326.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -121340.710938 Penalty: 2370.451904
	Iteration 24Q: 3 clusters Score -121340.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -121347.718750 Penalty: 2370.451904
	Iteration 25Q: 3 clusters Score -121347.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -121354.187500 Penalty: 2370.451904
	Iteration 26Q: 3 clusters Score -121354.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -121358.304688 Penalty: 2370.451904
	Iteration 27Q: 3 clusters Score -121358.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -121360.390625 Penalty: 2370.451904
	Iteration 28Q: 3 clusters Score -121360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -121364.867188 Penalty: 2370.451904
	Iteration 29Q: 3 clusters Score -121364.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -121374.132812 Penalty: 2370.451904
	Iteration 30Q: 3 clusters Score -121374.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -121383.046875 Penalty: 2370.451904
	Iteration 31Q: 3 clusters Score -121383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -121390.656250 Penalty: 2370.451904
	Iteration 32Q: 3 clusters Score -121390.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -121398.664062 Penalty: 2370.451904
	Iteration 33Q: 3 clusters Score -121398.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -121409.695312 Penalty: 2370.451904
	Iteration 34Q: 3 clusters Score -121409.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -121421.546875 Penalty: 2370.451904
	Iteration 35Q: 3 clusters Score -121421.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -121430.984375 Penalty: 2370.451904
	Iteration 36Q: 3 clusters Score -121431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -121436.031250 Penalty: 2370.451904
	Iteration 37Q: 3 clusters Score -121436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -121437.437500 Penalty: 2370.451904
	Iteration 38Q: 3 clusters Score -121437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -121439.632812 Penalty: 2370.451904
	Iteration 39Q: 3 clusters Score -121439.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -121440.062500 Penalty: 2370.451904
	Iteration 40F: 3 clusters Score -121440.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -121440.679688 Penalty: 2370.451904
	Iteration 41Q: 3 clusters Score -121440.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -121443.445312 Penalty: 2370.451904
	Iteration 42Q: 3 clusters Score -121443.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -121445.750000 Penalty: 2370.451904
	Iteration 43Q: 3 clusters Score -121445.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -121450.367188 Penalty: 2370.451904
	Iteration 44Q: 3 clusters Score -121450.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -121456.531250 Penalty: 2370.451904
	Iteration 45Q: 3 clusters Score -121456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -121459.742188 Penalty: 2370.451904
	Iteration 46Q: 3 clusters Score -121459.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -121461.281250 Penalty: 2370.451904
	Iteration 47Q: 3 clusters Score -121461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -121465.929688 Penalty: 2370.451904
	Iteration 48Q: 3 clusters Score -121465.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -121468.226562 Penalty: 2370.451904
	Iteration 49Q: 3 clusters Score -121468.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -121476.132812 Penalty: 2370.451904
	Iteration 50Q: 3 clusters Score -121476.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121479.195312 Penalty: 2370.451904
	Iteration 51Q: 3 clusters Score -121479.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -121479.195312 Penalty: 2370.451904
	Iteration 52F: 3 clusters Score -121479.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Entering Unmasked Estep 
Score: -74974.445312 Penalty: 1102.657959
	Iteration 0F: 2 clusters Score -74974.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -73593.703125 Penalty: 2205.315918
	Iteration 0F: 3 clusters Score -73593.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -73819.625000 Penalty: 2205.315918
	Iteration 1F: 3 clusters Score -73819.62 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -73885.390625 Penalty: 2205.315918
	Iteration 2F: 3 clusters Score -73885.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -73921.257812 Penalty: 2205.315918
	Iteration 3Q: 3 clusters Score -73921.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -73949.828125 Penalty: 2205.315918
	Iteration 4Q: 3 clusters Score -73949.83 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73970.093750 Penalty: 2205.315918
	Iteration 5Q: 3 clusters Score -73970.09 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -73987.320312 Penalty: 2205.315918
	Iteration 6Q: 3 clusters Score -73987.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -73995.992188 Penalty: 2205.315918
	Iteration 7Q: 3 clusters Score -73995.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -74013.859375 Penalty: 2205.315918
	Iteration 8Q: 3 clusters Score -74013.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -74029.187500 Penalty: 2205.315918
	Iteration 9Q: 3 clusters Score -74029.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -74035.539062 Penalty: 2205.315918
	Iteration 10Q: 3 clusters Score -74035.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -74037.023438 Penalty: 2205.315918
	Iteration 11Q: 3 clusters Score -74037.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74039.117188 Penalty: 2205.315918
	Iteration 12Q: 3 clusters Score -74039.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -74040.750000 Penalty: 2205.315918
	Iteration 13Q: 3 clusters Score -74040.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -74044.085938 Penalty: 2205.315918
	Iteration 14Q: 3 clusters Score -74044.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -74048.164062 Penalty: 2205.315918
	Iteration 15Q: 3 clusters Score -74048.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -74052.000000 Penalty: 2205.315918
	Iteration 16Q: 3 clusters Score -74052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -74053.929688 Penalty: 2205.315918
	Iteration 17Q: 3 clusters Score -74053.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -74061.484375 Penalty: 2205.315918
	Iteration 18Q: 3 clusters Score -74061.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -74070.406250 Penalty: 2205.315918
	Iteration 19Q: 3 clusters Score -74070.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -74076.242188 Penalty: 2205.315918
	Iteration 20F: 3 clusters Score -74076.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -74080.304688 Penalty: 2205.315918
	Iteration 21Q: 3 clusters Score -74080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -74088.445312 Penalty: 2205.315918
	Iteration 22Q: 3 clusters Score -74088.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -74100.515625 Penalty: 2205.315918
	Iteration 23Q: 3 clusters Score -74100.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -74110.546875 Penalty: 2205.315918
	Iteration 24Q: 3 clusters Score -74110.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -74119.468750 Penalty: 2205.315918
	Iteration 25Q: 3 clusters Score -74119.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -74134.820312 Penalty: 2205.315918
	Iteration 26Q: 3 clusters Score -74134.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -74154.812500 Penalty: 2205.315918
	Iteration 27Q: 3 clusters Score -74154.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -74173.804688 Penalty: 2205.315918
	Iteration 28Q: 3 clusters Score -74173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -74200.789062 Penalty: 2205.315918
	Iteration 29Q: 3 clusters Score -74200.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -74239.484375 Penalty: 2205.315918
	Iteration 30Q: 3 clusters Score -74239.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -74276.460938 Penalty: 2205.315918
	Iteration 31Q: 3 clusters Score -74276.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -74312.664062 Penalty: 2205.315918
	Iteration 32Q: 3 clusters Score -74312.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -74331.312500 Penalty: 2205.315918
	Iteration 33Q: 3 clusters Score -74331.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -74347.843750 Penalty: 2205.315918
	Iteration 34Q: 3 clusters Score -74347.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -74356.273438 Penalty: 2205.315918
	Iteration 35Q: 3 clusters Score -74356.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -74359.523438 Penalty: 2205.315918
	Iteration 36Q: 3 clusters Score -74359.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74360.937500 Penalty: 2205.315918
	Iteration 37Q: 3 clusters Score -74360.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -74364.023438 Penalty: 2205.315918
	Iteration 38Q: 3 clusters Score -74364.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -74367.851562 Penalty: 2205.315918
	Iteration 39Q: 3 clusters Score -74367.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -74367.851562 Penalty: 2205.315918
	Iteration 40F: 3 clusters Score -74367.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Entering Unmasked Estep 
Score: -93332.054688 Penalty: 1141.071167
	Iteration 0F: 2 clusters Score -93332.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -91780.460938 Penalty: 2282.142334
	Iteration 0F: 3 clusters Score -91780.46 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92095.250000 Penalty: 2282.142334
	Iteration 1F: 3 clusters Score -92095.25 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92196.710938 Penalty: 2282.142334
	Iteration 2F: 3 clusters Score -92196.71 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -92272.312500 Penalty: 2282.142334
	Iteration 3F: 3 clusters Score -92272.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -92326.554688 Penalty: 2282.142334
	Iteration 4Q: 3 clusters Score -92326.55 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -92399.484375 Penalty: 2282.142334
	Iteration 5Q: 3 clusters Score -92399.48 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -92473.273438 Penalty: 2282.142334
	Iteration 6Q: 3 clusters Score -92473.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -92553.320312 Penalty: 2282.142334
	Iteration 7Q: 3 clusters Score -92553.32 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92613.617188 Penalty: 2282.142334
	Iteration 8Q: 3 clusters Score -92613.62 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92666.773438 Penalty: 2282.142334
	Iteration 9Q: 3 clusters Score -92666.77 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -92720.679688 Penalty: 2282.142334
	Iteration 10Q: 3 clusters Score -92720.68 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92800.007812 Penalty: 2282.142334
	Iteration 11Q: 3 clusters Score -92800.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92933.226562 Penalty: 2282.142334
	Iteration 12Q: 3 clusters Score -92933.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93195.414062 Penalty: 2282.142334
	Iteration 13Q: 3 clusters Score -93195.41 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93408.531250 Penalty: 2282.142334
	Iteration 14Q: 3 clusters Score -93408.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93445.812500 Penalty: 2282.142334
	Iteration 15Q: 3 clusters Score -93445.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93449.210938 Penalty: 2282.142334
	Iteration 16Q: 3 clusters Score -93449.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93449.210938 Penalty: 2282.142334
	Iteration 17F: 3 clusters Score -93449.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 548 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Mstep: Class 40 contains 573 members 
Entering Unmasked Estep 
Score: -40890076.000000 Penalty: 85108.453125
Splitting cluster 35 changes total score from -40891044.000000 to -40890076.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (1792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Entering Unmasked Estep 
Score: -134284.750000 Penalty: 1217.301758
	Iteration 0F: 2 clusters Score -134284.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -132353.765625 Penalty: 2434.603516
	Iteration 0F: 3 clusters Score -132353.8 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132771.687500 Penalty: 2434.603516
	Iteration 1F: 3 clusters Score -132771.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -132902.750000 Penalty: 2434.603516
	Iteration 2F: 3 clusters Score -132902.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133004.609375 Penalty: 2434.603516
	Iteration 3F: 3 clusters Score -133004.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133081.203125 Penalty: 2434.603516
	Iteration 4Q: 3 clusters Score -133081.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133139.609375 Penalty: 2434.603516
	Iteration 5Q: 3 clusters Score -133139.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133174.890625 Penalty: 2434.603516
	Iteration 6Q: 3 clusters Score -133174.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -133202.687500 Penalty: 2434.603516
	Iteration 7Q: 3 clusters Score -133202.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -133227.062500 Penalty: 2434.603516
	Iteration 8Q: 3 clusters Score -133227.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -133252.781250 Penalty: 2434.603516
	Iteration 9Q: 3 clusters Score -133252.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133268.234375 Penalty: 2434.603516
	Iteration 10Q: 3 clusters Score -133268.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -133278.187500 Penalty: 2434.603516
	Iteration 11Q: 3 clusters Score -133278.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -133285.875000 Penalty: 2434.603516
	Iteration 12Q: 3 clusters Score -133285.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -133295.421875 Penalty: 2434.603516
	Iteration 13Q: 3 clusters Score -133295.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -133305.500000 Penalty: 2434.603516
	Iteration 14Q: 3 clusters Score -133305.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -133311.671875 Penalty: 2434.603516
	Iteration 15Q: 3 clusters Score -133311.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -133317.218750 Penalty: 2434.603516
	Iteration 16Q: 3 clusters Score -133317.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -133324.109375 Penalty: 2434.603516
	Iteration 17Q: 3 clusters Score -133324.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -133328.953125 Penalty: 2434.603516
	Iteration 18Q: 3 clusters Score -133329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133330.812500 Penalty: 2434.603516
	Iteration 19Q: 3 clusters Score -133330.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -133332.500000 Penalty: 2434.603516
	Iteration 20F: 3 clusters Score -133332.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133336.312500 Penalty: 2434.603516
	Iteration 21Q: 3 clusters Score -133336.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -133341.578125 Penalty: 2434.603516
	Iteration 22Q: 3 clusters Score -133341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -133350.171875 Penalty: 2434.603516
	Iteration 23Q: 3 clusters Score -133350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133362.796875 Penalty: 2434.603516
	Iteration 24Q: 3 clusters Score -133362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -133370.468750 Penalty: 2434.603516
	Iteration 25Q: 3 clusters Score -133370.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133375.656250 Penalty: 2434.603516
	Iteration 26Q: 3 clusters Score -133375.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -133376.812500 Penalty: 2434.603516
	Iteration 27Q: 3 clusters Score -133376.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133378.750000 Penalty: 2434.603516
	Iteration 28Q: 3 clusters Score -133378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -133380.687500 Penalty: 2434.603516
	Iteration 29Q: 3 clusters Score -133380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133384.562500 Penalty: 2434.603516
	Iteration 30Q: 3 clusters Score -133384.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -133385.859375 Penalty: 2434.603516
	Iteration 31Q: 3 clusters Score -133385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133386.140625 Penalty: 2434.603516
	Iteration 32Q: 3 clusters Score -133386.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -133386.140625 Penalty: 2434.603516
	Iteration 33F: 3 clusters Score -133386.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -334646.812500 Penalty: 1340.258301
	Iteration 0F: 2 clusters Score -334646.8 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 1891 members 
Entering Unmasked Estep 
Score: -331393.062500 Penalty: 2680.516602
	Iteration 0F: 3 clusters Score -331393.1 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -332173.375000 Penalty: 2680.516602
	Iteration 1F: 3 clusters Score -332173.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -332324.593750 Penalty: 2680.516602
	Iteration 2F: 3 clusters Score -332324.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -332452.656250 Penalty: 2680.516602
	Iteration 3F: 3 clusters Score -332452.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -332550.750000 Penalty: 2680.516602
	Iteration 4Q: 3 clusters Score -332550.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -332629.812500 Penalty: 2680.516602
	Iteration 5Q: 3 clusters Score -332629.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -332697.281250 Penalty: 2680.516602
	Iteration 6Q: 3 clusters Score -332697.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -332754.593750 Penalty: 2680.516602
	Iteration 7Q: 3 clusters Score -332754.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -332807.593750 Penalty: 2680.516602
	Iteration 8Q: 3 clusters Score -332807.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -332860.593750 Penalty: 2680.516602
	Iteration 9Q: 3 clusters Score -332860.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -332923.156250 Penalty: 2680.516602
	Iteration 10Q: 3 clusters Score -332923.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -332993.437500 Penalty: 2680.516602
	Iteration 11Q: 3 clusters Score -332993.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -333078.156250 Penalty: 2680.516602
	Iteration 12Q: 3 clusters Score -333078.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -333153.937500 Penalty: 2680.516602
	Iteration 13Q: 3 clusters Score -333153.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -333247.718750 Penalty: 2680.516602
	Iteration 14Q: 3 clusters Score -333247.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -333339.843750 Penalty: 2680.516602
	Iteration 15Q: 3 clusters Score -333339.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -333399.750000 Penalty: 2680.516602
	Iteration 16Q: 3 clusters Score -333399.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -333440.531250 Penalty: 2680.516602
	Iteration 17Q: 3 clusters Score -333440.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -333486.250000 Penalty: 2680.516602
	Iteration 18Q: 3 clusters Score -333486.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -333515.968750 Penalty: 2680.516602
	Iteration 19Q: 3 clusters Score -333516 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -333533.906250 Penalty: 2680.516602
	Iteration 20F: 3 clusters Score -333533.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -333548.468750 Penalty: 2680.516602
	Iteration 21Q: 3 clusters Score -333548.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -333564.437500 Penalty: 2680.516602
	Iteration 22Q: 3 clusters Score -333564.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -333584.937500 Penalty: 2680.516602
	Iteration 23Q: 3 clusters Score -333584.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -333604.562500 Penalty: 2680.516602
	Iteration 24Q: 3 clusters Score -333604.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -333617.843750 Penalty: 2680.516602
	Iteration 25Q: 3 clusters Score -333617.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -333628.843750 Penalty: 2680.516602
	Iteration 26Q: 3 clusters Score -333628.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -333636.000000 Penalty: 2680.516602
	Iteration 27Q: 3 clusters Score -333636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -333641.093750 Penalty: 2680.516602
	Iteration 28Q: 3 clusters Score -333641.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -333644.375000 Penalty: 2680.516602
	Iteration 29Q: 3 clusters Score -333644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -333645.156250 Penalty: 2680.516602
	Iteration 30Q: 3 clusters Score -333645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -333646.031250 Penalty: 2680.516602
	Iteration 31Q: 3 clusters Score -333646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -333646.031250 Penalty: 2680.516602
	Iteration 32F: 3 clusters Score -333646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Entering Unmasked Estep 
Score: -142829.859375 Penalty: 1220.800415
	Iteration 0F: 2 clusters Score -142829.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -140855.250000 Penalty: 2441.600830
	Iteration 0F: 3 clusters Score -140855.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -141277.140625 Penalty: 2441.600830
	Iteration 1F: 3 clusters Score -141277.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -141408.718750 Penalty: 2441.600830
	Iteration 2F: 3 clusters Score -141408.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -141508.906250 Penalty: 2441.600830
	Iteration 3F: 3 clusters Score -141508.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -141592.015625 Penalty: 2441.600830
	Iteration 4Q: 3 clusters Score -141592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141653.546875 Penalty: 2441.600830
	Iteration 5Q: 3 clusters Score -141653.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -141709.562500 Penalty: 2441.600830
	Iteration 6Q: 3 clusters Score -141709.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -141769.968750 Penalty: 2441.600830
	Iteration 7Q: 3 clusters Score -141770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -141849.781250 Penalty: 2441.600830
	Iteration 8Q: 3 clusters Score -141849.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -141914.875000 Penalty: 2441.600830
	Iteration 9Q: 3 clusters Score -141914.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -141978.421875 Penalty: 2441.600830
	Iteration 10Q: 3 clusters Score -141978.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142042.015625 Penalty: 2441.600830
	Iteration 11Q: 3 clusters Score -142042 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -142087.812500 Penalty: 2441.600830
	Iteration 12Q: 3 clusters Score -142087.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -142122.843750 Penalty: 2441.600830
	Iteration 13Q: 3 clusters Score -142122.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -142146.390625 Penalty: 2441.600830
	Iteration 14Q: 3 clusters Score -142146.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -142160.062500 Penalty: 2441.600830
	Iteration 15Q: 3 clusters Score -142160.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -142167.500000 Penalty: 2441.600830
	Iteration 16Q: 3 clusters Score -142167.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142176.015625 Penalty: 2441.600830
	Iteration 17Q: 3 clusters Score -142176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -142191.515625 Penalty: 2441.600830
	Iteration 18Q: 3 clusters Score -142191.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -142208.421875 Penalty: 2441.600830
	Iteration 19Q: 3 clusters Score -142208.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -142219.625000 Penalty: 2441.600830
	Iteration 20F: 3 clusters Score -142219.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -142227.031250 Penalty: 2441.600830
	Iteration 21Q: 3 clusters Score -142227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -142233.046875 Penalty: 2441.600830
	Iteration 22Q: 3 clusters Score -142233 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142237.203125 Penalty: 2441.600830
	Iteration 23Q: 3 clusters Score -142237.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -142238.500000 Penalty: 2441.600830
	Iteration 24Q: 3 clusters Score -142238.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142238.890625 Penalty: 2441.600830
	Iteration 25Q: 3 clusters Score -142238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -142238.890625 Penalty: 2441.600830
	Iteration 26F: 3 clusters Score -142238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Entering Unmasked Estep 
Score: -1068033.500000 Penalty: 1527.776855
	Iteration 0F: 2 clusters Score -1068034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1059520.000000 Penalty: 3055.553711
	Iteration 0F: 3 clusters Score -1059520 nChanged 5307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1062589.375000 Penalty: 3055.553711
	Iteration 1F: 3 clusters Score -1062589 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1063128.500000 Penalty: 3055.553711
	Iteration 2F: 3 clusters Score -1063128 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1063691.875000 Penalty: 3055.553711
	Iteration 3F: 3 clusters Score -1063692 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1064266.875000 Penalty: 3055.553711
	Iteration 4F: 3 clusters Score -1064267 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1064757.875000 Penalty: 3055.553711
	Iteration 5F: 3 clusters Score -1064758 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1065131.750000 Penalty: 3055.553711
	Iteration 6F: 3 clusters Score -1065132 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1065455.500000 Penalty: 3055.553711
	Iteration 7Q: 3 clusters Score -1065456 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1065731.625000 Penalty: 3055.553711
	Iteration 8Q: 3 clusters Score -1065732 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1065954.375000 Penalty: 3055.553711
	Iteration 9Q: 3 clusters Score -1065954 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1066124.000000 Penalty: 3055.553711
	Iteration 10Q: 3 clusters Score -1066124 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1066227.125000 Penalty: 3055.553711
	Iteration 11Q: 3 clusters Score -1066227 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1066303.125000 Penalty: 3055.553711
	Iteration 12Q: 3 clusters Score -1066303 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1066369.500000 Penalty: 3055.553711
	Iteration 13Q: 3 clusters Score -1066370 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1066415.125000 Penalty: 3055.553711
	Iteration 14Q: 3 clusters Score -1066415 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1066447.000000 Penalty: 3055.553711
	Iteration 15Q: 3 clusters Score -1066447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1066475.500000 Penalty: 3055.553711
	Iteration 16Q: 3 clusters Score -1066476 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1066508.625000 Penalty: 3055.553711
	Iteration 17Q: 3 clusters Score -1066509 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1066530.000000 Penalty: 3055.553711
	Iteration 18Q: 3 clusters Score -1066530 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1066555.750000 Penalty: 3055.553711
	Iteration 19Q: 3 clusters Score -1066556 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1066580.375000 Penalty: 3055.553711
	Iteration 20F: 3 clusters Score -1066580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1066600.875000 Penalty: 3055.553711
	Iteration 21Q: 3 clusters Score -1066601 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1066622.625000 Penalty: 3055.553711
	Iteration 22Q: 3 clusters Score -1066623 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1066643.625000 Penalty: 3055.553711
	Iteration 23Q: 3 clusters Score -1066644 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1066663.125000 Penalty: 3055.553711
	Iteration 24Q: 3 clusters Score -1066663 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1066682.250000 Penalty: 3055.553711
	Iteration 25Q: 3 clusters Score -1066682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1066695.875000 Penalty: 3055.553711
	Iteration 26Q: 3 clusters Score -1066696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1066712.250000 Penalty: 3055.553711
	Iteration 27Q: 3 clusters Score -1066712 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1066722.750000 Penalty: 3055.553711
	Iteration 28Q: 3 clusters Score -1066723 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1066734.375000 Penalty: 3055.553711
	Iteration 29Q: 3 clusters Score -1066734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1066736.750000 Penalty: 3055.553711
	Iteration 30Q: 3 clusters Score -1066737 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1066747.125000 Penalty: 3055.553711
	Iteration 31Q: 3 clusters Score -1066747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -1066757.875000 Penalty: 3055.553711
	Iteration 32Q: 3 clusters Score -1066758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1066771.375000 Penalty: 3055.553711
	Iteration 33Q: 3 clusters Score -1066771 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1066779.250000 Penalty: 3055.553711
	Iteration 34Q: 3 clusters Score -1066779 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1066783.500000 Penalty: 3055.553711
	Iteration 35Q: 3 clusters Score -1066784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1066792.750000 Penalty: 3055.553711
	Iteration 36Q: 3 clusters Score -1066793 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1066804.875000 Penalty: 3055.553711
	Iteration 37Q: 3 clusters Score -1066805 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1066814.750000 Penalty: 3055.553711
	Iteration 38Q: 3 clusters Score -1066815 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1066830.625000 Penalty: 3055.553711
	Iteration 39Q: 3 clusters Score -1066831 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1066841.875000 Penalty: 3055.553711
	Iteration 40F: 3 clusters Score -1066842 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1066857.125000 Penalty: 3055.553711
	Iteration 41Q: 3 clusters Score -1066857 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1066864.500000 Penalty: 3055.553711
	Iteration 42Q: 3 clusters Score -1066864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1066875.625000 Penalty: 3055.553711
	Iteration 43Q: 3 clusters Score -1066876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1066885.500000 Penalty: 3055.553711
	Iteration 44Q: 3 clusters Score -1066886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -1066900.625000 Penalty: 3055.553711
	Iteration 45Q: 3 clusters Score -1066901 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -1066919.000000 Penalty: 3055.553711
	Iteration 46Q: 3 clusters Score -1066919 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1066933.250000 Penalty: 3055.553711
	Iteration 47Q: 3 clusters Score -1066933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1066948.250000 Penalty: 3055.553711
	Iteration 48Q: 3 clusters Score -1066948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1066962.750000 Penalty: 3055.553711
	Iteration 49Q: 3 clusters Score -1066963 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1066979.375000 Penalty: 3055.553711
	Iteration 50Q: 3 clusters Score -1066979 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1066993.250000 Penalty: 3055.553711
	Iteration 51Q: 3 clusters Score -1066993 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1067009.875000 Penalty: 3055.553711
	Iteration 52Q: 3 clusters Score -1067010 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1067028.625000 Penalty: 3055.553711
	Iteration 53Q: 3 clusters Score -1067029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1067040.625000 Penalty: 3055.553711
	Iteration 54Q: 3 clusters Score -1067041 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -1067054.000000 Penalty: 3055.553711
	Iteration 55Q: 3 clusters Score -1067054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1067065.125000 Penalty: 3055.553711
	Iteration 56Q: 3 clusters Score -1067065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1067075.500000 Penalty: 3055.553711
	Iteration 57Q: 3 clusters Score -1067076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1067092.375000 Penalty: 3055.553711
	Iteration 58Q: 3 clusters Score -1067092 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1067105.750000 Penalty: 3055.553711
	Iteration 59Q: 3 clusters Score -1067106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -1067120.125000 Penalty: 3055.553711
	Iteration 60F: 3 clusters Score -1067120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1067132.125000 Penalty: 3055.553711
	Iteration 61Q: 3 clusters Score -1067132 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1067139.250000 Penalty: 3055.553711
	Iteration 62Q: 3 clusters Score -1067139 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1067151.250000 Penalty: 3055.553711
	Iteration 63Q: 3 clusters Score -1067151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -1067155.125000 Penalty: 3055.553711
	Iteration 64Q: 3 clusters Score -1067155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1067158.625000 Penalty: 3055.553711
	Iteration 65Q: 3 clusters Score -1067159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1067163.375000 Penalty: 3055.553711
	Iteration 66Q: 3 clusters Score -1067163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1067168.625000 Penalty: 3055.553711
	Iteration 67Q: 3 clusters Score -1067169 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1067173.125000 Penalty: 3055.553711
	Iteration 68Q: 3 clusters Score -1067173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -1067175.250000 Penalty: 3055.553711
	Iteration 69Q: 3 clusters Score -1067175 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1067178.875000 Penalty: 3055.553711
	Iteration 70Q: 3 clusters Score -1067179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1067183.375000 Penalty: 3055.553711
	Iteration 71Q: 3 clusters Score -1067183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1067183.750000 Penalty: 3055.553711
	Iteration 72Q: 3 clusters Score -1067184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1067188.000000 Penalty: 3055.553711
	Iteration 73Q: 3 clusters Score -1067188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1067189.625000 Penalty: 3055.553711
	Iteration 74Q: 3 clusters Score -1067190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1067193.125000 Penalty: 3055.553711
	Iteration 75Q: 3 clusters Score -1067193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -1067196.750000 Penalty: 3055.553711
	Iteration 76Q: 3 clusters Score -1067197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1067199.875000 Penalty: 3055.553711
	Iteration 77Q: 3 clusters Score -1067200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -1067203.125000 Penalty: 3055.553711
	Iteration 78Q: 3 clusters Score -1067203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1067205.250000 Penalty: 3055.553711
	Iteration 79Q: 3 clusters Score -1067205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1067207.875000 Penalty: 3055.553711
	Iteration 80F: 3 clusters Score -1067208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1067208.000000 Penalty: 3055.553711
	Iteration 81Q: 3 clusters Score -1067208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1067210.500000 Penalty: 3055.553711
	Iteration 82Q: 3 clusters Score -1067210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1067211.750000 Penalty: 3055.553711
	Iteration 83Q: 3 clusters Score -1067212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1067215.000000 Penalty: 3055.553711
	Iteration 84Q: 3 clusters Score -1067215 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1067217.875000 Penalty: 3055.553711
	Iteration 85Q: 3 clusters Score -1067218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1067225.125000 Penalty: 3055.553711
	Iteration 86Q: 3 clusters Score -1067225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1067233.125000 Penalty: 3055.553711
	Iteration 87Q: 3 clusters Score -1067233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1067238.750000 Penalty: 3055.553711
	Iteration 88Q: 3 clusters Score -1067239 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -1067244.500000 Penalty: 3055.553711
	Iteration 89Q: 3 clusters Score -1067244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1067261.750000 Penalty: 3055.553711
	Iteration 90Q: 3 clusters Score -1067262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1067283.500000 Penalty: 3055.553711
	Iteration 91Q: 3 clusters Score -1067284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1067309.625000 Penalty: 3055.553711
	Iteration 92Q: 3 clusters Score -1067310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -1067346.625000 Penalty: 3055.553711
	Iteration 93Q: 3 clusters Score -1067347 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -1067373.750000 Penalty: 3055.553711
	Iteration 94Q: 3 clusters Score -1067374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1067408.625000 Penalty: 3055.553711
	Iteration 95Q: 3 clusters Score -1067409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1067441.125000 Penalty: 3055.553711
	Iteration 96Q: 3 clusters Score -1067441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1067457.750000 Penalty: 3055.553711
	Iteration 97Q: 3 clusters Score -1067458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1067469.750000 Penalty: 3055.553711
	Iteration 98Q: 3 clusters Score -1067470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -1067476.000000 Penalty: 3055.553711
	Iteration 99Q: 3 clusters Score -1067476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -1067477.000000 Penalty: 3055.553711
	Iteration 100F: 3 clusters Score -1067477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -1067477.250000 Penalty: 3055.553711
	Iteration 101Q: 3 clusters Score -1067477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1067479.625000 Penalty: 3055.553711
	Iteration 102Q: 3 clusters Score -1067480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1067479.750000 Penalty: 3055.553711
	Iteration 103Q: 3 clusters Score -1067480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1067482.375000 Penalty: 3055.553711
	Iteration 104Q: 3 clusters Score -1067482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1067481.750000 Penalty: 3055.553711
	Iteration 105Q: 3 clusters Score -1067482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -1067481.750000 Penalty: 3055.553711
	Iteration 106F: 3 clusters Score -1067482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 18678 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20585 members 
Mstep: Class 5 contains 1572 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 35973 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16007 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6025 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12019 members 
Mstep: Class 14 contains 22187 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4942 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37718 members 
Mstep: Class 20 contains 25268 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 9031 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1011 members 
Mstep: Class 25 contains 13305 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15404 members 
Mstep: Class 28 contains 3743 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1792 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891004.000000 Penalty: 82980.742188
Iteration 119Q: 40 clusters Score -4.0891e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18677 members 
Mstep: Class 3 contains 3419 members 
Mstep: Class 4 contains 20558 members 
Mstep: Class 5 contains 1571 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 35975 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16010 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12025 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 12641 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 4930 members 
Mstep: Class 18 contains 2225 members 
Mstep: Class 19 contains 37719 members 
Mstep: Class 20 contains 25256 members 
Mstep: Class 21 contains 8496 members 
Mstep: Class 22 contains 9013 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1014 members 
Mstep: Class 25 contains 13308 members 
Mstep: Class 26 contains 3507 members 
Mstep: Class 27 contains 15431 members 
Mstep: Class 28 contains 3732 members 
Mstep: Class 29 contains 111852 members 
Mstep: Class 30 contains 48506 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1471 members 
Mstep: Class 34 contains 885 members 
Mstep: Class 35 contains 1121 members 
Mstep: Class 36 contains 1823 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 1836 members 
Mstep: Class 39 contains 12110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891204.000000 Penalty: 82980.742188
Iteration 120F: 40 clusters Score -4.08912e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18676 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 20536 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 35979 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16002 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 968 members 
Mstep: Class 13 contains 12024 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 12637 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 4914 members 
Mstep: Class 18 contains 2231 members 
Mstep: Class 19 contains 37716 members 
Mstep: Class 20 contains 25251 members 
Mstep: Class 21 contains 8503 members 
Mstep: Class 22 contains 8997 members 
Mstep: Class 23 contains 3111 members 
Mstep: Class 24 contains 1021 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 15455 members 
Mstep: Class 28 contains 3713 members 
Mstep: Class 29 contains 111847 members 
Mstep: Class 30 contains 48507 members 
Mstep: Class 31 contains 2782 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1470 members 
Mstep: Class 34 contains 884 members 
Mstep: Class 35 contains 1123 members 
Mstep: Class 36 contains 1859 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1845 members 
Mstep: Class 39 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891232.000000 Penalty: 82980.742188
Iteration 121Q: 40 clusters Score -4.089123e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20502 members 
Mstep: Class 5 contains 1560 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 35985 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15997 members 
Mstep: Class 10 contains 2512 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 12027 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 12634 members 
Mstep: Class 16 contains 11413 members 
Mstep: Class 17 contains 4894 members 
Mstep: Class 18 contains 2243 members 
Mstep: Class 19 contains 37714 members 
Mstep: Class 20 contains 25247 members 
Mstep: Class 21 contains 8505 members 
Mstep: Class 22 contains 8978 members 
Mstep: Class 23 contains 3110 members 
Mstep: Class 24 contains 1023 members 
Mstep: Class 25 contains 13313 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 15486 members 
Mstep: Class 28 contains 3696 members 
Mstep: Class 29 contains 111841 members 
Mstep: Class 30 contains 48506 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 1999 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 884 members 
Mstep: Class 35 contains 1125 members 
Mstep: Class 36 contains 1905 members 
Mstep: Class 37 contains 3818 members 
Mstep: Class 38 contains 1852 members 
Mstep: Class 39 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891324.000000 Penalty: 82980.742188
Iteration 122Q: 40 clusters Score -4.089132e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18676 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 20467 members 
Mstep: Class 5 contains 1553 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 35989 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2515 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 969 members 
Mstep: Class 13 contains 12029 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 12633 members 
Mstep: Class 16 contains 11414 members 
Mstep: Class 17 contains 4873 members 
Mstep: Class 18 contains 2247 members 
Mstep: Class 19 contains 37713 members 
Mstep: Class 20 contains 25246 members 
Mstep: Class 21 contains 8503 members 
Mstep: Class 22 contains 8969 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1025 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 3510 members 
Mstep: Class 27 contains 15511 members 
Mstep: Class 28 contains 3681 members 
Mstep: Class 29 contains 111834 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2784 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 883 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 1974 members 
Mstep: Class 37 contains 3816 members 
Mstep: Class 38 contains 1852 members 
Mstep: Class 39 contains 12109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891472.000000 Penalty: 82980.742188
Iteration 123Q: 40 clusters Score -4.089147e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18676 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20434 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 35999 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2516 members 
Mstep: Class 11 contains 6027 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12039 members 
Mstep: Class 14 contains 22182 members 
Mstep: Class 15 contains 12632 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 4854 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 37710 members 
Mstep: Class 20 contains 25238 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 8965 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1024 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 15530 members 
Mstep: Class 28 contains 3669 members 
Mstep: Class 29 contains 111823 members 
Mstep: Class 30 contains 48493 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 882 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2039 members 
Mstep: Class 37 contains 3817 members 
Mstep: Class 38 contains 1847 members 
Mstep: Class 39 contains 12106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891440.000000 Penalty: 82980.742188
Iteration 124Q: 40 clusters Score -4.089144e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18676 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 20400 members 
Mstep: Class 5 contains 1547 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 36009 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2517 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12046 members 
Mstep: Class 14 contains 22184 members 
Mstep: Class 15 contains 12630 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 4843 members 
Mstep: Class 18 contains 2249 members 
Mstep: Class 19 contains 37703 members 
Mstep: Class 20 contains 25233 members 
Mstep: Class 21 contains 8502 members 
Mstep: Class 22 contains 8934 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1024 members 
Mstep: Class 25 contains 13326 members 
Mstep: Class 26 contains 3509 members 
Mstep: Class 27 contains 15547 members 
Mstep: Class 28 contains 3658 members 
Mstep: Class 29 contains 111821 members 
Mstep: Class 30 contains 48492 members 
Mstep: Class 31 contains 2785 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 881 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2096 members 
Mstep: Class 37 contains 3817 members 
Mstep: Class 38 contains 1846 members 
Mstep: Class 39 contains 12107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891552.000000 Penalty: 82980.742188
Iteration 125Q: 40 clusters Score -4.089155e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20372 members 
Mstep: Class 5 contains 1549 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 36013 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12053 members 
Mstep: Class 14 contains 22182 members 
Mstep: Class 15 contains 12629 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 4836 members 
Mstep: Class 18 contains 2252 members 
Mstep: Class 19 contains 37702 members 
Mstep: Class 20 contains 25225 members 
Mstep: Class 21 contains 8502 members 
Mstep: Class 22 contains 8906 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 13333 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 15561 members 
Mstep: Class 28 contains 3654 members 
Mstep: Class 29 contains 111812 members 
Mstep: Class 30 contains 48492 members 
Mstep: Class 31 contains 2786 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2133 members 
Mstep: Class 37 contains 3819 members 
Mstep: Class 38 contains 1844 members 
Mstep: Class 39 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891524.000000 Penalty: 82980.742188
Iteration 126Q: 40 clusters Score -4.089152e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 20340 members 
Mstep: Class 5 contains 1550 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 36026 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2513 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12059 members 
Mstep: Class 14 contains 22181 members 
Mstep: Class 15 contains 12628 members 
Mstep: Class 16 contains 11412 members 
Mstep: Class 17 contains 4822 members 
Mstep: Class 18 contains 2258 members 
Mstep: Class 19 contains 37700 members 
Mstep: Class 20 contains 25214 members 
Mstep: Class 21 contains 8501 members 
Mstep: Class 22 contains 8889 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 3514 members 
Mstep: Class 27 contains 15578 members 
Mstep: Class 28 contains 3643 members 
Mstep: Class 29 contains 111803 members 
Mstep: Class 30 contains 48497 members 
Mstep: Class 31 contains 2788 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 878 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2182 members 
Mstep: Class 37 contains 3820 members 
Mstep: Class 38 contains 1840 members 
Mstep: Class 39 contains 12123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891480.000000 Penalty: 82980.742188
Iteration 127Q: 40 clusters Score -4.089148e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 20323 members 
Mstep: Class 5 contains 1546 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 36025 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15983 members 
Mstep: Class 10 contains 2518 members 
Mstep: Class 11 contains 6048 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12069 members 
Mstep: Class 14 contains 22184 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 4811 members 
Mstep: Class 18 contains 2261 members 
Mstep: Class 19 contains 37700 members 
Mstep: Class 20 contains 25208 members 
Mstep: Class 21 contains 8500 members 
Mstep: Class 22 contains 8871 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 13329 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 15592 members 
Mstep: Class 28 contains 3639 members 
Mstep: Class 29 contains 111788 members 
Mstep: Class 30 contains 48503 members 
Mstep: Class 31 contains 2790 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2219 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1837 members 
Mstep: Class 39 contains 12125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891604.000000 Penalty: 82980.742188
Iteration 128Q: 40 clusters Score -4.08916e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 20310 members 
Mstep: Class 5 contains 1538 members 
Mstep: Class 6 contains 2674 members 
Mstep: Class 7 contains 36033 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15979 members 
Mstep: Class 10 contains 2521 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12074 members 
Mstep: Class 14 contains 22188 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 4799 members 
Mstep: Class 18 contains 2269 members 
Mstep: Class 19 contains 37700 members 
Mstep: Class 20 contains 25200 members 
Mstep: Class 21 contains 8493 members 
Mstep: Class 22 contains 8859 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1034 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 3513 members 
Mstep: Class 27 contains 15604 members 
Mstep: Class 28 contains 3636 members 
Mstep: Class 29 contains 111769 members 
Mstep: Class 30 contains 48509 members 
Mstep: Class 31 contains 2791 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2248 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1840 members 
Mstep: Class 39 contains 12128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891564.000000 Penalty: 82980.742188
Iteration 129Q: 40 clusters Score -4.089156e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 18672 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 20292 members 
Mstep: Class 5 contains 1530 members 
Mstep: Class 6 contains 2677 members 
Mstep: Class 7 contains 36035 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15977 members 
Mstep: Class 10 contains 2527 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12086 members 
Mstep: Class 14 contains 22192 members 
Mstep: Class 15 contains 12626 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 4791 members 
Mstep: Class 18 contains 2275 members 
Mstep: Class 19 contains 37694 members 
Mstep: Class 20 contains 25194 members 
Mstep: Class 21 contains 8493 members 
Mstep: Class 22 contains 8841 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1036 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 3512 members 
Mstep: Class 27 contains 15617 members 
Mstep: Class 28 contains 3633 members 
Mstep: Class 29 contains 111761 members 
Mstep: Class 30 contains 48502 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 2275 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1837 members 
Mstep: Class 39 contains 12133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891616.000000 Penalty: 82980.742188
Iteration 130Q: 40 clusters Score -4.089162e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3418 members 
Mstep: Class 4 contains 20273 members 
Mstep: Class 5 contains 1527 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 36047 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12089 members 
Mstep: Class 14 contains 22194 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11403 members 
Mstep: Class 17 contains 4781 members 
Mstep: Class 18 contains 2280 members 
Mstep: Class 19 contains 37690 members 
Mstep: Class 20 contains 25188 members 
Mstep: Class 21 contains 8488 members 
Mstep: Class 22 contains 8817 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1037 members 
Mstep: Class 25 contains 13332 members 
Mstep: Class 26 contains 3515 members 
Mstep: Class 27 contains 15628 members 
Mstep: Class 28 contains 3630 members 
Mstep: Class 29 contains 111760 members 
Mstep: Class 30 contains 48502 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 2301 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1837 members 
Mstep: Class 39 contains 12141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891636.000000 Penalty: 82980.742188
Iteration 131Q: 40 clusters Score -4.089164e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 20256 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36056 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15978 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12090 members 
Mstep: Class 14 contains 22191 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11400 members 
Mstep: Class 17 contains 4772 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 37687 members 
Mstep: Class 20 contains 25184 members 
Mstep: Class 21 contains 8486 members 
Mstep: Class 22 contains 8802 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1038 members 
Mstep: Class 25 contains 13331 members 
Mstep: Class 26 contains 3523 members 
Mstep: Class 27 contains 15640 members 
Mstep: Class 28 contains 3627 members 
Mstep: Class 29 contains 111757 members 
Mstep: Class 30 contains 48499 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2329 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1837 members 
Mstep: Class 39 contains 12146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891728.000000 Penalty: 82980.742188
Iteration 132Q: 40 clusters Score -4.089173e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20237 members 
Mstep: Class 5 contains 1520 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 36063 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15980 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6058 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12094 members 
Mstep: Class 14 contains 22188 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11400 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 2288 members 
Mstep: Class 19 contains 37682 members 
Mstep: Class 20 contains 25179 members 
Mstep: Class 21 contains 8485 members 
Mstep: Class 22 contains 8788 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1039 members 
Mstep: Class 25 contains 13330 members 
Mstep: Class 26 contains 3529 members 
Mstep: Class 27 contains 15651 members 
Mstep: Class 28 contains 3626 members 
Mstep: Class 29 contains 111754 members 
Mstep: Class 30 contains 48497 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2353 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1834 members 
Mstep: Class 39 contains 12150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891756.000000 Penalty: 82980.742188
Iteration 133Q: 40 clusters Score -4.089176e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 20215 members 
Mstep: Class 5 contains 1518 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36068 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6061 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12099 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11400 members 
Mstep: Class 17 contains 4763 members 
Mstep: Class 18 contains 2294 members 
Mstep: Class 19 contains 37683 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 8483 members 
Mstep: Class 22 contains 8779 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1039 members 
Mstep: Class 25 contains 13327 members 
Mstep: Class 26 contains 3532 members 
Mstep: Class 27 contains 15660 members 
Mstep: Class 28 contains 3624 members 
Mstep: Class 29 contains 111740 members 
Mstep: Class 30 contains 48492 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 875 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2378 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891708.000000 Penalty: 82980.742188
Iteration 134Q: 40 clusters Score -4.089171e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3414 members 
Mstep: Class 4 contains 20207 members 
Mstep: Class 5 contains 1516 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6064 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12103 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 17 contains 4754 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 37678 members 
Mstep: Class 20 contains 25172 members 
Mstep: Class 21 contains 8482 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1043 members 
Mstep: Class 25 contains 13324 members 
Mstep: Class 26 contains 3542 members 
Mstep: Class 27 contains 15669 members 
Mstep: Class 28 contains 3622 members 
Mstep: Class 29 contains 111730 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 874 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2406 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 12155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891708.000000 Penalty: 82980.742188
Iteration 135Q: 40 clusters Score -4.089171e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 20198 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36068 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15992 members 
Mstep: Class 10 contains 2536 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12115 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 12625 members 
Mstep: Class 16 contains 11399 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 37677 members 
Mstep: Class 20 contains 25165 members 
Mstep: Class 21 contains 8481 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 3109 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 3545 members 
Mstep: Class 27 contains 15674 members 
Mstep: Class 28 contains 3622 members 
Mstep: Class 29 contains 111722 members 
Mstep: Class 30 contains 48490 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 873 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2436 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1830 members 
Mstep: Class 39 contains 12154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891672.000000 Penalty: 82980.742188
Iteration 136Q: 40 clusters Score -4.089167e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3415 members 
Mstep: Class 4 contains 20180 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36069 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15994 members 
Mstep: Class 10 contains 2535 members 
Mstep: Class 11 contains 6066 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12118 members 
Mstep: Class 14 contains 22185 members 
Mstep: Class 15 contains 12624 members 
Mstep: Class 16 contains 11396 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 2295 members 
Mstep: Class 19 contains 37678 members 
Mstep: Class 20 contains 25167 members 
Mstep: Class 21 contains 8482 members 
Mstep: Class 22 contains 8729 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1047 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 3548 members 
Mstep: Class 27 contains 15677 members 
Mstep: Class 28 contains 3619 members 
Mstep: Class 29 contains 111717 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 872 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2460 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891704.000000 Penalty: 82980.742188
Iteration 137Q: 40 clusters Score -4.08917e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3416 members 
Mstep: Class 4 contains 20154 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36076 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15995 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12118 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 12622 members 
Mstep: Class 16 contains 11394 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 8479 members 
Mstep: Class 22 contains 8716 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 3551 members 
Mstep: Class 27 contains 15687 members 
Mstep: Class 28 contains 3618 members 
Mstep: Class 29 contains 111715 members 
Mstep: Class 30 contains 48492 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 871 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2482 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891660.000000 Penalty: 82980.742188
Iteration 138Q: 40 clusters Score -4.089166e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 3420 members 
Mstep: Class 4 contains 20128 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36077 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6071 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 22179 members 
Mstep: Class 15 contains 12622 members 
Mstep: Class 16 contains 11393 members 
Mstep: Class 17 contains 4742 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 37679 members 
Mstep: Class 20 contains 25164 members 
Mstep: Class 21 contains 8475 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1048 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 3557 members 
Mstep: Class 27 contains 15699 members 
Mstep: Class 28 contains 3616 members 
Mstep: Class 29 contains 111711 members 
Mstep: Class 30 contains 48494 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 869 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2507 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1831 members 
Mstep: Class 39 contains 12168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891620.000000 Penalty: 82980.742188
Iteration 139Q: 40 clusters Score -4.089162e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20107 members 
Mstep: Class 5 contains 1513 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 36080 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 22173 members 
Mstep: Class 15 contains 12621 members 
Mstep: Class 16 contains 11392 members 
Mstep: Class 17 contains 4746 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 25163 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 8696 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1047 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 3564 members 
Mstep: Class 27 contains 15704 members 
Mstep: Class 28 contains 3616 members 
Mstep: Class 29 contains 111705 members 
Mstep: Class 30 contains 48495 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 867 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2530 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1833 members 
Mstep: Class 39 contains 12171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891724.000000 Penalty: 82980.742188
Iteration 140F: 40 clusters Score -4.089172e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 18673 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20098 members 
Mstep: Class 5 contains 1512 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 36082 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15999 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 6073 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 22170 members 
Mstep: Class 15 contains 12620 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 4744 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 37675 members 
Mstep: Class 20 contains 25162 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 8693 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 13317 members 
Mstep: Class 26 contains 3572 members 
Mstep: Class 27 contains 15710 members 
Mstep: Class 28 contains 3615 members 
Mstep: Class 29 contains 111699 members 
Mstep: Class 30 contains 48494 members 
Mstep: Class 31 contains 2793 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1467 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2546 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1835 members 
Mstep: Class 39 contains 12173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891732.000000 Penalty: 82980.742188
Iteration 141Q: 40 clusters Score -4.089173e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 20082 members 
Mstep: Class 5 contains 1502 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 36084 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 16000 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 22170 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 4738 members 
Mstep: Class 18 contains 2293 members 
Mstep: Class 19 contains 37672 members 
Mstep: Class 20 contains 25161 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 8681 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 13321 members 
Mstep: Class 26 contains 3578 members 
Mstep: Class 27 contains 15721 members 
Mstep: Class 28 contains 3612 members 
Mstep: Class 29 contains 111697 members 
Mstep: Class 30 contains 48496 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 865 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2568 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1836 members 
Mstep: Class 39 contains 12174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891772.000000 Penalty: 82980.742188
Iteration 142Q: 40 clusters Score -4.089177e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 18675 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 20065 members 
Mstep: Class 5 contains 1498 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 36086 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15999 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6077 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12125 members 
Mstep: Class 14 contains 22169 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 4731 members 
Mstep: Class 18 contains 2291 members 
Mstep: Class 19 contains 37673 members 
Mstep: Class 20 contains 25164 members 
Mstep: Class 21 contains 8472 members 
Mstep: Class 22 contains 8667 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 13323 members 
Mstep: Class 26 contains 3580 members 
Mstep: Class 27 contains 15736 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 111691 members 
Mstep: Class 30 contains 48491 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1466 members 
Mstep: Class 34 contains 863 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2601 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1836 members 
Mstep: Class 39 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891744.000000 Penalty: 82980.742188
Iteration 143Q: 40 clusters Score -4.089174e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 18674 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 20038 members 
Mstep: Class 5 contains 1490 members 
Mstep: Class 6 contains 2686 members 
Mstep: Class 7 contains 36098 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15994 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6081 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22175 members 
Mstep: Class 15 contains 12619 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2292 members 
Mstep: Class 19 contains 37676 members 
Mstep: Class 20 contains 25166 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8647 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1044 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 3581 members 
Mstep: Class 27 contains 15753 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 111689 members 
Mstep: Class 30 contains 48489 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 861 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2632 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1832 members 
Mstep: Class 39 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891828.000000 Penalty: 82980.742188
Iteration 144Q: 40 clusters Score -4.089183e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 18671 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 20017 members 
Mstep: Class 5 contains 1485 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 36103 members 
Mstep: Class 8 contains 772 members 
Mstep: Class 9 contains 15995 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6084 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 22180 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 11386 members 
Mstep: Class 17 contains 4723 members 
Mstep: Class 18 contains 2290 members 
Mstep: Class 19 contains 37671 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8635 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 13318 members 
Mstep: Class 26 contains 3589 members 
Mstep: Class 27 contains 15768 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 111688 members 
Mstep: Class 30 contains 48484 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 860 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2650 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891840.000000 Penalty: 82980.742188
Iteration 145Q: 40 clusters Score -4.089184e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 18670 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 20000 members 
Mstep: Class 5 contains 1478 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6083 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 22183 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 11381 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 2287 members 
Mstep: Class 19 contains 37669 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 8632 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1046 members 
Mstep: Class 25 contains 13319 members 
Mstep: Class 26 contains 3594 members 
Mstep: Class 27 contains 15784 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 111682 members 
Mstep: Class 30 contains 48481 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 858 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2673 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 12179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891796.000000 Penalty: 82980.742188
Iteration 146Q: 40 clusters Score -4.08918e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18669 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19990 members 
Mstep: Class 5 contains 1471 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 36110 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15998 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6088 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 22191 members 
Mstep: Class 15 contains 12618 members 
Mstep: Class 16 contains 11376 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 2286 members 
Mstep: Class 19 contains 37668 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 8624 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1045 members 
Mstep: Class 25 contains 13316 members 
Mstep: Class 26 contains 3599 members 
Mstep: Class 27 contains 15788 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111676 members 
Mstep: Class 30 contains 48481 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 852 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2693 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891772.000000 Penalty: 82980.742188
Iteration 147Q: 40 clusters Score -4.089177e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19980 members 
Mstep: Class 5 contains 1467 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 36113 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15997 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6091 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 22191 members 
Mstep: Class 15 contains 12616 members 
Mstep: Class 16 contains 11373 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 2282 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8615 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 13311 members 
Mstep: Class 26 contains 3615 members 
Mstep: Class 27 contains 15796 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111674 members 
Mstep: Class 30 contains 48481 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 850 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2709 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1828 members 
Mstep: Class 39 contains 12182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891820.000000 Penalty: 82980.742188
Iteration 148Q: 40 clusters Score -4.089182e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19968 members 
Mstep: Class 5 contains 1465 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 36122 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6095 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12119 members 
Mstep: Class 14 contains 22190 members 
Mstep: Class 15 contains 12615 members 
Mstep: Class 16 contains 11372 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 2278 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 25175 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8607 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 13309 members 
Mstep: Class 26 contains 3624 members 
Mstep: Class 27 contains 15799 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111671 members 
Mstep: Class 30 contains 48479 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 850 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2727 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1826 members 
Mstep: Class 39 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891828.000000 Penalty: 82980.742188
Iteration 149Q: 40 clusters Score -4.089183e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 18666 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 19960 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 2685 members 
Mstep: Class 7 contains 36129 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6098 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22191 members 
Mstep: Class 15 contains 12614 members 
Mstep: Class 16 contains 11364 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 2277 members 
Mstep: Class 19 contains 37665 members 
Mstep: Class 20 contains 25173 members 
Mstep: Class 21 contains 8466 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1042 members 
Mstep: Class 25 contains 13304 members 
Mstep: Class 26 contains 3647 members 
Mstep: Class 27 contains 15801 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111665 members 
Mstep: Class 30 contains 48477 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2752 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1827 members 
Mstep: Class 39 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891920.000000 Penalty: 82980.742188
Iteration 150Q: 40 clusters Score -4.089192e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19954 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36136 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22192 members 
Mstep: Class 15 contains 12612 members 
Mstep: Class 16 contains 11359 members 
Mstep: Class 17 contains 4721 members 
Mstep: Class 18 contains 2274 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 8582 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1038 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 3669 members 
Mstep: Class 27 contains 15801 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111657 members 
Mstep: Class 30 contains 48478 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 849 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2776 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1825 members 
Mstep: Class 39 contains 12181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891900.000000 Penalty: 82980.742188
Iteration 151Q: 40 clusters Score -4.08919e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19945 members 
Mstep: Class 5 contains 1451 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36139 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15992 members 
Mstep: Class 10 contains 2532 members 
Mstep: Class 11 contains 6100 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 22203 members 
Mstep: Class 15 contains 12610 members 
Mstep: Class 16 contains 11349 members 
Mstep: Class 17 contains 4720 members 
Mstep: Class 18 contains 2265 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 25166 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 8579 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1038 members 
Mstep: Class 25 contains 13298 members 
Mstep: Class 26 contains 3684 members 
Mstep: Class 27 contains 15806 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111649 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2795 members 
Mstep: Class 32 contains 1998 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 847 members 
Mstep: Class 35 contains 1126 members 
Mstep: Class 36 contains 2801 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1824 members 
Mstep: Class 39 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891880.000000 Penalty: 82980.742188
Iteration 152Q: 40 clusters Score -4.089188e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18664 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19938 members 
Mstep: Class 5 contains 1447 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15991 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6101 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12123 members 
Mstep: Class 14 contains 22204 members 
Mstep: Class 15 contains 12609 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 2259 members 
Mstep: Class 19 contains 37666 members 
Mstep: Class 20 contains 25166 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 8573 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1037 members 
Mstep: Class 25 contains 13294 members 
Mstep: Class 26 contains 3697 members 
Mstep: Class 27 contains 15805 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 111646 members 
Mstep: Class 30 contains 48472 members 
Mstep: Class 31 contains 2796 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 845 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2827 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1823 members 
Mstep: Class 39 contains 12175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891960.000000 Penalty: 82980.742188
Iteration 153Q: 40 clusters Score -4.089196e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19931 members 
Mstep: Class 5 contains 1444 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 36141 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6102 members 
Mstep: Class 12 contains 970 members 
Mstep: Class 13 contains 12120 members 
Mstep: Class 14 contains 22215 members 
Mstep: Class 15 contains 12607 members 
Mstep: Class 16 contains 11342 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 19 contains 37664 members 
Mstep: Class 20 contains 25166 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 8565 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1037 members 
Mstep: Class 25 contains 13296 members 
Mstep: Class 26 contains 3701 members 
Mstep: Class 27 contains 15816 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 111643 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2797 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 842 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2845 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891932.000000 Penalty: 82980.742188
Iteration 154Q: 40 clusters Score -4.089193e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 18661 members 
Mstep: Class 3 contains 3421 members 
Mstep: Class 4 contains 19921 members 
Mstep: Class 5 contains 1441 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 36145 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 971 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22217 members 
Mstep: Class 15 contains 12605 members 
Mstep: Class 16 contains 11338 members 
Mstep: Class 17 contains 4717 members 
Mstep: Class 18 contains 2248 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 25167 members 
Mstep: Class 21 contains 8464 members 
Mstep: Class 22 contains 8561 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1037 members 
Mstep: Class 25 contains 13293 members 
Mstep: Class 26 contains 3712 members 
Mstep: Class 27 contains 15823 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111640 members 
Mstep: Class 30 contains 48467 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 836 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2865 members 
Mstep: Class 37 contains 3823 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891960.000000 Penalty: 82980.742188
Iteration 155Q: 40 clusters Score -4.089196e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18663 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 19912 members 
Mstep: Class 5 contains 1437 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22223 members 
Mstep: Class 15 contains 12601 members 
Mstep: Class 16 contains 11334 members 
Mstep: Class 17 contains 4715 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 25168 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8557 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1034 members 
Mstep: Class 25 contains 13292 members 
Mstep: Class 26 contains 3713 members 
Mstep: Class 27 contains 15825 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111636 members 
Mstep: Class 30 contains 48469 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 2889 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1822 members 
Mstep: Class 39 contains 12180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892004.000000 Penalty: 82980.742188
Iteration 156Q: 40 clusters Score -4.0892e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18660 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 19900 members 
Mstep: Class 5 contains 1432 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 36148 members 
Mstep: Class 8 contains 771 members 
Mstep: Class 9 contains 15993 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6103 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12122 members 
Mstep: Class 14 contains 22235 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 16 contains 11329 members 
Mstep: Class 17 contains 4714 members 
Mstep: Class 18 contains 2226 members 
Mstep: Class 19 contains 37659 members 
Mstep: Class 20 contains 25167 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 8547 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1032 members 
Mstep: Class 25 contains 13289 members 
Mstep: Class 26 contains 3717 members 
Mstep: Class 27 contains 15826 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111631 members 
Mstep: Class 30 contains 48469 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 2922 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892044.000000 Penalty: 82980.742188
Iteration 157Q: 40 clusters Score -4.089204e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19895 members 
Mstep: Class 5 contains 1425 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 36148 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15992 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12121 members 
Mstep: Class 14 contains 22244 members 
Mstep: Class 15 contains 12597 members 
Mstep: Class 16 contains 11328 members 
Mstep: Class 17 contains 4710 members 
Mstep: Class 18 contains 2220 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8473 members 
Mstep: Class 22 contains 8544 members 
Mstep: Class 23 contains 3108 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 13281 members 
Mstep: Class 26 contains 3722 members 
Mstep: Class 27 contains 15831 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111620 members 
Mstep: Class 30 contains 48465 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 1997 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2953 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891972.000000 Penalty: 82980.742188
Iteration 158Q: 40 clusters Score -4.089197e+07 nChanged 118
Entering ConstructFrom: 
Score: -40891972.000000 Penalty: 82980.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Entering Unmasked Estep 
Score: -201640.500000 Penalty: 1270.886597
	Iteration 0F: 2 clusters Score -201640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -199224.890625 Penalty: 2541.773193
	Iteration 0F: 3 clusters Score -199224.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -199836.375000 Penalty: 2541.773193
	Iteration 1F: 3 clusters Score -199836.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -200028.125000 Penalty: 2541.773193
	Iteration 2F: 3 clusters Score -200028.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -200217.953125 Penalty: 2541.773193
	Iteration 3F: 3 clusters Score -200218 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -200384.765625 Penalty: 2541.773193
	Iteration 4F: 3 clusters Score -200384.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -200497.843750 Penalty: 2541.773193
	Iteration 5Q: 3 clusters Score -200497.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -200592.609375 Penalty: 2541.773193
	Iteration 6Q: 3 clusters Score -200592.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -200704.156250 Penalty: 2541.773193
	Iteration 7Q: 3 clusters Score -200704.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -200800.390625 Penalty: 2541.773193
	Iteration 8Q: 3 clusters Score -200800.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -200893.703125 Penalty: 2541.773193
	Iteration 9Q: 3 clusters Score -200893.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -200970.203125 Penalty: 2541.773193
	Iteration 10Q: 3 clusters Score -200970.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -201035.609375 Penalty: 2541.773193
	Iteration 11Q: 3 clusters Score -201035.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -201095.843750 Penalty: 2541.773193
	Iteration 12Q: 3 clusters Score -201095.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -201135.468750 Penalty: 2541.773193
	Iteration 13Q: 3 clusters Score -201135.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -201175.187500 Penalty: 2541.773193
	Iteration 14Q: 3 clusters Score -201175.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -201217.156250 Penalty: 2541.773193
	Iteration 15Q: 3 clusters Score -201217.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -201278.531250 Penalty: 2541.773193
	Iteration 16Q: 3 clusters Score -201278.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -201369.640625 Penalty: 2541.773193
	Iteration 17Q: 3 clusters Score -201369.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -201480.203125 Penalty: 2541.773193
	Iteration 18Q: 3 clusters Score -201480.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -201572.234375 Penalty: 2541.773193
	Iteration 19Q: 3 clusters Score -201572.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -201636.859375 Penalty: 2541.773193
	Iteration 20F: 3 clusters Score -201636.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -201669.546875 Penalty: 2541.773193
	Iteration 21Q: 3 clusters Score -201669.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201681.515625 Penalty: 2541.773193
	Iteration 22Q: 3 clusters Score -201681.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -201690.781250 Penalty: 2541.773193
	Iteration 23Q: 3 clusters Score -201690.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -201697.031250 Penalty: 2541.773193
	Iteration 24Q: 3 clusters Score -201697 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -201704.453125 Penalty: 2541.773193
	Iteration 25Q: 3 clusters Score -201704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -201707.140625 Penalty: 2541.773193
	Iteration 26Q: 3 clusters Score -201707.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201708.218750 Penalty: 2541.773193
	Iteration 27Q: 3 clusters Score -201708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -201708.218750 Penalty: 2541.773193
	Iteration 28F: 3 clusters Score -201708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36149 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 11323 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8536 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 3720 members 
Mstep: Class 27 contains 15838 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111614 members 
Mstep: Class 30 contains 48462 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2979 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 913 members 
Entering Unmasked Estep 
Score: -40891176.000000 Penalty: 85108.453125
Splitting cluster 1 changes total score from -40891972.000000 to -40891176.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Entering Unmasked Estep 
Score: -1653436.500000 Penalty: 1598.021240
	Iteration 0F: 2 clusters Score -1653436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1640757.250000 Penalty: 3196.042480
	Iteration 0F: 3 clusters Score -1640757 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1645378.000000 Penalty: 3196.042480
	Iteration 1F: 3 clusters Score -1645378 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1645934.875000 Penalty: 3196.042480
	Iteration 2F: 3 clusters Score -1645935 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1646715.625000 Penalty: 3196.042480
	Iteration 3F: 3 clusters Score -1646716 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1647752.750000 Penalty: 3196.042480
	Iteration 4F: 3 clusters Score -1647753 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1648874.375000 Penalty: 3196.042480
	Iteration 5F: 3 clusters Score -1648874 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -1649912.625000 Penalty: 3196.042480
	Iteration 6F: 3 clusters Score -1649913 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1650661.250000 Penalty: 3196.042480
	Iteration 7F: 3 clusters Score -1650661 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1651102.125000 Penalty: 3196.042480
	Iteration 8Q: 3 clusters Score -1651102 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -1651348.875000 Penalty: 3196.042480
	Iteration 9Q: 3 clusters Score -1651349 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -1651503.625000 Penalty: 3196.042480
	Iteration 10Q: 3 clusters Score -1651504 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1651594.250000 Penalty: 3196.042480
	Iteration 11Q: 3 clusters Score -1651594 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1651667.250000 Penalty: 3196.042480
	Iteration 12Q: 3 clusters Score -1651667 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1651736.750000 Penalty: 3196.042480
	Iteration 13Q: 3 clusters Score -1651737 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1651799.000000 Penalty: 3196.042480
	Iteration 14Q: 3 clusters Score -1651799 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1651850.875000 Penalty: 3196.042480
	Iteration 15Q: 3 clusters Score -1651851 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1651900.375000 Penalty: 3196.042480
	Iteration 16Q: 3 clusters Score -1651900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1651958.875000 Penalty: 3196.042480
	Iteration 17Q: 3 clusters Score -1651959 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1652009.250000 Penalty: 3196.042480
	Iteration 18Q: 3 clusters Score -1652009 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1652058.125000 Penalty: 3196.042480
	Iteration 19Q: 3 clusters Score -1652058 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1652092.875000 Penalty: 3196.042480
	Iteration 20F: 3 clusters Score -1652093 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1652134.875000 Penalty: 3196.042480
	Iteration 21Q: 3 clusters Score -1652135 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -1652172.500000 Penalty: 3196.042480
	Iteration 22Q: 3 clusters Score -1652172 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -1652202.125000 Penalty: 3196.042480
	Iteration 23Q: 3 clusters Score -1652202 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1652235.750000 Penalty: 3196.042480
	Iteration 24Q: 3 clusters Score -1652236 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -1652262.250000 Penalty: 3196.042480
	Iteration 25Q: 3 clusters Score -1652262 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -1652291.750000 Penalty: 3196.042480
	Iteration 26Q: 3 clusters Score -1652292 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1652308.750000 Penalty: 3196.042480
	Iteration 27Q: 3 clusters Score -1652309 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -1652337.000000 Penalty: 3196.042480
	Iteration 28Q: 3 clusters Score -1652337 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -1652359.750000 Penalty: 3196.042480
	Iteration 29Q: 3 clusters Score -1652360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -1652374.250000 Penalty: 3196.042480
	Iteration 30Q: 3 clusters Score -1652374 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -1652400.875000 Penalty: 3196.042480
	Iteration 31Q: 3 clusters Score -1652401 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -1652421.375000 Penalty: 3196.042480
	Iteration 32Q: 3 clusters Score -1652421 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1652436.000000 Penalty: 3196.042480
	Iteration 33Q: 3 clusters Score -1652436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -1652452.625000 Penalty: 3196.042480
	Iteration 34Q: 3 clusters Score -1652453 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1652479.375000 Penalty: 3196.042480
	Iteration 35Q: 3 clusters Score -1652479 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -1652508.250000 Penalty: 3196.042480
	Iteration 36Q: 3 clusters Score -1652508 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -1652517.125000 Penalty: 3196.042480
	Iteration 37Q: 3 clusters Score -1652517 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1652530.625000 Penalty: 3196.042480
	Iteration 38Q: 3 clusters Score -1652531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -1652541.250000 Penalty: 3196.042480
	Iteration 39Q: 3 clusters Score -1652541 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -1652556.000000 Penalty: 3196.042480
	Iteration 40F: 3 clusters Score -1652556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1652570.375000 Penalty: 3196.042480
	Iteration 41Q: 3 clusters Score -1652570 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1652573.625000 Penalty: 3196.042480
	Iteration 42Q: 3 clusters Score -1652574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -1652581.625000 Penalty: 3196.042480
	Iteration 43Q: 3 clusters Score -1652582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -1652583.375000 Penalty: 3196.042480
	Iteration 44Q: 3 clusters Score -1652583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -1652581.500000 Penalty: 3196.042480
	Iteration 45Q: 3 clusters Score -1652582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -1652586.375000 Penalty: 3196.042480
	Iteration 46Q: 3 clusters Score -1652586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -1652596.375000 Penalty: 3196.042480
	Iteration 47Q: 3 clusters Score -1652596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1652604.375000 Penalty: 3196.042480
	Iteration 48Q: 3 clusters Score -1652604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -1652607.125000 Penalty: 3196.042480
	Iteration 49Q: 3 clusters Score -1652607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -1652609.250000 Penalty: 3196.042480
	Iteration 50Q: 3 clusters Score -1652609 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -1652609.625000 Penalty: 3196.042480
	Iteration 51Q: 3 clusters Score -1652610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -1652611.000000 Penalty: 3196.042480
	Iteration 52Q: 3 clusters Score -1652611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -1652609.250000 Penalty: 3196.042480
	Iteration 53Q: 3 clusters Score -1652609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -1652610.000000 Penalty: 3196.042480
	Iteration 54Q: 3 clusters Score -1652610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -1652611.125000 Penalty: 3196.042480
	Iteration 55Q: 3 clusters Score -1652611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -1652614.625000 Penalty: 3196.042480
	Iteration 56Q: 3 clusters Score -1652615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -1652615.000000 Penalty: 3196.042480
	Iteration 57Q: 3 clusters Score -1652615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -1652617.125000 Penalty: 3196.042480
	Iteration 58Q: 3 clusters Score -1652617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1652621.125000 Penalty: 3196.042480
	Iteration 59Q: 3 clusters Score -1652621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -1652625.750000 Penalty: 3196.042480
	Iteration 60F: 3 clusters Score -1652626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -1652627.500000 Penalty: 3196.042480
	Iteration 61Q: 3 clusters Score -1652628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1652625.000000 Penalty: 3196.042480
	Iteration 62Q: 3 clusters Score -1652625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -1652627.125000 Penalty: 3196.042480
	Iteration 63Q: 3 clusters Score -1652627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1652625.375000 Penalty: 3196.042480
	Iteration 64Q: 3 clusters Score -1652625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1652625.375000 Penalty: 3196.042480
	Iteration 65F: 3 clusters Score -1652625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -294150.437500 Penalty: 1322.469238
	Iteration 0F: 2 clusters Score -294150.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -291184.968750 Penalty: 2644.938477
	Iteration 0F: 3 clusters Score -291185 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -291923.468750 Penalty: 2644.938477
	Iteration 1F: 3 clusters Score -291923.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -292034.593750 Penalty: 2644.938477
	Iteration 2F: 3 clusters Score -292034.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -292105.593750 Penalty: 2644.938477
	Iteration 3Q: 3 clusters Score -292105.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -292154.781250 Penalty: 2644.938477
	Iteration 4Q: 3 clusters Score -292154.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -292200.218750 Penalty: 2644.938477
	Iteration 5Q: 3 clusters Score -292200.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -292257.906250 Penalty: 2644.938477
	Iteration 6Q: 3 clusters Score -292257.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -292330.593750 Penalty: 2644.938477
	Iteration 7Q: 3 clusters Score -292330.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -292458.031250 Penalty: 2644.938477
	Iteration 8Q: 3 clusters Score -292458 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -292591.500000 Penalty: 2644.938477
	Iteration 9Q: 3 clusters Score -292591.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -292699.687500 Penalty: 2644.938477
	Iteration 10Q: 3 clusters Score -292699.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -292810.250000 Penalty: 2644.938477
	Iteration 11Q: 3 clusters Score -292810.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -292942.593750 Penalty: 2644.938477
	Iteration 12Q: 3 clusters Score -292942.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -293063.718750 Penalty: 2644.938477
	Iteration 13Q: 3 clusters Score -293063.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -293191.187500 Penalty: 2644.938477
	Iteration 14Q: 3 clusters Score -293191.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -293292.468750 Penalty: 2644.938477
	Iteration 15Q: 3 clusters Score -293292.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -293372.000000 Penalty: 2644.938477
	Iteration 16Q: 3 clusters Score -293372 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -293432.875000 Penalty: 2644.938477
	Iteration 17Q: 3 clusters Score -293432.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -293477.875000 Penalty: 2644.938477
	Iteration 18Q: 3 clusters Score -293477.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -293506.562500 Penalty: 2644.938477
	Iteration 19Q: 3 clusters Score -293506.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -293523.031250 Penalty: 2644.938477
	Iteration 20F: 3 clusters Score -293523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -293534.125000 Penalty: 2644.938477
	Iteration 21Q: 3 clusters Score -293534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -293539.031250 Penalty: 2644.938477
	Iteration 22Q: 3 clusters Score -293539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -293547.406250 Penalty: 2644.938477
	Iteration 23Q: 3 clusters Score -293547.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -293555.656250 Penalty: 2644.938477
	Iteration 24Q: 3 clusters Score -293555.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -293559.437500 Penalty: 2644.938477
	Iteration 25Q: 3 clusters Score -293559.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -293561.625000 Penalty: 2644.938477
	Iteration 26Q: 3 clusters Score -293561.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -293561.687500 Penalty: 2644.938477
	Iteration 27Q: 3 clusters Score -293561.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -293561.687500 Penalty: 2644.938477
	Iteration 28F: 3 clusters Score -293561.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Entering Unmasked Estep 
Score: -1736915.750000 Penalty: 1608.395996
	Iteration 0F: 2 clusters Score -1736916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1723304.500000 Penalty: 3216.791992
	Iteration 0F: 3 clusters Score -1723304 nChanged 8975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1728173.875000 Penalty: 3216.791992
	Iteration 1F: 3 clusters Score -1728174 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1728538.125000 Penalty: 3216.791992
	Iteration 2Q: 3 clusters Score -1728538 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1728851.250000 Penalty: 3216.791992
	Iteration 3Q: 3 clusters Score -1728851 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1729133.125000 Penalty: 3216.791992
	Iteration 4Q: 3 clusters Score -1729133 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1729444.250000 Penalty: 3216.791992
	Iteration 5Q: 3 clusters Score -1729444 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1729825.625000 Penalty: 3216.791992
	Iteration 6Q: 3 clusters Score -1729826 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1730310.250000 Penalty: 3216.791992
	Iteration 7Q: 3 clusters Score -1730310 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1730874.625000 Penalty: 3216.791992
	Iteration 8Q: 3 clusters Score -1730875 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1731556.375000 Penalty: 3216.791992
	Iteration 9F: 3 clusters Score -1731556 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1732340.375000 Penalty: 3216.791992
	Iteration 10F: 3 clusters Score -1732340 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1733172.375000 Penalty: 3216.791992
	Iteration 11F: 3 clusters Score -1733172 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1733884.500000 Penalty: 3216.791992
	Iteration 12Q: 3 clusters Score -1733884 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1734476.125000 Penalty: 3216.791992
	Iteration 13Q: 3 clusters Score -1734476 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1734969.625000 Penalty: 3216.791992
	Iteration 14Q: 3 clusters Score -1734970 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1735409.500000 Penalty: 3216.791992
	Iteration 15Q: 3 clusters Score -1735410 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1735782.625000 Penalty: 3216.791992
	Iteration 16Q: 3 clusters Score -1735783 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1736117.500000 Penalty: 3216.791992
	Iteration 17Q: 3 clusters Score -1736118 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1736361.500000 Penalty: 3216.791992
	Iteration 18Q: 3 clusters Score -1736362 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1736534.375000 Penalty: 3216.791992
	Iteration 19Q: 3 clusters Score -1736534 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1736678.250000 Penalty: 3216.791992
	Iteration 20F: 3 clusters Score -1736678 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14399 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1736773.125000 Penalty: 3216.791992
	Iteration 21Q: 3 clusters Score -1736773 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1736822.000000 Penalty: 3216.791992
	Iteration 22Q: 3 clusters Score -1736822 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1736848.875000 Penalty: 3216.791992
	Iteration 23Q: 3 clusters Score -1736849 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1736862.875000 Penalty: 3216.791992
	Iteration 24Q: 3 clusters Score -1736863 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1736877.375000 Penalty: 3216.791992
	Iteration 25Q: 3 clusters Score -1736877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1736891.625000 Penalty: 3216.791992
	Iteration 26Q: 3 clusters Score -1736892 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1736898.875000 Penalty: 3216.791992
	Iteration 27Q: 3 clusters Score -1736899 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1736905.000000 Penalty: 3216.791992
	Iteration 28Q: 3 clusters Score -1736905 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -1736910.625000 Penalty: 3216.791992
	Iteration 29Q: 3 clusters Score -1736911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1736913.500000 Penalty: 3216.791992
	Iteration 30Q: 3 clusters Score -1736914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1736915.750000 Penalty: 3216.791992
	Iteration 31Q: 3 clusters Score -1736916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1736919.375000 Penalty: 3216.791992
	Iteration 32Q: 3 clusters Score -1736919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1736915.250000 Penalty: 3216.791992
	Iteration 33Q: 3 clusters Score -1736915 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1736915.125000 Penalty: 3216.791992
	Iteration 34Q: 3 clusters Score -1736915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1736914.375000 Penalty: 3216.791992
	Iteration 35Q: 3 clusters Score -1736914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1736915.375000 Penalty: 3216.791992
	Iteration 36Q: 3 clusters Score -1736915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -1736915.875000 Penalty: 3216.791992
	Iteration 37Q: 3 clusters Score -1736916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1736916.500000 Penalty: 3216.791992
	Iteration 38Q: 3 clusters Score -1736916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1736914.750000 Penalty: 3216.791992
	Iteration 39Q: 3 clusters Score -1736915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1736918.000000 Penalty: 3216.791992
	Iteration 40F: 3 clusters Score -1736918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1736915.625000 Penalty: 3216.791992
	Iteration 41Q: 3 clusters Score -1736916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1736914.375000 Penalty: 3216.791992
	Iteration 42Q: 3 clusters Score -1736914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1736917.500000 Penalty: 3216.791992
	Iteration 43Q: 3 clusters Score -1736918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1736915.250000 Penalty: 3216.791992
	Iteration 44Q: 3 clusters Score -1736915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1736915.250000 Penalty: 3216.791992
	Iteration 45F: 3 clusters Score -1736915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -99166.851562 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -99166.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -97463.273438 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -97463.27 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -97933.046875 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -97933.05 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -98227.390625 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -98227.39 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -98398.507812 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -98398.51 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -98479.593750 Penalty: 2359.441406
	Iteration 4F: 3 clusters Score -98479.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -98538.351562 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -98538.35 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -98569.609375 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -98569.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -98590.195312 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -98590.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -98608.367188 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -98608.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -98620.835938 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -98620.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -98631.203125 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -98631.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -98638.117188 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -98638.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -98645.062500 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -98645.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -98655.023438 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -98655.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -98658.132812 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -98658.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -98658.765625 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -98658.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -98659.757812 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -98659.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -98661.375000 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -98661.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -98661.687500 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -98661.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -98661.914062 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -98661.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98663.132812 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -98663.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -98702.742188 Penalty: 2359.441406
	Iteration 21Q: 3 clusters Score -98702.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -98750.671875 Penalty: 2359.441406
	Iteration 22Q: 3 clusters Score -98750.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -98839.257812 Penalty: 2359.441406
	Iteration 23Q: 3 clusters Score -98839.26 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -98885.515625 Penalty: 2359.441406
	Iteration 24Q: 3 clusters Score -98885.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -98903.234375 Penalty: 2359.441406
	Iteration 25Q: 3 clusters Score -98903.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -98921.312500 Penalty: 2359.441406
	Iteration 26Q: 3 clusters Score -98921.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -98935.445312 Penalty: 2359.441406
	Iteration 27Q: 3 clusters Score -98935.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -98945.320312 Penalty: 2359.441406
	Iteration 28Q: 3 clusters Score -98945.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -98962.710938 Penalty: 2359.441406
	Iteration 29Q: 3 clusters Score -98962.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -98994.898438 Penalty: 2359.441406
	Iteration 30Q: 3 clusters Score -98994.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -99007.234375 Penalty: 2359.441406
	Iteration 31Q: 3 clusters Score -99007.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -99013.226562 Penalty: 2359.441406
	Iteration 32Q: 3 clusters Score -99013.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -99018.515625 Penalty: 2359.441406
	Iteration 33Q: 3 clusters Score -99018.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -99023.500000 Penalty: 2359.441406
	Iteration 34Q: 3 clusters Score -99023.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -99028.195312 Penalty: 2359.441406
	Iteration 35Q: 3 clusters Score -99028.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -99031.968750 Penalty: 2359.441406
	Iteration 36Q: 3 clusters Score -99031.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -99034.789062 Penalty: 2359.441406
	Iteration 37Q: 3 clusters Score -99034.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -99037.429688 Penalty: 2359.441406
	Iteration 38Q: 3 clusters Score -99037.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -99039.921875 Penalty: 2359.441406
	Iteration 39Q: 3 clusters Score -99039.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -99040.703125 Penalty: 2359.441406
	Iteration 40F: 3 clusters Score -99040.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -99041.601562 Penalty: 2359.441406
	Iteration 41Q: 3 clusters Score -99041.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -99046.429688 Penalty: 2359.441406
	Iteration 42Q: 3 clusters Score -99046.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -99053.406250 Penalty: 2359.441406
	Iteration 43Q: 3 clusters Score -99053.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -99054.945312 Penalty: 2359.441406
	Iteration 44Q: 3 clusters Score -99054.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -99057.226562 Penalty: 2359.441406
	Iteration 45Q: 3 clusters Score -99057.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -99060.132812 Penalty: 2359.441406
	Iteration 46Q: 3 clusters Score -99060.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -99061.945312 Penalty: 2359.441406
	Iteration 47Q: 3 clusters Score -99061.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -99061.945312 Penalty: 2359.441406
	Iteration 48F: 3 clusters Score -99061.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Entering Unmasked Estep 
Score: -223726.875000 Penalty: 1282.644775
	Iteration 0F: 2 clusters Score -223726.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -221201.250000 Penalty: 2565.289551
	Iteration 0F: 3 clusters Score -221201.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -221773.328125 Penalty: 2565.289551
	Iteration 1F: 3 clusters Score -221773.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -221967.500000 Penalty: 2565.289551
	Iteration 2F: 3 clusters Score -221967.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222117.906250 Penalty: 2565.289551
	Iteration 3F: 3 clusters Score -222117.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222231.890625 Penalty: 2565.289551
	Iteration 4F: 3 clusters Score -222231.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222336.187500 Penalty: 2565.289551
	Iteration 5Q: 3 clusters Score -222336.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -222427.656250 Penalty: 2565.289551
	Iteration 6Q: 3 clusters Score -222427.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222487.125000 Penalty: 2565.289551
	Iteration 7Q: 3 clusters Score -222487.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -222539.828125 Penalty: 2565.289551
	Iteration 8Q: 3 clusters Score -222539.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -222579.109375 Penalty: 2565.289551
	Iteration 9Q: 3 clusters Score -222579.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -222612.218750 Penalty: 2565.289551
	Iteration 10Q: 3 clusters Score -222612.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -222645.625000 Penalty: 2565.289551
	Iteration 11Q: 3 clusters Score -222645.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -222674.343750 Penalty: 2565.289551
	Iteration 12Q: 3 clusters Score -222674.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -222707.234375 Penalty: 2565.289551
	Iteration 13Q: 3 clusters Score -222707.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222736.593750 Penalty: 2565.289551
	Iteration 14Q: 3 clusters Score -222736.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222752.609375 Penalty: 2565.289551
	Iteration 15Q: 3 clusters Score -222752.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222765.468750 Penalty: 2565.289551
	Iteration 16Q: 3 clusters Score -222765.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -222780.468750 Penalty: 2565.289551
	Iteration 17Q: 3 clusters Score -222780.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -222792.000000 Penalty: 2565.289551
	Iteration 18Q: 3 clusters Score -222792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222800.968750 Penalty: 2565.289551
	Iteration 19Q: 3 clusters Score -222801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222806.687500 Penalty: 2565.289551
	Iteration 20F: 3 clusters Score -222806.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222812.546875 Penalty: 2565.289551
	Iteration 21Q: 3 clusters Score -222812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222817.265625 Penalty: 2565.289551
	Iteration 22Q: 3 clusters Score -222817.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222819.968750 Penalty: 2565.289551
	Iteration 23Q: 3 clusters Score -222820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -222822.234375 Penalty: 2565.289551
	Iteration 24Q: 3 clusters Score -222822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222824.109375 Penalty: 2565.289551
	Iteration 25Q: 3 clusters Score -222824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222825.562500 Penalty: 2565.289551
	Iteration 26Q: 3 clusters Score -222825.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -222827.500000 Penalty: 2565.289551
	Iteration 27Q: 3 clusters Score -222827.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -222829.078125 Penalty: 2565.289551
	Iteration 28Q: 3 clusters Score -222829.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -222830.734375 Penalty: 2565.289551
	Iteration 29Q: 3 clusters Score -222830.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -222831.546875 Penalty: 2565.289551
	Iteration 30Q: 3 clusters Score -222831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -222832.156250 Penalty: 2565.289551
	Iteration 31Q: 3 clusters Score -222832.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -222833.609375 Penalty: 2565.289551
	Iteration 32Q: 3 clusters Score -222833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -222834.734375 Penalty: 2565.289551
	Iteration 33Q: 3 clusters Score -222834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -222835.625000 Penalty: 2565.289551
	Iteration 34Q: 3 clusters Score -222835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222837.296875 Penalty: 2565.289551
	Iteration 35Q: 3 clusters Score -222837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -222838.312500 Penalty: 2565.289551
	Iteration 36Q: 3 clusters Score -222838.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222839.062500 Penalty: 2565.289551
	Iteration 37Q: 3 clusters Score -222839.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -222839.062500 Penalty: 2565.289551
	Iteration 38F: 3 clusters Score -222839.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Entering Unmasked Estep 
Score: -3206142.000000 Penalty: 1705.503174
	Iteration 0F: 2 clusters Score -3206142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3181970.750000 Penalty: 3411.006348
	Iteration 0F: 3 clusters Score -3181971 nChanged 16640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3191363.000000 Penalty: 3411.006348
	Iteration 1F: 3 clusters Score -3191363 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3191705.750000 Penalty: 3411.006348
	Iteration 2Q: 3 clusters Score -3191706 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -3192037.250000 Penalty: 3411.006348
	Iteration 3Q: 3 clusters Score -3192037 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -3192438.500000 Penalty: 3411.006348
	Iteration 4Q: 3 clusters Score -3192438 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -3192896.250000 Penalty: 3411.006348
	Iteration 5Q: 3 clusters Score -3192896 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3193451.250000 Penalty: 3411.006348
	Iteration 6Q: 3 clusters Score -3193451 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -3194185.750000 Penalty: 3411.006348
	Iteration 7Q: 3 clusters Score -3194186 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -3195095.000000 Penalty: 3411.006348
	Iteration 8Q: 3 clusters Score -3195095 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -3196252.250000 Penalty: 3411.006348
	Iteration 9F: 3 clusters Score -3196252 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3197417.750000 Penalty: 3411.006348
	Iteration 10F: 3 clusters Score -3197418 nChanged 1690
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -3198304 nChanged 1295
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -3198796 nChanged 852
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Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -3199016 nChanged 565
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -3199125 nChanged 380
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Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -3199177 nChanged 303
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Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 18636 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -3199231 nChanged 269
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Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3199273 nChanged 249
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Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -3199323 nChanged 234
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Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3199359 nChanged 215
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Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3199371 nChanged 202
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Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -3199403 nChanged 208
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Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -3199451 nChanged 200
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Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -3199470 nChanged 184
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Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -3199485 nChanged 166
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Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -3199508 nChanged 156
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Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -3199515 nChanged 150
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Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -3199534 nChanged 135
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Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -3199542 nChanged 142
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Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -3199555 nChanged 148
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Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -3199576 nChanged 151
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Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -3199599 nChanged 144
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Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -3199613 nChanged 174
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Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -3199644 nChanged 182
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Mstep: Class 1 contains 15968 members 
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -3199672 nChanged 187
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Mstep: Class 1 contains 15811 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -3199707 nChanged 202
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Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -3199731 nChanged 222
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Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -3199754 nChanged 255
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Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 21137 members 
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	Iteration 39Q: 3 clusters Score -3199844 nChanged 242
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Mstep: Class 1 contains 14818 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -3199874 nChanged 251
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Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 21552 members 
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Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 21778 members 
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	Iteration 42Q: 3 clusters Score -3199969 nChanged 285
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Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 22033 members 
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Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 22293 members 
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Mstep: Class 1 contains 13356 members 
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Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 23039 members 
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Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 23308 members 
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	Iteration 48Q: 3 clusters Score -3200281 nChanged 275
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Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -3200363 nChanged 343
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Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -3200442 nChanged 336
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Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 24510 members 
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	Iteration 52Q: 3 clusters Score -3200518 nChanged 349
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Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -3200607 nChanged 387
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Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 25226 members 
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	Iteration 54Q: 3 clusters Score -3200696 nChanged 422
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Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 25638 members 
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	Iteration 55Q: 3 clusters Score -3200804 nChanged 454
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Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 26088 members 
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	Iteration 56Q: 3 clusters Score -3200928 nChanged 477
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Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 26557 members 
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	Iteration 57Q: 3 clusters Score -3201078 nChanged 471
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Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 27022 members 
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	Iteration 58Q: 3 clusters Score -3201240 nChanged 472
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Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 27470 members 
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	Iteration 59Q: 3 clusters Score -3201408 nChanged 480
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	Iteration 60F: 3 clusters Score -3201588 nChanged 458
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Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 28390 members 
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	Iteration 61Q: 3 clusters Score -3201762 nChanged 434
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Mstep: Class 1 contains 7331 members 
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	Iteration 62Q: 3 clusters Score -3201929 nChanged 440
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Mstep: Class 1 contains 6905 members 
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	Iteration 63Q: 3 clusters Score -3202110 nChanged 452
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	Iteration 64Q: 3 clusters Score -3202284 nChanged 438
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Mstep: Class 1 contains 6049 members 
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	Iteration 65Q: 3 clusters Score -3202459 nChanged 410
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Mstep: Class 1 contains 5649 members 
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	Iteration 66Q: 3 clusters Score -3202625 nChanged 411
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Mstep: Class 1 contains 5242 members 
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	Iteration 67Q: 3 clusters Score -3202801 nChanged 404
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Mstep: Class 1 contains 4850 members 
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	Iteration 68Q: 3 clusters Score -3202962 nChanged 387
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Mstep: Class 1 contains 4467 members 
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Mstep: Class 1 contains 4068 members 
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	Iteration 70Q: 3 clusters Score -3203308 nChanged 358
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Mstep: Class 1 contains 3712 members 
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	Iteration 71Q: 3 clusters Score -3203443 nChanged 309
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Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 32746 members 
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	Iteration 73Q: 3 clusters Score -3203699 nChanged 282
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Mstep: Class 1 contains 2837 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3203822 nChanged 243
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Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 33555 members 
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	Iteration 75Q: 3 clusters Score -3203925 nChanged 235
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	Iteration 76Q: 3 clusters Score -3204022 nChanged 194
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Mstep: Class 2 contains 34147 members 
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	Iteration 78Q: 3 clusters Score -3204160 nChanged 158
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Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34299 members 
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	Iteration 79Q: 3 clusters Score -3204238 nChanged 135
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Mstep: Class 1 contains 1717 members 
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	Iteration 80F: 3 clusters Score -3204296 nChanged 127
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Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 34557 members 
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	Iteration 81Q: 3 clusters Score -3204372 nChanged 131
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Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 34682 members 
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Mstep: Class 1 contains 1379 members 
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Mstep: Class 1 contains 1315 members 
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	Iteration 84Q: 3 clusters Score -3204526 nChanged 76
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Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 34908 members 
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	Iteration 85Q: 3 clusters Score -3204567 nChanged 61
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Mstep: Class 1 contains 1182 members 
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	Iteration 86Q: 3 clusters Score -3204591 nChanged 50
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Mstep: Class 1 contains 1136 members 
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	Iteration 88Q: 3 clusters Score -3204629 nChanged 38
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Mstep: Class 1 contains 1065 members 
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	Iteration 89Q: 3 clusters Score -3204642 nChanged 41
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Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35125 members 
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	Iteration 91Q: 3 clusters Score -3204663 nChanged 34
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Mstep: Class 1 contains 966 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3204684 nChanged 25
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	Iteration 93Q: 3 clusters Score -3204687 nChanged 23
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	Iteration 95Q: 3 clusters Score -3204713 nChanged 24
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3204725 nChanged 16
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3204728 nChanged 16
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	Iteration 98Q: 3 clusters Score -3204730 nChanged 19
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	Iteration 99Q: 3 clusters Score -3204741 nChanged 17
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3204745 nChanged 10
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Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3204748 nChanged 11
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Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3204754 nChanged 10
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Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3204758 nChanged 11
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Entering Unmasked Estep 
Score: -3204763.750000 Penalty: 3411.006348
	Iteration 104Q: 3 clusters Score -3204764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35358 members 
Entering Unmasked Estep 
Score: -3204763.000000 Penalty: 3411.006348
	Iteration 105Q: 3 clusters Score -3204763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -3204768.000000 Penalty: 3411.006348
	Iteration 106Q: 3 clusters Score -3204768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 35372 members 
Entering Unmasked Estep 
Score: -3204769.000000 Penalty: 3411.006348
	Iteration 107Q: 3 clusters Score -3204769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3204770.750000 Penalty: 3411.006348
	Iteration 108Q: 3 clusters Score -3204771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -3204768.000000 Penalty: 3411.006348
	Iteration 109Q: 3 clusters Score -3204768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -3204771.000000 Penalty: 3411.006348
	Iteration 110Q: 3 clusters Score -3204771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -3204771.000000 Penalty: 3411.006348
	Iteration 111F: 3 clusters Score -3204771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -62221.957031 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -62221.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -60943.515625 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -60943.52 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -61131.738281 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -61131.74 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61195.613281 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -61195.61 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61231.492188 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -61231.49 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -61264.097656 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -61264.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -61284.601562 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -61284.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61308.613281 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -61308.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -61321.230469 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -61321.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -61324.843750 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -61324.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -61327.710938 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -61327.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -61334.960938 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -61334.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -61341.125000 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -61341.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61349.769531 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -61349.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -61356.410156 Penalty: 2160.076904
	Iteration 13Q: 3 clusters Score -61356.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61364.148438 Penalty: 2160.076904
	Iteration 14Q: 3 clusters Score -61364.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -61372.886719 Penalty: 2160.076904
	Iteration 15Q: 3 clusters Score -61372.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -61377.207031 Penalty: 2160.076904
	Iteration 16Q: 3 clusters Score -61377.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -61380.394531 Penalty: 2160.076904
	Iteration 17Q: 3 clusters Score -61380.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -61385.695312 Penalty: 2160.076904
	Iteration 18Q: 3 clusters Score -61385.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -61390.546875 Penalty: 2160.076904
	Iteration 19Q: 3 clusters Score -61390.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61393.933594 Penalty: 2160.076904
	Iteration 20F: 3 clusters Score -61393.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -61397.789062 Penalty: 2160.076904
	Iteration 21Q: 3 clusters Score -61397.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -61405.500000 Penalty: 2160.076904
	Iteration 22Q: 3 clusters Score -61405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61409.308594 Penalty: 2160.076904
	Iteration 23Q: 3 clusters Score -61409.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -61414.464844 Penalty: 2160.076904
	Iteration 24Q: 3 clusters Score -61414.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61421.101562 Penalty: 2160.076904
	Iteration 25Q: 3 clusters Score -61421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -61423.992188 Penalty: 2160.076904
	Iteration 26Q: 3 clusters Score -61423.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61426.113281 Penalty: 2160.076904
	Iteration 27Q: 3 clusters Score -61426.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -61434.660156 Penalty: 2160.076904
	Iteration 28Q: 3 clusters Score -61434.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61449.917969 Penalty: 2160.076904
	Iteration 29Q: 3 clusters Score -61449.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -61462.046875 Penalty: 2160.076904
	Iteration 30Q: 3 clusters Score -61462.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -61471.941406 Penalty: 2160.076904
	Iteration 31Q: 3 clusters Score -61471.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61481.449219 Penalty: 2160.076904
	Iteration 32Q: 3 clusters Score -61481.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -61490.167969 Penalty: 2160.076904
	Iteration 33Q: 3 clusters Score -61490.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61496.242188 Penalty: 2160.076904
	Iteration 34Q: 3 clusters Score -61496.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61500.128906 Penalty: 2160.076904
	Iteration 35Q: 3 clusters Score -61500.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -61503.718750 Penalty: 2160.076904
	Iteration 36Q: 3 clusters Score -61503.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -61510.390625 Penalty: 2160.076904
	Iteration 37Q: 3 clusters Score -61510.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -61511.769531 Penalty: 2160.076904
	Iteration 38Q: 3 clusters Score -61511.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -61513.789062 Penalty: 2160.076904
	Iteration 39Q: 3 clusters Score -61513.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -61515.175781 Penalty: 2160.076904
	Iteration 40F: 3 clusters Score -61515.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Entering Unmasked Estep 
Score: -1394378.250000 Penalty: 1572.944092
	Iteration 0F: 2 clusters Score -1394378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1383315.500000 Penalty: 3145.888184
	Iteration 0F: 3 clusters Score -1383316 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1387350.250000 Penalty: 3145.888184
	Iteration 1F: 3 clusters Score -1387350 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1387695.750000 Penalty: 3145.888184
	Iteration 2F: 3 clusters Score -1387696 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1387987.625000 Penalty: 3145.888184
	Iteration 3Q: 3 clusters Score -1387988 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1388336.125000 Penalty: 3145.888184
	Iteration 4Q: 3 clusters Score -1388336 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1388790.750000 Penalty: 3145.888184
	Iteration 5Q: 3 clusters Score -1388791 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1389382.875000 Penalty: 3145.888184
	Iteration 6F: 3 clusters Score -1389383 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1390139.625000 Penalty: 3145.888184
	Iteration 7F: 3 clusters Score -1390140 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1391040.375000 Penalty: 3145.888184
	Iteration 8F: 3 clusters Score -1391040 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1391938.000000 Penalty: 3145.888184
	Iteration 9F: 3 clusters Score -1391938 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1392615.500000 Penalty: 3145.888184
	Iteration 10F: 3 clusters Score -1392616 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1392937.125000 Penalty: 3145.888184
	Iteration 11Q: 3 clusters Score -1392937 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -1393080.750000 Penalty: 3145.888184
	Iteration 12Q: 3 clusters Score -1393081 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1393160.000000 Penalty: 3145.888184
	Iteration 13Q: 3 clusters Score -1393160 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1393199.875000 Penalty: 3145.888184
	Iteration 14Q: 3 clusters Score -1393200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1393242.500000 Penalty: 3145.888184
	Iteration 15Q: 3 clusters Score -1393242 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1393267.625000 Penalty: 3145.888184
	Iteration 16Q: 3 clusters Score -1393268 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -1393285.750000 Penalty: 3145.888184
	Iteration 17Q: 3 clusters Score -1393286 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1393290.375000 Penalty: 3145.888184
	Iteration 18Q: 3 clusters Score -1393290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1393292.875000 Penalty: 3145.888184
	Iteration 19Q: 3 clusters Score -1393293 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1393300.250000 Penalty: 3145.888184
	Iteration 20F: 3 clusters Score -1393300 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1393306.125000 Penalty: 3145.888184
	Iteration 21Q: 3 clusters Score -1393306 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1393306.875000 Penalty: 3145.888184
	Iteration 22Q: 3 clusters Score -1393307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1393316.125000 Penalty: 3145.888184
	Iteration 23Q: 3 clusters Score -1393316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1393314.375000 Penalty: 3145.888184
	Iteration 24Q: 3 clusters Score -1393314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1393318.750000 Penalty: 3145.888184
	Iteration 25Q: 3 clusters Score -1393319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -1393324.625000 Penalty: 3145.888184
	Iteration 26Q: 3 clusters Score -1393325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1393325.375000 Penalty: 3145.888184
	Iteration 27Q: 3 clusters Score -1393325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1393323.375000 Penalty: 3145.888184
	Iteration 28Q: 3 clusters Score -1393323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1393327.625000 Penalty: 3145.888184
	Iteration 29Q: 3 clusters Score -1393328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1393327.750000 Penalty: 3145.888184
	Iteration 30Q: 3 clusters Score -1393328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1393327.625000 Penalty: 3145.888184
	Iteration 31Q: 3 clusters Score -1393328 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1393329.500000 Penalty: 3145.888184
	Iteration 32Q: 3 clusters Score -1393330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1393329.750000 Penalty: 3145.888184
	Iteration 33Q: 3 clusters Score -1393330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1393331.625000 Penalty: 3145.888184
	Iteration 34Q: 3 clusters Score -1393332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1393338.375000 Penalty: 3145.888184
	Iteration 35Q: 3 clusters Score -1393338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1393341.000000 Penalty: 3145.888184
	Iteration 36Q: 3 clusters Score -1393341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1393339.625000 Penalty: 3145.888184
	Iteration 37Q: 3 clusters Score -1393340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1393337.000000 Penalty: 3145.888184
	Iteration 38Q: 3 clusters Score -1393337 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -1393338.375000 Penalty: 3145.888184
	Iteration 39Q: 3 clusters Score -1393338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -1393339.750000 Penalty: 3145.888184
	Iteration 40F: 3 clusters Score -1393340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -1393340.125000 Penalty: 3145.888184
	Iteration 41Q: 3 clusters Score -1393340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1393340.500000 Penalty: 3145.888184
	Iteration 42Q: 3 clusters Score -1393340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1393339.500000 Penalty: 3145.888184
	Iteration 43Q: 3 clusters Score -1393340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1393339.000000 Penalty: 3145.888184
	Iteration 44Q: 3 clusters Score -1393339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1393338.000000 Penalty: 3145.888184
	Iteration 45Q: 3 clusters Score -1393338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -1393339.000000 Penalty: 3145.888184
	Iteration 46Q: 3 clusters Score -1393339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1393340.125000 Penalty: 3145.888184
	Iteration 47Q: 3 clusters Score -1393340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -1393341.625000 Penalty: 3145.888184
	Iteration 48Q: 3 clusters Score -1393342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1393341.625000 Penalty: 3145.888184
	Iteration 49Q: 3 clusters Score -1393342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -1393343.125000 Penalty: 3145.888184
	Iteration 50Q: 3 clusters Score -1393343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1393345.875000 Penalty: 3145.888184
	Iteration 51Q: 3 clusters Score -1393346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1393345.250000 Penalty: 3145.888184
	Iteration 52Q: 3 clusters Score -1393345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1393349.500000 Penalty: 3145.888184
	Iteration 53Q: 3 clusters Score -1393350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1393345.125000 Penalty: 3145.888184
	Iteration 54Q: 3 clusters Score -1393345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -1393345.125000 Penalty: 3145.888184
	Iteration 55Q: 3 clusters Score -1393345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1393347.000000 Penalty: 3145.888184
	Iteration 56Q: 3 clusters Score -1393347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1393345.125000 Penalty: 3145.888184
	Iteration 57Q: 3 clusters Score -1393345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1393347.250000 Penalty: 3145.888184
	Iteration 58Q: 3 clusters Score -1393347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1393348.875000 Penalty: 3145.888184
	Iteration 59Q: 3 clusters Score -1393349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1393351.375000 Penalty: 3145.888184
	Iteration 60F: 3 clusters Score -1393351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1393351.000000 Penalty: 3145.888184
	Iteration 61Q: 3 clusters Score -1393351 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -1393350.875000 Penalty: 3145.888184
	Iteration 62Q: 3 clusters Score -1393351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1393354.125000 Penalty: 3145.888184
	Iteration 63Q: 3 clusters Score -1393354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1393355.000000 Penalty: 3145.888184
	Iteration 64Q: 3 clusters Score -1393355 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1393359.375000 Penalty: 3145.888184
	Iteration 65Q: 3 clusters Score -1393359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1393359.750000 Penalty: 3145.888184
	Iteration 66Q: 3 clusters Score -1393360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1393361.625000 Penalty: 3145.888184
	Iteration 67Q: 3 clusters Score -1393362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1393358.000000 Penalty: 3145.888184
	Iteration 68Q: 3 clusters Score -1393358 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1393362.000000 Penalty: 3145.888184
	Iteration 69Q: 3 clusters Score -1393362 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1393370.375000 Penalty: 3145.888184
	Iteration 70Q: 3 clusters Score -1393370 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1393371.500000 Penalty: 3145.888184
	Iteration 71Q: 3 clusters Score -1393372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1393371.875000 Penalty: 3145.888184
	Iteration 72Q: 3 clusters Score -1393372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -1393376.875000 Penalty: 3145.888184
	Iteration 73Q: 3 clusters Score -1393377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1393376.250000 Penalty: 3145.888184
	Iteration 74Q: 3 clusters Score -1393376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1393379.000000 Penalty: 3145.888184
	Iteration 75Q: 3 clusters Score -1393379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1393376.375000 Penalty: 3145.888184
	Iteration 76Q: 3 clusters Score -1393376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1393381.125000 Penalty: 3145.888184
	Iteration 77Q: 3 clusters Score -1393381 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -1393383.250000 Penalty: 3145.888184
	Iteration 78Q: 3 clusters Score -1393383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1393384.000000 Penalty: 3145.888184
	Iteration 79Q: 3 clusters Score -1393384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1393387.250000 Penalty: 3145.888184
	Iteration 80F: 3 clusters Score -1393387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -1393386.250000 Penalty: 3145.888184
	Iteration 81Q: 3 clusters Score -1393386 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1393390.875000 Penalty: 3145.888184
	Iteration 82Q: 3 clusters Score -1393391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1393392.125000 Penalty: 3145.888184
	Iteration 83Q: 3 clusters Score -1393392 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1393400.625000 Penalty: 3145.888184
	Iteration 84Q: 3 clusters Score -1393401 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1393406.000000 Penalty: 3145.888184
	Iteration 85Q: 3 clusters Score -1393406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1393417.000000 Penalty: 3145.888184
	Iteration 86Q: 3 clusters Score -1393417 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -1393427.000000 Penalty: 3145.888184
	Iteration 87Q: 3 clusters Score -1393427 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1393444.125000 Penalty: 3145.888184
	Iteration 88Q: 3 clusters Score -1393444 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -1393459.500000 Penalty: 3145.888184
	Iteration 89Q: 3 clusters Score -1393460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1393477.125000 Penalty: 3145.888184
	Iteration 90Q: 3 clusters Score -1393477 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1393494.250000 Penalty: 3145.888184
	Iteration 91Q: 3 clusters Score -1393494 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1393522.750000 Penalty: 3145.888184
	Iteration 92Q: 3 clusters Score -1393523 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1393542.625000 Penalty: 3145.888184
	Iteration 93Q: 3 clusters Score -1393543 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1393574.250000 Penalty: 3145.888184
	Iteration 94Q: 3 clusters Score -1393574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1393597.375000 Penalty: 3145.888184
	Iteration 95Q: 3 clusters Score -1393597 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1393621.125000 Penalty: 3145.888184
	Iteration 96Q: 3 clusters Score -1393621 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -1393646.125000 Penalty: 3145.888184
	Iteration 97Q: 3 clusters Score -1393646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1393676.000000 Penalty: 3145.888184
	Iteration 98Q: 3 clusters Score -1393676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1393700.625000 Penalty: 3145.888184
	Iteration 99Q: 3 clusters Score -1393701 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1393721.875000 Penalty: 3145.888184
	Iteration 100F: 3 clusters Score -1393722 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1393752.500000 Penalty: 3145.888184
	Iteration 101Q: 3 clusters Score -1393752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1393776.375000 Penalty: 3145.888184
	Iteration 102Q: 3 clusters Score -1393776 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1393799.750000 Penalty: 3145.888184
	Iteration 103Q: 3 clusters Score -1393800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -1393831.875000 Penalty: 3145.888184
	Iteration 104Q: 3 clusters Score -1393832 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1393846.875000 Penalty: 3145.888184
	Iteration 105Q: 3 clusters Score -1393847 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1393871.500000 Penalty: 3145.888184
	Iteration 106Q: 3 clusters Score -1393872 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1393891.250000 Penalty: 3145.888184
	Iteration 107Q: 3 clusters Score -1393891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1393900.375000 Penalty: 3145.888184
	Iteration 108Q: 3 clusters Score -1393900 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1393909.500000 Penalty: 3145.888184
	Iteration 109Q: 3 clusters Score -1393910 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1393915.625000 Penalty: 3145.888184
	Iteration 110Q: 3 clusters Score -1393916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1393916.750000 Penalty: 3145.888184
	Iteration 111Q: 3 clusters Score -1393917 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1393923.000000 Penalty: 3145.888184
	Iteration 112Q: 3 clusters Score -1393923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1393926.375000 Penalty: 3145.888184
	Iteration 113Q: 3 clusters Score -1393926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1393922.750000 Penalty: 3145.888184
	Iteration 114Q: 3 clusters Score -1393923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1393926.250000 Penalty: 3145.888184
	Iteration 115Q: 3 clusters Score -1393926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1393927.250000 Penalty: 3145.888184
	Iteration 116Q: 3 clusters Score -1393927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1393932.375000 Penalty: 3145.888184
	Iteration 117Q: 3 clusters Score -1393932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1393931.625000 Penalty: 3145.888184
	Iteration 118Q: 3 clusters Score -1393932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1393936.250000 Penalty: 3145.888184
	Iteration 119Q: 3 clusters Score -1393936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 11031 members 
Entering Unmasked Estep 
Score: -1393936.375000 Penalty: 3145.888184
	Iteration 120F: 3 clusters Score -1393936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1393934.500000 Penalty: 3145.888184
	Iteration 121Q: 3 clusters Score -1393934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1393934.875000 Penalty: 3145.888184
	Iteration 122Q: 3 clusters Score -1393935 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1393934.875000 Penalty: 3145.888184
	Iteration 123F: 3 clusters Score -1393935 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -197290.484375 Penalty: 1273.345947
	Iteration 0F: 2 clusters Score -197290.5 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 1275 members 
Entering Unmasked Estep 
Score: -194872.218750 Penalty: 2546.691895
	Iteration 0F: 3 clusters Score -194872.2 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -195534.812500 Penalty: 2546.691895
	Iteration 1F: 3 clusters Score -195534.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -195739.078125 Penalty: 2546.691895
	Iteration 2F: 3 clusters Score -195739.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -195905.515625 Penalty: 2546.691895
	Iteration 3F: 3 clusters Score -195905.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -196040.890625 Penalty: 2546.691895
	Iteration 4F: 3 clusters Score -196040.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -196171.671875 Penalty: 2546.691895
	Iteration 5F: 3 clusters Score -196171.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -196277.296875 Penalty: 2546.691895
	Iteration 6Q: 3 clusters Score -196277.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -196381.734375 Penalty: 2546.691895
	Iteration 7Q: 3 clusters Score -196381.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -196484.984375 Penalty: 2546.691895
	Iteration 8Q: 3 clusters Score -196485 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -196574.125000 Penalty: 2546.691895
	Iteration 9Q: 3 clusters Score -196574.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -196655.109375 Penalty: 2546.691895
	Iteration 10Q: 3 clusters Score -196655.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -196725.453125 Penalty: 2546.691895
	Iteration 11Q: 3 clusters Score -196725.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -196784.250000 Penalty: 2546.691895
	Iteration 12Q: 3 clusters Score -196784.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -196824.062500 Penalty: 2546.691895
	Iteration 13Q: 3 clusters Score -196824.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -196847.640625 Penalty: 2546.691895
	Iteration 14Q: 3 clusters Score -196847.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -196873.000000 Penalty: 2546.691895
	Iteration 15Q: 3 clusters Score -196873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -196896.687500 Penalty: 2546.691895
	Iteration 16Q: 3 clusters Score -196896.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -196914.734375 Penalty: 2546.691895
	Iteration 17Q: 3 clusters Score -196914.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -196935.750000 Penalty: 2546.691895
	Iteration 18Q: 3 clusters Score -196935.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -196954.421875 Penalty: 2546.691895
	Iteration 19Q: 3 clusters Score -196954.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -196973.453125 Penalty: 2546.691895
	Iteration 20F: 3 clusters Score -196973.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -196989.828125 Penalty: 2546.691895
	Iteration 21Q: 3 clusters Score -196989.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -197009.718750 Penalty: 2546.691895
	Iteration 22Q: 3 clusters Score -197009.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -197038.203125 Penalty: 2546.691895
	Iteration 23Q: 3 clusters Score -197038.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -197064.156250 Penalty: 2546.691895
	Iteration 24Q: 3 clusters Score -197064.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -197097.937500 Penalty: 2546.691895
	Iteration 25Q: 3 clusters Score -197097.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -197124.734375 Penalty: 2546.691895
	Iteration 26Q: 3 clusters Score -197124.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -197150.781250 Penalty: 2546.691895
	Iteration 27Q: 3 clusters Score -197150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -197170.703125 Penalty: 2546.691895
	Iteration 28Q: 3 clusters Score -197170.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -197184.015625 Penalty: 2546.691895
	Iteration 29Q: 3 clusters Score -197184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -197191.750000 Penalty: 2546.691895
	Iteration 30Q: 3 clusters Score -197191.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -197198.312500 Penalty: 2546.691895
	Iteration 31Q: 3 clusters Score -197198.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -197202.000000 Penalty: 2546.691895
	Iteration 32Q: 3 clusters Score -197202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -197203.750000 Penalty: 2546.691895
	Iteration 33Q: 3 clusters Score -197203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -197205.578125 Penalty: 2546.691895
	Iteration 34Q: 3 clusters Score -197205.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -197206.421875 Penalty: 2546.691895
	Iteration 35Q: 3 clusters Score -197206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197207.750000 Penalty: 2546.691895
	Iteration 36Q: 3 clusters Score -197207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -197207.750000 Penalty: 2546.691895
	Iteration 37F: 3 clusters Score -197207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Entering Unmasked Estep 
Score: -539627.312500 Penalty: 1416.490356
	Iteration 0F: 2 clusters Score -539627.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -534884.562500 Penalty: 2832.980713
	Iteration 0F: 3 clusters Score -534884.6 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -536287.250000 Penalty: 2832.980713
	Iteration 1F: 3 clusters Score -536287.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -536497.625000 Penalty: 2832.980713
	Iteration 2F: 3 clusters Score -536497.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -536670.500000 Penalty: 2832.980713
	Iteration 3F: 3 clusters Score -536670.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -536801.375000 Penalty: 2832.980713
	Iteration 4Q: 3 clusters Score -536801.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -536922.875000 Penalty: 2832.980713
	Iteration 5Q: 3 clusters Score -536922.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -537043.687500 Penalty: 2832.980713
	Iteration 6Q: 3 clusters Score -537043.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -537191.812500 Penalty: 2832.980713
	Iteration 7Q: 3 clusters Score -537191.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -537338.062500 Penalty: 2832.980713
	Iteration 8Q: 3 clusters Score -537338.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -537512.812500 Penalty: 2832.980713
	Iteration 9Q: 3 clusters Score -537512.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -537707.187500 Penalty: 2832.980713
	Iteration 10Q: 3 clusters Score -537707.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -537891.750000 Penalty: 2832.980713
	Iteration 11Q: 3 clusters Score -537891.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -538049.812500 Penalty: 2832.980713
	Iteration 12Q: 3 clusters Score -538049.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -538163.125000 Penalty: 2832.980713
	Iteration 13Q: 3 clusters Score -538163.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -538252.937500 Penalty: 2832.980713
	Iteration 14Q: 3 clusters Score -538252.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -538304.250000 Penalty: 2832.980713
	Iteration 15Q: 3 clusters Score -538304.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -538348.125000 Penalty: 2832.980713
	Iteration 16Q: 3 clusters Score -538348.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -538384.562500 Penalty: 2832.980713
	Iteration 17Q: 3 clusters Score -538384.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -538412.250000 Penalty: 2832.980713
	Iteration 18Q: 3 clusters Score -538412.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -538438.812500 Penalty: 2832.980713
	Iteration 19Q: 3 clusters Score -538438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -538461.000000 Penalty: 2832.980713
	Iteration 20F: 3 clusters Score -538461 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -538473.437500 Penalty: 2832.980713
	Iteration 21Q: 3 clusters Score -538473.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -538478.687500 Penalty: 2832.980713
	Iteration 22Q: 3 clusters Score -538478.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -538483.812500 Penalty: 2832.980713
	Iteration 23Q: 3 clusters Score -538483.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -538488.062500 Penalty: 2832.980713
	Iteration 24Q: 3 clusters Score -538488.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -538488.437500 Penalty: 2832.980713
	Iteration 25Q: 3 clusters Score -538488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -538488.437500 Penalty: 2832.980713
	Iteration 26F: 3 clusters Score -538488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -79402.031250 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -79402.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -77971.343750 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -77971.34 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78202.765625 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -78202.77 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -78274.773438 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -78274.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -78306.296875 Penalty: 2235.790771
	Iteration 3Q: 3 clusters Score -78306.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78318.726562 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -78318.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78327.335938 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -78327.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78335.773438 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -78335.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78338.562500 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -78338.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -78339.796875 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -78339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78342.359375 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -78342.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -78342.359375 Penalty: 2235.790771
	Iteration 10F: 3 clusters Score -78342.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Entering Unmasked Estep 
Score: -1075172.125000 Penalty: 1527.978149
	Iteration 0F: 2 clusters Score -1075172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1066757.125000 Penalty: 3055.956299
	Iteration 0F: 3 clusters Score -1066757 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1069486.125000 Penalty: 3055.956299
	Iteration 1F: 3 clusters Score -1069486 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1069715.625000 Penalty: 3055.956299
	Iteration 2F: 3 clusters Score -1069716 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1069891.750000 Penalty: 3055.956299
	Iteration 3Q: 3 clusters Score -1069892 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1070029.125000 Penalty: 3055.956299
	Iteration 4Q: 3 clusters Score -1070029 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1070147.625000 Penalty: 3055.956299
	Iteration 5Q: 3 clusters Score -1070148 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1070242.000000 Penalty: 3055.956299
	Iteration 6Q: 3 clusters Score -1070242 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1070341.625000 Penalty: 3055.956299
	Iteration 7Q: 3 clusters Score -1070342 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1070427.500000 Penalty: 3055.956299
	Iteration 8Q: 3 clusters Score -1070428 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1070498.875000 Penalty: 3055.956299
	Iteration 9Q: 3 clusters Score -1070499 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1070565.625000 Penalty: 3055.956299
	Iteration 10Q: 3 clusters Score -1070566 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1070638.000000 Penalty: 3055.956299
	Iteration 11Q: 3 clusters Score -1070638 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1070743.250000 Penalty: 3055.956299
	Iteration 12Q: 3 clusters Score -1070743 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1070888.375000 Penalty: 3055.956299
	Iteration 13Q: 3 clusters Score -1070888 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1071073.375000 Penalty: 3055.956299
	Iteration 14Q: 3 clusters Score -1071073 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1071328.000000 Penalty: 3055.956299
	Iteration 15Q: 3 clusters Score -1071328 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1071641.125000 Penalty: 3055.956299
	Iteration 16Q: 3 clusters Score -1071641 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1071993.500000 Penalty: 3055.956299
	Iteration 17Q: 3 clusters Score -1071994 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1072331.875000 Penalty: 3055.956299
	Iteration 18Q: 3 clusters Score -1072332 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -1072624.375000 Penalty: 3055.956299
	Iteration 19Q: 3 clusters Score -1072624 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1072892.375000 Penalty: 3055.956299
	Iteration 20F: 3 clusters Score -1072892 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1073135.125000 Penalty: 3055.956299
	Iteration 21Q: 3 clusters Score -1073135 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1073282.750000 Penalty: 3055.956299
	Iteration 22Q: 3 clusters Score -1073283 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1073372.875000 Penalty: 3055.956299
	Iteration 23Q: 3 clusters Score -1073373 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1073436.125000 Penalty: 3055.956299
	Iteration 24Q: 3 clusters Score -1073436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1073488.750000 Penalty: 3055.956299
	Iteration 25Q: 3 clusters Score -1073489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1073529.375000 Penalty: 3055.956299
	Iteration 26Q: 3 clusters Score -1073529 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1073567.250000 Penalty: 3055.956299
	Iteration 27Q: 3 clusters Score -1073567 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1073595.625000 Penalty: 3055.956299
	Iteration 28Q: 3 clusters Score -1073596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1073619.625000 Penalty: 3055.956299
	Iteration 29Q: 3 clusters Score -1073620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1073636.625000 Penalty: 3055.956299
	Iteration 30Q: 3 clusters Score -1073637 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1073650.875000 Penalty: 3055.956299
	Iteration 31Q: 3 clusters Score -1073651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1073663.500000 Penalty: 3055.956299
	Iteration 32Q: 3 clusters Score -1073664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1073678.500000 Penalty: 3055.956299
	Iteration 33Q: 3 clusters Score -1073678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1073690.375000 Penalty: 3055.956299
	Iteration 34Q: 3 clusters Score -1073690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1073700.125000 Penalty: 3055.956299
	Iteration 35Q: 3 clusters Score -1073700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1073711.375000 Penalty: 3055.956299
	Iteration 36Q: 3 clusters Score -1073711 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1073721.250000 Penalty: 3055.956299
	Iteration 37Q: 3 clusters Score -1073721 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1073728.375000 Penalty: 3055.956299
	Iteration 38Q: 3 clusters Score -1073728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1073732.250000 Penalty: 3055.956299
	Iteration 39Q: 3 clusters Score -1073732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1073733.750000 Penalty: 3055.956299
	Iteration 40F: 3 clusters Score -1073734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1073740.375000 Penalty: 3055.956299
	Iteration 41Q: 3 clusters Score -1073740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1073742.875000 Penalty: 3055.956299
	Iteration 42Q: 3 clusters Score -1073743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1073744.250000 Penalty: 3055.956299
	Iteration 43Q: 3 clusters Score -1073744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1073749.125000 Penalty: 3055.956299
	Iteration 44Q: 3 clusters Score -1073749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1073751.625000 Penalty: 3055.956299
	Iteration 45Q: 3 clusters Score -1073752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1073755.625000 Penalty: 3055.956299
	Iteration 46Q: 3 clusters Score -1073756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1073759.750000 Penalty: 3055.956299
	Iteration 47Q: 3 clusters Score -1073760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1073761.125000 Penalty: 3055.956299
	Iteration 48Q: 3 clusters Score -1073761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1073763.125000 Penalty: 3055.956299
	Iteration 49Q: 3 clusters Score -1073763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1073763.250000 Penalty: 3055.956299
	Iteration 50Q: 3 clusters Score -1073763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1073763.000000 Penalty: 3055.956299
	Iteration 51Q: 3 clusters Score -1073763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1073764.375000 Penalty: 3055.956299
	Iteration 52Q: 3 clusters Score -1073764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1073766.750000 Penalty: 3055.956299
	Iteration 53Q: 3 clusters Score -1073767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1073768.750000 Penalty: 3055.956299
	Iteration 54Q: 3 clusters Score -1073769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1073767.375000 Penalty: 3055.956299
	Iteration 55Q: 3 clusters Score -1073767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1073768.000000 Penalty: 3055.956299
	Iteration 56Q: 3 clusters Score -1073768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1073768.000000 Penalty: 3055.956299
	Iteration 57F: 3 clusters Score -1073768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Entering Unmasked Estep 
Score: -1940347.250000 Penalty: 1626.728394
	Iteration 0F: 2 clusters Score -1940347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1925190.875000 Penalty: 3253.456787
	Iteration 0F: 3 clusters Score -1925191 nChanged 10157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1931073.250000 Penalty: 3253.456787
	Iteration 1F: 3 clusters Score -1931073 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -1931750.250000 Penalty: 3253.456787
	Iteration 2F: 3 clusters Score -1931750 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -1932423.000000 Penalty: 3253.456787
	Iteration 3F: 3 clusters Score -1932423 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1933109.250000 Penalty: 3253.456787
	Iteration 4F: 3 clusters Score -1933109 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -1933813.125000 Penalty: 3253.456787
	Iteration 5F: 3 clusters Score -1933813 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -1934602.750000 Penalty: 3253.456787
	Iteration 6F: 3 clusters Score -1934603 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -1935443.875000 Penalty: 3253.456787
	Iteration 7F: 3 clusters Score -1935444 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1936324.000000 Penalty: 3253.456787
	Iteration 8F: 3 clusters Score -1936324 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1937067.125000 Penalty: 3253.456787
	Iteration 9Q: 3 clusters Score -1937067 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1937606.875000 Penalty: 3253.456787
	Iteration 10Q: 3 clusters Score -1937607 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1937918.000000 Penalty: 3253.456787
	Iteration 11Q: 3 clusters Score -1937918 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -1938047.875000 Penalty: 3253.456787
	Iteration 12Q: 3 clusters Score -1938048 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1938125.625000 Penalty: 3253.456787
	Iteration 13Q: 3 clusters Score -1938126 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -1938177.125000 Penalty: 3253.456787
	Iteration 14Q: 3 clusters Score -1938177 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1938209.125000 Penalty: 3253.456787
	Iteration 15Q: 3 clusters Score -1938209 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -1938241.375000 Penalty: 3253.456787
	Iteration 16Q: 3 clusters Score -1938241 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1938264.000000 Penalty: 3253.456787
	Iteration 17Q: 3 clusters Score -1938264 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1938289.125000 Penalty: 3253.456787
	Iteration 18Q: 3 clusters Score -1938289 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -1938293.375000 Penalty: 3253.456787
	Iteration 19Q: 3 clusters Score -1938293 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1938307.375000 Penalty: 3253.456787
	Iteration 20F: 3 clusters Score -1938307 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -1938318.750000 Penalty: 3253.456787
	Iteration 21Q: 3 clusters Score -1938319 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -1938322.875000 Penalty: 3253.456787
	Iteration 22Q: 3 clusters Score -1938323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -1938321.000000 Penalty: 3253.456787
	Iteration 23Q: 3 clusters Score -1938321 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1938325.875000 Penalty: 3253.456787
	Iteration 24Q: 3 clusters Score -1938326 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1938334.125000 Penalty: 3253.456787
	Iteration 25Q: 3 clusters Score -1938334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1938332.875000 Penalty: 3253.456787
	Iteration 26Q: 3 clusters Score -1938333 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1938341.500000 Penalty: 3253.456787
	Iteration 27Q: 3 clusters Score -1938342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -1938336.625000 Penalty: 3253.456787
	Iteration 28Q: 3 clusters Score -1938337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -1938338.875000 Penalty: 3253.456787
	Iteration 29Q: 3 clusters Score -1938339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -1938338.125000 Penalty: 3253.456787
	Iteration 30Q: 3 clusters Score -1938338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1938336.000000 Penalty: 3253.456787
	Iteration 31Q: 3 clusters Score -1938336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -1938333.750000 Penalty: 3253.456787
	Iteration 32Q: 3 clusters Score -1938334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1938333.250000 Penalty: 3253.456787
	Iteration 33Q: 3 clusters Score -1938333 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1938332.500000 Penalty: 3253.456787
	Iteration 34Q: 3 clusters Score -1938332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -1938335.875000 Penalty: 3253.456787
	Iteration 35Q: 3 clusters Score -1938336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1938337.875000 Penalty: 3253.456787
	Iteration 36Q: 3 clusters Score -1938338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1938334.625000 Penalty: 3253.456787
	Iteration 37Q: 3 clusters Score -1938335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -1938332.375000 Penalty: 3253.456787
	Iteration 38Q: 3 clusters Score -1938332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1938331.625000 Penalty: 3253.456787
	Iteration 39Q: 3 clusters Score -1938332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1938330.625000 Penalty: 3253.456787
	Iteration 40F: 3 clusters Score -1938331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1938330.625000 Penalty: 3253.456787
	Iteration 41Q: 3 clusters Score -1938331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1938334.250000 Penalty: 3253.456787
	Iteration 42Q: 3 clusters Score -1938334 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -1938334.250000 Penalty: 3253.456787
	Iteration 43F: 3 clusters Score -1938334 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Entering Unmasked Estep 
Score: -1146588.250000 Penalty: 1534.184326
	Iteration 0F: 2 clusters Score -1146588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1137787.250000 Penalty: 3068.368652
	Iteration 0F: 3 clusters Score -1137787 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1140799.750000 Penalty: 3068.368652
	Iteration 1F: 3 clusters Score -1140800 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1141107.750000 Penalty: 3068.368652
	Iteration 2F: 3 clusters Score -1141108 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1141358.000000 Penalty: 3068.368652
	Iteration 3Q: 3 clusters Score -1141358 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1141576.250000 Penalty: 3068.368652
	Iteration 4Q: 3 clusters Score -1141576 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1141793.875000 Penalty: 3068.368652
	Iteration 5Q: 3 clusters Score -1141794 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1142018.625000 Penalty: 3068.368652
	Iteration 6Q: 3 clusters Score -1142019 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1142294.750000 Penalty: 3068.368652
	Iteration 7Q: 3 clusters Score -1142295 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1142592.125000 Penalty: 3068.368652
	Iteration 8Q: 3 clusters Score -1142592 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1142923.250000 Penalty: 3068.368652
	Iteration 9Q: 3 clusters Score -1142923 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1143288.375000 Penalty: 3068.368652
	Iteration 10Q: 3 clusters Score -1143288 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1143652.000000 Penalty: 3068.368652
	Iteration 11Q: 3 clusters Score -1143652 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1143935.250000 Penalty: 3068.368652
	Iteration 12Q: 3 clusters Score -1143935 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1144133.000000 Penalty: 3068.368652
	Iteration 13Q: 3 clusters Score -1144133 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1144250.000000 Penalty: 3068.368652
	Iteration 14Q: 3 clusters Score -1144250 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1144314.875000 Penalty: 3068.368652
	Iteration 15Q: 3 clusters Score -1144315 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1144349.875000 Penalty: 3068.368652
	Iteration 16Q: 3 clusters Score -1144350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1144380.875000 Penalty: 3068.368652
	Iteration 17Q: 3 clusters Score -1144381 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1144406.750000 Penalty: 3068.368652
	Iteration 18Q: 3 clusters Score -1144407 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1144424.375000 Penalty: 3068.368652
	Iteration 19Q: 3 clusters Score -1144424 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1144446.250000 Penalty: 3068.368652
	Iteration 20F: 3 clusters Score -1144446 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1144467.875000 Penalty: 3068.368652
	Iteration 21Q: 3 clusters Score -1144468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1144489.500000 Penalty: 3068.368652
	Iteration 22Q: 3 clusters Score -1144490 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1144501.625000 Penalty: 3068.368652
	Iteration 23Q: 3 clusters Score -1144502 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1144518.125000 Penalty: 3068.368652
	Iteration 24Q: 3 clusters Score -1144518 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1144530.125000 Penalty: 3068.368652
	Iteration 25Q: 3 clusters Score -1144530 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1144540.625000 Penalty: 3068.368652
	Iteration 26Q: 3 clusters Score -1144541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1144547.875000 Penalty: 3068.368652
	Iteration 27Q: 3 clusters Score -1144548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1144556.875000 Penalty: 3068.368652
	Iteration 28Q: 3 clusters Score -1144557 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1144563.750000 Penalty: 3068.368652
	Iteration 29Q: 3 clusters Score -1144564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1144568.250000 Penalty: 3068.368652
	Iteration 30Q: 3 clusters Score -1144568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1144565.750000 Penalty: 3068.368652
	Iteration 31Q: 3 clusters Score -1144566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1144572.750000 Penalty: 3068.368652
	Iteration 32Q: 3 clusters Score -1144573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1144571.250000 Penalty: 3068.368652
	Iteration 33Q: 3 clusters Score -1144571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1144576.625000 Penalty: 3068.368652
	Iteration 34Q: 3 clusters Score -1144577 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1144578.625000 Penalty: 3068.368652
	Iteration 35Q: 3 clusters Score -1144579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1144578.875000 Penalty: 3068.368652
	Iteration 36Q: 3 clusters Score -1144579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1144581.125000 Penalty: 3068.368652
	Iteration 37Q: 3 clusters Score -1144581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1144585.625000 Penalty: 3068.368652
	Iteration 38Q: 3 clusters Score -1144586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1144583.750000 Penalty: 3068.368652
	Iteration 39Q: 3 clusters Score -1144584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1144582.250000 Penalty: 3068.368652
	Iteration 40F: 3 clusters Score -1144582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1144584.500000 Penalty: 3068.368652
	Iteration 41Q: 3 clusters Score -1144584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1144588.375000 Penalty: 3068.368652
	Iteration 42Q: 3 clusters Score -1144588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1144588.250000 Penalty: 3068.368652
	Iteration 43Q: 3 clusters Score -1144588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1144587.375000 Penalty: 3068.368652
	Iteration 44Q: 3 clusters Score -1144587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1144592.250000 Penalty: 3068.368652
	Iteration 45Q: 3 clusters Score -1144592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1144592.000000 Penalty: 3068.368652
	Iteration 46Q: 3 clusters Score -1144592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1144593.375000 Penalty: 3068.368652
	Iteration 47Q: 3 clusters Score -1144593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1144597.750000 Penalty: 3068.368652
	Iteration 48Q: 3 clusters Score -1144598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1144598.375000 Penalty: 3068.368652
	Iteration 49Q: 3 clusters Score -1144598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1144598.875000 Penalty: 3068.368652
	Iteration 50Q: 3 clusters Score -1144599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1144599.625000 Penalty: 3068.368652
	Iteration 51Q: 3 clusters Score -1144600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1144602.250000 Penalty: 3068.368652
	Iteration 52Q: 3 clusters Score -1144602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1144601.750000 Penalty: 3068.368652
	Iteration 53Q: 3 clusters Score -1144602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1144601.375000 Penalty: 3068.368652
	Iteration 54Q: 3 clusters Score -1144601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1144601.125000 Penalty: 3068.368652
	Iteration 55Q: 3 clusters Score -1144601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1144601.000000 Penalty: 3068.368652
	Iteration 56Q: 3 clusters Score -1144601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -1144601.625000 Penalty: 3068.368652
	Iteration 57Q: 3 clusters Score -1144602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1144602.125000 Penalty: 3068.368652
	Iteration 58Q: 3 clusters Score -1144602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1144602.500000 Penalty: 3068.368652
	Iteration 59Q: 3 clusters Score -1144602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1144602.500000 Penalty: 3068.368652
	Iteration 60F: 3 clusters Score -1144602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Entering Unmasked Estep 
Score: -970411.375000 Penalty: 1516.870972
	Iteration 0F: 2 clusters Score -970411.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -962588.562500 Penalty: 3033.741943
	Iteration 0F: 3 clusters Score -962588.6 nChanged 4895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -965367.812500 Penalty: 3033.741943
	Iteration 1F: 3 clusters Score -965367.8 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -965974.187500 Penalty: 3033.741943
	Iteration 2F: 3 clusters Score -965974.2 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -966781.187500 Penalty: 3033.741943
	Iteration 3F: 3 clusters Score -966781.2 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -967553.000000 Penalty: 3033.741943
	Iteration 4F: 3 clusters Score -967553 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -968188.062500 Penalty: 3033.741943
	Iteration 5F: 3 clusters Score -968188.1 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -968579.625000 Penalty: 3033.741943
	Iteration 6F: 3 clusters Score -968579.6 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -968802.375000 Penalty: 3033.741943
	Iteration 7Q: 3 clusters Score -968802.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -968922.437500 Penalty: 3033.741943
	Iteration 8Q: 3 clusters Score -968922.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -968989.312500 Penalty: 3033.741943
	Iteration 9Q: 3 clusters Score -968989.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -969030.125000 Penalty: 3033.741943
	Iteration 10Q: 3 clusters Score -969030.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -969057.937500 Penalty: 3033.741943
	Iteration 11Q: 3 clusters Score -969057.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -969073.687500 Penalty: 3033.741943
	Iteration 12Q: 3 clusters Score -969073.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -969089.125000 Penalty: 3033.741943
	Iteration 13Q: 3 clusters Score -969089.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -969094.375000 Penalty: 3033.741943
	Iteration 14Q: 3 clusters Score -969094.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -969101.000000 Penalty: 3033.741943
	Iteration 15Q: 3 clusters Score -969101 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -969107.375000 Penalty: 3033.741943
	Iteration 16Q: 3 clusters Score -969107.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -969113.250000 Penalty: 3033.741943
	Iteration 17Q: 3 clusters Score -969113.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -969118.750000 Penalty: 3033.741943
	Iteration 18Q: 3 clusters Score -969118.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -969124.750000 Penalty: 3033.741943
	Iteration 19Q: 3 clusters Score -969124.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -969126.625000 Penalty: 3033.741943
	Iteration 20F: 3 clusters Score -969126.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -969127.687500 Penalty: 3033.741943
	Iteration 21Q: 3 clusters Score -969127.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -969135.812500 Penalty: 3033.741943
	Iteration 22Q: 3 clusters Score -969135.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -969135.062500 Penalty: 3033.741943
	Iteration 23Q: 3 clusters Score -969135.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -969137.875000 Penalty: 3033.741943
	Iteration 24Q: 3 clusters Score -969137.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -969137.875000 Penalty: 3033.741943
	Iteration 25Q: 3 clusters Score -969137.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -969143.125000 Penalty: 3033.741943
	Iteration 26Q: 3 clusters Score -969143.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -969147.562500 Penalty: 3033.741943
	Iteration 27Q: 3 clusters Score -969147.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -969150.687500 Penalty: 3033.741943
	Iteration 28Q: 3 clusters Score -969150.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -969155.000000 Penalty: 3033.741943
	Iteration 29Q: 3 clusters Score -969155 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -969155.625000 Penalty: 3033.741943
	Iteration 30Q: 3 clusters Score -969155.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -969158.187500 Penalty: 3033.741943
	Iteration 31Q: 3 clusters Score -969158.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -969165.250000 Penalty: 3033.741943
	Iteration 32Q: 3 clusters Score -969165.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -969166.625000 Penalty: 3033.741943
	Iteration 33Q: 3 clusters Score -969166.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -969172.312500 Penalty: 3033.741943
	Iteration 34Q: 3 clusters Score -969172.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -969175.625000 Penalty: 3033.741943
	Iteration 35Q: 3 clusters Score -969175.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -969177.500000 Penalty: 3033.741943
	Iteration 36Q: 3 clusters Score -969177.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -969184.062500 Penalty: 3033.741943
	Iteration 37Q: 3 clusters Score -969184.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -969190.750000 Penalty: 3033.741943
	Iteration 38Q: 3 clusters Score -969190.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -969197.187500 Penalty: 3033.741943
	Iteration 39Q: 3 clusters Score -969197.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -969198.687500 Penalty: 3033.741943
	Iteration 40F: 3 clusters Score -969198.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -969203.750000 Penalty: 3033.741943
	Iteration 41Q: 3 clusters Score -969203.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -969206.562500 Penalty: 3033.741943
	Iteration 42Q: 3 clusters Score -969206.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -969211.875000 Penalty: 3033.741943
	Iteration 43Q: 3 clusters Score -969211.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -969216.125000 Penalty: 3033.741943
	Iteration 44Q: 3 clusters Score -969216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -969219.000000 Penalty: 3033.741943
	Iteration 45Q: 3 clusters Score -969219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -969223.000000 Penalty: 3033.741943
	Iteration 46Q: 3 clusters Score -969223 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -969225.562500 Penalty: 3033.741943
	Iteration 47Q: 3 clusters Score -969225.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -969232.437500 Penalty: 3033.741943
	Iteration 48Q: 3 clusters Score -969232.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -969238.250000 Penalty: 3033.741943
	Iteration 49Q: 3 clusters Score -969238.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -969237.937500 Penalty: 3033.741943
	Iteration 50Q: 3 clusters Score -969237.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -969243.000000 Penalty: 3033.741943
	Iteration 51Q: 3 clusters Score -969243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -969247.625000 Penalty: 3033.741943
	Iteration 52Q: 3 clusters Score -969247.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -969251.187500 Penalty: 3033.741943
	Iteration 53Q: 3 clusters Score -969251.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -969250.500000 Penalty: 3033.741943
	Iteration 54Q: 3 clusters Score -969250.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -969258.937500 Penalty: 3033.741943
	Iteration 55Q: 3 clusters Score -969258.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -969264.500000 Penalty: 3033.741943
	Iteration 56Q: 3 clusters Score -969264.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -969269.187500 Penalty: 3033.741943
	Iteration 57Q: 3 clusters Score -969269.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -969273.562500 Penalty: 3033.741943
	Iteration 58Q: 3 clusters Score -969273.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -969281.250000 Penalty: 3033.741943
	Iteration 59Q: 3 clusters Score -969281.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -969287.812500 Penalty: 3033.741943
	Iteration 60F: 3 clusters Score -969287.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -969297.937500 Penalty: 3033.741943
	Iteration 61Q: 3 clusters Score -969297.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -969305.687500 Penalty: 3033.741943
	Iteration 62Q: 3 clusters Score -969305.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -969313.937500 Penalty: 3033.741943
	Iteration 63Q: 3 clusters Score -969313.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -969331.062500 Penalty: 3033.741943
	Iteration 64Q: 3 clusters Score -969331.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -969347.875000 Penalty: 3033.741943
	Iteration 65Q: 3 clusters Score -969347.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -969363.437500 Penalty: 3033.741943
	Iteration 66Q: 3 clusters Score -969363.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -969376.312500 Penalty: 3033.741943
	Iteration 67Q: 3 clusters Score -969376.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -969390.500000 Penalty: 3033.741943
	Iteration 68Q: 3 clusters Score -969390.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -969407.000000 Penalty: 3033.741943
	Iteration 69Q: 3 clusters Score -969407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -969420.125000 Penalty: 3033.741943
	Iteration 70Q: 3 clusters Score -969420.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -969438.687500 Penalty: 3033.741943
	Iteration 71Q: 3 clusters Score -969438.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -969459.437500 Penalty: 3033.741943
	Iteration 72Q: 3 clusters Score -969459.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -969473.875000 Penalty: 3033.741943
	Iteration 73Q: 3 clusters Score -969473.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -969491.562500 Penalty: 3033.741943
	Iteration 74Q: 3 clusters Score -969491.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -969503.500000 Penalty: 3033.741943
	Iteration 75Q: 3 clusters Score -969503.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -969511.937500 Penalty: 3033.741943
	Iteration 76Q: 3 clusters Score -969511.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -969516.062500 Penalty: 3033.741943
	Iteration 77Q: 3 clusters Score -969516.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -969520.062500 Penalty: 3033.741943
	Iteration 78Q: 3 clusters Score -969520.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -969523.187500 Penalty: 3033.741943
	Iteration 79Q: 3 clusters Score -969523.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -969528.375000 Penalty: 3033.741943
	Iteration 80F: 3 clusters Score -969528.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -969529.250000 Penalty: 3033.741943
	Iteration 81Q: 3 clusters Score -969529.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -969531.687500 Penalty: 3033.741943
	Iteration 82Q: 3 clusters Score -969531.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -969531.875000 Penalty: 3033.741943
	Iteration 83Q: 3 clusters Score -969531.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -969533.875000 Penalty: 3033.741943
	Iteration 84Q: 3 clusters Score -969533.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -969534.187500 Penalty: 3033.741943
	Iteration 85Q: 3 clusters Score -969534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -969534.812500 Penalty: 3033.741943
	Iteration 86Q: 3 clusters Score -969534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -969537.562500 Penalty: 3033.741943
	Iteration 87Q: 3 clusters Score -969537.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -969538.500000 Penalty: 3033.741943
	Iteration 88Q: 3 clusters Score -969538.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -969539.375000 Penalty: 3033.741943
	Iteration 89Q: 3 clusters Score -969539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -969538.875000 Penalty: 3033.741943
	Iteration 90Q: 3 clusters Score -969538.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -969539.375000 Penalty: 3033.741943
	Iteration 91Q: 3 clusters Score -969539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -969539.375000 Penalty: 3033.741943
	Iteration 92F: 3 clusters Score -969539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Entering Unmasked Estep 
Score: -402063.156250 Penalty: 1374.196411
	Iteration 0F: 2 clusters Score -402063.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -398355.343750 Penalty: 2748.392822
	Iteration 0F: 3 clusters Score -398355.3 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -399610.593750 Penalty: 2748.392822
	Iteration 1F: 3 clusters Score -399610.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -399998.656250 Penalty: 2748.392822
	Iteration 2F: 3 clusters Score -399998.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -400468.968750 Penalty: 2748.392822
	Iteration 3F: 3 clusters Score -400469 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -401016.937500 Penalty: 2748.392822
	Iteration 4F: 3 clusters Score -401016.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -401507.250000 Penalty: 2748.392822
	Iteration 5F: 3 clusters Score -401507.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -401791.906250 Penalty: 2748.392822
	Iteration 6F: 3 clusters Score -401791.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -401962.562500 Penalty: 2748.392822
	Iteration 7Q: 3 clusters Score -401962.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -402068.093750 Penalty: 2748.392822
	Iteration 8Q: 3 clusters Score -402068.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -402121.562500 Penalty: 2748.392822
	Iteration 9Q: 3 clusters Score -402121.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -402145.500000 Penalty: 2748.392822
	Iteration 10Q: 3 clusters Score -402145.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -402159.906250 Penalty: 2748.392822
	Iteration 11Q: 3 clusters Score -402159.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -402167.312500 Penalty: 2748.392822
	Iteration 12Q: 3 clusters Score -402167.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -402170.875000 Penalty: 2748.392822
	Iteration 13Q: 3 clusters Score -402170.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -402172.281250 Penalty: 2748.392822
	Iteration 14Q: 3 clusters Score -402172.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -402174.093750 Penalty: 2748.392822
	Iteration 15Q: 3 clusters Score -402174.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -402173.906250 Penalty: 2748.392822
	Iteration 16Q: 3 clusters Score -402173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -402173.906250 Penalty: 2748.392822
	Iteration 17F: 3 clusters Score -402173.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36149 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 11323 members 
Mstep: Class 17 contains 2905 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8536 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 3720 members 
Mstep: Class 27 contains 15838 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111614 members 
Mstep: Class 30 contains 48462 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2979 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Mstep: Class 40 contains 1801 members 
Entering Unmasked Estep 
Score: -40891376.000000 Penalty: 85108.453125
Splitting cluster 17 changes total score from -40891972.000000 to -40891376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -181376.718750 Penalty: 1251.738770
	Iteration 0F: 2 clusters Score -181376.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -179159.843750 Penalty: 2503.477539
	Iteration 0F: 3 clusters Score -179159.8 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -179775.937500 Penalty: 2503.477539
	Iteration 1F: 3 clusters Score -179775.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -180073.500000 Penalty: 2503.477539
	Iteration 2F: 3 clusters Score -180073.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -180293.609375 Penalty: 2503.477539
	Iteration 3F: 3 clusters Score -180293.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -180467.781250 Penalty: 2503.477539
	Iteration 4F: 3 clusters Score -180467.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -180602.187500 Penalty: 2503.477539
	Iteration 5Q: 3 clusters Score -180602.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -180690.171875 Penalty: 2503.477539
	Iteration 6Q: 3 clusters Score -180690.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -180767.375000 Penalty: 2503.477539
	Iteration 7Q: 3 clusters Score -180767.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -180854.687500 Penalty: 2503.477539
	Iteration 8Q: 3 clusters Score -180854.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -180929.406250 Penalty: 2503.477539
	Iteration 9Q: 3 clusters Score -180929.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -180997.921875 Penalty: 2503.477539
	Iteration 10Q: 3 clusters Score -180997.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -181047.656250 Penalty: 2503.477539
	Iteration 11Q: 3 clusters Score -181047.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -181071.875000 Penalty: 2503.477539
	Iteration 12Q: 3 clusters Score -181071.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -181092.515625 Penalty: 2503.477539
	Iteration 13Q: 3 clusters Score -181092.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -181115.109375 Penalty: 2503.477539
	Iteration 14Q: 3 clusters Score -181115.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -181136.125000 Penalty: 2503.477539
	Iteration 15Q: 3 clusters Score -181136.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -181151.953125 Penalty: 2503.477539
	Iteration 16Q: 3 clusters Score -181152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -181160.578125 Penalty: 2503.477539
	Iteration 17Q: 3 clusters Score -181160.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -181162.031250 Penalty: 2503.477539
	Iteration 18Q: 3 clusters Score -181162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -181162.234375 Penalty: 2503.477539
	Iteration 19Q: 3 clusters Score -181162.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -181163.140625 Penalty: 2503.477539
	Iteration 20F: 3 clusters Score -181163.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -181163.875000 Penalty: 2503.477539
	Iteration 21Q: 3 clusters Score -181163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -181163.875000 Penalty: 2503.477539
	Iteration 22F: 3 clusters Score -181163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (37660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Entering Unmasked Estep 
Score: -3313361.250000 Penalty: 1712.157593
	Iteration 0F: 2 clusters Score -3313361 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -3288119.250000 Penalty: 3424.315186
	Iteration 0F: 3 clusters Score -3288119 nChanged 17531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
Score: -3297770.000000 Penalty: 3424.315186
	Iteration 1F: 3 clusters Score -3297770 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -3298192.750000 Penalty: 3424.315186
	Iteration 2Q: 3 clusters Score -3298193 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -3298630.750000 Penalty: 3424.315186
	Iteration 3Q: 3 clusters Score -3298631 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -3299229.250000 Penalty: 3424.315186
	Iteration 4Q: 3 clusters Score -3299229 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -3300097.250000 Penalty: 3424.315186
	Iteration 5Q: 3 clusters Score -3300097 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -3301491.250000 Penalty: 3424.315186
	Iteration 6F: 3 clusters Score -3301491 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -3303517.000000 Penalty: 3424.315186
	Iteration 7F: 3 clusters Score -3303517 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 29655 members 
Entering Unmasked Estep 
Score: -3305753.000000 Penalty: 3424.315186
	Iteration 8F: 3 clusters Score -3305753 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -3307816.250000 Penalty: 3424.315186
	Iteration 9F: 3 clusters Score -3307816 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 33567 members 
Entering Unmasked Estep 
Score: -3309310.250000 Penalty: 3424.315186
	Iteration 10Q: 3 clusters Score -3309310 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -3310252.000000 Penalty: 3424.315186
	Iteration 11Q: 3 clusters Score -3310252 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -3310849.000000 Penalty: 3424.315186
	Iteration 12Q: 3 clusters Score -3310849 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3311256.750000 Penalty: 3424.315186
	Iteration 13Q: 3 clusters Score -3311257 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3311480.250000 Penalty: 3424.315186
	Iteration 14Q: 3 clusters Score -3311480 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 36779 members 
Entering Unmasked Estep 
Score: -3311617.500000 Penalty: 3424.315186
	Iteration 15Q: 3 clusters Score -3311618 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -3311706.500000 Penalty: 3424.315186
	Iteration 16Q: 3 clusters Score -3311706 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -3311771.000000 Penalty: 3424.315186
	Iteration 17Q: 3 clusters Score -3311771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -3311811.250000 Penalty: 3424.315186
	Iteration 18Q: 3 clusters Score -3311811 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -3311844.250000 Penalty: 3424.315186
	Iteration 19Q: 3 clusters Score -3311844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -3311858.000000 Penalty: 3424.315186
	Iteration 20F: 3 clusters Score -3311858 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -3311865.000000 Penalty: 3424.315186
	Iteration 21Q: 3 clusters Score -3311865 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -3311881.500000 Penalty: 3424.315186
	Iteration 22Q: 3 clusters Score -3311882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 37159 members 
Entering Unmasked Estep 
Score: -3311884.250000 Penalty: 3424.315186
	Iteration 23Q: 3 clusters Score -3311884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 37167 members 
Entering Unmasked Estep 
Score: -3311885.750000 Penalty: 3424.315186
	Iteration 24Q: 3 clusters Score -3311886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -3311895.250000 Penalty: 3424.315186
	Iteration 25Q: 3 clusters Score -3311895 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -3311902.750000 Penalty: 3424.315186
	Iteration 26Q: 3 clusters Score -3311903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -3311914.500000 Penalty: 3424.315186
	Iteration 27Q: 3 clusters Score -3311914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -3311922.500000 Penalty: 3424.315186
	Iteration 28Q: 3 clusters Score -3311922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3311930.500000 Penalty: 3424.315186
	Iteration 29Q: 3 clusters Score -3311930 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -3311934.750000 Penalty: 3424.315186
	Iteration 30Q: 3 clusters Score -3311935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3311941.250000 Penalty: 3424.315186
	Iteration 31Q: 3 clusters Score -3311941 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3311949.000000 Penalty: 3424.315186
	Iteration 32Q: 3 clusters Score -3311949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -3311950.750000 Penalty: 3424.315186
	Iteration 33Q: 3 clusters Score -3311951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -3311952.500000 Penalty: 3424.315186
	Iteration 34Q: 3 clusters Score -3311952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 37226 members 
Entering Unmasked Estep 
Score: -3311951.250000 Penalty: 3424.315186
	Iteration 35Q: 3 clusters Score -3311951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3311951.750000 Penalty: 3424.315186
	Iteration 36Q: 3 clusters Score -3311952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -3311951.750000 Penalty: 3424.315186
	Iteration 37F: 3 clusters Score -3311952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Entering Unmasked Estep 
Score: -2235030.750000 Penalty: 1646.685303
	Iteration 0F: 2 clusters Score -2235031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2217943.500000 Penalty: 3293.370605
	Iteration 0F: 3 clusters Score -2217944 nChanged 11558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -2224342.500000 Penalty: 3293.370605
	Iteration 1F: 3 clusters Score -2224342 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2224835.500000 Penalty: 3293.370605
	Iteration 2F: 3 clusters Score -2224836 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2225367.250000 Penalty: 3293.370605
	Iteration 3Q: 3 clusters Score -2225367 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2225967.000000 Penalty: 3293.370605
	Iteration 4F: 3 clusters Score -2225967 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -2226639.250000 Penalty: 3293.370605
	Iteration 5F: 3 clusters Score -2226639 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 14054 members 
Entering Unmasked Estep 
Score: -2227322.000000 Penalty: 3293.370605
	Iteration 6F: 3 clusters Score -2227322 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2228006.250000 Penalty: 3293.370605
	Iteration 7F: 3 clusters Score -2228006 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -2228591.500000 Penalty: 3293.370605
	Iteration 8Q: 3 clusters Score -2228592 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2229060.250000 Penalty: 3293.370605
	Iteration 9Q: 3 clusters Score -2229060 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2229489.500000 Penalty: 3293.370605
	Iteration 10Q: 3 clusters Score -2229490 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -2229875.250000 Penalty: 3293.370605
	Iteration 11Q: 3 clusters Score -2229875 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2230269.750000 Penalty: 3293.370605
	Iteration 12Q: 3 clusters Score -2230270 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -2230661.250000 Penalty: 3293.370605
	Iteration 13Q: 3 clusters Score -2230661 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2231141.750000 Penalty: 3293.370605
	Iteration 14Q: 3 clusters Score -2231142 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2231644.750000 Penalty: 3293.370605
	Iteration 15Q: 3 clusters Score -2231645 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2232082.250000 Penalty: 3293.370605
	Iteration 16Q: 3 clusters Score -2232082 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2232388.250000 Penalty: 3293.370605
	Iteration 17Q: 3 clusters Score -2232388 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
Score: -2232593.250000 Penalty: 3293.370605
	Iteration 18Q: 3 clusters Score -2232593 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2232752.250000 Penalty: 3293.370605
	Iteration 19Q: 3 clusters Score -2232752 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 22580 members 
Entering Unmasked Estep 
Score: -2232911.750000 Penalty: 3293.370605
	Iteration 20F: 3 clusters Score -2232912 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2233052.000000 Penalty: 3293.370605
	Iteration 21Q: 3 clusters Score -2233052 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2233184.500000 Penalty: 3293.370605
	Iteration 22Q: 3 clusters Score -2233184 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2233320.250000 Penalty: 3293.370605
	Iteration 23Q: 3 clusters Score -2233320 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23607 members 
Entering Unmasked Estep 
Score: -2233453.250000 Penalty: 3293.370605
	Iteration 24Q: 3 clusters Score -2233453 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -2233573.250000 Penalty: 3293.370605
	Iteration 25Q: 3 clusters Score -2233573 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -2233666.250000 Penalty: 3293.370605
	Iteration 26Q: 3 clusters Score -2233666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -2233745.000000 Penalty: 3293.370605
	Iteration 27Q: 3 clusters Score -2233745 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -2233804.500000 Penalty: 3293.370605
	Iteration 28Q: 3 clusters Score -2233804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -2233836.750000 Penalty: 3293.370605
	Iteration 29Q: 3 clusters Score -2233837 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 24301 members 
Entering Unmasked Estep 
Score: -2233862.250000 Penalty: 3293.370605
	Iteration 30Q: 3 clusters Score -2233862 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24331 members 
Entering Unmasked Estep 
Score: -2233873.250000 Penalty: 3293.370605
	Iteration 31Q: 3 clusters Score -2233873 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -2233885.000000 Penalty: 3293.370605
	Iteration 32Q: 3 clusters Score -2233885 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 24384 members 
Entering Unmasked Estep 
Score: -2233898.500000 Penalty: 3293.370605
	Iteration 33Q: 3 clusters Score -2233898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -2233900.000000 Penalty: 3293.370605
	Iteration 34Q: 3 clusters Score -2233900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -2233908.000000 Penalty: 3293.370605
	Iteration 35Q: 3 clusters Score -2233908 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2233918.000000 Penalty: 3293.370605
	Iteration 36Q: 3 clusters Score -2233918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 24436 members 
Entering Unmasked Estep 
Score: -2233913.000000 Penalty: 3293.370605
	Iteration 37Q: 3 clusters Score -2233913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2233919.000000 Penalty: 3293.370605
	Iteration 38Q: 3 clusters Score -2233919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24460 members 
Entering Unmasked Estep 
Score: -2233922.000000 Penalty: 3293.370605
	Iteration 39Q: 3 clusters Score -2233922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2233934.500000 Penalty: 3293.370605
	Iteration 40F: 3 clusters Score -2233934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2233942.750000 Penalty: 3293.370605
	Iteration 41Q: 3 clusters Score -2233943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2233944.000000 Penalty: 3293.370605
	Iteration 42Q: 3 clusters Score -2233944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 24500 members 
Entering Unmasked Estep 
Score: -2233948.250000 Penalty: 3293.370605
	Iteration 43Q: 3 clusters Score -2233948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -2233948.000000 Penalty: 3293.370605
	Iteration 44Q: 3 clusters Score -2233948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -2233950.250000 Penalty: 3293.370605
	Iteration 45Q: 3 clusters Score -2233950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -2233951.250000 Penalty: 3293.370605
	Iteration 46Q: 3 clusters Score -2233951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -2233951.750000 Penalty: 3293.370605
	Iteration 47Q: 3 clusters Score -2233952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -2233951.500000 Penalty: 3293.370605
	Iteration 48Q: 3 clusters Score -2233952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -2233955.000000 Penalty: 3293.370605
	Iteration 49Q: 3 clusters Score -2233955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -2233953.500000 Penalty: 3293.370605
	Iteration 50Q: 3 clusters Score -2233954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -2233955.250000 Penalty: 3293.370605
	Iteration 51Q: 3 clusters Score -2233955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -2233960.250000 Penalty: 3293.370605
	Iteration 52Q: 3 clusters Score -2233960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2233958.500000 Penalty: 3293.370605
	Iteration 53Q: 3 clusters Score -2233958 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2233958.500000 Penalty: 3293.370605
	Iteration 54F: 3 clusters Score -2233958 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Entering Unmasked Estep 
Score: -735107.562500 Penalty: 1469.715698
	Iteration 0F: 2 clusters Score -735107.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -728934.250000 Penalty: 2939.431396
	Iteration 0F: 3 clusters Score -728934.2 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -730876.437500 Penalty: 2939.431396
	Iteration 1F: 3 clusters Score -730876.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -731109.937500 Penalty: 2939.431396
	Iteration 2F: 3 clusters Score -731109.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -731338.812500 Penalty: 2939.431396
	Iteration 3F: 3 clusters Score -731338.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -731556.812500 Penalty: 2939.431396
	Iteration 4F: 3 clusters Score -731556.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -731768.375000 Penalty: 2939.431396
	Iteration 5Q: 3 clusters Score -731768.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -731992.875000 Penalty: 2939.431396
	Iteration 6Q: 3 clusters Score -731992.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -732228.812500 Penalty: 2939.431396
	Iteration 7Q: 3 clusters Score -732228.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -732497.187500 Penalty: 2939.431396
	Iteration 8Q: 3 clusters Score -732497.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -732733.937500 Penalty: 2939.431396
	Iteration 9Q: 3 clusters Score -732733.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -732948.875000 Penalty: 2939.431396
	Iteration 10Q: 3 clusters Score -732948.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -733149.187500 Penalty: 2939.431396
	Iteration 11Q: 3 clusters Score -733149.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -733375.812500 Penalty: 2939.431396
	Iteration 12Q: 3 clusters Score -733375.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -733583.437500 Penalty: 2939.431396
	Iteration 13Q: 3 clusters Score -733583.4 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -733769.375000 Penalty: 2939.431396
	Iteration 14Q: 3 clusters Score -733769.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -733931.312500 Penalty: 2939.431396
	Iteration 15Q: 3 clusters Score -733931.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -734056.187500 Penalty: 2939.431396
	Iteration 16Q: 3 clusters Score -734056.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -734146.000000 Penalty: 2939.431396
	Iteration 17Q: 3 clusters Score -734146 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -734191.062500 Penalty: 2939.431396
	Iteration 18Q: 3 clusters Score -734191.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -734213.312500 Penalty: 2939.431396
	Iteration 19Q: 3 clusters Score -734213.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -734223.125000 Penalty: 2939.431396
	Iteration 20F: 3 clusters Score -734223.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -734226.875000 Penalty: 2939.431396
	Iteration 21Q: 3 clusters Score -734226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -734232.187500 Penalty: 2939.431396
	Iteration 22Q: 3 clusters Score -734232.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -734235.250000 Penalty: 2939.431396
	Iteration 23Q: 3 clusters Score -734235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -734237.937500 Penalty: 2939.431396
	Iteration 24Q: 3 clusters Score -734237.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -734237.750000 Penalty: 2939.431396
	Iteration 25Q: 3 clusters Score -734237.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -734238.812500 Penalty: 2939.431396
	Iteration 26Q: 3 clusters Score -734238.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -734242.437500 Penalty: 2939.431396
	Iteration 27Q: 3 clusters Score -734242.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -734244.437500 Penalty: 2939.431396
	Iteration 28Q: 3 clusters Score -734244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -734246.375000 Penalty: 2939.431396
	Iteration 29Q: 3 clusters Score -734246.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -734247.937500 Penalty: 2939.431396
	Iteration 30Q: 3 clusters Score -734247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -734248.812500 Penalty: 2939.431396
	Iteration 31Q: 3 clusters Score -734248.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -734250.875000 Penalty: 2939.431396
	Iteration 32Q: 3 clusters Score -734250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -734253.437500 Penalty: 2939.431396
	Iteration 33Q: 3 clusters Score -734253.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -734252.500000 Penalty: 2939.431396
	Iteration 34Q: 3 clusters Score -734252.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -734253.125000 Penalty: 2939.431396
	Iteration 35Q: 3 clusters Score -734253.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -734253.375000 Penalty: 2939.431396
	Iteration 36Q: 3 clusters Score -734253.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -734254.000000 Penalty: 2939.431396
	Iteration 37Q: 3 clusters Score -734254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -734254.375000 Penalty: 2939.431396
	Iteration 38Q: 3 clusters Score -734254.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -734254.375000 Penalty: 2939.431396
	Iteration 39F: 3 clusters Score -734254.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Entering Unmasked Estep 
Score: -667265.750000 Penalty: 1470.957764
	Iteration 0F: 2 clusters Score -667265.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -661095.250000 Penalty: 2941.915527
	Iteration 0F: 3 clusters Score -661095.2 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -663132.625000 Penalty: 2941.915527
	Iteration 1F: 3 clusters Score -663132.6 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -663496.875000 Penalty: 2941.915527
	Iteration 2F: 3 clusters Score -663496.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -663811.812500 Penalty: 2941.915527
	Iteration 3F: 3 clusters Score -663811.8 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -664100.062500 Penalty: 2941.915527
	Iteration 4F: 3 clusters Score -664100.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -664382.750000 Penalty: 2941.915527
	Iteration 5F: 3 clusters Score -664382.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -664609.937500 Penalty: 2941.915527
	Iteration 6Q: 3 clusters Score -664609.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -664816.187500 Penalty: 2941.915527
	Iteration 7Q: 3 clusters Score -664816.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -664976.312500 Penalty: 2941.915527
	Iteration 8Q: 3 clusters Score -664976.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -665081.437500 Penalty: 2941.915527
	Iteration 9Q: 3 clusters Score -665081.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -665158.312500 Penalty: 2941.915527
	Iteration 10Q: 3 clusters Score -665158.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -665214.125000 Penalty: 2941.915527
	Iteration 11Q: 3 clusters Score -665214.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -665251.437500 Penalty: 2941.915527
	Iteration 12Q: 3 clusters Score -665251.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -665294.375000 Penalty: 2941.915527
	Iteration 13Q: 3 clusters Score -665294.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -665337.500000 Penalty: 2941.915527
	Iteration 14Q: 3 clusters Score -665337.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -665383.875000 Penalty: 2941.915527
	Iteration 15Q: 3 clusters Score -665383.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -665433.375000 Penalty: 2941.915527
	Iteration 16Q: 3 clusters Score -665433.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -665494.375000 Penalty: 2941.915527
	Iteration 17Q: 3 clusters Score -665494.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -665540.625000 Penalty: 2941.915527
	Iteration 18Q: 3 clusters Score -665540.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -665578.125000 Penalty: 2941.915527
	Iteration 19Q: 3 clusters Score -665578.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -665615.687500 Penalty: 2941.915527
	Iteration 20F: 3 clusters Score -665615.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -665644.750000 Penalty: 2941.915527
	Iteration 21Q: 3 clusters Score -665644.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -665670.875000 Penalty: 2941.915527
	Iteration 22Q: 3 clusters Score -665670.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -665689.750000 Penalty: 2941.915527
	Iteration 23Q: 3 clusters Score -665689.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -665708.062500 Penalty: 2941.915527
	Iteration 24Q: 3 clusters Score -665708.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -665719.500000 Penalty: 2941.915527
	Iteration 25Q: 3 clusters Score -665719.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -665732.250000 Penalty: 2941.915527
	Iteration 26Q: 3 clusters Score -665732.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -665741.750000 Penalty: 2941.915527
	Iteration 27Q: 3 clusters Score -665741.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -665749.250000 Penalty: 2941.915527
	Iteration 28Q: 3 clusters Score -665749.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -665758.812500 Penalty: 2941.915527
	Iteration 29Q: 3 clusters Score -665758.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -665773.062500 Penalty: 2941.915527
	Iteration 30Q: 3 clusters Score -665773.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -665786.750000 Penalty: 2941.915527
	Iteration 31Q: 3 clusters Score -665786.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -665796.250000 Penalty: 2941.915527
	Iteration 32Q: 3 clusters Score -665796.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -665807.500000 Penalty: 2941.915527
	Iteration 33Q: 3 clusters Score -665807.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -665815.250000 Penalty: 2941.915527
	Iteration 34Q: 3 clusters Score -665815.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -665827.187500 Penalty: 2941.915527
	Iteration 35Q: 3 clusters Score -665827.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -665837.250000 Penalty: 2941.915527
	Iteration 36Q: 3 clusters Score -665837.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -665851.125000 Penalty: 2941.915527
	Iteration 37Q: 3 clusters Score -665851.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -665859.500000 Penalty: 2941.915527
	Iteration 38Q: 3 clusters Score -665859.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -665869.375000 Penalty: 2941.915527
	Iteration 39Q: 3 clusters Score -665869.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -665876.937500 Penalty: 2941.915527
	Iteration 40F: 3 clusters Score -665876.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -665879.437500 Penalty: 2941.915527
	Iteration 41Q: 3 clusters Score -665879.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -665881.937500 Penalty: 2941.915527
	Iteration 42Q: 3 clusters Score -665881.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -665884.187500 Penalty: 2941.915527
	Iteration 43Q: 3 clusters Score -665884.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -665887.062500 Penalty: 2941.915527
	Iteration 44Q: 3 clusters Score -665887.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -665888.562500 Penalty: 2941.915527
	Iteration 45Q: 3 clusters Score -665888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -665889.062500 Penalty: 2941.915527
	Iteration 46Q: 3 clusters Score -665889.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -665891.625000 Penalty: 2941.915527
	Iteration 47Q: 3 clusters Score -665891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -665894.875000 Penalty: 2941.915527
	Iteration 48Q: 3 clusters Score -665894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -665895.812500 Penalty: 2941.915527
	Iteration 49Q: 3 clusters Score -665895.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -665895.312500 Penalty: 2941.915527
	Iteration 50Q: 3 clusters Score -665895.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -665896.875000 Penalty: 2941.915527
	Iteration 51Q: 3 clusters Score -665896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -665898.125000 Penalty: 2941.915527
	Iteration 52Q: 3 clusters Score -665898.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -665898.125000 Penalty: 2941.915527
	Iteration 53Q: 3 clusters Score -665898.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -665900.000000 Penalty: 2941.915527
	Iteration 54Q: 3 clusters Score -665900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -665900.687500 Penalty: 2941.915527
	Iteration 55Q: 3 clusters Score -665900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -665901.062500 Penalty: 2941.915527
	Iteration 56Q: 3 clusters Score -665901.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -665901.625000 Penalty: 2941.915527
	Iteration 57Q: 3 clusters Score -665901.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -665901.562500 Penalty: 2941.915527
	Iteration 58Q: 3 clusters Score -665901.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -665903.437500 Penalty: 2941.915527
	Iteration 59Q: 3 clusters Score -665903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -665902.312500 Penalty: 2941.915527
	Iteration 60F: 3 clusters Score -665902.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -665902.250000 Penalty: 2941.915527
	Iteration 61Q: 3 clusters Score -665902.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -665902.250000 Penalty: 2941.915527
	Iteration 62F: 3 clusters Score -665902.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Entering Unmasked Estep 
Score: -273453.000000 Penalty: 1306.729614
	Iteration 0F: 2 clusters Score -273453 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 1584 members 
Entering Unmasked Estep 
Score: -270663.656250 Penalty: 2613.459229
	Iteration 0F: 3 clusters Score -270663.7 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -271419.906250 Penalty: 2613.459229
	Iteration 1F: 3 clusters Score -271419.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -271614.625000 Penalty: 2613.459229
	Iteration 2F: 3 clusters Score -271614.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -271749.281250 Penalty: 2613.459229
	Iteration 3F: 3 clusters Score -271749.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -271848.000000 Penalty: 2613.459229
	Iteration 4Q: 3 clusters Score -271848 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -271939.406250 Penalty: 2613.459229
	Iteration 5Q: 3 clusters Score -271939.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -272044.937500 Penalty: 2613.459229
	Iteration 6Q: 3 clusters Score -272044.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -272153.937500 Penalty: 2613.459229
	Iteration 7Q: 3 clusters Score -272153.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -272255.718750 Penalty: 2613.459229
	Iteration 8Q: 3 clusters Score -272255.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -272331.812500 Penalty: 2613.459229
	Iteration 9Q: 3 clusters Score -272331.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -272403.468750 Penalty: 2613.459229
	Iteration 10Q: 3 clusters Score -272403.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -272452.312500 Penalty: 2613.459229
	Iteration 11Q: 3 clusters Score -272452.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -272492.375000 Penalty: 2613.459229
	Iteration 12Q: 3 clusters Score -272492.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -272515.000000 Penalty: 2613.459229
	Iteration 13Q: 3 clusters Score -272515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -272526.250000 Penalty: 2613.459229
	Iteration 14Q: 3 clusters Score -272526.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -272534.937500 Penalty: 2613.459229
	Iteration 15Q: 3 clusters Score -272534.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -272537.687500 Penalty: 2613.459229
	Iteration 16Q: 3 clusters Score -272537.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -272540.687500 Penalty: 2613.459229
	Iteration 17Q: 3 clusters Score -272540.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -272544.187500 Penalty: 2613.459229
	Iteration 18Q: 3 clusters Score -272544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -272547.968750 Penalty: 2613.459229
	Iteration 19Q: 3 clusters Score -272548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -272551.531250 Penalty: 2613.459229
	Iteration 20F: 3 clusters Score -272551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -272556.968750 Penalty: 2613.459229
	Iteration 21Q: 3 clusters Score -272557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272560.562500 Penalty: 2613.459229
	Iteration 22Q: 3 clusters Score -272560.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272564.312500 Penalty: 2613.459229
	Iteration 23Q: 3 clusters Score -272564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -272566.156250 Penalty: 2613.459229
	Iteration 24Q: 3 clusters Score -272566.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -272567.562500 Penalty: 2613.459229
	Iteration 25Q: 3 clusters Score -272567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -272569.687500 Penalty: 2613.459229
	Iteration 26Q: 3 clusters Score -272569.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -272570.281250 Penalty: 2613.459229
	Iteration 27Q: 3 clusters Score -272570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -272570.531250 Penalty: 2613.459229
	Iteration 28Q: 3 clusters Score -272570.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272571.093750 Penalty: 2613.459229
	Iteration 29Q: 3 clusters Score -272571.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -272571.093750 Penalty: 2613.459229
	Iteration 30F: 3 clusters Score -272571.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Entering Unmasked Estep 
Score: -69826.796875 Penalty: 1126.997681
	Iteration 0F: 2 clusters Score -69826.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -68463.515625 Penalty: 2253.995361
	Iteration 0F: 3 clusters Score -68463.52 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -68906.250000 Penalty: 2253.995361
	Iteration 1F: 3 clusters Score -68906.25 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -69090.312500 Penalty: 2253.995361
	Iteration 2F: 3 clusters Score -69090.31 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -69203.164062 Penalty: 2253.995361
	Iteration 3F: 3 clusters Score -69203.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -69311.640625 Penalty: 2253.995361
	Iteration 4F: 3 clusters Score -69311.64 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -69384.421875 Penalty: 2253.995361
	Iteration 5Q: 3 clusters Score -69384.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69457.539062 Penalty: 2253.995361
	Iteration 6Q: 3 clusters Score -69457.54 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -69517.867188 Penalty: 2253.995361
	Iteration 7Q: 3 clusters Score -69517.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69553.359375 Penalty: 2253.995361
	Iteration 8Q: 3 clusters Score -69553.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69572.476562 Penalty: 2253.995361
	Iteration 9Q: 3 clusters Score -69572.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -69583.593750 Penalty: 2253.995361
	Iteration 10Q: 3 clusters Score -69583.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -69598.601562 Penalty: 2253.995361
	Iteration 11Q: 3 clusters Score -69598.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -69602.289062 Penalty: 2253.995361
	Iteration 12Q: 3 clusters Score -69602.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -69603.445312 Penalty: 2253.995361
	Iteration 13Q: 3 clusters Score -69603.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -69604.882812 Penalty: 2253.995361
	Iteration 14Q: 3 clusters Score -69604.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -69607.343750 Penalty: 2253.995361
	Iteration 15Q: 3 clusters Score -69607.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -69610.750000 Penalty: 2253.995361
	Iteration 16Q: 3 clusters Score -69610.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -69614.242188 Penalty: 2253.995361
	Iteration 17Q: 3 clusters Score -69614.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69614.906250 Penalty: 2253.995361
	Iteration 18Q: 3 clusters Score -69614.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69614.906250 Penalty: 2253.995361
	Iteration 19F: 3 clusters Score -69614.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Entering Unmasked Estep 
Score: -1145649.875000 Penalty: 1542.752930
	Iteration 0F: 2 clusters Score -1145650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1136441.375000 Penalty: 3085.505859
	Iteration 0F: 3 clusters Score -1136441 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -1139541.750000 Penalty: 3085.505859
	Iteration 1F: 3 clusters Score -1139542 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1139939.250000 Penalty: 3085.505859
	Iteration 2F: 3 clusters Score -1139939 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1140307.375000 Penalty: 3085.505859
	Iteration 3F: 3 clusters Score -1140307 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1140731.875000 Penalty: 3085.505859
	Iteration 4F: 3 clusters Score -1140732 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1141246.125000 Penalty: 3085.505859
	Iteration 5F: 3 clusters Score -1141246 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1141818.250000 Penalty: 3085.505859
	Iteration 6F: 3 clusters Score -1141818 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1142424.000000 Penalty: 3085.505859
	Iteration 7F: 3 clusters Score -1142424 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1142991.625000 Penalty: 3085.505859
	Iteration 8F: 3 clusters Score -1142992 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1143487.125000 Penalty: 3085.505859
	Iteration 9F: 3 clusters Score -1143487 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -1143905.125000 Penalty: 3085.505859
	Iteration 10Q: 3 clusters Score -1143905 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1144176.375000 Penalty: 3085.505859
	Iteration 11Q: 3 clusters Score -1144176 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -1144321.250000 Penalty: 3085.505859
	Iteration 12Q: 3 clusters Score -1144321 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1144397.625000 Penalty: 3085.505859
	Iteration 13Q: 3 clusters Score -1144398 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1144460.000000 Penalty: 3085.505859
	Iteration 14Q: 3 clusters Score -1144460 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1144500.500000 Penalty: 3085.505859
	Iteration 15Q: 3 clusters Score -1144500 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1144539.125000 Penalty: 3085.505859
	Iteration 16Q: 3 clusters Score -1144539 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -1144577.000000 Penalty: 3085.505859
	Iteration 17Q: 3 clusters Score -1144577 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1144605.750000 Penalty: 3085.505859
	Iteration 18Q: 3 clusters Score -1144606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1144629.375000 Penalty: 3085.505859
	Iteration 19Q: 3 clusters Score -1144629 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1144644.875000 Penalty: 3085.505859
	Iteration 20F: 3 clusters Score -1144645 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -1144662.875000 Penalty: 3085.505859
	Iteration 21Q: 3 clusters Score -1144663 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1144670.250000 Penalty: 3085.505859
	Iteration 22Q: 3 clusters Score -1144670 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1144676.750000 Penalty: 3085.505859
	Iteration 23Q: 3 clusters Score -1144677 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1144686.750000 Penalty: 3085.505859
	Iteration 24Q: 3 clusters Score -1144687 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1144690.125000 Penalty: 3085.505859
	Iteration 25Q: 3 clusters Score -1144690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1144692.125000 Penalty: 3085.505859
	Iteration 26Q: 3 clusters Score -1144692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1144694.250000 Penalty: 3085.505859
	Iteration 27Q: 3 clusters Score -1144694 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1144695.000000 Penalty: 3085.505859
	Iteration 28Q: 3 clusters Score -1144695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1144698.000000 Penalty: 3085.505859
	Iteration 29Q: 3 clusters Score -1144698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1144696.250000 Penalty: 3085.505859
	Iteration 30Q: 3 clusters Score -1144696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1144699.250000 Penalty: 3085.505859
	Iteration 31Q: 3 clusters Score -1144699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1144698.000000 Penalty: 3085.505859
	Iteration 32Q: 3 clusters Score -1144698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1144698.625000 Penalty: 3085.505859
	Iteration 33Q: 3 clusters Score -1144699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1144699.000000 Penalty: 3085.505859
	Iteration 34Q: 3 clusters Score -1144699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1144702.375000 Penalty: 3085.505859
	Iteration 35Q: 3 clusters Score -1144702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1144703.125000 Penalty: 3085.505859
	Iteration 36Q: 3 clusters Score -1144703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1144702.500000 Penalty: 3085.505859
	Iteration 37Q: 3 clusters Score -1144702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1144702.375000 Penalty: 3085.505859
	Iteration 38Q: 3 clusters Score -1144702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1144702.500000 Penalty: 3085.505859
	Iteration 39Q: 3 clusters Score -1144702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1144703.125000 Penalty: 3085.505859
	Iteration 40F: 3 clusters Score -1144703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1144703.000000 Penalty: 3085.505859
	Iteration 41Q: 3 clusters Score -1144703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1144706.875000 Penalty: 3085.505859
	Iteration 42Q: 3 clusters Score -1144707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1144706.250000 Penalty: 3085.505859
	Iteration 43Q: 3 clusters Score -1144706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1144709.875000 Penalty: 3085.505859
	Iteration 44Q: 3 clusters Score -1144710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1144709.375000 Penalty: 3085.505859
	Iteration 45Q: 3 clusters Score -1144709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1144710.500000 Penalty: 3085.505859
	Iteration 46Q: 3 clusters Score -1144710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1144710.250000 Penalty: 3085.505859
	Iteration 47Q: 3 clusters Score -1144710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1144709.250000 Penalty: 3085.505859
	Iteration 48Q: 3 clusters Score -1144709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1144709.250000 Penalty: 3085.505859
	Iteration 49Q: 3 clusters Score -1144709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1144710.625000 Penalty: 3085.505859
	Iteration 50Q: 3 clusters Score -1144711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1144710.750000 Penalty: 3085.505859
	Iteration 51Q: 3 clusters Score -1144711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1144710.750000 Penalty: 3085.505859
	Iteration 52F: 3 clusters Score -1144711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Entering Unmasked Estep 
Score: -308623.125000 Penalty: 1335.990356
	Iteration 0F: 2 clusters Score -308623.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -305435.156250 Penalty: 2671.980713
	Iteration 0F: 3 clusters Score -305435.2 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -306304.718750 Penalty: 2671.980713
	Iteration 1F: 3 clusters Score -306304.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -306492.125000 Penalty: 2671.980713
	Iteration 2F: 3 clusters Score -306492.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -306623.062500 Penalty: 2671.980713
	Iteration 3F: 3 clusters Score -306623.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -306727.000000 Penalty: 2671.980713
	Iteration 4Q: 3 clusters Score -306727 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -306820.437500 Penalty: 2671.980713
	Iteration 5Q: 3 clusters Score -306820.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -306907.375000 Penalty: 2671.980713
	Iteration 6Q: 3 clusters Score -306907.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -306995.781250 Penalty: 2671.980713
	Iteration 7Q: 3 clusters Score -306995.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -307092.562500 Penalty: 2671.980713
	Iteration 8Q: 3 clusters Score -307092.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -307187.750000 Penalty: 2671.980713
	Iteration 9Q: 3 clusters Score -307187.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -307295.406250 Penalty: 2671.980713
	Iteration 10Q: 3 clusters Score -307295.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -307395.156250 Penalty: 2671.980713
	Iteration 11Q: 3 clusters Score -307395.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -307485.937500 Penalty: 2671.980713
	Iteration 12Q: 3 clusters Score -307485.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -307559.593750 Penalty: 2671.980713
	Iteration 13Q: 3 clusters Score -307559.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -307622.031250 Penalty: 2671.980713
	Iteration 14Q: 3 clusters Score -307622 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -307686.093750 Penalty: 2671.980713
	Iteration 15Q: 3 clusters Score -307686.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -307765.156250 Penalty: 2671.980713
	Iteration 16Q: 3 clusters Score -307765.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -307840.093750 Penalty: 2671.980713
	Iteration 17Q: 3 clusters Score -307840.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -307905.937500 Penalty: 2671.980713
	Iteration 18Q: 3 clusters Score -307905.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -307942.218750 Penalty: 2671.980713
	Iteration 19Q: 3 clusters Score -307942.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -307963.031250 Penalty: 2671.980713
	Iteration 20F: 3 clusters Score -307963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -307976.250000 Penalty: 2671.980713
	Iteration 21Q: 3 clusters Score -307976.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -307984.343750 Penalty: 2671.980713
	Iteration 22Q: 3 clusters Score -307984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -307989.812500 Penalty: 2671.980713
	Iteration 23Q: 3 clusters Score -307989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -307993.968750 Penalty: 2671.980713
	Iteration 24Q: 3 clusters Score -307994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -307997.906250 Penalty: 2671.980713
	Iteration 25Q: 3 clusters Score -307997.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -307999.687500 Penalty: 2671.980713
	Iteration 26Q: 3 clusters Score -307999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -308000.937500 Penalty: 2671.980713
	Iteration 27Q: 3 clusters Score -308000.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -308001.625000 Penalty: 2671.980713
	Iteration 28Q: 3 clusters Score -308001.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -308002.281250 Penalty: 2671.980713
	Iteration 29Q: 3 clusters Score -308002.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -308003.312500 Penalty: 2671.980713
	Iteration 30Q: 3 clusters Score -308003.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -308004.343750 Penalty: 2671.980713
	Iteration 31Q: 3 clusters Score -308004.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -308004.156250 Penalty: 2671.980713
	Iteration 32Q: 3 clusters Score -308004.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -308004.531250 Penalty: 2671.980713
	Iteration 33Q: 3 clusters Score -308004.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -308004.531250 Penalty: 2671.980713
	Iteration 34F: 3 clusters Score -308004.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -1404736.625000 Penalty: 1571.402100
	Iteration 0F: 2 clusters Score -1404737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1393786.250000 Penalty: 3142.804199
	Iteration 0F: 3 clusters Score -1393786 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1397611.875000 Penalty: 3142.804199
	Iteration 1F: 3 clusters Score -1397612 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1397945.625000 Penalty: 3142.804199
	Iteration 2F: 3 clusters Score -1397946 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1398250.250000 Penalty: 3142.804199
	Iteration 3Q: 3 clusters Score -1398250 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1398581.125000 Penalty: 3142.804199
	Iteration 4Q: 3 clusters Score -1398581 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1398978.500000 Penalty: 3142.804199
	Iteration 5Q: 3 clusters Score -1398978 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1399467.375000 Penalty: 3142.804199
	Iteration 6Q: 3 clusters Score -1399467 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1400121.750000 Penalty: 3142.804199
	Iteration 7F: 3 clusters Score -1400122 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1400908.250000 Penalty: 3142.804199
	Iteration 8F: 3 clusters Score -1400908 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1401688.875000 Penalty: 3142.804199
	Iteration 9F: 3 clusters Score -1401689 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1402303.000000 Penalty: 3142.804199
	Iteration 10Q: 3 clusters Score -1402303 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1402741.000000 Penalty: 3142.804199
	Iteration 11Q: 3 clusters Score -1402741 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1403018.125000 Penalty: 3142.804199
	Iteration 12Q: 3 clusters Score -1403018 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1403173.625000 Penalty: 3142.804199
	Iteration 13Q: 3 clusters Score -1403174 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1403268.750000 Penalty: 3142.804199
	Iteration 14Q: 3 clusters Score -1403269 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1403331.125000 Penalty: 3142.804199
	Iteration 15Q: 3 clusters Score -1403331 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1403368.375000 Penalty: 3142.804199
	Iteration 16Q: 3 clusters Score -1403368 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1403402.000000 Penalty: 3142.804199
	Iteration 17Q: 3 clusters Score -1403402 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1403426.625000 Penalty: 3142.804199
	Iteration 18Q: 3 clusters Score -1403427 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1403445.250000 Penalty: 3142.804199
	Iteration 19Q: 3 clusters Score -1403445 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1403463.000000 Penalty: 3142.804199
	Iteration 20F: 3 clusters Score -1403463 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1403477.750000 Penalty: 3142.804199
	Iteration 21Q: 3 clusters Score -1403478 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1403490.875000 Penalty: 3142.804199
	Iteration 22Q: 3 clusters Score -1403491 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1403509.375000 Penalty: 3142.804199
	Iteration 23Q: 3 clusters Score -1403509 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1403523.750000 Penalty: 3142.804199
	Iteration 24Q: 3 clusters Score -1403524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1403526.250000 Penalty: 3142.804199
	Iteration 25Q: 3 clusters Score -1403526 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -1403535.000000 Penalty: 3142.804199
	Iteration 26Q: 3 clusters Score -1403535 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1403545.000000 Penalty: 3142.804199
	Iteration 27Q: 3 clusters Score -1403545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1403551.125000 Penalty: 3142.804199
	Iteration 28Q: 3 clusters Score -1403551 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1403559.375000 Penalty: 3142.804199
	Iteration 29Q: 3 clusters Score -1403559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -1403567.875000 Penalty: 3142.804199
	Iteration 30Q: 3 clusters Score -1403568 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1403575.000000 Penalty: 3142.804199
	Iteration 31Q: 3 clusters Score -1403575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1403578.375000 Penalty: 3142.804199
	Iteration 32Q: 3 clusters Score -1403578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1403588.375000 Penalty: 3142.804199
	Iteration 33Q: 3 clusters Score -1403588 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1403608.000000 Penalty: 3142.804199
	Iteration 34Q: 3 clusters Score -1403608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1403625.000000 Penalty: 3142.804199
	Iteration 35Q: 3 clusters Score -1403625 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1403638.500000 Penalty: 3142.804199
	Iteration 36Q: 3 clusters Score -1403638 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1403645.375000 Penalty: 3142.804199
	Iteration 37Q: 3 clusters Score -1403645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1403655.375000 Penalty: 3142.804199
	Iteration 38Q: 3 clusters Score -1403655 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1403658.250000 Penalty: 3142.804199
	Iteration 39Q: 3 clusters Score -1403658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1403661.625000 Penalty: 3142.804199
	Iteration 40F: 3 clusters Score -1403662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1403663.250000 Penalty: 3142.804199
	Iteration 41Q: 3 clusters Score -1403663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1403672.875000 Penalty: 3142.804199
	Iteration 42Q: 3 clusters Score -1403673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1403677.500000 Penalty: 3142.804199
	Iteration 43Q: 3 clusters Score -1403678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1403684.750000 Penalty: 3142.804199
	Iteration 44Q: 3 clusters Score -1403685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1403688.375000 Penalty: 3142.804199
	Iteration 45Q: 3 clusters Score -1403688 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1403690.625000 Penalty: 3142.804199
	Iteration 46Q: 3 clusters Score -1403691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13427 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1403695.125000 Penalty: 3142.804199
	Iteration 47Q: 3 clusters Score -1403695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1403698.000000 Penalty: 3142.804199
	Iteration 48Q: 3 clusters Score -1403698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1403699.625000 Penalty: 3142.804199
	Iteration 49Q: 3 clusters Score -1403700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13478 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1403702.500000 Penalty: 3142.804199
	Iteration 50Q: 3 clusters Score -1403702 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1403709.625000 Penalty: 3142.804199
	Iteration 51Q: 3 clusters Score -1403710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1403715.875000 Penalty: 3142.804199
	Iteration 52Q: 3 clusters Score -1403716 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1403724.500000 Penalty: 3142.804199
	Iteration 53Q: 3 clusters Score -1403724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1403727.000000 Penalty: 3142.804199
	Iteration 54Q: 3 clusters Score -1403727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1403729.000000 Penalty: 3142.804199
	Iteration 55Q: 3 clusters Score -1403729 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1403735.000000 Penalty: 3142.804199
	Iteration 56Q: 3 clusters Score -1403735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1403737.875000 Penalty: 3142.804199
	Iteration 57Q: 3 clusters Score -1403738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1403740.375000 Penalty: 3142.804199
	Iteration 58Q: 3 clusters Score -1403740 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1403742.250000 Penalty: 3142.804199
	Iteration 59Q: 3 clusters Score -1403742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1403748.000000 Penalty: 3142.804199
	Iteration 60F: 3 clusters Score -1403748 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1403759.375000 Penalty: 3142.804199
	Iteration 61Q: 3 clusters Score -1403759 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1403768.625000 Penalty: 3142.804199
	Iteration 62Q: 3 clusters Score -1403769 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1403776.500000 Penalty: 3142.804199
	Iteration 63Q: 3 clusters Score -1403776 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1403785.750000 Penalty: 3142.804199
	Iteration 64Q: 3 clusters Score -1403786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1403788.125000 Penalty: 3142.804199
	Iteration 65Q: 3 clusters Score -1403788 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1403789.375000 Penalty: 3142.804199
	Iteration 66Q: 3 clusters Score -1403789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1403789.625000 Penalty: 3142.804199
	Iteration 67Q: 3 clusters Score -1403790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1403791.375000 Penalty: 3142.804199
	Iteration 68Q: 3 clusters Score -1403791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -1403795.000000 Penalty: 3142.804199
	Iteration 69Q: 3 clusters Score -1403795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1403796.375000 Penalty: 3142.804199
	Iteration 70Q: 3 clusters Score -1403796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1403797.500000 Penalty: 3142.804199
	Iteration 71Q: 3 clusters Score -1403798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1403797.125000 Penalty: 3142.804199
	Iteration 72Q: 3 clusters Score -1403797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1403797.500000 Penalty: 3142.804199
	Iteration 73Q: 3 clusters Score -1403798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1403798.625000 Penalty: 3142.804199
	Iteration 74Q: 3 clusters Score -1403799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1403798.625000 Penalty: 3142.804199
	Iteration 75F: 3 clusters Score -1403799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Entering Unmasked Estep 
Score: -308859.500000 Penalty: 1330.932617
	Iteration 0F: 2 clusters Score -308859.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -305726.562500 Penalty: 2661.865234
	Iteration 0F: 3 clusters Score -305726.6 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -306536.156250 Penalty: 2661.865234
	Iteration 1F: 3 clusters Score -306536.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -306740.843750 Penalty: 2661.865234
	Iteration 2F: 3 clusters Score -306740.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -306907.718750 Penalty: 2661.865234
	Iteration 3F: 3 clusters Score -306907.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -307063.937500 Penalty: 2661.865234
	Iteration 4F: 3 clusters Score -307063.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -307237.343750 Penalty: 2661.865234
	Iteration 5F: 3 clusters Score -307237.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -307441.250000 Penalty: 2661.865234
	Iteration 6F: 3 clusters Score -307441.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -307619.062500 Penalty: 2661.865234
	Iteration 7F: 3 clusters Score -307619.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -307786.156250 Penalty: 2661.865234
	Iteration 8Q: 3 clusters Score -307786.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -307975.375000 Penalty: 2661.865234
	Iteration 9F: 3 clusters Score -307975.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -308136.031250 Penalty: 2661.865234
	Iteration 10Q: 3 clusters Score -308136 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -308226.093750 Penalty: 2661.865234
	Iteration 11Q: 3 clusters Score -308226.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -308289.281250 Penalty: 2661.865234
	Iteration 12Q: 3 clusters Score -308289.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -308347.531250 Penalty: 2661.865234
	Iteration 13Q: 3 clusters Score -308347.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -308398.937500 Penalty: 2661.865234
	Iteration 14Q: 3 clusters Score -308398.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -308486.531250 Penalty: 2661.865234
	Iteration 15Q: 3 clusters Score -308486.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -308593.156250 Penalty: 2661.865234
	Iteration 16Q: 3 clusters Score -308593.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -308651.875000 Penalty: 2661.865234
	Iteration 17Q: 3 clusters Score -308651.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -308683.125000 Penalty: 2661.865234
	Iteration 18Q: 3 clusters Score -308683.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -308698.375000 Penalty: 2661.865234
	Iteration 19Q: 3 clusters Score -308698.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -308708.968750 Penalty: 2661.865234
	Iteration 20F: 3 clusters Score -308709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -308714.437500 Penalty: 2661.865234
	Iteration 21Q: 3 clusters Score -308714.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -308718.062500 Penalty: 2661.865234
	Iteration 22Q: 3 clusters Score -308718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -308719.875000 Penalty: 2661.865234
	Iteration 23Q: 3 clusters Score -308719.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -308720.906250 Penalty: 2661.865234
	Iteration 24Q: 3 clusters Score -308720.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -308722.687500 Penalty: 2661.865234
	Iteration 25Q: 3 clusters Score -308722.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -308722.687500 Penalty: 2661.865234
	Iteration 26F: 3 clusters Score -308722.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Entering Unmasked Estep 
Score: -9714423.000000 Penalty: 1888.705322
	Iteration 0F: 2 clusters Score -9714423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 55710 members 
Entering Unmasked Estep 
Score: -9639625.000000 Penalty: 3777.410645
	Iteration 0F: 3 clusters Score -9639625 nChanged 53583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59593 members 
Mstep: Class 2 contains 52021 members 
Entering Unmasked Estep 
Score: -9671697.000000 Penalty: 3777.410645
	Iteration 1F: 3 clusters Score -9671697 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61746 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -9673135.000000 Penalty: 3777.410645
	Iteration 2Q: 3 clusters Score -9673135 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65061 members 
Mstep: Class 2 contains 46553 members 
Entering Unmasked Estep 
Score: -9675192.000000 Penalty: 3777.410645
	Iteration 3Q: 3 clusters Score -9675192 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69701 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -9678381.000000 Penalty: 3777.410645
	Iteration 4F: 3 clusters Score -9678381 nChanged 7612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -9683306.000000 Penalty: 3777.410645
	Iteration 5F: 3 clusters Score -9683306 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83341 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -9689406.000000 Penalty: 3777.410645
	Iteration 6F: 3 clusters Score -9689406 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90724 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -9695478.000000 Penalty: 3777.410645
	Iteration 7F: 3 clusters Score -9695478 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97379 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -9700869.000000 Penalty: 3777.410645
	Iteration 8F: 3 clusters Score -9700869 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102667 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -9705138.000000 Penalty: 3777.410645
	Iteration 9Q: 3 clusters Score -9705138 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9708415.000000 Penalty: 3777.410645
	Iteration 10Q: 3 clusters Score -9708415 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109070 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9710546.000000 Penalty: 3777.410645
	Iteration 11Q: 3 clusters Score -9710546 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -9711678.000000 Penalty: 3777.410645
	Iteration 12Q: 3 clusters Score -9711678 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110976 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9712261.000000 Penalty: 3777.410645
	Iteration 13Q: 3 clusters Score -9712261 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111190 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9712526.000000 Penalty: 3777.410645
	Iteration 14Q: 3 clusters Score -9712526 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111258 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9712638.000000 Penalty: 3777.410645
	Iteration 15Q: 3 clusters Score -9712638 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9712703.000000 Penalty: 3777.410645
	Iteration 16Q: 3 clusters Score -9712703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9712723.000000 Penalty: 3777.410645
	Iteration 17Q: 3 clusters Score -9712723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -9712747.000000 Penalty: 3777.410645
	Iteration 18Q: 3 clusters Score -9712747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -9712751.000000 Penalty: 3777.410645
	Iteration 19Q: 3 clusters Score -9712751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111327 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -9712774.000000 Penalty: 3777.410645
	Iteration 20F: 3 clusters Score -9712774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111324 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9712769.000000 Penalty: 3777.410645
	Iteration 21Q: 3 clusters Score -9712769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9712765.000000 Penalty: 3777.410645
	Iteration 22Q: 3 clusters Score -9712765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111325 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9712767.000000 Penalty: 3777.410645
	Iteration 23Q: 3 clusters Score -9712767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9712779.000000 Penalty: 3777.410645
	Iteration 24Q: 3 clusters Score -9712779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -9712787.000000 Penalty: 3777.410645
	Iteration 25Q: 3 clusters Score -9712787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9712780.000000 Penalty: 3777.410645
	Iteration 26Q: 3 clusters Score -9712780 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111326 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9712780.000000 Penalty: 3777.410645
	Iteration 27F: 3 clusters Score -9712780 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48462 members 
Entering Unmasked Estep 
Score: -4299791.000000 Penalty: 1753.136963
	Iteration 0F: 2 clusters Score -4299791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -4267339.500000 Penalty: 3506.273926
	Iteration 0F: 3 clusters Score -4267340 nChanged 22647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -4280248.500000 Penalty: 3506.273926
	Iteration 1F: 3 clusters Score -4280248 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -4280896.000000 Penalty: 3506.273926
	Iteration 2Q: 3 clusters Score -4280896 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -4281771.000000 Penalty: 3506.273926
	Iteration 3Q: 3 clusters Score -4281771 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4283092.000000 Penalty: 3506.273926
	Iteration 4F: 3 clusters Score -4283092 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -4285148.000000 Penalty: 3506.273926
	Iteration 5F: 3 clusters Score -4285148 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 33572 members 
Entering Unmasked Estep 
Score: -4287846.000000 Penalty: 3506.273926
	Iteration 6F: 3 clusters Score -4287846 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4290422.000000 Penalty: 3506.273926
	Iteration 7F: 3 clusters Score -4290422 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -4292360.500000 Penalty: 3506.273926
	Iteration 8F: 3 clusters Score -4292360 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -4293666.000000 Penalty: 3506.273926
	Iteration 9Q: 3 clusters Score -4293666 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -4294646.500000 Penalty: 3506.273926
	Iteration 10Q: 3 clusters Score -4294646 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 42954 members 
Entering Unmasked Estep 
Score: -4295600.000000 Penalty: 3506.273926
	Iteration 11Q: 3 clusters Score -4295600 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -4296353.000000 Penalty: 3506.273926
	Iteration 12Q: 3 clusters Score -4296353 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 45085 members 
Entering Unmasked Estep 
Score: -4296947.500000 Penalty: 3506.273926
	Iteration 13Q: 3 clusters Score -4296948 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 45844 members 
Entering Unmasked Estep 
Score: -4297425.500000 Penalty: 3506.273926
	Iteration 14Q: 3 clusters Score -4297426 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -4297745.500000 Penalty: 3506.273926
	Iteration 15Q: 3 clusters Score -4297746 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -4298015.000000 Penalty: 3506.273926
	Iteration 16Q: 3 clusters Score -4298015 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -4298189.000000 Penalty: 3506.273926
	Iteration 17Q: 3 clusters Score -4298189 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47252 members 
Entering Unmasked Estep 
Score: -4298320.500000 Penalty: 3506.273926
	Iteration 18Q: 3 clusters Score -4298320 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 47365 members 
Entering Unmasked Estep 
Score: -4298391.000000 Penalty: 3506.273926
	Iteration 19Q: 3 clusters Score -4298391 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 47419 members 
Entering Unmasked Estep 
Score: -4298444.000000 Penalty: 3506.273926
	Iteration 20F: 3 clusters Score -4298444 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
Score: -4298485.500000 Penalty: 3506.273926
	Iteration 21Q: 3 clusters Score -4298486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47508 members 
Entering Unmasked Estep 
Score: -4298515.000000 Penalty: 3506.273926
	Iteration 22Q: 3 clusters Score -4298515 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -4298539.500000 Penalty: 3506.273926
	Iteration 23Q: 3 clusters Score -4298540 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -4298551.500000 Penalty: 3506.273926
	Iteration 24Q: 3 clusters Score -4298552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -4298558.000000 Penalty: 3506.273926
	Iteration 25Q: 3 clusters Score -4298558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 47548 members 
Entering Unmasked Estep 
Score: -4298565.000000 Penalty: 3506.273926
	Iteration 26Q: 3 clusters Score -4298565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -4298571.500000 Penalty: 3506.273926
	Iteration 27Q: 3 clusters Score -4298572 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -4298578.000000 Penalty: 3506.273926
	Iteration 28Q: 3 clusters Score -4298578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -4298592.500000 Penalty: 3506.273926
	Iteration 29Q: 3 clusters Score -4298592 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 47577 members 
Entering Unmasked Estep 
Score: -4298603.500000 Penalty: 3506.273926
	Iteration 30Q: 3 clusters Score -4298604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 47591 members 
Entering Unmasked Estep 
Score: -4298610.000000 Penalty: 3506.273926
	Iteration 31Q: 3 clusters Score -4298610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 47601 members 
Entering Unmasked Estep 
Score: -4298623.500000 Penalty: 3506.273926
	Iteration 32Q: 3 clusters Score -4298624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 47606 members 
Entering Unmasked Estep 
Score: -4298625.500000 Penalty: 3506.273926
	Iteration 33Q: 3 clusters Score -4298626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -4298638.500000 Penalty: 3506.273926
	Iteration 34Q: 3 clusters Score -4298638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -4298641.500000 Penalty: 3506.273926
	Iteration 35Q: 3 clusters Score -4298642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 47614 members 
Entering Unmasked Estep 
Score: -4298644.000000 Penalty: 3506.273926
	Iteration 36Q: 3 clusters Score -4298644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 47611 members 
Entering Unmasked Estep 
Score: -4298650.500000 Penalty: 3506.273926
	Iteration 37Q: 3 clusters Score -4298650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 47612 members 
Entering Unmasked Estep 
Score: -4298647.500000 Penalty: 3506.273926
	Iteration 38Q: 3 clusters Score -4298648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -4298647.500000 Penalty: 3506.273926
	Iteration 39Q: 3 clusters Score -4298648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 47616 members 
Entering Unmasked Estep 
Score: -4298648.500000 Penalty: 3506.273926
	Iteration 40F: 3 clusters Score -4298648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -4298648.000000 Penalty: 3506.273926
	Iteration 41Q: 3 clusters Score -4298648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -4298651.000000 Penalty: 3506.273926
	Iteration 42Q: 3 clusters Score -4298651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -4298657.000000 Penalty: 3506.273926
	Iteration 43Q: 3 clusters Score -4298657 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4298662.500000 Penalty: 3506.273926
	Iteration 44Q: 3 clusters Score -4298662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 47624 members 
Entering Unmasked Estep 
Score: -4298664.500000 Penalty: 3506.273926
	Iteration 45Q: 3 clusters Score -4298664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 47623 members 
Entering Unmasked Estep 
Score: -4298667.500000 Penalty: 3506.273926
	Iteration 46Q: 3 clusters Score -4298668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4298667.000000 Penalty: 3506.273926
	Iteration 47Q: 3 clusters Score -4298667 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4298663.000000 Penalty: 3506.273926
	Iteration 48Q: 3 clusters Score -4298663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 47625 members 
Entering Unmasked Estep 
Score: -4298664.000000 Penalty: 3506.273926
	Iteration 49Q: 3 clusters Score -4298664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 47628 members 
Entering Unmasked Estep 
Score: -4298670.500000 Penalty: 3506.273926
	Iteration 50Q: 3 clusters Score -4298670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47630 members 
Entering Unmasked Estep 
Score: -4298670.500000 Penalty: 3506.273926
	Iteration 51Q: 3 clusters Score -4298670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -4298670.000000 Penalty: 3506.273926
	Iteration 52Q: 3 clusters Score -4298670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -4298681.000000 Penalty: 3506.273926
	Iteration 53Q: 3 clusters Score -4298681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 47646 members 
Entering Unmasked Estep 
Score: -4298696.500000 Penalty: 3506.273926
	Iteration 54Q: 3 clusters Score -4298696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 47650 members 
Entering Unmasked Estep 
Score: -4298700.000000 Penalty: 3506.273926
	Iteration 55Q: 3 clusters Score -4298700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 47659 members 
Entering Unmasked Estep 
Score: -4298720.500000 Penalty: 3506.273926
	Iteration 56Q: 3 clusters Score -4298720 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -4298734.000000 Penalty: 3506.273926
	Iteration 57Q: 3 clusters Score -4298734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -4298746.500000 Penalty: 3506.273926
	Iteration 58Q: 3 clusters Score -4298746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -4298758.000000 Penalty: 3506.273926
	Iteration 59Q: 3 clusters Score -4298758 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -4298767.000000 Penalty: 3506.273926
	Iteration 60F: 3 clusters Score -4298767 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -4298768.000000 Penalty: 3506.273926
	Iteration 61Q: 3 clusters Score -4298768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -4298777.500000 Penalty: 3506.273926
	Iteration 62Q: 3 clusters Score -4298778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -4298774.500000 Penalty: 3506.273926
	Iteration 63Q: 3 clusters Score -4298774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 47688 members 
Entering Unmasked Estep 
Score: -4298781.000000 Penalty: 3506.273926
	Iteration 64Q: 3 clusters Score -4298781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 47686 members 
Entering Unmasked Estep 
Score: -4298779.500000 Penalty: 3506.273926
	Iteration 65Q: 3 clusters Score -4298780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -4298782.000000 Penalty: 3506.273926
	Iteration 66Q: 3 clusters Score -4298782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -4298783.500000 Penalty: 3506.273926
	Iteration 67Q: 3 clusters Score -4298784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 47682 members 
Entering Unmasked Estep 
Score: -4298786.000000 Penalty: 3506.273926
	Iteration 68Q: 3 clusters Score -4298786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -4298793.000000 Penalty: 3506.273926
	Iteration 69Q: 3 clusters Score -4298793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4298790.000000 Penalty: 3506.273926
	Iteration 70Q: 3 clusters Score -4298790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4298790.000000 Penalty: 3506.273926
	Iteration 71Q: 3 clusters Score -4298790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4298794.000000 Penalty: 3506.273926
	Iteration 72Q: 3 clusters Score -4298794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -4298799.000000 Penalty: 3506.273926
	Iteration 73Q: 3 clusters Score -4298799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -4298797.500000 Penalty: 3506.273926
	Iteration 74Q: 3 clusters Score -4298798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -4298797.500000 Penalty: 3506.273926
	Iteration 75Q: 3 clusters Score -4298798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4298798.500000 Penalty: 3506.273926
	Iteration 76Q: 3 clusters Score -4298798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3506.273926
	Iteration 77Q: 3 clusters Score -4298798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -4298802.000000 Penalty: 3506.273926
	Iteration 78Q: 3 clusters Score -4298802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -4298799.000000 Penalty: 3506.273926
	Iteration 79Q: 3 clusters Score -4298799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 47678 members 
Entering Unmasked Estep 
Score: -4298802.000000 Penalty: 3506.273926
	Iteration 80F: 3 clusters Score -4298802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -4298796.500000 Penalty: 3506.273926
	Iteration 81Q: 3 clusters Score -4298796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3506.273926
	Iteration 82Q: 3 clusters Score -4298798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3506.273926
	Iteration 83Q: 3 clusters Score -4298798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 47681 members 
Entering Unmasked Estep 
Score: -4298797.000000 Penalty: 3506.273926
	Iteration 84Q: 3 clusters Score -4298797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 47679 members 
Entering Unmasked Estep 
Score: -4298799.500000 Penalty: 3506.273926
	Iteration 85Q: 3 clusters Score -4298800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 47677 members 
Entering Unmasked Estep 
Score: -4298798.000000 Penalty: 3506.273926
	Iteration 86Q: 3 clusters Score -4298798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -4298801.500000 Penalty: 3506.273926
	Iteration 87Q: 3 clusters Score -4298802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 47671 members 
Entering Unmasked Estep 
Score: -4298802.500000 Penalty: 3506.273926
	Iteration 88Q: 3 clusters Score -4298802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -4298801.000000 Penalty: 3506.273926
	Iteration 89Q: 3 clusters Score -4298801 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 47669 members 
Entering Unmasked Estep 
Score: -4298799.500000 Penalty: 3506.273926
	Iteration 90Q: 3 clusters Score -4298800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -4298803.500000 Penalty: 3506.273926
	Iteration 91Q: 3 clusters Score -4298804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -4298803.500000 Penalty: 3506.273926
	Iteration 92F: 3 clusters Score -4298804 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Entering Unmasked Estep 
Score: -228198.531250 Penalty: 1289.765381
	Iteration 0F: 2 clusters Score -228198.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -225616.578125 Penalty: 2579.530762
	Iteration 0F: 3 clusters Score -225616.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -226253.531250 Penalty: 2579.530762
	Iteration 1F: 3 clusters Score -226253.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -226498.796875 Penalty: 2579.530762
	Iteration 2F: 3 clusters Score -226498.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -226764.265625 Penalty: 2579.530762
	Iteration 3F: 3 clusters Score -226764.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -227114.453125 Penalty: 2579.530762
	Iteration 4F: 3 clusters Score -227114.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -227416.812500 Penalty: 2579.530762
	Iteration 5F: 3 clusters Score -227416.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -227663.203125 Penalty: 2579.530762
	Iteration 6F: 3 clusters Score -227663.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -227839.421875 Penalty: 2579.530762
	Iteration 7Q: 3 clusters Score -227839.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -227952.312500 Penalty: 2579.530762
	Iteration 8Q: 3 clusters Score -227952.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -228007.328125 Penalty: 2579.530762
	Iteration 9Q: 3 clusters Score -228007.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -228036.625000 Penalty: 2579.530762
	Iteration 10Q: 3 clusters Score -228036.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -228076.593750 Penalty: 2579.530762
	Iteration 11Q: 3 clusters Score -228076.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -228103.906250 Penalty: 2579.530762
	Iteration 12Q: 3 clusters Score -228103.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -228120.359375 Penalty: 2579.530762
	Iteration 13Q: 3 clusters Score -228120.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -228127.046875 Penalty: 2579.530762
	Iteration 14Q: 3 clusters Score -228127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -228129.687500 Penalty: 2579.530762
	Iteration 15Q: 3 clusters Score -228129.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -228130.234375 Penalty: 2579.530762
	Iteration 16Q: 3 clusters Score -228130.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -228130.671875 Penalty: 2579.530762
	Iteration 17Q: 3 clusters Score -228130.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -228130.796875 Penalty: 2579.530762
	Iteration 18Q: 3 clusters Score -228130.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -228130.921875 Penalty: 2579.530762
	Iteration 19Q: 3 clusters Score -228130.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -228130.921875 Penalty: 2579.530762
	Iteration 20F: 3 clusters Score -228130.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (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: -169035.328125 Penalty: 1234.821289
	Iteration 0F: 2 clusters Score -169035.3 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 971 members 
Entering Unmasked Estep 
Score: -166958.640625 Penalty: 2469.642578
	Iteration 0F: 3 clusters Score -166958.6 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -167439.890625 Penalty: 2469.642578
	Iteration 1F: 3 clusters Score -167439.9 nChanged 139
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: -167542.515625 Penalty: 2469.642578
	Iteration 2F: 3 clusters Score -167542.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -167600.015625 Penalty: 2469.642578
	Iteration 3F: 3 clusters Score -167600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -167650.046875 Penalty: 2469.642578
	Iteration 4Q: 3 clusters Score -167650 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -167699.109375 Penalty: 2469.642578
	Iteration 5Q: 3 clusters Score -167699.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -167746.765625 Penalty: 2469.642578
	Iteration 6Q: 3 clusters Score -167746.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -167787.468750 Penalty: 2469.642578
	Iteration 7Q: 3 clusters Score -167787.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -167841.390625 Penalty: 2469.642578
	Iteration 8Q: 3 clusters Score -167841.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -167894.984375 Penalty: 2469.642578
	Iteration 9Q: 3 clusters Score -167895 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -167950.421875 Penalty: 2469.642578
	Iteration 10Q: 3 clusters Score -167950.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -167986.484375 Penalty: 2469.642578
	Iteration 11Q: 3 clusters Score -167986.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -168015.453125 Penalty: 2469.642578
	Iteration 12Q: 3 clusters Score -168015.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -168042.531250 Penalty: 2469.642578
	Iteration 13Q: 3 clusters Score -168042.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -168074.968750 Penalty: 2469.642578
	Iteration 14Q: 3 clusters Score -168075 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -168104.140625 Penalty: 2469.642578
	Iteration 15Q: 3 clusters Score -168104.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -168130.843750 Penalty: 2469.642578
	Iteration 16Q: 3 clusters Score -168130.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -168164.375000 Penalty: 2469.642578
	Iteration 17Q: 3 clusters Score -168164.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -168205.687500 Penalty: 2469.642578
	Iteration 18Q: 3 clusters Score -168205.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168239.156250 Penalty: 2469.642578
	Iteration 19Q: 3 clusters Score -168239.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -168264.859375 Penalty: 2469.642578
	Iteration 20F: 3 clusters Score -168264.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168286.140625 Penalty: 2469.642578
	Iteration 21Q: 3 clusters Score -168286.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -168306.875000 Penalty: 2469.642578
	Iteration 22Q: 3 clusters Score -168306.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -168331.437500 Penalty: 2469.642578
	Iteration 23Q: 3 clusters Score -168331.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -168355.171875 Penalty: 2469.642578
	Iteration 24Q: 3 clusters Score -168355.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168374.968750 Penalty: 2469.642578
	Iteration 25Q: 3 clusters Score -168375 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -168389.265625 Penalty: 2469.642578
	Iteration 26Q: 3 clusters Score -168389.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -168399.421875 Penalty: 2469.642578
	Iteration 27Q: 3 clusters Score -168399.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -168409.281250 Penalty: 2469.642578
	Iteration 28Q: 3 clusters Score -168409.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168420.234375 Penalty: 2469.642578
	Iteration 29Q: 3 clusters Score -168420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -168424.984375 Penalty: 2469.642578
	Iteration 30Q: 3 clusters Score -168425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168428.171875 Penalty: 2469.642578
	Iteration 31Q: 3 clusters Score -168428.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -168429.625000 Penalty: 2469.642578
	Iteration 32Q: 3 clusters Score -168429.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -168431.515625 Penalty: 2469.642578
	Iteration 33Q: 3 clusters Score -168431.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168432.390625 Penalty: 2469.642578
	Iteration 34Q: 3 clusters Score -168432.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -168432.390625 Penalty: 2469.642578
	Iteration 35F: 3 clusters Score -168432.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -121579.945312 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -121579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119831.640625 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -119831.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120194.101562 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -120194.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -120280.445312 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -120280.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120336.304688 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -120336.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120373.835938 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -120373.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120412.296875 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -120412.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -120434.085938 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -120434.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120449.648438 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -120449.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -120464.718750 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -120464.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -120484.929688 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -120484.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120503.054688 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -120503.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -120518.250000 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -120518.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -120532.375000 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -120532.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120544.687500 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -120544.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120557.265625 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -120557.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120567.906250 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -120567.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -120576.656250 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -120576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120582.859375 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -120582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120585.125000 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -120585.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120589.656250 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -120589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120592.500000 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -120592.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -120594.187500 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -120594.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -120598.328125 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -120598.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -120599.820312 Penalty: 2369.788086
	Iteration 23Q: 3 clusters Score -120599.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -120600.546875 Penalty: 2369.788086
	Iteration 24Q: 3 clusters Score -120600.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -120601.070312 Penalty: 2369.788086
	Iteration 25Q: 3 clusters Score -120601.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -120602.140625 Penalty: 2369.788086
	Iteration 26Q: 3 clusters Score -120602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120603.781250 Penalty: 2369.788086
	Iteration 27Q: 3 clusters Score -120603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -120605.570312 Penalty: 2369.788086
	Iteration 28Q: 3 clusters Score -120605.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120607.171875 Penalty: 2369.788086
	Iteration 29Q: 3 clusters Score -120607.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120607.171875 Penalty: 2369.788086
	Iteration 30F: 3 clusters Score -120607.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Entering Unmasked Estep 
Score: -70771.218750 Penalty: 1092.817993
	Iteration 0F: 2 clusters Score -70771.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -69486.960938 Penalty: 2185.635986
	Iteration 0F: 3 clusters Score -69486.96 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69718.656250 Penalty: 2185.635986
	Iteration 1F: 3 clusters Score -69718.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -69800.695312 Penalty: 2185.635986
	Iteration 2F: 3 clusters Score -69800.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -69836.554688 Penalty: 2185.635986
	Iteration 3Q: 3 clusters Score -69836.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -69869.078125 Penalty: 2185.635986
	Iteration 4Q: 3 clusters Score -69869.08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -69891.101562 Penalty: 2185.635986
	Iteration 5Q: 3 clusters Score -69891.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69899.312500 Penalty: 2185.635986
	Iteration 6Q: 3 clusters Score -69899.31 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69907.695312 Penalty: 2185.635986
	Iteration 7Q: 3 clusters Score -69907.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69919.523438 Penalty: 2185.635986
	Iteration 8Q: 3 clusters Score -69919.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69931.257812 Penalty: 2185.635986
	Iteration 9Q: 3 clusters Score -69931.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -69938.539062 Penalty: 2185.635986
	Iteration 10Q: 3 clusters Score -69938.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -69940.601562 Penalty: 2185.635986
	Iteration 11Q: 3 clusters Score -69940.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -69941.117188 Penalty: 2185.635986
	Iteration 12Q: 3 clusters Score -69941.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -69942.648438 Penalty: 2185.635986
	Iteration 13Q: 3 clusters Score -69942.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -69948.632812 Penalty: 2185.635986
	Iteration 14Q: 3 clusters Score -69948.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69952.593750 Penalty: 2185.635986
	Iteration 15Q: 3 clusters Score -69952.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69952.976562 Penalty: 2185.635986
	Iteration 16Q: 3 clusters Score -69952.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -69952.976562 Penalty: 2185.635986
	Iteration 17F: 3 clusters Score -69952.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Entering Unmasked Estep 
Score: -93788.226562 Penalty: 1141.938599
	Iteration 0F: 2 clusters Score -93788.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92273.210938 Penalty: 2283.877197
	Iteration 0F: 3 clusters Score -92273.21 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -92564.671875 Penalty: 2283.877197
	Iteration 1F: 3 clusters Score -92564.67 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -92640.093750 Penalty: 2283.877197
	Iteration 2F: 3 clusters Score -92640.09 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92675.242188 Penalty: 2283.877197
	Iteration 3Q: 3 clusters Score -92675.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92689.046875 Penalty: 2283.877197
	Iteration 4Q: 3 clusters Score -92689.05 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92698.601562 Penalty: 2283.877197
	Iteration 5Q: 3 clusters Score -92698.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -92703.578125 Penalty: 2283.877197
	Iteration 6Q: 3 clusters Score -92703.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92706.812500 Penalty: 2283.877197
	Iteration 7Q: 3 clusters Score -92706.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92709.937500 Penalty: 2283.877197
	Iteration 8Q: 3 clusters Score -92709.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92711.187500 Penalty: 2283.877197
	Iteration 9Q: 3 clusters Score -92711.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -92712.835938 Penalty: 2283.877197
	Iteration 10Q: 3 clusters Score -92712.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -92713.625000 Penalty: 2283.877197
	Iteration 11Q: 3 clusters Score -92713.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -92713.914062 Penalty: 2283.877197
	Iteration 12Q: 3 clusters Score -92713.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92715.195312 Penalty: 2283.877197
	Iteration 13Q: 3 clusters Score -92715.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -92716.953125 Penalty: 2283.877197
	Iteration 14Q: 3 clusters Score -92716.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92717.406250 Penalty: 2283.877197
	Iteration 15Q: 3 clusters Score -92717.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92718.164062 Penalty: 2283.877197
	Iteration 16Q: 3 clusters Score -92718.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -92719.406250 Penalty: 2283.877197
	Iteration 17Q: 3 clusters Score -92719.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -92719.875000 Penalty: 2283.877197
	Iteration 18Q: 3 clusters Score -92719.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -92720.328125 Penalty: 2283.877197
	Iteration 19Q: 3 clusters Score -92720.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92720.992188 Penalty: 2283.877197
	Iteration 20F: 3 clusters Score -92720.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -92721.203125 Penalty: 2283.877197
	Iteration 21Q: 3 clusters Score -92721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92721.976562 Penalty: 2283.877197
	Iteration 22Q: 3 clusters Score -92721.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -92721.976562 Penalty: 2283.877197
	Iteration 23F: 3 clusters Score -92721.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (2979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Entering Unmasked Estep 
Score: -226804.906250 Penalty: 1299.893188
	Iteration 0F: 2 clusters Score -226804.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -224188.046875 Penalty: 2599.786377
	Iteration 0F: 3 clusters Score -224188 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -225105.031250 Penalty: 2599.786377
	Iteration 1F: 3 clusters Score -225105 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -225440.968750 Penalty: 2599.786377
	Iteration 2F: 3 clusters Score -225441 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -225668.781250 Penalty: 2599.786377
	Iteration 3F: 3 clusters Score -225668.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -225838.078125 Penalty: 2599.786377
	Iteration 4F: 3 clusters Score -225838.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -225969.671875 Penalty: 2599.786377
	Iteration 5Q: 3 clusters Score -225969.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -226056.437500 Penalty: 2599.786377
	Iteration 6Q: 3 clusters Score -226056.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -226119.343750 Penalty: 2599.786377
	Iteration 7Q: 3 clusters Score -226119.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -226158.140625 Penalty: 2599.786377
	Iteration 8Q: 3 clusters Score -226158.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -226186.812500 Penalty: 2599.786377
	Iteration 9Q: 3 clusters Score -226186.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -226200.734375 Penalty: 2599.786377
	Iteration 10Q: 3 clusters Score -226200.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -226212.390625 Penalty: 2599.786377
	Iteration 11Q: 3 clusters Score -226212.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -226223.062500 Penalty: 2599.786377
	Iteration 12Q: 3 clusters Score -226223.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -226229.625000 Penalty: 2599.786377
	Iteration 13Q: 3 clusters Score -226229.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -226235.062500 Penalty: 2599.786377
	Iteration 14Q: 3 clusters Score -226235.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226239.203125 Penalty: 2599.786377
	Iteration 15Q: 3 clusters Score -226239.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -226241.515625 Penalty: 2599.786377
	Iteration 16Q: 3 clusters Score -226241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -226244.265625 Penalty: 2599.786377
	Iteration 17Q: 3 clusters Score -226244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -226248.234375 Penalty: 2599.786377
	Iteration 18Q: 3 clusters Score -226248.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -226252.031250 Penalty: 2599.786377
	Iteration 19Q: 3 clusters Score -226252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -226254.859375 Penalty: 2599.786377
	Iteration 20F: 3 clusters Score -226254.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -226257.671875 Penalty: 2599.786377
	Iteration 21Q: 3 clusters Score -226257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -226259.359375 Penalty: 2599.786377
	Iteration 22Q: 3 clusters Score -226259.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -226260.140625 Penalty: 2599.786377
	Iteration 23Q: 3 clusters Score -226260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226260.546875 Penalty: 2599.786377
	Iteration 24Q: 3 clusters Score -226260.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -226260.546875 Penalty: 2599.786377
	Iteration 25F: 3 clusters Score -226260.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -334836.375000 Penalty: 1340.385986
	Iteration 0F: 2 clusters Score -334836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -331635.687500 Penalty: 2680.771973
	Iteration 0F: 3 clusters Score -331635.7 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -332435.875000 Penalty: 2680.771973
	Iteration 1F: 3 clusters Score -332435.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -332596.437500 Penalty: 2680.771973
	Iteration 2F: 3 clusters Score -332596.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -332693.656250 Penalty: 2680.771973
	Iteration 3Q: 3 clusters Score -332693.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -332778.031250 Penalty: 2680.771973
	Iteration 4Q: 3 clusters Score -332778 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -332851.437500 Penalty: 2680.771973
	Iteration 5Q: 3 clusters Score -332851.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -332911.968750 Penalty: 2680.771973
	Iteration 6Q: 3 clusters Score -332912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -332966.812500 Penalty: 2680.771973
	Iteration 7Q: 3 clusters Score -332966.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -333017.687500 Penalty: 2680.771973
	Iteration 8Q: 3 clusters Score -333017.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -333063.687500 Penalty: 2680.771973
	Iteration 9Q: 3 clusters Score -333063.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -333107.718750 Penalty: 2680.771973
	Iteration 10Q: 3 clusters Score -333107.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -333159.312500 Penalty: 2680.771973
	Iteration 11Q: 3 clusters Score -333159.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -333216.843750 Penalty: 2680.771973
	Iteration 12Q: 3 clusters Score -333216.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -333281.968750 Penalty: 2680.771973
	Iteration 13Q: 3 clusters Score -333282 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -333362.750000 Penalty: 2680.771973
	Iteration 14Q: 3 clusters Score -333362.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -333437.937500 Penalty: 2680.771973
	Iteration 15Q: 3 clusters Score -333437.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -333505.562500 Penalty: 2680.771973
	Iteration 16Q: 3 clusters Score -333505.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -333558.593750 Penalty: 2680.771973
	Iteration 17Q: 3 clusters Score -333558.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -333617.062500 Penalty: 2680.771973
	Iteration 18Q: 3 clusters Score -333617.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -333689.500000 Penalty: 2680.771973
	Iteration 19Q: 3 clusters Score -333689.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -333759.875000 Penalty: 2680.771973
	Iteration 20F: 3 clusters Score -333759.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -333814.750000 Penalty: 2680.771973
	Iteration 21Q: 3 clusters Score -333814.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -333864.750000 Penalty: 2680.771973
	Iteration 22Q: 3 clusters Score -333864.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -333906.593750 Penalty: 2680.771973
	Iteration 23Q: 3 clusters Score -333906.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -333945.281250 Penalty: 2680.771973
	Iteration 24Q: 3 clusters Score -333945.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -333976.531250 Penalty: 2680.771973
	Iteration 25Q: 3 clusters Score -333976.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -333993.093750 Penalty: 2680.771973
	Iteration 26Q: 3 clusters Score -333993.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334002.218750 Penalty: 2680.771973
	Iteration 27Q: 3 clusters Score -334002.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -334006.218750 Penalty: 2680.771973
	Iteration 28Q: 3 clusters Score -334006.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -334006.843750 Penalty: 2680.771973
	Iteration 29Q: 3 clusters Score -334006.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334007.437500 Penalty: 2680.771973
	Iteration 30Q: 3 clusters Score -334007.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -334008.750000 Penalty: 2680.771973
	Iteration 31Q: 3 clusters Score -334008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -334010.937500 Penalty: 2680.771973
	Iteration 32Q: 3 clusters Score -334010.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -334012.468750 Penalty: 2680.771973
	Iteration 33Q: 3 clusters Score -334012.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -334013.562500 Penalty: 2680.771973
	Iteration 34Q: 3 clusters Score -334013.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -334014.093750 Penalty: 2680.771973
	Iteration 35Q: 3 clusters Score -334014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334015.156250 Penalty: 2680.771973
	Iteration 36Q: 3 clusters Score -334015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -334015.750000 Penalty: 2680.771973
	Iteration 37Q: 3 clusters Score -334015.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -334015.625000 Penalty: 2680.771973
	Iteration 38Q: 3 clusters Score -334015.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -334015.687500 Penalty: 2680.771973
	Iteration 39Q: 3 clusters Score -334015.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334015.875000 Penalty: 2680.771973
	Iteration 40F: 3 clusters Score -334015.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -334017.781250 Penalty: 2680.771973
	Iteration 41Q: 3 clusters Score -334017.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -334018.250000 Penalty: 2680.771973
	Iteration 42Q: 3 clusters Score -334018.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334017.906250 Penalty: 2680.771973
	Iteration 43Q: 3 clusters Score -334017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -334018.781250 Penalty: 2680.771973
	Iteration 44Q: 3 clusters Score -334018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -334018.218750 Penalty: 2680.771973
	Iteration 45Q: 3 clusters Score -334018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -334018.218750 Penalty: 2680.771973
	Iteration 46F: 3 clusters Score -334018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -142068.796875 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -142068.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -140130.968750 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -140131 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -140552.968750 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -140553 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -140676.406250 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -140676.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140754.109375 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -140754.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -140790.234375 Penalty: 2439.820801
	Iteration 4Q: 3 clusters Score -140790.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -140808.484375 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -140808.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -140814.593750 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -140814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -140820.937500 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -140820.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -140828.250000 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -140828.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -140837.281250 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -140837.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -140848.859375 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -140848.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -140857.265625 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -140857.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -140868.015625 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -140868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -140877.109375 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -140877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -140879.390625 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -140879.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -140883.625000 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -140883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -140885.156250 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -140885.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -140886.015625 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -140886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140887.062500 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -140887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -140889.171875 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -140889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -140890.078125 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -140890.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Entering Unmasked Estep 
Score: -1075030.250000 Penalty: 1528.766968
	Iteration 0F: 2 clusters Score -1075030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1066422.750000 Penalty: 3057.533936
	Iteration 0F: 3 clusters Score -1066423 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1069346.000000 Penalty: 3057.533936
	Iteration 1F: 3 clusters Score -1069346 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -1069663.500000 Penalty: 3057.533936
	Iteration 2F: 3 clusters Score -1069664 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1069985.125000 Penalty: 3057.533936
	Iteration 3Q: 3 clusters Score -1069985 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1070343.625000 Penalty: 3057.533936
	Iteration 4F: 3 clusters Score -1070344 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -1070758.125000 Penalty: 3057.533936
	Iteration 5Q: 3 clusters Score -1070758 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -1071227.500000 Penalty: 3057.533936
	Iteration 6F: 3 clusters Score -1071228 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1071712.750000 Penalty: 3057.533936
	Iteration 7F: 3 clusters Score -1071713 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1072176.000000 Penalty: 3057.533936
	Iteration 8F: 3 clusters Score -1072176 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1072601.750000 Penalty: 3057.533936
	Iteration 9Q: 3 clusters Score -1072602 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1073033.875000 Penalty: 3057.533936
	Iteration 10Q: 3 clusters Score -1073034 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1073391.250000 Penalty: 3057.533936
	Iteration 11Q: 3 clusters Score -1073391 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1073683.375000 Penalty: 3057.533936
	Iteration 12Q: 3 clusters Score -1073683 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1073910.750000 Penalty: 3057.533936
	Iteration 13Q: 3 clusters Score -1073911 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1074060.625000 Penalty: 3057.533936
	Iteration 14Q: 3 clusters Score -1074061 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1074153.500000 Penalty: 3057.533936
	Iteration 15Q: 3 clusters Score -1074154 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1074228.250000 Penalty: 3057.533936
	Iteration 16Q: 3 clusters Score -1074228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1074269.250000 Penalty: 3057.533936
	Iteration 17Q: 3 clusters Score -1074269 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1074298.000000 Penalty: 3057.533936
	Iteration 18Q: 3 clusters Score -1074298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1074307.750000 Penalty: 3057.533936
	Iteration 19Q: 3 clusters Score -1074308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1074315.625000 Penalty: 3057.533936
	Iteration 20F: 3 clusters Score -1074316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1074319.500000 Penalty: 3057.533936
	Iteration 21Q: 3 clusters Score -1074320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1074318.500000 Penalty: 3057.533936
	Iteration 22Q: 3 clusters Score -1074318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1074319.875000 Penalty: 3057.533936
	Iteration 23Q: 3 clusters Score -1074320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1074320.500000 Penalty: 3057.533936
	Iteration 24Q: 3 clusters Score -1074320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1074321.250000 Penalty: 3057.533936
	Iteration 25Q: 3 clusters Score -1074321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1074322.250000 Penalty: 3057.533936
	Iteration 26Q: 3 clusters Score -1074322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1074323.875000 Penalty: 3057.533936
	Iteration 27Q: 3 clusters Score -1074324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1074323.250000 Penalty: 3057.533936
	Iteration 28Q: 3 clusters Score -1074323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1074325.625000 Penalty: 3057.533936
	Iteration 29Q: 3 clusters Score -1074326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1074325.750000 Penalty: 3057.533936
	Iteration 30Q: 3 clusters Score -1074326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1074325.750000 Penalty: 3057.533936
	Iteration 31F: 3 clusters Score -1074326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19887 members 
Mstep: Class 5 contains 1422 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36149 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 22262 members 
Mstep: Class 15 contains 12596 members 
Mstep: Class 16 contains 11323 members 
Mstep: Class 17 contains 4706 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37660 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8536 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1028 members 
Mstep: Class 25 contains 13278 members 
Mstep: Class 26 contains 3720 members 
Mstep: Class 27 contains 15838 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111614 members 
Mstep: Class 30 contains 48462 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1996 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2979 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891964.000000 Penalty: 82980.742188
Iteration 159Q: 40 clusters Score -4.089196e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19881 members 
Mstep: Class 5 contains 1416 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36153 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15992 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6104 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12124 members 
Mstep: Class 14 contains 22271 members 
Mstep: Class 15 contains 12595 members 
Mstep: Class 16 contains 11322 members 
Mstep: Class 17 contains 4703 members 
Mstep: Class 18 contains 2212 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 25172 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8522 members 
Mstep: Class 23 contains 3107 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 13274 members 
Mstep: Class 26 contains 3724 members 
Mstep: Class 27 contains 15841 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111608 members 
Mstep: Class 30 contains 48462 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1995 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 2998 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1821 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891996.000000 Penalty: 82980.742188
Iteration 160F: 40 clusters Score -4.0892e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 18656 members 
Mstep: Class 3 contains 3422 members 
Mstep: Class 4 contains 19872 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36159 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15995 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6107 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12126 members 
Mstep: Class 14 contains 22283 members 
Mstep: Class 15 contains 12593 members 
Mstep: Class 16 contains 11319 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 37662 members 
Mstep: Class 20 contains 25172 members 
Mstep: Class 21 contains 8472 members 
Mstep: Class 22 contains 8499 members 
Mstep: Class 23 contains 3106 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 13269 members 
Mstep: Class 26 contains 3734 members 
Mstep: Class 27 contains 15844 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111605 members 
Mstep: Class 30 contains 48464 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1127 members 
Mstep: Class 36 contains 3011 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1820 members 
Mstep: Class 39 contains 12184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892008.000000 Penalty: 82980.742188
Iteration 161Q: 40 clusters Score -4.089201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 18658 members 
Mstep: Class 3 contains 3423 members 
Mstep: Class 4 contains 19862 members 
Mstep: Class 5 contains 1407 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36160 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15995 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12129 members 
Mstep: Class 14 contains 22293 members 
Mstep: Class 15 contains 12592 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 37661 members 
Mstep: Class 20 contains 25172 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8484 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13265 members 
Mstep: Class 26 contains 3741 members 
Mstep: Class 27 contains 15847 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 111599 members 
Mstep: Class 30 contains 48466 members 
Mstep: Class 31 contains 2799 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 833 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 3023 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1819 members 
Mstep: Class 39 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892024.000000 Penalty: 82980.742188
Iteration 162Q: 40 clusters Score -4.089202e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19854 members 
Mstep: Class 5 contains 1406 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36160 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12131 members 
Mstep: Class 14 contains 22298 members 
Mstep: Class 15 contains 12590 members 
Mstep: Class 16 contains 11315 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 37656 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8471 members 
Mstep: Class 22 contains 8488 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1029 members 
Mstep: Class 25 contains 13259 members 
Mstep: Class 26 contains 3742 members 
Mstep: Class 27 contains 15853 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 111593 members 
Mstep: Class 30 contains 48469 members 
Mstep: Class 31 contains 2800 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 832 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 3031 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1818 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891948.000000 Penalty: 82980.742188
Iteration 163Q: 40 clusters Score -4.089195e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18658 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19850 members 
Mstep: Class 5 contains 1401 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36162 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15996 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12131 members 
Mstep: Class 14 contains 22297 members 
Mstep: Class 15 contains 12588 members 
Mstep: Class 16 contains 11314 members 
Mstep: Class 17 contains 4701 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 25170 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 8481 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13259 members 
Mstep: Class 26 contains 3748 members 
Mstep: Class 27 contains 15856 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 111591 members 
Mstep: Class 30 contains 48470 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 831 members 
Mstep: Class 35 contains 1128 members 
Mstep: Class 36 contains 3038 members 
Mstep: Class 37 contains 3822 members 
Mstep: Class 38 contains 1818 members 
Mstep: Class 39 contains 12183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891952.000000 Penalty: 82980.742188
Iteration 164Q: 40 clusters Score -4.089195e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18657 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19847 members 
Mstep: Class 5 contains 1398 members 
Mstep: Class 6 contains 2679 members 
Mstep: Class 7 contains 36166 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15993 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 22295 members 
Mstep: Class 15 contains 12588 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 4699 members 
Mstep: Class 18 contains 2215 members 
Mstep: Class 19 contains 37651 members 
Mstep: Class 20 contains 25169 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 8478 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 13253 members 
Mstep: Class 26 contains 3757 members 
Mstep: Class 27 contains 15857 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 111588 members 
Mstep: Class 30 contains 48470 members 
Mstep: Class 31 contains 2801 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3051 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1818 members 
Mstep: Class 39 contains 12185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891972.000000 Penalty: 82980.742188
Iteration 165Q: 40 clusters Score -4.089197e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18654 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19842 members 
Mstep: Class 5 contains 1399 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 36170 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 22301 members 
Mstep: Class 15 contains 12587 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2213 members 
Mstep: Class 19 contains 37653 members 
Mstep: Class 20 contains 25170 members 
Mstep: Class 21 contains 8470 members 
Mstep: Class 22 contains 8473 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13250 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 15861 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 111581 members 
Mstep: Class 30 contains 48470 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3060 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1817 members 
Mstep: Class 39 contains 12186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892064.000000 Penalty: 82980.742188
Iteration 166Q: 40 clusters Score -4.089206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18653 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19840 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 36172 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12133 members 
Mstep: Class 14 contains 22300 members 
Mstep: Class 15 contains 12586 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 2211 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 25171 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8471 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13244 members 
Mstep: Class 26 contains 3776 members 
Mstep: Class 27 contains 15862 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 111578 members 
Mstep: Class 30 contains 48472 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3070 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1817 members 
Mstep: Class 39 contains 12188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 82980.742188
Iteration 167Q: 40 clusters Score -4.089215e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18653 members 
Mstep: Class 3 contains 3424 members 
Mstep: Class 4 contains 19837 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 2680 members 
Mstep: Class 7 contains 36175 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15984 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12132 members 
Mstep: Class 14 contains 22302 members 
Mstep: Class 15 contains 12582 members 
Mstep: Class 16 contains 11312 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 2210 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 25174 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8463 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 13241 members 
Mstep: Class 26 contains 3781 members 
Mstep: Class 27 contains 15863 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 111577 members 
Mstep: Class 30 contains 48474 members 
Mstep: Class 31 contains 2802 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3076 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892176.000000 Penalty: 82980.742188
Iteration 168Q: 40 clusters Score -4.089218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18655 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 19834 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 36178 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15985 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12131 members 
Mstep: Class 14 contains 22307 members 
Mstep: Class 15 contains 12579 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 2208 members 
Mstep: Class 19 contains 37652 members 
Mstep: Class 20 contains 25178 members 
Mstep: Class 21 contains 8466 members 
Mstep: Class 22 contains 8450 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 13238 members 
Mstep: Class 26 contains 3783 members 
Mstep: Class 27 contains 15864 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111576 members 
Mstep: Class 30 contains 48474 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1994 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3084 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892140.000000 Penalty: 82980.742188
Iteration 169Q: 40 clusters Score -4.089214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18659 members 
Mstep: Class 3 contains 3426 members 
Mstep: Class 4 contains 19829 members 
Mstep: Class 5 contains 1394 members 
Mstep: Class 6 contains 2682 members 
Mstep: Class 7 contains 36179 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15987 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6109 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12134 members 
Mstep: Class 14 contains 22309 members 
Mstep: Class 15 contains 12576 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 37649 members 
Mstep: Class 20 contains 25182 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8439 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1031 members 
Mstep: Class 25 contains 13231 members 
Mstep: Class 26 contains 3781 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 111575 members 
Mstep: Class 30 contains 48477 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3097 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 82980.742188
Iteration 170Q: 40 clusters Score -4.089215e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18660 members 
Mstep: Class 3 contains 3427 members 
Mstep: Class 4 contains 19825 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36179 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12138 members 
Mstep: Class 14 contains 22307 members 
Mstep: Class 15 contains 12575 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 2205 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 25183 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8429 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13226 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 15867 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 111575 members 
Mstep: Class 30 contains 48480 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3109 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1817 members 
Mstep: Class 39 contains 12198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892192.000000 Penalty: 82980.742188
Iteration 171Q: 40 clusters Score -4.089219e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18664 members 
Mstep: Class 3 contains 3428 members 
Mstep: Class 4 contains 19823 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36179 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2528 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12140 members 
Mstep: Class 14 contains 22304 members 
Mstep: Class 15 contains 12574 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2203 members 
Mstep: Class 19 contains 37647 members 
Mstep: Class 20 contains 25181 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 8426 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13224 members 
Mstep: Class 26 contains 3780 members 
Mstep: Class 27 contains 15869 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 111572 members 
Mstep: Class 30 contains 48481 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3112 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892200.000000 Penalty: 82980.742188
Iteration 172Q: 40 clusters Score -4.08922e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18665 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19816 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15987 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6108 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12142 members 
Mstep: Class 14 contains 22307 members 
Mstep: Class 15 contains 12573 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2201 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25182 members 
Mstep: Class 21 contains 8469 members 
Mstep: Class 22 contains 8421 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13225 members 
Mstep: Class 26 contains 3777 members 
Mstep: Class 27 contains 15875 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 111571 members 
Mstep: Class 30 contains 48479 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3114 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892160.000000 Penalty: 82980.742188
Iteration 173Q: 40 clusters Score -4.089216e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19807 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2684 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12144 members 
Mstep: Class 14 contains 22314 members 
Mstep: Class 15 contains 12570 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25180 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13226 members 
Mstep: Class 26 contains 3773 members 
Mstep: Class 27 contains 15883 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111567 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3116 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892156.000000 Penalty: 82980.742188
Iteration 174Q: 40 clusters Score -4.089216e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19802 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36173 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6110 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12144 members 
Mstep: Class 14 contains 22320 members 
Mstep: Class 15 contains 12569 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25179 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13225 members 
Mstep: Class 26 contains 3770 members 
Mstep: Class 27 contains 15889 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111564 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3121 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892172.000000 Penalty: 82980.742188
Iteration 175Q: 40 clusters Score -4.089217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19793 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36174 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6111 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12143 members 
Mstep: Class 14 contains 22321 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25181 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13223 members 
Mstep: Class 26 contains 3769 members 
Mstep: Class 27 contains 15896 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111563 members 
Mstep: Class 30 contains 48477 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 830 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3124 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892152.000000 Penalty: 82980.742188
Iteration 176Q: 40 clusters Score -4.089215e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19780 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36176 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12143 members 
Mstep: Class 14 contains 22322 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25184 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13220 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 15906 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 829 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3127 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 82980.742188
Iteration 177Q: 40 clusters Score -4.089215e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19768 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36182 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6114 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 22323 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4692 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8424 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 15914 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 828 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3129 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892228.000000 Penalty: 82980.742188
Iteration 178Q: 40 clusters Score -4.089223e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19759 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15986 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6115 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25186 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8423 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3767 members 
Mstep: Class 27 contains 15923 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3130 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892228.000000 Penalty: 82980.742188
Iteration 179Q: 40 clusters Score -4.089223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19747 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6116 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 22325 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11310 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37646 members 
Mstep: Class 20 contains 25188 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8422 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3766 members 
Mstep: Class 27 contains 15932 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3130 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892228.000000 Penalty: 82980.742188
Iteration 180F: 40 clusters Score -4.089223e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19733 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36182 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2529 members 
Mstep: Class 11 contains 6117 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 22327 members 
Mstep: Class 15 contains 12567 members 
Mstep: Class 16 contains 11309 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 25190 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8419 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3765 members 
Mstep: Class 27 contains 15939 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48475 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3133 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1816 members 
Mstep: Class 39 contains 12207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892212.000000 Penalty: 82980.742188
Iteration 181Q: 40 clusters Score -4.089221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18667 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19725 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2530 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 22329 members 
Mstep: Class 15 contains 12566 members 
Mstep: Class 16 contains 11308 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37645 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15945 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892200.000000 Penalty: 82980.742188
Iteration 182Q: 40 clusters Score -4.08922e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19721 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36180 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2531 members 
Mstep: Class 11 contains 6119 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12145 members 
Mstep: Class 14 contains 22330 members 
Mstep: Class 15 contains 12565 members 
Mstep: Class 16 contains 11307 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25190 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8417 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15951 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892208.000000 Penalty: 82980.742188
Iteration 183Q: 40 clusters Score -4.089221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19709 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36180 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6120 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 22332 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11306 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25190 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15960 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892196.000000 Penalty: 82980.742188
Iteration 184Q: 40 clusters Score -4.08922e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19701 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36178 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12146 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8415 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15965 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892204.000000 Penalty: 82980.742188
Iteration 185Q: 40 clusters Score -4.08922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19695 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36177 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37643 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111562 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892196.000000 Penalty: 82980.742188
Iteration 186Q: 40 clusters Score -4.08922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19693 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36178 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15988 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15971 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892196.000000 Penalty: 82980.742188
Iteration 187Q: 40 clusters Score -4.08922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19688 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36180 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4693 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3135 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892224.000000 Penalty: 82980.742188
Iteration 188Q: 40 clusters Score -4.089222e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19684 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4694 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15972 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3136 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892220.000000 Penalty: 82980.742188
Iteration 189Q: 40 clusters Score -4.089222e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19679 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36180 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4695 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15971 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3136 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892204.000000 Penalty: 82980.742188
Iteration 190Q: 40 clusters Score -4.08922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19674 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36181 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12147 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25191 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892208.000000 Penalty: 82980.742188
Iteration 191Q: 40 clusters Score -4.089221e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19671 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36182 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15989 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25190 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13214 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15970 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892208.000000 Penalty: 82980.742188
Iteration 192Q: 40 clusters Score -4.089221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19668 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36182 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892236.000000 Penalty: 82980.742188
Iteration 193Q: 40 clusters Score -4.089224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4696 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892240.000000 Penalty: 82980.742188
Iteration 194Q: 40 clusters Score -4.089224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19664 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36184 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892216.000000 Penalty: 82980.742188
Iteration 195Q: 40 clusters Score -4.089222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892220.000000 Penalty: 82980.742188
Iteration 196Q: 40 clusters Score -4.089222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892220.000000 Penalty: 82980.742188
Iteration 197F: 40 clusters Score -4.089222e+07 nChanged 0
Entering ConstructFrom: 
Score: -40892220.000000 Penalty: 82980.742188
Entering ConstructFrom: 
Trying to split cluster 1 (2496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Entering Unmasked Estep 
Score: -201934.234375 Penalty: 1271.147339
	Iteration 0F: 2 clusters Score -201934.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -199570.468750 Penalty: 2542.294678
	Iteration 0F: 3 clusters Score -199570.5 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -200309.796875 Penalty: 2542.294678
	Iteration 1F: 3 clusters Score -200309.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -200716.859375 Penalty: 2542.294678
	Iteration 2F: 3 clusters Score -200716.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -201179.343750 Penalty: 2542.294678
	Iteration 3F: 3 clusters Score -201179.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -201584.250000 Penalty: 2542.294678
	Iteration 4F: 3 clusters Score -201584.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -201848.140625 Penalty: 2542.294678
	Iteration 5F: 3 clusters Score -201848.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -202054.218750 Penalty: 2542.294678
	Iteration 6Q: 3 clusters Score -202054.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -202193.437500 Penalty: 2542.294678
	Iteration 7Q: 3 clusters Score -202193.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -202277.468750 Penalty: 2542.294678
	Iteration 8Q: 3 clusters Score -202277.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -202324.156250 Penalty: 2542.294678
	Iteration 9Q: 3 clusters Score -202324.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -202358.421875 Penalty: 2542.294678
	Iteration 10Q: 3 clusters Score -202358.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -202383.109375 Penalty: 2542.294678
	Iteration 11Q: 3 clusters Score -202383.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -202395.781250 Penalty: 2542.294678
	Iteration 12Q: 3 clusters Score -202395.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -202403.625000 Penalty: 2542.294678
	Iteration 13Q: 3 clusters Score -202403.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -202407.250000 Penalty: 2542.294678
	Iteration 14Q: 3 clusters Score -202407.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -202410.343750 Penalty: 2542.294678
	Iteration 15Q: 3 clusters Score -202410.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -202413.234375 Penalty: 2542.294678
	Iteration 16Q: 3 clusters Score -202413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -202414.828125 Penalty: 2542.294678
	Iteration 17Q: 3 clusters Score -202414.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202415.765625 Penalty: 2542.294678
	Iteration 18Q: 3 clusters Score -202415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -202415.765625 Penalty: 2542.294678
	Iteration 19F: 3 clusters Score -202415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Mstep: Class 40 contains 1062 members 
Entering Unmasked Estep 
Score: -40891808.000000 Penalty: 85108.453125
Splitting cluster 1 changes total score from -40892220.000000 to -40891808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (18668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18668 members 
Entering Unmasked Estep 
Score: -1654447.500000 Penalty: 1598.116943
	Iteration 0F: 2 clusters Score -1654448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1641702.500000 Penalty: 3196.233887
	Iteration 0F: 3 clusters Score -1641702 nChanged 8421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1646140.125000 Penalty: 3196.233887
	Iteration 1F: 3 clusters Score -1646140 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1646449.875000 Penalty: 3196.233887
	Iteration 2F: 3 clusters Score -1646450 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1646730.750000 Penalty: 3196.233887
	Iteration 3Q: 3 clusters Score -1646731 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1646975.250000 Penalty: 3196.233887
	Iteration 4Q: 3 clusters Score -1646975 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1647233.625000 Penalty: 3196.233887
	Iteration 5Q: 3 clusters Score -1647234 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1647561.375000 Penalty: 3196.233887
	Iteration 6Q: 3 clusters Score -1647561 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1648084.625000 Penalty: 3196.233887
	Iteration 7Q: 3 clusters Score -1648085 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1648848.625000 Penalty: 3196.233887
	Iteration 8F: 3 clusters Score -1648849 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1649946.875000 Penalty: 3196.233887
	Iteration 9F: 3 clusters Score -1649947 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1651253.500000 Penalty: 3196.233887
	Iteration 10F: 3 clusters Score -1651254 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1652471.875000 Penalty: 3196.233887
	Iteration 11F: 3 clusters Score -1652472 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1653385.750000 Penalty: 3196.233887
	Iteration 12F: 3 clusters Score -1653386 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1653918.250000 Penalty: 3196.233887
	Iteration 13Q: 3 clusters Score -1653918 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1654225.250000 Penalty: 3196.233887
	Iteration 14Q: 3 clusters Score -1654225 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -1654402.875000 Penalty: 3196.233887
	Iteration 15Q: 3 clusters Score -1654403 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1654517.625000 Penalty: 3196.233887
	Iteration 16Q: 3 clusters Score -1654518 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1654601.750000 Penalty: 3196.233887
	Iteration 17Q: 3 clusters Score -1654602 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1654649.875000 Penalty: 3196.233887
	Iteration 18Q: 3 clusters Score -1654650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1654688.250000 Penalty: 3196.233887
	Iteration 19Q: 3 clusters Score -1654688 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1654703.875000 Penalty: 3196.233887
	Iteration 20F: 3 clusters Score -1654704 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1654719.625000 Penalty: 3196.233887
	Iteration 21Q: 3 clusters Score -1654720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1654725.625000 Penalty: 3196.233887
	Iteration 22Q: 3 clusters Score -1654726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1654733.875000 Penalty: 3196.233887
	Iteration 23Q: 3 clusters Score -1654734 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -1654738.500000 Penalty: 3196.233887
	Iteration 24Q: 3 clusters Score -1654738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1654741.625000 Penalty: 3196.233887
	Iteration 25Q: 3 clusters Score -1654742 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1654748.750000 Penalty: 3196.233887
	Iteration 26Q: 3 clusters Score -1654749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1654750.250000 Penalty: 3196.233887
	Iteration 27Q: 3 clusters Score -1654750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1654750.750000 Penalty: 3196.233887
	Iteration 28Q: 3 clusters Score -1654751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1654746.250000 Penalty: 3196.233887
	Iteration 29Q: 3 clusters Score -1654746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1654747.750000 Penalty: 3196.233887
	Iteration 30Q: 3 clusters Score -1654748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1654747.750000 Penalty: 3196.233887
	Iteration 31F: 3 clusters Score -1654748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12854 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Mstep: Class 40 contains 5814 members 
Entering Unmasked Estep 
Score: -40891992.000000 Penalty: 85108.453125
Splitting cluster 2 changes total score from -40892220.000000 to -40891992.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (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: -294645.750000 Penalty: 1322.753906
	Iteration 0F: 2 clusters Score -294645.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -291677.218750 Penalty: 2645.507812
	Iteration 0F: 3 clusters Score -291677.2 nChanged 1297
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: -292391.937500 Penalty: 2645.507812
	Iteration 1F: 3 clusters Score -292391.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -292532.156250 Penalty: 2645.507812
	Iteration 2F: 3 clusters Score -292532.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -292636.343750 Penalty: 2645.507812
	Iteration 3F: 3 clusters Score -292636.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -292714.625000 Penalty: 2645.507812
	Iteration 4Q: 3 clusters Score -292714.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -292773.531250 Penalty: 2645.507812
	Iteration 5Q: 3 clusters Score -292773.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -292851.906250 Penalty: 2645.507812
	Iteration 6Q: 3 clusters Score -292851.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -292988.656250 Penalty: 2645.507812
	Iteration 7Q: 3 clusters Score -292988.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -293185.031250 Penalty: 2645.507812
	Iteration 8Q: 3 clusters Score -293185 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -293363.718750 Penalty: 2645.507812
	Iteration 9F: 3 clusters Score -293363.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -293501.906250 Penalty: 2645.507812
	Iteration 10F: 3 clusters Score -293501.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -293619.812500 Penalty: 2645.507812
	Iteration 11Q: 3 clusters Score -293619.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -293723.625000 Penalty: 2645.507812
	Iteration 12Q: 3 clusters Score -293723.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -293808.531250 Penalty: 2645.507812
	Iteration 13Q: 3 clusters Score -293808.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -293866.593750 Penalty: 2645.507812
	Iteration 14Q: 3 clusters Score -293866.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -293902.937500 Penalty: 2645.507812
	Iteration 15Q: 3 clusters Score -293902.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -293928.562500 Penalty: 2645.507812
	Iteration 16Q: 3 clusters Score -293928.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -293945.156250 Penalty: 2645.507812
	Iteration 17Q: 3 clusters Score -293945.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -293963.687500 Penalty: 2645.507812
	Iteration 18Q: 3 clusters Score -293963.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -293980.500000 Penalty: 2645.507812
	Iteration 19Q: 3 clusters Score -293980.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -293990.562500 Penalty: 2645.507812
	Iteration 20F: 3 clusters Score -293990.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -293999.656250 Penalty: 2645.507812
	Iteration 21Q: 3 clusters Score -293999.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -294010.593750 Penalty: 2645.507812
	Iteration 22Q: 3 clusters Score -294010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -294018.343750 Penalty: 2645.507812
	Iteration 23Q: 3 clusters Score -294018.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -294024.875000 Penalty: 2645.507812
	Iteration 24Q: 3 clusters Score -294024.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -294030.781250 Penalty: 2645.507812
	Iteration 25Q: 3 clusters Score -294030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -294034.593750 Penalty: 2645.507812
	Iteration 26Q: 3 clusters Score -294034.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -294040.218750 Penalty: 2645.507812
	Iteration 27Q: 3 clusters Score -294040.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -294043.968750 Penalty: 2645.507812
	Iteration 28Q: 3 clusters Score -294044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -294048.468750 Penalty: 2645.507812
	Iteration 29Q: 3 clusters Score -294048.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -294050.906250 Penalty: 2645.507812
	Iteration 30Q: 3 clusters Score -294050.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -294052.937500 Penalty: 2645.507812
	Iteration 31Q: 3 clusters Score -294052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -294056.718750 Penalty: 2645.507812
	Iteration 32Q: 3 clusters Score -294056.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -294060.281250 Penalty: 2645.507812
	Iteration 33Q: 3 clusters Score -294060.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -294064.937500 Penalty: 2645.507812
	Iteration 34Q: 3 clusters Score -294064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -294067.718750 Penalty: 2645.507812
	Iteration 35Q: 3 clusters Score -294067.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -294068.343750 Penalty: 2645.507812
	Iteration 36Q: 3 clusters Score -294068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -294071.562500 Penalty: 2645.507812
	Iteration 37Q: 3 clusters Score -294071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -294072.937500 Penalty: 2645.507812
	Iteration 38Q: 3 clusters Score -294072.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -294073.906250 Penalty: 2645.507812
	Iteration 39Q: 3 clusters Score -294073.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -294075.687500 Penalty: 2645.507812
	Iteration 40F: 3 clusters Score -294075.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -294076.937500 Penalty: 2645.507812
	Iteration 41Q: 3 clusters Score -294076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -294077.562500 Penalty: 2645.507812
	Iteration 42Q: 3 clusters Score -294077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -294079.562500 Penalty: 2645.507812
	Iteration 43Q: 3 clusters Score -294079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -294079.906250 Penalty: 2645.507812
	Iteration 44Q: 3 clusters Score -294079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -294080.218750 Penalty: 2645.507812
	Iteration 45Q: 3 clusters Score -294080.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -294080.812500 Penalty: 2645.507812
	Iteration 46Q: 3 clusters Score -294080.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -294080.625000 Penalty: 2645.507812
	Iteration 47Q: 3 clusters Score -294080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -294080.500000 Penalty: 2645.507812
	Iteration 48Q: 3 clusters Score -294080.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -294080.500000 Penalty: 2645.507812
	Iteration 49F: 3 clusters Score -294080.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (19665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Entering Unmasked Estep 
Score: -1717860.625000 Penalty: 1606.571777
	Iteration 0F: 2 clusters Score -1717861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1704392.250000 Penalty: 3213.143555
	Iteration 0F: 3 clusters Score -1704392 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1709317.125000 Penalty: 3213.143555
	Iteration 1F: 3 clusters Score -1709317 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1709790.125000 Penalty: 3213.143555
	Iteration 2F: 3 clusters Score -1709790 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1710346.000000 Penalty: 3213.143555
	Iteration 3F: 3 clusters Score -1710346 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1711035.875000 Penalty: 3213.143555
	Iteration 4F: 3 clusters Score -1711036 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1711982.125000 Penalty: 3213.143555
	Iteration 5F: 3 clusters Score -1711982 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1713126.125000 Penalty: 3213.143555
	Iteration 6F: 3 clusters Score -1713126 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1714264.000000 Penalty: 3213.143555
	Iteration 7F: 3 clusters Score -1714264 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -1715229.000000 Penalty: 3213.143555
	Iteration 8F: 3 clusters Score -1715229 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -1715998.250000 Penalty: 3213.143555
	Iteration 9F: 3 clusters Score -1715998 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -1716551.000000 Penalty: 3213.143555
	Iteration 10Q: 3 clusters Score -1716551 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1716988.875000 Penalty: 3213.143555
	Iteration 11Q: 3 clusters Score -1716989 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1717311.625000 Penalty: 3213.143555
	Iteration 12Q: 3 clusters Score -1717312 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -1717504.625000 Penalty: 3213.143555
	Iteration 13Q: 3 clusters Score -1717505 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -1717617.625000 Penalty: 3213.143555
	Iteration 14Q: 3 clusters Score -1717618 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -1717683.125000 Penalty: 3213.143555
	Iteration 15Q: 3 clusters Score -1717683 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1717729.375000 Penalty: 3213.143555
	Iteration 16Q: 3 clusters Score -1717729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1717763.625000 Penalty: 3213.143555
	Iteration 17Q: 3 clusters Score -1717764 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1717795.125000 Penalty: 3213.143555
	Iteration 18Q: 3 clusters Score -1717795 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1717814.125000 Penalty: 3213.143555
	Iteration 19Q: 3 clusters Score -1717814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1717826.500000 Penalty: 3213.143555
	Iteration 20F: 3 clusters Score -1717826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1717832.000000 Penalty: 3213.143555
	Iteration 21Q: 3 clusters Score -1717832 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1717832.875000 Penalty: 3213.143555
	Iteration 22Q: 3 clusters Score -1717833 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1717843.000000 Penalty: 3213.143555
	Iteration 23Q: 3 clusters Score -1717843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -1717843.375000 Penalty: 3213.143555
	Iteration 24Q: 3 clusters Score -1717843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1717848.250000 Penalty: 3213.143555
	Iteration 25Q: 3 clusters Score -1717848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1717850.000000 Penalty: 3213.143555
	Iteration 26Q: 3 clusters Score -1717850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1717851.125000 Penalty: 3213.143555
	Iteration 27Q: 3 clusters Score -1717851 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1717850.250000 Penalty: 3213.143555
	Iteration 28Q: 3 clusters Score -1717850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1717853.125000 Penalty: 3213.143555
	Iteration 29Q: 3 clusters Score -1717853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1717853.500000 Penalty: 3213.143555
	Iteration 30Q: 3 clusters Score -1717854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -1717850.375000 Penalty: 3213.143555
	Iteration 31Q: 3 clusters Score -1717850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1717852.750000 Penalty: 3213.143555
	Iteration 32Q: 3 clusters Score -1717853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -1717854.875000 Penalty: 3213.143555
	Iteration 33Q: 3 clusters Score -1717855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1717853.000000 Penalty: 3213.143555
	Iteration 34Q: 3 clusters Score -1717853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1717853.375000 Penalty: 3213.143555
	Iteration 35Q: 3 clusters Score -1717853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1717853.375000 Penalty: 3213.143555
	Iteration 36F: 3 clusters Score -1717853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -97360.859375 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -97360.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -95796.257812 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -95796.26 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -96365.632812 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -96365.63 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -96552.476562 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -96552.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -96669.242188 Penalty: 2353.676758
	Iteration 3F: 3 clusters Score -96669.24 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -96740.882812 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -96740.88 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96779.250000 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -96779.25 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -96800.187500 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -96800.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96814.492188 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -96814.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -96839.242188 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -96839.24 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -96856.445312 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -96856.45 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96872.296875 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -96872.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -96883.210938 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -96883.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -96896.062500 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -96896.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -96905.085938 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -96905.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96910.554688 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -96910.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -96913.226562 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -96913.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -96921.289062 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -96921.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -96932.500000 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -96932.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96940.054688 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -96940.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -96948.078125 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -96948.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -96957.601562 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -96957.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -96965.531250 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -96965.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -96970.953125 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -96970.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -96974.976562 Penalty: 2353.676758
	Iteration 23Q: 3 clusters Score -96974.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -96976.851562 Penalty: 2353.676758
	Iteration 24Q: 3 clusters Score -96976.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -96977.820312 Penalty: 2353.676758
	Iteration 25Q: 3 clusters Score -96977.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96978.546875 Penalty: 2353.676758
	Iteration 26Q: 3 clusters Score -96978.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -96978.546875 Penalty: 2353.676758
	Iteration 27F: 3 clusters Score -96978.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Entering Unmasked Estep 
Score: -224043.328125 Penalty: 1282.887329
	Iteration 0F: 2 clusters Score -224043.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -221535.265625 Penalty: 2565.774658
	Iteration 0F: 3 clusters Score -221535.3 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -222110.781250 Penalty: 2565.774658
	Iteration 1F: 3 clusters Score -222110.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -222257.265625 Penalty: 2565.774658
	Iteration 2F: 3 clusters Score -222257.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -222394.625000 Penalty: 2565.774658
	Iteration 3F: 3 clusters Score -222394.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -222522.625000 Penalty: 2565.774658
	Iteration 4F: 3 clusters Score -222522.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -222603.250000 Penalty: 2565.774658
	Iteration 5Q: 3 clusters Score -222603.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -222677.718750 Penalty: 2565.774658
	Iteration 6Q: 3 clusters Score -222677.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -222729.468750 Penalty: 2565.774658
	Iteration 7Q: 3 clusters Score -222729.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -222777.718750 Penalty: 2565.774658
	Iteration 8Q: 3 clusters Score -222777.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -222821.218750 Penalty: 2565.774658
	Iteration 9Q: 3 clusters Score -222821.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -222865.859375 Penalty: 2565.774658
	Iteration 10Q: 3 clusters Score -222865.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -222911.968750 Penalty: 2565.774658
	Iteration 11Q: 3 clusters Score -222912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -222950.984375 Penalty: 2565.774658
	Iteration 12Q: 3 clusters Score -222951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -222991.109375 Penalty: 2565.774658
	Iteration 13Q: 3 clusters Score -222991.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -223018.484375 Penalty: 2565.774658
	Iteration 14Q: 3 clusters Score -223018.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -223047.093750 Penalty: 2565.774658
	Iteration 15Q: 3 clusters Score -223047.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -223065.296875 Penalty: 2565.774658
	Iteration 16Q: 3 clusters Score -223065.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -223084.062500 Penalty: 2565.774658
	Iteration 17Q: 3 clusters Score -223084.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -223104.171875 Penalty: 2565.774658
	Iteration 18Q: 3 clusters Score -223104.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -223127.921875 Penalty: 2565.774658
	Iteration 19Q: 3 clusters Score -223127.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -223142.484375 Penalty: 2565.774658
	Iteration 20F: 3 clusters Score -223142.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -223164.906250 Penalty: 2565.774658
	Iteration 21Q: 3 clusters Score -223164.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -223184.359375 Penalty: 2565.774658
	Iteration 22Q: 3 clusters Score -223184.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -223194.062500 Penalty: 2565.774658
	Iteration 23Q: 3 clusters Score -223194.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -223198.984375 Penalty: 2565.774658
	Iteration 24Q: 3 clusters Score -223199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -223201.796875 Penalty: 2565.774658
	Iteration 25Q: 3 clusters Score -223201.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -223205.484375 Penalty: 2565.774658
	Iteration 26Q: 3 clusters Score -223205.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -223211.500000 Penalty: 2565.774658
	Iteration 27Q: 3 clusters Score -223211.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -223219.484375 Penalty: 2565.774658
	Iteration 28Q: 3 clusters Score -223219.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -223223.859375 Penalty: 2565.774658
	Iteration 29Q: 3 clusters Score -223223.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -223227.687500 Penalty: 2565.774658
	Iteration 30Q: 3 clusters Score -223227.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -223231.812500 Penalty: 2565.774658
	Iteration 31Q: 3 clusters Score -223231.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -223234.562500 Penalty: 2565.774658
	Iteration 32Q: 3 clusters Score -223234.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -223235.390625 Penalty: 2565.774658
	Iteration 33Q: 3 clusters Score -223235.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223235.734375 Penalty: 2565.774658
	Iteration 34Q: 3 clusters Score -223235.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -223235.734375 Penalty: 2565.774658
	Iteration 35F: 3 clusters Score -223235.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (36183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36183 members 
Entering Unmasked Estep 
Score: -3208979.000000 Penalty: 1705.656006
	Iteration 0F: 2 clusters Score -3208979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -3184665.250000 Penalty: 3411.312012
	Iteration 0F: 3 clusters Score -3184665 nChanged 16705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -3193985.000000 Penalty: 3411.312012
	Iteration 1F: 3 clusters Score -3193985 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -3194572.000000 Penalty: 3411.312012
	Iteration 2Q: 3 clusters Score -3194572 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -3195241.750000 Penalty: 3411.312012
	Iteration 3Q: 3 clusters Score -3195242 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -3196074.000000 Penalty: 3411.312012
	Iteration 4F: 3 clusters Score -3196074 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22344 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -3197183.250000 Penalty: 3411.312012
	Iteration 5F: 3 clusters Score -3197183 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -3198615.750000 Penalty: 3411.312012
	Iteration 6F: 3 clusters Score -3198616 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3200211.000000 Penalty: 3411.312012
	Iteration 7F: 3 clusters Score -3200211 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3201770.750000 Penalty: 3411.312012
	Iteration 8F: 3 clusters Score -3201771 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -3203089.250000 Penalty: 3411.312012
	Iteration 9Q: 3 clusters Score -3203089 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3204042.250000 Penalty: 3411.312012
	Iteration 10Q: 3 clusters Score -3204042 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3204711.500000 Penalty: 3411.312012
	Iteration 11Q: 3 clusters Score -3204712 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -3205224.000000 Penalty: 3411.312012
	Iteration 12Q: 3 clusters Score -3205224 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -3205648.750000 Penalty: 3411.312012
	Iteration 13Q: 3 clusters Score -3205649 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33136 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3206035.500000 Penalty: 3411.312012
	Iteration 14Q: 3 clusters Score -3206036 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3206337.250000 Penalty: 3411.312012
	Iteration 15Q: 3 clusters Score -3206337 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -3206609.000000 Penalty: 3411.312012
	Iteration 16Q: 3 clusters Score -3206609 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3206816.250000 Penalty: 3411.312012
	Iteration 17Q: 3 clusters Score -3206816 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3206964.000000 Penalty: 3411.312012
	Iteration 18Q: 3 clusters Score -3206964 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -3207077.000000 Penalty: 3411.312012
	Iteration 19Q: 3 clusters Score -3207077 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3207176.500000 Penalty: 3411.312012
	Iteration 20F: 3 clusters Score -3207176 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3207243.750000 Penalty: 3411.312012
	Iteration 21Q: 3 clusters Score -3207244 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3207305.500000 Penalty: 3411.312012
	Iteration 22Q: 3 clusters Score -3207306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -3207360.500000 Penalty: 3411.312012
	Iteration 23Q: 3 clusters Score -3207360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3207409.250000 Penalty: 3411.312012
	Iteration 24Q: 3 clusters Score -3207409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -3207438.250000 Penalty: 3411.312012
	Iteration 25Q: 3 clusters Score -3207438 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3207463.250000 Penalty: 3411.312012
	Iteration 26Q: 3 clusters Score -3207463 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -3207475.500000 Penalty: 3411.312012
	Iteration 27Q: 3 clusters Score -3207476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3207483.750000 Penalty: 3411.312012
	Iteration 28Q: 3 clusters Score -3207484 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3207492.000000 Penalty: 3411.312012
	Iteration 29Q: 3 clusters Score -3207492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3207503.500000 Penalty: 3411.312012
	Iteration 30Q: 3 clusters Score -3207504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35616 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3207512.000000 Penalty: 3411.312012
	Iteration 31Q: 3 clusters Score -3207512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3207527.000000 Penalty: 3411.312012
	Iteration 32Q: 3 clusters Score -3207527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3207534.500000 Penalty: 3411.312012
	Iteration 33Q: 3 clusters Score -3207534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3207543.750000 Penalty: 3411.312012
	Iteration 34Q: 3 clusters Score -3207544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -3207553.250000 Penalty: 3411.312012
	Iteration 35Q: 3 clusters Score -3207553 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3207555.000000 Penalty: 3411.312012
	Iteration 36Q: 3 clusters Score -3207555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3207557.500000 Penalty: 3411.312012
	Iteration 37Q: 3 clusters Score -3207558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3207565.250000 Penalty: 3411.312012
	Iteration 38Q: 3 clusters Score -3207565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3207564.500000 Penalty: 3411.312012
	Iteration 39Q: 3 clusters Score -3207564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3207568.500000 Penalty: 3411.312012
	Iteration 40F: 3 clusters Score -3207568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3207566.250000 Penalty: 3411.312012
	Iteration 41Q: 3 clusters Score -3207566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -3207566.250000 Penalty: 3411.312012
	Iteration 42Q: 3 clusters Score -3207566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3207566.750000 Penalty: 3411.312012
	Iteration 43Q: 3 clusters Score -3207567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3207568.500000 Penalty: 3411.312012
	Iteration 44Q: 3 clusters Score -3207568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3207568.500000 Penalty: 3411.312012
	Iteration 45F: 3 clusters Score -3207568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Entering Unmasked Estep 
Score: -62221.957031 Penalty: 1080.038452
	Iteration 0F: 2 clusters Score -62221.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -60918.507812 Penalty: 2160.076904
	Iteration 0F: 3 clusters Score -60918.51 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -61126.429688 Penalty: 2160.076904
	Iteration 1F: 3 clusters Score -61126.43 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61194.847656 Penalty: 2160.076904
	Iteration 2F: 3 clusters Score -61194.85 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -61235.664062 Penalty: 2160.076904
	Iteration 3Q: 3 clusters Score -61235.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -61281.878906 Penalty: 2160.076904
	Iteration 4Q: 3 clusters Score -61281.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -61333.898438 Penalty: 2160.076904
	Iteration 5Q: 3 clusters Score -61333.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -61380.312500 Penalty: 2160.076904
	Iteration 6Q: 3 clusters Score -61380.31 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -61429.300781 Penalty: 2160.076904
	Iteration 7Q: 3 clusters Score -61429.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -61494.312500 Penalty: 2160.076904
	Iteration 8Q: 3 clusters Score -61494.31 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -61528.824219 Penalty: 2160.076904
	Iteration 9Q: 3 clusters Score -61528.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -61556.292969 Penalty: 2160.076904
	Iteration 10Q: 3 clusters Score -61556.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -61565.597656 Penalty: 2160.076904
	Iteration 11Q: 3 clusters Score -61565.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61567.164062 Penalty: 2160.076904
	Iteration 12Q: 3 clusters Score -61567.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -61567.164062 Penalty: 2160.076904
	Iteration 13F: 3 clusters Score -61567.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Entering Unmasked Estep 
Score: -1394401.750000 Penalty: 1572.954346
	Iteration 0F: 2 clusters Score -1394402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -1383339.125000 Penalty: 3145.908691
	Iteration 0F: 3 clusters Score -1383339 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1387296.375000 Penalty: 3145.908691
	Iteration 1F: 3 clusters Score -1387296 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1387727.250000 Penalty: 3145.908691
	Iteration 2F: 3 clusters Score -1387727 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1388113.250000 Penalty: 3145.908691
	Iteration 3F: 3 clusters Score -1388113 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1388497.875000 Penalty: 3145.908691
	Iteration 4F: 3 clusters Score -1388498 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1388884.750000 Penalty: 3145.908691
	Iteration 5Q: 3 clusters Score -1388885 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1389270.250000 Penalty: 3145.908691
	Iteration 6Q: 3 clusters Score -1389270 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1389696.000000 Penalty: 3145.908691
	Iteration 7Q: 3 clusters Score -1389696 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1390171.250000 Penalty: 3145.908691
	Iteration 8Q: 3 clusters Score -1390171 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1390719.000000 Penalty: 3145.908691
	Iteration 9Q: 3 clusters Score -1390719 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -1391221.125000 Penalty: 3145.908691
	Iteration 10Q: 3 clusters Score -1391221 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1391612.000000 Penalty: 3145.908691
	Iteration 11Q: 3 clusters Score -1391612 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1391927.625000 Penalty: 3145.908691
	Iteration 12Q: 3 clusters Score -1391928 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1392200.250000 Penalty: 3145.908691
	Iteration 13Q: 3 clusters Score -1392200 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1392443.125000 Penalty: 3145.908691
	Iteration 14Q: 3 clusters Score -1392443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1392633.000000 Penalty: 3145.908691
	Iteration 15Q: 3 clusters Score -1392633 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1392753.375000 Penalty: 3145.908691
	Iteration 16Q: 3 clusters Score -1392753 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1392839.625000 Penalty: 3145.908691
	Iteration 17Q: 3 clusters Score -1392840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1392899.125000 Penalty: 3145.908691
	Iteration 18Q: 3 clusters Score -1392899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1392953.000000 Penalty: 3145.908691
	Iteration 19Q: 3 clusters Score -1392953 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1392980.625000 Penalty: 3145.908691
	Iteration 20F: 3 clusters Score -1392981 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1392998.875000 Penalty: 3145.908691
	Iteration 21Q: 3 clusters Score -1392999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1393013.875000 Penalty: 3145.908691
	Iteration 22Q: 3 clusters Score -1393014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1393028.250000 Penalty: 3145.908691
	Iteration 23Q: 3 clusters Score -1393028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1393035.000000 Penalty: 3145.908691
	Iteration 24Q: 3 clusters Score -1393035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1393043.875000 Penalty: 3145.908691
	Iteration 25Q: 3 clusters Score -1393044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1393055.125000 Penalty: 3145.908691
	Iteration 26Q: 3 clusters Score -1393055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1393061.500000 Penalty: 3145.908691
	Iteration 27Q: 3 clusters Score -1393062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1393066.500000 Penalty: 3145.908691
	Iteration 28Q: 3 clusters Score -1393066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1393068.125000 Penalty: 3145.908691
	Iteration 29Q: 3 clusters Score -1393068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1393069.375000 Penalty: 3145.908691
	Iteration 30Q: 3 clusters Score -1393069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1393069.875000 Penalty: 3145.908691
	Iteration 31Q: 3 clusters Score -1393070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1393069.875000 Penalty: 3145.908691
	Iteration 32F: 3 clusters Score -1393070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -197514.093750 Penalty: 1273.538452
	Iteration 0F: 2 clusters Score -197514.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -195078.015625 Penalty: 2547.076904
	Iteration 0F: 3 clusters Score -195078 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195922.203125 Penalty: 2547.076904
	Iteration 1F: 3 clusters Score -195922.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -196277.921875 Penalty: 2547.076904
	Iteration 2F: 3 clusters Score -196277.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -196502.437500 Penalty: 2547.076904
	Iteration 3F: 3 clusters Score -196502.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -196630.328125 Penalty: 2547.076904
	Iteration 4F: 3 clusters Score -196630.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -196726.265625 Penalty: 2547.076904
	Iteration 5Q: 3 clusters Score -196726.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -196807.093750 Penalty: 2547.076904
	Iteration 6Q: 3 clusters Score -196807.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -196860.187500 Penalty: 2547.076904
	Iteration 7Q: 3 clusters Score -196860.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -196918.921875 Penalty: 2547.076904
	Iteration 8Q: 3 clusters Score -196918.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -196970.703125 Penalty: 2547.076904
	Iteration 9Q: 3 clusters Score -196970.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -196997.312500 Penalty: 2547.076904
	Iteration 10Q: 3 clusters Score -196997.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197025.359375 Penalty: 2547.076904
	Iteration 11Q: 3 clusters Score -197025.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -197044.343750 Penalty: 2547.076904
	Iteration 12Q: 3 clusters Score -197044.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197058.046875 Penalty: 2547.076904
	Iteration 13Q: 3 clusters Score -197058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197067.953125 Penalty: 2547.076904
	Iteration 14Q: 3 clusters Score -197068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -197074.796875 Penalty: 2547.076904
	Iteration 15Q: 3 clusters Score -197074.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -197082.140625 Penalty: 2547.076904
	Iteration 16Q: 3 clusters Score -197082.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197097.312500 Penalty: 2547.076904
	Iteration 17Q: 3 clusters Score -197097.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -197111.921875 Penalty: 2547.076904
	Iteration 18Q: 3 clusters Score -197111.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -197120.703125 Penalty: 2547.076904
	Iteration 19Q: 3 clusters Score -197120.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197128.562500 Penalty: 2547.076904
	Iteration 20F: 3 clusters Score -197128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197133.171875 Penalty: 2547.076904
	Iteration 21Q: 3 clusters Score -197133.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197134.546875 Penalty: 2547.076904
	Iteration 22Q: 3 clusters Score -197134.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -197136.093750 Penalty: 2547.076904
	Iteration 23Q: 3 clusters Score -197136.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197137.687500 Penalty: 2547.076904
	Iteration 24Q: 3 clusters Score -197137.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197139.765625 Penalty: 2547.076904
	Iteration 25Q: 3 clusters Score -197139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197140.546875 Penalty: 2547.076904
	Iteration 26Q: 3 clusters Score -197140.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197141.593750 Penalty: 2547.076904
	Iteration 27Q: 3 clusters Score -197141.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -197141.593750 Penalty: 2547.076904
	Iteration 28F: 3 clusters Score -197141.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Entering Unmasked Estep 
Score: -541069.375000 Penalty: 1416.915527
	Iteration 0F: 2 clusters Score -541069.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -536338.687500 Penalty: 2833.831055
	Iteration 0F: 3 clusters Score -536338.7 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -537687.187500 Penalty: 2833.831055
	Iteration 1F: 3 clusters Score -537687.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -537930.375000 Penalty: 2833.831055
	Iteration 2F: 3 clusters Score -537930.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -538145.000000 Penalty: 2833.831055
	Iteration 3F: 3 clusters Score -538145 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -538342.375000 Penalty: 2833.831055
	Iteration 4F: 3 clusters Score -538342.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -538546.875000 Penalty: 2833.831055
	Iteration 5F: 3 clusters Score -538546.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -538742.187500 Penalty: 2833.831055
	Iteration 6Q: 3 clusters Score -538742.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -538909.125000 Penalty: 2833.831055
	Iteration 7Q: 3 clusters Score -538909.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -539075.000000 Penalty: 2833.831055
	Iteration 8Q: 3 clusters Score -539075 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -539240.250000 Penalty: 2833.831055
	Iteration 9Q: 3 clusters Score -539240.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -539364.500000 Penalty: 2833.831055
	Iteration 10Q: 3 clusters Score -539364.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -539462.000000 Penalty: 2833.831055
	Iteration 11Q: 3 clusters Score -539462 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -539540.812500 Penalty: 2833.831055
	Iteration 12Q: 3 clusters Score -539540.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -539624.062500 Penalty: 2833.831055
	Iteration 13Q: 3 clusters Score -539624.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -539688.500000 Penalty: 2833.831055
	Iteration 14Q: 3 clusters Score -539688.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -539715.312500 Penalty: 2833.831055
	Iteration 15Q: 3 clusters Score -539715.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -539734.187500 Penalty: 2833.831055
	Iteration 16Q: 3 clusters Score -539734.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -539743.062500 Penalty: 2833.831055
	Iteration 17Q: 3 clusters Score -539743.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -539747.437500 Penalty: 2833.831055
	Iteration 18Q: 3 clusters Score -539747.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -539751.562500 Penalty: 2833.831055
	Iteration 19Q: 3 clusters Score -539751.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -539752.062500 Penalty: 2833.831055
	Iteration 20F: 3 clusters Score -539752.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -539752.437500 Penalty: 2833.831055
	Iteration 21Q: 3 clusters Score -539752.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -539754.687500 Penalty: 2833.831055
	Iteration 22Q: 3 clusters Score -539754.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -539754.562500 Penalty: 2833.831055
	Iteration 23Q: 3 clusters Score -539754.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -539754.125000 Penalty: 2833.831055
	Iteration 24Q: 3 clusters Score -539754.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -539754.125000 Penalty: 2833.831055
	Iteration 25Q: 3 clusters Score -539754.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -539754.125000 Penalty: 2833.831055
	Iteration 26F: 3 clusters Score -539754.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Entering Unmasked Estep 
Score: -79402.031250 Penalty: 1117.895386
	Iteration 0F: 2 clusters Score -79402.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -77948.546875 Penalty: 2235.790771
	Iteration 0F: 3 clusters Score -77948.55 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78174.617188 Penalty: 2235.790771
	Iteration 1F: 3 clusters Score -78174.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78248.093750 Penalty: 2235.790771
	Iteration 2F: 3 clusters Score -78248.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78307.078125 Penalty: 2235.790771
	Iteration 3Q: 3 clusters Score -78307.08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -78342.453125 Penalty: 2235.790771
	Iteration 4Q: 3 clusters Score -78342.45 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78369.570312 Penalty: 2235.790771
	Iteration 5Q: 3 clusters Score -78369.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78391.929688 Penalty: 2235.790771
	Iteration 6Q: 3 clusters Score -78391.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78401.359375 Penalty: 2235.790771
	Iteration 7Q: 3 clusters Score -78401.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78408.820312 Penalty: 2235.790771
	Iteration 8Q: 3 clusters Score -78408.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -78416.835938 Penalty: 2235.790771
	Iteration 9Q: 3 clusters Score -78416.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78420.726562 Penalty: 2235.790771
	Iteration 10Q: 3 clusters Score -78420.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -78422.750000 Penalty: 2235.790771
	Iteration 11Q: 3 clusters Score -78422.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78425.148438 Penalty: 2235.790771
	Iteration 12Q: 3 clusters Score -78425.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -78427.117188 Penalty: 2235.790771
	Iteration 13Q: 3 clusters Score -78427.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78429.500000 Penalty: 2235.790771
	Iteration 14Q: 3 clusters Score -78429.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78431.562500 Penalty: 2235.790771
	Iteration 15Q: 3 clusters Score -78431.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78434.210938 Penalty: 2235.790771
	Iteration 16Q: 3 clusters Score -78434.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78435.351562 Penalty: 2235.790771
	Iteration 17Q: 3 clusters Score -78435.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -78435.351562 Penalty: 2235.790771
	Iteration 18F: 3 clusters Score -78435.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (12148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Entering Unmasked Estep 
Score: -1077239.625000 Penalty: 1528.299438
	Iteration 0F: 2 clusters Score -1077240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1068713.000000 Penalty: 3056.598877
	Iteration 0F: 3 clusters Score -1068713 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1071610.000000 Penalty: 3056.598877
	Iteration 1F: 3 clusters Score -1071610 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1071886.625000 Penalty: 3056.598877
	Iteration 2F: 3 clusters Score -1071887 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1072089.000000 Penalty: 3056.598877
	Iteration 3Q: 3 clusters Score -1072089 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1072262.250000 Penalty: 3056.598877
	Iteration 4Q: 3 clusters Score -1072262 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1072425.250000 Penalty: 3056.598877
	Iteration 5Q: 3 clusters Score -1072425 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1072591.000000 Penalty: 3056.598877
	Iteration 6Q: 3 clusters Score -1072591 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -1072750.000000 Penalty: 3056.598877
	Iteration 7Q: 3 clusters Score -1072750 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1072909.625000 Penalty: 3056.598877
	Iteration 8Q: 3 clusters Score -1072910 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1073082.625000 Penalty: 3056.598877
	Iteration 9Q: 3 clusters Score -1073083 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1073269.750000 Penalty: 3056.598877
	Iteration 10Q: 3 clusters Score -1073270 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1073460.250000 Penalty: 3056.598877
	Iteration 11Q: 3 clusters Score -1073460 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1073659.000000 Penalty: 3056.598877
	Iteration 12Q: 3 clusters Score -1073659 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1073889.000000 Penalty: 3056.598877
	Iteration 13Q: 3 clusters Score -1073889 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1074113.000000 Penalty: 3056.598877
	Iteration 14Q: 3 clusters Score -1074113 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1074291.750000 Penalty: 3056.598877
	Iteration 15Q: 3 clusters Score -1074292 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1074440.500000 Penalty: 3056.598877
	Iteration 16Q: 3 clusters Score -1074440 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1074547.000000 Penalty: 3056.598877
	Iteration 17Q: 3 clusters Score -1074547 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1074656.375000 Penalty: 3056.598877
	Iteration 18Q: 3 clusters Score -1074656 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1074754.500000 Penalty: 3056.598877
	Iteration 19Q: 3 clusters Score -1074754 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1074841.625000 Penalty: 3056.598877
	Iteration 20F: 3 clusters Score -1074842 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1074912.750000 Penalty: 3056.598877
	Iteration 21Q: 3 clusters Score -1074913 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1074984.750000 Penalty: 3056.598877
	Iteration 22Q: 3 clusters Score -1074985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1075049.875000 Penalty: 3056.598877
	Iteration 23Q: 3 clusters Score -1075050 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1075110.000000 Penalty: 3056.598877
	Iteration 24Q: 3 clusters Score -1075110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1075169.875000 Penalty: 3056.598877
	Iteration 25Q: 3 clusters Score -1075170 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1075235.500000 Penalty: 3056.598877
	Iteration 26Q: 3 clusters Score -1075236 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1075292.500000 Penalty: 3056.598877
	Iteration 27Q: 3 clusters Score -1075292 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1075366.500000 Penalty: 3056.598877
	Iteration 28Q: 3 clusters Score -1075366 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1075450.500000 Penalty: 3056.598877
	Iteration 29Q: 3 clusters Score -1075450 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1075532.875000 Penalty: 3056.598877
	Iteration 30Q: 3 clusters Score -1075533 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1075605.125000 Penalty: 3056.598877
	Iteration 31Q: 3 clusters Score -1075605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1075668.125000 Penalty: 3056.598877
	Iteration 32Q: 3 clusters Score -1075668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1075718.625000 Penalty: 3056.598877
	Iteration 33Q: 3 clusters Score -1075719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1075753.250000 Penalty: 3056.598877
	Iteration 34Q: 3 clusters Score -1075753 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1075782.875000 Penalty: 3056.598877
	Iteration 35Q: 3 clusters Score -1075783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1075804.750000 Penalty: 3056.598877
	Iteration 36Q: 3 clusters Score -1075805 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1075829.875000 Penalty: 3056.598877
	Iteration 37Q: 3 clusters Score -1075830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1075838.500000 Penalty: 3056.598877
	Iteration 38Q: 3 clusters Score -1075838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1075844.750000 Penalty: 3056.598877
	Iteration 39Q: 3 clusters Score -1075845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1075853.625000 Penalty: 3056.598877
	Iteration 40F: 3 clusters Score -1075854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1075862.625000 Penalty: 3056.598877
	Iteration 41Q: 3 clusters Score -1075863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -1075866.000000 Penalty: 3056.598877
	Iteration 42Q: 3 clusters Score -1075866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1075876.875000 Penalty: 3056.598877
	Iteration 43Q: 3 clusters Score -1075877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1075887.750000 Penalty: 3056.598877
	Iteration 44Q: 3 clusters Score -1075888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -1075894.875000 Penalty: 3056.598877
	Iteration 45Q: 3 clusters Score -1075895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1075905.375000 Penalty: 3056.598877
	Iteration 46Q: 3 clusters Score -1075905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1075917.875000 Penalty: 3056.598877
	Iteration 47Q: 3 clusters Score -1075918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -1075929.375000 Penalty: 3056.598877
	Iteration 48Q: 3 clusters Score -1075929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1075934.250000 Penalty: 3056.598877
	Iteration 49Q: 3 clusters Score -1075934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1075937.125000 Penalty: 3056.598877
	Iteration 50Q: 3 clusters Score -1075937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11968 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1075937.125000 Penalty: 3056.598877
	Iteration 51F: 3 clusters Score -1075937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (22333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Entering Unmasked Estep 
Score: -1946395.500000 Penalty: 1627.245850
	Iteration 0F: 2 clusters Score -1946396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -1931182.000000 Penalty: 3254.491699
	Iteration 0F: 3 clusters Score -1931182 nChanged 10099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1936935.625000 Penalty: 3254.491699
	Iteration 1F: 3 clusters Score -1936936 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -1937563.375000 Penalty: 3254.491699
	Iteration 2F: 3 clusters Score -1937563 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1938318.125000 Penalty: 3254.491699
	Iteration 3F: 3 clusters Score -1938318 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1939156.250000 Penalty: 3254.491699
	Iteration 4F: 3 clusters Score -1939156 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -1940116.250000 Penalty: 3254.491699
	Iteration 5F: 3 clusters Score -1940116 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1941109.000000 Penalty: 3254.491699
	Iteration 6F: 3 clusters Score -1941109 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -1942027.625000 Penalty: 3254.491699
	Iteration 7F: 3 clusters Score -1942028 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -1942847.000000 Penalty: 3254.491699
	Iteration 8F: 3 clusters Score -1942847 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -1943508.375000 Penalty: 3254.491699
	Iteration 9Q: 3 clusters Score -1943508 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -1944056.500000 Penalty: 3254.491699
	Iteration 10Q: 3 clusters Score -1944056 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -1944413.875000 Penalty: 3254.491699
	Iteration 11Q: 3 clusters Score -1944414 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -1944685.000000 Penalty: 3254.491699
	Iteration 12Q: 3 clusters Score -1944685 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -1944849.750000 Penalty: 3254.491699
	Iteration 13Q: 3 clusters Score -1944850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -1944980.750000 Penalty: 3254.491699
	Iteration 14Q: 3 clusters Score -1944981 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -1945074.125000 Penalty: 3254.491699
	Iteration 15Q: 3 clusters Score -1945074 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -1945127.250000 Penalty: 3254.491699
	Iteration 16Q: 3 clusters Score -1945127 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -1945161.875000 Penalty: 3254.491699
	Iteration 17Q: 3 clusters Score -1945162 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -1945186.875000 Penalty: 3254.491699
	Iteration 18Q: 3 clusters Score -1945187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -1945205.250000 Penalty: 3254.491699
	Iteration 19Q: 3 clusters Score -1945205 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -1945214.250000 Penalty: 3254.491699
	Iteration 20F: 3 clusters Score -1945214 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -1945221.750000 Penalty: 3254.491699
	Iteration 21Q: 3 clusters Score -1945222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -1945225.375000 Penalty: 3254.491699
	Iteration 22Q: 3 clusters Score -1945225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -1945235.000000 Penalty: 3254.491699
	Iteration 23Q: 3 clusters Score -1945235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -1945235.375000 Penalty: 3254.491699
	Iteration 24Q: 3 clusters Score -1945235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -1945239.750000 Penalty: 3254.491699
	Iteration 25Q: 3 clusters Score -1945240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -1945240.125000 Penalty: 3254.491699
	Iteration 26Q: 3 clusters Score -1945240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21055 members 
Entering Unmasked Estep 
Score: -1945237.875000 Penalty: 3254.491699
	Iteration 27Q: 3 clusters Score -1945238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -1945237.625000 Penalty: 3254.491699
	Iteration 28Q: 3 clusters Score -1945238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1945241.750000 Penalty: 3254.491699
	Iteration 29Q: 3 clusters Score -1945242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -1945243.875000 Penalty: 3254.491699
	Iteration 30Q: 3 clusters Score -1945244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -1945245.000000 Penalty: 3254.491699
	Iteration 31Q: 3 clusters Score -1945245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -1945247.750000 Penalty: 3254.491699
	Iteration 32Q: 3 clusters Score -1945248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -1945246.750000 Penalty: 3254.491699
	Iteration 33Q: 3 clusters Score -1945247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -1945250.000000 Penalty: 3254.491699
	Iteration 34Q: 3 clusters Score -1945250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -1945250.625000 Penalty: 3254.491699
	Iteration 35Q: 3 clusters Score -1945251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -1945252.750000 Penalty: 3254.491699
	Iteration 36Q: 3 clusters Score -1945253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -1945251.750000 Penalty: 3254.491699
	Iteration 37Q: 3 clusters Score -1945252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -1945252.625000 Penalty: 3254.491699
	Iteration 38Q: 3 clusters Score -1945253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1945252.875000 Penalty: 3254.491699
	Iteration 39Q: 3 clusters Score -1945253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -1945252.875000 Penalty: 3254.491699
	Iteration 40F: 3 clusters Score -1945253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (12564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Entering Unmasked Estep 
Score: -1143766.750000 Penalty: 1533.770996
	Iteration 0F: 2 clusters Score -1143767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1134969.125000 Penalty: 3067.541992
	Iteration 0F: 3 clusters Score -1134969 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1137847.625000 Penalty: 3067.541992
	Iteration 1F: 3 clusters Score -1137848 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1138078.000000 Penalty: 3067.541992
	Iteration 2F: 3 clusters Score -1138078 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1138259.125000 Penalty: 3067.541992
	Iteration 3Q: 3 clusters Score -1138259 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1138406.000000 Penalty: 3067.541992
	Iteration 4Q: 3 clusters Score -1138406 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1138536.375000 Penalty: 3067.541992
	Iteration 5Q: 3 clusters Score -1138536 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1138662.500000 Penalty: 3067.541992
	Iteration 6Q: 3 clusters Score -1138662 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1138799.875000 Penalty: 3067.541992
	Iteration 7Q: 3 clusters Score -1138800 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1138961.750000 Penalty: 3067.541992
	Iteration 8Q: 3 clusters Score -1138962 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1139164.500000 Penalty: 3067.541992
	Iteration 9Q: 3 clusters Score -1139164 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1139405.000000 Penalty: 3067.541992
	Iteration 10Q: 3 clusters Score -1139405 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1139725.375000 Penalty: 3067.541992
	Iteration 11Q: 3 clusters Score -1139725 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1140068.250000 Penalty: 3067.541992
	Iteration 12Q: 3 clusters Score -1140068 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1140387.250000 Penalty: 3067.541992
	Iteration 13Q: 3 clusters Score -1140387 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -1140689.625000 Penalty: 3067.541992
	Iteration 14Q: 3 clusters Score -1140690 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1140953.875000 Penalty: 3067.541992
	Iteration 15Q: 3 clusters Score -1140954 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1141145.000000 Penalty: 3067.541992
	Iteration 16Q: 3 clusters Score -1141145 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1141305.875000 Penalty: 3067.541992
	Iteration 17Q: 3 clusters Score -1141306 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1141425.500000 Penalty: 3067.541992
	Iteration 18Q: 3 clusters Score -1141426 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1141518.500000 Penalty: 3067.541992
	Iteration 19Q: 3 clusters Score -1141518 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1141586.625000 Penalty: 3067.541992
	Iteration 20F: 3 clusters Score -1141587 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1141653.000000 Penalty: 3067.541992
	Iteration 21Q: 3 clusters Score -1141653 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1141719.750000 Penalty: 3067.541992
	Iteration 22Q: 3 clusters Score -1141720 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1141786.750000 Penalty: 3067.541992
	Iteration 23Q: 3 clusters Score -1141787 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1141861.125000 Penalty: 3067.541992
	Iteration 24Q: 3 clusters Score -1141861 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1141960.125000 Penalty: 3067.541992
	Iteration 25Q: 3 clusters Score -1141960 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1142055.250000 Penalty: 3067.541992
	Iteration 26Q: 3 clusters Score -1142055 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1142135.625000 Penalty: 3067.541992
	Iteration 27Q: 3 clusters Score -1142136 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1142226.625000 Penalty: 3067.541992
	Iteration 28Q: 3 clusters Score -1142227 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1142321.750000 Penalty: 3067.541992
	Iteration 29Q: 3 clusters Score -1142322 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1142388.750000 Penalty: 3067.541992
	Iteration 30Q: 3 clusters Score -1142389 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1142431.875000 Penalty: 3067.541992
	Iteration 31Q: 3 clusters Score -1142432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1142461.125000 Penalty: 3067.541992
	Iteration 32Q: 3 clusters Score -1142461 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1142482.375000 Penalty: 3067.541992
	Iteration 33Q: 3 clusters Score -1142482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1142495.125000 Penalty: 3067.541992
	Iteration 34Q: 3 clusters Score -1142495 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1142499.625000 Penalty: 3067.541992
	Iteration 35Q: 3 clusters Score -1142500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1142507.375000 Penalty: 3067.541992
	Iteration 36Q: 3 clusters Score -1142507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1142514.000000 Penalty: 3067.541992
	Iteration 37Q: 3 clusters Score -1142514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1142520.875000 Penalty: 3067.541992
	Iteration 38Q: 3 clusters Score -1142521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1142522.250000 Penalty: 3067.541992
	Iteration 39Q: 3 clusters Score -1142522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1142522.750000 Penalty: 3067.541992
	Iteration 40F: 3 clusters Score -1142523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1142524.500000 Penalty: 3067.541992
	Iteration 41Q: 3 clusters Score -1142524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1142529.625000 Penalty: 3067.541992
	Iteration 42Q: 3 clusters Score -1142530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1142534.125000 Penalty: 3067.541992
	Iteration 43Q: 3 clusters Score -1142534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1142533.375000 Penalty: 3067.541992
	Iteration 44Q: 3 clusters Score -1142533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1142533.375000 Penalty: 3067.541992
	Iteration 45F: 3 clusters Score -1142533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Entering Unmasked Estep 
Score: -968991.312500 Penalty: 1516.612549
	Iteration 0F: 2 clusters Score -968991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -961014.687500 Penalty: 3033.225098
	Iteration 0F: 3 clusters Score -961014.7 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -963871.687500 Penalty: 3033.225098
	Iteration 1F: 3 clusters Score -963871.7 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -964525.375000 Penalty: 3033.225098
	Iteration 2F: 3 clusters Score -964525.4 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -965379.750000 Penalty: 3033.225098
	Iteration 3F: 3 clusters Score -965379.8 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -966330.125000 Penalty: 3033.225098
	Iteration 4F: 3 clusters Score -966330.1 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -966970.812500 Penalty: 3033.225098
	Iteration 5F: 3 clusters Score -966970.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -967336.062500 Penalty: 3033.225098
	Iteration 6F: 3 clusters Score -967336.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -967513.312500 Penalty: 3033.225098
	Iteration 7Q: 3 clusters Score -967513.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -967598.500000 Penalty: 3033.225098
	Iteration 8Q: 3 clusters Score -967598.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -967651.375000 Penalty: 3033.225098
	Iteration 9Q: 3 clusters Score -967651.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -967680.375000 Penalty: 3033.225098
	Iteration 10Q: 3 clusters Score -967680.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -967695.687500 Penalty: 3033.225098
	Iteration 11Q: 3 clusters Score -967695.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -967712.312500 Penalty: 3033.225098
	Iteration 12Q: 3 clusters Score -967712.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -967722.687500 Penalty: 3033.225098
	Iteration 13Q: 3 clusters Score -967722.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -967731.625000 Penalty: 3033.225098
	Iteration 14Q: 3 clusters Score -967731.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -967739.937500 Penalty: 3033.225098
	Iteration 15Q: 3 clusters Score -967739.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -967746.437500 Penalty: 3033.225098
	Iteration 16Q: 3 clusters Score -967746.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -967753.437500 Penalty: 3033.225098
	Iteration 17Q: 3 clusters Score -967753.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -967758.812500 Penalty: 3033.225098
	Iteration 18Q: 3 clusters Score -967758.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -967765.500000 Penalty: 3033.225098
	Iteration 19Q: 3 clusters Score -967765.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -967775.187500 Penalty: 3033.225098
	Iteration 20F: 3 clusters Score -967775.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -967785.312500 Penalty: 3033.225098
	Iteration 21Q: 3 clusters Score -967785.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -967795.500000 Penalty: 3033.225098
	Iteration 22Q: 3 clusters Score -967795.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -967804.375000 Penalty: 3033.225098
	Iteration 23Q: 3 clusters Score -967804.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -967818.312500 Penalty: 3033.225098
	Iteration 24Q: 3 clusters Score -967818.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -967833.812500 Penalty: 3033.225098
	Iteration 25Q: 3 clusters Score -967833.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -967854.250000 Penalty: 3033.225098
	Iteration 26Q: 3 clusters Score -967854.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -967880.375000 Penalty: 3033.225098
	Iteration 27Q: 3 clusters Score -967880.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -967900.437500 Penalty: 3033.225098
	Iteration 28Q: 3 clusters Score -967900.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -967924.750000 Penalty: 3033.225098
	Iteration 29Q: 3 clusters Score -967924.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -967944.875000 Penalty: 3033.225098
	Iteration 30Q: 3 clusters Score -967944.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -967952.437500 Penalty: 3033.225098
	Iteration 31Q: 3 clusters Score -967952.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -967966.875000 Penalty: 3033.225098
	Iteration 32Q: 3 clusters Score -967966.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -967975.375000 Penalty: 3033.225098
	Iteration 33Q: 3 clusters Score -967975.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -967990.000000 Penalty: 3033.225098
	Iteration 34Q: 3 clusters Score -967990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -967996.125000 Penalty: 3033.225098
	Iteration 35Q: 3 clusters Score -967996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -968003.937500 Penalty: 3033.225098
	Iteration 36Q: 3 clusters Score -968003.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -968003.750000 Penalty: 3033.225098
	Iteration 37Q: 3 clusters Score -968003.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -968011.312500 Penalty: 3033.225098
	Iteration 38Q: 3 clusters Score -968011.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -968013.937500 Penalty: 3033.225098
	Iteration 39Q: 3 clusters Score -968013.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -968019.625000 Penalty: 3033.225098
	Iteration 40F: 3 clusters Score -968019.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -968022.312500 Penalty: 3033.225098
	Iteration 41Q: 3 clusters Score -968022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -968024.187500 Penalty: 3033.225098
	Iteration 42Q: 3 clusters Score -968024.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -968024.937500 Penalty: 3033.225098
	Iteration 43Q: 3 clusters Score -968024.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -968026.500000 Penalty: 3033.225098
	Iteration 44Q: 3 clusters Score -968026.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -968028.312500 Penalty: 3033.225098
	Iteration 45Q: 3 clusters Score -968028.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -968028.125000 Penalty: 3033.225098
	Iteration 46Q: 3 clusters Score -968028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -968029.687500 Penalty: 3033.225098
	Iteration 47Q: 3 clusters Score -968029.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -968031.812500 Penalty: 3033.225098
	Iteration 48Q: 3 clusters Score -968031.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -968033.250000 Penalty: 3033.225098
	Iteration 49Q: 3 clusters Score -968033.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -968038.562500 Penalty: 3033.225098
	Iteration 50Q: 3 clusters Score -968038.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -968039.812500 Penalty: 3033.225098
	Iteration 51Q: 3 clusters Score -968039.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -968041.625000 Penalty: 3033.225098
	Iteration 52Q: 3 clusters Score -968041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -968046.125000 Penalty: 3033.225098
	Iteration 53Q: 3 clusters Score -968046.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -968046.812500 Penalty: 3033.225098
	Iteration 54Q: 3 clusters Score -968046.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -968048.625000 Penalty: 3033.225098
	Iteration 55Q: 3 clusters Score -968048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -968048.312500 Penalty: 3033.225098
	Iteration 56Q: 3 clusters Score -968048.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -968053.000000 Penalty: 3033.225098
	Iteration 57Q: 3 clusters Score -968053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -968056.000000 Penalty: 3033.225098
	Iteration 58Q: 3 clusters Score -968056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -968058.562500 Penalty: 3033.225098
	Iteration 59Q: 3 clusters Score -968058.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -968058.687500 Penalty: 3033.225098
	Iteration 60F: 3 clusters Score -968058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -968061.750000 Penalty: 3033.225098
	Iteration 61Q: 3 clusters Score -968061.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -968065.312500 Penalty: 3033.225098
	Iteration 62Q: 3 clusters Score -968065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -968067.125000 Penalty: 3033.225098
	Iteration 63Q: 3 clusters Score -968067.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -968070.312500 Penalty: 3033.225098
	Iteration 64Q: 3 clusters Score -968070.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -968071.375000 Penalty: 3033.225098
	Iteration 65Q: 3 clusters Score -968071.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -968071.500000 Penalty: 3033.225098
	Iteration 66Q: 3 clusters Score -968071.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -968071.875000 Penalty: 3033.225098
	Iteration 67Q: 3 clusters Score -968071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -968072.750000 Penalty: 3033.225098
	Iteration 68Q: 3 clusters Score -968072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -968073.437500 Penalty: 3033.225098
	Iteration 69Q: 3 clusters Score -968073.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -968074.312500 Penalty: 3033.225098
	Iteration 70Q: 3 clusters Score -968074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -968075.687500 Penalty: 3033.225098
	Iteration 71Q: 3 clusters Score -968075.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -968072.812500 Penalty: 3033.225098
	Iteration 72Q: 3 clusters Score -968072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -968074.937500 Penalty: 3033.225098
	Iteration 73Q: 3 clusters Score -968074.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -968075.937500 Penalty: 3033.225098
	Iteration 74Q: 3 clusters Score -968075.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -968077.312500 Penalty: 3033.225098
	Iteration 75Q: 3 clusters Score -968077.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -968075.875000 Penalty: 3033.225098
	Iteration 76Q: 3 clusters Score -968075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -968075.875000 Penalty: 3033.225098
	Iteration 77F: 3 clusters Score -968075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Entering Unmasked Estep 
Score: -401359.437500 Penalty: 1373.885376
	Iteration 0F: 2 clusters Score -401359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -397592.218750 Penalty: 2747.770752
	Iteration 0F: 3 clusters Score -397592.2 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -398591.531250 Penalty: 2747.770752
	Iteration 1F: 3 clusters Score -398591.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -398843.312500 Penalty: 2747.770752
	Iteration 2F: 3 clusters Score -398843.3 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -399174.125000 Penalty: 2747.770752
	Iteration 3F: 3 clusters Score -399174.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -399612.125000 Penalty: 2747.770752
	Iteration 4F: 3 clusters Score -399612.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -400097.968750 Penalty: 2747.770752
	Iteration 5F: 3 clusters Score -400098 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -400471.437500 Penalty: 2747.770752
	Iteration 6F: 3 clusters Score -400471.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -400753.718750 Penalty: 2747.770752
	Iteration 7F: 3 clusters Score -400753.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -400975.562500 Penalty: 2747.770752
	Iteration 8F: 3 clusters Score -400975.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -401132.937500 Penalty: 2747.770752
	Iteration 9Q: 3 clusters Score -401132.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -401237.812500 Penalty: 2747.770752
	Iteration 10Q: 3 clusters Score -401237.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -401310.718750 Penalty: 2747.770752
	Iteration 11Q: 3 clusters Score -401310.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -401358.781250 Penalty: 2747.770752
	Iteration 12Q: 3 clusters Score -401358.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -401395.562500 Penalty: 2747.770752
	Iteration 13Q: 3 clusters Score -401395.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -401417.625000 Penalty: 2747.770752
	Iteration 14Q: 3 clusters Score -401417.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -401431.312500 Penalty: 2747.770752
	Iteration 15Q: 3 clusters Score -401431.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -401437.281250 Penalty: 2747.770752
	Iteration 16Q: 3 clusters Score -401437.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -401437.937500 Penalty: 2747.770752
	Iteration 17Q: 3 clusters Score -401437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -401440.406250 Penalty: 2747.770752
	Iteration 18Q: 3 clusters Score -401440.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -401440.906250 Penalty: 2747.770752
	Iteration 19Q: 3 clusters Score -401440.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -401442.343750 Penalty: 2747.770752
	Iteration 20F: 3 clusters Score -401442.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -401442.781250 Penalty: 2747.770752
	Iteration 21Q: 3 clusters Score -401442.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -401442.062500 Penalty: 2747.770752
	Iteration 22Q: 3 clusters Score -401442.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -401443.187500 Penalty: 2747.770752
	Iteration 23Q: 3 clusters Score -401443.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -401443.000000 Penalty: 2747.770752
	Iteration 24Q: 3 clusters Score -401443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -401443.468750 Penalty: 2747.770752
	Iteration 25Q: 3 clusters Score -401443.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -401444.062500 Penalty: 2747.770752
	Iteration 26Q: 3 clusters Score -401444.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -401444.500000 Penalty: 2747.770752
	Iteration 27Q: 3 clusters Score -401444.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -401444.812500 Penalty: 2747.770752
	Iteration 28Q: 3 clusters Score -401444.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -401444.343750 Penalty: 2747.770752
	Iteration 29Q: 3 clusters Score -401444.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -401444.625000 Penalty: 2747.770752
	Iteration 30Q: 3 clusters Score -401444.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -401445.093750 Penalty: 2747.770752
	Iteration 31Q: 3 clusters Score -401445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -401445.093750 Penalty: 2747.770752
	Iteration 32F: 3 clusters Score -401445.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 2061 members 
Mstep: Class 18 contains 2200 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Mstep: Class 40 contains 2636 members 
Entering Unmasked Estep 
Score: -40891572.000000 Penalty: 85108.453125
Splitting cluster 17 changes total score from -40892220.000000 to -40891572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (2200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Entering Unmasked Estep 
Score: -180046.187500 Penalty: 1250.634521
	Iteration 0F: 2 clusters Score -180046.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -177851.250000 Penalty: 2501.269043
	Iteration 0F: 3 clusters Score -177851.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -178403.343750 Penalty: 2501.269043
	Iteration 1F: 3 clusters Score -178403.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178582.828125 Penalty: 2501.269043
	Iteration 2F: 3 clusters Score -178582.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -178713.187500 Penalty: 2501.269043
	Iteration 3F: 3 clusters Score -178713.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -178833.484375 Penalty: 2501.269043
	Iteration 4F: 3 clusters Score -178833.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -178945.218750 Penalty: 2501.269043
	Iteration 5Q: 3 clusters Score -178945.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -179065.375000 Penalty: 2501.269043
	Iteration 6Q: 3 clusters Score -179065.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -179174.203125 Penalty: 2501.269043
	Iteration 7Q: 3 clusters Score -179174.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -179294.437500 Penalty: 2501.269043
	Iteration 8Q: 3 clusters Score -179294.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -179408.609375 Penalty: 2501.269043
	Iteration 9Q: 3 clusters Score -179408.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -179524.671875 Penalty: 2501.269043
	Iteration 10Q: 3 clusters Score -179524.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -179622.921875 Penalty: 2501.269043
	Iteration 11Q: 3 clusters Score -179622.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -179730.750000 Penalty: 2501.269043
	Iteration 12Q: 3 clusters Score -179730.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -179814.968750 Penalty: 2501.269043
	Iteration 13Q: 3 clusters Score -179815 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -179895.203125 Penalty: 2501.269043
	Iteration 14Q: 3 clusters Score -179895.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -179932.343750 Penalty: 2501.269043
	Iteration 15Q: 3 clusters Score -179932.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -179964.921875 Penalty: 2501.269043
	Iteration 16Q: 3 clusters Score -179964.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -180004.000000 Penalty: 2501.269043
	Iteration 17Q: 3 clusters Score -180004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -180043.421875 Penalty: 2501.269043
	Iteration 18Q: 3 clusters Score -180043.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -180077.546875 Penalty: 2501.269043
	Iteration 19Q: 3 clusters Score -180077.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -180098.000000 Penalty: 2501.269043
	Iteration 20F: 3 clusters Score -180098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -180115.218750 Penalty: 2501.269043
	Iteration 21Q: 3 clusters Score -180115.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -180130.015625 Penalty: 2501.269043
	Iteration 22Q: 3 clusters Score -180130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -180135.859375 Penalty: 2501.269043
	Iteration 23Q: 3 clusters Score -180135.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -180143.437500 Penalty: 2501.269043
	Iteration 24Q: 3 clusters Score -180143.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -180148.390625 Penalty: 2501.269043
	Iteration 25Q: 3 clusters Score -180148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -180152.265625 Penalty: 2501.269043
	Iteration 26Q: 3 clusters Score -180152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -180154.703125 Penalty: 2501.269043
	Iteration 27Q: 3 clusters Score -180154.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180156.671875 Penalty: 2501.269043
	Iteration 28Q: 3 clusters Score -180156.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -180159.359375 Penalty: 2501.269043
	Iteration 29Q: 3 clusters Score -180159.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180162.046875 Penalty: 2501.269043
	Iteration 30Q: 3 clusters Score -180162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -180168.109375 Penalty: 2501.269043
	Iteration 31Q: 3 clusters Score -180168.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -180179.187500 Penalty: 2501.269043
	Iteration 32Q: 3 clusters Score -180179.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -180186.156250 Penalty: 2501.269043
	Iteration 33Q: 3 clusters Score -180186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -180192.687500 Penalty: 2501.269043
	Iteration 34Q: 3 clusters Score -180192.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -180195.359375 Penalty: 2501.269043
	Iteration 35Q: 3 clusters Score -180195.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -180199.515625 Penalty: 2501.269043
	Iteration 36Q: 3 clusters Score -180199.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -180201.328125 Penalty: 2501.269043
	Iteration 37Q: 3 clusters Score -180201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -180203.078125 Penalty: 2501.269043
	Iteration 38Q: 3 clusters Score -180203.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -180206.000000 Penalty: 2501.269043
	Iteration 39Q: 3 clusters Score -180206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -180208.109375 Penalty: 2501.269043
	Iteration 40F: 3 clusters Score -180208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -180211.046875 Penalty: 2501.269043
	Iteration 41Q: 3 clusters Score -180211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -180212.171875 Penalty: 2501.269043
	Iteration 42Q: 3 clusters Score -180212.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -180212.531250 Penalty: 2501.269043
	Iteration 43Q: 3 clusters Score -180212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -180212.531250 Penalty: 2501.269043
	Iteration 44F: 3 clusters Score -180212.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 18668 members 
Mstep: Class 3 contains 3429 members 
Mstep: Class 4 contains 19665 members 
Mstep: Class 5 contains 1397 members 
Mstep: Class 6 contains 2683 members 
Mstep: Class 7 contains 36183 members 
Mstep: Class 8 contains 770 members 
Mstep: Class 9 contains 15990 members 
Mstep: Class 10 contains 2533 members 
Mstep: Class 11 contains 6121 members 
Mstep: Class 12 contains 972 members 
Mstep: Class 13 contains 12148 members 
Mstep: Class 14 contains 22333 members 
Mstep: Class 15 contains 12564 members 
Mstep: Class 16 contains 11305 members 
Mstep: Class 17 contains 4697 members 
Mstep: Class 18 contains 974 members 
Mstep: Class 19 contains 37644 members 
Mstep: Class 20 contains 25189 members 
Mstep: Class 21 contains 8467 members 
Mstep: Class 22 contains 8416 members 
Mstep: Class 23 contains 3105 members 
Mstep: Class 24 contains 1030 members 
Mstep: Class 25 contains 13215 members 
Mstep: Class 26 contains 3764 members 
Mstep: Class 27 contains 15968 members 
Mstep: Class 28 contains 3605 members 
Mstep: Class 29 contains 111561 members 
Mstep: Class 30 contains 48476 members 
Mstep: Class 31 contains 2803 members 
Mstep: Class 32 contains 1993 members 
Mstep: Class 33 contains 1468 members 
Mstep: Class 34 contains 827 members 
Mstep: Class 35 contains 1129 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 3821 members 
Mstep: Class 38 contains 1815 members 
Mstep: Class 39 contains 12233 members 
Mstep: Class 40 contains 1226 members 
Entering Unmasked Estep 
Score: -40891548.000000 Penalty: 85108.453125
Splitting cluster 18 changes total score from -40892220.000000 to -40891548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (37644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Entering Unmasked Estep 
Score: -3312141.750000 Penalty: 1712.088379
	Iteration 0F: 2 clusters Score -3312142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -3286968.500000 Penalty: 3424.176758
	Iteration 0F: 3 clusters Score -3286968 nChanged 17457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -3296786.250000 Penalty: 3424.176758
	Iteration 1F: 3 clusters Score -3296786 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -3297416.500000 Penalty: 3424.176758
	Iteration 2Q: 3 clusters Score -3297416 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -3298269.250000 Penalty: 3424.176758
	Iteration 3F: 3 clusters Score -3298269 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3299574.250000 Penalty: 3424.176758
	Iteration 4F: 3 clusters Score -3299574 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -3301682.000000 Penalty: 3424.176758
	Iteration 5F: 3 clusters Score -3301682 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -3304424.500000 Penalty: 3424.176758
	Iteration 6F: 3 clusters Score -3304424 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 33657 members 
Entering Unmasked Estep 
Score: -3307110.750000 Penalty: 3424.176758
	Iteration 7F: 3 clusters Score -3307111 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -3309015.000000 Penalty: 3424.176758
	Iteration 8F: 3 clusters Score -3309015 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36609 members 
Entering Unmasked Estep 
Score: -3309903.750000 Penalty: 3424.176758
	Iteration 9Q: 3 clusters Score -3309904 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 37022 members 
Entering Unmasked Estep 
Score: -3310268.750000 Penalty: 3424.176758
	Iteration 10Q: 3 clusters Score -3310269 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -3310430.000000 Penalty: 3424.176758
	Iteration 11Q: 3 clusters Score -3310430 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 37288 members 
Entering Unmasked Estep 
Score: -3310502.750000 Penalty: 3424.176758
	Iteration 12Q: 3 clusters Score -3310503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -3310551.250000 Penalty: 3424.176758
	Iteration 13Q: 3 clusters Score -3310551 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -3310585.750000 Penalty: 3424.176758
	Iteration 14Q: 3 clusters Score -3310586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -3310606.500000 Penalty: 3424.176758
	Iteration 15Q: 3 clusters Score -3310606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -3310616.000000 Penalty: 3424.176758
	Iteration 16Q: 3 clusters Score -3310616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -3310626.000000 Penalty: 3424.176758
	Iteration 17Q: 3 clusters Score -3310626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 37388 members 
Entering Unmasked Estep 
Score: -3310626.500000 Penalty: 3424.176758
	Iteration 18Q: 3 clusters Score -3310626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 37390 members 
Entering Unmasked Estep 
Score: -3310632.500000 Penalty: 3424.176758
	Iteration 19Q: 3 clusters Score -3310632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -3310637.000000 Penalty: 3424.176758
	Iteration 20F: 3 clusters Score -3310637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -3310642.250000 Penalty: 3424.176758
	Iteration 21Q: 3 clusters Score -3310642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3310644.500000 Penalty: 3424.176758
	Iteration 22Q: 3 clusters Score -3310644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 37393 members 
Entering Unmasked Estep 
Score: -3310644.500000 Penalty: 3424.176758
	Iteration 23F: 3 clusters Score -3310644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (25189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Entering Unmasked Estep 
Score: -2236477.750000 Penalty: 1646.801514
	Iteration 0F: 2 clusters Score -2236478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -2219454.250000 Penalty: 3293.603027
	Iteration 0F: 3 clusters Score -2219454 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2225760.750000 Penalty: 3293.603027
	Iteration 1F: 3 clusters Score -2225761 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2226112.250000 Penalty: 3293.603027
	Iteration 2Q: 3 clusters Score -2226112 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2226458.250000 Penalty: 3293.603027
	Iteration 3Q: 3 clusters Score -2226458 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2226773.500000 Penalty: 3293.603027
	Iteration 4Q: 3 clusters Score -2226774 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -2227062.000000 Penalty: 3293.603027
	Iteration 5Q: 3 clusters Score -2227062 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2227383.500000 Penalty: 3293.603027
	Iteration 6Q: 3 clusters Score -2227384 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2227701.000000 Penalty: 3293.603027
	Iteration 7Q: 3 clusters Score -2227701 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2228092.250000 Penalty: 3293.603027
	Iteration 8Q: 3 clusters Score -2228092 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2228620.750000 Penalty: 3293.603027
	Iteration 9Q: 3 clusters Score -2228621 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -2229356.500000 Penalty: 3293.603027
	Iteration 10Q: 3 clusters Score -2229356 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2230153.250000 Penalty: 3293.603027
	Iteration 11Q: 3 clusters Score -2230153 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2230933.250000 Penalty: 3293.603027
	Iteration 12Q: 3 clusters Score -2230933 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -2231646.750000 Penalty: 3293.603027
	Iteration 13Q: 3 clusters Score -2231647 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2232350.000000 Penalty: 3293.603027
	Iteration 14Q: 3 clusters Score -2232350 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2232983.500000 Penalty: 3293.603027
	Iteration 15Q: 3 clusters Score -2232984 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2233531.750000 Penalty: 3293.603027
	Iteration 16Q: 3 clusters Score -2233532 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -2233980.750000 Penalty: 3293.603027
	Iteration 17Q: 3 clusters Score -2233981 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -2234300.750000 Penalty: 3293.603027
	Iteration 18Q: 3 clusters Score -2234301 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -2234533.750000 Penalty: 3293.603027
	Iteration 19Q: 3 clusters Score -2234534 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -2234704.000000 Penalty: 3293.603027
	Iteration 20F: 3 clusters Score -2234704 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -2234820.500000 Penalty: 3293.603027
	Iteration 21Q: 3 clusters Score -2234820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -2234909.500000 Penalty: 3293.603027
	Iteration 22Q: 3 clusters Score -2234910 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2234960.500000 Penalty: 3293.603027
	Iteration 23Q: 3 clusters Score -2234960 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -2234990.500000 Penalty: 3293.603027
	Iteration 24Q: 3 clusters Score -2234990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -2235003.750000 Penalty: 3293.603027
	Iteration 25Q: 3 clusters Score -2235004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -2235013.750000 Penalty: 3293.603027
	Iteration 26Q: 3 clusters Score -2235014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -2235015.250000 Penalty: 3293.603027
	Iteration 27Q: 3 clusters Score -2235015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -2235023.750000 Penalty: 3293.603027
	Iteration 28Q: 3 clusters Score -2235024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -2235032.000000 Penalty: 3293.603027
	Iteration 29Q: 3 clusters Score -2235032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -2235035.250000 Penalty: 3293.603027
	Iteration 30Q: 3 clusters Score -2235035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -2235038.500000 Penalty: 3293.603027
	Iteration 31Q: 3 clusters Score -2235038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2235038.500000 Penalty: 3293.603027
	Iteration 32Q: 3 clusters Score -2235038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24908 members 
Entering Unmasked Estep 
Score: -2235038.500000 Penalty: 3293.603027
	Iteration 33F: 3 clusters Score -2235038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Entering Unmasked Estep 
Score: -734724.687500 Penalty: 1469.638916
	Iteration 0F: 2 clusters Score -734724.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -728546.062500 Penalty: 2939.277832
	Iteration 0F: 3 clusters Score -728546.1 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -730581.687500 Penalty: 2939.277832
	Iteration 1F: 3 clusters Score -730581.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -730976.125000 Penalty: 2939.277832
	Iteration 2F: 3 clusters Score -730976.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -731318.375000 Penalty: 2939.277832
	Iteration 3F: 3 clusters Score -731318.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -731606.000000 Penalty: 2939.277832
	Iteration 4F: 3 clusters Score -731606 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -731830.812500 Penalty: 2939.277832
	Iteration 5Q: 3 clusters Score -731830.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -732011.625000 Penalty: 2939.277832
	Iteration 6Q: 3 clusters Score -732011.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -732194.562500 Penalty: 2939.277832
	Iteration 7Q: 3 clusters Score -732194.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -732380.625000 Penalty: 2939.277832
	Iteration 8Q: 3 clusters Score -732380.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -732561.500000 Penalty: 2939.277832
	Iteration 9Q: 3 clusters Score -732561.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -732734.250000 Penalty: 2939.277832
	Iteration 10Q: 3 clusters Score -732734.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -732900.437500 Penalty: 2939.277832
	Iteration 11Q: 3 clusters Score -732900.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -733031.875000 Penalty: 2939.277832
	Iteration 12Q: 3 clusters Score -733031.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -733155.000000 Penalty: 2939.277832
	Iteration 13Q: 3 clusters Score -733155 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -733236.000000 Penalty: 2939.277832
	Iteration 14Q: 3 clusters Score -733236 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -733307.375000 Penalty: 2939.277832
	Iteration 15Q: 3 clusters Score -733307.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -733353.312500 Penalty: 2939.277832
	Iteration 16Q: 3 clusters Score -733353.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -733384.812500 Penalty: 2939.277832
	Iteration 17Q: 3 clusters Score -733384.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -733413.562500 Penalty: 2939.277832
	Iteration 18Q: 3 clusters Score -733413.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -733433.312500 Penalty: 2939.277832
	Iteration 19Q: 3 clusters Score -733433.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -733455.937500 Penalty: 2939.277832
	Iteration 20F: 3 clusters Score -733455.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -733481.687500 Penalty: 2939.277832
	Iteration 21Q: 3 clusters Score -733481.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -733513.750000 Penalty: 2939.277832
	Iteration 22Q: 3 clusters Score -733513.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -733548.062500 Penalty: 2939.277832
	Iteration 23Q: 3 clusters Score -733548.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -733577.312500 Penalty: 2939.277832
	Iteration 24Q: 3 clusters Score -733577.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -733598.062500 Penalty: 2939.277832
	Iteration 25Q: 3 clusters Score -733598.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -733613.125000 Penalty: 2939.277832
	Iteration 26Q: 3 clusters Score -733613.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -733621.000000 Penalty: 2939.277832
	Iteration 27Q: 3 clusters Score -733621 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -733630.312500 Penalty: 2939.277832
	Iteration 28Q: 3 clusters Score -733630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -733636.937500 Penalty: 2939.277832
	Iteration 29Q: 3 clusters Score -733636.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -733642.437500 Penalty: 2939.277832
	Iteration 30Q: 3 clusters Score -733642.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -733645.750000 Penalty: 2939.277832
	Iteration 31Q: 3 clusters Score -733645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -733649.625000 Penalty: 2939.277832
	Iteration 32Q: 3 clusters Score -733649.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -733654.187500 Penalty: 2939.277832
	Iteration 33Q: 3 clusters Score -733654.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -733659.312500 Penalty: 2939.277832
	Iteration 34Q: 3 clusters Score -733659.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -733663.500000 Penalty: 2939.277832
	Iteration 35Q: 3 clusters Score -733663.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -733669.625000 Penalty: 2939.277832
	Iteration 36Q: 3 clusters Score -733669.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -733675.625000 Penalty: 2939.277832
	Iteration 37Q: 3 clusters Score -733675.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -733677.812500 Penalty: 2939.277832
	Iteration 38Q: 3 clusters Score -733677.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -733679.812500 Penalty: 2939.277832
	Iteration 39Q: 3 clusters Score -733679.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -733679.812500 Penalty: 2939.277832
	Iteration 40F: 3 clusters Score -733679.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Entering Unmasked Estep 
Score: -658424.375000 Penalty: 1468.656982
	Iteration 0F: 2 clusters Score -658424.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -652265.437500 Penalty: 2937.313965
	Iteration 0F: 3 clusters Score -652265.4 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -654340.812500 Penalty: 2937.313965
	Iteration 1F: 3 clusters Score -654340.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -654772.562500 Penalty: 2937.313965
	Iteration 2F: 3 clusters Score -654772.6 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -655163.250000 Penalty: 2937.313965
	Iteration 3F: 3 clusters Score -655163.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -655483.437500 Penalty: 2937.313965
	Iteration 4F: 3 clusters Score -655483.4 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -655734.875000 Penalty: 2937.313965
	Iteration 5F: 3 clusters Score -655734.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -655934.500000 Penalty: 2937.313965
	Iteration 6Q: 3 clusters Score -655934.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -656087.750000 Penalty: 2937.313965
	Iteration 7Q: 3 clusters Score -656087.8 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -656230.937500 Penalty: 2937.313965
	Iteration 8Q: 3 clusters Score -656230.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -656372.062500 Penalty: 2937.313965
	Iteration 9Q: 3 clusters Score -656372.1 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -656510.000000 Penalty: 2937.313965
	Iteration 10Q: 3 clusters Score -656510 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -656647.937500 Penalty: 2937.313965
	Iteration 11Q: 3 clusters Score -656647.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -656767.250000 Penalty: 2937.313965
	Iteration 12Q: 3 clusters Score -656767.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -656899.875000 Penalty: 2937.313965
	Iteration 13Q: 3 clusters Score -656899.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -657016.187500 Penalty: 2937.313965
	Iteration 14Q: 3 clusters Score -657016.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -657115.250000 Penalty: 2937.313965
	Iteration 15Q: 3 clusters Score -657115.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -657217.125000 Penalty: 2937.313965
	Iteration 16Q: 3 clusters Score -657217.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -657310.000000 Penalty: 2937.313965
	Iteration 17Q: 3 clusters Score -657310 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -657383.437500 Penalty: 2937.313965
	Iteration 18Q: 3 clusters Score -657383.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -657427.312500 Penalty: 2937.313965
	Iteration 19Q: 3 clusters Score -657427.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -657465.500000 Penalty: 2937.313965
	Iteration 20F: 3 clusters Score -657465.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -657485.937500 Penalty: 2937.313965
	Iteration 21Q: 3 clusters Score -657485.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -657505.312500 Penalty: 2937.313965
	Iteration 22Q: 3 clusters Score -657505.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -657516.625000 Penalty: 2937.313965
	Iteration 23Q: 3 clusters Score -657516.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -657532.625000 Penalty: 2937.313965
	Iteration 24Q: 3 clusters Score -657532.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -657541.875000 Penalty: 2937.313965
	Iteration 25Q: 3 clusters Score -657541.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -657549.937500 Penalty: 2937.313965
	Iteration 26Q: 3 clusters Score -657549.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -657557.312500 Penalty: 2937.313965
	Iteration 27Q: 3 clusters Score -657557.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -657564.625000 Penalty: 2937.313965
	Iteration 28Q: 3 clusters Score -657564.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -657573.250000 Penalty: 2937.313965
	Iteration 29Q: 3 clusters Score -657573.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -657584.812500 Penalty: 2937.313965
	Iteration 30Q: 3 clusters Score -657584.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -657597.937500 Penalty: 2937.313965
	Iteration 31Q: 3 clusters Score -657597.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -657609.312500 Penalty: 2937.313965
	Iteration 32Q: 3 clusters Score -657609.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -657616.125000 Penalty: 2937.313965
	Iteration 33Q: 3 clusters Score -657616.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -657622.437500 Penalty: 2937.313965
	Iteration 34Q: 3 clusters Score -657622.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -657626.500000 Penalty: 2937.313965
	Iteration 35Q: 3 clusters Score -657626.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -657626.687500 Penalty: 2937.313965
	Iteration 36Q: 3 clusters Score -657626.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -657631.125000 Penalty: 2937.313965
	Iteration 37Q: 3 clusters Score -657631.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -657630.312500 Penalty: 2937.313965
	Iteration 38Q: 3 clusters Score -657630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -657633.062500 Penalty: 2937.313965
	Iteration 39Q: 3 clusters Score -657633.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -657633.500000 Penalty: 2937.313965
	Iteration 40F: 3 clusters Score -657633.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -657633.062500 Penalty: 2937.313965
	Iteration 41Q: 3 clusters Score -657633.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -657633.062500 Penalty: 2937.313965
	Iteration 42F: 3 clusters Score -657633.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Entering Unmasked Estep 
Score: -273298.156250 Penalty: 1306.624878
	Iteration 0F: 2 clusters Score -273298.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -270520.906250 Penalty: 2613.249756
	Iteration 0F: 3 clusters Score -270520.9 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -271318.687500 Penalty: 2613.249756
	Iteration 1F: 3 clusters Score -271318.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -271505.468750 Penalty: 2613.249756
	Iteration 2F: 3 clusters Score -271505.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -271638.000000 Penalty: 2613.249756
	Iteration 3F: 3 clusters Score -271638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -271756.406250 Penalty: 2613.249756
	Iteration 4F: 3 clusters Score -271756.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -271857.937500 Penalty: 2613.249756
	Iteration 5Q: 3 clusters Score -271857.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -271966.500000 Penalty: 2613.249756
	Iteration 6Q: 3 clusters Score -271966.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -272068.687500 Penalty: 2613.249756
	Iteration 7Q: 3 clusters Score -272068.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -272130.937500 Penalty: 2613.249756
	Iteration 8Q: 3 clusters Score -272130.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -272179.000000 Penalty: 2613.249756
	Iteration 9Q: 3 clusters Score -272179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -272210.312500 Penalty: 2613.249756
	Iteration 10Q: 3 clusters Score -272210.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -272233.187500 Penalty: 2613.249756
	Iteration 11Q: 3 clusters Score -272233.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -272254.593750 Penalty: 2613.249756
	Iteration 12Q: 3 clusters Score -272254.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -272275.781250 Penalty: 2613.249756
	Iteration 13Q: 3 clusters Score -272275.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -272303.406250 Penalty: 2613.249756
	Iteration 14Q: 3 clusters Score -272303.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -272328.218750 Penalty: 2613.249756
	Iteration 15Q: 3 clusters Score -272328.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -272343.687500 Penalty: 2613.249756
	Iteration 16Q: 3 clusters Score -272343.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -272353.625000 Penalty: 2613.249756
	Iteration 17Q: 3 clusters Score -272353.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -272364.062500 Penalty: 2613.249756
	Iteration 18Q: 3 clusters Score -272364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -272369.625000 Penalty: 2613.249756
	Iteration 19Q: 3 clusters Score -272369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -272374.812500 Penalty: 2613.249756
	Iteration 20F: 3 clusters Score -272374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -272378.218750 Penalty: 2613.249756
	Iteration 21Q: 3 clusters Score -272378.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -272380.718750 Penalty: 2613.249756
	Iteration 22Q: 3 clusters Score -272380.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -272382.406250 Penalty: 2613.249756
	Iteration 23Q: 3 clusters Score -272382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -272383.031250 Penalty: 2613.249756
	Iteration 24Q: 3 clusters Score -272383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -272383.250000 Penalty: 2613.249756
	Iteration 25Q: 3 clusters Score -272383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -272383.250000 Penalty: 2613.249756
	Iteration 26F: 3 clusters Score -272383.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -69940.476562 Penalty: 1127.313477
	Iteration 0F: 2 clusters Score -69940.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -68472.796875 Penalty: 2254.626953
	Iteration 0F: 3 clusters Score -68472.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -68791.203125 Penalty: 2254.626953
	Iteration 1F: 3 clusters Score -68791.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -68947.820312 Penalty: 2254.626953
	Iteration 2F: 3 clusters Score -68947.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -69067.140625 Penalty: 2254.626953
	Iteration 3F: 3 clusters Score -69067.14 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -69174.601562 Penalty: 2254.626953
	Iteration 4Q: 3 clusters Score -69174.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -69268.015625 Penalty: 2254.626953
	Iteration 5Q: 3 clusters Score -69268.02 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -69343.101562 Penalty: 2254.626953
	Iteration 6Q: 3 clusters Score -69343.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -69427.140625 Penalty: 2254.626953
	Iteration 7Q: 3 clusters Score -69427.14 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -69487.179688 Penalty: 2254.626953
	Iteration 8Q: 3 clusters Score -69487.18 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -69528.687500 Penalty: 2254.626953
	Iteration 9Q: 3 clusters Score -69528.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -69543.320312 Penalty: 2254.626953
	Iteration 10Q: 3 clusters Score -69543.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -69555.226562 Penalty: 2254.626953
	Iteration 11Q: 3 clusters Score -69555.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -69566.726562 Penalty: 2254.626953
	Iteration 12Q: 3 clusters Score -69566.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -69573.750000 Penalty: 2254.626953
	Iteration 13Q: 3 clusters Score -69573.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -69582.289062 Penalty: 2254.626953
	Iteration 14Q: 3 clusters Score -69582.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -69588.695312 Penalty: 2254.626953
	Iteration 15Q: 3 clusters Score -69588.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -69592.781250 Penalty: 2254.626953
	Iteration 16Q: 3 clusters Score -69592.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69595.140625 Penalty: 2254.626953
	Iteration 17Q: 3 clusters Score -69595.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -69595.796875 Penalty: 2254.626953
	Iteration 18Q: 3 clusters Score -69595.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -69598.226562 Penalty: 2254.626953
	Iteration 19Q: 3 clusters Score -69598.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69599.421875 Penalty: 2254.626953
	Iteration 20F: 3 clusters Score -69599.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -69600.484375 Penalty: 2254.626953
	Iteration 21Q: 3 clusters Score -69600.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69601.460938 Penalty: 2254.626953
	Iteration 22Q: 3 clusters Score -69601.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -69601.460938 Penalty: 2254.626953
	Iteration 23F: 3 clusters Score -69601.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (13215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Entering Unmasked Estep 
Score: -1140613.625000 Penalty: 1541.980103
	Iteration 0F: 2 clusters Score -1140614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1131301.875000 Penalty: 3083.960205
	Iteration 0F: 3 clusters Score -1131302 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1134484.875000 Penalty: 3083.960205
	Iteration 1F: 3 clusters Score -1134485 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1134837.375000 Penalty: 3083.960205
	Iteration 2F: 3 clusters Score -1134837 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1135193.875000 Penalty: 3083.960205
	Iteration 3F: 3 clusters Score -1135194 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1135568.750000 Penalty: 3083.960205
	Iteration 4Q: 3 clusters Score -1135569 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1136053.625000 Penalty: 3083.960205
	Iteration 5F: 3 clusters Score -1136054 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1136675.000000 Penalty: 3083.960205
	Iteration 6F: 3 clusters Score -1136675 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1137306.000000 Penalty: 3083.960205
	Iteration 7F: 3 clusters Score -1137306 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1137907.375000 Penalty: 3083.960205
	Iteration 8F: 3 clusters Score -1137907 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -1138436.750000 Penalty: 3083.960205
	Iteration 9F: 3 clusters Score -1138437 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1138916.875000 Penalty: 3083.960205
	Iteration 10Q: 3 clusters Score -1138917 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1139271.625000 Penalty: 3083.960205
	Iteration 11Q: 3 clusters Score -1139272 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1139467.875000 Penalty: 3083.960205
	Iteration 12Q: 3 clusters Score -1139468 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1139570.750000 Penalty: 3083.960205
	Iteration 13Q: 3 clusters Score -1139571 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1139639.375000 Penalty: 3083.960205
	Iteration 14Q: 3 clusters Score -1139639 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1139687.750000 Penalty: 3083.960205
	Iteration 15Q: 3 clusters Score -1139688 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1139723.875000 Penalty: 3083.960205
	Iteration 16Q: 3 clusters Score -1139724 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1139754.625000 Penalty: 3083.960205
	Iteration 17Q: 3 clusters Score -1139755 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1139776.125000 Penalty: 3083.960205
	Iteration 18Q: 3 clusters Score -1139776 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1139791.125000 Penalty: 3083.960205
	Iteration 19Q: 3 clusters Score -1139791 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1139799.000000 Penalty: 3083.960205
	Iteration 20F: 3 clusters Score -1139799 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1139808.500000 Penalty: 3083.960205
	Iteration 21Q: 3 clusters Score -1139808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1139815.750000 Penalty: 3083.960205
	Iteration 22Q: 3 clusters Score -1139816 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -1139818.500000 Penalty: 3083.960205
	Iteration 23Q: 3 clusters Score -1139818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1139821.250000 Penalty: 3083.960205
	Iteration 24Q: 3 clusters Score -1139821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -1139823.000000 Penalty: 3083.960205
	Iteration 25Q: 3 clusters Score -1139823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1139826.625000 Penalty: 3083.960205
	Iteration 26Q: 3 clusters Score -1139827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1139825.750000 Penalty: 3083.960205
	Iteration 27Q: 3 clusters Score -1139826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1139826.250000 Penalty: 3083.960205
	Iteration 28Q: 3 clusters Score -1139826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1139825.000000 Penalty: 3083.960205
	Iteration 29Q: 3 clusters Score -1139825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1139827.750000 Penalty: 3083.960205
	Iteration 30Q: 3 clusters Score -1139828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1139829.000000 Penalty: 3083.960205
	Iteration 31Q: 3 clusters Score -1139829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1139831.500000 Penalty: 3083.960205
	Iteration 32Q: 3 clusters Score -1139832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1139833.250000 Penalty: 3083.960205
	Iteration 33Q: 3 clusters Score -1139833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1139831.500000 Penalty: 3083.960205
	Iteration 34Q: 3 clusters Score -1139832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1139835.875000 Penalty: 3083.960205
	Iteration 35Q: 3 clusters Score -1139836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1139833.125000 Penalty: 3083.960205
	Iteration 36Q: 3 clusters Score -1139833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1139833.375000 Penalty: 3083.960205
	Iteration 37Q: 3 clusters Score -1139833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1139833.625000 Penalty: 3083.960205
	Iteration 38Q: 3 clusters Score -1139834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1139835.875000 Penalty: 3083.960205
	Iteration 39Q: 3 clusters Score -1139836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1139836.250000 Penalty: 3083.960205
	Iteration 40F: 3 clusters Score -1139836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1139838.000000 Penalty: 3083.960205
	Iteration 41Q: 3 clusters Score -1139838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1139835.625000 Penalty: 3083.960205
	Iteration 42Q: 3 clusters Score -1139836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -1139835.625000 Penalty: 3083.960205
	Iteration 43Q: 3 clusters Score -1139836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1139836.125000 Penalty: 3083.960205
	Iteration 44Q: 3 clusters Score -1139836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1139835.500000 Penalty: 3083.960205
	Iteration 45Q: 3 clusters Score -1139836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1139835.500000 Penalty: 3083.960205
	Iteration 46F: 3 clusters Score -1139836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Entering Unmasked Estep 
Score: -311502.937500 Penalty: 1337.901001
	Iteration 0F: 2 clusters Score -311502.9 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 1836 members 
Entering Unmasked Estep 
Score: -308337.156250 Penalty: 2675.802002
	Iteration 0F: 3 clusters Score -308337.2 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -309167.187500 Penalty: 2675.802002
	Iteration 1F: 3 clusters Score -309167.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -309370.968750 Penalty: 2675.802002
	Iteration 2F: 3 clusters Score -309371 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -309537.968750 Penalty: 2675.802002
	Iteration 3F: 3 clusters Score -309538 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -309682.531250 Penalty: 2675.802002
	Iteration 4F: 3 clusters Score -309682.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -309810.093750 Penalty: 2675.802002
	Iteration 5Q: 3 clusters Score -309810.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -309943.718750 Penalty: 2675.802002
	Iteration 6Q: 3 clusters Score -309943.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -310041.250000 Penalty: 2675.802002
	Iteration 7Q: 3 clusters Score -310041.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -310104.375000 Penalty: 2675.802002
	Iteration 8Q: 3 clusters Score -310104.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -310154.843750 Penalty: 2675.802002
	Iteration 9Q: 3 clusters Score -310154.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -310193.187500 Penalty: 2675.802002
	Iteration 10Q: 3 clusters Score -310193.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -310229.531250 Penalty: 2675.802002
	Iteration 11Q: 3 clusters Score -310229.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -310255.687500 Penalty: 2675.802002
	Iteration 12Q: 3 clusters Score -310255.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -310277.250000 Penalty: 2675.802002
	Iteration 13Q: 3 clusters Score -310277.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -310294.375000 Penalty: 2675.802002
	Iteration 14Q: 3 clusters Score -310294.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -310310.000000 Penalty: 2675.802002
	Iteration 15Q: 3 clusters Score -310310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -310319.968750 Penalty: 2675.802002
	Iteration 16Q: 3 clusters Score -310320 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -310333.187500 Penalty: 2675.802002
	Iteration 17Q: 3 clusters Score -310333.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -310341.031250 Penalty: 2675.802002
	Iteration 18Q: 3 clusters Score -310341 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -310350.968750 Penalty: 2675.802002
	Iteration 19Q: 3 clusters Score -310351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -310364.500000 Penalty: 2675.802002
	Iteration 20F: 3 clusters Score -310364.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -310371.375000 Penalty: 2675.802002
	Iteration 21Q: 3 clusters Score -310371.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -310374.968750 Penalty: 2675.802002
	Iteration 22Q: 3 clusters Score -310375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -310378.125000 Penalty: 2675.802002
	Iteration 23Q: 3 clusters Score -310378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -310379.718750 Penalty: 2675.802002
	Iteration 24Q: 3 clusters Score -310379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -310381.000000 Penalty: 2675.802002
	Iteration 25Q: 3 clusters Score -310381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -310381.687500 Penalty: 2675.802002
	Iteration 26Q: 3 clusters Score -310381.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -310381.687500 Penalty: 2675.802002
	Iteration 27F: 3 clusters Score -310381.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (15968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Entering Unmasked Estep 
Score: -1415914.625000 Penalty: 1572.730591
	Iteration 0F: 2 clusters Score -1415915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1404917.500000 Penalty: 3145.461182
	Iteration 0F: 3 clusters Score -1404918 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1408742.125000 Penalty: 3145.461182
	Iteration 1F: 3 clusters Score -1408742 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1409070.250000 Penalty: 3145.461182
	Iteration 2F: 3 clusters Score -1409070 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1409373.000000 Penalty: 3145.461182
	Iteration 3Q: 3 clusters Score -1409373 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1409759.625000 Penalty: 3145.461182
	Iteration 4F: 3 clusters Score -1409760 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1410255.875000 Penalty: 3145.461182
	Iteration 5F: 3 clusters Score -1410256 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1410900.750000 Penalty: 3145.461182
	Iteration 6F: 3 clusters Score -1410901 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1411649.250000 Penalty: 3145.461182
	Iteration 7F: 3 clusters Score -1411649 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1412331.125000 Penalty: 3145.461182
	Iteration 8F: 3 clusters Score -1412331 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1412902.750000 Penalty: 3145.461182
	Iteration 9F: 3 clusters Score -1412903 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1413325.500000 Penalty: 3145.461182
	Iteration 10Q: 3 clusters Score -1413326 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1413636.500000 Penalty: 3145.461182
	Iteration 11Q: 3 clusters Score -1413636 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1413857.625000 Penalty: 3145.461182
	Iteration 12Q: 3 clusters Score -1413858 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -1414024.625000 Penalty: 3145.461182
	Iteration 13Q: 3 clusters Score -1414025 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1414150.625000 Penalty: 3145.461182
	Iteration 14Q: 3 clusters Score -1414151 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1414244.625000 Penalty: 3145.461182
	Iteration 15Q: 3 clusters Score -1414245 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -1414307.875000 Penalty: 3145.461182
	Iteration 16Q: 3 clusters Score -1414308 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -1414358.500000 Penalty: 3145.461182
	Iteration 17Q: 3 clusters Score -1414358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1414403.250000 Penalty: 3145.461182
	Iteration 18Q: 3 clusters Score -1414403 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1414436.750000 Penalty: 3145.461182
	Iteration 19Q: 3 clusters Score -1414437 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1414474.000000 Penalty: 3145.461182
	Iteration 20F: 3 clusters Score -1414474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -1414502.750000 Penalty: 3145.461182
	Iteration 21Q: 3 clusters Score -1414503 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1414523.375000 Penalty: 3145.461182
	Iteration 22Q: 3 clusters Score -1414523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -1414542.000000 Penalty: 3145.461182
	Iteration 23Q: 3 clusters Score -1414542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1414556.125000 Penalty: 3145.461182
	Iteration 24Q: 3 clusters Score -1414556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1414565.375000 Penalty: 3145.461182
	Iteration 25Q: 3 clusters Score -1414565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1414574.750000 Penalty: 3145.461182
	Iteration 26Q: 3 clusters Score -1414575 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1414582.625000 Penalty: 3145.461182
	Iteration 27Q: 3 clusters Score -1414583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1414588.375000 Penalty: 3145.461182
	Iteration 28Q: 3 clusters Score -1414588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1414590.500000 Penalty: 3145.461182
	Iteration 29Q: 3 clusters Score -1414590 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1414599.625000 Penalty: 3145.461182
	Iteration 30Q: 3 clusters Score -1414600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1414603.375000 Penalty: 3145.461182
	Iteration 31Q: 3 clusters Score -1414603 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1414608.875000 Penalty: 3145.461182
	Iteration 32Q: 3 clusters Score -1414609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1414610.125000 Penalty: 3145.461182
	Iteration 33Q: 3 clusters Score -1414610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1414614.000000 Penalty: 3145.461182
	Iteration 34Q: 3 clusters Score -1414614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1414612.875000 Penalty: 3145.461182
	Iteration 35Q: 3 clusters Score -1414613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1414617.125000 Penalty: 3145.461182
	Iteration 36Q: 3 clusters Score -1414617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1414616.500000 Penalty: 3145.461182
	Iteration 37Q: 3 clusters Score -1414616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1414619.000000 Penalty: 3145.461182
	Iteration 38Q: 3 clusters Score -1414619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1414620.125000 Penalty: 3145.461182
	Iteration 39Q: 3 clusters Score -1414620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1414623.875000 Penalty: 3145.461182
	Iteration 40F: 3 clusters Score -1414624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1414623.500000 Penalty: 3145.461182
	Iteration 41Q: 3 clusters Score -1414624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -1414625.250000 Penalty: 3145.461182
	Iteration 42Q: 3 clusters Score -1414625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1414628.000000 Penalty: 3145.461182
	Iteration 43Q: 3 clusters Score -1414628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -1414624.500000 Penalty: 3145.461182
	Iteration 44Q: 3 clusters Score -1414624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1414626.625000 Penalty: 3145.461182
	Iteration 45Q: 3 clusters Score -1414627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1414626.250000 Penalty: 3145.461182
	Iteration 46Q: 3 clusters Score -1414626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1414624.875000 Penalty: 3145.461182
	Iteration 47Q: 3 clusters Score -1414625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -1414624.875000 Penalty: 3145.461182
	Iteration 48F: 3 clusters Score -1414625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Entering Unmasked Estep 
Score: -308713.625000 Penalty: 1330.887451
	Iteration 0F: 2 clusters Score -308713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -305639.531250 Penalty: 2661.774902
	Iteration 0F: 3 clusters Score -305639.5 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -306462.625000 Penalty: 2661.774902
	Iteration 1F: 3 clusters Score -306462.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -306670.531250 Penalty: 2661.774902
	Iteration 2F: 3 clusters Score -306670.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -306838.125000 Penalty: 2661.774902
	Iteration 3F: 3 clusters Score -306838.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -307021.312500 Penalty: 2661.774902
	Iteration 4F: 3 clusters Score -307021.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -307251.937500 Penalty: 2661.774902
	Iteration 5F: 3 clusters Score -307251.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -307490.000000 Penalty: 2661.774902
	Iteration 6F: 3 clusters Score -307490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -307674.656250 Penalty: 2661.774902
	Iteration 7F: 3 clusters Score -307674.7 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -307837.937500 Penalty: 2661.774902
	Iteration 8Q: 3 clusters Score -307837.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -307983.093750 Penalty: 2661.774902
	Iteration 9Q: 3 clusters Score -307983.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -308071.000000 Penalty: 2661.774902
	Iteration 10Q: 3 clusters Score -308071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -308133.656250 Penalty: 2661.774902
	Iteration 11Q: 3 clusters Score -308133.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -308184.187500 Penalty: 2661.774902
	Iteration 12Q: 3 clusters Score -308184.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -308219.406250 Penalty: 2661.774902
	Iteration 13Q: 3 clusters Score -308219.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -308232.062500 Penalty: 2661.774902
	Iteration 14Q: 3 clusters Score -308232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -308238.375000 Penalty: 2661.774902
	Iteration 15Q: 3 clusters Score -308238.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -308240.968750 Penalty: 2661.774902
	Iteration 16Q: 3 clusters Score -308241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -308242.937500 Penalty: 2661.774902
	Iteration 17Q: 3 clusters Score -308242.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -308243.656250 Penalty: 2661.774902
	Iteration 18Q: 3 clusters Score -308243.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -308244.437500 Penalty: 2661.774902
	Iteration 19Q: 3 clusters Score -308244.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -308244.437500 Penalty: 2661.774902
	Iteration 20F: 3 clusters Score -308244.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (111561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111561 members 
Entering Unmasked Estep 
Score: -9710238.000000 Penalty: 1888.628174
	Iteration 0F: 2 clusters Score -9710238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55578 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -9635229.000000 Penalty: 3777.256348
	Iteration 0F: 3 clusters Score -9635229 nChanged 53551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53903 members 
Mstep: Class 2 contains 57658 members 
Entering Unmasked Estep 
Score: -9667398.000000 Penalty: 3777.256348
	Iteration 1F: 3 clusters Score -9667398 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53509 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -9669538.000000 Penalty: 3777.256348
	Iteration 2Q: 3 clusters Score -9669538 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52890 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -9672835.000000 Penalty: 3777.256348
	Iteration 3F: 3 clusters Score -9672835 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 59458 members 
Entering Unmasked Estep 
Score: -9677100.000000 Penalty: 3777.256348
	Iteration 4F: 3 clusters Score -9677100 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -9681669.000000 Penalty: 3777.256348
	Iteration 5F: 3 clusters Score -9681669 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -9685299.000000 Penalty: 3777.256348
	Iteration 6F: 3 clusters Score -9685299 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48182 members 
Mstep: Class 2 contains 63379 members 
Entering Unmasked Estep 
Score: -9687913.000000 Penalty: 3777.256348
	Iteration 7F: 3 clusters Score -9687913 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 65513 members 
Entering Unmasked Estep 
Score: -9689563.000000 Penalty: 3777.256348
	Iteration 8Q: 3 clusters Score -9689563 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 68005 members 
Entering Unmasked Estep 
Score: -9690906.000000 Penalty: 3777.256348
	Iteration 9Q: 3 clusters Score -9690906 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 70775 members 
Entering Unmasked Estep 
Score: -9691971.000000 Penalty: 3777.256348
	Iteration 10Q: 3 clusters Score -9691971 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 73833 members 
Entering Unmasked Estep 
Score: -9693159.000000 Penalty: 3777.256348
	Iteration 11Q: 3 clusters Score -9693159 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -9694449.000000 Penalty: 3777.256348
	Iteration 12Q: 3 clusters Score -9694449 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -9695803.000000 Penalty: 3777.256348
	Iteration 13Q: 3 clusters Score -9695803 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -9697270.000000 Penalty: 3777.256348
	Iteration 14Q: 3 clusters Score -9697270 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 87641 members 
Entering Unmasked Estep 
Score: -9698743.000000 Penalty: 3777.256348
	Iteration 15Q: 3 clusters Score -9698743 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 91102 members 
Entering Unmasked Estep 
Score: -9700302.000000 Penalty: 3777.256348
	Iteration 16Q: 3 clusters Score -9700302 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 94353 members 
Entering Unmasked Estep 
Score: -9701803.000000 Penalty: 3777.256348
	Iteration 17Q: 3 clusters Score -9701803 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 97313 members 
Entering Unmasked Estep 
Score: -9703119.000000 Penalty: 3777.256348
	Iteration 18Q: 3 clusters Score -9703119 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 99876 members 
Entering Unmasked Estep 
Score: -9704346.000000 Penalty: 3777.256348
	Iteration 19Q: 3 clusters Score -9704346 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 102054 members 
Entering Unmasked Estep 
Score: -9705283.000000 Penalty: 3777.256348
	Iteration 20F: 3 clusters Score -9705283 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 103845 members 
Entering Unmasked Estep 
Score: -9706161.000000 Penalty: 3777.256348
	Iteration 21Q: 3 clusters Score -9706161 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 105328 members 
Entering Unmasked Estep 
Score: -9706801.000000 Penalty: 3777.256348
	Iteration 22Q: 3 clusters Score -9706801 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 106501 members 
Entering Unmasked Estep 
Score: -9707338.000000 Penalty: 3777.256348
	Iteration 23Q: 3 clusters Score -9707338 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 107412 members 
Entering Unmasked Estep 
Score: -9707651.000000 Penalty: 3777.256348
	Iteration 24Q: 3 clusters Score -9707651 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 108137 members 
Entering Unmasked Estep 
Score: -9707985.000000 Penalty: 3777.256348
	Iteration 25Q: 3 clusters Score -9707985 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -9708164.000000 Penalty: 3777.256348
	Iteration 26Q: 3 clusters Score -9708164 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 109002 members 
Entering Unmasked Estep 
Score: -9708308.000000 Penalty: 3777.256348
	Iteration 27Q: 3 clusters Score -9708308 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 109295 members 
Entering Unmasked Estep 
Score: -9708390.000000 Penalty: 3777.256348
	Iteration 28Q: 3 clusters Score -9708390 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 109490 members 
Entering Unmasked Estep 
Score: -9708454.000000 Penalty: 3777.256348
	Iteration 29Q: 3 clusters Score -9708454 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -9708523.000000 Penalty: 3777.256348
	Iteration 30Q: 3 clusters Score -9708523 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 109764 members 
Entering Unmasked Estep 
Score: -9708544.000000 Penalty: 3777.256348
	Iteration 31Q: 3 clusters Score -9708544 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 109870 members 
Entering Unmasked Estep 
Score: -9708567.000000 Penalty: 3777.256348
	Iteration 32Q: 3 clusters Score -9708567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -9708588.000000 Penalty: 3777.256348
	Iteration 33Q: 3 clusters Score -9708588 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 110005 members 
Entering Unmasked Estep 
Score: -9708571.000000 Penalty: 3777.256348
	Iteration 34Q: 3 clusters Score -9708571 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 110063 members 
Entering Unmasked Estep 
Score: -9708588.000000 Penalty: 3777.256348
	Iteration 35Q: 3 clusters Score -9708588 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 110110 members 
Entering Unmasked Estep 
Score: -9708594.000000 Penalty: 3777.256348
	Iteration 36Q: 3 clusters Score -9708594 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 110155 members 
Entering Unmasked Estep 
Score: -9708598.000000 Penalty: 3777.256348
	Iteration 37Q: 3 clusters Score -9708598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 110196 members 
Entering Unmasked Estep 
Score: -9708619.000000 Penalty: 3777.256348
	Iteration 38Q: 3 clusters Score -9708619 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -9708631.000000 Penalty: 3777.256348
	Iteration 39Q: 3 clusters Score -9708631 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 110254 members 
Entering Unmasked Estep 
Score: -9708651.000000 Penalty: 3777.256348
	Iteration 40F: 3 clusters Score -9708651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 110282 members 
Entering Unmasked Estep 
Score: -9708662.000000 Penalty: 3777.256348
	Iteration 41Q: 3 clusters Score -9708662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -9708670.000000 Penalty: 3777.256348
	Iteration 42Q: 3 clusters Score -9708670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 110317 members 
Entering Unmasked Estep 
Score: -9708683.000000 Penalty: 3777.256348
	Iteration 43Q: 3 clusters Score -9708683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 110330 members 
Entering Unmasked Estep 
Score: -9708674.000000 Penalty: 3777.256348
	Iteration 44Q: 3 clusters Score -9708674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 110339 members 
Entering Unmasked Estep 
Score: -9708692.000000 Penalty: 3777.256348
	Iteration 45Q: 3 clusters Score -9708692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 110351 members 
Entering Unmasked Estep 
Score: -9708685.000000 Penalty: 3777.256348
	Iteration 46Q: 3 clusters Score -9708685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 110358 members 
Entering Unmasked Estep 
Score: -9708698.000000 Penalty: 3777.256348
	Iteration 47Q: 3 clusters Score -9708698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 110370 members 
Entering Unmasked Estep 
Score: -9708700.000000 Penalty: 3777.256348
	Iteration 48Q: 3 clusters Score -9708700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 110383 members 
Entering Unmasked Estep 
Score: -9708707.000000 Penalty: 3777.256348
	Iteration 49Q: 3 clusters Score -9708707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 110388 members 
Entering Unmasked Estep 
Score: -9708710.000000 Penalty: 3777.256348
	Iteration 50Q: 3 clusters Score -9708710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -9708715.000000 Penalty: 3777.256348
	Iteration 51Q: 3 clusters Score -9708715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 110410 members 
Entering Unmasked Estep 
Score: -9708720.000000 Penalty: 3777.256348
	Iteration 52Q: 3 clusters Score -9708720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -9708725.000000 Penalty: 3777.256348
	Iteration 53Q: 3 clusters Score -9708725 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 110436 members 
Entering Unmasked Estep 
Score: -9708737.000000 Penalty: 3777.256348
	Iteration 54Q: 3 clusters Score -9708737 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 110449 members 
Entering Unmasked Estep 
Score: -9708750.000000 Penalty: 3777.256348
	Iteration 55Q: 3 clusters Score -9708750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 110457 members 
Entering Unmasked Estep 
Score: -9708745.000000 Penalty: 3777.256348
	Iteration 56Q: 3 clusters Score -9708745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -9708753.000000 Penalty: 3777.256348
	Iteration 57Q: 3 clusters Score -9708753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 110468 members 
Entering Unmasked Estep 
Score: -9708762.000000 Penalty: 3777.256348
	Iteration 58Q: 3 clusters Score -9708762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 110475 members 
Entering Unmasked Estep 
Score: -9708762.000000 Penalty: 3777.256348
	Iteration 59Q: 3 clusters Score -9708762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 110482 members 
Entering Unmasked Estep 
Score: -9708765.000000 Penalty: 3777.256348
	Iteration 60F: 3 clusters Score -9708765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 110488 members 
Entering Unmasked Estep 
Score: -9708762.000000 Penalty: 3777.256348
	Iteration 61Q: 3 clusters Score -9708762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -9708765.000000 Penalty: 3777.256348
	Iteration 62Q: 3 clusters Score -9708765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 110495 members 
Entering Unmasked Estep 
Score: -9708762.000000 Penalty: 3777.256348
	Iteration 63Q: 3 clusters Score -9708762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -9708763.000000 Penalty: 3777.256348
	Iteration 64Q: 3 clusters Score -9708763 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 110507 members 
Entering Unmasked Estep 
Score: -9708768.000000 Penalty: 3777.256348
	Iteration 65Q: 3 clusters Score -9708768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 110511 members 
Entering Unmasked Estep 
Score: -9708765.000000 Penalty: 3777.256348
	Iteration 66Q: 3 clusters Score -9708765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 110516 members 
Entering Unmasked Estep 
Score: -9708769.000000 Penalty: 3777.256348
	Iteration 67Q: 3 clusters Score -9708769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -9708764.000000 Penalty: 3777.256348
	Iteration 68Q: 3 clusters Score -9708764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -9708776.000000 Penalty: 3777.256348
	Iteration 69Q: 3 clusters Score -9708776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 110518 members 
Entering Unmasked Estep 
Score: -9708776.000000 Penalty: 3777.256348
	Iteration 70F: 3 clusters Score -9708776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (48476 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Entering Unmasked Estep 
Score: -4300881.500000 Penalty: 1753.183960
	Iteration 0F: 2 clusters Score -4300882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -4268634.500000 Penalty: 3506.367920
	Iteration 0F: 3 clusters Score -4268634 nChanged 22646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -4281327.500000 Penalty: 3506.367920
	Iteration 1F: 3 clusters Score -4281328 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -4281897.500000 Penalty: 3506.367920
	Iteration 2Q: 3 clusters Score -4281898 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4282556.000000 Penalty: 3506.367920
	Iteration 3Q: 3 clusters Score -4282556 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -4283399.000000 Penalty: 3506.367920
	Iteration 4Q: 3 clusters Score -4283399 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -4284706.000000 Penalty: 3506.367920
	Iteration 5Q: 3 clusters Score -4284706 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -4286642.500000 Penalty: 3506.367920
	Iteration 6F: 3 clusters Score -4286642 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -4289426.500000 Penalty: 3506.367920
	Iteration 7F: 3 clusters Score -4289426 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 40692 members 
Entering Unmasked Estep 
Score: -4292730.500000 Penalty: 3506.367920
	Iteration 8F: 3 clusters Score -4292730 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -4295669.000000 Penalty: 3506.367920
	Iteration 9F: 3 clusters Score -4295669 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -4297478.000000 Penalty: 3506.367920
	Iteration 10Q: 3 clusters Score -4297478 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46805 members 
Entering Unmasked Estep 
Score: -4298438.500000 Penalty: 3506.367920
	Iteration 11Q: 3 clusters Score -4298438 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 47317 members 
Entering Unmasked Estep 
Score: -4298860.000000 Penalty: 3506.367920
	Iteration 12Q: 3 clusters Score -4298860 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -4299117.000000 Penalty: 3506.367920
	Iteration 13Q: 3 clusters Score -4299117 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 47725 members 
Entering Unmasked Estep 
Score: -4299253.500000 Penalty: 3506.367920
	Iteration 14Q: 3 clusters Score -4299254 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 47812 members 
Entering Unmasked Estep 
Score: -4299352.500000 Penalty: 3506.367920
	Iteration 15Q: 3 clusters Score -4299352 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -4299414.500000 Penalty: 3506.367920
	Iteration 16Q: 3 clusters Score -4299414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 47880 members 
Entering Unmasked Estep 
Score: -4299444.500000 Penalty: 3506.367920
	Iteration 17Q: 3 clusters Score -4299444 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 47896 members 
Entering Unmasked Estep 
Score: -4299463.000000 Penalty: 3506.367920
	Iteration 18Q: 3 clusters Score -4299463 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -4299478.000000 Penalty: 3506.367920
	Iteration 19Q: 3 clusters Score -4299478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 47912 members 
Entering Unmasked Estep 
Score: -4299492.500000 Penalty: 3506.367920
	Iteration 20F: 3 clusters Score -4299492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 47921 members 
Entering Unmasked Estep 
Score: -4299503.000000 Penalty: 3506.367920
	Iteration 21Q: 3 clusters Score -4299503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -4299516.500000 Penalty: 3506.367920
	Iteration 22Q: 3 clusters Score -4299516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -4299518.000000 Penalty: 3506.367920
	Iteration 23Q: 3 clusters Score -4299518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 47923 members 
Entering Unmasked Estep 
Score: -4299521.500000 Penalty: 3506.367920
	Iteration 24Q: 3 clusters Score -4299522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -4299524.500000 Penalty: 3506.367920
	Iteration 25Q: 3 clusters Score -4299524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 47929 members 
Entering Unmasked Estep 
Score: -4299529.500000 Penalty: 3506.367920
	Iteration 26Q: 3 clusters Score -4299530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 47932 members 
Entering Unmasked Estep 
Score: -4299533.000000 Penalty: 3506.367920
	Iteration 27Q: 3 clusters Score -4299533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 47937 members 
Entering Unmasked Estep 
Score: -4299538.000000 Penalty: 3506.367920
	Iteration 28Q: 3 clusters Score -4299538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -4299542.000000 Penalty: 3506.367920
	Iteration 29Q: 3 clusters Score -4299542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 47940 members 
Entering Unmasked Estep 
Score: -4299544.000000 Penalty: 3506.367920
	Iteration 30Q: 3 clusters Score -4299544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -4299548.500000 Penalty: 3506.367920
	Iteration 31Q: 3 clusters Score -4299548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -4299556.000000 Penalty: 3506.367920
	Iteration 32Q: 3 clusters Score -4299556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -4299554.500000 Penalty: 3506.367920
	Iteration 33Q: 3 clusters Score -4299554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -4299555.000000 Penalty: 3506.367920
	Iteration 34Q: 3 clusters Score -4299555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -4299555.000000 Penalty: 3506.367920
	Iteration 35F: 3 clusters Score -4299555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -228488.656250 Penalty: 1289.997437
	Iteration 0F: 2 clusters Score -228488.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -225948.718750 Penalty: 2579.994873
	Iteration 0F: 3 clusters Score -225948.7 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -226806.015625 Penalty: 2579.994873
	Iteration 1F: 3 clusters Score -226806 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -227200.734375 Penalty: 2579.994873
	Iteration 2F: 3 clusters Score -227200.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -227546.031250 Penalty: 2579.994873
	Iteration 3F: 3 clusters Score -227546 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -227791.796875 Penalty: 2579.994873
	Iteration 4F: 3 clusters Score -227791.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -227959.875000 Penalty: 2579.994873
	Iteration 5F: 3 clusters Score -227959.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -228089.546875 Penalty: 2579.994873
	Iteration 6Q: 3 clusters Score -228089.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -228186.984375 Penalty: 2579.994873
	Iteration 7Q: 3 clusters Score -228187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -228244.593750 Penalty: 2579.994873
	Iteration 8Q: 3 clusters Score -228244.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -228279.187500 Penalty: 2579.994873
	Iteration 9Q: 3 clusters Score -228279.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -228297.500000 Penalty: 2579.994873
	Iteration 10Q: 3 clusters Score -228297.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -228308.343750 Penalty: 2579.994873
	Iteration 11Q: 3 clusters Score -228308.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -228318.390625 Penalty: 2579.994873
	Iteration 12Q: 3 clusters Score -228318.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -228322.640625 Penalty: 2579.994873
	Iteration 13Q: 3 clusters Score -228322.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -228327.000000 Penalty: 2579.994873
	Iteration 14Q: 3 clusters Score -228327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -228329.015625 Penalty: 2579.994873
	Iteration 15Q: 3 clusters Score -228329 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -228331.281250 Penalty: 2579.994873
	Iteration 16Q: 3 clusters Score -228331.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -228331.765625 Penalty: 2579.994873
	Iteration 17Q: 3 clusters Score -228331.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -228332.812500 Penalty: 2579.994873
	Iteration 18Q: 3 clusters Score -228332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -228333.796875 Penalty: 2579.994873
	Iteration 19Q: 3 clusters Score -228333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -228334.765625 Penalty: 2579.994873
	Iteration 20F: 3 clusters Score -228334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -228335.718750 Penalty: 2579.994873
	Iteration 21Q: 3 clusters Score -228335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -228338.015625 Penalty: 2579.994873
	Iteration 22Q: 3 clusters Score -228338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -228338.625000 Penalty: 2579.994873
	Iteration 23Q: 3 clusters Score -228338.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -228338.843750 Penalty: 2579.994873
	Iteration 24Q: 3 clusters Score -228338.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -228338.843750 Penalty: 2579.994873
	Iteration 25F: 3 clusters Score -228338.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (1993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Entering Unmasked Estep 
Score: -168804.375000 Penalty: 1234.576904
	Iteration 0F: 2 clusters Score -168804.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -166719.250000 Penalty: 2469.153809
	Iteration 0F: 3 clusters Score -166719.2 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -167196.843750 Penalty: 2469.153809
	Iteration 1F: 3 clusters Score -167196.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -167371.343750 Penalty: 2469.153809
	Iteration 2F: 3 clusters Score -167371.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -167456.546875 Penalty: 2469.153809
	Iteration 3F: 3 clusters Score -167456.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -167520.109375 Penalty: 2469.153809
	Iteration 4Q: 3 clusters Score -167520.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -167584.328125 Penalty: 2469.153809
	Iteration 5Q: 3 clusters Score -167584.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -167642.046875 Penalty: 2469.153809
	Iteration 6Q: 3 clusters Score -167642 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -167687.187500 Penalty: 2469.153809
	Iteration 7Q: 3 clusters Score -167687.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -167732.781250 Penalty: 2469.153809
	Iteration 8Q: 3 clusters Score -167732.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -167783.578125 Penalty: 2469.153809
	Iteration 9Q: 3 clusters Score -167783.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -167836.203125 Penalty: 2469.153809
	Iteration 10Q: 3 clusters Score -167836.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -167900.281250 Penalty: 2469.153809
	Iteration 11Q: 3 clusters Score -167900.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -167985.093750 Penalty: 2469.153809
	Iteration 12Q: 3 clusters Score -167985.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -168074.375000 Penalty: 2469.153809
	Iteration 13Q: 3 clusters Score -168074.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -168185.203125 Penalty: 2469.153809
	Iteration 14Q: 3 clusters Score -168185.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -168271.171875 Penalty: 2469.153809
	Iteration 15Q: 3 clusters Score -168271.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -168357.046875 Penalty: 2469.153809
	Iteration 16Q: 3 clusters Score -168357 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -168440.406250 Penalty: 2469.153809
	Iteration 17Q: 3 clusters Score -168440.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -168513.296875 Penalty: 2469.153809
	Iteration 18Q: 3 clusters Score -168513.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -168570.953125 Penalty: 2469.153809
	Iteration 19Q: 3 clusters Score -168571 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -168608.140625 Penalty: 2469.153809
	Iteration 20F: 3 clusters Score -168608.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -168646.656250 Penalty: 2469.153809
	Iteration 21Q: 3 clusters Score -168646.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -168677.203125 Penalty: 2469.153809
	Iteration 22Q: 3 clusters Score -168677.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -168692.625000 Penalty: 2469.153809
	Iteration 23Q: 3 clusters Score -168692.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -168704.281250 Penalty: 2469.153809
	Iteration 24Q: 3 clusters Score -168704.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -168717.875000 Penalty: 2469.153809
	Iteration 25Q: 3 clusters Score -168717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -168729.312500 Penalty: 2469.153809
	Iteration 26Q: 3 clusters Score -168729.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -168736.125000 Penalty: 2469.153809
	Iteration 27Q: 3 clusters Score -168736.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -168743.062500 Penalty: 2469.153809
	Iteration 28Q: 3 clusters Score -168743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -168747.843750 Penalty: 2469.153809
	Iteration 29Q: 3 clusters Score -168747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -168750.515625 Penalty: 2469.153809
	Iteration 30Q: 3 clusters Score -168750.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168751.125000 Penalty: 2469.153809
	Iteration 31Q: 3 clusters Score -168751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168752.015625 Penalty: 2469.153809
	Iteration 32Q: 3 clusters Score -168752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -168752.015625 Penalty: 2469.153809
	Iteration 33F: 3 clusters Score -168752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -121579.945312 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -121579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -119835.007812 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -119835 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -120149.914062 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -120149.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -120233.476562 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -120233.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -120277.976562 Penalty: 2369.788086
	Iteration 3Q: 3 clusters Score -120278 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -120305.335938 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -120305.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120325.492188 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -120325.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120337.968750 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -120338 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120359.140625 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -120359.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -120373.953125 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -120374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -120390.562500 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -120390.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -120412.453125 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -120412.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -120430.851562 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -120430.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -120442.437500 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -120442.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -120453.210938 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -120453.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -120460.640625 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -120460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -120465.703125 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -120465.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -120475.406250 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -120475.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -120484.023438 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -120484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -120490.320312 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -120490.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -120494.328125 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -120494.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -120500.148438 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -120500.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -120502.679688 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -120502.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -120503.773438 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -120503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -120508.281250 Penalty: 2369.788086
	Iteration 23Q: 3 clusters Score -120508.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -120512.765625 Penalty: 2369.788086
	Iteration 24Q: 3 clusters Score -120512.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -120515.796875 Penalty: 2369.788086
	Iteration 25Q: 3 clusters Score -120515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -120519.343750 Penalty: 2369.788086
	Iteration 26Q: 3 clusters Score -120519.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -120522.718750 Penalty: 2369.788086
	Iteration 27Q: 3 clusters Score -120522.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -120526.156250 Penalty: 2369.788086
	Iteration 28Q: 3 clusters Score -120526.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -120531.929688 Penalty: 2369.788086
	Iteration 29Q: 3 clusters Score -120531.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -120538.742188 Penalty: 2369.788086
	Iteration 30Q: 3 clusters Score -120538.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -120552.000000 Penalty: 2369.788086
	Iteration 31Q: 3 clusters Score -120552 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -120575.429688 Penalty: 2369.788086
	Iteration 32Q: 3 clusters Score -120575.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120606.007812 Penalty: 2369.788086
	Iteration 33Q: 3 clusters Score -120606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -120656.468750 Penalty: 2369.788086
	Iteration 34Q: 3 clusters Score -120656.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -120692.679688 Penalty: 2369.788086
	Iteration 35Q: 3 clusters Score -120692.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -120720.226562 Penalty: 2369.788086
	Iteration 36Q: 3 clusters Score -120720.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -120747.515625 Penalty: 2369.788086
	Iteration 37Q: 3 clusters Score -120747.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -120795.476562 Penalty: 2369.788086
	Iteration 38Q: 3 clusters Score -120795.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -120878.406250 Penalty: 2369.788086
	Iteration 39Q: 3 clusters Score -120878.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -121015.687500 Penalty: 2369.788086
	Iteration 40F: 3 clusters Score -121015.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -121111.898438 Penalty: 2369.788086
	Iteration 41Q: 3 clusters Score -121111.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121159.921875 Penalty: 2369.788086
	Iteration 42Q: 3 clusters Score -121159.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121195.937500 Penalty: 2369.788086
	Iteration 43Q: 3 clusters Score -121195.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121229.992188 Penalty: 2369.788086
	Iteration 44Q: 3 clusters Score -121230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -121262.585938 Penalty: 2369.788086
	Iteration 45Q: 3 clusters Score -121262.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -121309.773438 Penalty: 2369.788086
	Iteration 46Q: 3 clusters Score -121309.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -121327.257812 Penalty: 2369.788086
	Iteration 47Q: 3 clusters Score -121327.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -121332.156250 Penalty: 2369.788086
	Iteration 48Q: 3 clusters Score -121332.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -121334.585938 Penalty: 2369.788086
	Iteration 49Q: 3 clusters Score -121334.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -121334.585938 Penalty: 2369.788086
	Iteration 50F: 3 clusters Score -121334.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -70292.695312 Penalty: 1091.643311
	Iteration 0F: 2 clusters Score -70292.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -68994.117188 Penalty: 2183.286621
	Iteration 0F: 3 clusters Score -68994.12 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -69269.781250 Penalty: 2183.286621
	Iteration 1F: 3 clusters Score -69269.78 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -69366.320312 Penalty: 2183.286621
	Iteration 2F: 3 clusters Score -69366.32 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -69446.679688 Penalty: 2183.286621
	Iteration 3Q: 3 clusters Score -69446.68 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -69512.804688 Penalty: 2183.286621
	Iteration 4Q: 3 clusters Score -69512.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -69555.132812 Penalty: 2183.286621
	Iteration 5Q: 3 clusters Score -69555.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -69587.398438 Penalty: 2183.286621
	Iteration 6Q: 3 clusters Score -69587.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -69608.460938 Penalty: 2183.286621
	Iteration 7Q: 3 clusters Score -69608.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -69627.367188 Penalty: 2183.286621
	Iteration 8Q: 3 clusters Score -69627.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -69648.875000 Penalty: 2183.286621
	Iteration 9Q: 3 clusters Score -69648.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69666.117188 Penalty: 2183.286621
	Iteration 10Q: 3 clusters Score -69666.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69676.390625 Penalty: 2183.286621
	Iteration 11Q: 3 clusters Score -69676.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -69702.070312 Penalty: 2183.286621
	Iteration 12Q: 3 clusters Score -69702.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69708.296875 Penalty: 2183.286621
	Iteration 13Q: 3 clusters Score -69708.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69715.039062 Penalty: 2183.286621
	Iteration 14Q: 3 clusters Score -69715.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -69719.875000 Penalty: 2183.286621
	Iteration 15Q: 3 clusters Score -69719.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69720.304688 Penalty: 2183.286621
	Iteration 16Q: 3 clusters Score -69720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -69720.304688 Penalty: 2183.286621
	Iteration 17F: 3 clusters Score -69720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Entering Unmasked Estep 
Score: -93957.437500 Penalty: 1142.226685
	Iteration 0F: 2 clusters Score -93957.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -92402.390625 Penalty: 2284.453369
	Iteration 0F: 3 clusters Score -92402.39 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -92693.726562 Penalty: 2284.453369
	Iteration 1F: 3 clusters Score -92693.73 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -92777.023438 Penalty: 2284.453369
	Iteration 2F: 3 clusters Score -92777.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -92813.804688 Penalty: 2284.453369
	Iteration 3Q: 3 clusters Score -92813.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -92835.039062 Penalty: 2284.453369
	Iteration 4Q: 3 clusters Score -92835.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -92850.570312 Penalty: 2284.453369
	Iteration 5Q: 3 clusters Score -92850.57 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -92857.093750 Penalty: 2284.453369
	Iteration 6Q: 3 clusters Score -92857.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -92865.132812 Penalty: 2284.453369
	Iteration 7Q: 3 clusters Score -92865.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92873.031250 Penalty: 2284.453369
	Iteration 8Q: 3 clusters Score -92873.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92878.578125 Penalty: 2284.453369
	Iteration 9Q: 3 clusters Score -92878.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -92883.679688 Penalty: 2284.453369
	Iteration 10Q: 3 clusters Score -92883.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -92884.843750 Penalty: 2284.453369
	Iteration 11Q: 3 clusters Score -92884.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -92886.828125 Penalty: 2284.453369
	Iteration 12Q: 3 clusters Score -92886.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92887.093750 Penalty: 2284.453369
	Iteration 13Q: 3 clusters Score -92887.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -92887.093750 Penalty: 2284.453369
	Iteration 14F: 3 clusters Score -92887.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Entering Unmasked Estep 
Score: -239170.687500 Penalty: 1308.291138
	Iteration 0F: 2 clusters Score -239170.7 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 1576 members 
Entering Unmasked Estep 
Score: -236389.671875 Penalty: 2616.582275
	Iteration 0F: 3 clusters Score -236389.7 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -237156.000000 Penalty: 2616.582275
	Iteration 1F: 3 clusters Score -237156 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -237384.609375 Penalty: 2616.582275
	Iteration 2F: 3 clusters Score -237384.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237612.656250 Penalty: 2616.582275
	Iteration 3F: 3 clusters Score -237612.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -237790.609375 Penalty: 2616.582275
	Iteration 4F: 3 clusters Score -237790.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -237893.109375 Penalty: 2616.582275
	Iteration 5Q: 3 clusters Score -237893.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -237981.890625 Penalty: 2616.582275
	Iteration 6Q: 3 clusters Score -237981.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -238037.421875 Penalty: 2616.582275
	Iteration 7Q: 3 clusters Score -238037.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -238098.406250 Penalty: 2616.582275
	Iteration 8Q: 3 clusters Score -238098.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -238150.640625 Penalty: 2616.582275
	Iteration 9Q: 3 clusters Score -238150.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -238227.625000 Penalty: 2616.582275
	Iteration 10Q: 3 clusters Score -238227.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -238317.375000 Penalty: 2616.582275
	Iteration 11Q: 3 clusters Score -238317.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -238402.656250 Penalty: 2616.582275
	Iteration 12Q: 3 clusters Score -238402.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -238478.625000 Penalty: 2616.582275
	Iteration 13Q: 3 clusters Score -238478.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -238532.828125 Penalty: 2616.582275
	Iteration 14Q: 3 clusters Score -238532.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -238563.312500 Penalty: 2616.582275
	Iteration 15Q: 3 clusters Score -238563.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -238584.031250 Penalty: 2616.582275
	Iteration 16Q: 3 clusters Score -238584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -238603.437500 Penalty: 2616.582275
	Iteration 17Q: 3 clusters Score -238603.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -238617.000000 Penalty: 2616.582275
	Iteration 18Q: 3 clusters Score -238617 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -238627.562500 Penalty: 2616.582275
	Iteration 19Q: 3 clusters Score -238627.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -238639.796875 Penalty: 2616.582275
	Iteration 20F: 3 clusters Score -238639.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -238648.140625 Penalty: 2616.582275
	Iteration 21Q: 3 clusters Score -238648.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -238650.859375 Penalty: 2616.582275
	Iteration 22Q: 3 clusters Score -238650.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -238654.484375 Penalty: 2616.582275
	Iteration 23Q: 3 clusters Score -238654.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -238659.968750 Penalty: 2616.582275
	Iteration 24Q: 3 clusters Score -238660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -238663.703125 Penalty: 2616.582275
	Iteration 25Q: 3 clusters Score -238663.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -238666.625000 Penalty: 2616.582275
	Iteration 26Q: 3 clusters Score -238666.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -238670.609375 Penalty: 2616.582275
	Iteration 27Q: 3 clusters Score -238670.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -238673.750000 Penalty: 2616.582275
	Iteration 28Q: 3 clusters Score -238673.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238676.875000 Penalty: 2616.582275
	Iteration 29Q: 3 clusters Score -238676.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238680.765625 Penalty: 2616.582275
	Iteration 30Q: 3 clusters Score -238680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238684.312500 Penalty: 2616.582275
	Iteration 31Q: 3 clusters Score -238684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238686.546875 Penalty: 2616.582275
	Iteration 32Q: 3 clusters Score -238686.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -238690.703125 Penalty: 2616.582275
	Iteration 33Q: 3 clusters Score -238690.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238692.171875 Penalty: 2616.582275
	Iteration 34Q: 3 clusters Score -238692.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238693.859375 Penalty: 2616.582275
	Iteration 35Q: 3 clusters Score -238693.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238696.218750 Penalty: 2616.582275
	Iteration 36Q: 3 clusters Score -238696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -238697.625000 Penalty: 2616.582275
	Iteration 37Q: 3 clusters Score -238697.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238697.812500 Penalty: 2616.582275
	Iteration 38Q: 3 clusters Score -238697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -238697.812500 Penalty: 2616.582275
	Iteration 39F: 3 clusters Score -238697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (3821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Entering Unmasked Estep 
Score: -334755.437500 Penalty: 1340.343384
	Iteration 0F: 2 clusters Score -334755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -331544.562500 Penalty: 2680.686768
	Iteration 0F: 3 clusters Score -331544.6 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -332327.812500 Penalty: 2680.686768
	Iteration 1F: 3 clusters Score -332327.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -332480.562500 Penalty: 2680.686768
	Iteration 2F: 3 clusters Score -332480.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -332596.781250 Penalty: 2680.686768
	Iteration 3Q: 3 clusters Score -332596.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -332688.000000 Penalty: 2680.686768
	Iteration 4Q: 3 clusters Score -332688 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -332781.343750 Penalty: 2680.686768
	Iteration 5Q: 3 clusters Score -332781.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -332866.125000 Penalty: 2680.686768
	Iteration 6Q: 3 clusters Score -332866.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -332970.437500 Penalty: 2680.686768
	Iteration 7Q: 3 clusters Score -332970.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -333077.375000 Penalty: 2680.686768
	Iteration 8Q: 3 clusters Score -333077.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -333186.718750 Penalty: 2680.686768
	Iteration 9Q: 3 clusters Score -333186.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -333270.343750 Penalty: 2680.686768
	Iteration 10Q: 3 clusters Score -333270.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -333336.468750 Penalty: 2680.686768
	Iteration 11Q: 3 clusters Score -333336.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -333383.656250 Penalty: 2680.686768
	Iteration 12Q: 3 clusters Score -333383.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -333420.750000 Penalty: 2680.686768
	Iteration 13Q: 3 clusters Score -333420.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -333450.625000 Penalty: 2680.686768
	Iteration 14Q: 3 clusters Score -333450.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -333475.156250 Penalty: 2680.686768
	Iteration 15Q: 3 clusters Score -333475.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -333502.093750 Penalty: 2680.686768
	Iteration 16Q: 3 clusters Score -333502.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -333527.937500 Penalty: 2680.686768
	Iteration 17Q: 3 clusters Score -333527.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -333550.343750 Penalty: 2680.686768
	Iteration 18Q: 3 clusters Score -333550.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -333575.125000 Penalty: 2680.686768
	Iteration 19Q: 3 clusters Score -333575.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -333598.093750 Penalty: 2680.686768
	Iteration 20F: 3 clusters Score -333598.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -333625.343750 Penalty: 2680.686768
	Iteration 21Q: 3 clusters Score -333625.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -333650.468750 Penalty: 2680.686768
	Iteration 22Q: 3 clusters Score -333650.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -333680.781250 Penalty: 2680.686768
	Iteration 23Q: 3 clusters Score -333680.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -333706.437500 Penalty: 2680.686768
	Iteration 24Q: 3 clusters Score -333706.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -333728.812500 Penalty: 2680.686768
	Iteration 25Q: 3 clusters Score -333728.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -333761.406250 Penalty: 2680.686768
	Iteration 26Q: 3 clusters Score -333761.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -333803.312500 Penalty: 2680.686768
	Iteration 27Q: 3 clusters Score -333803.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -333837.093750 Penalty: 2680.686768
	Iteration 28Q: 3 clusters Score -333837.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -333862.812500 Penalty: 2680.686768
	Iteration 29Q: 3 clusters Score -333862.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -333874.562500 Penalty: 2680.686768
	Iteration 30Q: 3 clusters Score -333874.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -333883.343750 Penalty: 2680.686768
	Iteration 31Q: 3 clusters Score -333883.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -333892.500000 Penalty: 2680.686768
	Iteration 32Q: 3 clusters Score -333892.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -333902.218750 Penalty: 2680.686768
	Iteration 33Q: 3 clusters Score -333902.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -333907.781250 Penalty: 2680.686768
	Iteration 34Q: 3 clusters Score -333907.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -333911.875000 Penalty: 2680.686768
	Iteration 35Q: 3 clusters Score -333911.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -333913.468750 Penalty: 2680.686768
	Iteration 36Q: 3 clusters Score -333913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -333914.250000 Penalty: 2680.686768
	Iteration 37Q: 3 clusters Score -333914.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -333917.312500 Penalty: 2680.686768
	Iteration 38Q: 3 clusters Score -333917.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -333919.562500 Penalty: 2680.686768
	Iteration 39Q: 3 clusters Score -333919.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -333924.218750 Penalty: 2680.686768
	Iteration 40F: 3 clusters Score -333924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -333928.343750 Penalty: 2680.686768
	Iteration 41Q: 3 clusters Score -333928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -333930.406250 Penalty: 2680.686768
	Iteration 42Q: 3 clusters Score -333930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -333932.875000 Penalty: 2680.686768
	Iteration 43Q: 3 clusters Score -333932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -333933.375000 Penalty: 2680.686768
	Iteration 44Q: 3 clusters Score -333933.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -333934.187500 Penalty: 2680.686768
	Iteration 45Q: 3 clusters Score -333934.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -333936.000000 Penalty: 2680.686768
	Iteration 46Q: 3 clusters Score -333936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -333936.843750 Penalty: 2680.686768
	Iteration 47Q: 3 clusters Score -333936.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -333938.250000 Penalty: 2680.686768
	Iteration 48Q: 3 clusters Score -333938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -333939.906250 Penalty: 2680.686768
	Iteration 49Q: 3 clusters Score -333939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -333941.312500 Penalty: 2680.686768
	Iteration 50Q: 3 clusters Score -333941.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -333942.250000 Penalty: 2680.686768
	Iteration 51Q: 3 clusters Score -333942.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -333942.250000 Penalty: 2680.686768
	Iteration 52F: 3 clusters Score -333942.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -141584.171875 Penalty: 1219.374146
	Iteration 0F: 2 clusters Score -141584.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -139613.031250 Penalty: 2438.748291
	Iteration 0F: 3 clusters Score -139613 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140066.000000 Penalty: 2438.748291
	Iteration 1F: 3 clusters Score -140066 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140186.671875 Penalty: 2438.748291
	Iteration 2F: 3 clusters Score -140186.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -140250.609375 Penalty: 2438.748291
	Iteration 3Q: 3 clusters Score -140250.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140304.468750 Penalty: 2438.748291
	Iteration 4Q: 3 clusters Score -140304.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -140349.250000 Penalty: 2438.748291
	Iteration 5Q: 3 clusters Score -140349.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -140382.421875 Penalty: 2438.748291
	Iteration 6Q: 3 clusters Score -140382.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -140405.203125 Penalty: 2438.748291
	Iteration 7Q: 3 clusters Score -140405.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -140428.859375 Penalty: 2438.748291
	Iteration 8Q: 3 clusters Score -140428.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140448.531250 Penalty: 2438.748291
	Iteration 9Q: 3 clusters Score -140448.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -140458.265625 Penalty: 2438.748291
	Iteration 10Q: 3 clusters Score -140458.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -140465.000000 Penalty: 2438.748291
	Iteration 11Q: 3 clusters Score -140465 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -140473.250000 Penalty: 2438.748291
	Iteration 12Q: 3 clusters Score -140473.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -140475.578125 Penalty: 2438.748291
	Iteration 13Q: 3 clusters Score -140475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -140480.156250 Penalty: 2438.748291
	Iteration 14Q: 3 clusters Score -140480.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -140488.453125 Penalty: 2438.748291
	Iteration 15Q: 3 clusters Score -140488.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -140492.578125 Penalty: 2438.748291
	Iteration 16Q: 3 clusters Score -140492.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -140495.734375 Penalty: 2438.748291
	Iteration 17Q: 3 clusters Score -140495.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -140497.437500 Penalty: 2438.748291
	Iteration 18Q: 3 clusters Score -140497.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -140497.750000 Penalty: 2438.748291
	Iteration 19Q: 3 clusters Score -140497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -140499.078125 Penalty: 2438.748291
	Iteration 20F: 3 clusters Score -140499.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -140501.296875 Penalty: 2438.748291
	Iteration 21Q: 3 clusters Score -140501.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -140503.234375 Penalty: 2438.748291
	Iteration 22Q: 3 clusters Score -140503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140503.484375 Penalty: 2438.748291
	Iteration 23Q: 3 clusters Score -140503.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -140503.484375 Penalty: 2438.748291
	Iteration 24F: 3 clusters Score -140503.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (12233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Entering Unmasked Estep 
Score: -1079504.375000 Penalty: 1529.432617
	Iteration 0F: 2 clusters Score -1079504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1070828.500000 Penalty: 3058.865234
	Iteration 0F: 3 clusters Score -1070828 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1073814.125000 Penalty: 3058.865234
	Iteration 1F: 3 clusters Score -1073814 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1074206.750000 Penalty: 3058.865234
	Iteration 2F: 3 clusters Score -1074207 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1074616.625000 Penalty: 3058.865234
	Iteration 3F: 3 clusters Score -1074617 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -1075102.500000 Penalty: 3058.865234
	Iteration 4F: 3 clusters Score -1075102 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1075628.750000 Penalty: 3058.865234
	Iteration 5F: 3 clusters Score -1075629 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -1076189.125000 Penalty: 3058.865234
	Iteration 6F: 3 clusters Score -1076189 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1076695.250000 Penalty: 3058.865234
	Iteration 7F: 3 clusters Score -1076695 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1077159.375000 Penalty: 3058.865234
	Iteration 8Q: 3 clusters Score -1077159 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1077454.875000 Penalty: 3058.865234
	Iteration 9Q: 3 clusters Score -1077455 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1077649.375000 Penalty: 3058.865234
	Iteration 10Q: 3 clusters Score -1077649 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1077776.625000 Penalty: 3058.865234
	Iteration 11Q: 3 clusters Score -1077777 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1077873.625000 Penalty: 3058.865234
	Iteration 12Q: 3 clusters Score -1077874 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1077950.250000 Penalty: 3058.865234
	Iteration 13Q: 3 clusters Score -1077950 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -1078008.250000 Penalty: 3058.865234
	Iteration 14Q: 3 clusters Score -1078008 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1078069.375000 Penalty: 3058.865234
	Iteration 15Q: 3 clusters Score -1078069 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1078145.875000 Penalty: 3058.865234
	Iteration 16Q: 3 clusters Score -1078146 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1078237.250000 Penalty: 3058.865234
	Iteration 17Q: 3 clusters Score -1078237 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1078353.625000 Penalty: 3058.865234
	Iteration 18Q: 3 clusters Score -1078354 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1078444.875000 Penalty: 3058.865234
	Iteration 19Q: 3 clusters Score -1078445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1078509.625000 Penalty: 3058.865234
	Iteration 20F: 3 clusters Score -1078510 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1078554.750000 Penalty: 3058.865234
	Iteration 21Q: 3 clusters Score -1078555 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1078589.375000 Penalty: 3058.865234
	Iteration 22Q: 3 clusters Score -1078589 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1078617.875000 Penalty: 3058.865234
	Iteration 23Q: 3 clusters Score -1078618 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1078642.125000 Penalty: 3058.865234
	Iteration 24Q: 3 clusters Score -1078642 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1078658.500000 Penalty: 3058.865234
	Iteration 25Q: 3 clusters Score -1078658 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1078671.375000 Penalty: 3058.865234
	Iteration 26Q: 3 clusters Score -1078671 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1078677.375000 Penalty: 3058.865234
	Iteration 27Q: 3 clusters Score -1078677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1078681.250000 Penalty: 3058.865234
	Iteration 28Q: 3 clusters Score -1078681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1078686.250000 Penalty: 3058.865234
	Iteration 29Q: 3 clusters Score -1078686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1078690.250000 Penalty: 3058.865234
	Iteration 30Q: 3 clusters Score -1078690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1078691.875000 Penalty: 3058.865234
	Iteration 31Q: 3 clusters Score -1078692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1078692.000000 Penalty: 3058.865234
	Iteration 32Q: 3 clusters Score -1078692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1078693.250000 Penalty: 3058.865234
	Iteration 33Q: 3 clusters Score -1078693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1078696.375000 Penalty: 3058.865234
	Iteration 34Q: 3 clusters Score -1078696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -1078696.875000 Penalty: 3058.865234
	Iteration 35Q: 3 clusters Score -1078697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1078696.750000 Penalty: 3058.865234
	Iteration 36Q: 3 clusters Score -1078697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -1078700.875000 Penalty: 3058.865234
	Iteration 37Q: 3 clusters Score -1078701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1078702.375000 Penalty: 3058.865234
	Iteration 38Q: 3 clusters Score -1078702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1078705.125000 Penalty: 3058.865234
	Iteration 39Q: 3 clusters Score -1078705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1078705.000000 Penalty: 3058.865234
	Iteration 40F: 3 clusters Score -1078705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1078709.625000 Penalty: 3058.865234
	Iteration 41Q: 3 clusters Score -1078710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1078707.625000 Penalty: 3058.865234
	Iteration 42Q: 3 clusters Score -1078708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1078707.500000 Penalty: 3058.865234
	Iteration 43Q: 3 clusters Score -1078708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1078709.000000 Penalty: 3058.865234
	Iteration 44Q: 3 clusters Score -1078709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1078707.750000 Penalty: 3058.865234
	Iteration 45Q: 3 clusters Score -1078708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1078710.375000 Penalty: 3058.865234
	Iteration 46Q: 3 clusters Score -1078710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1078709.625000 Penalty: 3058.865234
	Iteration 47Q: 3 clusters Score -1078710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1078709.625000 Penalty: 3058.865234
	Iteration 48F: 3 clusters Score -1078710 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122809776.000000 Penalty: 89943.195312
21->40 Clusters: Score -122809776.000000, best is -122837864.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23143 members 
Mstep: Class 2 contains 22844 members 
Mstep: Class 3 contains 23182 members 
Mstep: Class 4 contains 23096 members 
Mstep: Class 5 contains 23249 members 
Mstep: Class 6 contains 23159 members 
Mstep: Class 7 contains 23174 members 
Mstep: Class 8 contains 23185 members 
Mstep: Class 9 contains 23097 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 23101 members 
Mstep: Class 12 contains 23214 members 
Mstep: Class 13 contains 23012 members 
Mstep: Class 14 contains 23092 members 
Mstep: Class 15 contains 23263 members 
Mstep: Class 16 contains 23165 members 
Mstep: Class 17 contains 22986 members 
Mstep: Class 18 contains 23234 members 
Mstep: Class 19 contains 23134 members 
Mstep: Class 20 contains 23087 members 
Mstep: Class 21 contains 23226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 767.840454 but Gain 2127.710938
Score: -37546540.000000 Penalty: 42554.226562
Iteration 0F: 21 clusters Score -3.754654e+07 nChanged 458785
Entering Unmasked Mstep 
Mstep: Class 0 contains 636 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 17283 members 
Mstep: Class 3 contains 13684 members 
Mstep: Class 4 contains 26421 members 
Mstep: Class 5 contains 17998 members 
Mstep: Class 6 contains 40594 members 
Mstep: Class 7 contains 23813 members 
Mstep: Class 9 contains 35360 members 
Mstep: Class 10 contains 65327 members 
Mstep: Class 11 contains 15523 members 
Mstep: Class 12 contains 14174 members 
Mstep: Class 13 contains 15838 members 
Mstep: Class 14 contains 20585 members 
Mstep: Class 15 contains 60894 members 
Mstep: Class 16 contains 32705 members 
Mstep: Class 17 contains 15192 members 
Mstep: Class 18 contains 14083 members 
Mstep: Class 19 contains 14211 members 
Mstep: Class 20 contains 11853 members 
Mstep: Class 21 contains 11040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39445424.000000 Penalty: 42554.226562
Iteration 1F: 21 clusters Score -3.944542e+07 nChanged 193550
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 12550 members 
Mstep: Class 3 contains 11164 members 
Mstep: Class 4 contains 18945 members 
Mstep: Class 5 contains 18752 members 
Mstep: Class 6 contains 35769 members 
Mstep: Class 7 contains 24647 members 
Mstep: Class 9 contains 31312 members 
Mstep: Class 10 contains 80904 members 
Mstep: Class 11 contains 12043 members 
Mstep: Class 12 contains 12635 members 
Mstep: Class 13 contains 15145 members 
Mstep: Class 14 contains 10839 members 
Mstep: Class 15 contains 88450 members 
Mstep: Class 16 contains 35084 members 
Mstep: Class 17 contains 11686 members 
Mstep: Class 18 contains 9402 members 
Mstep: Class 19 contains 10545 members 
Mstep: Class 20 contains 10515 members 
Mstep: Class 21 contains 7257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39955460.000000 Penalty: 42554.226562
Iteration 2F: 21 clusters Score -3.995546e+07 nChanged 132522
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 46678 members 
Mstep: Class 2 contains 10983 members 
Mstep: Class 3 contains 8985 members 
Mstep: Class 4 contains 15918 members 
Mstep: Class 5 contains 15218 members 
Mstep: Class 6 contains 26731 members 
Mstep: Class 7 contains 19451 members 
Mstep: Class 9 contains 28544 members 
Mstep: Class 10 contains 87552 members 
Mstep: Class 11 contains 14494 members 
Mstep: Class 12 contains 14780 members 
Mstep: Class 13 contains 14657 members 
Mstep: Class 14 contains 7675 members 
Mstep: Class 15 contains 101835 members 
Mstep: Class 16 contains 31459 members 
Mstep: Class 17 contains 9078 members 
Mstep: Class 18 contains 7897 members 
Mstep: Class 19 contains 7758 members 
Mstep: Class 20 contains 10984 members 
Mstep: Class 21 contains 5110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40213772.000000 Penalty: 42554.226562
Iteration 3F: 21 clusters Score -4.021377e+07 nChanged 94500
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 53088 members 
Mstep: Class 2 contains 10801 members 
Mstep: Class 3 contains 7765 members 
Mstep: Class 4 contains 14928 members 
Mstep: Class 5 contains 12335 members 
Mstep: Class 6 contains 19160 members 
Mstep: Class 7 contains 15949 members 
Mstep: Class 9 contains 27681 members 
Mstep: Class 10 contains 94595 members 
Mstep: Class 11 contains 20113 members 
Mstep: Class 12 contains 19177 members 
Mstep: Class 13 contains 14423 members 
Mstep: Class 14 contains 8804 members 
Mstep: Class 15 contains 108079 members 
Mstep: Class 16 contains 23645 members 
Mstep: Class 17 contains 6674 members 
Mstep: Class 18 contains 8485 members 
Mstep: Class 19 contains 5900 members 
Mstep: Class 20 contains 9946 members 
Mstep: Class 21 contains 4250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40364364.000000 Penalty: 42554.226562
Iteration 4F: 21 clusters Score -4.036436e+07 nChanged 74869
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 55122 members 
Mstep: Class 2 contains 10921 members 
Mstep: Class 3 contains 6768 members 
Mstep: Class 4 contains 15864 members 
Mstep: Class 5 contains 10231 members 
Mstep: Class 6 contains 14895 members 
Mstep: Class 7 contains 14360 members 
Mstep: Class 9 contains 25600 members 
Mstep: Class 10 contains 103265 members 
Mstep: Class 11 contains 24783 members 
Mstep: Class 12 contains 25314 members 
Mstep: Class 13 contains 13781 members 
Mstep: Class 14 contains 11264 members 
Mstep: Class 15 contains 107056 members 
Mstep: Class 16 contains 15598 members 
Mstep: Class 17 contains 4882 members 
Mstep: Class 18 contains 8867 members 
Mstep: Class 19 contains 4682 members 
Mstep: Class 20 contains 8664 members 
Mstep: Class 21 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40485836.000000 Penalty: 42554.226562
Iteration 5F: 21 clusters Score -4.048584e+07 nChanged 62544
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 10780 members 
Mstep: Class 3 contains 5765 members 
Mstep: Class 4 contains 17876 members 
Mstep: Class 5 contains 8924 members 
Mstep: Class 6 contains 13146 members 
Mstep: Class 7 contains 16249 members 
Mstep: Class 9 contains 21850 members 
Mstep: Class 10 contains 114916 members 
Mstep: Class 11 contains 27149 members 
Mstep: Class 12 contains 30762 members 
Mstep: Class 13 contains 12297 members 
Mstep: Class 14 contains 13031 members 
Mstep: Class 15 contains 99949 members 
Mstep: Class 16 contains 9196 members 
Mstep: Class 17 contains 3859 members 
Mstep: Class 18 contains 9144 members 
Mstep: Class 19 contains 3899 members 
Mstep: Class 20 contains 7742 members 
Mstep: Class 21 contains 3715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40588544.000000 Penalty: 42554.226562
Iteration 6F: 21 clusters Score -4.058854e+07 nChanged 48269
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 10121 members 
Mstep: Class 3 contains 4918 members 
Mstep: Class 4 contains 19099 members 
Mstep: Class 5 contains 8368 members 
Mstep: Class 6 contains 13319 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 9 contains 18476 members 
Mstep: Class 10 contains 127195 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 33793 members 
Mstep: Class 13 contains 10382 members 
Mstep: Class 14 contains 14449 members 
Mstep: Class 15 contains 89790 members 
Mstep: Class 16 contains 5464 members 
Mstep: Class 17 contains 3288 members 
Mstep: Class 18 contains 9447 members 
Mstep: Class 19 contains 3363 members 
Mstep: Class 20 contains 7083 members 
Mstep: Class 21 contains 3386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40649184.000000 Penalty: 42554.226562
Iteration 7F: 21 clusters Score -4.064918e+07 nChanged 32289
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 54467 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 4368 members 
Mstep: Class 4 contains 19872 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 13338 members 
Mstep: Class 7 contains 23175 members 
Mstep: Class 9 contains 16365 members 
Mstep: Class 10 contains 138236 members 
Mstep: Class 11 contains 28119 members 
Mstep: Class 12 contains 34938 members 
Mstep: Class 13 contains 8857 members 
Mstep: Class 14 contains 15531 members 
Mstep: Class 15 contains 82113 members 
Mstep: Class 16 contains 3517 members 
Mstep: Class 17 contains 3096 members 
Mstep: Class 18 contains 9684 members 
Mstep: Class 19 contains 3055 members 
Mstep: Class 20 contains 6571 members 
Mstep: Class 21 contains 2997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40692632.000000 Penalty: 42554.226562
Iteration 8F: 21 clusters Score -4.069263e+07 nChanged 21494
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 53924 members 
Mstep: Class 2 contains 8793 members 
Mstep: Class 3 contains 3933 members 
Mstep: Class 4 contains 20203 members 
Mstep: Class 5 contains 7910 members 
Mstep: Class 6 contains 13005 members 
Mstep: Class 7 contains 23026 members 
Mstep: Class 9 contains 14901 members 
Mstep: Class 10 contains 144681 members 
Mstep: Class 11 contains 28031 members 
Mstep: Class 12 contains 34646 members 
Mstep: Class 13 contains 7900 members 
Mstep: Class 14 contains 16237 members 
Mstep: Class 15 contains 81368 members 
Mstep: Class 16 contains 2487 members 
Mstep: Class 17 contains 3259 members 
Mstep: Class 18 contains 9761 members 
Mstep: Class 19 contains 2810 members 
Mstep: Class 20 contains 6135 members 
Mstep: Class 21 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40719980.000000 Penalty: 42554.226562
Iteration 9Q: 21 clusters Score -4.071998e+07 nChanged 16322
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 8371 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 20228 members 
Mstep: Class 5 contains 7785 members 
Mstep: Class 6 contains 12619 members 
Mstep: Class 7 contains 21434 members 
Mstep: Class 9 contains 13795 members 
Mstep: Class 10 contains 147354 members 
Mstep: Class 11 contains 27850 members 
Mstep: Class 12 contains 33892 members 
Mstep: Class 13 contains 7989 members 
Mstep: Class 14 contains 16599 members 
Mstep: Class 15 contains 84709 members 
Mstep: Class 16 contains 1896 members 
Mstep: Class 17 contains 3582 members 
Mstep: Class 18 contains 9713 members 
Mstep: Class 19 contains 2612 members 
Mstep: Class 20 contains 5712 members 
Mstep: Class 21 contains 2694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40731868.000000 Penalty: 42554.226562
Iteration 10Q: 21 clusters Score -4.073187e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 8186 members 
Mstep: Class 3 contains 3238 members 
Mstep: Class 4 contains 20122 members 
Mstep: Class 5 contains 7685 members 
Mstep: Class 6 contains 12312 members 
Mstep: Class 7 contains 19997 members 
Mstep: Class 9 contains 12978 members 
Mstep: Class 10 contains 148698 members 
Mstep: Class 11 contains 27628 members 
Mstep: Class 12 contains 33369 members 
Mstep: Class 13 contains 9212 members 
Mstep: Class 14 contains 16633 members 
Mstep: Class 15 contains 87478 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 9611 members 
Mstep: Class 19 contains 2423 members 
Mstep: Class 20 contains 5334 members 
Mstep: Class 21 contains 2599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40739312.000000 Penalty: 42554.226562
Iteration 11Q: 21 clusters Score -4.073931e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 52538 members 
Mstep: Class 2 contains 8201 members 
Mstep: Class 3 contains 2984 members 
Mstep: Class 4 contains 19948 members 
Mstep: Class 5 contains 7624 members 
Mstep: Class 6 contains 12006 members 
Mstep: Class 7 contains 18721 members 
Mstep: Class 9 contains 12244 members 
Mstep: Class 10 contains 149563 members 
Mstep: Class 11 contains 27361 members 
Mstep: Class 12 contains 33027 members 
Mstep: Class 13 contains 10627 members 
Mstep: Class 14 contains 16595 members 
Mstep: Class 15 contains 89729 members 
Mstep: Class 16 contains 1326 members 
Mstep: Class 17 contains 3983 members 
Mstep: Class 18 contains 9521 members 
Mstep: Class 19 contains 2241 members 
Mstep: Class 20 contains 5047 members 
Mstep: Class 21 contains 2519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40744668.000000 Penalty: 42554.226562
Iteration 12Q: 21 clusters Score -4.074467e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 52229 members 
Mstep: Class 2 contains 8324 members 
Mstep: Class 3 contains 2812 members 
Mstep: Class 4 contains 19750 members 
Mstep: Class 5 contains 7599 members 
Mstep: Class 6 contains 11723 members 
Mstep: Class 7 contains 17789 members 
Mstep: Class 9 contains 11694 members 
Mstep: Class 10 contains 150120 members 
Mstep: Class 11 contains 27123 members 
Mstep: Class 12 contains 32763 members 
Mstep: Class 13 contains 11862 members 
Mstep: Class 14 contains 16617 members 
Mstep: Class 15 contains 91238 members 
Mstep: Class 16 contains 1208 members 
Mstep: Class 17 contains 4083 members 
Mstep: Class 18 contains 9439 members 
Mstep: Class 19 contains 2152 members 
Mstep: Class 20 contains 4851 members 
Mstep: Class 21 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40748348.000000 Penalty: 42554.226562
Iteration 13Q: 21 clusters Score -4.074835e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51993 members 
Mstep: Class 2 contains 8427 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 19546 members 
Mstep: Class 5 contains 7583 members 
Mstep: Class 6 contains 11433 members 
Mstep: Class 7 contains 17104 members 
Mstep: Class 9 contains 11193 members 
Mstep: Class 10 contains 150537 members 
Mstep: Class 11 contains 26883 members 
Mstep: Class 12 contains 32540 members 
Mstep: Class 13 contains 12942 members 
Mstep: Class 14 contains 16722 members 
Mstep: Class 15 contains 92144 members 
Mstep: Class 16 contains 1224 members 
Mstep: Class 17 contains 4166 members 
Mstep: Class 18 contains 9434 members 
Mstep: Class 19 contains 2177 members 
Mstep: Class 20 contains 4677 members 
Mstep: Class 21 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40751460.000000 Penalty: 42554.226562
Iteration 14Q: 21 clusters Score -4.075146e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51809 members 
Mstep: Class 2 contains 8559 members 
Mstep: Class 3 contains 2653 members 
Mstep: Class 4 contains 19337 members 
Mstep: Class 5 contains 7549 members 
Mstep: Class 6 contains 11141 members 
Mstep: Class 7 contains 16570 members 
Mstep: Class 9 contains 10784 members 
Mstep: Class 10 contains 150891 members 
Mstep: Class 11 contains 26715 members 
Mstep: Class 12 contains 32356 members 
Mstep: Class 13 contains 13815 members 
Mstep: Class 14 contains 16867 members 
Mstep: Class 15 contains 92649 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 17 contains 4236 members 
Mstep: Class 18 contains 9458 members 
Mstep: Class 19 contains 2262 members 
Mstep: Class 20 contains 4528 members 
Mstep: Class 21 contains 2336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40755364.000000 Penalty: 42554.226562
Iteration 15Q: 21 clusters Score -4.075536e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51642 members 
Mstep: Class 2 contains 8672 members 
Mstep: Class 3 contains 2623 members 
Mstep: Class 4 contains 19116 members 
Mstep: Class 5 contains 7535 members 
Mstep: Class 6 contains 10857 members 
Mstep: Class 7 contains 16155 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 151242 members 
Mstep: Class 11 contains 26571 members 
Mstep: Class 12 contains 32191 members 
Mstep: Class 13 contains 14547 members 
Mstep: Class 14 contains 17026 members 
Mstep: Class 15 contains 92873 members 
Mstep: Class 16 contains 1414 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 9505 members 
Mstep: Class 19 contains 2393 members 
Mstep: Class 20 contains 4387 members 
Mstep: Class 21 contains 2306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40760096.000000 Penalty: 42554.226562
Iteration 16Q: 21 clusters Score -4.07601e+07 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 8727 members 
Mstep: Class 3 contains 2585 members 
Mstep: Class 4 contains 18903 members 
Mstep: Class 5 contains 7522 members 
Mstep: Class 6 contains 10577 members 
Mstep: Class 7 contains 15818 members 
Mstep: Class 9 contains 10434 members 
Mstep: Class 10 contains 151458 members 
Mstep: Class 11 contains 26453 members 
Mstep: Class 12 contains 32061 members 
Mstep: Class 13 contains 15136 members 
Mstep: Class 14 contains 17240 members 
Mstep: Class 15 contains 92866 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 9574 members 
Mstep: Class 19 contains 2525 members 
Mstep: Class 20 contains 4281 members 
Mstep: Class 21 contains 2301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40765092.000000 Penalty: 42554.226562
Iteration 17Q: 21 clusters Score -4.076509e+07 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 8757 members 
Mstep: Class 3 contains 2574 members 
Mstep: Class 4 contains 18688 members 
Mstep: Class 5 contains 7536 members 
Mstep: Class 6 contains 10321 members 
Mstep: Class 7 contains 15711 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 151484 members 
Mstep: Class 11 contains 26346 members 
Mstep: Class 12 contains 31930 members 
Mstep: Class 13 contains 15570 members 
Mstep: Class 14 contains 17461 members 
Mstep: Class 15 contains 92624 members 
Mstep: Class 16 contains 1651 members 
Mstep: Class 17 contains 4367 members 
Mstep: Class 18 contains 9692 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 4168 members 
Mstep: Class 21 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40768236.000000 Penalty: 42554.226562
Iteration 18Q: 21 clusters Score -4.076824e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51208 members 
Mstep: Class 2 contains 8766 members 
Mstep: Class 3 contains 2576 members 
Mstep: Class 4 contains 18445 members 
Mstep: Class 5 contains 7558 members 
Mstep: Class 6 contains 10152 members 
Mstep: Class 7 contains 15786 members 
Mstep: Class 9 contains 11047 members 
Mstep: Class 10 contains 151352 members 
Mstep: Class 11 contains 26260 members 
Mstep: Class 12 contains 31815 members 
Mstep: Class 13 contains 16027 members 
Mstep: Class 14 contains 17687 members 
Mstep: Class 15 contains 92133 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 9826 members 
Mstep: Class 19 contains 2689 members 
Mstep: Class 20 contains 4060 members 
Mstep: Class 21 contains 2259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40770528.000000 Penalty: 42554.226562
Iteration 19Q: 21 clusters Score -4.077053e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 8757 members 
Mstep: Class 3 contains 2589 members 
Mstep: Class 4 contains 18184 members 
Mstep: Class 5 contains 7574 members 
Mstep: Class 6 contains 10016 members 
Mstep: Class 7 contains 16052 members 
Mstep: Class 9 contains 11275 members 
Mstep: Class 10 contains 151245 members 
Mstep: Class 11 contains 26187 members 
Mstep: Class 12 contains 31714 members 
Mstep: Class 13 contains 16399 members 
Mstep: Class 14 contains 17914 members 
Mstep: Class 15 contains 91545 members 
Mstep: Class 16 contains 1857 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 9962 members 
Mstep: Class 19 contains 2700 members 
Mstep: Class 20 contains 3956 members 
Mstep: Class 21 contains 2239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40773400.000000 Penalty: 42554.226562
Iteration 20F: 21 clusters Score -4.07734e+07 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 51180 members 
Mstep: Class 2 contains 8673 members 
Mstep: Class 3 contains 2654 members 
Mstep: Class 4 contains 17899 members 
Mstep: Class 5 contains 7593 members 
Mstep: Class 6 contains 9886 members 
Mstep: Class 7 contains 16489 members 
Mstep: Class 9 contains 11421 members 
Mstep: Class 10 contains 151160 members 
Mstep: Class 11 contains 26064 members 
Mstep: Class 12 contains 31587 members 
Mstep: Class 13 contains 16965 members 
Mstep: Class 14 contains 18138 members 
Mstep: Class 15 contains 90882 members 
Mstep: Class 16 contains 2034 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 9960 members 
Mstep: Class 19 contains 2693 members 
Mstep: Class 20 contains 3849 members 
Mstep: Class 21 contains 2258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40775612.000000 Penalty: 42554.226562
Iteration 21Q: 21 clusters Score -4.077561e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51087 members 
Mstep: Class 2 contains 8631 members 
Mstep: Class 3 contains 2712 members 
Mstep: Class 4 contains 17627 members 
Mstep: Class 5 contains 7634 members 
Mstep: Class 6 contains 9755 members 
Mstep: Class 7 contains 16983 members 
Mstep: Class 9 contains 11501 members 
Mstep: Class 10 contains 151052 members 
Mstep: Class 11 contains 25931 members 
Mstep: Class 12 contains 31524 members 
Mstep: Class 13 contains 17466 members 
Mstep: Class 14 contains 18376 members 
Mstep: Class 15 contains 90269 members 
Mstep: Class 16 contains 2209 members 
Mstep: Class 17 contains 4459 members 
Mstep: Class 18 contains 9936 members 
Mstep: Class 19 contains 2675 members 
Mstep: Class 20 contains 3779 members 
Mstep: Class 21 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40776936.000000 Penalty: 42554.226562
Iteration 22Q: 21 clusters Score -4.077694e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 8597 members 
Mstep: Class 3 contains 2791 members 
Mstep: Class 4 contains 17289 members 
Mstep: Class 5 contains 7703 members 
Mstep: Class 6 contains 9660 members 
Mstep: Class 7 contains 17445 members 
Mstep: Class 9 contains 11550 members 
Mstep: Class 10 contains 150983 members 
Mstep: Class 11 contains 25788 members 
Mstep: Class 12 contains 31512 members 
Mstep: Class 13 contains 17895 members 
Mstep: Class 14 contains 18602 members 
Mstep: Class 15 contains 89703 members 
Mstep: Class 16 contains 2356 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 2650 members 
Mstep: Class 20 contains 3737 members 
Mstep: Class 21 contains 2156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40777748.000000 Penalty: 42554.226562
Iteration 23Q: 21 clusters Score -4.077775e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50962 members 
Mstep: Class 2 contains 8556 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 16978 members 
Mstep: Class 5 contains 7757 members 
Mstep: Class 6 contains 9580 members 
Mstep: Class 7 contains 17848 members 
Mstep: Class 9 contains 11580 members 
Mstep: Class 10 contains 150914 members 
Mstep: Class 11 contains 25676 members 
Mstep: Class 12 contains 31489 members 
Mstep: Class 13 contains 18269 members 
Mstep: Class 14 contains 18825 members 
Mstep: Class 15 contains 89216 members 
Mstep: Class 16 contains 2489 members 
Mstep: Class 17 contains 4488 members 
Mstep: Class 18 contains 9884 members 
Mstep: Class 19 contains 2628 members 
Mstep: Class 20 contains 3710 members 
Mstep: Class 21 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 24Q: 21 clusters Score -4.077858e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 8522 members 
Mstep: Class 3 contains 2929 members 
Mstep: Class 4 contains 16686 members 
Mstep: Class 5 contains 7815 members 
Mstep: Class 6 contains 9500 members 
Mstep: Class 7 contains 18222 members 
Mstep: Class 9 contains 11608 members 
Mstep: Class 10 contains 150845 members 
Mstep: Class 11 contains 25600 members 
Mstep: Class 12 contains 31447 members 
Mstep: Class 13 contains 18583 members 
Mstep: Class 14 contains 19026 members 
Mstep: Class 15 contains 88774 members 
Mstep: Class 16 contains 2607 members 
Mstep: Class 17 contains 4501 members 
Mstep: Class 18 contains 9862 members 
Mstep: Class 19 contains 2623 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 25Q: 21 clusters Score -4.077936e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 8495 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 16382 members 
Mstep: Class 5 contains 7870 members 
Mstep: Class 6 contains 9425 members 
Mstep: Class 7 contains 18549 members 
Mstep: Class 9 contains 11639 members 
Mstep: Class 10 contains 150813 members 
Mstep: Class 11 contains 25538 members 
Mstep: Class 12 contains 31414 members 
Mstep: Class 13 contains 18843 members 
Mstep: Class 14 contains 19201 members 
Mstep: Class 15 contains 88415 members 
Mstep: Class 16 contains 2688 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 9834 members 
Mstep: Class 19 contains 2625 members 
Mstep: Class 20 contains 3689 members 
Mstep: Class 21 contains 2028 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 26Q: 21 clusters Score -4.077959e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 8453 members 
Mstep: Class 3 contains 3080 members 
Mstep: Class 4 contains 16092 members 
Mstep: Class 5 contains 7914 members 
Mstep: Class 6 contains 9360 members 
Mstep: Class 7 contains 18875 members 
Mstep: Class 9 contains 11670 members 
Mstep: Class 10 contains 150781 members 
Mstep: Class 11 contains 25477 members 
Mstep: Class 12 contains 31375 members 
Mstep: Class 13 contains 19127 members 
Mstep: Class 14 contains 19349 members 
Mstep: Class 15 contains 88037 members 
Mstep: Class 16 contains 2771 members 
Mstep: Class 17 contains 4514 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 2622 members 
Mstep: Class 20 contains 3686 members 
Mstep: Class 21 contains 2013 members 
Entering Unmasked Estep 
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Iteration 27Q: 21 clusters Score -4.078009e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50764 members 
Mstep: Class 2 contains 8413 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 15823 members 
Mstep: Class 5 contains 7954 members 
Mstep: Class 6 contains 9313 members 
Mstep: Class 7 contains 19176 members 
Mstep: Class 9 contains 11708 members 
Mstep: Class 10 contains 150762 members 
Mstep: Class 11 contains 25435 members 
Mstep: Class 12 contains 31328 members 
Mstep: Class 13 contains 19406 members 
Mstep: Class 14 contains 19445 members 
Mstep: Class 15 contains 87679 members 
Mstep: Class 16 contains 2847 members 
Mstep: Class 17 contains 4522 members 
Mstep: Class 18 contains 9808 members 
Mstep: Class 19 contains 2617 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 1995 members 
Entering Unmasked Estep 
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Iteration 28Q: 21 clusters Score -4.07804e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50721 members 
Mstep: Class 2 contains 8393 members 
Mstep: Class 3 contains 3198 members 
Mstep: Class 4 contains 15588 members 
Mstep: Class 5 contains 7998 members 
Mstep: Class 6 contains 9271 members 
Mstep: Class 7 contains 19477 members 
Mstep: Class 9 contains 11736 members 
Mstep: Class 10 contains 150749 members 
Mstep: Class 11 contains 25396 members 
Mstep: Class 12 contains 31286 members 
Mstep: Class 13 contains 19641 members 
Mstep: Class 14 contains 19555 members 
Mstep: Class 15 contains 87320 members 
Mstep: Class 16 contains 2908 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 9792 members 
Mstep: Class 19 contains 2605 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1982 members 
Entering Unmasked Estep 
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Iteration 29Q: 21 clusters Score -4.078075e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50693 members 
Mstep: Class 2 contains 8369 members 
Mstep: Class 3 contains 3235 members 
Mstep: Class 4 contains 15374 members 
Mstep: Class 5 contains 8037 members 
Mstep: Class 6 contains 9229 members 
Mstep: Class 7 contains 19758 members 
Mstep: Class 9 contains 11765 members 
Mstep: Class 10 contains 150728 members 
Mstep: Class 11 contains 25340 members 
Mstep: Class 12 contains 31272 members 
Mstep: Class 13 contains 19827 members 
Mstep: Class 14 contains 19659 members 
Mstep: Class 15 contains 87001 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 9791 members 
Mstep: Class 19 contains 2590 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 1963 members 
Entering Unmasked Estep 
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Iteration 30Q: 21 clusters Score -4.078092e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50662 members 
Mstep: Class 2 contains 8346 members 
Mstep: Class 3 contains 3264 members 
Mstep: Class 4 contains 15177 members 
Mstep: Class 5 contains 8079 members 
Mstep: Class 6 contains 9182 members 
Mstep: Class 7 contains 20051 members 
Mstep: Class 9 contains 11803 members 
Mstep: Class 10 contains 150696 members 
Mstep: Class 11 contains 25308 members 
Mstep: Class 12 contains 31231 members 
Mstep: Class 13 contains 20021 members 
Mstep: Class 14 contains 19757 members 
Mstep: Class 15 contains 86656 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 9782 members 
Mstep: Class 19 contains 2581 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 1957 members 
Entering Unmasked Estep 
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Iteration 31Q: 21 clusters Score -4.078105e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 8319 members 
Mstep: Class 3 contains 3280 members 
Mstep: Class 4 contains 14973 members 
Mstep: Class 5 contains 8118 members 
Mstep: Class 6 contains 9135 members 
Mstep: Class 7 contains 20344 members 
Mstep: Class 9 contains 11841 members 
Mstep: Class 10 contains 150665 members 
Mstep: Class 11 contains 25297 members 
Mstep: Class 12 contains 31206 members 
Mstep: Class 13 contains 20194 members 
Mstep: Class 14 contains 19858 members 
Mstep: Class 15 contains 86308 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 4524 members 
Mstep: Class 18 contains 9778 members 
Mstep: Class 19 contains 2578 members 
Mstep: Class 20 contains 3683 members 
Mstep: Class 21 contains 1952 members 
Entering Unmasked Estep 
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Iteration 32Q: 21 clusters Score -4.078118e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50596 members 
Mstep: Class 2 contains 8273 members 
Mstep: Class 3 contains 3307 members 
Mstep: Class 4 contains 14797 members 
Mstep: Class 5 contains 8154 members 
Mstep: Class 6 contains 9095 members 
Mstep: Class 7 contains 20644 members 
Mstep: Class 9 contains 11880 members 
Mstep: Class 10 contains 150652 members 
Mstep: Class 11 contains 25280 members 
Mstep: Class 12 contains 31156 members 
Mstep: Class 13 contains 20388 members 
Mstep: Class 14 contains 19927 members 
Mstep: Class 15 contains 85963 members 
Mstep: Class 16 contains 3213 members 
Mstep: Class 17 contains 4524 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 2567 members 
Mstep: Class 20 contains 3681 members 
Mstep: Class 21 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781360.000000 Penalty: 42554.226562
Iteration 33Q: 21 clusters Score -4.078136e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 8214 members 
Mstep: Class 3 contains 3328 members 
Mstep: Class 4 contains 14646 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 6 contains 9058 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 9 contains 11920 members 
Mstep: Class 10 contains 150629 members 
Mstep: Class 11 contains 25283 members 
Mstep: Class 12 contains 31120 members 
Mstep: Class 13 contains 20526 members 
Mstep: Class 14 contains 19994 members 
Mstep: Class 15 contains 85583 members 
Mstep: Class 16 contains 3308 members 
Mstep: Class 17 contains 4527 members 
Mstep: Class 18 contains 9767 members 
Mstep: Class 19 contains 2546 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781324.000000 Penalty: 42554.226562
Iteration 34Q: 21 clusters Score -4.078132e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50571 members 
Mstep: Class 2 contains 8150 members 
Mstep: Class 3 contains 3343 members 
Mstep: Class 4 contains 14493 members 
Mstep: Class 5 contains 8222 members 
Mstep: Class 6 contains 9025 members 
Mstep: Class 7 contains 21300 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 150596 members 
Mstep: Class 11 contains 25271 members 
Mstep: Class 12 contains 31106 members 
Mstep: Class 13 contains 20669 members 
Mstep: Class 14 contains 20062 members 
Mstep: Class 15 contains 85197 members 
Mstep: Class 16 contains 3412 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 9759 members 
Mstep: Class 19 contains 2542 members 
Mstep: Class 20 contains 3680 members 
Mstep: Class 21 contains 1946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781556.000000 Penalty: 42554.226562
Iteration 35Q: 21 clusters Score -4.078156e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 8090 members 
Mstep: Class 3 contains 3342 members 
Mstep: Class 4 contains 14361 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 6 contains 8997 members 
Mstep: Class 7 contains 21628 members 
Mstep: Class 9 contains 11976 members 
Mstep: Class 10 contains 150589 members 
Mstep: Class 11 contains 25260 members 
Mstep: Class 12 contains 31097 members 
Mstep: Class 13 contains 20788 members 
Mstep: Class 14 contains 20122 members 
Mstep: Class 15 contains 84815 members 
Mstep: Class 16 contains 3504 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 9747 members 
Mstep: Class 19 contains 2545 members 
Mstep: Class 20 contains 3678 members 
Mstep: Class 21 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781696.000000 Penalty: 42554.226562
Iteration 36Q: 21 clusters Score -4.07817e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50519 members 
Mstep: Class 2 contains 8014 members 
Mstep: Class 3 contains 3335 members 
Mstep: Class 4 contains 14237 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 6 contains 8958 members 
Mstep: Class 7 contains 21969 members 
Mstep: Class 9 contains 12000 members 
Mstep: Class 10 contains 150576 members 
Mstep: Class 11 contains 25239 members 
Mstep: Class 12 contains 31084 members 
Mstep: Class 13 contains 20910 members 
Mstep: Class 14 contains 20175 members 
Mstep: Class 15 contains 84437 members 
Mstep: Class 16 contains 3604 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 2560 members 
Mstep: Class 20 contains 3679 members 
Mstep: Class 21 contains 1938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781868.000000 Penalty: 42554.226562
Iteration 37Q: 21 clusters Score -4.078187e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 50503 members 
Mstep: Class 2 contains 7945 members 
Mstep: Class 3 contains 3326 members 
Mstep: Class 4 contains 14125 members 
Mstep: Class 5 contains 8346 members 
Mstep: Class 6 contains 8920 members 
Mstep: Class 7 contains 22348 members 
Mstep: Class 9 contains 12025 members 
Mstep: Class 10 contains 150547 members 
Mstep: Class 11 contains 25219 members 
Mstep: Class 12 contains 31066 members 
Mstep: Class 13 contains 21042 members 
Mstep: Class 14 contains 20236 members 
Mstep: Class 15 contains 84011 members 
Mstep: Class 16 contains 3704 members 
Mstep: Class 17 contains 4532 members 
Mstep: Class 18 contains 9735 members 
Mstep: Class 19 contains 2575 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40782104.000000 Penalty: 42554.226562
Iteration 38Q: 21 clusters Score -4.07821e+07 nChanged 1252
Entering ConstructFrom: 
Score: -40782104.000000 Penalty: 42554.226562
Entering ConstructFrom: 
Trying to split cluster 1 (50502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Entering Unmasked Estep 
Score: -4403201.500000 Penalty: 1759.837280
	Iteration 0F: 2 clusters Score -4403202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25155 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -4369461.500000 Penalty: 3519.674561
	Iteration 0F: 3 clusters Score -4369462 nChanged 23717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -4384079.500000 Penalty: 3519.674561
	Iteration 1F: 3 clusters Score -4384080 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4386382.000000 Penalty: 3519.674561
	Iteration 2F: 3 clusters Score -4386382 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -4389736.000000 Penalty: 3519.674561
	Iteration 3F: 3 clusters Score -4389736 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 33622 members 
Entering Unmasked Estep 
Score: -4393758.500000 Penalty: 3519.674561
	Iteration 4F: 3 clusters Score -4393758 nChanged 3991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -4397747.500000 Penalty: 3519.674561
	Iteration 5F: 3 clusters Score -4397748 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4401826.000000 Penalty: 3519.674561
	Iteration 6F: 3 clusters Score -4401826 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -4404511.000000 Penalty: 3519.674561
	Iteration 7F: 3 clusters Score -4404511 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4406175.500000 Penalty: 3519.674561
	Iteration 8Q: 3 clusters Score -4406176 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 37050 members 
Entering Unmasked Estep 
Score: -4407401.000000 Penalty: 3519.674561
	Iteration 9Q: 3 clusters Score -4407401 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -4408365.000000 Penalty: 3519.674561
	Iteration 10Q: 3 clusters Score -4408365 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4409129.000000 Penalty: 3519.674561
	Iteration 11Q: 3 clusters Score -4409129 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 38134 members 
Entering Unmasked Estep 
Score: -4409804.500000 Penalty: 3519.674561
	Iteration 12Q: 3 clusters Score -4409804 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -4410320.500000 Penalty: 3519.674561
	Iteration 13Q: 3 clusters Score -4410320 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -4410878.500000 Penalty: 3519.674561
	Iteration 14Q: 3 clusters Score -4410878 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -4411553.000000 Penalty: 3519.674561
	Iteration 15Q: 3 clusters Score -4411553 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -4412352.000000 Penalty: 3519.674561
	Iteration 16Q: 3 clusters Score -4412352 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 38831 members 
Entering Unmasked Estep 
Score: -4412920.500000 Penalty: 3519.674561
	Iteration 17Q: 3 clusters Score -4412920 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 38699 members 
Entering Unmasked Estep 
Score: -4413152.000000 Penalty: 3519.674561
	Iteration 18Q: 3 clusters Score -4413152 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4413315.000000 Penalty: 3519.674561
	Iteration 19Q: 3 clusters Score -4413315 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4413502.000000 Penalty: 3519.674561
	Iteration 20F: 3 clusters Score -4413502 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -4413667.500000 Penalty: 3519.674561
	Iteration 21Q: 3 clusters Score -4413668 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -4413870.000000 Penalty: 3519.674561
	Iteration 22Q: 3 clusters Score -4413870 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4414099.000000 Penalty: 3519.674561
	Iteration 23Q: 3 clusters Score -4414099 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -4414353.500000 Penalty: 3519.674561
	Iteration 24Q: 3 clusters Score -4414354 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4414585.000000 Penalty: 3519.674561
	Iteration 25Q: 3 clusters Score -4414585 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4414785.000000 Penalty: 3519.674561
	Iteration 26Q: 3 clusters Score -4414785 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -4414916.500000 Penalty: 3519.674561
	Iteration 27Q: 3 clusters Score -4414916 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -4415042.000000 Penalty: 3519.674561
	Iteration 28Q: 3 clusters Score -4415042 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 34144 members 
Entering Unmasked Estep 
Score: -4415150.500000 Penalty: 3519.674561
	Iteration 29Q: 3 clusters Score -4415150 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -4415255.000000 Penalty: 3519.674561
	Iteration 30Q: 3 clusters Score -4415255 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -4415347.500000 Penalty: 3519.674561
	Iteration 31Q: 3 clusters Score -4415348 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -4415382.000000 Penalty: 3519.674561
	Iteration 32Q: 3 clusters Score -4415382 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -4415420.500000 Penalty: 3519.674561
	Iteration 33Q: 3 clusters Score -4415420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 32668 members 
Entering Unmasked Estep 
Score: -4415478.500000 Penalty: 3519.674561
	Iteration 34Q: 3 clusters Score -4415478 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 32423 members 
Entering Unmasked Estep 
Score: -4415514.500000 Penalty: 3519.674561
	Iteration 35Q: 3 clusters Score -4415514 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4415535.000000 Penalty: 3519.674561
	Iteration 36Q: 3 clusters Score -4415535 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -4415559.500000 Penalty: 3519.674561
	Iteration 37Q: 3 clusters Score -4415560 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -4415585.500000 Penalty: 3519.674561
	Iteration 38Q: 3 clusters Score -4415586 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -4415599.500000 Penalty: 3519.674561
	Iteration 39Q: 3 clusters Score -4415600 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4415634.500000 Penalty: 3519.674561
	Iteration 40F: 3 clusters Score -4415634 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -4415641.000000 Penalty: 3519.674561
	Iteration 41Q: 3 clusters Score -4415641 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -4415639.000000 Penalty: 3519.674561
	Iteration 42Q: 3 clusters Score -4415639 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -4415644.000000 Penalty: 3519.674561
	Iteration 43Q: 3 clusters Score -4415644 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 31243 members 
Entering Unmasked Estep 
Score: -4415652.000000 Penalty: 3519.674561
	Iteration 44Q: 3 clusters Score -4415652 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 31181 members 
Entering Unmasked Estep 
Score: -4415663.000000 Penalty: 3519.674561
	Iteration 45Q: 3 clusters Score -4415663 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -4415665.000000 Penalty: 3519.674561
	Iteration 46Q: 3 clusters Score -4415665 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -4415661.500000 Penalty: 3519.674561
	Iteration 47Q: 3 clusters Score -4415662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4415659.000000 Penalty: 3519.674561
	Iteration 48Q: 3 clusters Score -4415659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4415659.500000 Penalty: 3519.674561
	Iteration 49Q: 3 clusters Score -4415660 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -4415662.000000 Penalty: 3519.674561
	Iteration 50Q: 3 clusters Score -4415662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 30954 members 
Entering Unmasked Estep 
Score: -4415664.000000 Penalty: 3519.674561
	Iteration 51Q: 3 clusters Score -4415664 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 30930 members 
Entering Unmasked Estep 
Score: -4415662.000000 Penalty: 3519.674561
	Iteration 52Q: 3 clusters Score -4415662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -4415659.000000 Penalty: 3519.674561
	Iteration 53Q: 3 clusters Score -4415659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4415662.500000 Penalty: 3519.674561
	Iteration 54Q: 3 clusters Score -4415662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 30877 members 
Entering Unmasked Estep 
Score: -4415660.000000 Penalty: 3519.674561
	Iteration 55Q: 3 clusters Score -4415660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4415664.500000 Penalty: 3519.674561
	Iteration 56Q: 3 clusters Score -4415664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4415665.500000 Penalty: 3519.674561
	Iteration 57Q: 3 clusters Score -4415666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -4415663.000000 Penalty: 3519.674561
	Iteration 58Q: 3 clusters Score -4415663 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -4415668.000000 Penalty: 3519.674561
	Iteration 59Q: 3 clusters Score -4415668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -4415670.000000 Penalty: 3519.674561
	Iteration 60F: 3 clusters Score -4415670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -4415668.500000 Penalty: 3519.674561
	Iteration 61Q: 3 clusters Score -4415668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -4415677.000000 Penalty: 3519.674561
	Iteration 62Q: 3 clusters Score -4415677 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -4415671.500000 Penalty: 3519.674561
	Iteration 63Q: 3 clusters Score -4415672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -4415679.000000 Penalty: 3519.674561
	Iteration 64Q: 3 clusters Score -4415679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19752 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4415680.500000 Penalty: 3519.674561
	Iteration 65Q: 3 clusters Score -4415680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -4415674.000000 Penalty: 3519.674561
	Iteration 66Q: 3 clusters Score -4415674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -4415680.000000 Penalty: 3519.674561
	Iteration 67Q: 3 clusters Score -4415680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 30729 members 
Entering Unmasked Estep 
Score: -4415680.500000 Penalty: 3519.674561
	Iteration 68Q: 3 clusters Score -4415680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19776 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -4415684.000000 Penalty: 3519.674561
	Iteration 69Q: 3 clusters Score -4415684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -4415684.500000 Penalty: 3519.674561
	Iteration 70Q: 3 clusters Score -4415684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -4415686.000000 Penalty: 3519.674561
	Iteration 71Q: 3 clusters Score -4415686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4415685.500000 Penalty: 3519.674561
	Iteration 72Q: 3 clusters Score -4415686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -4415685.500000 Penalty: 3519.674561
	Iteration 73F: 3 clusters Score -4415686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Entering Unmasked Estep 
Score: -40793772.000000 Penalty: 44681.937500
Splitting cluster 1 changes total score from -40782104.000000 to -40793772.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 2 (7848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Entering Unmasked Estep 
Score: -598813.187500 Penalty: 1457.302246
	Iteration 0F: 2 clusters Score -598813.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -593024.000000 Penalty: 2914.604492
	Iteration 0F: 3 clusters Score -593024 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -595678.375000 Penalty: 2914.604492
	Iteration 1F: 3 clusters Score -595678.4 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -596830.437500 Penalty: 2914.604492
	Iteration 2F: 3 clusters Score -596830.4 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -597642.875000 Penalty: 2914.604492
	Iteration 3F: 3 clusters Score -597642.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -598157.625000 Penalty: 2914.604492
	Iteration 4F: 3 clusters Score -598157.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -598430.687500 Penalty: 2914.604492
	Iteration 5F: 3 clusters Score -598430.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -598606.875000 Penalty: 2914.604492
	Iteration 6Q: 3 clusters Score -598606.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -598711.937500 Penalty: 2914.604492
	Iteration 7Q: 3 clusters Score -598711.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -598797.750000 Penalty: 2914.604492
	Iteration 8Q: 3 clusters Score -598797.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -598866.187500 Penalty: 2914.604492
	Iteration 9Q: 3 clusters Score -598866.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -598934.625000 Penalty: 2914.604492
	Iteration 10Q: 3 clusters Score -598934.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -598985.500000 Penalty: 2914.604492
	Iteration 11Q: 3 clusters Score -598985.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -599042.250000 Penalty: 2914.604492
	Iteration 12Q: 3 clusters Score -599042.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -599113.375000 Penalty: 2914.604492
	Iteration 13Q: 3 clusters Score -599113.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -599207.187500 Penalty: 2914.604492
	Iteration 14Q: 3 clusters Score -599207.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -599282.937500 Penalty: 2914.604492
	Iteration 15Q: 3 clusters Score -599282.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -599354.437500 Penalty: 2914.604492
	Iteration 16Q: 3 clusters Score -599354.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -599433.687500 Penalty: 2914.604492
	Iteration 17Q: 3 clusters Score -599433.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -599511.312500 Penalty: 2914.604492
	Iteration 18Q: 3 clusters Score -599511.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -599590.812500 Penalty: 2914.604492
	Iteration 19Q: 3 clusters Score -599590.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -599734.125000 Penalty: 2914.604492
	Iteration 20F: 3 clusters Score -599734.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -599965.187500 Penalty: 2914.604492
	Iteration 21Q: 3 clusters Score -599965.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -600147.875000 Penalty: 2914.604492
	Iteration 22Q: 3 clusters Score -600147.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -600299.500000 Penalty: 2914.604492
	Iteration 23Q: 3 clusters Score -600299.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -600518.125000 Penalty: 2914.604492
	Iteration 24Q: 3 clusters Score -600518.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -600832.500000 Penalty: 2914.604492
	Iteration 25Q: 3 clusters Score -600832.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -601060.437500 Penalty: 2914.604492
	Iteration 26Q: 3 clusters Score -601060.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -601211.000000 Penalty: 2914.604492
	Iteration 27Q: 3 clusters Score -601211 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -601317.000000 Penalty: 2914.604492
	Iteration 28Q: 3 clusters Score -601317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -601374.687500 Penalty: 2914.604492
	Iteration 29Q: 3 clusters Score -601374.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -601424.437500 Penalty: 2914.604492
	Iteration 30Q: 3 clusters Score -601424.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -601488.375000 Penalty: 2914.604492
	Iteration 31Q: 3 clusters Score -601488.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -601592.562500 Penalty: 2914.604492
	Iteration 32Q: 3 clusters Score -601592.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -601767.812500 Penalty: 2914.604492
	Iteration 33Q: 3 clusters Score -601767.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -602002.625000 Penalty: 2914.604492
	Iteration 34Q: 3 clusters Score -602002.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -602171.187500 Penalty: 2914.604492
	Iteration 35Q: 3 clusters Score -602171.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -602271.250000 Penalty: 2914.604492
	Iteration 36Q: 3 clusters Score -602271.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -602324.375000 Penalty: 2914.604492
	Iteration 37Q: 3 clusters Score -602324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -602353.250000 Penalty: 2914.604492
	Iteration 38Q: 3 clusters Score -602353.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -602375.062500 Penalty: 2914.604492
	Iteration 39Q: 3 clusters Score -602375.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -602384.312500 Penalty: 2914.604492
	Iteration 40F: 3 clusters Score -602384.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -602384.687500 Penalty: 2914.604492
	Iteration 41Q: 3 clusters Score -602384.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -602385.187500 Penalty: 2914.604492
	Iteration 42Q: 3 clusters Score -602385.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -602385.062500 Penalty: 2914.604492
	Iteration 43Q: 3 clusters Score -602385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -602385.062500 Penalty: 2914.604492
	Iteration 44F: 3 clusters Score -602385.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 3330 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Entering Unmasked Estep 
Score: -40796684.000000 Penalty: 46809.648438
Splitting cluster 2 changes total score from -40782104.000000 to -40796684.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 3 (3330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Entering Unmasked Estep 
Score: -268345.343750 Penalty: 1317.993164
	Iteration 0F: 2 clusters Score -268345.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -265457.812500 Penalty: 2635.986328
	Iteration 0F: 3 clusters Score -265457.8 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -266410.843750 Penalty: 2635.986328
	Iteration 1F: 3 clusters Score -266410.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -266934.656250 Penalty: 2635.986328
	Iteration 2F: 3 clusters Score -266934.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -267352.437500 Penalty: 2635.986328
	Iteration 3F: 3 clusters Score -267352.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -267660.500000 Penalty: 2635.986328
	Iteration 4F: 3 clusters Score -267660.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -267897.156250 Penalty: 2635.986328
	Iteration 5F: 3 clusters Score -267897.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -268087.562500 Penalty: 2635.986328
	Iteration 6Q: 3 clusters Score -268087.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -268237.468750 Penalty: 2635.986328
	Iteration 7Q: 3 clusters Score -268237.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -268373.562500 Penalty: 2635.986328
	Iteration 8Q: 3 clusters Score -268373.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -268486.468750 Penalty: 2635.986328
	Iteration 9Q: 3 clusters Score -268486.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -268569.343750 Penalty: 2635.986328
	Iteration 10Q: 3 clusters Score -268569.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -268654.875000 Penalty: 2635.986328
	Iteration 11Q: 3 clusters Score -268654.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -268734.250000 Penalty: 2635.986328
	Iteration 12Q: 3 clusters Score -268734.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -268766.218750 Penalty: 2635.986328
	Iteration 13Q: 3 clusters Score -268766.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -268784.312500 Penalty: 2635.986328
	Iteration 14Q: 3 clusters Score -268784.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -268791.781250 Penalty: 2635.986328
	Iteration 15Q: 3 clusters Score -268791.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -268795.875000 Penalty: 2635.986328
	Iteration 16Q: 3 clusters Score -268795.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -268798.468750 Penalty: 2635.986328
	Iteration 17Q: 3 clusters Score -268798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -268800.781250 Penalty: 2635.986328
	Iteration 18Q: 3 clusters Score -268800.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -268801.218750 Penalty: 2635.986328
	Iteration 19Q: 3 clusters Score -268801.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -268802.656250 Penalty: 2635.986328
	Iteration 20F: 3 clusters Score -268802.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -268803.593750 Penalty: 2635.986328
	Iteration 21Q: 3 clusters Score -268803.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -268804.718750 Penalty: 2635.986328
	Iteration 22Q: 3 clusters Score -268804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -268805.312500 Penalty: 2635.986328
	Iteration 23Q: 3 clusters Score -268805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -268805.718750 Penalty: 2635.986328
	Iteration 24Q: 3 clusters Score -268805.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -268807.093750 Penalty: 2635.986328
	Iteration 25Q: 3 clusters Score -268807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -268807.875000 Penalty: 2635.986328
	Iteration 26Q: 3 clusters Score -268807.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -268808.500000 Penalty: 2635.986328
	Iteration 27Q: 3 clusters Score -268808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -268808.500000 Penalty: 2635.986328
	Iteration 28F: 3 clusters Score -268808.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 14011 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Entering Unmasked Estep 
Score: -40796272.000000 Penalty: 48937.359375
Splitting cluster 3 changes total score from -40782104.000000 to -40796272.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 4 (14011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Entering Unmasked Estep 
Score: -1204529.125000 Penalty: 1551.484619
	Iteration 0F: 2 clusters Score -1204529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1194846.000000 Penalty: 3102.969238
	Iteration 0F: 3 clusters Score -1194846 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1198617.000000 Penalty: 3102.969238
	Iteration 1F: 3 clusters Score -1198617 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1199892.000000 Penalty: 3102.969238
	Iteration 2F: 3 clusters Score -1199892 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1201460.250000 Penalty: 3102.969238
	Iteration 3F: 3 clusters Score -1201460 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1203352.625000 Penalty: 3102.969238
	Iteration 4F: 3 clusters Score -1203353 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -1205060.625000 Penalty: 3102.969238
	Iteration 5F: 3 clusters Score -1205061 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1206692.500000 Penalty: 3102.969238
	Iteration 6F: 3 clusters Score -1206692 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1208293.875000 Penalty: 3102.969238
	Iteration 7F: 3 clusters Score -1208294 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1209259.125000 Penalty: 3102.969238
	Iteration 8Q: 3 clusters Score -1209259 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1209493.750000 Penalty: 3102.969238
	Iteration 9Q: 3 clusters Score -1209494 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1209558.750000 Penalty: 3102.969238
	Iteration 10Q: 3 clusters Score -1209559 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1209571.125000 Penalty: 3102.969238
	Iteration 11Q: 3 clusters Score -1209571 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1209578.875000 Penalty: 3102.969238
	Iteration 12Q: 3 clusters Score -1209579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1209582.750000 Penalty: 3102.969238
	Iteration 13Q: 3 clusters Score -1209583 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1209582.125000 Penalty: 3102.969238
	Iteration 14Q: 3 clusters Score -1209582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1209586.125000 Penalty: 3102.969238
	Iteration 15Q: 3 clusters Score -1209586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1209586.250000 Penalty: 3102.969238
	Iteration 16Q: 3 clusters Score -1209586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1209589.125000 Penalty: 3102.969238
	Iteration 17Q: 3 clusters Score -1209589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1209587.750000 Penalty: 3102.969238
	Iteration 18Q: 3 clusters Score -1209588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1209588.250000 Penalty: 3102.969238
	Iteration 19Q: 3 clusters Score -1209588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1209587.750000 Penalty: 3102.969238
	Iteration 20F: 3 clusters Score -1209588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1209588.000000 Penalty: 3102.969238
	Iteration 21Q: 3 clusters Score -1209588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1209588.000000 Penalty: 3102.969238
	Iteration 22F: 3 clusters Score -1209588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 8379 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Entering Unmasked Estep 
Score: -40800692.000000 Penalty: 51065.070312
Splitting cluster 4 changes total score from -40782104.000000 to -40800692.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 5 (8379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Entering Unmasked Estep 
Score: -673539.500000 Penalty: 1467.941040
	Iteration 0F: 2 clusters Score -673539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -667578.562500 Penalty: 2935.882080
	Iteration 0F: 3 clusters Score -667578.6 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -670899.562500 Penalty: 2935.882080
	Iteration 1F: 3 clusters Score -670899.6 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -672204.937500 Penalty: 2935.882080
	Iteration 2F: 3 clusters Score -672204.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -672999.250000 Penalty: 2935.882080
	Iteration 3F: 3 clusters Score -672999.2 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -673517.875000 Penalty: 2935.882080
	Iteration 4F: 3 clusters Score -673517.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -674218.062500 Penalty: 2935.882080
	Iteration 5Q: 3 clusters Score -674218.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -675780.562500 Penalty: 2935.882080
	Iteration 6Q: 3 clusters Score -675780.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -677633.875000 Penalty: 2935.882080
	Iteration 7F: 3 clusters Score -677633.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -678285.875000 Penalty: 2935.882080
	Iteration 8Q: 3 clusters Score -678285.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -678546.250000 Penalty: 2935.882080
	Iteration 9Q: 3 clusters Score -678546.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -678809.562500 Penalty: 2935.882080
	Iteration 10Q: 3 clusters Score -678809.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -679088.750000 Penalty: 2935.882080
	Iteration 11Q: 3 clusters Score -679088.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -679341.812500 Penalty: 2935.882080
	Iteration 12Q: 3 clusters Score -679341.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -679531.937500 Penalty: 2935.882080
	Iteration 13Q: 3 clusters Score -679531.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -679690.625000 Penalty: 2935.882080
	Iteration 14Q: 3 clusters Score -679690.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -679805.312500 Penalty: 2935.882080
	Iteration 15Q: 3 clusters Score -679805.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -679867.375000 Penalty: 2935.882080
	Iteration 16Q: 3 clusters Score -679867.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -679920.625000 Penalty: 2935.882080
	Iteration 17Q: 3 clusters Score -679920.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -679957.125000 Penalty: 2935.882080
	Iteration 18Q: 3 clusters Score -679957.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -679989.812500 Penalty: 2935.882080
	Iteration 19Q: 3 clusters Score -679989.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -680024.375000 Penalty: 2935.882080
	Iteration 20F: 3 clusters Score -680024.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -680045.250000 Penalty: 2935.882080
	Iteration 21Q: 3 clusters Score -680045.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -680064.812500 Penalty: 2935.882080
	Iteration 22Q: 3 clusters Score -680064.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -680077.062500 Penalty: 2935.882080
	Iteration 23Q: 3 clusters Score -680077.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -680093.062500 Penalty: 2935.882080
	Iteration 24Q: 3 clusters Score -680093.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -680109.687500 Penalty: 2935.882080
	Iteration 25Q: 3 clusters Score -680109.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -680126.687500 Penalty: 2935.882080
	Iteration 26Q: 3 clusters Score -680126.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -680142.750000 Penalty: 2935.882080
	Iteration 27Q: 3 clusters Score -680142.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -680169.687500 Penalty: 2935.882080
	Iteration 28Q: 3 clusters Score -680169.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -680213.125000 Penalty: 2935.882080
	Iteration 29Q: 3 clusters Score -680213.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -680253.250000 Penalty: 2935.882080
	Iteration 30Q: 3 clusters Score -680253.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -680273.375000 Penalty: 2935.882080
	Iteration 31Q: 3 clusters Score -680273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -680286.937500 Penalty: 2935.882080
	Iteration 32Q: 3 clusters Score -680286.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -680295.062500 Penalty: 2935.882080
	Iteration 33Q: 3 clusters Score -680295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -680295.062500 Penalty: 2935.882080
	Iteration 34Q: 3 clusters Score -680295.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -680295.937500 Penalty: 2935.882080
	Iteration 35Q: 3 clusters Score -680295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -680298.000000 Penalty: 2935.882080
	Iteration 36Q: 3 clusters Score -680298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -680299.000000 Penalty: 2935.882080
	Iteration 37Q: 3 clusters Score -680299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -680300.000000 Penalty: 2935.882080
	Iteration 38Q: 3 clusters Score -680300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -680299.437500 Penalty: 2935.882080
	Iteration 39Q: 3 clusters Score -680299.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -680300.062500 Penalty: 2935.882080
	Iteration 40F: 3 clusters Score -680300.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 150517 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Entering Unmasked Estep 
Score: -40806760.000000 Penalty: 53192.781250
Splitting cluster 5 changes total score from -40782104.000000 to -40806760.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (8895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Entering Unmasked Estep 
Score: -777727.937500 Penalty: 1477.652222
	Iteration 0F: 2 clusters Score -777727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -771251.812500 Penalty: 2955.304443
	Iteration 0F: 3 clusters Score -771251.8 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -773301.250000 Penalty: 2955.304443
	Iteration 1F: 3 clusters Score -773301.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -773613.750000 Penalty: 2955.304443
	Iteration 2F: 3 clusters Score -773613.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -773887.500000 Penalty: 2955.304443
	Iteration 3F: 3 clusters Score -773887.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -774165.000000 Penalty: 2955.304443
	Iteration 4F: 3 clusters Score -774165 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -774447.687500 Penalty: 2955.304443
	Iteration 5F: 3 clusters Score -774447.7 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -774766.875000 Penalty: 2955.304443
	Iteration 6F: 3 clusters Score -774766.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -775114.750000 Penalty: 2955.304443
	Iteration 7F: 3 clusters Score -775114.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -775485.812500 Penalty: 2955.304443
	Iteration 8F: 3 clusters Score -775485.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -775770.875000 Penalty: 2955.304443
	Iteration 9Q: 3 clusters Score -775770.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -775977.312500 Penalty: 2955.304443
	Iteration 10Q: 3 clusters Score -775977.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -776130.875000 Penalty: 2955.304443
	Iteration 11Q: 3 clusters Score -776130.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -776266.250000 Penalty: 2955.304443
	Iteration 12Q: 3 clusters Score -776266.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -776366.437500 Penalty: 2955.304443
	Iteration 13Q: 3 clusters Score -776366.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -776478.125000 Penalty: 2955.304443
	Iteration 14Q: 3 clusters Score -776478.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -776587.500000 Penalty: 2955.304443
	Iteration 15Q: 3 clusters Score -776587.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -776678.562500 Penalty: 2955.304443
	Iteration 16Q: 3 clusters Score -776678.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -776753.937500 Penalty: 2955.304443
	Iteration 17Q: 3 clusters Score -776753.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -776791.625000 Penalty: 2955.304443
	Iteration 18Q: 3 clusters Score -776791.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -776814.000000 Penalty: 2955.304443
	Iteration 19Q: 3 clusters Score -776814 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -776823.187500 Penalty: 2955.304443
	Iteration 20F: 3 clusters Score -776823.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -776831.750000 Penalty: 2955.304443
	Iteration 21Q: 3 clusters Score -776831.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -776832.875000 Penalty: 2955.304443
	Iteration 22Q: 3 clusters Score -776832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -776835.187500 Penalty: 2955.304443
	Iteration 23Q: 3 clusters Score -776835.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -776834.937500 Penalty: 2955.304443
	Iteration 24Q: 3 clusters Score -776834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -776837.062500 Penalty: 2955.304443
	Iteration 25Q: 3 clusters Score -776837.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -776838.312500 Penalty: 2955.304443
	Iteration 26Q: 3 clusters Score -776838.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -776843.312500 Penalty: 2955.304443
	Iteration 27Q: 3 clusters Score -776843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -776848.562500 Penalty: 2955.304443
	Iteration 28Q: 3 clusters Score -776848.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -776855.000000 Penalty: 2955.304443
	Iteration 29Q: 3 clusters Score -776855 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -776855.625000 Penalty: 2955.304443
	Iteration 30Q: 3 clusters Score -776855.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -776859.875000 Penalty: 2955.304443
	Iteration 31Q: 3 clusters Score -776859.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -776859.250000 Penalty: 2955.304443
	Iteration 32Q: 3 clusters Score -776859.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -776861.125000 Penalty: 2955.304443
	Iteration 33Q: 3 clusters Score -776861.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -776860.562500 Penalty: 2955.304443
	Iteration 34Q: 3 clusters Score -776860.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -776860.562500 Penalty: 2955.304443
	Iteration 35F: 3 clusters Score -776860.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Entering Unmasked Estep 
Score: -2067883.625000 Penalty: 1630.230591
	Iteration 0F: 2 clusters Score -2067884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2052387.500000 Penalty: 3260.461182
	Iteration 0F: 3 clusters Score -2052388 nChanged 10434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2058156.000000 Penalty: 3260.461182
	Iteration 1F: 3 clusters Score -2058156 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -2058582.625000 Penalty: 3260.461182
	Iteration 2Q: 3 clusters Score -2058583 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -2059129.125000 Penalty: 3260.461182
	Iteration 3F: 3 clusters Score -2059129 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2059941.000000 Penalty: 3260.461182
	Iteration 4F: 3 clusters Score -2059941 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -2061054.875000 Penalty: 3260.461182
	Iteration 5F: 3 clusters Score -2061055 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2062316.000000 Penalty: 3260.461182
	Iteration 6F: 3 clusters Score -2062316 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2063430.875000 Penalty: 3260.461182
	Iteration 7F: 3 clusters Score -2063431 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -2064256.750000 Penalty: 3260.461182
	Iteration 8Q: 3 clusters Score -2064257 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2064792.250000 Penalty: 3260.461182
	Iteration 9Q: 3 clusters Score -2064792 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2065083.500000 Penalty: 3260.461182
	Iteration 10Q: 3 clusters Score -2065084 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2065265.125000 Penalty: 3260.461182
	Iteration 11Q: 3 clusters Score -2065265 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2065397.500000 Penalty: 3260.461182
	Iteration 12Q: 3 clusters Score -2065398 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2065493.750000 Penalty: 3260.461182
	Iteration 13Q: 3 clusters Score -2065494 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -2065584.625000 Penalty: 3260.461182
	Iteration 14Q: 3 clusters Score -2065585 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -2065679.250000 Penalty: 3260.461182
	Iteration 15Q: 3 clusters Score -2065679 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -2065777.250000 Penalty: 3260.461182
	Iteration 16Q: 3 clusters Score -2065777 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2065850.250000 Penalty: 3260.461182
	Iteration 17Q: 3 clusters Score -2065850 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2065913.875000 Penalty: 3260.461182
	Iteration 18Q: 3 clusters Score -2065914 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2065984.625000 Penalty: 3260.461182
	Iteration 19Q: 3 clusters Score -2065985 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -2066052.250000 Penalty: 3260.461182
	Iteration 20F: 3 clusters Score -2066052 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2066110.000000 Penalty: 3260.461182
	Iteration 21Q: 3 clusters Score -2066110 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2066181.375000 Penalty: 3260.461182
	Iteration 22Q: 3 clusters Score -2066181 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2066234.375000 Penalty: 3260.461182
	Iteration 23Q: 3 clusters Score -2066234 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -2066272.500000 Penalty: 3260.461182
	Iteration 24Q: 3 clusters Score -2066272 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2066322.375000 Penalty: 3260.461182
	Iteration 25Q: 3 clusters Score -2066322 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2066364.875000 Penalty: 3260.461182
	Iteration 26Q: 3 clusters Score -2066365 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2066394.875000 Penalty: 3260.461182
	Iteration 27Q: 3 clusters Score -2066395 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -2066424.625000 Penalty: 3260.461182
	Iteration 28Q: 3 clusters Score -2066425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -2066452.250000 Penalty: 3260.461182
	Iteration 29Q: 3 clusters Score -2066452 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2066475.750000 Penalty: 3260.461182
	Iteration 30Q: 3 clusters Score -2066476 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2066490.750000 Penalty: 3260.461182
	Iteration 31Q: 3 clusters Score -2066491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2066506.000000 Penalty: 3260.461182
	Iteration 32Q: 3 clusters Score -2066506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -2066516.625000 Penalty: 3260.461182
	Iteration 33Q: 3 clusters Score -2066517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2066525.750000 Penalty: 3260.461182
	Iteration 34Q: 3 clusters Score -2066526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21899 members 
Entering Unmasked Estep 
Score: -2066533.000000 Penalty: 3260.461182
	Iteration 35Q: 3 clusters Score -2066533 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2066546.125000 Penalty: 3260.461182
	Iteration 36Q: 3 clusters Score -2066546 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2066554.500000 Penalty: 3260.461182
	Iteration 37Q: 3 clusters Score -2066554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -2066562.375000 Penalty: 3260.461182
	Iteration 38Q: 3 clusters Score -2066562 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2066572.125000 Penalty: 3260.461182
	Iteration 39Q: 3 clusters Score -2066572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -2066580.000000 Penalty: 3260.461182
	Iteration 40F: 3 clusters Score -2066580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -2066589.000000 Penalty: 3260.461182
	Iteration 41Q: 3 clusters Score -2066589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -2066594.000000 Penalty: 3260.461182
	Iteration 42Q: 3 clusters Score -2066594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2066599.375000 Penalty: 3260.461182
	Iteration 43Q: 3 clusters Score -2066599 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
Score: -2066602.375000 Penalty: 3260.461182
	Iteration 44Q: 3 clusters Score -2066602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -2066604.375000 Penalty: 3260.461182
	Iteration 45Q: 3 clusters Score -2066604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2066604.250000 Penalty: 3260.461182
	Iteration 46Q: 3 clusters Score -2066604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2066608.000000 Penalty: 3260.461182
	Iteration 47Q: 3 clusters Score -2066608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2066607.250000 Penalty: 3260.461182
	Iteration 48Q: 3 clusters Score -2066607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2066605.125000 Penalty: 3260.461182
	Iteration 49Q: 3 clusters Score -2066605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2066604.625000 Penalty: 3260.461182
	Iteration 50Q: 3 clusters Score -2066605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2066606.125000 Penalty: 3260.461182
	Iteration 51Q: 3 clusters Score -2066606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2066606.125000 Penalty: 3260.461182
	Iteration 52F: 3 clusters Score -2066606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (12039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Entering Unmasked Estep 
Score: -1041345.250000 Penalty: 1526.834839
	Iteration 0F: 2 clusters Score -1041345 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1032891.187500 Penalty: 3053.669678
	Iteration 0F: 3 clusters Score -1032891 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1036097.937500 Penalty: 3053.669678
	Iteration 1F: 3 clusters Score -1036098 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1036613.125000 Penalty: 3053.669678
	Iteration 2F: 3 clusters Score -1036613 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1037172.625000 Penalty: 3053.669678
	Iteration 3F: 3 clusters Score -1037173 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1037707.812500 Penalty: 3053.669678
	Iteration 4F: 3 clusters Score -1037708 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1038210.875000 Penalty: 3053.669678
	Iteration 5F: 3 clusters Score -1038211 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1038610.187500 Penalty: 3053.669678
	Iteration 6F: 3 clusters Score -1038610 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1038878.562500 Penalty: 3053.669678
	Iteration 7Q: 3 clusters Score -1038879 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1039115.437500 Penalty: 3053.669678
	Iteration 8Q: 3 clusters Score -1039115 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1039321.937500 Penalty: 3053.669678
	Iteration 9Q: 3 clusters Score -1039322 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1039476.375000 Penalty: 3053.669678
	Iteration 10Q: 3 clusters Score -1039476 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1039609.000000 Penalty: 3053.669678
	Iteration 11Q: 3 clusters Score -1039609 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1039743.062500 Penalty: 3053.669678
	Iteration 12Q: 3 clusters Score -1039743 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1039888.562500 Penalty: 3053.669678
	Iteration 13Q: 3 clusters Score -1039889 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1040064.500000 Penalty: 3053.669678
	Iteration 14Q: 3 clusters Score -1040064 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1040284.875000 Penalty: 3053.669678
	Iteration 15Q: 3 clusters Score -1040285 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1040497.750000 Penalty: 3053.669678
	Iteration 16Q: 3 clusters Score -1040498 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1040671.250000 Penalty: 3053.669678
	Iteration 17Q: 3 clusters Score -1040671 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1040762.187500 Penalty: 3053.669678
	Iteration 18Q: 3 clusters Score -1040762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1040803.000000 Penalty: 3053.669678
	Iteration 19Q: 3 clusters Score -1040803 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1040833.562500 Penalty: 3053.669678
	Iteration 20F: 3 clusters Score -1040834 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1040845.250000 Penalty: 3053.669678
	Iteration 21Q: 3 clusters Score -1040845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1040852.625000 Penalty: 3053.669678
	Iteration 22Q: 3 clusters Score -1040853 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1040860.000000 Penalty: 3053.669678
	Iteration 23Q: 3 clusters Score -1040860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1040875.187500 Penalty: 3053.669678
	Iteration 24Q: 3 clusters Score -1040875 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1040883.750000 Penalty: 3053.669678
	Iteration 25Q: 3 clusters Score -1040884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1040888.312500 Penalty: 3053.669678
	Iteration 26Q: 3 clusters Score -1040888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1040891.937500 Penalty: 3053.669678
	Iteration 27Q: 3 clusters Score -1040892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1040892.625000 Penalty: 3053.669678
	Iteration 28Q: 3 clusters Score -1040893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1040894.062500 Penalty: 3053.669678
	Iteration 29Q: 3 clusters Score -1040894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1040897.250000 Penalty: 3053.669678
	Iteration 30Q: 3 clusters Score -1040897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1040900.375000 Penalty: 3053.669678
	Iteration 31Q: 3 clusters Score -1040900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1040899.812500 Penalty: 3053.669678
	Iteration 32Q: 3 clusters Score -1040900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1040899.750000 Penalty: 3053.669678
	Iteration 33Q: 3 clusters Score -1040900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1040900.187500 Penalty: 3053.669678
	Iteration 34Q: 3 clusters Score -1040900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1040900.187500 Penalty: 3053.669678
	Iteration 35F: 3 clusters Score -1040900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Entering Unmasked Estep 
Score: -13032450.000000 Penalty: 1937.297607
	Iteration 0F: 2 clusters Score -1.303245e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75185 members 
Mstep: Class 2 contains 75332 members 
Entering Unmasked Estep 
Score: -12931766.000000 Penalty: 3874.595215
	Iteration 0F: 3 clusters Score -1.293177e+07 nChanged 72377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75148 members 
Mstep: Class 2 contains 75369 members 
Entering Unmasked Estep 
Score: -12976992.000000 Penalty: 3874.595215
	Iteration 1F: 3 clusters Score -1.297699e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76451 members 
Mstep: Class 2 contains 74066 members 
Entering Unmasked Estep 
Score: -12981951.000000 Penalty: 3874.595215
	Iteration 2F: 3 clusters Score -1.298195e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 72388 members 
Entering Unmasked Estep 
Score: -12990222.000000 Penalty: 3874.595215
	Iteration 3F: 3 clusters Score -1.299022e+07 nChanged 12389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79862 members 
Mstep: Class 2 contains 70655 members 
Entering Unmasked Estep 
Score: -13000075.000000 Penalty: 3874.595215
	Iteration 4F: 3 clusters Score -1.300008e+07 nChanged 11768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -13007752.000000 Penalty: 3874.595215
	Iteration 5F: 3 clusters Score -1.300775e+07 nChanged 9404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 70151 members 
Entering Unmasked Estep 
Score: -13012937.000000 Penalty: 3874.595215
	Iteration 6F: 3 clusters Score -1.301294e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79330 members 
Mstep: Class 2 contains 71187 members 
Entering Unmasked Estep 
Score: -13016907.000000 Penalty: 3874.595215
	Iteration 7Q: 3 clusters Score -1.301691e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77879 members 
Mstep: Class 2 contains 72638 members 
Entering Unmasked Estep 
Score: -13020419.000000 Penalty: 3874.595215
	Iteration 8Q: 3 clusters Score -1.302042e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76276 members 
Mstep: Class 2 contains 74241 members 
Entering Unmasked Estep 
Score: -13024287.000000 Penalty: 3874.595215
	Iteration 9Q: 3 clusters Score -1.302429e+07 nChanged 5554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74652 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -13027309.000000 Penalty: 3874.595215
	Iteration 10Q: 3 clusters Score -1.302731e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73231 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -13028968.000000 Penalty: 3874.595215
	Iteration 11Q: 3 clusters Score -1.302897e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72064 members 
Mstep: Class 2 contains 78453 members 
Entering Unmasked Estep 
Score: -13029792.000000 Penalty: 3874.595215
	Iteration 12Q: 3 clusters Score -1.302979e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71068 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -13030254.000000 Penalty: 3874.595215
	Iteration 13Q: 3 clusters Score -1.303025e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70140 members 
Mstep: Class 2 contains 80377 members 
Entering Unmasked Estep 
Score: -13030495.000000 Penalty: 3874.595215
	Iteration 14Q: 3 clusters Score -1.30305e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -13030768.000000 Penalty: 3874.595215
	Iteration 15Q: 3 clusters Score -1.303077e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68437 members 
Mstep: Class 2 contains 82080 members 
Entering Unmasked Estep 
Score: -13030987.000000 Penalty: 3874.595215
	Iteration 16Q: 3 clusters Score -1.303099e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67602 members 
Mstep: Class 2 contains 82915 members 
Entering Unmasked Estep 
Score: -13031056.000000 Penalty: 3874.595215
	Iteration 17Q: 3 clusters Score -1.303106e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66816 members 
Mstep: Class 2 contains 83701 members 
Entering Unmasked Estep 
Score: -13031224.000000 Penalty: 3874.595215
	Iteration 18Q: 3 clusters Score -1.303122e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66037 members 
Mstep: Class 2 contains 84480 members 
Entering Unmasked Estep 
Score: -13031316.000000 Penalty: 3874.595215
	Iteration 19Q: 3 clusters Score -1.303132e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 85303 members 
Entering Unmasked Estep 
Score: -13031472.000000 Penalty: 3874.595215
	Iteration 20F: 3 clusters Score -1.303147e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64352 members 
Mstep: Class 2 contains 86165 members 
Entering Unmasked Estep 
Score: -13031574.000000 Penalty: 3874.595215
	Iteration 21Q: 3 clusters Score -1.303157e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63448 members 
Mstep: Class 2 contains 87069 members 
Entering Unmasked Estep 
Score: -13031707.000000 Penalty: 3874.595215
	Iteration 22Q: 3 clusters Score -1.303171e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -13031866.000000 Penalty: 3874.595215
	Iteration 23Q: 3 clusters Score -1.303187e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 89009 members 
Entering Unmasked Estep 
Score: -13032108.000000 Penalty: 3874.595215
	Iteration 24Q: 3 clusters Score -1.303211e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60335 members 
Mstep: Class 2 contains 90182 members 
Entering Unmasked Estep 
Score: -13032452.000000 Penalty: 3874.595215
	Iteration 25Q: 3 clusters Score -1.303245e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 91548 members 
Entering Unmasked Estep 
Score: -13033147.000000 Penalty: 3874.595215
	Iteration 26Q: 3 clusters Score -1.303315e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57471 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -13033960.000000 Penalty: 3874.595215
	Iteration 27Q: 3 clusters Score -1.303396e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55814 members 
Mstep: Class 2 contains 94703 members 
Entering Unmasked Estep 
Score: -13035013.000000 Penalty: 3874.595215
	Iteration 28Q: 3 clusters Score -1.303501e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 96335 members 
Entering Unmasked Estep 
Score: -13035810.000000 Penalty: 3874.595215
	Iteration 29Q: 3 clusters Score -1.303581e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52664 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -13036360.000000 Penalty: 3874.595215
	Iteration 30Q: 3 clusters Score -1.303636e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51298 members 
Mstep: Class 2 contains 99219 members 
Entering Unmasked Estep 
Score: -13036778.000000 Penalty: 3874.595215
	Iteration 31Q: 3 clusters Score -1.303678e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50068 members 
Mstep: Class 2 contains 100449 members 
Entering Unmasked Estep 
Score: -13037080.000000 Penalty: 3874.595215
	Iteration 32Q: 3 clusters Score -1.303708e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 101487 members 
Entering Unmasked Estep 
Score: -13037381.000000 Penalty: 3874.595215
	Iteration 33Q: 3 clusters Score -1.303738e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 102410 members 
Entering Unmasked Estep 
Score: -13037588.000000 Penalty: 3874.595215
	Iteration 34Q: 3 clusters Score -1.303759e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47279 members 
Mstep: Class 2 contains 103238 members 
Entering Unmasked Estep 
Score: -13037719.000000 Penalty: 3874.595215
	Iteration 35Q: 3 clusters Score -1.303772e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 103978 members 
Entering Unmasked Estep 
Score: -13037814.000000 Penalty: 3874.595215
	Iteration 36Q: 3 clusters Score -1.303781e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 104640 members 
Entering Unmasked Estep 
Score: -13037935.000000 Penalty: 3874.595215
	Iteration 37Q: 3 clusters Score -1.303794e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 105264 members 
Entering Unmasked Estep 
Score: -13038015.000000 Penalty: 3874.595215
	Iteration 38Q: 3 clusters Score -1.303802e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 105820 members 
Entering Unmasked Estep 
Score: -13038089.000000 Penalty: 3874.595215
	Iteration 39Q: 3 clusters Score -1.303809e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44183 members 
Mstep: Class 2 contains 106334 members 
Entering Unmasked Estep 
Score: -13038084.000000 Penalty: 3874.595215
	Iteration 40F: 3 clusters Score -1.303808e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 106780 members 
Entering Unmasked Estep 
Score: -13038103.000000 Penalty: 3874.595215
	Iteration 41Q: 3 clusters Score -1.30381e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 107183 members 
Entering Unmasked Estep 
Score: -13038155.000000 Penalty: 3874.595215
	Iteration 42Q: 3 clusters Score -1.303816e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42980 members 
Mstep: Class 2 contains 107537 members 
Entering Unmasked Estep 
Score: -13038201.000000 Penalty: 3874.595215
	Iteration 43Q: 3 clusters Score -1.30382e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42644 members 
Mstep: Class 2 contains 107873 members 
Entering Unmasked Estep 
Score: -13038225.000000 Penalty: 3874.595215
	Iteration 44Q: 3 clusters Score -1.303822e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 108175 members 
Entering Unmasked Estep 
Score: -13038250.000000 Penalty: 3874.595215
	Iteration 45Q: 3 clusters Score -1.303825e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 108469 members 
Entering Unmasked Estep 
Score: -13038299.000000 Penalty: 3874.595215
	Iteration 46Q: 3 clusters Score -1.30383e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 108723 members 
Entering Unmasked Estep 
Score: -13038287.000000 Penalty: 3874.595215
	Iteration 47Q: 3 clusters Score -1.303829e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41574 members 
Mstep: Class 2 contains 108943 members 
Entering Unmasked Estep 
Score: -13038337.000000 Penalty: 3874.595215
	Iteration 48Q: 3 clusters Score -1.303834e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41357 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -13038350.000000 Penalty: 3874.595215
	Iteration 49Q: 3 clusters Score -1.303835e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41147 members 
Mstep: Class 2 contains 109370 members 
Entering Unmasked Estep 
Score: -13038350.000000 Penalty: 3874.595215
	Iteration 50Q: 3 clusters Score -1.303835e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 109592 members 
Entering Unmasked Estep 
Score: -13038365.000000 Penalty: 3874.595215
	Iteration 51Q: 3 clusters Score -1.303836e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 109818 members 
Entering Unmasked Estep 
Score: -13038357.000000 Penalty: 3874.595215
	Iteration 52Q: 3 clusters Score -1.303836e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 110028 members 
Entering Unmasked Estep 
Score: -13038409.000000 Penalty: 3874.595215
	Iteration 53Q: 3 clusters Score -1.303841e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 110225 members 
Entering Unmasked Estep 
Score: -13038432.000000 Penalty: 3874.595215
	Iteration 54Q: 3 clusters Score -1.303843e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40119 members 
Mstep: Class 2 contains 110398 members 
Entering Unmasked Estep 
Score: -13038427.000000 Penalty: 3874.595215
	Iteration 55Q: 3 clusters Score -1.303843e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 110555 members 
Entering Unmasked Estep 
Score: -13038405.000000 Penalty: 3874.595215
	Iteration 56Q: 3 clusters Score -1.30384e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39796 members 
Mstep: Class 2 contains 110721 members 
Entering Unmasked Estep 
Score: -13038394.000000 Penalty: 3874.595215
	Iteration 57Q: 3 clusters Score -1.303839e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39630 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
Score: -13038404.000000 Penalty: 3874.595215
	Iteration 58Q: 3 clusters Score -1.30384e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 111046 members 
Entering Unmasked Estep 
Score: -13038407.000000 Penalty: 3874.595215
	Iteration 59Q: 3 clusters Score -1.303841e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 111192 members 
Entering Unmasked Estep 
Score: -13038415.000000 Penalty: 3874.595215
	Iteration 60F: 3 clusters Score -1.303842e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39190 members 
Mstep: Class 2 contains 111327 members 
Entering Unmasked Estep 
Score: -13038425.000000 Penalty: 3874.595215
	Iteration 61Q: 3 clusters Score -1.303842e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 111470 members 
Entering Unmasked Estep 
Score: -13038395.000000 Penalty: 3874.595215
	Iteration 62Q: 3 clusters Score -1.30384e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 111613 members 
Entering Unmasked Estep 
Score: -13038449.000000 Penalty: 3874.595215
	Iteration 63Q: 3 clusters Score -1.303845e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38755 members 
Mstep: Class 2 contains 111762 members 
Entering Unmasked Estep 
Score: -13038440.000000 Penalty: 3874.595215
	Iteration 64Q: 3 clusters Score -1.303844e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38631 members 
Mstep: Class 2 contains 111886 members 
Entering Unmasked Estep 
Score: -13038432.000000 Penalty: 3874.595215
	Iteration 65Q: 3 clusters Score -1.303843e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 112001 members 
Entering Unmasked Estep 
Score: -13038423.000000 Penalty: 3874.595215
	Iteration 66Q: 3 clusters Score -1.303842e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 112100 members 
Entering Unmasked Estep 
Score: -13038412.000000 Penalty: 3874.595215
	Iteration 67Q: 3 clusters Score -1.303841e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 112204 members 
Entering Unmasked Estep 
Score: -13038440.000000 Penalty: 3874.595215
	Iteration 68Q: 3 clusters Score -1.303844e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 112308 members 
Entering Unmasked Estep 
Score: -13038430.000000 Penalty: 3874.595215
	Iteration 69Q: 3 clusters Score -1.303843e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 112397 members 
Entering Unmasked Estep 
Score: -13038421.000000 Penalty: 3874.595215
	Iteration 70Q: 3 clusters Score -1.303842e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38033 members 
Mstep: Class 2 contains 112484 members 
Entering Unmasked Estep 
Score: -13038427.000000 Penalty: 3874.595215
	Iteration 71Q: 3 clusters Score -1.303843e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 112567 members 
Entering Unmasked Estep 
Score: -13038456.000000 Penalty: 3874.595215
	Iteration 72Q: 3 clusters Score -1.303846e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 112652 members 
Entering Unmasked Estep 
Score: -13038461.000000 Penalty: 3874.595215
	Iteration 73Q: 3 clusters Score -1.303846e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 112721 members 
Entering Unmasked Estep 
Score: -13038462.000000 Penalty: 3874.595215
	Iteration 74Q: 3 clusters Score -1.303846e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 112781 members 
Entering Unmasked Estep 
Score: -13038436.000000 Penalty: 3874.595215
	Iteration 75Q: 3 clusters Score -1.303844e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37663 members 
Mstep: Class 2 contains 112854 members 
Entering Unmasked Estep 
Score: -13038451.000000 Penalty: 3874.595215
	Iteration 76Q: 3 clusters Score -1.303845e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37602 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -13038455.000000 Penalty: 3874.595215
	Iteration 77Q: 3 clusters Score -1.303846e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37532 members 
Mstep: Class 2 contains 112985 members 
Entering Unmasked Estep 
Score: -13038441.000000 Penalty: 3874.595215
	Iteration 78Q: 3 clusters Score -1.303844e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 113047 members 
Entering Unmasked Estep 
Score: -13038436.000000 Penalty: 3874.595215
	Iteration 79Q: 3 clusters Score -1.303844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 113098 members 
Entering Unmasked Estep 
Score: -13038460.000000 Penalty: 3874.595215
	Iteration 80F: 3 clusters Score -1.303846e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37380 members 
Mstep: Class 2 contains 113137 members 
Entering Unmasked Estep 
Score: -13038443.000000 Penalty: 3874.595215
	Iteration 81Q: 3 clusters Score -1.303844e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 113177 members 
Entering Unmasked Estep 
Score: -13038439.000000 Penalty: 3874.595215
	Iteration 82Q: 3 clusters Score -1.303844e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 113226 members 
Entering Unmasked Estep 
Score: -13038477.000000 Penalty: 3874.595215
	Iteration 83Q: 3 clusters Score -1.303848e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 113279 members 
Entering Unmasked Estep 
Score: -13038477.000000 Penalty: 3874.595215
	Iteration 84Q: 3 clusters Score -1.303848e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 113335 members 
Entering Unmasked Estep 
Score: -13038479.000000 Penalty: 3874.595215
	Iteration 85Q: 3 clusters Score -1.303848e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 113385 members 
Entering Unmasked Estep 
Score: -13038469.000000 Penalty: 3874.595215
	Iteration 86Q: 3 clusters Score -1.303847e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37092 members 
Mstep: Class 2 contains 113425 members 
Entering Unmasked Estep 
Score: -13038467.000000 Penalty: 3874.595215
	Iteration 87Q: 3 clusters Score -1.303847e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 113464 members 
Entering Unmasked Estep 
Score: -13038461.000000 Penalty: 3874.595215
	Iteration 88Q: 3 clusters Score -1.303846e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 113499 members 
Entering Unmasked Estep 
Score: -13038465.000000 Penalty: 3874.595215
	Iteration 89Q: 3 clusters Score -1.303846e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 113537 members 
Entering Unmasked Estep 
Score: -13038444.000000 Penalty: 3874.595215
	Iteration 90Q: 3 clusters Score -1.303844e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36943 members 
Mstep: Class 2 contains 113574 members 
Entering Unmasked Estep 
Score: -13038440.000000 Penalty: 3874.595215
	Iteration 91Q: 3 clusters Score -1.303844e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36906 members 
Mstep: Class 2 contains 113611 members 
Entering Unmasked Estep 
Score: -13038448.000000 Penalty: 3874.595215
	Iteration 92Q: 3 clusters Score -1.303845e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 113644 members 
Entering Unmasked Estep 
Score: -13038440.000000 Penalty: 3874.595215
	Iteration 93Q: 3 clusters Score -1.303844e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 113685 members 
Entering Unmasked Estep 
Score: -13038466.000000 Penalty: 3874.595215
	Iteration 94Q: 3 clusters Score -1.303847e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 113723 members 
Entering Unmasked Estep 
Score: -13038459.000000 Penalty: 3874.595215
	Iteration 95Q: 3 clusters Score -1.303846e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36764 members 
Mstep: Class 2 contains 113753 members 
Entering Unmasked Estep 
Score: -13038425.000000 Penalty: 3874.595215
	Iteration 96Q: 3 clusters Score -1.303842e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 113782 members 
Entering Unmasked Estep 
Score: -13038447.000000 Penalty: 3874.595215
	Iteration 97Q: 3 clusters Score -1.303845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 113807 members 
Entering Unmasked Estep 
Score: -13038458.000000 Penalty: 3874.595215
	Iteration 98Q: 3 clusters Score -1.303846e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36690 members 
Mstep: Class 2 contains 113827 members 
Entering Unmasked Estep 
Score: -13038446.000000 Penalty: 3874.595215
	Iteration 99Q: 3 clusters Score -1.303845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 113843 members 
Entering Unmasked Estep 
Score: -13038439.000000 Penalty: 3874.595215
	Iteration 100F: 3 clusters Score -1.303844e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 113861 members 
Entering Unmasked Estep 
Score: -13038439.000000 Penalty: 3874.595215
	Iteration 101Q: 3 clusters Score -1.303844e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36633 members 
Mstep: Class 2 contains 113884 members 
Entering Unmasked Estep 
Score: -13038442.000000 Penalty: 3874.595215
	Iteration 102Q: 3 clusters Score -1.303844e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 113903 members 
Entering Unmasked Estep 
Score: -13038448.000000 Penalty: 3874.595215
	Iteration 103Q: 3 clusters Score -1.303845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 113919 members 
Entering Unmasked Estep 
Score: -13038444.000000 Penalty: 3874.595215
	Iteration 104Q: 3 clusters Score -1.303844e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 113931 members 
Entering Unmasked Estep 
Score: -13038462.000000 Penalty: 3874.595215
	Iteration 105Q: 3 clusters Score -1.303846e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36566 members 
Mstep: Class 2 contains 113951 members 
Entering Unmasked Estep 
Score: -13038464.000000 Penalty: 3874.595215
	Iteration 106Q: 3 clusters Score -1.303846e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 113975 members 
Entering Unmasked Estep 
Score: -13038470.000000 Penalty: 3874.595215
	Iteration 107Q: 3 clusters Score -1.303847e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 113997 members 
Entering Unmasked Estep 
Score: -13038464.000000 Penalty: 3874.595215
	Iteration 108Q: 3 clusters Score -1.303846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36488 members 
Mstep: Class 2 contains 114029 members 
Entering Unmasked Estep 
Score: -13038456.000000 Penalty: 3874.595215
	Iteration 109Q: 3 clusters Score -1.303846e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36454 members 
Mstep: Class 2 contains 114063 members 
Entering Unmasked Estep 
Score: -13038424.000000 Penalty: 3874.595215
	Iteration 110Q: 3 clusters Score -1.303842e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36428 members 
Mstep: Class 2 contains 114089 members 
Entering Unmasked Estep 
Score: -13038429.000000 Penalty: 3874.595215
	Iteration 111Q: 3 clusters Score -1.303843e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36400 members 
Mstep: Class 2 contains 114117 members 
Entering Unmasked Estep 
Score: -13038432.000000 Penalty: 3874.595215
	Iteration 112Q: 3 clusters Score -1.303843e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 114137 members 
Entering Unmasked Estep 
Score: -13038437.000000 Penalty: 3874.595215
	Iteration 113Q: 3 clusters Score -1.303844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -13038430.000000 Penalty: 3874.595215
	Iteration 114Q: 3 clusters Score -1.303843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 114169 members 
Entering Unmasked Estep 
Score: -13038426.000000 Penalty: 3874.595215
	Iteration 115Q: 3 clusters Score -1.303843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 114182 members 
Entering Unmasked Estep 
Score: -13038414.000000 Penalty: 3874.595215
	Iteration 116Q: 3 clusters Score -1.303841e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 114188 members 
Entering Unmasked Estep 
Score: -13038425.000000 Penalty: 3874.595215
	Iteration 117Q: 3 clusters Score -1.303842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36322 members 
Mstep: Class 2 contains 114195 members 
Entering Unmasked Estep 
Score: -13038424.000000 Penalty: 3874.595215
	Iteration 118Q: 3 clusters Score -1.303842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 114200 members 
Entering Unmasked Estep 
Score: -13038419.000000 Penalty: 3874.595215
	Iteration 119Q: 3 clusters Score -1.303842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 114206 members 
Entering Unmasked Estep 
Score: -13038423.000000 Penalty: 3874.595215
	Iteration 120F: 3 clusters Score -1.303842e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 114213 members 
Entering Unmasked Estep 
Score: -13038419.000000 Penalty: 3874.595215
	Iteration 121Q: 3 clusters Score -1.303842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 114217 members 
Entering Unmasked Estep 
Score: -13038418.000000 Penalty: 3874.595215
	Iteration 122Q: 3 clusters Score -1.303842e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36294 members 
Mstep: Class 2 contains 114223 members 
Entering Unmasked Estep 
Score: -13038415.000000 Penalty: 3874.595215
	Iteration 123Q: 3 clusters Score -1.303842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 114228 members 
Entering Unmasked Estep 
Score: -13038420.000000 Penalty: 3874.595215
	Iteration 124Q: 3 clusters Score -1.303842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 114230 members 
Entering Unmasked Estep 
Score: -13038416.000000 Penalty: 3874.595215
	Iteration 125Q: 3 clusters Score -1.303842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -13038410.000000 Penalty: 3874.595215
	Iteration 126Q: 3 clusters Score -1.303841e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 114238 members 
Entering Unmasked Estep 
Score: -13038422.000000 Penalty: 3874.595215
	Iteration 127Q: 3 clusters Score -1.303842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -13038427.000000 Penalty: 3874.595215
	Iteration 128Q: 3 clusters Score -1.303843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 114243 members 
Entering Unmasked Estep 
Score: -13038427.000000 Penalty: 3874.595215
	Iteration 129F: 3 clusters Score -1.303843e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 25193 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Entering Unmasked Estep 
Score: -40812276.000000 Penalty: 55320.492188
Splitting cluster 10 changes total score from -40782104.000000 to -40812276.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (25193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25193 members 
Entering Unmasked Estep 
Score: -2200767.500000 Penalty: 1646.827148
	Iteration 0F: 2 clusters Score -2200768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -2183705.000000 Penalty: 3293.654297
	Iteration 0F: 3 clusters Score -2183705 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2190305.750000 Penalty: 3293.654297
	Iteration 1F: 3 clusters Score -2190306 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -2191061.250000 Penalty: 3293.654297
	Iteration 2F: 3 clusters Score -2191061 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -2192156.500000 Penalty: 3293.654297
	Iteration 3F: 3 clusters Score -2192156 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -2194086.000000 Penalty: 3293.654297
	Iteration 4F: 3 clusters Score -2194086 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2197347.500000 Penalty: 3293.654297
	Iteration 5F: 3 clusters Score -2197348 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2202086.500000 Penalty: 3293.654297
	Iteration 6F: 3 clusters Score -2202086 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2205955.500000 Penalty: 3293.654297
	Iteration 7F: 3 clusters Score -2205956 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -2207709.500000 Penalty: 3293.654297
	Iteration 8F: 3 clusters Score -2207710 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2208471.000000 Penalty: 3293.654297
	Iteration 9Q: 3 clusters Score -2208471 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2208849.250000 Penalty: 3293.654297
	Iteration 10Q: 3 clusters Score -2208849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2209082.750000 Penalty: 3293.654297
	Iteration 11Q: 3 clusters Score -2209083 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2209242.750000 Penalty: 3293.654297
	Iteration 12Q: 3 clusters Score -2209243 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2209356.500000 Penalty: 3293.654297
	Iteration 13Q: 3 clusters Score -2209356 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2209459.250000 Penalty: 3293.654297
	Iteration 14Q: 3 clusters Score -2209459 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -2209526.000000 Penalty: 3293.654297
	Iteration 15Q: 3 clusters Score -2209526 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -2209564.750000 Penalty: 3293.654297
	Iteration 16Q: 3 clusters Score -2209565 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -2209597.250000 Penalty: 3293.654297
	Iteration 17Q: 3 clusters Score -2209597 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -2209618.750000 Penalty: 3293.654297
	Iteration 18Q: 3 clusters Score -2209619 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -2209640.500000 Penalty: 3293.654297
	Iteration 19Q: 3 clusters Score -2209640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2209635.250000 Penalty: 3293.654297
	Iteration 20F: 3 clusters Score -2209635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2209646.000000 Penalty: 3293.654297
	Iteration 21Q: 3 clusters Score -2209646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2209647.250000 Penalty: 3293.654297
	Iteration 22Q: 3 clusters Score -2209647 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -2209646.500000 Penalty: 3293.654297
	Iteration 23Q: 3 clusters Score -2209646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -2209647.000000 Penalty: 3293.654297
	Iteration 24Q: 3 clusters Score -2209647 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -2209647.250000 Penalty: 3293.654297
	Iteration 25Q: 3 clusters Score -2209647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2209650.250000 Penalty: 3293.654297
	Iteration 26Q: 3 clusters Score -2209650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2209647.000000 Penalty: 3293.654297
	Iteration 27Q: 3 clusters Score -2209647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2209648.750000 Penalty: 3293.654297
	Iteration 28Q: 3 clusters Score -2209649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2209648.750000 Penalty: 3293.654297
	Iteration 29F: 3 clusters Score -2209649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 31046 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Entering Unmasked Estep 
Score: -40820628.000000 Penalty: 57448.203125
Splitting cluster 11 changes total score from -40782104.000000 to -40820628.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (31046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Entering Unmasked Estep 
Score: -2742434.500000 Penalty: 1680.774170
	Iteration 0F: 2 clusters Score -2742434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2721650.500000 Penalty: 3361.548340
	Iteration 0F: 3 clusters Score -2721650 nChanged 14270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2731067.750000 Penalty: 3361.548340
	Iteration 1F: 3 clusters Score -2731068 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2734937.500000 Penalty: 3361.548340
	Iteration 2F: 3 clusters Score -2734938 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2739650.250000 Penalty: 3361.548340
	Iteration 3F: 3 clusters Score -2739650 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -2743049.500000 Penalty: 3361.548340
	Iteration 4F: 3 clusters Score -2743050 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -2744786.500000 Penalty: 3361.548340
	Iteration 5F: 3 clusters Score -2744786 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2745499.250000 Penalty: 3361.548340
	Iteration 6Q: 3 clusters Score -2745499 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -2745831.250000 Penalty: 3361.548340
	Iteration 7Q: 3 clusters Score -2745831 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -2746054.750000 Penalty: 3361.548340
	Iteration 8Q: 3 clusters Score -2746055 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2746184.250000 Penalty: 3361.548340
	Iteration 9Q: 3 clusters Score -2746184 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -2746267.000000 Penalty: 3361.548340
	Iteration 10Q: 3 clusters Score -2746267 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2746306.250000 Penalty: 3361.548340
	Iteration 11Q: 3 clusters Score -2746306 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -2746352.500000 Penalty: 3361.548340
	Iteration 12Q: 3 clusters Score -2746352 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2746371.250000 Penalty: 3361.548340
	Iteration 13Q: 3 clusters Score -2746371 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2746369.750000 Penalty: 3361.548340
	Iteration 14Q: 3 clusters Score -2746370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2746378.250000 Penalty: 3361.548340
	Iteration 15Q: 3 clusters Score -2746378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2746382.500000 Penalty: 3361.548340
	Iteration 16Q: 3 clusters Score -2746382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -2746384.000000 Penalty: 3361.548340
	Iteration 17Q: 3 clusters Score -2746384 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2746387.500000 Penalty: 3361.548340
	Iteration 18Q: 3 clusters Score -2746388 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2746387.500000 Penalty: 3361.548340
	Iteration 19Q: 3 clusters Score -2746388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27702 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -2746384.500000 Penalty: 3361.548340
	Iteration 20F: 3 clusters Score -2746384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27726 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2746390.250000 Penalty: 3361.548340
	Iteration 21Q: 3 clusters Score -2746390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -2746390.500000 Penalty: 3361.548340
	Iteration 22Q: 3 clusters Score -2746390 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27753 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2746395.000000 Penalty: 3361.548340
	Iteration 23Q: 3 clusters Score -2746395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2746396.750000 Penalty: 3361.548340
	Iteration 24Q: 3 clusters Score -2746397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2746398.750000 Penalty: 3361.548340
	Iteration 25Q: 3 clusters Score -2746399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27766 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2746397.750000 Penalty: 3361.548340
	Iteration 26Q: 3 clusters Score -2746398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -2746396.750000 Penalty: 3361.548340
	Iteration 27Q: 3 clusters Score -2746397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27768 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2746396.750000 Penalty: 3361.548340
	Iteration 28Q: 3 clusters Score -2746397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2746399.000000 Penalty: 3361.548340
	Iteration 29Q: 3 clusters Score -2746399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2746401.000000 Penalty: 3361.548340
	Iteration 30Q: 3 clusters Score -2746401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2746400.500000 Penalty: 3361.548340
	Iteration 31Q: 3 clusters Score -2746400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2746397.500000 Penalty: 3361.548340
	Iteration 32Q: 3 clusters Score -2746398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -2746399.250000 Penalty: 3361.548340
	Iteration 33Q: 3 clusters Score -2746399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27781 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2746401.250000 Penalty: 3361.548340
	Iteration 34Q: 3 clusters Score -2746401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2746401.000000 Penalty: 3361.548340
	Iteration 35Q: 3 clusters Score -2746401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2746400.750000 Penalty: 3361.548340
	Iteration 36Q: 3 clusters Score -2746401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27784 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -2746400.750000 Penalty: 3361.548340
	Iteration 37F: 3 clusters Score -2746401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 21167 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Entering Unmasked Estep 
Score: -40824232.000000 Penalty: 59575.914062
Splitting cluster 12 changes total score from -40782104.000000 to -40824232.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (21167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Entering Unmasked Estep 
Score: -1821822.625000 Penalty: 1618.532227
	Iteration 0F: 2 clusters Score -1821823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1807536.125000 Penalty: 3237.064453
	Iteration 0F: 3 clusters Score -1807536 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -1813526.625000 Penalty: 3237.064453
	Iteration 1F: 3 clusters Score -1813527 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -1814874.000000 Penalty: 3237.064453
	Iteration 2F: 3 clusters Score -1814874 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1816419.000000 Penalty: 3237.064453
	Iteration 3F: 3 clusters Score -1816419 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1818198.250000 Penalty: 3237.064453
	Iteration 4F: 3 clusters Score -1818198 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -1819570.250000 Penalty: 3237.064453
	Iteration 5F: 3 clusters Score -1819570 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1820340.000000 Penalty: 3237.064453
	Iteration 6F: 3 clusters Score -1820340 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1820766.500000 Penalty: 3237.064453
	Iteration 7Q: 3 clusters Score -1820766 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -1821119.750000 Penalty: 3237.064453
	Iteration 8Q: 3 clusters Score -1821120 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1821535.750000 Penalty: 3237.064453
	Iteration 9Q: 3 clusters Score -1821536 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1821888.625000 Penalty: 3237.064453
	Iteration 10Q: 3 clusters Score -1821889 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1822164.750000 Penalty: 3237.064453
	Iteration 11Q: 3 clusters Score -1822165 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -1822331.000000 Penalty: 3237.064453
	Iteration 12Q: 3 clusters Score -1822331 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -1822439.875000 Penalty: 3237.064453
	Iteration 13Q: 3 clusters Score -1822440 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -1822499.500000 Penalty: 3237.064453
	Iteration 14Q: 3 clusters Score -1822500 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -1822527.500000 Penalty: 3237.064453
	Iteration 15Q: 3 clusters Score -1822528 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -1822551.000000 Penalty: 3237.064453
	Iteration 16Q: 3 clusters Score -1822551 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1822564.750000 Penalty: 3237.064453
	Iteration 17Q: 3 clusters Score -1822565 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1822572.375000 Penalty: 3237.064453
	Iteration 18Q: 3 clusters Score -1822572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1822585.875000 Penalty: 3237.064453
	Iteration 19Q: 3 clusters Score -1822586 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1822596.750000 Penalty: 3237.064453
	Iteration 20F: 3 clusters Score -1822597 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -1822597.750000 Penalty: 3237.064453
	Iteration 21Q: 3 clusters Score -1822598 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1822594.875000 Penalty: 3237.064453
	Iteration 22Q: 3 clusters Score -1822595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -1822601.625000 Penalty: 3237.064453
	Iteration 23Q: 3 clusters Score -1822602 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -1822608.375000 Penalty: 3237.064453
	Iteration 24Q: 3 clusters Score -1822608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1822613.125000 Penalty: 3237.064453
	Iteration 25Q: 3 clusters Score -1822613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1822614.250000 Penalty: 3237.064453
	Iteration 26Q: 3 clusters Score -1822614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -1822617.375000 Penalty: 3237.064453
	Iteration 27Q: 3 clusters Score -1822617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1822614.250000 Penalty: 3237.064453
	Iteration 28Q: 3 clusters Score -1822614 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -1822615.750000 Penalty: 3237.064453
	Iteration 29Q: 3 clusters Score -1822616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -1822614.750000 Penalty: 3237.064453
	Iteration 30Q: 3 clusters Score -1822615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1822620.375000 Penalty: 3237.064453
	Iteration 31Q: 3 clusters Score -1822620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1822620.750000 Penalty: 3237.064453
	Iteration 32Q: 3 clusters Score -1822621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1822622.500000 Penalty: 3237.064453
	Iteration 33Q: 3 clusters Score -1822622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1822620.750000 Penalty: 3237.064453
	Iteration 34Q: 3 clusters Score -1822621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1822620.375000 Penalty: 3237.064453
	Iteration 35Q: 3 clusters Score -1822620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -1822617.875000 Penalty: 3237.064453
	Iteration 36Q: 3 clusters Score -1822618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1822620.375000 Penalty: 3237.064453
	Iteration 37Q: 3 clusters Score -1822620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1822617.625000 Penalty: 3237.064453
	Iteration 38Q: 3 clusters Score -1822618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1822617.625000 Penalty: 3237.064453
	Iteration 39F: 3 clusters Score -1822618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 20280 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Entering Unmasked Estep 
Score: -40824468.000000 Penalty: 61703.628906
Splitting cluster 13 changes total score from -40782104.000000 to -40824468.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (20280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Entering Unmasked Estep 
Score: -1751561.125000 Penalty: 1611.576050
	Iteration 0F: 2 clusters Score -1751561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1737816.750000 Penalty: 3223.152100
	Iteration 0F: 3 clusters Score -1737817 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1743398.875000 Penalty: 3223.152100
	Iteration 1F: 3 clusters Score -1743399 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1744492.250000 Penalty: 3223.152100
	Iteration 2F: 3 clusters Score -1744492 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1746072.500000 Penalty: 3223.152100
	Iteration 3F: 3 clusters Score -1746072 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1748042.500000 Penalty: 3223.152100
	Iteration 4F: 3 clusters Score -1748042 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1749984.500000 Penalty: 3223.152100
	Iteration 5F: 3 clusters Score -1749984 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1751277.500000 Penalty: 3223.152100
	Iteration 6F: 3 clusters Score -1751278 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1752100.625000 Penalty: 3223.152100
	Iteration 7F: 3 clusters Score -1752101 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1752675.375000 Penalty: 3223.152100
	Iteration 8Q: 3 clusters Score -1752675 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1753165.500000 Penalty: 3223.152100
	Iteration 9Q: 3 clusters Score -1753166 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1753438.875000 Penalty: 3223.152100
	Iteration 10Q: 3 clusters Score -1753439 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1753594.750000 Penalty: 3223.152100
	Iteration 11Q: 3 clusters Score -1753595 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -1753683.875000 Penalty: 3223.152100
	Iteration 12Q: 3 clusters Score -1753684 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -1753789.750000 Penalty: 3223.152100
	Iteration 13Q: 3 clusters Score -1753790 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1753897.000000 Penalty: 3223.152100
	Iteration 14Q: 3 clusters Score -1753897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1753990.125000 Penalty: 3223.152100
	Iteration 15Q: 3 clusters Score -1753990 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1754111.375000 Penalty: 3223.152100
	Iteration 16Q: 3 clusters Score -1754111 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1754229.625000 Penalty: 3223.152100
	Iteration 17Q: 3 clusters Score -1754230 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1754339.375000 Penalty: 3223.152100
	Iteration 18Q: 3 clusters Score -1754339 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1754416.125000 Penalty: 3223.152100
	Iteration 19Q: 3 clusters Score -1754416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1754512.875000 Penalty: 3223.152100
	Iteration 20F: 3 clusters Score -1754513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1754616.375000 Penalty: 3223.152100
	Iteration 21Q: 3 clusters Score -1754616 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -1754675.500000 Penalty: 3223.152100
	Iteration 22Q: 3 clusters Score -1754676 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1754747.250000 Penalty: 3223.152100
	Iteration 23Q: 3 clusters Score -1754747 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1754780.000000 Penalty: 3223.152100
	Iteration 24Q: 3 clusters Score -1754780 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1754808.500000 Penalty: 3223.152100
	Iteration 25Q: 3 clusters Score -1754808 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -1754818.125000 Penalty: 3223.152100
	Iteration 26Q: 3 clusters Score -1754818 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -1754825.750000 Penalty: 3223.152100
	Iteration 27Q: 3 clusters Score -1754826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1754827.125000 Penalty: 3223.152100
	Iteration 28Q: 3 clusters Score -1754827 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 11360 members 
Entering Unmasked Estep 
Score: -1754835.875000 Penalty: 3223.152100
	Iteration 29Q: 3 clusters Score -1754836 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1754842.250000 Penalty: 3223.152100
	Iteration 30Q: 3 clusters Score -1754842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1754852.750000 Penalty: 3223.152100
	Iteration 31Q: 3 clusters Score -1754853 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1754851.500000 Penalty: 3223.152100
	Iteration 32Q: 3 clusters Score -1754852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -1754852.500000 Penalty: 3223.152100
	Iteration 33Q: 3 clusters Score -1754852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -1754857.625000 Penalty: 3223.152100
	Iteration 34Q: 3 clusters Score -1754858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -1754859.000000 Penalty: 3223.152100
	Iteration 35Q: 3 clusters Score -1754859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1754857.875000 Penalty: 3223.152100
	Iteration 36Q: 3 clusters Score -1754858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1754858.125000 Penalty: 3223.152100
	Iteration 37Q: 3 clusters Score -1754858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -1754856.125000 Penalty: 3223.152100
	Iteration 38Q: 3 clusters Score -1754856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1754862.375000 Penalty: 3223.152100
	Iteration 39Q: 3 clusters Score -1754862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -1754857.750000 Penalty: 3223.152100
	Iteration 40F: 3 clusters Score -1754858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1754858.000000 Penalty: 3223.152100
	Iteration 41Q: 3 clusters Score -1754858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1754859.375000 Penalty: 3223.152100
	Iteration 42Q: 3 clusters Score -1754859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1754859.375000 Penalty: 3223.152100
	Iteration 43Q: 3 clusters Score -1754859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -1754859.375000 Penalty: 3223.152100
	Iteration 44F: 3 clusters Score -1754859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Entering Unmasked Estep 
Score: -40827372.000000 Penalty: 63831.339844
Splitting cluster 14 changes total score from -40782104.000000 to -40827372.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (83563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83563 members 
Entering Unmasked Estep 
Score: -7248339.000000 Penalty: 1841.670288
	Iteration 0F: 2 clusters Score -7248339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -7192788.000000 Penalty: 3683.340576
	Iteration 0F: 3 clusters Score -7192788 nChanged 39629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -7216301.000000 Penalty: 3683.340576
	Iteration 1F: 3 clusters Score -7216301 nChanged 3783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47620 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -7217976.000000 Penalty: 3683.340576
	Iteration 2Q: 3 clusters Score -7217976 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50575 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -7220552.500000 Penalty: 3683.340576
	Iteration 3F: 3 clusters Score -7220552 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7224347.500000 Penalty: 3683.340576
	Iteration 4F: 3 clusters Score -7224348 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -7229049.000000 Penalty: 3683.340576
	Iteration 5F: 3 clusters Score -7229049 nChanged 5897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -7234164.500000 Penalty: 3683.340576
	Iteration 6F: 3 clusters Score -7234164 nChanged 5038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69080 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -7238741.500000 Penalty: 3683.340576
	Iteration 7F: 3 clusters Score -7238742 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72212 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -7241805.500000 Penalty: 3683.340576
	Iteration 8Q: 3 clusters Score -7241806 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74378 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -7243753.000000 Penalty: 3683.340576
	Iteration 9Q: 3 clusters Score -7243753 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -7245025.500000 Penalty: 3683.340576
	Iteration 10Q: 3 clusters Score -7245026 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76997 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -7245809.000000 Penalty: 3683.340576
	Iteration 11Q: 3 clusters Score -7245809 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77775 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -7246277.500000 Penalty: 3683.340576
	Iteration 12Q: 3 clusters Score -7246278 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78374 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -7246639.000000 Penalty: 3683.340576
	Iteration 13Q: 3 clusters Score -7246639 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -7246964.500000 Penalty: 3683.340576
	Iteration 14Q: 3 clusters Score -7246964 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79225 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -7247224.000000 Penalty: 3683.340576
	Iteration 15Q: 3 clusters Score -7247224 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79534 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -7247496.500000 Penalty: 3683.340576
	Iteration 16Q: 3 clusters Score -7247496 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79762 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -7247733.000000 Penalty: 3683.340576
	Iteration 17Q: 3 clusters Score -7247733 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -7247948.500000 Penalty: 3683.340576
	Iteration 18Q: 3 clusters Score -7247948 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80120 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -7248072.000000 Penalty: 3683.340576
	Iteration 19Q: 3 clusters Score -7248072 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80228 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -7248161.500000 Penalty: 3683.340576
	Iteration 20F: 3 clusters Score -7248162 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80308 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -7248203.500000 Penalty: 3683.340576
	Iteration 21Q: 3 clusters Score -7248204 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80370 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -7248229.500000 Penalty: 3683.340576
	Iteration 22Q: 3 clusters Score -7248230 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80415 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -7248238.500000 Penalty: 3683.340576
	Iteration 23Q: 3 clusters Score -7248238 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -7248257.000000 Penalty: 3683.340576
	Iteration 24Q: 3 clusters Score -7248257 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80477 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7248265.500000 Penalty: 3683.340576
	Iteration 25Q: 3 clusters Score -7248266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7248269.500000 Penalty: 3683.340576
	Iteration 26Q: 3 clusters Score -7248270 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80522 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -7248263.000000 Penalty: 3683.340576
	Iteration 27Q: 3 clusters Score -7248263 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7248283.000000 Penalty: 3683.340576
	Iteration 28Q: 3 clusters Score -7248283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7248279.000000 Penalty: 3683.340576
	Iteration 29Q: 3 clusters Score -7248279 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80568 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -7248273.000000 Penalty: 3683.340576
	Iteration 30Q: 3 clusters Score -7248273 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80571 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -7248269.500000 Penalty: 3683.340576
	Iteration 31Q: 3 clusters Score -7248270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7248271.500000 Penalty: 3683.340576
	Iteration 32Q: 3 clusters Score -7248272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7248276.500000 Penalty: 3683.340576
	Iteration 33Q: 3 clusters Score -7248276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80575 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -7248276.500000 Penalty: 3683.340576
	Iteration 34F: 3 clusters Score -7248276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Entering Unmasked Estep 
Score: -301387.031250 Penalty: 1340.598511
	Iteration 0F: 2 clusters Score -301387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -298160.187500 Penalty: 2681.197021
	Iteration 0F: 3 clusters Score -298160.2 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -299196.875000 Penalty: 2681.197021
	Iteration 1F: 3 clusters Score -299196.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -299514.000000 Penalty: 2681.197021
	Iteration 2F: 3 clusters Score -299514 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -299796.656250 Penalty: 2681.197021
	Iteration 3F: 3 clusters Score -299796.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -300099.093750 Penalty: 2681.197021
	Iteration 4F: 3 clusters Score -300099.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -300362.562500 Penalty: 2681.197021
	Iteration 5F: 3 clusters Score -300362.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -300591.375000 Penalty: 2681.197021
	Iteration 6F: 3 clusters Score -300591.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -300770.062500 Penalty: 2681.197021
	Iteration 7F: 3 clusters Score -300770.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -300963.375000 Penalty: 2681.197021
	Iteration 8Q: 3 clusters Score -300963.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -301145.250000 Penalty: 2681.197021
	Iteration 9Q: 3 clusters Score -301145.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -301278.406250 Penalty: 2681.197021
	Iteration 10Q: 3 clusters Score -301278.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -301363.656250 Penalty: 2681.197021
	Iteration 11Q: 3 clusters Score -301363.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -301400.156250 Penalty: 2681.197021
	Iteration 12Q: 3 clusters Score -301400.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -301418.500000 Penalty: 2681.197021
	Iteration 13Q: 3 clusters Score -301418.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -301431.906250 Penalty: 2681.197021
	Iteration 14Q: 3 clusters Score -301431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -301439.906250 Penalty: 2681.197021
	Iteration 15Q: 3 clusters Score -301439.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -301445.343750 Penalty: 2681.197021
	Iteration 16Q: 3 clusters Score -301445.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -301449.562500 Penalty: 2681.197021
	Iteration 17Q: 3 clusters Score -301449.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -301458.156250 Penalty: 2681.197021
	Iteration 18Q: 3 clusters Score -301458.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -301470.937500 Penalty: 2681.197021
	Iteration 19Q: 3 clusters Score -301470.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -301481.375000 Penalty: 2681.197021
	Iteration 20F: 3 clusters Score -301481.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -301485.375000 Penalty: 2681.197021
	Iteration 21Q: 3 clusters Score -301485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -301488.593750 Penalty: 2681.197021
	Iteration 22Q: 3 clusters Score -301488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -301491.531250 Penalty: 2681.197021
	Iteration 23Q: 3 clusters Score -301491.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -301495.218750 Penalty: 2681.197021
	Iteration 24Q: 3 clusters Score -301495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -301496.687500 Penalty: 2681.197021
	Iteration 25Q: 3 clusters Score -301496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -301498.937500 Penalty: 2681.197021
	Iteration 26Q: 3 clusters Score -301498.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -301499.968750 Penalty: 2681.197021
	Iteration 27Q: 3 clusters Score -301500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -301501.218750 Penalty: 2681.197021
	Iteration 28Q: 3 clusters Score -301501.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -301502.781250 Penalty: 2681.197021
	Iteration 29Q: 3 clusters Score -301502.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -301504.781250 Penalty: 2681.197021
	Iteration 30Q: 3 clusters Score -301504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -301505.406250 Penalty: 2681.197021
	Iteration 31Q: 3 clusters Score -301505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -301506.031250 Penalty: 2681.197021
	Iteration 32Q: 3 clusters Score -301506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -301506.718750 Penalty: 2681.197021
	Iteration 33Q: 3 clusters Score -301506.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301508.625000 Penalty: 2681.197021
	Iteration 34Q: 3 clusters Score -301508.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -301509.593750 Penalty: 2681.197021
	Iteration 35Q: 3 clusters Score -301509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -301509.875000 Penalty: 2681.197021
	Iteration 36Q: 3 clusters Score -301509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -301510.500000 Penalty: 2681.197021
	Iteration 37Q: 3 clusters Score -301510.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -301510.437500 Penalty: 2681.197021
	Iteration 38Q: 3 clusters Score -301510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -301510.437500 Penalty: 2681.197021
	Iteration 39F: 3 clusters Score -301510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 9733 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Mstep: Class 31 contains 1031 members 
Entering Unmasked Estep 
Score: -40826744.000000 Penalty: 65959.046875
Splitting cluster 16 changes total score from -40782104.000000 to -40826744.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -393056.750000 Penalty: 1368.145996
	Iteration 0F: 2 clusters Score -393056.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -389343.718750 Penalty: 2736.291992
	Iteration 0F: 3 clusters Score -389343.7 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -390410.812500 Penalty: 2736.291992
	Iteration 1F: 3 clusters Score -390410.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -390637.000000 Penalty: 2736.291992
	Iteration 2F: 3 clusters Score -390637 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -390880.187500 Penalty: 2736.291992
	Iteration 3F: 3 clusters Score -390880.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -391122.875000 Penalty: 2736.291992
	Iteration 4F: 3 clusters Score -391122.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -391380.437500 Penalty: 2736.291992
	Iteration 5F: 3 clusters Score -391380.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -391614.875000 Penalty: 2736.291992
	Iteration 6F: 3 clusters Score -391614.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -391764.906250 Penalty: 2736.291992
	Iteration 7Q: 3 clusters Score -391764.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -391872.500000 Penalty: 2736.291992
	Iteration 8Q: 3 clusters Score -391872.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -391930.593750 Penalty: 2736.291992
	Iteration 9Q: 3 clusters Score -391930.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -391962.781250 Penalty: 2736.291992
	Iteration 10Q: 3 clusters Score -391962.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -391991.093750 Penalty: 2736.291992
	Iteration 11Q: 3 clusters Score -391991.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -392016.906250 Penalty: 2736.291992
	Iteration 12Q: 3 clusters Score -392016.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -392035.406250 Penalty: 2736.291992
	Iteration 13Q: 3 clusters Score -392035.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -392050.906250 Penalty: 2736.291992
	Iteration 14Q: 3 clusters Score -392050.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -392063.437500 Penalty: 2736.291992
	Iteration 15Q: 3 clusters Score -392063.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -392075.062500 Penalty: 2736.291992
	Iteration 16Q: 3 clusters Score -392075.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -392086.593750 Penalty: 2736.291992
	Iteration 17Q: 3 clusters Score -392086.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -392103.218750 Penalty: 2736.291992
	Iteration 18Q: 3 clusters Score -392103.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -392114.031250 Penalty: 2736.291992
	Iteration 19Q: 3 clusters Score -392114 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -392124.156250 Penalty: 2736.291992
	Iteration 20F: 3 clusters Score -392124.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -392130.625000 Penalty: 2736.291992
	Iteration 21Q: 3 clusters Score -392130.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -392137.625000 Penalty: 2736.291992
	Iteration 22Q: 3 clusters Score -392137.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -392143.437500 Penalty: 2736.291992
	Iteration 23Q: 3 clusters Score -392143.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -392151.031250 Penalty: 2736.291992
	Iteration 24Q: 3 clusters Score -392151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -392156.562500 Penalty: 2736.291992
	Iteration 25Q: 3 clusters Score -392156.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -392164.093750 Penalty: 2736.291992
	Iteration 26Q: 3 clusters Score -392164.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -392170.562500 Penalty: 2736.291992
	Iteration 27Q: 3 clusters Score -392170.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -392178.687500 Penalty: 2736.291992
	Iteration 28Q: 3 clusters Score -392178.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -392187.468750 Penalty: 2736.291992
	Iteration 29Q: 3 clusters Score -392187.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -392194.968750 Penalty: 2736.291992
	Iteration 30Q: 3 clusters Score -392195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -392203.562500 Penalty: 2736.291992
	Iteration 31Q: 3 clusters Score -392203.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -392213.000000 Penalty: 2736.291992
	Iteration 32Q: 3 clusters Score -392213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -392225.500000 Penalty: 2736.291992
	Iteration 33Q: 3 clusters Score -392225.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -392238.750000 Penalty: 2736.291992
	Iteration 34Q: 3 clusters Score -392238.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -392248.843750 Penalty: 2736.291992
	Iteration 35Q: 3 clusters Score -392248.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -392257.156250 Penalty: 2736.291992
	Iteration 36Q: 3 clusters Score -392257.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -392263.750000 Penalty: 2736.291992
	Iteration 37Q: 3 clusters Score -392263.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -392266.312500 Penalty: 2736.291992
	Iteration 38Q: 3 clusters Score -392266.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -392269.687500 Penalty: 2736.291992
	Iteration 39Q: 3 clusters Score -392269.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -392271.093750 Penalty: 2736.291992
	Iteration 40F: 3 clusters Score -392271.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -392272.125000 Penalty: 2736.291992
	Iteration 41Q: 3 clusters Score -392272.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -392274.968750 Penalty: 2736.291992
	Iteration 42Q: 3 clusters Score -392275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -392276.187500 Penalty: 2736.291992
	Iteration 43Q: 3 clusters Score -392276.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -392278.000000 Penalty: 2736.291992
	Iteration 44Q: 3 clusters Score -392278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -392278.218750 Penalty: 2736.291992
	Iteration 45Q: 3 clusters Score -392278.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -392279.656250 Penalty: 2736.291992
	Iteration 46Q: 3 clusters Score -392279.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -392280.812500 Penalty: 2736.291992
	Iteration 47Q: 3 clusters Score -392280.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -392280.812500 Penalty: 2736.291992
	Iteration 48F: 3 clusters Score -392280.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Entering Unmasked Estep 
Score: -772971.375000 Penalty: 1492.282593
	Iteration 0F: 2 clusters Score -772971.4 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 4985 members 
Entering Unmasked Estep 
Score: -766018.250000 Penalty: 2984.565186
	Iteration 0F: 3 clusters Score -766018.2 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -769931.875000 Penalty: 2984.565186
	Iteration 1F: 3 clusters Score -769931.9 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -772014.312500 Penalty: 2984.565186
	Iteration 2F: 3 clusters Score -772014.3 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -773508.937500 Penalty: 2984.565186
	Iteration 3F: 3 clusters Score -773508.9 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -774733.812500 Penalty: 2984.565186
	Iteration 4F: 3 clusters Score -774733.8 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -775676.250000 Penalty: 2984.565186
	Iteration 5F: 3 clusters Score -775676.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -776087.812500 Penalty: 2984.565186
	Iteration 6Q: 3 clusters Score -776087.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -776204.562500 Penalty: 2984.565186
	Iteration 7Q: 3 clusters Score -776204.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -776234.687500 Penalty: 2984.565186
	Iteration 8Q: 3 clusters Score -776234.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -776246.312500 Penalty: 2984.565186
	Iteration 9Q: 3 clusters Score -776246.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -776252.125000 Penalty: 2984.565186
	Iteration 10Q: 3 clusters Score -776252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -776260.500000 Penalty: 2984.565186
	Iteration 11Q: 3 clusters Score -776260.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -776263.687500 Penalty: 2984.565186
	Iteration 12Q: 3 clusters Score -776263.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -776264.437500 Penalty: 2984.565186
	Iteration 13Q: 3 clusters Score -776264.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -776265.250000 Penalty: 2984.565186
	Iteration 14Q: 3 clusters Score -776265.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -776266.250000 Penalty: 2984.565186
	Iteration 15Q: 3 clusters Score -776266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -776265.562500 Penalty: 2984.565186
	Iteration 16Q: 3 clusters Score -776265.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -776265.375000 Penalty: 2984.565186
	Iteration 17Q: 3 clusters Score -776265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -776265.375000 Penalty: 2984.565186
	Iteration 18F: 3 clusters Score -776265.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 6181 members 
Entering Unmasked Estep 
Score: -40829496.000000 Penalty: 68086.757812
Splitting cluster 18 changes total score from -40782104.000000 to -40829496.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 19 (2596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Entering Unmasked Estep 
Score: -209033.187500 Penalty: 1277.530640
	Iteration 0F: 2 clusters Score -209033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -206626.625000 Penalty: 2555.061279
	Iteration 0F: 3 clusters Score -206626.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -207266.562500 Penalty: 2555.061279
	Iteration 1F: 3 clusters Score -207266.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -207539.968750 Penalty: 2555.061279
	Iteration 2F: 3 clusters Score -207540 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -207789.421875 Penalty: 2555.061279
	Iteration 3F: 3 clusters Score -207789.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -208026.765625 Penalty: 2555.061279
	Iteration 4F: 3 clusters Score -208026.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -208310.062500 Penalty: 2555.061279
	Iteration 5F: 3 clusters Score -208310.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208502.859375 Penalty: 2555.061279
	Iteration 6F: 3 clusters Score -208502.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -208615.296875 Penalty: 2555.061279
	Iteration 7Q: 3 clusters Score -208615.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -208688.968750 Penalty: 2555.061279
	Iteration 8Q: 3 clusters Score -208689 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -208763.156250 Penalty: 2555.061279
	Iteration 9Q: 3 clusters Score -208763.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -208826.046875 Penalty: 2555.061279
	Iteration 10Q: 3 clusters Score -208826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -208868.359375 Penalty: 2555.061279
	Iteration 11Q: 3 clusters Score -208868.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -208898.250000 Penalty: 2555.061279
	Iteration 12Q: 3 clusters Score -208898.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -208919.671875 Penalty: 2555.061279
	Iteration 13Q: 3 clusters Score -208919.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -208940.359375 Penalty: 2555.061279
	Iteration 14Q: 3 clusters Score -208940.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -208955.656250 Penalty: 2555.061279
	Iteration 15Q: 3 clusters Score -208955.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -208970.578125 Penalty: 2555.061279
	Iteration 16Q: 3 clusters Score -208970.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -208980.296875 Penalty: 2555.061279
	Iteration 17Q: 3 clusters Score -208980.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -208991.562500 Penalty: 2555.061279
	Iteration 18Q: 3 clusters Score -208991.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -208998.984375 Penalty: 2555.061279
	Iteration 19Q: 3 clusters Score -208999 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -209004.015625 Penalty: 2555.061279
	Iteration 20F: 3 clusters Score -209004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -209009.843750 Penalty: 2555.061279
	Iteration 21Q: 3 clusters Score -209009.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -209017.578125 Penalty: 2555.061279
	Iteration 22Q: 3 clusters Score -209017.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -209023.140625 Penalty: 2555.061279
	Iteration 23Q: 3 clusters Score -209023.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -209028.750000 Penalty: 2555.061279
	Iteration 24Q: 3 clusters Score -209028.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -209035.171875 Penalty: 2555.061279
	Iteration 25Q: 3 clusters Score -209035.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -209042.515625 Penalty: 2555.061279
	Iteration 26Q: 3 clusters Score -209042.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -209052.906250 Penalty: 2555.061279
	Iteration 27Q: 3 clusters Score -209052.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -209066.937500 Penalty: 2555.061279
	Iteration 28Q: 3 clusters Score -209066.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -209079.359375 Penalty: 2555.061279
	Iteration 29Q: 3 clusters Score -209079.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -209091.484375 Penalty: 2555.061279
	Iteration 30Q: 3 clusters Score -209091.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -209100.656250 Penalty: 2555.061279
	Iteration 31Q: 3 clusters Score -209100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -209106.171875 Penalty: 2555.061279
	Iteration 32Q: 3 clusters Score -209106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -209113.125000 Penalty: 2555.061279
	Iteration 33Q: 3 clusters Score -209113.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -209121.437500 Penalty: 2555.061279
	Iteration 34Q: 3 clusters Score -209121.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -209126.609375 Penalty: 2555.061279
	Iteration 35Q: 3 clusters Score -209126.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -209131.953125 Penalty: 2555.061279
	Iteration 36Q: 3 clusters Score -209132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -209134.234375 Penalty: 2555.061279
	Iteration 37Q: 3 clusters Score -209134.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -209135.781250 Penalty: 2555.061279
	Iteration 38Q: 3 clusters Score -209135.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -209137.375000 Penalty: 2555.061279
	Iteration 39Q: 3 clusters Score -209137.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -209139.203125 Penalty: 2555.061279
	Iteration 40F: 3 clusters Score -209139.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -209141.781250 Penalty: 2555.061279
	Iteration 41Q: 3 clusters Score -209141.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -209144.843750 Penalty: 2555.061279
	Iteration 42Q: 3 clusters Score -209144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -209145.531250 Penalty: 2555.061279
	Iteration 43Q: 3 clusters Score -209145.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -209145.937500 Penalty: 2555.061279
	Iteration 44Q: 3 clusters Score -209145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -209145.937500 Penalty: 2555.061279
	Iteration 45F: 3 clusters Score -209145.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 3677 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 6181 members 
Mstep: Class 33 contains 1770 members 
Entering Unmasked Estep 
Score: -40828724.000000 Penalty: 70214.468750
Splitting cluster 19 changes total score from -40782104.000000 to -40828724.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 20 (3677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Entering Unmasked Estep 
Score: -288354.812500 Penalty: 1334.100952
	Iteration 0F: 2 clusters Score -288354.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -285315.687500 Penalty: 2668.201904
	Iteration 0F: 3 clusters Score -285315.7 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -286759.656250 Penalty: 2668.201904
	Iteration 1F: 3 clusters Score -286759.7 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -287382.593750 Penalty: 2668.201904
	Iteration 2F: 3 clusters Score -287382.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -287815.593750 Penalty: 2668.201904
	Iteration 3F: 3 clusters Score -287815.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288110.750000 Penalty: 2668.201904
	Iteration 4F: 3 clusters Score -288110.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -288321.437500 Penalty: 2668.201904
	Iteration 5F: 3 clusters Score -288321.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -288456.968750 Penalty: 2668.201904
	Iteration 6Q: 3 clusters Score -288457 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -288581.062500 Penalty: 2668.201904
	Iteration 7Q: 3 clusters Score -288581.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -288777.562500 Penalty: 2668.201904
	Iteration 8Q: 3 clusters Score -288777.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -289094.125000 Penalty: 2668.201904
	Iteration 9Q: 3 clusters Score -289094.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -289483.156250 Penalty: 2668.201904
	Iteration 10Q: 3 clusters Score -289483.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -289838.093750 Penalty: 2668.201904
	Iteration 11Q: 3 clusters Score -289838.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -290205.218750 Penalty: 2668.201904
	Iteration 12Q: 3 clusters Score -290205.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -290462.875000 Penalty: 2668.201904
	Iteration 13Q: 3 clusters Score -290462.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -290547.906250 Penalty: 2668.201904
	Iteration 14Q: 3 clusters Score -290547.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -290570.156250 Penalty: 2668.201904
	Iteration 15Q: 3 clusters Score -290570.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -290585.187500 Penalty: 2668.201904
	Iteration 16Q: 3 clusters Score -290585.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -290594.812500 Penalty: 2668.201904
	Iteration 17Q: 3 clusters Score -290594.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -290598.906250 Penalty: 2668.201904
	Iteration 18Q: 3 clusters Score -290598.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -290602.093750 Penalty: 2668.201904
	Iteration 19Q: 3 clusters Score -290602.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -290630.875000 Penalty: 2668.201904
	Iteration 20F: 3 clusters Score -290630.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -290653.750000 Penalty: 2668.201904
	Iteration 21Q: 3 clusters Score -290653.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -290657.843750 Penalty: 2668.201904
	Iteration 22Q: 3 clusters Score -290657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -290662.937500 Penalty: 2668.201904
	Iteration 23Q: 3 clusters Score -290662.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -290666.250000 Penalty: 2668.201904
	Iteration 24Q: 3 clusters Score -290666.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290667.187500 Penalty: 2668.201904
	Iteration 25Q: 3 clusters Score -290667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290669.812500 Penalty: 2668.201904
	Iteration 26Q: 3 clusters Score -290669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -290669.812500 Penalty: 2668.201904
	Iteration 27F: 3 clusters Score -290669.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 1935 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 6181 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1801 members 
Entering Unmasked Estep 
Score: -40830248.000000 Penalty: 72342.187500
Splitting cluster 20 changes total score from -40782104.000000 to -40830248.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 21 (1935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Entering Unmasked Estep 
Score: -127082.273438 Penalty: 1229.777710
	Iteration 0F: 2 clusters Score -127082.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -125249.773438 Penalty: 2459.555420
	Iteration 0F: 3 clusters Score -125249.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -126461.109375 Penalty: 2459.555420
	Iteration 1F: 3 clusters Score -126461.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -126875.632812 Penalty: 2459.555420
	Iteration 2F: 3 clusters Score -126875.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -127109.757812 Penalty: 2459.555420
	Iteration 3F: 3 clusters Score -127109.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -127336.187500 Penalty: 2459.555420
	Iteration 4F: 3 clusters Score -127336.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -127532.148438 Penalty: 2459.555420
	Iteration 5Q: 3 clusters Score -127532.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -127691.414062 Penalty: 2459.555420
	Iteration 6Q: 3 clusters Score -127691.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -127803.671875 Penalty: 2459.555420
	Iteration 7Q: 3 clusters Score -127803.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -127885.406250 Penalty: 2459.555420
	Iteration 8Q: 3 clusters Score -127885.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -127917.234375 Penalty: 2459.555420
	Iteration 9Q: 3 clusters Score -127917.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -127934.257812 Penalty: 2459.555420
	Iteration 10Q: 3 clusters Score -127934.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -127938.132812 Penalty: 2459.555420
	Iteration 11Q: 3 clusters Score -127938.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -127941.617188 Penalty: 2459.555420
	Iteration 12Q: 3 clusters Score -127941.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -127947.523438 Penalty: 2459.555420
	Iteration 13Q: 3 clusters Score -127947.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -127950.390625 Penalty: 2459.555420
	Iteration 14Q: 3 clusters Score -127950.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -127952.328125 Penalty: 2459.555420
	Iteration 15Q: 3 clusters Score -127952.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -127958.796875 Penalty: 2459.555420
	Iteration 16Q: 3 clusters Score -127958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -127961.554688 Penalty: 2459.555420
	Iteration 17Q: 3 clusters Score -127961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -127963.414062 Penalty: 2459.555420
	Iteration 18Q: 3 clusters Score -127963.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -127965.578125 Penalty: 2459.555420
	Iteration 19Q: 3 clusters Score -127965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -127983.742188 Penalty: 2459.555420
	Iteration 20F: 3 clusters Score -127983.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -128024.101562 Penalty: 2459.555420
	Iteration 21Q: 3 clusters Score -128024.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -128048.187500 Penalty: 2459.555420
	Iteration 22Q: 3 clusters Score -128048.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -128074.820312 Penalty: 2459.555420
	Iteration 23Q: 3 clusters Score -128074.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -128103.054688 Penalty: 2459.555420
	Iteration 24Q: 3 clusters Score -128103.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -128132.375000 Penalty: 2459.555420
	Iteration 25Q: 3 clusters Score -128132.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -128163.164062 Penalty: 2459.555420
	Iteration 26Q: 3 clusters Score -128163.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -128199.468750 Penalty: 2459.555420
	Iteration 27Q: 3 clusters Score -128199.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -128248.835938 Penalty: 2459.555420
	Iteration 28Q: 3 clusters Score -128248.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -128287.664062 Penalty: 2459.555420
	Iteration 29Q: 3 clusters Score -128287.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -128355.320312 Penalty: 2459.555420
	Iteration 30Q: 3 clusters Score -128355.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -128385.265625 Penalty: 2459.555420
	Iteration 31Q: 3 clusters Score -128385.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -128393.125000 Penalty: 2459.555420
	Iteration 32Q: 3 clusters Score -128393.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -128399.296875 Penalty: 2459.555420
	Iteration 33Q: 3 clusters Score -128399.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -128403.109375 Penalty: 2459.555420
	Iteration 34Q: 3 clusters Score -128403.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -128405.859375 Penalty: 2459.555420
	Iteration 35Q: 3 clusters Score -128405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -128405.859375 Penalty: 2459.555420
	Iteration 36F: 3 clusters Score -128405.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 8 contains 30720 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 501 members 
Mstep: Class 22 contains 1215 members 
Mstep: Class 23 contains 1196 members 
Mstep: Class 24 contains 3803 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 114243 members 
Mstep: Class 27 contains 7560 members 
Mstep: Class 28 contains 3262 members 
Mstep: Class 29 contains 14091 members 
Mstep: Class 30 contains 11464 members 
Mstep: Class 31 contains 1031 members 
Mstep: Class 32 contains 6181 members 
Mstep: Class 33 contains 1770 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1434 members 
Entering Unmasked Estep 
Score: -40830680.000000 Penalty: 74469.898438
Splitting cluster 21 changes total score from -40782104.000000 to -40830680.000000
So it's getting split into cluster 35.
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 6633 members 
Mstep: Class 3 contains 2134 members 
Mstep: Class 4 contains 10208 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 6 contains 8895 members 
Mstep: Class 7 contains 22747 members 
Mstep: Class 9 contains 12039 members 
Mstep: Class 10 contains 36274 members 
Mstep: Class 11 contains 17633 members 
Mstep: Class 12 contains 27784 members 
Mstep: Class 13 contains 7076 members 
Mstep: Class 14 contains 8816 members 
Mstep: Class 15 contains 83563 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 17 contains 4534 members 
Mstep: Class 18 contains 3552 members 
Mstep: Class 19 contains 826 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40841368.000000 Penalty: 74469.898438
Iteration 39Q: 36 clusters Score -4.084137e+07 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 2218 members 
Mstep: Class 4 contains 11430 members 
Mstep: Class 5 contains 7091 members 
Mstep: Class 6 contains 8831 members 
Mstep: Class 7 contains 23197 members 
Mstep: Class 8 contains 30436 members 
Mstep: Class 9 contains 12101 members 
Mstep: Class 10 contains 36317 members 
Mstep: Class 11 contains 17671 members 
Mstep: Class 12 contains 29209 members 
Mstep: Class 13 contains 7375 members 
Mstep: Class 14 contains 9146 members 
Mstep: Class 15 contains 82169 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 4491 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 974 members 
Mstep: Class 20 contains 1913 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 1164 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 3532 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 113445 members 
Mstep: Class 27 contains 6931 members 
Mstep: Class 28 contains 3242 members 
Mstep: Class 29 contains 13478 members 
Mstep: Class 30 contains 10846 members 
Mstep: Class 31 contains 978 members 
Mstep: Class 32 contains 5948 members 
Mstep: Class 33 contains 1710 members 
Mstep: Class 34 contains 1633 members 
Mstep: Class 35 contains 1448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40851616.000000 Penalty: 74469.898438
Iteration 40F: 36 clusters Score -4.085162e+07 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 7443 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 11983 members 
Mstep: Class 5 contains 6769 members 
Mstep: Class 6 contains 8772 members 
Mstep: Class 7 contains 23557 members 
Mstep: Class 8 contains 30233 members 
Mstep: Class 9 contains 11993 members 
Mstep: Class 10 contains 36320 members 
Mstep: Class 11 contains 17531 members 
Mstep: Class 12 contains 29800 members 
Mstep: Class 13 contains 7507 members 
Mstep: Class 14 contains 8904 members 
Mstep: Class 15 contains 80126 members 
Mstep: Class 16 contains 2980 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 3629 members 
Mstep: Class 19 contains 1042 members 
Mstep: Class 20 contains 1898 members 
Mstep: Class 21 contains 538 members 
Mstep: Class 22 contains 1242 members 
Mstep: Class 23 contains 1357 members 
Mstep: Class 24 contains 3517 members 
Mstep: Class 25 contains 1149 members 
Mstep: Class 26 contains 113295 members 
Mstep: Class 27 contains 7640 members 
Mstep: Class 28 contains 3395 members 
Mstep: Class 29 contains 13981 members 
Mstep: Class 30 contains 10934 members 
Mstep: Class 31 contains 1058 members 
Mstep: Class 32 contains 6007 members 
Mstep: Class 33 contains 1898 members 
Mstep: Class 34 contains 1575 members 
Mstep: Class 35 contains 1641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40856804.000000 Penalty: 74469.898438
Iteration 41Q: 36 clusters Score -4.08568e+07 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 7511 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 12499 members 
Mstep: Class 5 contains 6616 members 
Mstep: Class 6 contains 8753 members 
Mstep: Class 7 contains 23906 members 
Mstep: Class 8 contains 30172 members 
Mstep: Class 9 contains 11926 members 
Mstep: Class 10 contains 36369 members 
Mstep: Class 11 contains 17562 members 
Mstep: Class 12 contains 30305 members 
Mstep: Class 13 contains 7653 members 
Mstep: Class 14 contains 8756 members 
Mstep: Class 15 contains 78263 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 3623 members 
Mstep: Class 19 contains 1086 members 
Mstep: Class 20 contains 1886 members 
Mstep: Class 21 contains 537 members 
Mstep: Class 22 contains 1291 members 
Mstep: Class 23 contains 1435 members 
Mstep: Class 24 contains 3496 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 113116 members 
Mstep: Class 27 contains 8221 members 
Mstep: Class 28 contains 3461 members 
Mstep: Class 29 contains 14250 members 
Mstep: Class 30 contains 10904 members 
Mstep: Class 31 contains 1121 members 
Mstep: Class 32 contains 5999 members 
Mstep: Class 33 contains 2042 members 
Mstep: Class 34 contains 1534 members 
Mstep: Class 35 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40859796.000000 Penalty: 74469.898438
Iteration 42Q: 36 clusters Score -4.08598e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7558 members 
Mstep: Class 3 contains 2375 members 
Mstep: Class 4 contains 12916 members 
Mstep: Class 5 contains 6478 members 
Mstep: Class 6 contains 8753 members 
Mstep: Class 7 contains 24256 members 
Mstep: Class 8 contains 30158 members 
Mstep: Class 9 contains 11871 members 
Mstep: Class 10 contains 36448 members 
Mstep: Class 11 contains 17628 members 
Mstep: Class 12 contains 30792 members 
Mstep: Class 13 contains 7736 members 
Mstep: Class 14 contains 8680 members 
Mstep: Class 15 contains 76572 members 
Mstep: Class 16 contains 3089 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 3619 members 
Mstep: Class 19 contains 1124 members 
Mstep: Class 20 contains 1876 members 
Mstep: Class 21 contains 529 members 
Mstep: Class 22 contains 1315 members 
Mstep: Class 23 contains 1487 members 
Mstep: Class 24 contains 3510 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 112970 members 
Mstep: Class 27 contains 8800 members 
Mstep: Class 28 contains 3506 members 
Mstep: Class 29 contains 14430 members 
Mstep: Class 30 contains 10834 members 
Mstep: Class 31 contains 1165 members 
Mstep: Class 32 contains 5974 members 
Mstep: Class 33 contains 2164 members 
Mstep: Class 34 contains 1507 members 
Mstep: Class 35 contains 1829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40861708.000000 Penalty: 74469.898438
Iteration 43Q: 36 clusters Score -4.086171e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 7584 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 13249 members 
Mstep: Class 5 contains 6359 members 
Mstep: Class 6 contains 8759 members 
Mstep: Class 7 contains 24575 members 
Mstep: Class 8 contains 30186 members 
Mstep: Class 9 contains 11815 members 
Mstep: Class 10 contains 36538 members 
Mstep: Class 11 contains 17763 members 
Mstep: Class 12 contains 31183 members 
Mstep: Class 13 contains 7815 members 
Mstep: Class 14 contains 8644 members 
Mstep: Class 15 contains 75076 members 
Mstep: Class 16 contains 3137 members 
Mstep: Class 17 contains 4112 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1158 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 531 members 
Mstep: Class 22 contains 1319 members 
Mstep: Class 23 contains 1519 members 
Mstep: Class 24 contains 3556 members 
Mstep: Class 25 contains 1142 members 
Mstep: Class 26 contains 112838 members 
Mstep: Class 27 contains 9340 members 
Mstep: Class 28 contains 3532 members 
Mstep: Class 29 contains 14563 members 
Mstep: Class 30 contains 10744 members 
Mstep: Class 31 contains 1201 members 
Mstep: Class 32 contains 5920 members 
Mstep: Class 33 contains 2300 members 
Mstep: Class 34 contains 1484 members 
Mstep: Class 35 contains 1888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40863568.000000 Penalty: 74469.898438
Iteration 44Q: 36 clusters Score -4.086357e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 7602 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 13455 members 
Mstep: Class 5 contains 6236 members 
Mstep: Class 6 contains 8775 members 
Mstep: Class 7 contains 24881 members 
Mstep: Class 8 contains 30240 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 36626 members 
Mstep: Class 11 contains 17932 members 
Mstep: Class 12 contains 31541 members 
Mstep: Class 13 contains 7875 members 
Mstep: Class 14 contains 8596 members 
Mstep: Class 15 contains 73710 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 4023 members 
Mstep: Class 18 contains 3612 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 1328 members 
Mstep: Class 23 contains 1539 members 
Mstep: Class 24 contains 3619 members 
Mstep: Class 25 contains 1143 members 
Mstep: Class 26 contains 112743 members 
Mstep: Class 27 contains 9858 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 14699 members 
Mstep: Class 30 contains 10659 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 5845 members 
Mstep: Class 33 contains 2440 members 
Mstep: Class 34 contains 1472 members 
Mstep: Class 35 contains 1931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40865448.000000 Penalty: 74469.898438
Iteration 45Q: 36 clusters Score -4.086545e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 7599 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 8801 members 
Mstep: Class 7 contains 25216 members 
Mstep: Class 8 contains 30291 members 
Mstep: Class 9 contains 11724 members 
Mstep: Class 10 contains 36729 members 
Mstep: Class 11 contains 18129 members 
Mstep: Class 12 contains 31868 members 
Mstep: Class 13 contains 7971 members 
Mstep: Class 14 contains 8571 members 
Mstep: Class 15 contains 72437 members 
Mstep: Class 16 contains 3285 members 
Mstep: Class 17 contains 3938 members 
Mstep: Class 18 contains 3626 members 
Mstep: Class 19 contains 1208 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 533 members 
Mstep: Class 22 contains 1336 members 
Mstep: Class 23 contains 1561 members 
Mstep: Class 24 contains 3683 members 
Mstep: Class 25 contains 1144 members 
Mstep: Class 26 contains 112648 members 
Mstep: Class 27 contains 10328 members 
Mstep: Class 28 contains 3566 members 
Mstep: Class 29 contains 14770 members 
Mstep: Class 30 contains 10588 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 5774 members 
Mstep: Class 33 contains 2551 members 
Mstep: Class 34 contains 1454 members 
Mstep: Class 35 contains 1965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867124.000000 Penalty: 74469.898438
Iteration 46Q: 36 clusters Score -4.086712e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 7580 members 
Mstep: Class 3 contains 2545 members 
Mstep: Class 4 contains 13656 members 
Mstep: Class 5 contains 5958 members 
Mstep: Class 6 contains 8821 members 
Mstep: Class 7 contains 25580 members 
Mstep: Class 8 contains 30341 members 
Mstep: Class 9 contains 11682 members 
Mstep: Class 10 contains 36805 members 
Mstep: Class 11 contains 18343 members 
Mstep: Class 12 contains 32203 members 
Mstep: Class 13 contains 8063 members 
Mstep: Class 14 contains 8548 members 
Mstep: Class 15 contains 71198 members 
Mstep: Class 16 contains 3370 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 3638 members 
Mstep: Class 19 contains 1223 members 
Mstep: Class 20 contains 1863 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 1341 members 
Mstep: Class 23 contains 1591 members 
Mstep: Class 24 contains 3734 members 
Mstep: Class 25 contains 1149 members 
Mstep: Class 26 contains 112565 members 
Mstep: Class 27 contains 10724 members 
Mstep: Class 28 contains 3574 members 
Mstep: Class 29 contains 14840 members 
Mstep: Class 30 contains 10519 members 
Mstep: Class 31 contains 1237 members 
Mstep: Class 32 contains 5718 members 
Mstep: Class 33 contains 2656 members 
Mstep: Class 34 contains 1445 members 
Mstep: Class 35 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867936.000000 Penalty: 74469.898438
Iteration 47Q: 36 clusters Score -4.086794e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 7525 members 
Mstep: Class 3 contains 2562 members 
Mstep: Class 4 contains 13702 members 
Mstep: Class 5 contains 5852 members 
Mstep: Class 6 contains 8849 members 
Mstep: Class 7 contains 26002 members 
Mstep: Class 8 contains 30441 members 
Mstep: Class 9 contains 11659 members 
Mstep: Class 10 contains 36859 members 
Mstep: Class 11 contains 18543 members 
Mstep: Class 12 contains 32505 members 
Mstep: Class 13 contains 8120 members 
Mstep: Class 14 contains 8544 members 
Mstep: Class 15 contains 70049 members 
Mstep: Class 16 contains 3458 members 
Mstep: Class 17 contains 3804 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 1865 members 
Mstep: Class 21 contains 543 members 
Mstep: Class 22 contains 1347 members 
Mstep: Class 23 contains 1620 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 1155 members 
Mstep: Class 26 contains 112500 members 
Mstep: Class 27 contains 11077 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 14883 members 
Mstep: Class 30 contains 10434 members 
Mstep: Class 31 contains 1254 members 
Mstep: Class 32 contains 5674 members 
Mstep: Class 33 contains 2748 members 
Mstep: Class 34 contains 1433 members 
Mstep: Class 35 contains 1994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868788.000000 Penalty: 74469.898438
Iteration 48Q: 36 clusters Score -4.086879e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 7464 members 
Mstep: Class 3 contains 2580 members 
Mstep: Class 4 contains 13673 members 
Mstep: Class 5 contains 5758 members 
Mstep: Class 6 contains 8873 members 
Mstep: Class 7 contains 26467 members 
Mstep: Class 8 contains 30539 members 
Mstep: Class 9 contains 11630 members 
Mstep: Class 10 contains 36898 members 
Mstep: Class 11 contains 18733 members 
Mstep: Class 12 contains 32820 members 
Mstep: Class 13 contains 8157 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 68910 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 1232 members 
Mstep: Class 20 contains 1872 members 
Mstep: Class 21 contains 546 members 
Mstep: Class 22 contains 1355 members 
Mstep: Class 23 contains 1647 members 
Mstep: Class 24 contains 3794 members 
Mstep: Class 25 contains 1158 members 
Mstep: Class 26 contains 112449 members 
Mstep: Class 27 contains 11433 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 14933 members 
Mstep: Class 30 contains 10400 members 
Mstep: Class 31 contains 1270 members 
Mstep: Class 32 contains 5625 members 
Mstep: Class 33 contains 2826 members 
Mstep: Class 34 contains 1416 members 
Mstep: Class 35 contains 2007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869328.000000 Penalty: 74469.898438
Iteration 49Q: 36 clusters Score -4.086933e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 7410 members 
Mstep: Class 3 contains 2600 members 
Mstep: Class 4 contains 13578 members 
Mstep: Class 5 contains 5657 members 
Mstep: Class 6 contains 8887 members 
Mstep: Class 7 contains 26947 members 
Mstep: Class 8 contains 30619 members 
Mstep: Class 9 contains 11620 members 
Mstep: Class 10 contains 36920 members 
Mstep: Class 11 contains 18911 members 
Mstep: Class 12 contains 33079 members 
Mstep: Class 13 contains 8170 members 
Mstep: Class 14 contains 8520 members 
Mstep: Class 15 contains 67874 members 
Mstep: Class 16 contains 3621 members 
Mstep: Class 17 contains 3742 members 
Mstep: Class 18 contains 3654 members 
Mstep: Class 19 contains 1240 members 
Mstep: Class 20 contains 1882 members 
Mstep: Class 21 contains 555 members 
Mstep: Class 22 contains 1364 members 
Mstep: Class 23 contains 1674 members 
Mstep: Class 24 contains 3807 members 
Mstep: Class 25 contains 1159 members 
Mstep: Class 26 contains 112395 members 
Mstep: Class 27 contains 11789 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 14984 members 
Mstep: Class 30 contains 10408 members 
Mstep: Class 31 contains 1283 members 
Mstep: Class 32 contains 5578 members 
Mstep: Class 33 contains 2889 members 
Mstep: Class 34 contains 1396 members 
Mstep: Class 35 contains 2031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869912.000000 Penalty: 74469.898438
Iteration 50Q: 36 clusters Score -4.086991e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 7358 members 
Mstep: Class 3 contains 2605 members 
Mstep: Class 4 contains 13505 members 
Mstep: Class 5 contains 5568 members 
Mstep: Class 6 contains 8916 members 
Mstep: Class 7 contains 27512 members 
Mstep: Class 8 contains 30721 members 
Mstep: Class 9 contains 11626 members 
Mstep: Class 10 contains 36941 members 
Mstep: Class 11 contains 19071 members 
Mstep: Class 12 contains 33338 members 
Mstep: Class 13 contains 8175 members 
Mstep: Class 14 contains 8515 members 
Mstep: Class 15 contains 66771 members 
Mstep: Class 16 contains 3691 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 3657 members 
Mstep: Class 19 contains 1249 members 
Mstep: Class 20 contains 1893 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 1367 members 
Mstep: Class 23 contains 1702 members 
Mstep: Class 24 contains 3800 members 
Mstep: Class 25 contains 1161 members 
Mstep: Class 26 contains 112354 members 
Mstep: Class 27 contains 12089 members 
Mstep: Class 28 contains 3592 members 
Mstep: Class 29 contains 15044 members 
Mstep: Class 30 contains 10418 members 
Mstep: Class 31 contains 1302 members 
Mstep: Class 32 contains 5532 members 
Mstep: Class 33 contains 2948 members 
Mstep: Class 34 contains 1387 members 
Mstep: Class 35 contains 2044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870324.000000 Penalty: 74469.898438
Iteration 51Q: 36 clusters Score -4.087032e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 7300 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 13424 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 8946 members 
Mstep: Class 7 contains 28131 members 
Mstep: Class 8 contains 30864 members 
Mstep: Class 9 contains 11619 members 
Mstep: Class 10 contains 36956 members 
Mstep: Class 11 contains 19237 members 
Mstep: Class 12 contains 33599 members 
Mstep: Class 13 contains 8173 members 
Mstep: Class 14 contains 8513 members 
Mstep: Class 15 contains 65659 members 
Mstep: Class 16 contains 3765 members 
Mstep: Class 17 contains 3702 members 
Mstep: Class 18 contains 3660 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 1909 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1369 members 
Mstep: Class 23 contains 1727 members 
Mstep: Class 24 contains 3781 members 
Mstep: Class 25 contains 1162 members 
Mstep: Class 26 contains 112318 members 
Mstep: Class 27 contains 12353 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 15065 members 
Mstep: Class 30 contains 10448 members 
Mstep: Class 31 contains 1320 members 
Mstep: Class 32 contains 5490 members 
Mstep: Class 33 contains 3005 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 2056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870932.000000 Penalty: 74469.898438
Iteration 52Q: 36 clusters Score -4.087093e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 7240 members 
Mstep: Class 3 contains 2610 members 
Mstep: Class 4 contains 13349 members 
Mstep: Class 5 contains 5384 members 
Mstep: Class 6 contains 8972 members 
Mstep: Class 7 contains 28788 members 
Mstep: Class 8 contains 30995 members 
Mstep: Class 9 contains 11619 members 
Mstep: Class 10 contains 36951 members 
Mstep: Class 11 contains 19356 members 
Mstep: Class 12 contains 33836 members 
Mstep: Class 13 contains 8169 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 64557 members 
Mstep: Class 16 contains 3817 members 
Mstep: Class 17 contains 3698 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 1925 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1370 members 
Mstep: Class 23 contains 1756 members 
Mstep: Class 24 contains 3763 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 112295 members 
Mstep: Class 27 contains 12573 members 
Mstep: Class 28 contains 3603 members 
Mstep: Class 29 contains 15086 members 
Mstep: Class 30 contains 10475 members 
Mstep: Class 31 contains 1337 members 
Mstep: Class 32 contains 5456 members 
Mstep: Class 33 contains 3075 members 
Mstep: Class 34 contains 1381 members 
Mstep: Class 35 contains 2059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871476.000000 Penalty: 74469.898438
Iteration 53Q: 36 clusters Score -4.087148e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 7182 members 
Mstep: Class 3 contains 2617 members 
Mstep: Class 4 contains 13261 members 
Mstep: Class 5 contains 5295 members 
Mstep: Class 6 contains 9016 members 
Mstep: Class 7 contains 29428 members 
Mstep: Class 8 contains 31116 members 
Mstep: Class 9 contains 11624 members 
Mstep: Class 10 contains 36939 members 
Mstep: Class 11 contains 19443 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 8168 members 
Mstep: Class 14 contains 8507 members 
Mstep: Class 15 contains 63485 members 
Mstep: Class 16 contains 3863 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3671 members 
Mstep: Class 19 contains 1267 members 
Mstep: Class 20 contains 1937 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 1374 members 
Mstep: Class 23 contains 1789 members 
Mstep: Class 24 contains 3740 members 
Mstep: Class 25 contains 1168 members 
Mstep: Class 26 contains 112284 members 
Mstep: Class 27 contains 12796 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 15093 members 
Mstep: Class 30 contains 10546 members 
Mstep: Class 31 contains 1345 members 
Mstep: Class 32 contains 5427 members 
Mstep: Class 33 contains 3126 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 2062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871912.000000 Penalty: 74469.898438
Iteration 54Q: 36 clusters Score -4.087191e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 2612 members 
Mstep: Class 4 contains 13184 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 9044 members 
Mstep: Class 7 contains 30073 members 
Mstep: Class 8 contains 31215 members 
Mstep: Class 9 contains 11629 members 
Mstep: Class 10 contains 36934 members 
Mstep: Class 11 contains 19535 members 
Mstep: Class 12 contains 34242 members 
Mstep: Class 13 contains 8158 members 
Mstep: Class 14 contains 8505 members 
Mstep: Class 15 contains 62460 members 
Mstep: Class 16 contains 3912 members 
Mstep: Class 17 contains 3699 members 
Mstep: Class 18 contains 3664 members 
Mstep: Class 19 contains 1275 members 
Mstep: Class 20 contains 1951 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 1820 members 
Mstep: Class 24 contains 3713 members 
Mstep: Class 25 contains 1167 members 
Mstep: Class 26 contains 112265 members 
Mstep: Class 27 contains 13003 members 
Mstep: Class 28 contains 3606 members 
Mstep: Class 29 contains 15119 members 
Mstep: Class 30 contains 10622 members 
Mstep: Class 31 contains 1352 members 
Mstep: Class 32 contains 5410 members 
Mstep: Class 33 contains 3186 members 
Mstep: Class 34 contains 1382 members 
Mstep: Class 35 contains 2065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872040.000000 Penalty: 74469.898438
Iteration 55Q: 36 clusters Score -4.087204e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 7092 members 
Mstep: Class 3 contains 2603 members 
Mstep: Class 4 contains 13113 members 
Mstep: Class 5 contains 5198 members 
Mstep: Class 6 contains 9069 members 
Mstep: Class 7 contains 30725 members 
Mstep: Class 8 contains 31295 members 
Mstep: Class 9 contains 11632 members 
Mstep: Class 10 contains 36933 members 
Mstep: Class 11 contains 19589 members 
Mstep: Class 12 contains 34417 members 
Mstep: Class 13 contains 8134 members 
Mstep: Class 14 contains 8509 members 
Mstep: Class 15 contains 61529 members 
Mstep: Class 16 contains 3953 members 
Mstep: Class 17 contains 3708 members 
Mstep: Class 18 contains 3663 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 1960 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 1851 members 
Mstep: Class 24 contains 3693 members 
Mstep: Class 25 contains 1171 members 
Mstep: Class 26 contains 112248 members 
Mstep: Class 27 contains 13160 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 15132 members 
Mstep: Class 30 contains 10701 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5383 members 
Mstep: Class 33 contains 3224 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872344.000000 Penalty: 74469.898438
Iteration 56Q: 36 clusters Score -4.087234e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 7057 members 
Mstep: Class 3 contains 2590 members 
Mstep: Class 4 contains 13051 members 
Mstep: Class 5 contains 5156 members 
Mstep: Class 6 contains 9092 members 
Mstep: Class 7 contains 31347 members 
Mstep: Class 8 contains 31362 members 
Mstep: Class 9 contains 11637 members 
Mstep: Class 10 contains 36929 members 
Mstep: Class 11 contains 19630 members 
Mstep: Class 12 contains 34555 members 
Mstep: Class 13 contains 8100 members 
Mstep: Class 14 contains 8512 members 
Mstep: Class 15 contains 60659 members 
Mstep: Class 16 contains 3981 members 
Mstep: Class 17 contains 3716 members 
Mstep: Class 18 contains 3661 members 
Mstep: Class 19 contains 1282 members 
Mstep: Class 20 contains 1968 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 1877 members 
Mstep: Class 24 contains 3659 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 112242 members 
Mstep: Class 27 contains 13294 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 10807 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 5366 members 
Mstep: Class 33 contains 3271 members 
Mstep: Class 34 contains 1385 members 
Mstep: Class 35 contains 2058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872812.000000 Penalty: 74469.898438
Iteration 57Q: 36 clusters Score -4.087281e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 12993 members 
Mstep: Class 5 contains 5107 members 
Mstep: Class 6 contains 9121 members 
Mstep: Class 7 contains 31902 members 
Mstep: Class 8 contains 31414 members 
Mstep: Class 9 contains 11647 members 
Mstep: Class 10 contains 36924 members 
Mstep: Class 11 contains 19660 members 
Mstep: Class 12 contains 34716 members 
Mstep: Class 13 contains 8062 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 59828 members 
Mstep: Class 16 contains 4006 members 
Mstep: Class 17 contains 3721 members 
Mstep: Class 18 contains 3658 members 
Mstep: Class 19 contains 1284 members 
Mstep: Class 20 contains 1980 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 1899 members 
Mstep: Class 24 contains 3623 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 112234 members 
Mstep: Class 27 contains 13414 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 10915 members 
Mstep: Class 31 contains 1364 members 
Mstep: Class 32 contains 5352 members 
Mstep: Class 33 contains 3326 members 
Mstep: Class 34 contains 1384 members 
Mstep: Class 35 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873188.000000 Penalty: 74469.898438
Iteration 58Q: 36 clusters Score -4.087319e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 7017 members 
Mstep: Class 3 contains 2568 members 
Mstep: Class 4 contains 12931 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 9147 members 
Mstep: Class 7 contains 32438 members 
Mstep: Class 8 contains 31460 members 
Mstep: Class 9 contains 11649 members 
Mstep: Class 10 contains 36923 members 
Mstep: Class 11 contains 19678 members 
Mstep: Class 12 contains 34841 members 
Mstep: Class 13 contains 8037 members 
Mstep: Class 14 contains 8518 members 
Mstep: Class 15 contains 59079 members 
Mstep: Class 16 contains 4032 members 
Mstep: Class 17 contains 3727 members 
Mstep: Class 18 contains 3649 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 1991 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 1919 members 
Mstep: Class 24 contains 3599 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 112216 members 
Mstep: Class 27 contains 13524 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 15136 members 
Mstep: Class 30 contains 11016 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5341 members 
Mstep: Class 33 contains 3375 members 
Mstep: Class 34 contains 1383 members 
Mstep: Class 35 contains 2043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873440.000000 Penalty: 74469.898438
Iteration 59Q: 36 clusters Score -4.087344e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 6991 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 12869 members 
Mstep: Class 5 contains 4994 members 
Mstep: Class 6 contains 9178 members 
Mstep: Class 7 contains 32937 members 
Mstep: Class 8 contains 31501 members 
Mstep: Class 9 contains 11656 members 
Mstep: Class 10 contains 36921 members 
Mstep: Class 11 contains 19690 members 
Mstep: Class 12 contains 34937 members 
Mstep: Class 13 contains 8006 members 
Mstep: Class 14 contains 8524 members 
Mstep: Class 15 contains 58393 members 
Mstep: Class 16 contains 4056 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 3644 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 1938 members 
Mstep: Class 24 contains 3575 members 
Mstep: Class 25 contains 1174 members 
Mstep: Class 26 contains 112210 members 
Mstep: Class 27 contains 13620 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 15152 members 
Mstep: Class 30 contains 11107 members 
Mstep: Class 31 contains 1360 members 
Mstep: Class 32 contains 5340 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 2049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873736.000000 Penalty: 74469.898438
Iteration 60F: 36 clusters Score -4.087374e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 6966 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 12825 members 
Mstep: Class 5 contains 4912 members 
Mstep: Class 6 contains 9204 members 
Mstep: Class 7 contains 33441 members 
Mstep: Class 8 contains 31531 members 
Mstep: Class 9 contains 11668 members 
Mstep: Class 10 contains 36919 members 
Mstep: Class 11 contains 19717 members 
Mstep: Class 12 contains 35042 members 
Mstep: Class 13 contains 7982 members 
Mstep: Class 14 contains 8526 members 
Mstep: Class 15 contains 57678 members 
Mstep: Class 16 contains 4080 members 
Mstep: Class 17 contains 3733 members 
Mstep: Class 18 contains 3634 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 2005 members 
Mstep: Class 21 contains 592 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 1950 members 
Mstep: Class 24 contains 3548 members 
Mstep: Class 25 contains 1173 members 
Mstep: Class 26 contains 112201 members 
Mstep: Class 27 contains 13853 members 
Mstep: Class 28 contains 3591 members 
Mstep: Class 29 contains 15163 members 
Mstep: Class 30 contains 11187 members 
Mstep: Class 31 contains 1370 members 
Mstep: Class 32 contains 5337 members 
Mstep: Class 33 contains 3476 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 2035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874176.000000 Penalty: 74469.898438
Iteration 61Q: 36 clusters Score -4.087418e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 6935 members 
Mstep: Class 3 contains 2549 members 
Mstep: Class 4 contains 12773 members 
Mstep: Class 5 contains 4839 members 
Mstep: Class 6 contains 9232 members 
Mstep: Class 7 contains 33937 members 
Mstep: Class 8 contains 31579 members 
Mstep: Class 9 contains 11667 members 
Mstep: Class 10 contains 36913 members 
Mstep: Class 11 contains 19746 members 
Mstep: Class 12 contains 35155 members 
Mstep: Class 13 contains 7933 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 56963 members 
Mstep: Class 16 contains 4101 members 
Mstep: Class 17 contains 3743 members 
Mstep: Class 18 contains 3628 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 2011 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 1960 members 
Mstep: Class 24 contains 3534 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 112182 members 
Mstep: Class 27 contains 14096 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 15189 members 
Mstep: Class 30 contains 11262 members 
Mstep: Class 31 contains 1386 members 
Mstep: Class 32 contains 5329 members 
Mstep: Class 33 contains 3549 members 
Mstep: Class 34 contains 1378 members 
Mstep: Class 35 contains 2020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874268.000000 Penalty: 74469.898438
Iteration 62Q: 36 clusters Score -4.087427e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 6908 members 
Mstep: Class 3 contains 2546 members 
Mstep: Class 4 contains 12745 members 
Mstep: Class 5 contains 4767 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 34416 members 
Mstep: Class 8 contains 31615 members 
Mstep: Class 9 contains 11664 members 
Mstep: Class 10 contains 36904 members 
Mstep: Class 11 contains 19753 members 
Mstep: Class 12 contains 35262 members 
Mstep: Class 13 contains 7885 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 56288 members 
Mstep: Class 16 contains 4116 members 
Mstep: Class 17 contains 3749 members 
Mstep: Class 18 contains 3620 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 2020 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 1377 members 
Mstep: Class 23 contains 1975 members 
Mstep: Class 24 contains 3518 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 112178 members 
Mstep: Class 27 contains 14342 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 15216 members 
Mstep: Class 30 contains 11322 members 
Mstep: Class 31 contains 1400 members 
Mstep: Class 32 contains 5318 members 
Mstep: Class 33 contains 3632 members 
Mstep: Class 34 contains 1376 members 
Mstep: Class 35 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874524.000000 Penalty: 74469.898438
Iteration 63Q: 36 clusters Score -4.087452e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 6878 members 
Mstep: Class 3 contains 2544 members 
Mstep: Class 4 contains 12721 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 9286 members 
Mstep: Class 7 contains 34881 members 
Mstep: Class 8 contains 31649 members 
Mstep: Class 9 contains 11655 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 19761 members 
Mstep: Class 12 contains 35372 members 
Mstep: Class 13 contains 7830 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 55635 members 
Mstep: Class 16 contains 4127 members 
Mstep: Class 17 contains 3752 members 
Mstep: Class 18 contains 3617 members 
Mstep: Class 19 contains 1294 members 
Mstep: Class 20 contains 2030 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 1379 members 
Mstep: Class 23 contains 1996 members 
Mstep: Class 24 contains 3495 members 
Mstep: Class 25 contains 1175 members 
Mstep: Class 26 contains 112170 members 
Mstep: Class 27 contains 14618 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 15241 members 
Mstep: Class 30 contains 11381 members 
Mstep: Class 31 contains 1412 members 
Mstep: Class 32 contains 5309 members 
Mstep: Class 33 contains 3703 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 1996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874824.000000 Penalty: 74469.898438
Iteration 64Q: 36 clusters Score -4.087482e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 6852 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 12684 members 
Mstep: Class 5 contains 4626 members 
Mstep: Class 6 contains 9305 members 
Mstep: Class 7 contains 35304 members 
Mstep: Class 8 contains 31681 members 
Mstep: Class 9 contains 11646 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 11 contains 19775 members 
Mstep: Class 12 contains 35471 members 
Mstep: Class 13 contains 7784 members 
Mstep: Class 14 contains 8549 members 
Mstep: Class 15 contains 55048 members 
Mstep: Class 16 contains 4135 members 
Mstep: Class 17 contains 3759 members 
Mstep: Class 18 contains 3613 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 2036 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1380 members 
Mstep: Class 23 contains 2018 members 
Mstep: Class 24 contains 3475 members 
Mstep: Class 25 contains 1177 members 
Mstep: Class 26 contains 112157 members 
Mstep: Class 27 contains 14894 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 15260 members 
Mstep: Class 30 contains 11444 members 
Mstep: Class 31 contains 1419 members 
Mstep: Class 32 contains 5303 members 
Mstep: Class 33 contains 3766 members 
Mstep: Class 34 contains 1370 members 
Mstep: Class 35 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875072.000000 Penalty: 74469.898438
Iteration 65Q: 36 clusters Score -4.087507e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6815 members 
Mstep: Class 3 contains 2533 members 
Mstep: Class 4 contains 12654 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 6 contains 9331 members 
Mstep: Class 7 contains 35736 members 
Mstep: Class 8 contains 31718 members 
Mstep: Class 9 contains 11636 members 
Mstep: Class 10 contains 36910 members 
Mstep: Class 11 contains 19807 members 
Mstep: Class 12 contains 35579 members 
Mstep: Class 13 contains 7738 members 
Mstep: Class 14 contains 8551 members 
Mstep: Class 15 contains 54426 members 
Mstep: Class 16 contains 4149 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 3609 members 
Mstep: Class 19 contains 1289 members 
Mstep: Class 20 contains 2042 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1381 members 
Mstep: Class 23 contains 2029 members 
Mstep: Class 24 contains 3458 members 
Mstep: Class 25 contains 1180 members 
Mstep: Class 26 contains 112151 members 
Mstep: Class 27 contains 15158 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 15266 members 
Mstep: Class 30 contains 11503 members 
Mstep: Class 31 contains 1428 members 
Mstep: Class 32 contains 5302 members 
Mstep: Class 33 contains 3829 members 
Mstep: Class 34 contains 1367 members 
Mstep: Class 35 contains 1970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875260.000000 Penalty: 74469.898438
Iteration 66Q: 36 clusters Score -4.087526e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6766 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 12637 members 
Mstep: Class 5 contains 4489 members 
Mstep: Class 6 contains 9350 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 31738 members 
Mstep: Class 9 contains 11635 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 11 contains 19835 members 
Mstep: Class 12 contains 35692 members 
Mstep: Class 13 contains 7701 members 
Mstep: Class 14 contains 8549 members 
Mstep: Class 15 contains 53819 members 
Mstep: Class 16 contains 4161 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 3608 members 
Mstep: Class 19 contains 1288 members 
Mstep: Class 20 contains 2047 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 2042 members 
Mstep: Class 24 contains 3443 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112146 members 
Mstep: Class 27 contains 15416 members 
Mstep: Class 28 contains 3582 members 
Mstep: Class 29 contains 15277 members 
Mstep: Class 30 contains 11546 members 
Mstep: Class 31 contains 1439 members 
Mstep: Class 32 contains 5297 members 
Mstep: Class 33 contains 3893 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 1961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875548.000000 Penalty: 74469.898438
Iteration 67Q: 36 clusters Score -4.087555e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 6730 members 
Mstep: Class 3 contains 2540 members 
Mstep: Class 4 contains 12627 members 
Mstep: Class 5 contains 4427 members 
Mstep: Class 6 contains 9369 members 
Mstep: Class 7 contains 36539 members 
Mstep: Class 8 contains 31741 members 
Mstep: Class 9 contains 11632 members 
Mstep: Class 10 contains 36905 members 
Mstep: Class 11 contains 19861 members 
Mstep: Class 12 contains 35805 members 
Mstep: Class 13 contains 7642 members 
Mstep: Class 14 contains 8547 members 
Mstep: Class 15 contains 53254 members 
Mstep: Class 16 contains 4173 members 
Mstep: Class 17 contains 3770 members 
Mstep: Class 18 contains 3602 members 
Mstep: Class 19 contains 1283 members 
Mstep: Class 20 contains 2051 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 2051 members 
Mstep: Class 24 contains 3430 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112155 members 
Mstep: Class 27 contains 15678 members 
Mstep: Class 28 contains 3586 members 
Mstep: Class 29 contains 15279 members 
Mstep: Class 30 contains 11594 members 
Mstep: Class 31 contains 1445 members 
Mstep: Class 32 contains 5291 members 
Mstep: Class 33 contains 3948 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 1949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875788.000000 Penalty: 74469.898438
Iteration 68Q: 36 clusters Score -4.087579e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 6687 members 
Mstep: Class 3 contains 2539 members 
Mstep: Class 4 contains 12616 members 
Mstep: Class 5 contains 4366 members 
Mstep: Class 6 contains 9385 members 
Mstep: Class 7 contains 36884 members 
Mstep: Class 8 contains 31752 members 
Mstep: Class 9 contains 11632 members 
Mstep: Class 10 contains 36908 members 
Mstep: Class 11 contains 19889 members 
Mstep: Class 12 contains 35916 members 
Mstep: Class 13 contains 7572 members 
Mstep: Class 14 contains 8543 members 
Mstep: Class 15 contains 52720 members 
Mstep: Class 16 contains 4182 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 3595 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 2054 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 2057 members 
Mstep: Class 24 contains 3424 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112171 members 
Mstep: Class 27 contains 15969 members 
Mstep: Class 28 contains 3588 members 
Mstep: Class 29 contains 15284 members 
Mstep: Class 30 contains 11637 members 
Mstep: Class 31 contains 1450 members 
Mstep: Class 32 contains 5286 members 
Mstep: Class 33 contains 4021 members 
Mstep: Class 34 contains 1361 members 
Mstep: Class 35 contains 1927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875928.000000 Penalty: 74469.898438
Iteration 69Q: 36 clusters Score -4.087593e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 6647 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 12596 members 
Mstep: Class 5 contains 4298 members 
Mstep: Class 6 contains 9408 members 
Mstep: Class 7 contains 37209 members 
Mstep: Class 8 contains 31754 members 
Mstep: Class 9 contains 11628 members 
Mstep: Class 10 contains 36911 members 
Mstep: Class 11 contains 19903 members 
Mstep: Class 12 contains 36018 members 
Mstep: Class 13 contains 7500 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 52256 members 
Mstep: Class 16 contains 4191 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 3593 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 2058 members 
Mstep: Class 21 contains 583 members 
Mstep: Class 22 contains 1382 members 
Mstep: Class 23 contains 2061 members 
Mstep: Class 24 contains 3418 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 112178 members 
Mstep: Class 27 contains 16229 members 
Mstep: Class 28 contains 3589 members 
Mstep: Class 29 contains 15302 members 
Mstep: Class 30 contains 11676 members 
Mstep: Class 31 contains 1457 members 
Mstep: Class 32 contains 5281 members 
Mstep: Class 33 contains 4096 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876244.000000 Penalty: 74469.898438
Iteration 70Q: 36 clusters Score -4.087624e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 6609 members 
Mstep: Class 3 contains 2536 members 
Mstep: Class 4 contains 12572 members 
Mstep: Class 5 contains 4232 members 
Mstep: Class 6 contains 9428 members 
Mstep: Class 7 contains 37479 members 
Mstep: Class 8 contains 31748 members 
Mstep: Class 9 contains 11628 members 
Mstep: Class 10 contains 36904 members 
Mstep: Class 11 contains 19915 members 
Mstep: Class 12 contains 36120 members 
Mstep: Class 13 contains 7421 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 51838 members 
Mstep: Class 16 contains 4195 members 
Mstep: Class 17 contains 3767 members 
Mstep: Class 18 contains 3587 members 
Mstep: Class 19 contains 1291 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 2066 members 
Mstep: Class 24 contains 3407 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 3595 members 
Mstep: Class 29 contains 15313 members 
Mstep: Class 30 contains 11718 members 
Mstep: Class 31 contains 1465 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 4178 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876524.000000 Penalty: 74469.898438
Iteration 71Q: 36 clusters Score -4.087652e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 6584 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 12556 members 
Mstep: Class 5 contains 4159 members 
Mstep: Class 6 contains 9446 members 
Mstep: Class 7 contains 37739 members 
Mstep: Class 8 contains 31748 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 36899 members 
Mstep: Class 11 contains 19914 members 
Mstep: Class 12 contains 36194 members 
Mstep: Class 13 contains 7362 members 
Mstep: Class 14 contains 8537 members 
Mstep: Class 15 contains 51481 members 
Mstep: Class 16 contains 4194 members 
Mstep: Class 17 contains 3764 members 
Mstep: Class 18 contains 3580 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 2059 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 1383 members 
Mstep: Class 23 contains 2072 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 1199 members 
Mstep: Class 26 contains 112190 members 
Mstep: Class 27 contains 16750 members 
Mstep: Class 28 contains 3597 members 
Mstep: Class 29 contains 15316 members 
Mstep: Class 30 contains 11752 members 
Mstep: Class 31 contains 1471 members 
Mstep: Class 32 contains 5279 members 
Mstep: Class 33 contains 4250 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 1886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876740.000000 Penalty: 74469.898438
Iteration 72Q: 36 clusters Score -4.087674e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 6554 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 4089 members 
Mstep: Class 6 contains 9462 members 
Mstep: Class 7 contains 37948 members 
Mstep: Class 8 contains 31735 members 
Mstep: Class 9 contains 11603 members 
Mstep: Class 10 contains 36896 members 
Mstep: Class 11 contains 19911 members 
Mstep: Class 12 contains 36271 members 
Mstep: Class 13 contains 7317 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 51196 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 3766 members 
Mstep: Class 18 contains 3577 members 
Mstep: Class 19 contains 1289 members 
Mstep: Class 20 contains 2060 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1385 members 
Mstep: Class 23 contains 2078 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 1202 members 
Mstep: Class 26 contains 112200 members 
Mstep: Class 27 contains 17006 members 
Mstep: Class 28 contains 3598 members 
Mstep: Class 29 contains 15313 members 
Mstep: Class 30 contains 11783 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 5278 members 
Mstep: Class 33 contains 4315 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876716.000000 Penalty: 74469.898438
Iteration 73Q: 36 clusters Score -4.087672e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 2524 members 
Mstep: Class 4 contains 12519 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 9472 members 
Mstep: Class 7 contains 38153 members 
Mstep: Class 8 contains 31722 members 
Mstep: Class 9 contains 11594 members 
Mstep: Class 10 contains 36894 members 
Mstep: Class 11 contains 19913 members 
Mstep: Class 12 contains 36320 members 
Mstep: Class 13 contains 7276 members 
Mstep: Class 14 contains 8530 members 
Mstep: Class 15 contains 50924 members 
Mstep: Class 16 contains 4193 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 3571 members 
Mstep: Class 19 contains 1283 members 
Mstep: Class 20 contains 2063 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 2083 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 26 contains 112198 members 
Mstep: Class 27 contains 17238 members 
Mstep: Class 28 contains 3599 members 
Mstep: Class 29 contains 15312 members 
Mstep: Class 30 contains 11807 members 
Mstep: Class 31 contains 1477 members 
Mstep: Class 32 contains 5269 members 
Mstep: Class 33 contains 4385 members 
Mstep: Class 34 contains 1359 members 
Mstep: Class 35 contains 1873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876868.000000 Penalty: 74469.898438
Iteration 74Q: 36 clusters Score -4.087687e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 6514 members 
Mstep: Class 3 contains 2526 members 
Mstep: Class 4 contains 12512 members 
Mstep: Class 5 contains 3983 members 
Mstep: Class 6 contains 9486 members 
Mstep: Class 7 contains 38338 members 
Mstep: Class 8 contains 31724 members 
Mstep: Class 9 contains 11591 members 
Mstep: Class 10 contains 36892 members 
Mstep: Class 11 contains 19899 members 
Mstep: Class 12 contains 36367 members 
Mstep: Class 13 contains 7234 members 
Mstep: Class 14 contains 8533 members 
Mstep: Class 15 contains 50662 members 
Mstep: Class 16 contains 4198 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 3562 members 
Mstep: Class 19 contains 1278 members 
Mstep: Class 20 contains 2067 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 2085 members 
Mstep: Class 24 contains 3398 members 
Mstep: Class 25 contains 1203 members 
Mstep: Class 26 contains 112199 members 
Mstep: Class 27 contains 17442 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 15312 members 
Mstep: Class 30 contains 11825 members 
Mstep: Class 31 contains 1475 members 
Mstep: Class 32 contains 5263 members 
Mstep: Class 33 contains 4449 members 
Mstep: Class 34 contains 1365 members 
Mstep: Class 35 contains 1864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877004.000000 Penalty: 74469.898438
Iteration 75Q: 36 clusters Score -4.0877e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 6494 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 9488 members 
Mstep: Class 7 contains 38507 members 
Mstep: Class 8 contains 31713 members 
Mstep: Class 9 contains 11579 members 
Mstep: Class 10 contains 36889 members 
Mstep: Class 11 contains 19890 members 
Mstep: Class 12 contains 36431 members 
Mstep: Class 13 contains 7201 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 50432 members 
Mstep: Class 16 contains 4202 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 1271 members 
Mstep: Class 20 contains 2073 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2090 members 
Mstep: Class 24 contains 3396 members 
Mstep: Class 25 contains 1204 members 
Mstep: Class 26 contains 112196 members 
Mstep: Class 27 contains 17647 members 
Mstep: Class 28 contains 3604 members 
Mstep: Class 29 contains 15302 members 
Mstep: Class 30 contains 11841 members 
Mstep: Class 31 contains 1476 members 
Mstep: Class 32 contains 5257 members 
Mstep: Class 33 contains 4516 members 
Mstep: Class 34 contains 1363 members 
Mstep: Class 35 contains 1855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877264.000000 Penalty: 74469.898438
Iteration 76Q: 36 clusters Score -4.087726e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 6472 members 
Mstep: Class 3 contains 2530 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 3875 members 
Mstep: Class 6 contains 9497 members 
Mstep: Class 7 contains 38663 members 
Mstep: Class 8 contains 31701 members 
Mstep: Class 9 contains 11566 members 
Mstep: Class 10 contains 36888 members 
Mstep: Class 11 contains 19882 members 
Mstep: Class 12 contains 36484 members 
Mstep: Class 13 contains 7141 members 
Mstep: Class 14 contains 8540 members 
Mstep: Class 15 contains 50212 members 
Mstep: Class 16 contains 4208 members 
Mstep: Class 17 contains 3769 members 
Mstep: Class 18 contains 3558 members 
Mstep: Class 19 contains 1272 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1388 members 
Mstep: Class 23 contains 2101 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 1210 members 
Mstep: Class 26 contains 112189 members 
Mstep: Class 27 contains 17850 members 
Mstep: Class 28 contains 3608 members 
Mstep: Class 29 contains 15290 members 
Mstep: Class 30 contains 11859 members 
Mstep: Class 31 contains 1477 members 
Mstep: Class 32 contains 5247 members 
Mstep: Class 33 contains 4589 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 1848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877400.000000 Penalty: 74469.898438
Iteration 77Q: 36 clusters Score -4.08774e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 6433 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 12504 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 9505 members 
Mstep: Class 7 contains 38792 members 
Mstep: Class 8 contains 31697 members 
Mstep: Class 9 contains 11560 members 
Mstep: Class 10 contains 36886 members 
Mstep: Class 11 contains 19876 members 
Mstep: Class 12 contains 36536 members 
Mstep: Class 13 contains 7103 members 
Mstep: Class 14 contains 8538 members 
Mstep: Class 15 contains 50011 members 
Mstep: Class 16 contains 4224 members 
Mstep: Class 17 contains 3778 members 
Mstep: Class 18 contains 3557 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2107 members 
Mstep: Class 24 contains 3380 members 
Mstep: Class 25 contains 1212 members 
Mstep: Class 26 contains 112180 members 
Mstep: Class 27 contains 18037 members 
Mstep: Class 28 contains 3609 members 
Mstep: Class 29 contains 15278 members 
Mstep: Class 30 contains 11877 members 
Mstep: Class 31 contains 1479 members 
Mstep: Class 32 contains 5231 members 
Mstep: Class 33 contains 4659 members 
Mstep: Class 34 contains 1358 members 
Mstep: Class 35 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877660.000000 Penalty: 74469.898438
Iteration 78Q: 36 clusters Score -4.087766e+07 nChanged 771
Entering ConstructFrom: 
Score: -40877660.000000 Penalty: 74469.898438
Entering ConstructFrom: 
Trying to split cluster 1 (10795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Entering Unmasked Estep 
Score: -933908.875000 Penalty: 1509.111206
	Iteration 0F: 2 clusters Score -933908.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -926221.000000 Penalty: 3018.222412
	Iteration 0F: 3 clusters Score -926221 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -928782.312500 Penalty: 3018.222412
	Iteration 1F: 3 clusters Score -928782.3 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -929169.750000 Penalty: 3018.222412
	Iteration 2F: 3 clusters Score -929169.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -929608.437500 Penalty: 3018.222412
	Iteration 3F: 3 clusters Score -929608.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -930089.437500 Penalty: 3018.222412
	Iteration 4F: 3 clusters Score -930089.4 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -930623.875000 Penalty: 3018.222412
	Iteration 5F: 3 clusters Score -930623.9 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -931132.625000 Penalty: 3018.222412
	Iteration 6F: 3 clusters Score -931132.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -931540.250000 Penalty: 3018.222412
	Iteration 7F: 3 clusters Score -931540.2 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -931826.250000 Penalty: 3018.222412
	Iteration 8Q: 3 clusters Score -931826.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -932019.812500 Penalty: 3018.222412
	Iteration 9Q: 3 clusters Score -932019.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -932137.625000 Penalty: 3018.222412
	Iteration 10Q: 3 clusters Score -932137.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -932214.937500 Penalty: 3018.222412
	Iteration 11Q: 3 clusters Score -932214.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -932261.375000 Penalty: 3018.222412
	Iteration 12Q: 3 clusters Score -932261.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -932294.437500 Penalty: 3018.222412
	Iteration 13Q: 3 clusters Score -932294.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -932329.437500 Penalty: 3018.222412
	Iteration 14Q: 3 clusters Score -932329.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -932371.625000 Penalty: 3018.222412
	Iteration 15Q: 3 clusters Score -932371.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -932414.937500 Penalty: 3018.222412
	Iteration 16Q: 3 clusters Score -932414.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -932449.875000 Penalty: 3018.222412
	Iteration 17Q: 3 clusters Score -932449.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -932474.625000 Penalty: 3018.222412
	Iteration 18Q: 3 clusters Score -932474.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -932491.687500 Penalty: 3018.222412
	Iteration 19Q: 3 clusters Score -932491.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -932511.437500 Penalty: 3018.222412
	Iteration 20F: 3 clusters Score -932511.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -932529.375000 Penalty: 3018.222412
	Iteration 21Q: 3 clusters Score -932529.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -932545.062500 Penalty: 3018.222412
	Iteration 22Q: 3 clusters Score -932545.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -932560.125000 Penalty: 3018.222412
	Iteration 23Q: 3 clusters Score -932560.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -932579.062500 Penalty: 3018.222412
	Iteration 24Q: 3 clusters Score -932579.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -932591.437500 Penalty: 3018.222412
	Iteration 25Q: 3 clusters Score -932591.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -932614.937500 Penalty: 3018.222412
	Iteration 26Q: 3 clusters Score -932614.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -932631.500000 Penalty: 3018.222412
	Iteration 27Q: 3 clusters Score -932631.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -932644.000000 Penalty: 3018.222412
	Iteration 28Q: 3 clusters Score -932644 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -932656.875000 Penalty: 3018.222412
	Iteration 29Q: 3 clusters Score -932656.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -932665.125000 Penalty: 3018.222412
	Iteration 30Q: 3 clusters Score -932665.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -932682.375000 Penalty: 3018.222412
	Iteration 31Q: 3 clusters Score -932682.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -932696.562500 Penalty: 3018.222412
	Iteration 32Q: 3 clusters Score -932696.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -932703.562500 Penalty: 3018.222412
	Iteration 33Q: 3 clusters Score -932703.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -932716.812500 Penalty: 3018.222412
	Iteration 34Q: 3 clusters Score -932716.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -932734.937500 Penalty: 3018.222412
	Iteration 35Q: 3 clusters Score -932734.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -932740.562500 Penalty: 3018.222412
	Iteration 36Q: 3 clusters Score -932740.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -932745.000000 Penalty: 3018.222412
	Iteration 37Q: 3 clusters Score -932745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -932748.812500 Penalty: 3018.222412
	Iteration 38Q: 3 clusters Score -932748.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -932752.875000 Penalty: 3018.222412
	Iteration 39Q: 3 clusters Score -932752.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -932754.562500 Penalty: 3018.222412
	Iteration 40F: 3 clusters Score -932754.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -932761.312500 Penalty: 3018.222412
	Iteration 41Q: 3 clusters Score -932761.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -932762.937500 Penalty: 3018.222412
	Iteration 42Q: 3 clusters Score -932762.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -932763.312500 Penalty: 3018.222412
	Iteration 43Q: 3 clusters Score -932763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -932764.500000 Penalty: 3018.222412
	Iteration 44Q: 3 clusters Score -932764.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -932765.937500 Penalty: 3018.222412
	Iteration 45Q: 3 clusters Score -932765.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -932767.312500 Penalty: 3018.222412
	Iteration 46Q: 3 clusters Score -932767.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -932767.250000 Penalty: 3018.222412
	Iteration 47Q: 3 clusters Score -932767.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -932768.250000 Penalty: 3018.222412
	Iteration 48Q: 3 clusters Score -932768.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -932772.875000 Penalty: 3018.222412
	Iteration 49Q: 3 clusters Score -932772.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -932777.250000 Penalty: 3018.222412
	Iteration 50Q: 3 clusters Score -932777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -932785.625000 Penalty: 3018.222412
	Iteration 51Q: 3 clusters Score -932785.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -932790.812500 Penalty: 3018.222412
	Iteration 52Q: 3 clusters Score -932790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -932800.437500 Penalty: 3018.222412
	Iteration 53Q: 3 clusters Score -932800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -932803.125000 Penalty: 3018.222412
	Iteration 54Q: 3 clusters Score -932803.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -932808.062500 Penalty: 3018.222412
	Iteration 55Q: 3 clusters Score -932808.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -932809.812500 Penalty: 3018.222412
	Iteration 56Q: 3 clusters Score -932809.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -932812.687500 Penalty: 3018.222412
	Iteration 57Q: 3 clusters Score -932812.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -932814.250000 Penalty: 3018.222412
	Iteration 58Q: 3 clusters Score -932814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -932817.687500 Penalty: 3018.222412
	Iteration 59Q: 3 clusters Score -932817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -932821.437500 Penalty: 3018.222412
	Iteration 60F: 3 clusters Score -932821.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -932828.500000 Penalty: 3018.222412
	Iteration 61Q: 3 clusters Score -932828.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -932832.500000 Penalty: 3018.222412
	Iteration 62Q: 3 clusters Score -932832.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -932836.562500 Penalty: 3018.222412
	Iteration 63Q: 3 clusters Score -932836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -932837.812500 Penalty: 3018.222412
	Iteration 64Q: 3 clusters Score -932837.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -932839.625000 Penalty: 3018.222412
	Iteration 65Q: 3 clusters Score -932839.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -932841.187500 Penalty: 3018.222412
	Iteration 66Q: 3 clusters Score -932841.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -932845.062500 Penalty: 3018.222412
	Iteration 67Q: 3 clusters Score -932845.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -932848.687500 Penalty: 3018.222412
	Iteration 68Q: 3 clusters Score -932848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -932850.125000 Penalty: 3018.222412
	Iteration 69Q: 3 clusters Score -932850.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -932850.187500 Penalty: 3018.222412
	Iteration 70Q: 3 clusters Score -932850.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -932851.500000 Penalty: 3018.222412
	Iteration 71Q: 3 clusters Score -932851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -932850.625000 Penalty: 3018.222412
	Iteration 72Q: 3 clusters Score -932850.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -932850.625000 Penalty: 3018.222412
	Iteration 73F: 3 clusters Score -932850.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -499320.843750 Penalty: 1424.336304
	Iteration 0F: 2 clusters Score -499320.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -494473.562500 Penalty: 2848.672607
	Iteration 0F: 3 clusters Score -494473.6 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -496047.281250 Penalty: 2848.672607
	Iteration 1F: 3 clusters Score -496047.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -496533.812500 Penalty: 2848.672607
	Iteration 2F: 3 clusters Score -496533.8 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -496985.750000 Penalty: 2848.672607
	Iteration 3F: 3 clusters Score -496985.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -497444.437500 Penalty: 2848.672607
	Iteration 4F: 3 clusters Score -497444.4 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -497815.843750 Penalty: 2848.672607
	Iteration 5F: 3 clusters Score -497815.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -498095.125000 Penalty: 2848.672607
	Iteration 6F: 3 clusters Score -498095.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -498297.406250 Penalty: 2848.672607
	Iteration 7Q: 3 clusters Score -498297.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -498415.937500 Penalty: 2848.672607
	Iteration 8Q: 3 clusters Score -498415.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -498488.281250 Penalty: 2848.672607
	Iteration 9Q: 3 clusters Score -498488.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -498549.312500 Penalty: 2848.672607
	Iteration 10Q: 3 clusters Score -498549.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -498594.156250 Penalty: 2848.672607
	Iteration 11Q: 3 clusters Score -498594.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -498633.250000 Penalty: 2848.672607
	Iteration 12Q: 3 clusters Score -498633.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -498672.125000 Penalty: 2848.672607
	Iteration 13Q: 3 clusters Score -498672.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -498696.906250 Penalty: 2848.672607
	Iteration 14Q: 3 clusters Score -498696.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -498717.625000 Penalty: 2848.672607
	Iteration 15Q: 3 clusters Score -498717.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -498737.968750 Penalty: 2848.672607
	Iteration 16Q: 3 clusters Score -498738 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -498753.906250 Penalty: 2848.672607
	Iteration 17Q: 3 clusters Score -498753.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -498763.437500 Penalty: 2848.672607
	Iteration 18Q: 3 clusters Score -498763.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -498769.468750 Penalty: 2848.672607
	Iteration 19Q: 3 clusters Score -498769.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -498776.937500 Penalty: 2848.672607
	Iteration 20F: 3 clusters Score -498776.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -498784.437500 Penalty: 2848.672607
	Iteration 21Q: 3 clusters Score -498784.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -498789.625000 Penalty: 2848.672607
	Iteration 22Q: 3 clusters Score -498789.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -498794.687500 Penalty: 2848.672607
	Iteration 23Q: 3 clusters Score -498794.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -498798.250000 Penalty: 2848.672607
	Iteration 24Q: 3 clusters Score -498798.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -498801.156250 Penalty: 2848.672607
	Iteration 25Q: 3 clusters Score -498801.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -498804.343750 Penalty: 2848.672607
	Iteration 26Q: 3 clusters Score -498804.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -498805.843750 Penalty: 2848.672607
	Iteration 27Q: 3 clusters Score -498805.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -498807.718750 Penalty: 2848.672607
	Iteration 28Q: 3 clusters Score -498807.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -498813.156250 Penalty: 2848.672607
	Iteration 29Q: 3 clusters Score -498813.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -498821.593750 Penalty: 2848.672607
	Iteration 30Q: 3 clusters Score -498821.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -498835.093750 Penalty: 2848.672607
	Iteration 31Q: 3 clusters Score -498835.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -498848.125000 Penalty: 2848.672607
	Iteration 32Q: 3 clusters Score -498848.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -498857.406250 Penalty: 2848.672607
	Iteration 33Q: 3 clusters Score -498857.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -498865.500000 Penalty: 2848.672607
	Iteration 34Q: 3 clusters Score -498865.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -498869.750000 Penalty: 2848.672607
	Iteration 35Q: 3 clusters Score -498869.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -498875.593750 Penalty: 2848.672607
	Iteration 36Q: 3 clusters Score -498875.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -498878.187500 Penalty: 2848.672607
	Iteration 37Q: 3 clusters Score -498878.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -498882.093750 Penalty: 2848.672607
	Iteration 38Q: 3 clusters Score -498882.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -498885.062500 Penalty: 2848.672607
	Iteration 39Q: 3 clusters Score -498885.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -498887.343750 Penalty: 2848.672607
	Iteration 40F: 3 clusters Score -498887.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -498889.656250 Penalty: 2848.672607
	Iteration 41Q: 3 clusters Score -498889.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -498890.312500 Penalty: 2848.672607
	Iteration 42Q: 3 clusters Score -498890.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -498891.125000 Penalty: 2848.672607
	Iteration 43Q: 3 clusters Score -498891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -498890.531250 Penalty: 2848.672607
	Iteration 44Q: 3 clusters Score -498890.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -498891.718750 Penalty: 2848.672607
	Iteration 45Q: 3 clusters Score -498891.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -498893.562500 Penalty: 2848.672607
	Iteration 46Q: 3 clusters Score -498893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -498895.406250 Penalty: 2848.672607
	Iteration 47Q: 3 clusters Score -498895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -498897.281250 Penalty: 2848.672607
	Iteration 48Q: 3 clusters Score -498897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -498899.312500 Penalty: 2848.672607
	Iteration 49Q: 3 clusters Score -498899.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -498899.093750 Penalty: 2848.672607
	Iteration 50Q: 3 clusters Score -498899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -498900.500000 Penalty: 2848.672607
	Iteration 51Q: 3 clusters Score -498900.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -498900.937500 Penalty: 2848.672607
	Iteration 52Q: 3 clusters Score -498900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -498901.031250 Penalty: 2848.672607
	Iteration 53Q: 3 clusters Score -498901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -498901.156250 Penalty: 2848.672607
	Iteration 54Q: 3 clusters Score -498901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -498901.687500 Penalty: 2848.672607
	Iteration 55Q: 3 clusters Score -498901.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -498901.687500 Penalty: 2848.672607
	Iteration 56F: 3 clusters Score -498901.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Entering Unmasked Estep 
Score: -200173.562500 Penalty: 1273.024414
	Iteration 0F: 2 clusters Score -200173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -197779.906250 Penalty: 2546.048828
	Iteration 0F: 3 clusters Score -197779.9 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -198459.812500 Penalty: 2546.048828
	Iteration 1F: 3 clusters Score -198459.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -198762.328125 Penalty: 2546.048828
	Iteration 2F: 3 clusters Score -198762.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -198936.140625 Penalty: 2546.048828
	Iteration 3F: 3 clusters Score -198936.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -199051.734375 Penalty: 2546.048828
	Iteration 4F: 3 clusters Score -199051.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -199130.703125 Penalty: 2546.048828
	Iteration 5Q: 3 clusters Score -199130.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -199172.093750 Penalty: 2546.048828
	Iteration 6Q: 3 clusters Score -199172.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -199211.765625 Penalty: 2546.048828
	Iteration 7Q: 3 clusters Score -199211.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -199249.015625 Penalty: 2546.048828
	Iteration 8Q: 3 clusters Score -199249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -199277.015625 Penalty: 2546.048828
	Iteration 9Q: 3 clusters Score -199277 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -199312.328125 Penalty: 2546.048828
	Iteration 10Q: 3 clusters Score -199312.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -199337.718750 Penalty: 2546.048828
	Iteration 11Q: 3 clusters Score -199337.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -199364.812500 Penalty: 2546.048828
	Iteration 12Q: 3 clusters Score -199364.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -199389.109375 Penalty: 2546.048828
	Iteration 13Q: 3 clusters Score -199389.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -199412.281250 Penalty: 2546.048828
	Iteration 14Q: 3 clusters Score -199412.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -199432.937500 Penalty: 2546.048828
	Iteration 15Q: 3 clusters Score -199432.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -199456.156250 Penalty: 2546.048828
	Iteration 16Q: 3 clusters Score -199456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -199474.625000 Penalty: 2546.048828
	Iteration 17Q: 3 clusters Score -199474.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -199496.578125 Penalty: 2546.048828
	Iteration 18Q: 3 clusters Score -199496.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -199520.046875 Penalty: 2546.048828
	Iteration 19Q: 3 clusters Score -199520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -199542.187500 Penalty: 2546.048828
	Iteration 20F: 3 clusters Score -199542.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -199557.500000 Penalty: 2546.048828
	Iteration 21Q: 3 clusters Score -199557.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -199567.296875 Penalty: 2546.048828
	Iteration 22Q: 3 clusters Score -199567.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -199580.125000 Penalty: 2546.048828
	Iteration 23Q: 3 clusters Score -199580.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -199590.484375 Penalty: 2546.048828
	Iteration 24Q: 3 clusters Score -199590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -199595.515625 Penalty: 2546.048828
	Iteration 25Q: 3 clusters Score -199595.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -199609.218750 Penalty: 2546.048828
	Iteration 26Q: 3 clusters Score -199609.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -199630.812500 Penalty: 2546.048828
	Iteration 27Q: 3 clusters Score -199630.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -199642.953125 Penalty: 2546.048828
	Iteration 28Q: 3 clusters Score -199643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -199651.437500 Penalty: 2546.048828
	Iteration 29Q: 3 clusters Score -199651.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -199657.562500 Penalty: 2546.048828
	Iteration 30Q: 3 clusters Score -199657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -199667.437500 Penalty: 2546.048828
	Iteration 31Q: 3 clusters Score -199667.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -199670.859375 Penalty: 2546.048828
	Iteration 32Q: 3 clusters Score -199670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -199674.531250 Penalty: 2546.048828
	Iteration 33Q: 3 clusters Score -199674.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -199677.093750 Penalty: 2546.048828
	Iteration 34Q: 3 clusters Score -199677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -199684.812500 Penalty: 2546.048828
	Iteration 35Q: 3 clusters Score -199684.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -199689.656250 Penalty: 2546.048828
	Iteration 36Q: 3 clusters Score -199689.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -199692.140625 Penalty: 2546.048828
	Iteration 37Q: 3 clusters Score -199692.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -199696.281250 Penalty: 2546.048828
	Iteration 38Q: 3 clusters Score -199696.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -199698.156250 Penalty: 2546.048828
	Iteration 39Q: 3 clusters Score -199698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -199698.968750 Penalty: 2546.048828
	Iteration 40F: 3 clusters Score -199699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Entering Unmasked Estep 
Score: -1106810.625000 Penalty: 1533.006104
	Iteration 0F: 2 clusters Score -1106811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1097999.125000 Penalty: 3066.012207
	Iteration 0F: 3 clusters Score -1097999 nChanged 5423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1100955.500000 Penalty: 3066.012207
	Iteration 1F: 3 clusters Score -1100956 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1101276.250000 Penalty: 3066.012207
	Iteration 2F: 3 clusters Score -1101276 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1101612.750000 Penalty: 3066.012207
	Iteration 3F: 3 clusters Score -1101613 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1101928.250000 Penalty: 3066.012207
	Iteration 4F: 3 clusters Score -1101928 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -1102215.375000 Penalty: 3066.012207
	Iteration 5Q: 3 clusters Score -1102215 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1102477.750000 Penalty: 3066.012207
	Iteration 6Q: 3 clusters Score -1102478 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1102757.750000 Penalty: 3066.012207
	Iteration 7Q: 3 clusters Score -1102758 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1103005.125000 Penalty: 3066.012207
	Iteration 8Q: 3 clusters Score -1103005 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1103230.375000 Penalty: 3066.012207
	Iteration 9Q: 3 clusters Score -1103230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1103455.500000 Penalty: 3066.012207
	Iteration 10Q: 3 clusters Score -1103456 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1103710.750000 Penalty: 3066.012207
	Iteration 11Q: 3 clusters Score -1103711 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1103978.000000 Penalty: 3066.012207
	Iteration 12Q: 3 clusters Score -1103978 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1104226.250000 Penalty: 3066.012207
	Iteration 13Q: 3 clusters Score -1104226 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1104449.625000 Penalty: 3066.012207
	Iteration 14Q: 3 clusters Score -1104450 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1104649.000000 Penalty: 3066.012207
	Iteration 15Q: 3 clusters Score -1104649 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1104838.750000 Penalty: 3066.012207
	Iteration 16Q: 3 clusters Score -1104839 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1104988.500000 Penalty: 3066.012207
	Iteration 17Q: 3 clusters Score -1104988 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1105107.250000 Penalty: 3066.012207
	Iteration 18Q: 3 clusters Score -1105107 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -1105204.250000 Penalty: 3066.012207
	Iteration 19Q: 3 clusters Score -1105204 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -1105259.500000 Penalty: 3066.012207
	Iteration 20F: 3 clusters Score -1105260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -1105304.500000 Penalty: 3066.012207
	Iteration 21Q: 3 clusters Score -1105304 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1105344.750000 Penalty: 3066.012207
	Iteration 22Q: 3 clusters Score -1105345 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1105371.000000 Penalty: 3066.012207
	Iteration 23Q: 3 clusters Score -1105371 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -1105401.250000 Penalty: 3066.012207
	Iteration 24Q: 3 clusters Score -1105401 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -1105419.500000 Penalty: 3066.012207
	Iteration 25Q: 3 clusters Score -1105420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -1105430.125000 Penalty: 3066.012207
	Iteration 26Q: 3 clusters Score -1105430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -1105442.375000 Penalty: 3066.012207
	Iteration 27Q: 3 clusters Score -1105442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1105448.750000 Penalty: 3066.012207
	Iteration 28Q: 3 clusters Score -1105449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -1105457.000000 Penalty: 3066.012207
	Iteration 29Q: 3 clusters Score -1105457 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1105462.875000 Penalty: 3066.012207
	Iteration 30Q: 3 clusters Score -1105463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1105466.125000 Penalty: 3066.012207
	Iteration 31Q: 3 clusters Score -1105466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1105468.125000 Penalty: 3066.012207
	Iteration 32Q: 3 clusters Score -1105468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1105468.500000 Penalty: 3066.012207
	Iteration 33Q: 3 clusters Score -1105468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -1105469.000000 Penalty: 3066.012207
	Iteration 34Q: 3 clusters Score -1105469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1105471.500000 Penalty: 3066.012207
	Iteration 35Q: 3 clusters Score -1105472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1105473.875000 Penalty: 3066.012207
	Iteration 36Q: 3 clusters Score -1105474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1105474.750000 Penalty: 3066.012207
	Iteration 37Q: 3 clusters Score -1105475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1105476.750000 Penalty: 3066.012207
	Iteration 38Q: 3 clusters Score -1105477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1105476.750000 Penalty: 3066.012207
	Iteration 39Q: 3 clusters Score -1105477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -1105477.750000 Penalty: 3066.012207
	Iteration 40F: 3 clusters Score -1105478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1105478.125000 Penalty: 3066.012207
	Iteration 41Q: 3 clusters Score -1105478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -1105478.125000 Penalty: 3066.012207
	Iteration 42F: 3 clusters Score -1105478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Entering Unmasked Estep 
Score: -316993.343750 Penalty: 1338.805176
	Iteration 0F: 2 clusters Score -316993.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -313773.781250 Penalty: 2677.610352
	Iteration 0F: 3 clusters Score -313773.8 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -314727.593750 Penalty: 2677.610352
	Iteration 1F: 3 clusters Score -314727.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -315090.218750 Penalty: 2677.610352
	Iteration 2F: 3 clusters Score -315090.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -315598.968750 Penalty: 2677.610352
	Iteration 3F: 3 clusters Score -315599 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -316362.468750 Penalty: 2677.610352
	Iteration 4F: 3 clusters Score -316362.5 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -317107.187500 Penalty: 2677.610352
	Iteration 5F: 3 clusters Score -317107.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -317499.781250 Penalty: 2677.610352
	Iteration 6F: 3 clusters Score -317499.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -317653.812500 Penalty: 2677.610352
	Iteration 7Q: 3 clusters Score -317653.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -317721.593750 Penalty: 2677.610352
	Iteration 8Q: 3 clusters Score -317721.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -317751.062500 Penalty: 2677.610352
	Iteration 9Q: 3 clusters Score -317751.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -317766.437500 Penalty: 2677.610352
	Iteration 10Q: 3 clusters Score -317766.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -317772.312500 Penalty: 2677.610352
	Iteration 11Q: 3 clusters Score -317772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -317775.656250 Penalty: 2677.610352
	Iteration 12Q: 3 clusters Score -317775.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -317777.312500 Penalty: 2677.610352
	Iteration 13Q: 3 clusters Score -317777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -317778.593750 Penalty: 2677.610352
	Iteration 14Q: 3 clusters Score -317778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -317779.218750 Penalty: 2677.610352
	Iteration 15Q: 3 clusters Score -317779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -317779.218750 Penalty: 2677.610352
	Iteration 16F: 3 clusters Score -317779.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 2715 members 
Mstep: Class 6 contains 9516 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 1070 members 
Entering Unmasked Estep 
Score: -40877632.000000 Penalty: 76597.609375
Splitting cluster 5 changes total score from -40877660.000000 to -40877632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (9516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Entering Unmasked Estep 
Score: -830515.625000 Penalty: 1488.618530
	Iteration 0F: 2 clusters Score -830515.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -823661.312500 Penalty: 2977.237061
	Iteration 0F: 3 clusters Score -823661.3 nChanged 4104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -826062.000000 Penalty: 2977.237061
	Iteration 1F: 3 clusters Score -826062 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -826559.250000 Penalty: 2977.237061
	Iteration 2F: 3 clusters Score -826559.2 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -827169.000000 Penalty: 2977.237061
	Iteration 3F: 3 clusters Score -827169 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -827785.875000 Penalty: 2977.237061
	Iteration 4F: 3 clusters Score -827785.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -828349.375000 Penalty: 2977.237061
	Iteration 5F: 3 clusters Score -828349.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -828879.812500 Penalty: 2977.237061
	Iteration 6F: 3 clusters Score -828879.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -829385.437500 Penalty: 2977.237061
	Iteration 7Q: 3 clusters Score -829385.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -829878.500000 Penalty: 2977.237061
	Iteration 8Q: 3 clusters Score -829878.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -830420.687500 Penalty: 2977.237061
	Iteration 9Q: 3 clusters Score -830420.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -831224.437500 Penalty: 2977.237061
	Iteration 10Q: 3 clusters Score -831224.4 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -831982.812500 Penalty: 2977.237061
	Iteration 11Q: 3 clusters Score -831982.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -832398.625000 Penalty: 2977.237061
	Iteration 12Q: 3 clusters Score -832398.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -832533.625000 Penalty: 2977.237061
	Iteration 13Q: 3 clusters Score -832533.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -832570.125000 Penalty: 2977.237061
	Iteration 14Q: 3 clusters Score -832570.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -832581.312500 Penalty: 2977.237061
	Iteration 15Q: 3 clusters Score -832581.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -832585.687500 Penalty: 2977.237061
	Iteration 16Q: 3 clusters Score -832585.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -832588.375000 Penalty: 2977.237061
	Iteration 17Q: 3 clusters Score -832588.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -832588.187500 Penalty: 2977.237061
	Iteration 18Q: 3 clusters Score -832588.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -832587.687500 Penalty: 2977.237061
	Iteration 19Q: 3 clusters Score -832587.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -832588.625000 Penalty: 2977.237061
	Iteration 20F: 3 clusters Score -832588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -832588.250000 Penalty: 2977.237061
	Iteration 21Q: 3 clusters Score -832588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -832588.250000 Penalty: 2977.237061
	Iteration 22F: 3 clusters Score -832588.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 31687 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 6564 members 
Entering Unmasked Estep 
Score: -40879036.000000 Penalty: 76597.609375
Splitting cluster 6 changes total score from -40877660.000000 to -40879036.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 7 (38903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38903 members 
Entering Unmasked Estep 
Score: -3475040.500000 Penalty: 1717.434326
	Iteration 0F: 2 clusters Score -3475040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -3449107.500000 Penalty: 3434.868652
	Iteration 0F: 3 clusters Score -3449108 nChanged 18046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -3459391.500000 Penalty: 3434.868652
	Iteration 1F: 3 clusters Score -3459392 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3460261.000000 Penalty: 3434.868652
	Iteration 2F: 3 clusters Score -3460261 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3461408.750000 Penalty: 3434.868652
	Iteration 3F: 3 clusters Score -3461409 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -3463027.000000 Penalty: 3434.868652
	Iteration 4F: 3 clusters Score -3463027 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3465104.250000 Penalty: 3434.868652
	Iteration 5F: 3 clusters Score -3465104 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 30686 members 
Entering Unmasked Estep 
Score: -3467301.250000 Penalty: 3434.868652
	Iteration 6F: 3 clusters Score -3467301 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3469277.000000 Penalty: 3434.868652
	Iteration 7F: 3 clusters Score -3469277 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3470857.750000 Penalty: 3434.868652
	Iteration 8F: 3 clusters Score -3470858 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 36357 members 
Entering Unmasked Estep 
Score: -3471981.250000 Penalty: 3434.868652
	Iteration 9Q: 3 clusters Score -3471981 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 37224 members 
Entering Unmasked Estep 
Score: -3472618.500000 Penalty: 3434.868652
	Iteration 10Q: 3 clusters Score -3472618 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -3472987.500000 Penalty: 3434.868652
	Iteration 11Q: 3 clusters Score -3472988 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -3473205.750000 Penalty: 3434.868652
	Iteration 12Q: 3 clusters Score -3473206 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -3473323.750000 Penalty: 3434.868652
	Iteration 13Q: 3 clusters Score -3473324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -3473388.500000 Penalty: 3434.868652
	Iteration 14Q: 3 clusters Score -3473388 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 38385 members 
Entering Unmasked Estep 
Score: -3473433.500000 Penalty: 3434.868652
	Iteration 15Q: 3 clusters Score -3473434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 38428 members 
Entering Unmasked Estep 
Score: -3473456.250000 Penalty: 3434.868652
	Iteration 16Q: 3 clusters Score -3473456 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -3473482.750000 Penalty: 3434.868652
	Iteration 17Q: 3 clusters Score -3473483 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 38467 members 
Entering Unmasked Estep 
Score: -3473505.000000 Penalty: 3434.868652
	Iteration 18Q: 3 clusters Score -3473505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 38474 members 
Entering Unmasked Estep 
Score: -3473509.500000 Penalty: 3434.868652
	Iteration 19Q: 3 clusters Score -3473510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 38479 members 
Entering Unmasked Estep 
Score: -3473513.750000 Penalty: 3434.868652
	Iteration 20F: 3 clusters Score -3473514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 38487 members 
Entering Unmasked Estep 
Score: -3473518.500000 Penalty: 3434.868652
	Iteration 21Q: 3 clusters Score -3473518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -3473535.000000 Penalty: 3434.868652
	Iteration 22Q: 3 clusters Score -3473535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -3473533.750000 Penalty: 3434.868652
	Iteration 23Q: 3 clusters Score -3473534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3473541.500000 Penalty: 3434.868652
	Iteration 24Q: 3 clusters Score -3473542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -3473547.000000 Penalty: 3434.868652
	Iteration 25Q: 3 clusters Score -3473547 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -3473551.500000 Penalty: 3434.868652
	Iteration 26Q: 3 clusters Score -3473552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3473553.500000 Penalty: 3434.868652
	Iteration 27Q: 3 clusters Score -3473554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3473552.750000 Penalty: 3434.868652
	Iteration 28Q: 3 clusters Score -3473553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 38516 members 
Entering Unmasked Estep 
Score: -3473552.750000 Penalty: 3434.868652
	Iteration 29F: 3 clusters Score -3473553 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (31687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Entering Unmasked Estep 
Score: -2813381.500000 Penalty: 1684.095093
	Iteration 0F: 2 clusters Score -2813382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15786 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2792155.750000 Penalty: 3368.190186
	Iteration 0F: 3 clusters Score -2792156 nChanged 14671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2800759.000000 Penalty: 3368.190186
	Iteration 1F: 3 clusters Score -2800759 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -2801775.000000 Penalty: 3368.190186
	Iteration 2F: 3 clusters Score -2801775 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2803211.250000 Penalty: 3368.190186
	Iteration 3F: 3 clusters Score -2803211 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2804970.000000 Penalty: 3368.190186
	Iteration 4F: 3 clusters Score -2804970 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2807053.750000 Penalty: 3368.190186
	Iteration 5F: 3 clusters Score -2807054 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -2809469.250000 Penalty: 3368.190186
	Iteration 6F: 3 clusters Score -2809469 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2811508.000000 Penalty: 3368.190186
	Iteration 7F: 3 clusters Score -2811508 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2812748.250000 Penalty: 3368.190186
	Iteration 8Q: 3 clusters Score -2812748 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2813346.000000 Penalty: 3368.190186
	Iteration 9Q: 3 clusters Score -2813346 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -2813678.250000 Penalty: 3368.190186
	Iteration 10Q: 3 clusters Score -2813678 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -2813904.250000 Penalty: 3368.190186
	Iteration 11Q: 3 clusters Score -2813904 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -2814040.500000 Penalty: 3368.190186
	Iteration 12Q: 3 clusters Score -2814040 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -2814154.500000 Penalty: 3368.190186
	Iteration 13Q: 3 clusters Score -2814154 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -2814253.250000 Penalty: 3368.190186
	Iteration 14Q: 3 clusters Score -2814253 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -2814341.000000 Penalty: 3368.190186
	Iteration 15Q: 3 clusters Score -2814341 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2814427.500000 Penalty: 3368.190186
	Iteration 16Q: 3 clusters Score -2814428 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -2814528.500000 Penalty: 3368.190186
	Iteration 17Q: 3 clusters Score -2814528 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -2814686.250000 Penalty: 3368.190186
	Iteration 18Q: 3 clusters Score -2814686 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2814929.000000 Penalty: 3368.190186
	Iteration 19Q: 3 clusters Score -2814929 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2815353.750000 Penalty: 3368.190186
	Iteration 20F: 3 clusters Score -2815354 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -2815708.500000 Penalty: 3368.190186
	Iteration 21Q: 3 clusters Score -2815708 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2815930.500000 Penalty: 3368.190186
	Iteration 22Q: 3 clusters Score -2815930 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -2816044.250000 Penalty: 3368.190186
	Iteration 23Q: 3 clusters Score -2816044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2816110.250000 Penalty: 3368.190186
	Iteration 24Q: 3 clusters Score -2816110 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2816132.500000 Penalty: 3368.190186
	Iteration 25Q: 3 clusters Score -2816132 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2816151.500000 Penalty: 3368.190186
	Iteration 26Q: 3 clusters Score -2816152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 21360 members 
Entering Unmasked Estep 
Score: -2816169.000000 Penalty: 3368.190186
	Iteration 27Q: 3 clusters Score -2816169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2816167.000000 Penalty: 3368.190186
	Iteration 28Q: 3 clusters Score -2816167 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2816178.000000 Penalty: 3368.190186
	Iteration 29Q: 3 clusters Score -2816178 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2816176.500000 Penalty: 3368.190186
	Iteration 30Q: 3 clusters Score -2816176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2816180.750000 Penalty: 3368.190186
	Iteration 31Q: 3 clusters Score -2816181 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2816181.750000 Penalty: 3368.190186
	Iteration 32Q: 3 clusters Score -2816182 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2816181.000000 Penalty: 3368.190186
	Iteration 33Q: 3 clusters Score -2816181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2816182.500000 Penalty: 3368.190186
	Iteration 34Q: 3 clusters Score -2816182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2816178.000000 Penalty: 3368.190186
	Iteration 35Q: 3 clusters Score -2816178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2816180.250000 Penalty: 3368.190186
	Iteration 36Q: 3 clusters Score -2816180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2816185.000000 Penalty: 3368.190186
	Iteration 37Q: 3 clusters Score -2816185 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2816197.000000 Penalty: 3368.190186
	Iteration 38Q: 3 clusters Score -2816197 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2816195.750000 Penalty: 3368.190186
	Iteration 39Q: 3 clusters Score -2816196 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2816202.250000 Penalty: 3368.190186
	Iteration 40F: 3 clusters Score -2816202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -2816203.750000 Penalty: 3368.190186
	Iteration 41Q: 3 clusters Score -2816204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2816200.250000 Penalty: 3368.190186
	Iteration 42Q: 3 clusters Score -2816200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2816203.250000 Penalty: 3368.190186
	Iteration 43Q: 3 clusters Score -2816203 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2816200.750000 Penalty: 3368.190186
	Iteration 44Q: 3 clusters Score -2816201 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2816202.000000 Penalty: 3368.190186
	Iteration 45Q: 3 clusters Score -2816202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -2816202.500000 Penalty: 3368.190186
	Iteration 46Q: 3 clusters Score -2816202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2816206.250000 Penalty: 3368.190186
	Iteration 47Q: 3 clusters Score -2816206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2816207.750000 Penalty: 3368.190186
	Iteration 48Q: 3 clusters Score -2816208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2816213.750000 Penalty: 3368.190186
	Iteration 49Q: 3 clusters Score -2816214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2816212.000000 Penalty: 3368.190186
	Iteration 50Q: 3 clusters Score -2816212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2816211.000000 Penalty: 3368.190186
	Iteration 51Q: 3 clusters Score -2816211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2816213.250000 Penalty: 3368.190186
	Iteration 52Q: 3 clusters Score -2816213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2816213.000000 Penalty: 3368.190186
	Iteration 53Q: 3 clusters Score -2816213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2816213.000000 Penalty: 3368.190186
	Iteration 54F: 3 clusters Score -2816213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 3559 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 6564 members 
Mstep: Class 37 contains 20975 members 
Entering Unmasked Estep 
Score: -40881620.000000 Penalty: 78725.320312
Splitting cluster 8 changes total score from -40877660.000000 to -40881620.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 9 (11558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Entering Unmasked Estep 
Score: -1004217.000000 Penalty: 1520.209106
	Iteration 0F: 2 clusters Score -1004217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -996078.000000 Penalty: 3040.418213
	Iteration 0F: 3 clusters Score -996078 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -998755.500000 Penalty: 3040.418213
	Iteration 1F: 3 clusters Score -998755.5 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -999096.437500 Penalty: 3040.418213
	Iteration 2F: 3 clusters Score -999096.4 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -999486.312500 Penalty: 3040.418213
	Iteration 3F: 3 clusters Score -999486.3 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1000002.500000 Penalty: 3040.418213
	Iteration 4F: 3 clusters Score -1000002 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1000595.062500 Penalty: 3040.418213
	Iteration 5F: 3 clusters Score -1000595 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1001120.250000 Penalty: 3040.418213
	Iteration 6F: 3 clusters Score -1001120 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1001519.250000 Penalty: 3040.418213
	Iteration 7F: 3 clusters Score -1001519 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1001829.562500 Penalty: 3040.418213
	Iteration 8Q: 3 clusters Score -1001830 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1002128.375000 Penalty: 3040.418213
	Iteration 9Q: 3 clusters Score -1002128 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1002367.687500 Penalty: 3040.418213
	Iteration 10Q: 3 clusters Score -1002368 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1002533.000000 Penalty: 3040.418213
	Iteration 11Q: 3 clusters Score -1002533 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1002675.875000 Penalty: 3040.418213
	Iteration 12Q: 3 clusters Score -1002676 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1002796.500000 Penalty: 3040.418213
	Iteration 13Q: 3 clusters Score -1002796 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1002895.437500 Penalty: 3040.418213
	Iteration 14Q: 3 clusters Score -1002895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1003004.375000 Penalty: 3040.418213
	Iteration 15Q: 3 clusters Score -1003004 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1003116.250000 Penalty: 3040.418213
	Iteration 16Q: 3 clusters Score -1003116 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1003222.937500 Penalty: 3040.418213
	Iteration 17Q: 3 clusters Score -1003223 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1003328.500000 Penalty: 3040.418213
	Iteration 18Q: 3 clusters Score -1003328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1003410.750000 Penalty: 3040.418213
	Iteration 19Q: 3 clusters Score -1003411 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1003462.875000 Penalty: 3040.418213
	Iteration 20F: 3 clusters Score -1003463 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1003505.500000 Penalty: 3040.418213
	Iteration 21Q: 3 clusters Score -1003506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1003537.500000 Penalty: 3040.418213
	Iteration 22Q: 3 clusters Score -1003538 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1003553.562500 Penalty: 3040.418213
	Iteration 23Q: 3 clusters Score -1003554 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1003569.500000 Penalty: 3040.418213
	Iteration 24Q: 3 clusters Score -1003570 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1003583.937500 Penalty: 3040.418213
	Iteration 25Q: 3 clusters Score -1003584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1003588.125000 Penalty: 3040.418213
	Iteration 26Q: 3 clusters Score -1003588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1003593.187500 Penalty: 3040.418213
	Iteration 27Q: 3 clusters Score -1003593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1003595.812500 Penalty: 3040.418213
	Iteration 28Q: 3 clusters Score -1003596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1003602.312500 Penalty: 3040.418213
	Iteration 29Q: 3 clusters Score -1003602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1003605.000000 Penalty: 3040.418213
	Iteration 30Q: 3 clusters Score -1003605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1003608.250000 Penalty: 3040.418213
	Iteration 31Q: 3 clusters Score -1003608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1003610.937500 Penalty: 3040.418213
	Iteration 32Q: 3 clusters Score -1003611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1003614.062500 Penalty: 3040.418213
	Iteration 33Q: 3 clusters Score -1003614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1003614.562500 Penalty: 3040.418213
	Iteration 34Q: 3 clusters Score -1003615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1003614.187500 Penalty: 3040.418213
	Iteration 35Q: 3 clusters Score -1003614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1003614.187500 Penalty: 3040.418213
	Iteration 36F: 3 clusters Score -1003614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Entering Unmasked Estep 
Score: -3246828.000000 Penalty: 1708.765381
	Iteration 0F: 2 clusters Score -3246828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -3222026.750000 Penalty: 3417.530762
	Iteration 0F: 3 clusters Score -3222027 nChanged 17176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -3231671.000000 Penalty: 3417.530762
	Iteration 1F: 3 clusters Score -3231671 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3232116.500000 Penalty: 3417.530762
	Iteration 2Q: 3 clusters Score -3232116 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -3232514.750000 Penalty: 3417.530762
	Iteration 3Q: 3 clusters Score -3232515 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -3232909.750000 Penalty: 3417.530762
	Iteration 4Q: 3 clusters Score -3232910 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -3233441.500000 Penalty: 3417.530762
	Iteration 5Q: 3 clusters Score -3233442 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3234003.000000 Penalty: 3417.530762
	Iteration 6Q: 3 clusters Score -3234003 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -3234702.000000 Penalty: 3417.530762
	Iteration 7Q: 3 clusters Score -3234702 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -3235558.250000 Penalty: 3417.530762
	Iteration 8Q: 3 clusters Score -3235558 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3236537.500000 Penalty: 3417.530762
	Iteration 9Q: 3 clusters Score -3236538 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3237788.750000 Penalty: 3417.530762
	Iteration 10F: 3 clusters Score -3237789 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28110 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -3239222.250000 Penalty: 3417.530762
	Iteration 11F: 3 clusters Score -3239222 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -3240748.750000 Penalty: 3417.530762
	Iteration 12F: 3 clusters Score -3240749 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -3242100.000000 Penalty: 3417.530762
	Iteration 13F: 3 clusters Score -3242100 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33546 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3243210.250000 Penalty: 3417.530762
	Iteration 14Q: 3 clusters Score -3243210 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34631 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3243994.750000 Penalty: 3417.530762
	Iteration 15Q: 3 clusters Score -3243995 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35371 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3244514.000000 Penalty: 3417.530762
	Iteration 16Q: 3 clusters Score -3244514 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3244825.000000 Penalty: 3417.530762
	Iteration 17Q: 3 clusters Score -3244825 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3245007.750000 Penalty: 3417.530762
	Iteration 18Q: 3 clusters Score -3245008 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3245100.500000 Penalty: 3417.530762
	Iteration 19Q: 3 clusters Score -3245100 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3245166.000000 Penalty: 3417.530762
	Iteration 20F: 3 clusters Score -3245166 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3245208.250000 Penalty: 3417.530762
	Iteration 21Q: 3 clusters Score -3245208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36392 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3245246.000000 Penalty: 3417.530762
	Iteration 22Q: 3 clusters Score -3245246 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3245277.750000 Penalty: 3417.530762
	Iteration 23Q: 3 clusters Score -3245278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3245297.500000 Penalty: 3417.530762
	Iteration 24Q: 3 clusters Score -3245298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36465 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3245309.000000 Penalty: 3417.530762
	Iteration 25Q: 3 clusters Score -3245309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36472 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -3245312.250000 Penalty: 3417.530762
	Iteration 26Q: 3 clusters Score -3245312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3245317.750000 Penalty: 3417.530762
	Iteration 27Q: 3 clusters Score -3245318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3245321.750000 Penalty: 3417.530762
	Iteration 28Q: 3 clusters Score -3245322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3245324.750000 Penalty: 3417.530762
	Iteration 29Q: 3 clusters Score -3245325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3245327.250000 Penalty: 3417.530762
	Iteration 30Q: 3 clusters Score -3245327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36503 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3245332.750000 Penalty: 3417.530762
	Iteration 31Q: 3 clusters Score -3245333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3245334.500000 Penalty: 3417.530762
	Iteration 32Q: 3 clusters Score -3245334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3245336.250000 Penalty: 3417.530762
	Iteration 33Q: 3 clusters Score -3245336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -3245344.500000 Penalty: 3417.530762
	Iteration 34Q: 3 clusters Score -3245344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3245347.250000 Penalty: 3417.530762
	Iteration 35Q: 3 clusters Score -3245347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36532 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3245352.500000 Penalty: 3417.530762
	Iteration 36Q: 3 clusters Score -3245352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36534 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3245349.000000 Penalty: 3417.530762
	Iteration 37Q: 3 clusters Score -3245349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3245356.000000 Penalty: 3417.530762
	Iteration 38Q: 3 clusters Score -3245356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3245360.250000 Penalty: 3417.530762
	Iteration 39Q: 3 clusters Score -3245360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36548 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3245365.500000 Penalty: 3417.530762
	Iteration 40F: 3 clusters Score -3245366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36552 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3245368.750000 Penalty: 3417.530762
	Iteration 41Q: 3 clusters Score -3245369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3245374.750000 Penalty: 3417.530762
	Iteration 42Q: 3 clusters Score -3245375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3245379.000000 Penalty: 3417.530762
	Iteration 43Q: 3 clusters Score -3245379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3245383.000000 Penalty: 3417.530762
	Iteration 44Q: 3 clusters Score -3245383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36563 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3245381.500000 Penalty: 3417.530762
	Iteration 45Q: 3 clusters Score -3245382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3245382.750000 Penalty: 3417.530762
	Iteration 46Q: 3 clusters Score -3245383 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3245382.750000 Penalty: 3417.530762
	Iteration 47F: 3 clusters Score -3245383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Entering Unmasked Estep 
Score: -1747968.750000 Penalty: 1608.224243
	Iteration 0F: 2 clusters Score -1747969 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 9885 members 
Entering Unmasked Estep 
Score: -1734508.125000 Penalty: 3216.448486
	Iteration 0F: 3 clusters Score -1734508 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -1739389.500000 Penalty: 3216.448486
	Iteration 1F: 3 clusters Score -1739390 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -1739978.125000 Penalty: 3216.448486
	Iteration 2F: 3 clusters Score -1739978 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1740718.375000 Penalty: 3216.448486
	Iteration 3F: 3 clusters Score -1740718 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1741437.750000 Penalty: 3216.448486
	Iteration 4F: 3 clusters Score -1741438 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1742096.875000 Penalty: 3216.448486
	Iteration 5F: 3 clusters Score -1742097 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1742717.875000 Penalty: 3216.448486
	Iteration 6F: 3 clusters Score -1742718 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1743360.625000 Penalty: 3216.448486
	Iteration 7Q: 3 clusters Score -1743361 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1743959.250000 Penalty: 3216.448486
	Iteration 8Q: 3 clusters Score -1743959 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1744426.625000 Penalty: 3216.448486
	Iteration 9Q: 3 clusters Score -1744427 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1744803.000000 Penalty: 3216.448486
	Iteration 10Q: 3 clusters Score -1744803 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1745148.250000 Penalty: 3216.448486
	Iteration 11Q: 3 clusters Score -1745148 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1745483.125000 Penalty: 3216.448486
	Iteration 12Q: 3 clusters Score -1745483 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -1745760.500000 Penalty: 3216.448486
	Iteration 13Q: 3 clusters Score -1745760 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1746032.750000 Penalty: 3216.448486
	Iteration 14Q: 3 clusters Score -1746033 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1746281.875000 Penalty: 3216.448486
	Iteration 15Q: 3 clusters Score -1746282 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1746510.125000 Penalty: 3216.448486
	Iteration 16Q: 3 clusters Score -1746510 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1746691.875000 Penalty: 3216.448486
	Iteration 17Q: 3 clusters Score -1746692 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1746825.500000 Penalty: 3216.448486
	Iteration 18Q: 3 clusters Score -1746826 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1746945.625000 Penalty: 3216.448486
	Iteration 19Q: 3 clusters Score -1746946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1747033.375000 Penalty: 3216.448486
	Iteration 20F: 3 clusters Score -1747033 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1747100.625000 Penalty: 3216.448486
	Iteration 21Q: 3 clusters Score -1747101 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1747149.375000 Penalty: 3216.448486
	Iteration 22Q: 3 clusters Score -1747149 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1747191.750000 Penalty: 3216.448486
	Iteration 23Q: 3 clusters Score -1747192 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1747220.125000 Penalty: 3216.448486
	Iteration 24Q: 3 clusters Score -1747220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1747250.375000 Penalty: 3216.448486
	Iteration 25Q: 3 clusters Score -1747250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1747262.125000 Penalty: 3216.448486
	Iteration 26Q: 3 clusters Score -1747262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1747268.625000 Penalty: 3216.448486
	Iteration 27Q: 3 clusters Score -1747269 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1747281.750000 Penalty: 3216.448486
	Iteration 28Q: 3 clusters Score -1747282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1747290.625000 Penalty: 3216.448486
	Iteration 29Q: 3 clusters Score -1747291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1747298.250000 Penalty: 3216.448486
	Iteration 30Q: 3 clusters Score -1747298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1747296.625000 Penalty: 3216.448486
	Iteration 31Q: 3 clusters Score -1747297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1747300.500000 Penalty: 3216.448486
	Iteration 32Q: 3 clusters Score -1747300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1747301.375000 Penalty: 3216.448486
	Iteration 33Q: 3 clusters Score -1747301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1747301.250000 Penalty: 3216.448486
	Iteration 34Q: 3 clusters Score -1747301 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1747302.500000 Penalty: 3216.448486
	Iteration 35Q: 3 clusters Score -1747302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1747302.500000 Penalty: 3216.448486
	Iteration 36Q: 3 clusters Score -1747302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1747305.000000 Penalty: 3216.448486
	Iteration 37Q: 3 clusters Score -1747305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1747306.875000 Penalty: 3216.448486
	Iteration 38Q: 3 clusters Score -1747307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1747305.750000 Penalty: 3216.448486
	Iteration 39Q: 3 clusters Score -1747306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1747307.125000 Penalty: 3216.448486
	Iteration 40F: 3 clusters Score -1747307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1747307.250000 Penalty: 3216.448486
	Iteration 41Q: 3 clusters Score -1747307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1747308.875000 Penalty: 3216.448486
	Iteration 42Q: 3 clusters Score -1747309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1747309.625000 Penalty: 3216.448486
	Iteration 43Q: 3 clusters Score -1747310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1747308.375000 Penalty: 3216.448486
	Iteration 44Q: 3 clusters Score -1747308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1747307.125000 Penalty: 3216.448486
	Iteration 45Q: 3 clusters Score -1747307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1747306.000000 Penalty: 3216.448486
	Iteration 46Q: 3 clusters Score -1747306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1747306.000000 Penalty: 3216.448486
	Iteration 47F: 3 clusters Score -1747306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Entering Unmasked Estep 
Score: -3244868.000000 Penalty: 1707.469116
	Iteration 0F: 2 clusters Score -3244868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -3220383.750000 Penalty: 3414.938232
	Iteration 0F: 3 clusters Score -3220384 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -3229856.750000 Penalty: 3414.938232
	Iteration 1F: 3 clusters Score -3229857 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -3230298.500000 Penalty: 3414.938232
	Iteration 2Q: 3 clusters Score -3230298 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3230796.500000 Penalty: 3414.938232
	Iteration 3Q: 3 clusters Score -3230796 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 19807 members 
Entering Unmasked Estep 
Score: -3231377.250000 Penalty: 3414.938232
	Iteration 4Q: 3 clusters Score -3231377 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -3232102.000000 Penalty: 3414.938232
	Iteration 5Q: 3 clusters Score -3232102 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -3233127.500000 Penalty: 3414.938232
	Iteration 6Q: 3 clusters Score -3233128 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -3234502.500000 Penalty: 3414.938232
	Iteration 7F: 3 clusters Score -3234502 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3236040.500000 Penalty: 3414.938232
	Iteration 8F: 3 clusters Score -3236040 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3237441.500000 Penalty: 3414.938232
	Iteration 9F: 3 clusters Score -3237442 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -3238387.500000 Penalty: 3414.938232
	Iteration 10Q: 3 clusters Score -3238388 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 27093 members 
Entering Unmasked Estep 
Score: -3238973.500000 Penalty: 3414.938232
	Iteration 11Q: 3 clusters Score -3238974 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3239385.500000 Penalty: 3414.938232
	Iteration 12Q: 3 clusters Score -3239386 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -3239708.250000 Penalty: 3414.938232
	Iteration 13Q: 3 clusters Score -3239708 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -3240052.250000 Penalty: 3414.938232
	Iteration 14Q: 3 clusters Score -3240052 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3240398.000000 Penalty: 3414.938232
	Iteration 15Q: 3 clusters Score -3240398 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -3240749.250000 Penalty: 3414.938232
	Iteration 16Q: 3 clusters Score -3240749 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 31465 members 
Entering Unmasked Estep 
Score: -3241101.750000 Penalty: 3414.938232
	Iteration 17Q: 3 clusters Score -3241102 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -3241474.750000 Penalty: 3414.938232
	Iteration 18Q: 3 clusters Score -3241475 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 32660 members 
Entering Unmasked Estep 
Score: -3241834.750000 Penalty: 3414.938232
	Iteration 19Q: 3 clusters Score -3241835 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 33176 members 
Entering Unmasked Estep 
Score: -3242125.750000 Penalty: 3414.938232
	Iteration 20F: 3 clusters Score -3242126 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -3242379.250000 Penalty: 3414.938232
	Iteration 21Q: 3 clusters Score -3242379 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -3242571.750000 Penalty: 3414.938232
	Iteration 22Q: 3 clusters Score -3242572 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 34315 members 
Entering Unmasked Estep 
Score: -3242747.250000 Penalty: 3414.938232
	Iteration 23Q: 3 clusters Score -3242747 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -3242901.500000 Penalty: 3414.938232
	Iteration 24Q: 3 clusters Score -3242902 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 34828 members 
Entering Unmasked Estep 
Score: -3243066.500000 Penalty: 3414.938232
	Iteration 25Q: 3 clusters Score -3243066 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -3243211.750000 Penalty: 3414.938232
	Iteration 26Q: 3 clusters Score -3243212 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -3243397.500000 Penalty: 3414.938232
	Iteration 27Q: 3 clusters Score -3243398 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -3243539.750000 Penalty: 3414.938232
	Iteration 28Q: 3 clusters Score -3243540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35420 members 
Entering Unmasked Estep 
Score: -3243644.750000 Penalty: 3414.938232
	Iteration 29Q: 3 clusters Score -3243645 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 35482 members 
Entering Unmasked Estep 
Score: -3243715.750000 Penalty: 3414.938232
	Iteration 30Q: 3 clusters Score -3243716 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -3243755.750000 Penalty: 3414.938232
	Iteration 31Q: 3 clusters Score -3243756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -3243774.250000 Penalty: 3414.938232
	Iteration 32Q: 3 clusters Score -3243774 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 35576 members 
Entering Unmasked Estep 
Score: -3243796.000000 Penalty: 3414.938232
	Iteration 33Q: 3 clusters Score -3243796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -3243809.000000 Penalty: 3414.938232
	Iteration 34Q: 3 clusters Score -3243809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -3243821.750000 Penalty: 3414.938232
	Iteration 35Q: 3 clusters Score -3243822 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -3243826.250000 Penalty: 3414.938232
	Iteration 36Q: 3 clusters Score -3243826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -3243822.000000 Penalty: 3414.938232
	Iteration 37Q: 3 clusters Score -3243822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -3243831.500000 Penalty: 3414.938232
	Iteration 38Q: 3 clusters Score -3243832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -3243830.750000 Penalty: 3414.938232
	Iteration 39Q: 3 clusters Score -3243831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -3243832.500000 Penalty: 3414.938232
	Iteration 40F: 3 clusters Score -3243832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -3243834.750000 Penalty: 3414.938232
	Iteration 41Q: 3 clusters Score -3243835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 35662 members 
Entering Unmasked Estep 
Score: -3243848.000000 Penalty: 3414.938232
	Iteration 42Q: 3 clusters Score -3243848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -3243856.000000 Penalty: 3414.938232
	Iteration 43Q: 3 clusters Score -3243856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3243860.000000 Penalty: 3414.938232
	Iteration 44Q: 3 clusters Score -3243860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -3243864.250000 Penalty: 3414.938232
	Iteration 45Q: 3 clusters Score -3243864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3243862.750000 Penalty: 3414.938232
	Iteration 46Q: 3 clusters Score -3243863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -3243862.500000 Penalty: 3414.938232
	Iteration 47Q: 3 clusters Score -3243862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -3243866.500000 Penalty: 3414.938232
	Iteration 48Q: 3 clusters Score -3243866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35686 members 
Entering Unmasked Estep 
Score: -3243862.500000 Penalty: 3414.938232
	Iteration 49Q: 3 clusters Score -3243862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -3243862.250000 Penalty: 3414.938232
	Iteration 50Q: 3 clusters Score -3243862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3243859.500000 Penalty: 3414.938232
	Iteration 51Q: 3 clusters Score -3243860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35681 members 
Entering Unmasked Estep 
Score: -3243864.000000 Penalty: 3414.938232
	Iteration 52Q: 3 clusters Score -3243864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3243863.750000 Penalty: 3414.938232
	Iteration 53Q: 3 clusters Score -3243864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -3243864.000000 Penalty: 3414.938232
	Iteration 54Q: 3 clusters Score -3243864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3243868.750000 Penalty: 3414.938232
	Iteration 55Q: 3 clusters Score -3243869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -3243868.750000 Penalty: 3414.938232
	Iteration 56F: 3 clusters Score -3243869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (7052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Entering Unmasked Estep 
Score: -610940.812500 Penalty: 1439.923340
	Iteration 0F: 2 clusters Score -610940.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -605694.437500 Penalty: 2879.846680
	Iteration 0F: 3 clusters Score -605694.4 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -607425.000000 Penalty: 2879.846680
	Iteration 1F: 3 clusters Score -607425 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -607966.937500 Penalty: 2879.846680
	Iteration 2F: 3 clusters Score -607966.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -608475.250000 Penalty: 2879.846680
	Iteration 3F: 3 clusters Score -608475.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -608906.125000 Penalty: 2879.846680
	Iteration 4F: 3 clusters Score -608906.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -609261.750000 Penalty: 2879.846680
	Iteration 5F: 3 clusters Score -609261.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -609527.937500 Penalty: 2879.846680
	Iteration 6F: 3 clusters Score -609527.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -609742.125000 Penalty: 2879.846680
	Iteration 7Q: 3 clusters Score -609742.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -609928.500000 Penalty: 2879.846680
	Iteration 8Q: 3 clusters Score -609928.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -610064.375000 Penalty: 2879.846680
	Iteration 9Q: 3 clusters Score -610064.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -610159.937500 Penalty: 2879.846680
	Iteration 10Q: 3 clusters Score -610159.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -610232.812500 Penalty: 2879.846680
	Iteration 11Q: 3 clusters Score -610232.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -610313.062500 Penalty: 2879.846680
	Iteration 12Q: 3 clusters Score -610313.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -610412.250000 Penalty: 2879.846680
	Iteration 13Q: 3 clusters Score -610412.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -610480.187500 Penalty: 2879.846680
	Iteration 14Q: 3 clusters Score -610480.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -610526.562500 Penalty: 2879.846680
	Iteration 15Q: 3 clusters Score -610526.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -610550.250000 Penalty: 2879.846680
	Iteration 16Q: 3 clusters Score -610550.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -610565.250000 Penalty: 2879.846680
	Iteration 17Q: 3 clusters Score -610565.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -610574.750000 Penalty: 2879.846680
	Iteration 18Q: 3 clusters Score -610574.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -610582.375000 Penalty: 2879.846680
	Iteration 19Q: 3 clusters Score -610582.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -610589.687500 Penalty: 2879.846680
	Iteration 20F: 3 clusters Score -610589.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -610592.687500 Penalty: 2879.846680
	Iteration 21Q: 3 clusters Score -610592.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -610595.625000 Penalty: 2879.846680
	Iteration 22Q: 3 clusters Score -610595.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -610598.125000 Penalty: 2879.846680
	Iteration 23Q: 3 clusters Score -610598.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -610600.687500 Penalty: 2879.846680
	Iteration 24Q: 3 clusters Score -610600.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -610604.812500 Penalty: 2879.846680
	Iteration 25Q: 3 clusters Score -610604.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -610608.125000 Penalty: 2879.846680
	Iteration 26Q: 3 clusters Score -610608.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -610611.500000 Penalty: 2879.846680
	Iteration 27Q: 3 clusters Score -610611.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -610614.500000 Penalty: 2879.846680
	Iteration 28Q: 3 clusters Score -610614.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -610619.812500 Penalty: 2879.846680
	Iteration 29Q: 3 clusters Score -610619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -610623.562500 Penalty: 2879.846680
	Iteration 30Q: 3 clusters Score -610623.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -610625.812500 Penalty: 2879.846680
	Iteration 31Q: 3 clusters Score -610625.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -610627.812500 Penalty: 2879.846680
	Iteration 32Q: 3 clusters Score -610627.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -610628.250000 Penalty: 2879.846680
	Iteration 33Q: 3 clusters Score -610628.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -610630.375000 Penalty: 2879.846680
	Iteration 34Q: 3 clusters Score -610630.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -610640.312500 Penalty: 2879.846680
	Iteration 35Q: 3 clusters Score -610640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -610649.312500 Penalty: 2879.846680
	Iteration 36Q: 3 clusters Score -610649.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -610656.250000 Penalty: 2879.846680
	Iteration 37Q: 3 clusters Score -610656.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -610666.062500 Penalty: 2879.846680
	Iteration 38Q: 3 clusters Score -610666.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -610688.875000 Penalty: 2879.846680
	Iteration 39Q: 3 clusters Score -610688.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -610696.375000 Penalty: 2879.846680
	Iteration 40F: 3 clusters Score -610696.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -610697.437500 Penalty: 2879.846680
	Iteration 41Q: 3 clusters Score -610697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -610697.812500 Penalty: 2879.846680
	Iteration 42Q: 3 clusters Score -610697.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -610697.812500 Penalty: 2879.846680
	Iteration 43F: 3 clusters Score -610697.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Entering Unmasked Estep 
Score: -739240.000000 Penalty: 1471.072021
	Iteration 0F: 2 clusters Score -739240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -733041.000000 Penalty: 2942.144043
	Iteration 0F: 3 clusters Score -733041 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -735208.500000 Penalty: 2942.144043
	Iteration 1F: 3 clusters Score -735208.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -735677.750000 Penalty: 2942.144043
	Iteration 2F: 3 clusters Score -735677.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -736197.437500 Penalty: 2942.144043
	Iteration 3F: 3 clusters Score -736197.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -736742.937500 Penalty: 2942.144043
	Iteration 4F: 3 clusters Score -736742.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -737185.937500 Penalty: 2942.144043
	Iteration 5F: 3 clusters Score -737185.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -737485.250000 Penalty: 2942.144043
	Iteration 6F: 3 clusters Score -737485.2 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -737697.062500 Penalty: 2942.144043
	Iteration 7Q: 3 clusters Score -737697.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -737881.250000 Penalty: 2942.144043
	Iteration 8Q: 3 clusters Score -737881.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -738053.375000 Penalty: 2942.144043
	Iteration 9Q: 3 clusters Score -738053.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -738220.062500 Penalty: 2942.144043
	Iteration 10Q: 3 clusters Score -738220.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -738362.875000 Penalty: 2942.144043
	Iteration 11Q: 3 clusters Score -738362.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -738452.187500 Penalty: 2942.144043
	Iteration 12Q: 3 clusters Score -738452.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -738508.812500 Penalty: 2942.144043
	Iteration 13Q: 3 clusters Score -738508.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -738555.062500 Penalty: 2942.144043
	Iteration 14Q: 3 clusters Score -738555.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -738577.875000 Penalty: 2942.144043
	Iteration 15Q: 3 clusters Score -738577.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -738596.625000 Penalty: 2942.144043
	Iteration 16Q: 3 clusters Score -738596.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -738608.437500 Penalty: 2942.144043
	Iteration 17Q: 3 clusters Score -738608.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -738620.437500 Penalty: 2942.144043
	Iteration 18Q: 3 clusters Score -738620.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -738627.750000 Penalty: 2942.144043
	Iteration 19Q: 3 clusters Score -738627.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -738642.812500 Penalty: 2942.144043
	Iteration 20F: 3 clusters Score -738642.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -738649.312500 Penalty: 2942.144043
	Iteration 21Q: 3 clusters Score -738649.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -738658.937500 Penalty: 2942.144043
	Iteration 22Q: 3 clusters Score -738658.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -738663.625000 Penalty: 2942.144043
	Iteration 23Q: 3 clusters Score -738663.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -738667.500000 Penalty: 2942.144043
	Iteration 24Q: 3 clusters Score -738667.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -738671.187500 Penalty: 2942.144043
	Iteration 25Q: 3 clusters Score -738671.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -738674.187500 Penalty: 2942.144043
	Iteration 26Q: 3 clusters Score -738674.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -738678.062500 Penalty: 2942.144043
	Iteration 27Q: 3 clusters Score -738678.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -738679.187500 Penalty: 2942.144043
	Iteration 28Q: 3 clusters Score -738679.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -738681.937500 Penalty: 2942.144043
	Iteration 29Q: 3 clusters Score -738681.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -738685.562500 Penalty: 2942.144043
	Iteration 30Q: 3 clusters Score -738685.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -738686.750000 Penalty: 2942.144043
	Iteration 31Q: 3 clusters Score -738686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -738688.562500 Penalty: 2942.144043
	Iteration 32Q: 3 clusters Score -738688.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -738688.812500 Penalty: 2942.144043
	Iteration 33Q: 3 clusters Score -738688.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -738695.000000 Penalty: 2942.144043
	Iteration 34Q: 3 clusters Score -738695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -738694.375000 Penalty: 2942.144043
	Iteration 35Q: 3 clusters Score -738694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -738695.687500 Penalty: 2942.144043
	Iteration 36Q: 3 clusters Score -738695.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -738698.937500 Penalty: 2942.144043
	Iteration 37Q: 3 clusters Score -738698.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -738701.187500 Penalty: 2942.144043
	Iteration 38Q: 3 clusters Score -738701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -738702.375000 Penalty: 2942.144043
	Iteration 39Q: 3 clusters Score -738702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -738702.437500 Penalty: 2942.144043
	Iteration 40F: 3 clusters Score -738702.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -738701.500000 Penalty: 2942.144043
	Iteration 41Q: 3 clusters Score -738701.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -738701.750000 Penalty: 2942.144043
	Iteration 42Q: 3 clusters Score -738701.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -738705.500000 Penalty: 2942.144043
	Iteration 43Q: 3 clusters Score -738705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -738704.062500 Penalty: 2942.144043
	Iteration 44Q: 3 clusters Score -738704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -738704.250000 Penalty: 2942.144043
	Iteration 45Q: 3 clusters Score -738704.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -738704.687500 Penalty: 2942.144043
	Iteration 46Q: 3 clusters Score -738704.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -738706.312500 Penalty: 2942.144043
	Iteration 47Q: 3 clusters Score -738706.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -738707.000000 Penalty: 2942.144043
	Iteration 48Q: 3 clusters Score -738707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -738707.250000 Penalty: 2942.144043
	Iteration 49Q: 3 clusters Score -738707.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -738707.062500 Penalty: 2942.144043
	Iteration 50Q: 3 clusters Score -738707.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -738707.062500 Penalty: 2942.144043
	Iteration 51F: 3 clusters Score -738707.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (49829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49829 members 
Entering Unmasked Estep 
Score: -4366180.000000 Penalty: 1757.657349
	Iteration 0F: 2 clusters Score -4366180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -4332922.500000 Penalty: 3515.314697
	Iteration 0F: 3 clusters Score -4332922 nChanged 23248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -4346132.000000 Penalty: 3515.314697
	Iteration 1F: 3 clusters Score -4346132 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -4346845.500000 Penalty: 3515.314697
	Iteration 2Q: 3 clusters Score -4346846 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4347837.000000 Penalty: 3515.314697
	Iteration 3Q: 3 clusters Score -4347837 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4349303.000000 Penalty: 3515.314697
	Iteration 4F: 3 clusters Score -4349303 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -4351391.500000 Penalty: 3515.314697
	Iteration 5F: 3 clusters Score -4351392 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4354134.000000 Penalty: 3515.314697
	Iteration 6F: 3 clusters Score -4354134 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -4357116.000000 Penalty: 3515.314697
	Iteration 7F: 3 clusters Score -4357116 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -4359666.500000 Penalty: 3515.314697
	Iteration 8F: 3 clusters Score -4359666 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4361667.000000 Penalty: 3515.314697
	Iteration 9Q: 3 clusters Score -4361667 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47656 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4363029.000000 Penalty: 3515.314697
	Iteration 10Q: 3 clusters Score -4363029 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -4363821.500000 Penalty: 3515.314697
	Iteration 11Q: 3 clusters Score -4363822 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4364270.000000 Penalty: 3515.314697
	Iteration 12Q: 3 clusters Score -4364270 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4364475.500000 Penalty: 3515.314697
	Iteration 13Q: 3 clusters Score -4364476 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4364563.000000 Penalty: 3515.314697
	Iteration 14Q: 3 clusters Score -4364563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49403 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4364609.500000 Penalty: 3515.314697
	Iteration 15Q: 3 clusters Score -4364610 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4364634.000000 Penalty: 3515.314697
	Iteration 16Q: 3 clusters Score -4364634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4364655.500000 Penalty: 3515.314697
	Iteration 17Q: 3 clusters Score -4364656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4364673.000000 Penalty: 3515.314697
	Iteration 18Q: 3 clusters Score -4364673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4364678.000000 Penalty: 3515.314697
	Iteration 19Q: 3 clusters Score -4364678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -4364691.000000 Penalty: 3515.314697
	Iteration 20F: 3 clusters Score -4364691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4364700.000000 Penalty: 3515.314697
	Iteration 21Q: 3 clusters Score -4364700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49488 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4364706.000000 Penalty: 3515.314697
	Iteration 22Q: 3 clusters Score -4364706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49496 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4364721.000000 Penalty: 3515.314697
	Iteration 23Q: 3 clusters Score -4364721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -4364730.500000 Penalty: 3515.314697
	Iteration 24Q: 3 clusters Score -4364730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49501 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4364745.500000 Penalty: 3515.314697
	Iteration 25Q: 3 clusters Score -4364746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4364752.500000 Penalty: 3515.314697
	Iteration 26Q: 3 clusters Score -4364752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4364750.000000 Penalty: 3515.314697
	Iteration 27Q: 3 clusters Score -4364750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4364752.500000 Penalty: 3515.314697
	Iteration 28Q: 3 clusters Score -4364752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49504 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4364752.500000 Penalty: 3515.314697
	Iteration 29F: 3 clusters Score -4364752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Entering Unmasked Estep 
Score: -335795.531250 Penalty: 1356.675903
	Iteration 0F: 2 clusters Score -335795.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -332328.312500 Penalty: 2713.351807
	Iteration 0F: 3 clusters Score -332328.3 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -333483.468750 Penalty: 2713.351807
	Iteration 1F: 3 clusters Score -333483.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -333788.500000 Penalty: 2713.351807
	Iteration 2F: 3 clusters Score -333788.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -334013.718750 Penalty: 2713.351807
	Iteration 3F: 3 clusters Score -334013.7 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -334183.500000 Penalty: 2713.351807
	Iteration 4F: 3 clusters Score -334183.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -334341.937500 Penalty: 2713.351807
	Iteration 5Q: 3 clusters Score -334341.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -334477.281250 Penalty: 2713.351807
	Iteration 6Q: 3 clusters Score -334477.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -334588.218750 Penalty: 2713.351807
	Iteration 7Q: 3 clusters Score -334588.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -334694.656250 Penalty: 2713.351807
	Iteration 8Q: 3 clusters Score -334694.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -334766.625000 Penalty: 2713.351807
	Iteration 9Q: 3 clusters Score -334766.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -334811.593750 Penalty: 2713.351807
	Iteration 10Q: 3 clusters Score -334811.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -334844.437500 Penalty: 2713.351807
	Iteration 11Q: 3 clusters Score -334844.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -334881.750000 Penalty: 2713.351807
	Iteration 12Q: 3 clusters Score -334881.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -334925.937500 Penalty: 2713.351807
	Iteration 13Q: 3 clusters Score -334925.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -334963.093750 Penalty: 2713.351807
	Iteration 14Q: 3 clusters Score -334963.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -334988.093750 Penalty: 2713.351807
	Iteration 15Q: 3 clusters Score -334988.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -335003.468750 Penalty: 2713.351807
	Iteration 16Q: 3 clusters Score -335003.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -335021.843750 Penalty: 2713.351807
	Iteration 17Q: 3 clusters Score -335021.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -335034.843750 Penalty: 2713.351807
	Iteration 18Q: 3 clusters Score -335034.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -335046.500000 Penalty: 2713.351807
	Iteration 19Q: 3 clusters Score -335046.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -335056.406250 Penalty: 2713.351807
	Iteration 20F: 3 clusters Score -335056.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -335063.593750 Penalty: 2713.351807
	Iteration 21Q: 3 clusters Score -335063.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -335068.218750 Penalty: 2713.351807
	Iteration 22Q: 3 clusters Score -335068.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -335071.437500 Penalty: 2713.351807
	Iteration 23Q: 3 clusters Score -335071.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -335073.187500 Penalty: 2713.351807
	Iteration 24Q: 3 clusters Score -335073.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -335074.125000 Penalty: 2713.351807
	Iteration 25Q: 3 clusters Score -335074.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -335075.156250 Penalty: 2713.351807
	Iteration 26Q: 3 clusters Score -335075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -335076.437500 Penalty: 2713.351807
	Iteration 27Q: 3 clusters Score -335076.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -335078.437500 Penalty: 2713.351807
	Iteration 28Q: 3 clusters Score -335078.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -335079.781250 Penalty: 2713.351807
	Iteration 29Q: 3 clusters Score -335079.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -335081.000000 Penalty: 2713.351807
	Iteration 30Q: 3 clusters Score -335081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -335083.125000 Penalty: 2713.351807
	Iteration 31Q: 3 clusters Score -335083.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -335086.250000 Penalty: 2713.351807
	Iteration 32Q: 3 clusters Score -335086.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -335091.781250 Penalty: 2713.351807
	Iteration 33Q: 3 clusters Score -335091.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -335096.187500 Penalty: 2713.351807
	Iteration 34Q: 3 clusters Score -335096.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -335098.875000 Penalty: 2713.351807
	Iteration 35Q: 3 clusters Score -335098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -335100.875000 Penalty: 2713.351807
	Iteration 36Q: 3 clusters Score -335100.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -335104.093750 Penalty: 2713.351807
	Iteration 37Q: 3 clusters Score -335104.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -335107.375000 Penalty: 2713.351807
	Iteration 38Q: 3 clusters Score -335107.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -335110.781250 Penalty: 2713.351807
	Iteration 39Q: 3 clusters Score -335110.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -335115.875000 Penalty: 2713.351807
	Iteration 40F: 3 clusters Score -335115.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -335120.125000 Penalty: 2713.351807
	Iteration 41Q: 3 clusters Score -335120.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -335124.562500 Penalty: 2713.351807
	Iteration 42Q: 3 clusters Score -335124.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -335126.031250 Penalty: 2713.351807
	Iteration 43Q: 3 clusters Score -335126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -335127.156250 Penalty: 2713.351807
	Iteration 44Q: 3 clusters Score -335127.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -335129.625000 Penalty: 2713.351807
	Iteration 45Q: 3 clusters Score -335129.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -335131.875000 Penalty: 2713.351807
	Iteration 46Q: 3 clusters Score -335131.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -335131.500000 Penalty: 2713.351807
	Iteration 47Q: 3 clusters Score -335131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -335132.250000 Penalty: 2713.351807
	Iteration 48Q: 3 clusters Score -335132.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -335133.312500 Penalty: 2713.351807
	Iteration 49Q: 3 clusters Score -335133.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -335133.593750 Penalty: 2713.351807
	Iteration 50Q: 3 clusters Score -335133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -335133.593750 Penalty: 2713.351807
	Iteration 51F: 3 clusters Score -335133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Entering Unmasked Estep 
Score: -331082.843750 Penalty: 1338.590332
	Iteration 0F: 2 clusters Score -331082.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -327889.093750 Penalty: 2677.180664
	Iteration 0F: 3 clusters Score -327889.1 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -328796.718750 Penalty: 2677.180664
	Iteration 1F: 3 clusters Score -328796.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -328996.812500 Penalty: 2677.180664
	Iteration 2F: 3 clusters Score -328996.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -329114.406250 Penalty: 2677.180664
	Iteration 3F: 3 clusters Score -329114.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -329193.437500 Penalty: 2677.180664
	Iteration 4Q: 3 clusters Score -329193.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -329263.187500 Penalty: 2677.180664
	Iteration 5Q: 3 clusters Score -329263.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -329359.093750 Penalty: 2677.180664
	Iteration 6Q: 3 clusters Score -329359.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -329457.312500 Penalty: 2677.180664
	Iteration 7Q: 3 clusters Score -329457.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -329536.531250 Penalty: 2677.180664
	Iteration 8Q: 3 clusters Score -329536.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -329613.437500 Penalty: 2677.180664
	Iteration 9Q: 3 clusters Score -329613.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -329681.031250 Penalty: 2677.180664
	Iteration 10Q: 3 clusters Score -329681 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -329746.968750 Penalty: 2677.180664
	Iteration 11Q: 3 clusters Score -329747 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -329806.500000 Penalty: 2677.180664
	Iteration 12Q: 3 clusters Score -329806.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -329849.312500 Penalty: 2677.180664
	Iteration 13Q: 3 clusters Score -329849.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -329893.437500 Penalty: 2677.180664
	Iteration 14Q: 3 clusters Score -329893.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -329927.031250 Penalty: 2677.180664
	Iteration 15Q: 3 clusters Score -329927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -329951.843750 Penalty: 2677.180664
	Iteration 16Q: 3 clusters Score -329951.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -329980.687500 Penalty: 2677.180664
	Iteration 17Q: 3 clusters Score -329980.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -330004.375000 Penalty: 2677.180664
	Iteration 18Q: 3 clusters Score -330004.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -330019.843750 Penalty: 2677.180664
	Iteration 19Q: 3 clusters Score -330019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -330029.343750 Penalty: 2677.180664
	Iteration 20F: 3 clusters Score -330029.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -330039.625000 Penalty: 2677.180664
	Iteration 21Q: 3 clusters Score -330039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -330046.937500 Penalty: 2677.180664
	Iteration 22Q: 3 clusters Score -330046.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -330051.125000 Penalty: 2677.180664
	Iteration 23Q: 3 clusters Score -330051.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -330054.500000 Penalty: 2677.180664
	Iteration 24Q: 3 clusters Score -330054.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -330058.437500 Penalty: 2677.180664
	Iteration 25Q: 3 clusters Score -330058.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -330060.500000 Penalty: 2677.180664
	Iteration 26Q: 3 clusters Score -330060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -330062.750000 Penalty: 2677.180664
	Iteration 27Q: 3 clusters Score -330062.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -330067.718750 Penalty: 2677.180664
	Iteration 28Q: 3 clusters Score -330067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -330069.968750 Penalty: 2677.180664
	Iteration 29Q: 3 clusters Score -330070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -330073.406250 Penalty: 2677.180664
	Iteration 30Q: 3 clusters Score -330073.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -330077.843750 Penalty: 2677.180664
	Iteration 31Q: 3 clusters Score -330077.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -330080.875000 Penalty: 2677.180664
	Iteration 32Q: 3 clusters Score -330080.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -330085.000000 Penalty: 2677.180664
	Iteration 33Q: 3 clusters Score -330085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -330089.312500 Penalty: 2677.180664
	Iteration 34Q: 3 clusters Score -330089.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -330092.375000 Penalty: 2677.180664
	Iteration 35Q: 3 clusters Score -330092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -330093.468750 Penalty: 2677.180664
	Iteration 36Q: 3 clusters Score -330093.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -330095.031250 Penalty: 2677.180664
	Iteration 37Q: 3 clusters Score -330095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -330095.031250 Penalty: 2677.180664
	Iteration 38F: 3 clusters Score -330095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (3559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Entering Unmasked Estep 
Score: -292969.437500 Penalty: 1328.800659
	Iteration 0F: 2 clusters Score -292969.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -289992.718750 Penalty: 2657.601318
	Iteration 0F: 3 clusters Score -289992.7 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -291167.187500 Penalty: 2657.601318
	Iteration 1F: 3 clusters Score -291167.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -292039.281250 Penalty: 2657.601318
	Iteration 2F: 3 clusters Score -292039.3 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -293312.281250 Penalty: 2657.601318
	Iteration 3F: 3 clusters Score -293312.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -294666.468750 Penalty: 2657.601318
	Iteration 4F: 3 clusters Score -294666.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -295076.656250 Penalty: 2657.601318
	Iteration 5F: 3 clusters Score -295076.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -295321.500000 Penalty: 2657.601318
	Iteration 6Q: 3 clusters Score -295321.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -295448.687500 Penalty: 2657.601318
	Iteration 7Q: 3 clusters Score -295448.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -295478.625000 Penalty: 2657.601318
	Iteration 8Q: 3 clusters Score -295478.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -295489.125000 Penalty: 2657.601318
	Iteration 9Q: 3 clusters Score -295489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -295499.437500 Penalty: 2657.601318
	Iteration 10Q: 3 clusters Score -295499.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -295504.343750 Penalty: 2657.601318
	Iteration 11Q: 3 clusters Score -295504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -295504.343750 Penalty: 2657.601318
	Iteration 12F: 3 clusters Score -295504.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 5218 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 6564 members 
Mstep: Class 37 contains 20975 members 
Mstep: Class 38 contains 1072 members 
Entering Unmasked Estep 
Score: -40883348.000000 Penalty: 80853.031250
Splitting cluster 18 changes total score from -40877660.000000 to -40883348.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 19 (1276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Entering Unmasked Estep 
Score: -110196.125000 Penalty: 1162.116333
	Iteration 0F: 2 clusters Score -110196.1 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 664 members 
Entering Unmasked Estep 
Score: -108614.843750 Penalty: 2324.232666
	Iteration 0F: 3 clusters Score -108614.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -108935.343750 Penalty: 2324.232666
	Iteration 1F: 3 clusters Score -108935.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -109031.468750 Penalty: 2324.232666
	Iteration 2F: 3 clusters Score -109031.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109108.445312 Penalty: 2324.232666
	Iteration 3Q: 3 clusters Score -109108.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -109177.734375 Penalty: 2324.232666
	Iteration 4Q: 3 clusters Score -109177.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -109247.375000 Penalty: 2324.232666
	Iteration 5Q: 3 clusters Score -109247.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109324.601562 Penalty: 2324.232666
	Iteration 6Q: 3 clusters Score -109324.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109437.320312 Penalty: 2324.232666
	Iteration 7Q: 3 clusters Score -109437.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -109559.765625 Penalty: 2324.232666
	Iteration 8Q: 3 clusters Score -109559.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -109605.062500 Penalty: 2324.232666
	Iteration 9Q: 3 clusters Score -109605.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -109616.804688 Penalty: 2324.232666
	Iteration 10Q: 3 clusters Score -109616.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -109622.343750 Penalty: 2324.232666
	Iteration 11Q: 3 clusters Score -109622.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -109625.101562 Penalty: 2324.232666
	Iteration 12Q: 3 clusters Score -109625.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -109630.054688 Penalty: 2324.232666
	Iteration 13Q: 3 clusters Score -109630.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109636.140625 Penalty: 2324.232666
	Iteration 14Q: 3 clusters Score -109636.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109639.640625 Penalty: 2324.232666
	Iteration 15Q: 3 clusters Score -109639.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109641.171875 Penalty: 2324.232666
	Iteration 16Q: 3 clusters Score -109641.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109646.789062 Penalty: 2324.232666
	Iteration 17Q: 3 clusters Score -109646.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109648.015625 Penalty: 2324.232666
	Iteration 18Q: 3 clusters Score -109648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -109649.953125 Penalty: 2324.232666
	Iteration 19Q: 3 clusters Score -109650 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109650.632812 Penalty: 2324.232666
	Iteration 20F: 3 clusters Score -109650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Entering Unmasked Estep 
Score: -169055.640625 Penalty: 1242.377075
	Iteration 0F: 2 clusters Score -169055.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -166960.406250 Penalty: 2484.754150
	Iteration 0F: 3 clusters Score -166960.4 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -167602.828125 Penalty: 2484.754150
	Iteration 1F: 3 clusters Score -167602.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -167862.218750 Penalty: 2484.754150
	Iteration 2F: 3 clusters Score -167862.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -168050.328125 Penalty: 2484.754150
	Iteration 3F: 3 clusters Score -168050.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -168216.484375 Penalty: 2484.754150
	Iteration 4F: 3 clusters Score -168216.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -168354.562500 Penalty: 2484.754150
	Iteration 5F: 3 clusters Score -168354.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -168450.750000 Penalty: 2484.754150
	Iteration 6Q: 3 clusters Score -168450.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -168529.015625 Penalty: 2484.754150
	Iteration 7Q: 3 clusters Score -168529 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -168617.218750 Penalty: 2484.754150
	Iteration 8Q: 3 clusters Score -168617.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -168693.984375 Penalty: 2484.754150
	Iteration 9Q: 3 clusters Score -168694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -168774.984375 Penalty: 2484.754150
	Iteration 10Q: 3 clusters Score -168775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -168831.531250 Penalty: 2484.754150
	Iteration 11Q: 3 clusters Score -168831.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -168871.890625 Penalty: 2484.754150
	Iteration 12Q: 3 clusters Score -168871.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -168916.625000 Penalty: 2484.754150
	Iteration 13Q: 3 clusters Score -168916.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -168970.562500 Penalty: 2484.754150
	Iteration 14Q: 3 clusters Score -168970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -168986.906250 Penalty: 2484.754150
	Iteration 15Q: 3 clusters Score -168986.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -169000.015625 Penalty: 2484.754150
	Iteration 16Q: 3 clusters Score -169000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -169006.125000 Penalty: 2484.754150
	Iteration 17Q: 3 clusters Score -169006.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -169010.703125 Penalty: 2484.754150
	Iteration 18Q: 3 clusters Score -169010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -169013.109375 Penalty: 2484.754150
	Iteration 19Q: 3 clusters Score -169013.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -169016.625000 Penalty: 2484.754150
	Iteration 20F: 3 clusters Score -169016.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -169020.421875 Penalty: 2484.754150
	Iteration 21Q: 3 clusters Score -169020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -169021.187500 Penalty: 2484.754150
	Iteration 22Q: 3 clusters Score -169021.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -169022.093750 Penalty: 2484.754150
	Iteration 23Q: 3 clusters Score -169022.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -169022.890625 Penalty: 2484.754150
	Iteration 24Q: 3 clusters Score -169022.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -169022.890625 Penalty: 2484.754150
	Iteration 25F: 3 clusters Score -169022.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Entering Unmasked Estep 
Score: -38493.546875 Penalty: 1035.941528
	Iteration 0F: 2 clusters Score -38493.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37419.726562 Penalty: 2071.883057
	Iteration 0F: 3 clusters Score -37419.73 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37644.343750 Penalty: 2071.883057
	Iteration 1F: 3 clusters Score -37644.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -37706.496094 Penalty: 2071.883057
	Iteration 2F: 3 clusters Score -37706.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -37772.363281 Penalty: 2071.883057
	Iteration 3F: 3 clusters Score -37772.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -37831.796875 Penalty: 2071.883057
	Iteration 4Q: 3 clusters Score -37831.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -37874.601562 Penalty: 2071.883057
	Iteration 5Q: 3 clusters Score -37874.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -37907.156250 Penalty: 2071.883057
	Iteration 6Q: 3 clusters Score -37907.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -37941.019531 Penalty: 2071.883057
	Iteration 7Q: 3 clusters Score -37941.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -37954.015625 Penalty: 2071.883057
	Iteration 8Q: 3 clusters Score -37954.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37972.539062 Penalty: 2071.883057
	Iteration 9Q: 3 clusters Score -37972.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -37988.300781 Penalty: 2071.883057
	Iteration 10Q: 3 clusters Score -37988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -37995.757812 Penalty: 2071.883057
	Iteration 11Q: 3 clusters Score -37995.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -38000.785156 Penalty: 2071.883057
	Iteration 12Q: 3 clusters Score -38000.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38004.046875 Penalty: 2071.883057
	Iteration 13Q: 3 clusters Score -38004.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -38013.527344 Penalty: 2071.883057
	Iteration 14Q: 3 clusters Score -38013.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -38020.503906 Penalty: 2071.883057
	Iteration 15Q: 3 clusters Score -38020.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -38040.750000 Penalty: 2071.883057
	Iteration 16Q: 3 clusters Score -38040.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -38061.687500 Penalty: 2071.883057
	Iteration 17Q: 3 clusters Score -38061.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -38072.718750 Penalty: 2071.883057
	Iteration 18Q: 3 clusters Score -38072.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -38085.285156 Penalty: 2071.883057
	Iteration 19Q: 3 clusters Score -38085.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -38092.750000 Penalty: 2071.883057
	Iteration 20F: 3 clusters Score -38092.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38111.281250 Penalty: 2071.883057
	Iteration 21Q: 3 clusters Score -38111.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -38129.507812 Penalty: 2071.883057
	Iteration 22Q: 3 clusters Score -38129.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -38142.789062 Penalty: 2071.883057
	Iteration 23Q: 3 clusters Score -38142.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -38174.382812 Penalty: 2071.883057
	Iteration 24Q: 3 clusters Score -38174.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38210.449219 Penalty: 2071.883057
	Iteration 25Q: 3 clusters Score -38210.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -38249.210938 Penalty: 2071.883057
	Iteration 26Q: 3 clusters Score -38249.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -38269.144531 Penalty: 2071.883057
	Iteration 27Q: 3 clusters Score -38269.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38271.679688 Penalty: 2071.883057
	Iteration 28Q: 3 clusters Score -38271.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38271.679688 Penalty: 2071.883057
	Iteration 29F: 3 clusters Score -38271.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Entering Unmasked Estep 
Score: -114231.046875 Penalty: 1175.905151
	Iteration 0F: 2 clusters Score -114231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -112555.523438 Penalty: 2351.810303
	Iteration 0F: 3 clusters Score -112555.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -112889.828125 Penalty: 2351.810303
	Iteration 1F: 3 clusters Score -112889.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -113022.812500 Penalty: 2351.810303
	Iteration 2F: 3 clusters Score -113022.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -113083.023438 Penalty: 2351.810303
	Iteration 3Q: 3 clusters Score -113083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -113138.742188 Penalty: 2351.810303
	Iteration 4Q: 3 clusters Score -113138.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -113185.296875 Penalty: 2351.810303
	Iteration 5Q: 3 clusters Score -113185.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -113235.101562 Penalty: 2351.810303
	Iteration 6Q: 3 clusters Score -113235.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -113290.031250 Penalty: 2351.810303
	Iteration 7Q: 3 clusters Score -113290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -113335.820312 Penalty: 2351.810303
	Iteration 8Q: 3 clusters Score -113335.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -113375.218750 Penalty: 2351.810303
	Iteration 9Q: 3 clusters Score -113375.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -113409.937500 Penalty: 2351.810303
	Iteration 10Q: 3 clusters Score -113409.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -113435.085938 Penalty: 2351.810303
	Iteration 11Q: 3 clusters Score -113435.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -113444.117188 Penalty: 2351.810303
	Iteration 12Q: 3 clusters Score -113444.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -113447.000000 Penalty: 2351.810303
	Iteration 13Q: 3 clusters Score -113447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -113447.984375 Penalty: 2351.810303
	Iteration 14Q: 3 clusters Score -113448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -113450.226562 Penalty: 2351.810303
	Iteration 15Q: 3 clusters Score -113450.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -113452.804688 Penalty: 2351.810303
	Iteration 16Q: 3 clusters Score -113452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -113455.507812 Penalty: 2351.810303
	Iteration 17Q: 3 clusters Score -113455.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -113456.164062 Penalty: 2351.810303
	Iteration 18Q: 3 clusters Score -113456.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -113457.601562 Penalty: 2351.810303
	Iteration 19Q: 3 clusters Score -113457.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -113462.148438 Penalty: 2351.810303
	Iteration 20F: 3 clusters Score -113462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -113465.421875 Penalty: 2351.810303
	Iteration 21Q: 3 clusters Score -113465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -113466.671875 Penalty: 2351.810303
	Iteration 22Q: 3 clusters Score -113466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -113470.164062 Penalty: 2351.810303
	Iteration 23Q: 3 clusters Score -113470.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113473.781250 Penalty: 2351.810303
	Iteration 24Q: 3 clusters Score -113473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -113474.390625 Penalty: 2351.810303
	Iteration 25Q: 3 clusters Score -113474.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113475.375000 Penalty: 2351.810303
	Iteration 26Q: 3 clusters Score -113475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -113476.882812 Penalty: 2351.810303
	Iteration 27Q: 3 clusters Score -113476.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -113477.687500 Penalty: 2351.810303
	Iteration 28Q: 3 clusters Score -113477.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113479.367188 Penalty: 2351.810303
	Iteration 29Q: 3 clusters Score -113479.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113479.992188 Penalty: 2351.810303
	Iteration 30Q: 3 clusters Score -113480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -113479.992188 Penalty: 2351.810303
	Iteration 31F: 3 clusters Score -113480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Entering Unmasked Estep 
Score: -182475.078125 Penalty: 1244.308472
	Iteration 0F: 2 clusters Score -182475.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -180300.343750 Penalty: 2488.616943
	Iteration 0F: 3 clusters Score -180300.3 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -180762.390625 Penalty: 2488.616943
	Iteration 1F: 3 clusters Score -180762.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -180895.671875 Penalty: 2488.616943
	Iteration 2F: 3 clusters Score -180895.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -180972.156250 Penalty: 2488.616943
	Iteration 3Q: 3 clusters Score -180972.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -181049.156250 Penalty: 2488.616943
	Iteration 4Q: 3 clusters Score -181049.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -181126.609375 Penalty: 2488.616943
	Iteration 5Q: 3 clusters Score -181126.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -181189.140625 Penalty: 2488.616943
	Iteration 6Q: 3 clusters Score -181189.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -181268.531250 Penalty: 2488.616943
	Iteration 7Q: 3 clusters Score -181268.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -181329.359375 Penalty: 2488.616943
	Iteration 8Q: 3 clusters Score -181329.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -181394.953125 Penalty: 2488.616943
	Iteration 9Q: 3 clusters Score -181395 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -181471.390625 Penalty: 2488.616943
	Iteration 10Q: 3 clusters Score -181471.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -181531.781250 Penalty: 2488.616943
	Iteration 11Q: 3 clusters Score -181531.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -181610.156250 Penalty: 2488.616943
	Iteration 12Q: 3 clusters Score -181610.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -181676.375000 Penalty: 2488.616943
	Iteration 13Q: 3 clusters Score -181676.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -181720.984375 Penalty: 2488.616943
	Iteration 14Q: 3 clusters Score -181721 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -181758.484375 Penalty: 2488.616943
	Iteration 15Q: 3 clusters Score -181758.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -181781.078125 Penalty: 2488.616943
	Iteration 16Q: 3 clusters Score -181781.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -181802.859375 Penalty: 2488.616943
	Iteration 17Q: 3 clusters Score -181802.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -181818.671875 Penalty: 2488.616943
	Iteration 18Q: 3 clusters Score -181818.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -181831.000000 Penalty: 2488.616943
	Iteration 19Q: 3 clusters Score -181831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -181837.734375 Penalty: 2488.616943
	Iteration 20F: 3 clusters Score -181837.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -181844.390625 Penalty: 2488.616943
	Iteration 21Q: 3 clusters Score -181844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -181850.218750 Penalty: 2488.616943
	Iteration 22Q: 3 clusters Score -181850.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -181858.171875 Penalty: 2488.616943
	Iteration 23Q: 3 clusters Score -181858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -181875.625000 Penalty: 2488.616943
	Iteration 24Q: 3 clusters Score -181875.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -181894.296875 Penalty: 2488.616943
	Iteration 25Q: 3 clusters Score -181894.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -181914.718750 Penalty: 2488.616943
	Iteration 26Q: 3 clusters Score -181914.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -181939.843750 Penalty: 2488.616943
	Iteration 27Q: 3 clusters Score -181939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -181964.234375 Penalty: 2488.616943
	Iteration 28Q: 3 clusters Score -181964.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -182012.937500 Penalty: 2488.616943
	Iteration 29Q: 3 clusters Score -182012.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -182070.796875 Penalty: 2488.616943
	Iteration 30Q: 3 clusters Score -182070.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -182122.984375 Penalty: 2488.616943
	Iteration 31Q: 3 clusters Score -182123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -182137.500000 Penalty: 2488.616943
	Iteration 32Q: 3 clusters Score -182137.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -182143.515625 Penalty: 2488.616943
	Iteration 33Q: 3 clusters Score -182143.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -182146.250000 Penalty: 2488.616943
	Iteration 34Q: 3 clusters Score -182146.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -182147.093750 Penalty: 2488.616943
	Iteration 35Q: 3 clusters Score -182147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -182148.906250 Penalty: 2488.616943
	Iteration 36Q: 3 clusters Score -182148.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -182149.812500 Penalty: 2488.616943
	Iteration 37Q: 3 clusters Score -182149.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -182151.468750 Penalty: 2488.616943
	Iteration 38Q: 3 clusters Score -182151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -182151.734375 Penalty: 2488.616943
	Iteration 39Q: 3 clusters Score -182151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -182152.390625 Penalty: 2488.616943
	Iteration 40F: 3 clusters Score -182152.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -182153.656250 Penalty: 2488.616943
	Iteration 41Q: 3 clusters Score -182153.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -182154.171875 Penalty: 2488.616943
	Iteration 42Q: 3 clusters Score -182154.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -182154.171875 Penalty: 2488.616943
	Iteration 43F: 3 clusters Score -182154.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -290440.812500 Penalty: 1320.318848
	Iteration 0F: 2 clusters Score -290440.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -287486.187500 Penalty: 2640.637695
	Iteration 0F: 3 clusters Score -287486.2 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -288252.843750 Penalty: 2640.637695
	Iteration 1F: 3 clusters Score -288252.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -288430.687500 Penalty: 2640.637695
	Iteration 2F: 3 clusters Score -288430.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -288565.781250 Penalty: 2640.637695
	Iteration 3F: 3 clusters Score -288565.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -288673.593750 Penalty: 2640.637695
	Iteration 4Q: 3 clusters Score -288673.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -288785.375000 Penalty: 2640.637695
	Iteration 5Q: 3 clusters Score -288785.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -288907.593750 Penalty: 2640.637695
	Iteration 6Q: 3 clusters Score -288907.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -289039.125000 Penalty: 2640.637695
	Iteration 7Q: 3 clusters Score -289039.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -289154.000000 Penalty: 2640.637695
	Iteration 8Q: 3 clusters Score -289154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -289245.250000 Penalty: 2640.637695
	Iteration 9Q: 3 clusters Score -289245.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -289350.031250 Penalty: 2640.637695
	Iteration 10Q: 3 clusters Score -289350 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -289516.937500 Penalty: 2640.637695
	Iteration 11Q: 3 clusters Score -289516.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -289695.218750 Penalty: 2640.637695
	Iteration 12Q: 3 clusters Score -289695.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -289816.906250 Penalty: 2640.637695
	Iteration 13Q: 3 clusters Score -289816.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -289916.218750 Penalty: 2640.637695
	Iteration 14Q: 3 clusters Score -289916.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -289985.375000 Penalty: 2640.637695
	Iteration 15Q: 3 clusters Score -289985.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -290037.625000 Penalty: 2640.637695
	Iteration 16Q: 3 clusters Score -290037.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -290066.125000 Penalty: 2640.637695
	Iteration 17Q: 3 clusters Score -290066.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -290076.343750 Penalty: 2640.637695
	Iteration 18Q: 3 clusters Score -290076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -290077.187500 Penalty: 2640.637695
	Iteration 19Q: 3 clusters Score -290077.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -290077.875000 Penalty: 2640.637695
	Iteration 20F: 3 clusters Score -290077.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -290077.937500 Penalty: 2640.637695
	Iteration 21Q: 3 clusters Score -290077.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -290077.937500 Penalty: 2640.637695
	Iteration 22F: 3 clusters Score -290077.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Entering Unmasked Estep 
Score: -97673.539062 Penalty: 1153.888428
	Iteration 0F: 2 clusters Score -97673.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -96100.648438 Penalty: 2307.776855
	Iteration 0F: 3 clusters Score -96100.65 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -96395.375000 Penalty: 2307.776855
	Iteration 1F: 3 clusters Score -96395.38 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -96528.492188 Penalty: 2307.776855
	Iteration 2F: 3 clusters Score -96528.49 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -96614.000000 Penalty: 2307.776855
	Iteration 3F: 3 clusters Score -96614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -96729.492188 Penalty: 2307.776855
	Iteration 4F: 3 clusters Score -96729.49 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -96807.562500 Penalty: 2307.776855
	Iteration 5F: 3 clusters Score -96807.56 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -96873.523438 Penalty: 2307.776855
	Iteration 6Q: 3 clusters Score -96873.52 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -96924.914062 Penalty: 2307.776855
	Iteration 7Q: 3 clusters Score -96924.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -96976.648438 Penalty: 2307.776855
	Iteration 8Q: 3 clusters Score -96976.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -97006.367188 Penalty: 2307.776855
	Iteration 9Q: 3 clusters Score -97006.37 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97024.929688 Penalty: 2307.776855
	Iteration 10Q: 3 clusters Score -97024.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -97046.132812 Penalty: 2307.776855
	Iteration 11Q: 3 clusters Score -97046.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -97060.617188 Penalty: 2307.776855
	Iteration 12Q: 3 clusters Score -97060.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -97068.164062 Penalty: 2307.776855
	Iteration 13Q: 3 clusters Score -97068.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -97074.656250 Penalty: 2307.776855
	Iteration 14Q: 3 clusters Score -97074.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -97082.320312 Penalty: 2307.776855
	Iteration 15Q: 3 clusters Score -97082.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97083.929688 Penalty: 2307.776855
	Iteration 16Q: 3 clusters Score -97083.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -97085.796875 Penalty: 2307.776855
	Iteration 17Q: 3 clusters Score -97085.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97086.882812 Penalty: 2307.776855
	Iteration 18Q: 3 clusters Score -97086.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -97086.882812 Penalty: 2307.776855
	Iteration 19F: 3 clusters Score -97086.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112185 members 
Entering Unmasked Estep 
Score: -9766350.000000 Penalty: 1889.534546
	Iteration 0F: 2 clusters Score -9766350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 55887 members 
Entering Unmasked Estep 
Score: -9691062.000000 Penalty: 3779.069092
	Iteration 0F: 3 clusters Score -9691062 nChanged 54039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -9722684.000000 Penalty: 3779.069092
	Iteration 1F: 3 clusters Score -9722684 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59351 members 
Mstep: Class 2 contains 52834 members 
Entering Unmasked Estep 
Score: -9723683.000000 Penalty: 3779.069092
	Iteration 2Q: 3 clusters Score -9723683 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60769 members 
Mstep: Class 2 contains 51416 members 
Entering Unmasked Estep 
Score: -9725171.000000 Penalty: 3779.069092
	Iteration 3Q: 3 clusters Score -9725171 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -9727280.000000 Penalty: 3779.069092
	Iteration 4Q: 3 clusters Score -9727280 nChanged 5533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65824 members 
Mstep: Class 2 contains 46361 members 
Entering Unmasked Estep 
Score: -9730446.000000 Penalty: 3779.069092
	Iteration 5Q: 3 clusters Score -9730446 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69924 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -9734980.000000 Penalty: 3779.069092
	Iteration 6F: 3 clusters Score -9734980 nChanged 7063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75031 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -9740145.000000 Penalty: 3779.069092
	Iteration 7F: 3 clusters Score -9740145 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80866 members 
Mstep: Class 2 contains 31319 members 
Entering Unmasked Estep 
Score: -9745580.000000 Penalty: 3779.069092
	Iteration 8F: 3 clusters Score -9745580 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86691 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -9750324.000000 Penalty: 3779.069092
	Iteration 9F: 3 clusters Score -9750324 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92221 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -9754359.000000 Penalty: 3779.069092
	Iteration 10F: 3 clusters Score -9754359 nChanged 4849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -9757428.000000 Penalty: 3779.069092
	Iteration 11Q: 3 clusters Score -9757428 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100960 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -9759875.000000 Penalty: 3779.069092
	Iteration 12Q: 3 clusters Score -9759875 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -9761681.000000 Penalty: 3779.069092
	Iteration 13Q: 3 clusters Score -9761681 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106069 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -9762803.000000 Penalty: 3779.069092
	Iteration 14Q: 3 clusters Score -9762803 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -9763533.000000 Penalty: 3779.069092
	Iteration 15Q: 3 clusters Score -9763533 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108570 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -9763969.000000 Penalty: 3779.069092
	Iteration 16Q: 3 clusters Score -9763969 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -9764217.000000 Penalty: 3779.069092
	Iteration 17Q: 3 clusters Score -9764217 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109713 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -9764435.000000 Penalty: 3779.069092
	Iteration 18Q: 3 clusters Score -9764435 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110040 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9764574.000000 Penalty: 3779.069092
	Iteration 19Q: 3 clusters Score -9764574 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110274 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -9764647.000000 Penalty: 3779.069092
	Iteration 20F: 3 clusters Score -9764647 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110448 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -9764721.000000 Penalty: 3779.069092
	Iteration 21Q: 3 clusters Score -9764721 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110587 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -9764784.000000 Penalty: 3779.069092
	Iteration 22Q: 3 clusters Score -9764784 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110697 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -9764820.000000 Penalty: 3779.069092
	Iteration 23Q: 3 clusters Score -9764820 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110762 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -9764871.000000 Penalty: 3779.069092
	Iteration 24Q: 3 clusters Score -9764871 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110829 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9764893.000000 Penalty: 3779.069092
	Iteration 25Q: 3 clusters Score -9764893 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110878 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9764924.000000 Penalty: 3779.069092
	Iteration 26Q: 3 clusters Score -9764924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110917 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -9764929.000000 Penalty: 3779.069092
	Iteration 27Q: 3 clusters Score -9764929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -9764959.000000 Penalty: 3779.069092
	Iteration 28Q: 3 clusters Score -9764959 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110971 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -9764960.000000 Penalty: 3779.069092
	Iteration 29Q: 3 clusters Score -9764960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110987 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -9764964.000000 Penalty: 3779.069092
	Iteration 30Q: 3 clusters Score -9764964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110996 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -9764962.000000 Penalty: 3779.069092
	Iteration 31Q: 3 clusters Score -9764962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110999 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -9764965.000000 Penalty: 3779.069092
	Iteration 32Q: 3 clusters Score -9764965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111003 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -9764960.000000 Penalty: 3779.069092
	Iteration 33Q: 3 clusters Score -9764960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111004 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -9764974.000000 Penalty: 3779.069092
	Iteration 34Q: 3 clusters Score -9764974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9764978.000000 Penalty: 3779.069092
	Iteration 35Q: 3 clusters Score -9764978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9764974.000000 Penalty: 3779.069092
	Iteration 36Q: 3 clusters Score -9764974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111012 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -9764968.000000 Penalty: 3779.069092
	Iteration 37Q: 3 clusters Score -9764968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111011 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -9764968.000000 Penalty: 3779.069092
	Iteration 38Q: 3 clusters Score -9764968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111013 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -9764963.000000 Penalty: 3779.069092
	Iteration 39Q: 3 clusters Score -9764963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111015 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9764976.000000 Penalty: 3779.069092
	Iteration 40F: 3 clusters Score -9764976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111016 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -9764973.000000 Penalty: 3779.069092
	Iteration 41Q: 3 clusters Score -9764973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111017 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -9764977.000000 Penalty: 3779.069092
	Iteration 42Q: 3 clusters Score -9764977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111018 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -9764980.000000 Penalty: 3779.069092
	Iteration 43Q: 3 clusters Score -9764980 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9764980.000000 Penalty: 3779.069092
	Iteration 44Q: 3 clusters Score -9764980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111019 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9764980.000000 Penalty: 3779.069092
	Iteration 45F: 3 clusters Score -9764980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Entering Unmasked Estep 
Score: -1585900.625000 Penalty: 1594.276611
	Iteration 0F: 2 clusters Score -1585901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -1573459.000000 Penalty: 3188.553223
	Iteration 0F: 3 clusters Score -1573459 nChanged 8122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1578369.375000 Penalty: 3188.553223
	Iteration 1F: 3 clusters Score -1578369 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1579524.500000 Penalty: 3188.553223
	Iteration 2F: 3 clusters Score -1579524 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1580958.500000 Penalty: 3188.553223
	Iteration 3F: 3 clusters Score -1580958 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -1582215.250000 Penalty: 3188.553223
	Iteration 4F: 3 clusters Score -1582215 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -1583099.875000 Penalty: 3188.553223
	Iteration 5F: 3 clusters Score -1583100 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -1583683.625000 Penalty: 3188.553223
	Iteration 6F: 3 clusters Score -1583684 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1584105.875000 Penalty: 3188.553223
	Iteration 7Q: 3 clusters Score -1584106 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1584456.125000 Penalty: 3188.553223
	Iteration 8Q: 3 clusters Score -1584456 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -1584774.750000 Penalty: 3188.553223
	Iteration 9Q: 3 clusters Score -1584775 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1585025.375000 Penalty: 3188.553223
	Iteration 10Q: 3 clusters Score -1585025 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1585181.500000 Penalty: 3188.553223
	Iteration 11Q: 3 clusters Score -1585182 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1585260.500000 Penalty: 3188.553223
	Iteration 12Q: 3 clusters Score -1585260 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -1585306.625000 Penalty: 3188.553223
	Iteration 13Q: 3 clusters Score -1585307 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -1585338.750000 Penalty: 3188.553223
	Iteration 14Q: 3 clusters Score -1585339 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1585353.250000 Penalty: 3188.553223
	Iteration 15Q: 3 clusters Score -1585353 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -1585365.250000 Penalty: 3188.553223
	Iteration 16Q: 3 clusters Score -1585365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -1585372.625000 Penalty: 3188.553223
	Iteration 17Q: 3 clusters Score -1585373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -1585378.500000 Penalty: 3188.553223
	Iteration 18Q: 3 clusters Score -1585378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1585380.500000 Penalty: 3188.553223
	Iteration 19Q: 3 clusters Score -1585380 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -1585388.625000 Penalty: 3188.553223
	Iteration 20F: 3 clusters Score -1585389 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -1585391.500000 Penalty: 3188.553223
	Iteration 21Q: 3 clusters Score -1585392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -1585394.500000 Penalty: 3188.553223
	Iteration 22Q: 3 clusters Score -1585394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -1585398.000000 Penalty: 3188.553223
	Iteration 23Q: 3 clusters Score -1585398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1585398.625000 Penalty: 3188.553223
	Iteration 24Q: 3 clusters Score -1585399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1585405.250000 Penalty: 3188.553223
	Iteration 25Q: 3 clusters Score -1585405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -1585406.250000 Penalty: 3188.553223
	Iteration 26Q: 3 clusters Score -1585406 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -1585416.500000 Penalty: 3188.553223
	Iteration 27Q: 3 clusters Score -1585416 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1585426.750000 Penalty: 3188.553223
	Iteration 28Q: 3 clusters Score -1585427 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -1585430.125000 Penalty: 3188.553223
	Iteration 29Q: 3 clusters Score -1585430 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1585436.000000 Penalty: 3188.553223
	Iteration 30Q: 3 clusters Score -1585436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1585435.750000 Penalty: 3188.553223
	Iteration 31Q: 3 clusters Score -1585436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -1585436.500000 Penalty: 3188.553223
	Iteration 32Q: 3 clusters Score -1585436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1585438.625000 Penalty: 3188.553223
	Iteration 33Q: 3 clusters Score -1585439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -1585439.000000 Penalty: 3188.553223
	Iteration 34Q: 3 clusters Score -1585439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1585440.875000 Penalty: 3188.553223
	Iteration 35Q: 3 clusters Score -1585441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -1585442.500000 Penalty: 3188.553223
	Iteration 36Q: 3 clusters Score -1585442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1585438.500000 Penalty: 3188.553223
	Iteration 37Q: 3 clusters Score -1585438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1585444.125000 Penalty: 3188.553223
	Iteration 38Q: 3 clusters Score -1585444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1585444.250000 Penalty: 3188.553223
	Iteration 39Q: 3 clusters Score -1585444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -1585447.000000 Penalty: 3188.553223
	Iteration 40F: 3 clusters Score -1585447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1585443.375000 Penalty: 3188.553223
	Iteration 41Q: 3 clusters Score -1585443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -1585444.625000 Penalty: 3188.553223
	Iteration 42Q: 3 clusters Score -1585445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -1585444.375000 Penalty: 3188.553223
	Iteration 43Q: 3 clusters Score -1585444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1585446.625000 Penalty: 3188.553223
	Iteration 44Q: 3 clusters Score -1585447 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -1585447.500000 Penalty: 3188.553223
	Iteration 45Q: 3 clusters Score -1585448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -1585448.375000 Penalty: 3188.553223
	Iteration 46Q: 3 clusters Score -1585448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1585447.750000 Penalty: 3188.553223
	Iteration 47Q: 3 clusters Score -1585448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1585448.500000 Penalty: 3188.553223
	Iteration 48Q: 3 clusters Score -1585448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1585449.625000 Penalty: 3188.553223
	Iteration 49Q: 3 clusters Score -1585450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1585449.875000 Penalty: 3188.553223
	Iteration 50Q: 3 clusters Score -1585450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1585451.375000 Penalty: 3188.553223
	Iteration 51Q: 3 clusters Score -1585451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1585450.250000 Penalty: 3188.553223
	Iteration 52Q: 3 clusters Score -1585450 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1585450.250000 Penalty: 3188.553223
	Iteration 53F: 3 clusters Score -1585450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Entering Unmasked Estep 
Score: -309775.031250 Penalty: 1331.157715
	Iteration 0F: 2 clusters Score -309775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -306674.562500 Penalty: 2662.315430
	Iteration 0F: 3 clusters Score -306674.6 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -307796.718750 Penalty: 2662.315430
	Iteration 1F: 3 clusters Score -307796.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -308187.406250 Penalty: 2662.315430
	Iteration 2F: 3 clusters Score -308187.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -308479.906250 Penalty: 2662.315430
	Iteration 3F: 3 clusters Score -308479.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -308673.093750 Penalty: 2662.315430
	Iteration 4F: 3 clusters Score -308673.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -308821.656250 Penalty: 2662.315430
	Iteration 5F: 3 clusters Score -308821.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -308909.781250 Penalty: 2662.315430
	Iteration 6Q: 3 clusters Score -308909.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -308957.656250 Penalty: 2662.315430
	Iteration 7Q: 3 clusters Score -308957.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -308991.812500 Penalty: 2662.315430
	Iteration 8Q: 3 clusters Score -308991.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -309020.406250 Penalty: 2662.315430
	Iteration 9Q: 3 clusters Score -309020.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -309040.781250 Penalty: 2662.315430
	Iteration 10Q: 3 clusters Score -309040.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -309052.593750 Penalty: 2662.315430
	Iteration 11Q: 3 clusters Score -309052.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -309060.656250 Penalty: 2662.315430
	Iteration 12Q: 3 clusters Score -309060.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -309069.531250 Penalty: 2662.315430
	Iteration 13Q: 3 clusters Score -309069.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -309076.781250 Penalty: 2662.315430
	Iteration 14Q: 3 clusters Score -309076.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -309088.593750 Penalty: 2662.315430
	Iteration 15Q: 3 clusters Score -309088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -309101.406250 Penalty: 2662.315430
	Iteration 16Q: 3 clusters Score -309101.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -309111.656250 Penalty: 2662.315430
	Iteration 17Q: 3 clusters Score -309111.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -309117.312500 Penalty: 2662.315430
	Iteration 18Q: 3 clusters Score -309117.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -309121.406250 Penalty: 2662.315430
	Iteration 19Q: 3 clusters Score -309121.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -309123.968750 Penalty: 2662.315430
	Iteration 20F: 3 clusters Score -309124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -309132.062500 Penalty: 2662.315430
	Iteration 21Q: 3 clusters Score -309132.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -309135.875000 Penalty: 2662.315430
	Iteration 22Q: 3 clusters Score -309135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -309140.625000 Penalty: 2662.315430
	Iteration 23Q: 3 clusters Score -309140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -309142.156250 Penalty: 2662.315430
	Iteration 24Q: 3 clusters Score -309142.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -309144.062500 Penalty: 2662.315430
	Iteration 25Q: 3 clusters Score -309144.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -309144.500000 Penalty: 2662.315430
	Iteration 26Q: 3 clusters Score -309144.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -309144.968750 Penalty: 2662.315430
	Iteration 27Q: 3 clusters Score -309145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -309145.531250 Penalty: 2662.315430
	Iteration 28Q: 3 clusters Score -309145.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -309145.531250 Penalty: 2662.315430
	Iteration 29F: 3 clusters Score -309145.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Entering Unmasked Estep 
Score: -1333098.750000 Penalty: 1565.520630
	Iteration 0F: 2 clusters Score -1333099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1322643.125000 Penalty: 3131.041260
	Iteration 0F: 3 clusters Score -1322643 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1326290.500000 Penalty: 3131.041260
	Iteration 1F: 3 clusters Score -1326290 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1326680.250000 Penalty: 3131.041260
	Iteration 2F: 3 clusters Score -1326680 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1327044.875000 Penalty: 3131.041260
	Iteration 3F: 3 clusters Score -1327045 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1327413.875000 Penalty: 3131.041260
	Iteration 4F: 3 clusters Score -1327414 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1327872.250000 Penalty: 3131.041260
	Iteration 5F: 3 clusters Score -1327872 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1328406.875000 Penalty: 3131.041260
	Iteration 6F: 3 clusters Score -1328407 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1329011.750000 Penalty: 3131.041260
	Iteration 7F: 3 clusters Score -1329012 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1329588.125000 Penalty: 3131.041260
	Iteration 8F: 3 clusters Score -1329588 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1330065.500000 Penalty: 3131.041260
	Iteration 9Q: 3 clusters Score -1330066 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1330419.000000 Penalty: 3131.041260
	Iteration 10Q: 3 clusters Score -1330419 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1330629.125000 Penalty: 3131.041260
	Iteration 11Q: 3 clusters Score -1330629 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -1330776.125000 Penalty: 3131.041260
	Iteration 12Q: 3 clusters Score -1330776 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1330858.000000 Penalty: 3131.041260
	Iteration 13Q: 3 clusters Score -1330858 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1330939.625000 Penalty: 3131.041260
	Iteration 14Q: 3 clusters Score -1330940 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1330995.500000 Penalty: 3131.041260
	Iteration 15Q: 3 clusters Score -1330996 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1331047.750000 Penalty: 3131.041260
	Iteration 16Q: 3 clusters Score -1331048 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1331106.500000 Penalty: 3131.041260
	Iteration 17Q: 3 clusters Score -1331106 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1331153.125000 Penalty: 3131.041260
	Iteration 18Q: 3 clusters Score -1331153 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1331192.125000 Penalty: 3131.041260
	Iteration 19Q: 3 clusters Score -1331192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1331229.875000 Penalty: 3131.041260
	Iteration 20F: 3 clusters Score -1331230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1331257.625000 Penalty: 3131.041260
	Iteration 21Q: 3 clusters Score -1331258 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1331280.500000 Penalty: 3131.041260
	Iteration 22Q: 3 clusters Score -1331280 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1331307.875000 Penalty: 3131.041260
	Iteration 23Q: 3 clusters Score -1331308 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1331347.625000 Penalty: 3131.041260
	Iteration 24Q: 3 clusters Score -1331348 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1331381.375000 Penalty: 3131.041260
	Iteration 25Q: 3 clusters Score -1331381 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1331411.250000 Penalty: 3131.041260
	Iteration 26Q: 3 clusters Score -1331411 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1331438.875000 Penalty: 3131.041260
	Iteration 27Q: 3 clusters Score -1331439 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1331471.875000 Penalty: 3131.041260
	Iteration 28Q: 3 clusters Score -1331472 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1331511.375000 Penalty: 3131.041260
	Iteration 29Q: 3 clusters Score -1331511 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1331554.500000 Penalty: 3131.041260
	Iteration 30Q: 3 clusters Score -1331554 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -1331600.125000 Penalty: 3131.041260
	Iteration 31Q: 3 clusters Score -1331600 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1331645.500000 Penalty: 3131.041260
	Iteration 32Q: 3 clusters Score -1331646 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1331691.500000 Penalty: 3131.041260
	Iteration 33Q: 3 clusters Score -1331692 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1331770.875000 Penalty: 3131.041260
	Iteration 34Q: 3 clusters Score -1331771 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1331870.750000 Penalty: 3131.041260
	Iteration 35Q: 3 clusters Score -1331871 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1331963.375000 Penalty: 3131.041260
	Iteration 36Q: 3 clusters Score -1331963 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1332065.625000 Penalty: 3131.041260
	Iteration 37Q: 3 clusters Score -1332066 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1332170.750000 Penalty: 3131.041260
	Iteration 38Q: 3 clusters Score -1332171 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1332296.875000 Penalty: 3131.041260
	Iteration 39Q: 3 clusters Score -1332297 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1332393.375000 Penalty: 3131.041260
	Iteration 40F: 3 clusters Score -1332393 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1332480.500000 Penalty: 3131.041260
	Iteration 41Q: 3 clusters Score -1332480 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1332557.125000 Penalty: 3131.041260
	Iteration 42Q: 3 clusters Score -1332557 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1332604.500000 Penalty: 3131.041260
	Iteration 43Q: 3 clusters Score -1332604 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1332646.000000 Penalty: 3131.041260
	Iteration 44Q: 3 clusters Score -1332646 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1332675.250000 Penalty: 3131.041260
	Iteration 45Q: 3 clusters Score -1332675 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1332689.250000 Penalty: 3131.041260
	Iteration 46Q: 3 clusters Score -1332689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1332710.000000 Penalty: 3131.041260
	Iteration 47Q: 3 clusters Score -1332710 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1332714.625000 Penalty: 3131.041260
	Iteration 48Q: 3 clusters Score -1332715 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1332719.375000 Penalty: 3131.041260
	Iteration 49Q: 3 clusters Score -1332719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1332721.500000 Penalty: 3131.041260
	Iteration 50Q: 3 clusters Score -1332722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1332727.000000 Penalty: 3131.041260
	Iteration 51Q: 3 clusters Score -1332727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1332728.750000 Penalty: 3131.041260
	Iteration 52Q: 3 clusters Score -1332729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1332725.750000 Penalty: 3131.041260
	Iteration 53Q: 3 clusters Score -1332726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1332730.875000 Penalty: 3131.041260
	Iteration 54Q: 3 clusters Score -1332731 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1332730.125000 Penalty: 3131.041260
	Iteration 55Q: 3 clusters Score -1332730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1332730.875000 Penalty: 3131.041260
	Iteration 56Q: 3 clusters Score -1332731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1332728.375000 Penalty: 3131.041260
	Iteration 57Q: 3 clusters Score -1332728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1332733.250000 Penalty: 3131.041260
	Iteration 58Q: 3 clusters Score -1332733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1332732.000000 Penalty: 3131.041260
	Iteration 59Q: 3 clusters Score -1332732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1332734.250000 Penalty: 3131.041260
	Iteration 60F: 3 clusters Score -1332734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1332733.250000 Penalty: 3131.041260
	Iteration 61Q: 3 clusters Score -1332733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1332734.625000 Penalty: 3131.041260
	Iteration 62Q: 3 clusters Score -1332735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1332733.250000 Penalty: 3131.041260
	Iteration 63Q: 3 clusters Score -1332733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1332733.375000 Penalty: 3131.041260
	Iteration 64Q: 3 clusters Score -1332733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1332732.750000 Penalty: 3131.041260
	Iteration 65Q: 3 clusters Score -1332733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1332733.750000 Penalty: 3131.041260
	Iteration 66Q: 3 clusters Score -1332734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1332734.000000 Penalty: 3131.041260
	Iteration 67Q: 3 clusters Score -1332734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1332734.625000 Penalty: 3131.041260
	Iteration 68Q: 3 clusters Score -1332735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1332733.375000 Penalty: 3131.041260
	Iteration 69Q: 3 clusters Score -1332733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1332732.250000 Penalty: 3131.041260
	Iteration 70Q: 3 clusters Score -1332732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1332731.750000 Penalty: 3131.041260
	Iteration 71Q: 3 clusters Score -1332732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1332732.375000 Penalty: 3131.041260
	Iteration 72Q: 3 clusters Score -1332732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1332732.875000 Penalty: 3131.041260
	Iteration 73Q: 3 clusters Score -1332733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1332733.625000 Penalty: 3131.041260
	Iteration 74Q: 3 clusters Score -1332734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1332736.750000 Penalty: 3131.041260
	Iteration 75Q: 3 clusters Score -1332737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1332740.250000 Penalty: 3131.041260
	Iteration 76Q: 3 clusters Score -1332740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1332738.375000 Penalty: 3131.041260
	Iteration 77Q: 3 clusters Score -1332738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -1332738.375000 Penalty: 3131.041260
	Iteration 78F: 3 clusters Score -1332738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Entering Unmasked Estep 
Score: -1046968.750000 Penalty: 1524.742798
	Iteration 0F: 2 clusters Score -1046969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1038669.937500 Penalty: 3049.485596
	Iteration 0F: 3 clusters Score -1038670 nChanged 5167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1041532.625000 Penalty: 3049.485596
	Iteration 1F: 3 clusters Score -1041533 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1042022.687500 Penalty: 3049.485596
	Iteration 2F: 3 clusters Score -1042023 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1042450.687500 Penalty: 3049.485596
	Iteration 3F: 3 clusters Score -1042451 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1042836.875000 Penalty: 3049.485596
	Iteration 4F: 3 clusters Score -1042837 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1043293.562500 Penalty: 3049.485596
	Iteration 5F: 3 clusters Score -1043294 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1043847.875000 Penalty: 3049.485596
	Iteration 6F: 3 clusters Score -1043848 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1044372.687500 Penalty: 3049.485596
	Iteration 7F: 3 clusters Score -1044373 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1044787.687500 Penalty: 3049.485596
	Iteration 8Q: 3 clusters Score -1044788 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -1045062.437500 Penalty: 3049.485596
	Iteration 9Q: 3 clusters Score -1045062 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -1045219.500000 Penalty: 3049.485596
	Iteration 10Q: 3 clusters Score -1045220 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1045330.687500 Penalty: 3049.485596
	Iteration 11Q: 3 clusters Score -1045331 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -1045402.875000 Penalty: 3049.485596
	Iteration 12Q: 3 clusters Score -1045403 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1045459.375000 Penalty: 3049.485596
	Iteration 13Q: 3 clusters Score -1045459 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1045511.625000 Penalty: 3049.485596
	Iteration 14Q: 3 clusters Score -1045512 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1045549.500000 Penalty: 3049.485596
	Iteration 15Q: 3 clusters Score -1045550 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -1045578.500000 Penalty: 3049.485596
	Iteration 16Q: 3 clusters Score -1045578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -1045611.312500 Penalty: 3049.485596
	Iteration 17Q: 3 clusters Score -1045611 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1045647.062500 Penalty: 3049.485596
	Iteration 18Q: 3 clusters Score -1045647 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1045672.750000 Penalty: 3049.485596
	Iteration 19Q: 3 clusters Score -1045673 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1045694.812500 Penalty: 3049.485596
	Iteration 20F: 3 clusters Score -1045695 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1045714.375000 Penalty: 3049.485596
	Iteration 21Q: 3 clusters Score -1045714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -1045730.750000 Penalty: 3049.485596
	Iteration 22Q: 3 clusters Score -1045731 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1045743.750000 Penalty: 3049.485596
	Iteration 23Q: 3 clusters Score -1045744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1045757.125000 Penalty: 3049.485596
	Iteration 24Q: 3 clusters Score -1045757 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -1045768.562500 Penalty: 3049.485596
	Iteration 25Q: 3 clusters Score -1045769 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1045775.125000 Penalty: 3049.485596
	Iteration 26Q: 3 clusters Score -1045775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1045781.625000 Penalty: 3049.485596
	Iteration 27Q: 3 clusters Score -1045782 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -1045785.875000 Penalty: 3049.485596
	Iteration 28Q: 3 clusters Score -1045786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1045787.937500 Penalty: 3049.485596
	Iteration 29Q: 3 clusters Score -1045788 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1045792.625000 Penalty: 3049.485596
	Iteration 30Q: 3 clusters Score -1045793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1045798.062500 Penalty: 3049.485596
	Iteration 31Q: 3 clusters Score -1045798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1045798.625000 Penalty: 3049.485596
	Iteration 32Q: 3 clusters Score -1045799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -1045801.125000 Penalty: 3049.485596
	Iteration 33Q: 3 clusters Score -1045801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1045802.062500 Penalty: 3049.485596
	Iteration 34Q: 3 clusters Score -1045802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -1045804.812500 Penalty: 3049.485596
	Iteration 35Q: 3 clusters Score -1045805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1045809.000000 Penalty: 3049.485596
	Iteration 36Q: 3 clusters Score -1045809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1045815.437500 Penalty: 3049.485596
	Iteration 37Q: 3 clusters Score -1045815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1045819.687500 Penalty: 3049.485596
	Iteration 38Q: 3 clusters Score -1045820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1045818.875000 Penalty: 3049.485596
	Iteration 39Q: 3 clusters Score -1045819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1045823.562500 Penalty: 3049.485596
	Iteration 40F: 3 clusters Score -1045824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -1045825.125000 Penalty: 3049.485596
	Iteration 41Q: 3 clusters Score -1045825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1045829.375000 Penalty: 3049.485596
	Iteration 42Q: 3 clusters Score -1045829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1045829.875000 Penalty: 3049.485596
	Iteration 43Q: 3 clusters Score -1045830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1045831.312500 Penalty: 3049.485596
	Iteration 44Q: 3 clusters Score -1045831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1045833.500000 Penalty: 3049.485596
	Iteration 45Q: 3 clusters Score -1045834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1045833.937500 Penalty: 3049.485596
	Iteration 46Q: 3 clusters Score -1045834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1045836.000000 Penalty: 3049.485596
	Iteration 47Q: 3 clusters Score -1045836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1045836.437500 Penalty: 3049.485596
	Iteration 48Q: 3 clusters Score -1045836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1045837.937500 Penalty: 3049.485596
	Iteration 49Q: 3 clusters Score -1045838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1045839.750000 Penalty: 3049.485596
	Iteration 50Q: 3 clusters Score -1045840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1045841.250000 Penalty: 3049.485596
	Iteration 51Q: 3 clusters Score -1045841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1045844.875000 Penalty: 3049.485596
	Iteration 52Q: 3 clusters Score -1045845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1045844.562500 Penalty: 3049.485596
	Iteration 53Q: 3 clusters Score -1045845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1045845.000000 Penalty: 3049.485596
	Iteration 54Q: 3 clusters Score -1045845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1045846.375000 Penalty: 3049.485596
	Iteration 55Q: 3 clusters Score -1045846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1045849.562500 Penalty: 3049.485596
	Iteration 56Q: 3 clusters Score -1045850 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1045853.125000 Penalty: 3049.485596
	Iteration 57Q: 3 clusters Score -1045853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1045856.625000 Penalty: 3049.485596
	Iteration 58Q: 3 clusters Score -1045857 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1045857.562500 Penalty: 3049.485596
	Iteration 59Q: 3 clusters Score -1045858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1045859.625000 Penalty: 3049.485596
	Iteration 60F: 3 clusters Score -1045860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -1045862.187500 Penalty: 3049.485596
	Iteration 61Q: 3 clusters Score -1045862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1045861.375000 Penalty: 3049.485596
	Iteration 62Q: 3 clusters Score -1045861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1045862.625000 Penalty: 3049.485596
	Iteration 63Q: 3 clusters Score -1045863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1045865.187500 Penalty: 3049.485596
	Iteration 64Q: 3 clusters Score -1045865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1045864.875000 Penalty: 3049.485596
	Iteration 65Q: 3 clusters Score -1045865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -1045865.687500 Penalty: 3049.485596
	Iteration 66Q: 3 clusters Score -1045866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1045867.125000 Penalty: 3049.485596
	Iteration 67Q: 3 clusters Score -1045867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1045867.187500 Penalty: 3049.485596
	Iteration 68Q: 3 clusters Score -1045867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1045868.437500 Penalty: 3049.485596
	Iteration 69Q: 3 clusters Score -1045868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1045869.062500 Penalty: 3049.485596
	Iteration 70Q: 3 clusters Score -1045869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -1045869.437500 Penalty: 3049.485596
	Iteration 71Q: 3 clusters Score -1045869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1045869.187500 Penalty: 3049.485596
	Iteration 72Q: 3 clusters Score -1045869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1045869.437500 Penalty: 3049.485596
	Iteration 73Q: 3 clusters Score -1045869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1045869.750000 Penalty: 3049.485596
	Iteration 74Q: 3 clusters Score -1045870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1045869.312500 Penalty: 3049.485596
	Iteration 75Q: 3 clusters Score -1045869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -1045870.312500 Penalty: 3049.485596
	Iteration 76Q: 3 clusters Score -1045870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1045870.937500 Penalty: 3049.485596
	Iteration 77Q: 3 clusters Score -1045871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1045871.312500 Penalty: 3049.485596
	Iteration 78Q: 3 clusters Score -1045871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1045871.250000 Penalty: 3049.485596
	Iteration 79Q: 3 clusters Score -1045871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1045871.562500 Penalty: 3049.485596
	Iteration 80F: 3 clusters Score -1045872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1045870.937500 Penalty: 3049.485596
	Iteration 81Q: 3 clusters Score -1045871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1045872.812500 Penalty: 3049.485596
	Iteration 82Q: 3 clusters Score -1045873 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1045876.000000 Penalty: 3049.485596
	Iteration 83Q: 3 clusters Score -1045876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1045876.812500 Penalty: 3049.485596
	Iteration 84Q: 3 clusters Score -1045877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1045879.375000 Penalty: 3049.485596
	Iteration 85Q: 3 clusters Score -1045879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1045881.562500 Penalty: 3049.485596
	Iteration 86Q: 3 clusters Score -1045882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1045879.437500 Penalty: 3049.485596
	Iteration 87Q: 3 clusters Score -1045879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1045884.625000 Penalty: 3049.485596
	Iteration 88Q: 3 clusters Score -1045885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1045883.125000 Penalty: 3049.485596
	Iteration 89Q: 3 clusters Score -1045883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -1045884.562500 Penalty: 3049.485596
	Iteration 90Q: 3 clusters Score -1045885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1045888.187500 Penalty: 3049.485596
	Iteration 91Q: 3 clusters Score -1045888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1045889.500000 Penalty: 3049.485596
	Iteration 92Q: 3 clusters Score -1045890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1045890.000000 Penalty: 3049.485596
	Iteration 93Q: 3 clusters Score -1045890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1045893.312500 Penalty: 3049.485596
	Iteration 94Q: 3 clusters Score -1045893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -1045895.250000 Penalty: 3049.485596
	Iteration 95Q: 3 clusters Score -1045895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1045893.500000 Penalty: 3049.485596
	Iteration 96Q: 3 clusters Score -1045894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1045893.812500 Penalty: 3049.485596
	Iteration 97Q: 3 clusters Score -1045894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1045893.500000 Penalty: 3049.485596
	Iteration 98Q: 3 clusters Score -1045894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1045894.875000 Penalty: 3049.485596
	Iteration 99Q: 3 clusters Score -1045895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1045894.875000 Penalty: 3049.485596
	Iteration 100F: 3 clusters Score -1045895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Entering Unmasked Estep 
Score: -117065.968750 Penalty: 1186.217041
	Iteration 0F: 2 clusters Score -117066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -115335.070312 Penalty: 2372.434082
	Iteration 0F: 3 clusters Score -115335.1 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -115656.757812 Penalty: 2372.434082
	Iteration 1F: 3 clusters Score -115656.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -115749.835938 Penalty: 2372.434082
	Iteration 2F: 3 clusters Score -115749.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -115821.914062 Penalty: 2372.434082
	Iteration 3F: 3 clusters Score -115821.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -115878.640625 Penalty: 2372.434082
	Iteration 4Q: 3 clusters Score -115878.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -115916.515625 Penalty: 2372.434082
	Iteration 5Q: 3 clusters Score -115916.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -115949.531250 Penalty: 2372.434082
	Iteration 6Q: 3 clusters Score -115949.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -115968.656250 Penalty: 2372.434082
	Iteration 7Q: 3 clusters Score -115968.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -115982.382812 Penalty: 2372.434082
	Iteration 8Q: 3 clusters Score -115982.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115992.796875 Penalty: 2372.434082
	Iteration 9Q: 3 clusters Score -115992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -115996.632812 Penalty: 2372.434082
	Iteration 10Q: 3 clusters Score -115996.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -116000.640625 Penalty: 2372.434082
	Iteration 11Q: 3 clusters Score -116000.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -116003.976562 Penalty: 2372.434082
	Iteration 12Q: 3 clusters Score -116004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -116008.578125 Penalty: 2372.434082
	Iteration 13Q: 3 clusters Score -116008.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116012.500000 Penalty: 2372.434082
	Iteration 14Q: 3 clusters Score -116012.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -116013.929688 Penalty: 2372.434082
	Iteration 15Q: 3 clusters Score -116013.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -116016.640625 Penalty: 2372.434082
	Iteration 16Q: 3 clusters Score -116016.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -116019.234375 Penalty: 2372.434082
	Iteration 17Q: 3 clusters Score -116019.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -116022.468750 Penalty: 2372.434082
	Iteration 18Q: 3 clusters Score -116022.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -116024.281250 Penalty: 2372.434082
	Iteration 19Q: 3 clusters Score -116024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -116025.289062 Penalty: 2372.434082
	Iteration 20F: 3 clusters Score -116025.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -116029.234375 Penalty: 2372.434082
	Iteration 21Q: 3 clusters Score -116029.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -116036.039062 Penalty: 2372.434082
	Iteration 22Q: 3 clusters Score -116036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -116038.226562 Penalty: 2372.434082
	Iteration 23Q: 3 clusters Score -116038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -116041.679688 Penalty: 2372.434082
	Iteration 24Q: 3 clusters Score -116041.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -116043.664062 Penalty: 2372.434082
	Iteration 25Q: 3 clusters Score -116043.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116045.109375 Penalty: 2372.434082
	Iteration 26Q: 3 clusters Score -116045.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -116046.718750 Penalty: 2372.434082
	Iteration 27Q: 3 clusters Score -116046.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116047.718750 Penalty: 2372.434082
	Iteration 28Q: 3 clusters Score -116047.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -116048.500000 Penalty: 2372.434082
	Iteration 29Q: 3 clusters Score -116048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116048.757812 Penalty: 2372.434082
	Iteration 30Q: 3 clusters Score -116048.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -116048.757812 Penalty: 2372.434082
	Iteration 31F: 3 clusters Score -116048.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (5218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Entering Unmasked Estep 
Score: -420982.781250 Penalty: 1390.978882
	Iteration 0F: 2 clusters Score -420982.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -416927.750000 Penalty: 2781.957764
	Iteration 0F: 3 clusters Score -416927.8 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -418415.625000 Penalty: 2781.957764
	Iteration 1F: 3 clusters Score -418415.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -419327.937500 Penalty: 2781.957764
	Iteration 2F: 3 clusters Score -419327.9 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -420805.968750 Penalty: 2781.957764
	Iteration 3F: 3 clusters Score -420806 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -422117.625000 Penalty: 2781.957764
	Iteration 4F: 3 clusters Score -422117.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -422840.593750 Penalty: 2781.957764
	Iteration 5F: 3 clusters Score -422840.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -423153.468750 Penalty: 2781.957764
	Iteration 6Q: 3 clusters Score -423153.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -423234.250000 Penalty: 2781.957764
	Iteration 7Q: 3 clusters Score -423234.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -423260.125000 Penalty: 2781.957764
	Iteration 8Q: 3 clusters Score -423260.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -423268.312500 Penalty: 2781.957764
	Iteration 9Q: 3 clusters Score -423268.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -423271.625000 Penalty: 2781.957764
	Iteration 10Q: 3 clusters Score -423271.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -423272.156250 Penalty: 2781.957764
	Iteration 11Q: 3 clusters Score -423272.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -423272.937500 Penalty: 2781.957764
	Iteration 12Q: 3 clusters Score -423272.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -423274.125000 Penalty: 2781.957764
	Iteration 13Q: 3 clusters Score -423274.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -423273.375000 Penalty: 2781.957764
	Iteration 14Q: 3 clusters Score -423273.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -423273.562500 Penalty: 2781.957764
	Iteration 15Q: 3 clusters Score -423273.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -423273.625000 Penalty: 2781.957764
	Iteration 16Q: 3 clusters Score -423273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -423273.625000 Penalty: 2781.957764
	Iteration 17F: 3 clusters Score -423273.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 1356 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 6564 members 
Mstep: Class 37 contains 20975 members 
Mstep: Class 38 contains 1072 members 
Mstep: Class 39 contains 2419 members 
Entering Unmasked Estep 
Score: -40884888.000000 Penalty: 82980.742188
Splitting cluster 32 changes total score from -40877660.000000 to -40884888.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 33 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -365516.156250 Penalty: 1374.161865
	Iteration 0F: 2 clusters Score -365516.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -361645.656250 Penalty: 2748.323730
	Iteration 0F: 3 clusters Score -361645.7 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -362666.125000 Penalty: 2748.323730
	Iteration 1F: 3 clusters Score -362666.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -362909.312500 Penalty: 2748.323730
	Iteration 2F: 3 clusters Score -362909.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -363144.687500 Penalty: 2748.323730
	Iteration 3F: 3 clusters Score -363144.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -363411.156250 Penalty: 2748.323730
	Iteration 4F: 3 clusters Score -363411.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -363700.593750 Penalty: 2748.323730
	Iteration 5F: 3 clusters Score -363700.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -363948.750000 Penalty: 2748.323730
	Iteration 6F: 3 clusters Score -363948.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -364185.281250 Penalty: 2748.323730
	Iteration 7Q: 3 clusters Score -364185.3 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -364379.125000 Penalty: 2748.323730
	Iteration 8F: 3 clusters Score -364379.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -364528.156250 Penalty: 2748.323730
	Iteration 9Q: 3 clusters Score -364528.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -364625.875000 Penalty: 2748.323730
	Iteration 10Q: 3 clusters Score -364625.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -364676.875000 Penalty: 2748.323730
	Iteration 11Q: 3 clusters Score -364676.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -364709.812500 Penalty: 2748.323730
	Iteration 12Q: 3 clusters Score -364709.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -364735.593750 Penalty: 2748.323730
	Iteration 13Q: 3 clusters Score -364735.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -364750.687500 Penalty: 2748.323730
	Iteration 14Q: 3 clusters Score -364750.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -364765.156250 Penalty: 2748.323730
	Iteration 15Q: 3 clusters Score -364765.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -364773.593750 Penalty: 2748.323730
	Iteration 16Q: 3 clusters Score -364773.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -364782.250000 Penalty: 2748.323730
	Iteration 17Q: 3 clusters Score -364782.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -364788.000000 Penalty: 2748.323730
	Iteration 18Q: 3 clusters Score -364788 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364792.593750 Penalty: 2748.323730
	Iteration 19Q: 3 clusters Score -364792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -364795.625000 Penalty: 2748.323730
	Iteration 20F: 3 clusters Score -364795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364795.968750 Penalty: 2748.323730
	Iteration 21Q: 3 clusters Score -364796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -364795.843750 Penalty: 2748.323730
	Iteration 22Q: 3 clusters Score -364795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -364797.093750 Penalty: 2748.323730
	Iteration 23Q: 3 clusters Score -364797.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364797.343750 Penalty: 2748.323730
	Iteration 24Q: 3 clusters Score -364797.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -364797.343750 Penalty: 2748.323730
	Iteration 25F: 3 clusters Score -364797.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Entering Unmasked Estep 
Score: -110118.492188 Penalty: 1171.997925
	Iteration 0F: 2 clusters Score -110118.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108464.570312 Penalty: 2343.995850
	Iteration 0F: 3 clusters Score -108464.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -108828.054688 Penalty: 2343.995850
	Iteration 1F: 3 clusters Score -108828.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -109005.828125 Penalty: 2343.995850
	Iteration 2F: 3 clusters Score -109005.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -109163.960938 Penalty: 2343.995850
	Iteration 3F: 3 clusters Score -109164 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -109432.976562 Penalty: 2343.995850
	Iteration 4F: 3 clusters Score -109433 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -109877.257812 Penalty: 2343.995850
	Iteration 5F: 3 clusters Score -109877.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -110487.093750 Penalty: 2343.995850
	Iteration 6F: 3 clusters Score -110487.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -110679.210938 Penalty: 2343.995850
	Iteration 7Q: 3 clusters Score -110679.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -110763.484375 Penalty: 2343.995850
	Iteration 8Q: 3 clusters Score -110763.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -110804.632812 Penalty: 2343.995850
	Iteration 9Q: 3 clusters Score -110804.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -110837.117188 Penalty: 2343.995850
	Iteration 10Q: 3 clusters Score -110837.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -110841.148438 Penalty: 2343.995850
	Iteration 11Q: 3 clusters Score -110841.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -110842.570312 Penalty: 2343.995850
	Iteration 12Q: 3 clusters Score -110842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -110842.570312 Penalty: 2343.995850
	Iteration 13F: 3 clusters Score -110842.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 1821 members 
Mstep: Class 36 contains 6564 members 
Mstep: Class 37 contains 20975 members 
Mstep: Class 38 contains 1072 members 
Mstep: Class 39 contains 2419 members 
Mstep: Class 40 contains 974 members 
Entering Unmasked Estep 
Score: -40884668.000000 Penalty: 85108.453125
Splitting cluster 34 changes total score from -40877660.000000 to -40884668.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 35 (1821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Entering Unmasked Estep 
Score: -124615.000000 Penalty: 1219.910400
	Iteration 0F: 2 clusters Score -124615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -122761.445312 Penalty: 2439.820801
	Iteration 0F: 3 clusters Score -122761.4 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -123502.703125 Penalty: 2439.820801
	Iteration 1F: 3 clusters Score -123502.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -123825.070312 Penalty: 2439.820801
	Iteration 2F: 3 clusters Score -123825.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -124042.015625 Penalty: 2439.820801
	Iteration 3F: 3 clusters Score -124042 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -124208.210938 Penalty: 2439.820801
	Iteration 4F: 3 clusters Score -124208.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -124329.828125 Penalty: 2439.820801
	Iteration 5Q: 3 clusters Score -124329.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -124406.382812 Penalty: 2439.820801
	Iteration 6Q: 3 clusters Score -124406.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -124448.781250 Penalty: 2439.820801
	Iteration 7Q: 3 clusters Score -124448.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -124476.132812 Penalty: 2439.820801
	Iteration 8Q: 3 clusters Score -124476.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -124492.718750 Penalty: 2439.820801
	Iteration 9Q: 3 clusters Score -124492.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -124506.031250 Penalty: 2439.820801
	Iteration 10Q: 3 clusters Score -124506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -124514.937500 Penalty: 2439.820801
	Iteration 11Q: 3 clusters Score -124514.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -124520.171875 Penalty: 2439.820801
	Iteration 12Q: 3 clusters Score -124520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -124524.429688 Penalty: 2439.820801
	Iteration 13Q: 3 clusters Score -124524.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -124530.039062 Penalty: 2439.820801
	Iteration 14Q: 3 clusters Score -124530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -124535.179688 Penalty: 2439.820801
	Iteration 15Q: 3 clusters Score -124535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -124539.273438 Penalty: 2439.820801
	Iteration 16Q: 3 clusters Score -124539.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -124542.664062 Penalty: 2439.820801
	Iteration 17Q: 3 clusters Score -124542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -124543.296875 Penalty: 2439.820801
	Iteration 18Q: 3 clusters Score -124543.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -124543.679688 Penalty: 2439.820801
	Iteration 19Q: 3 clusters Score -124543.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -124544.820312 Penalty: 2439.820801
	Iteration 20F: 3 clusters Score -124544.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6407 members 
Mstep: Class 3 contains 2525 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3785 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 38903 members 
Mstep: Class 8 contains 10712 members 
Mstep: Class 9 contains 11558 members 
Mstep: Class 10 contains 36882 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36589 members 
Mstep: Class 13 contains 7052 members 
Mstep: Class 14 contains 8542 members 
Mstep: Class 15 contains 49829 members 
Mstep: Class 16 contains 4225 members 
Mstep: Class 17 contains 3780 members 
Mstep: Class 18 contains 2487 members 
Mstep: Class 19 contains 1276 members 
Mstep: Class 20 contains 2091 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1389 members 
Mstep: Class 23 contains 2116 members 
Mstep: Class 24 contains 3378 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112185 members 
Mstep: Class 27 contains 18232 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15275 members 
Mstep: Class 30 contains 11885 members 
Mstep: Class 31 contains 1480 members 
Mstep: Class 32 contains 2799 members 
Mstep: Class 33 contains 4705 members 
Mstep: Class 34 contains 382 members 
Mstep: Class 35 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886480.000000 Penalty: 85108.453125
Iteration 79Q: 41 clusters Score -4.088648e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6381 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 12525 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 39048 members 
Mstep: Class 8 contains 10769 members 
Mstep: Class 9 contains 11611 members 
Mstep: Class 10 contains 36880 members 
Mstep: Class 11 contains 19866 members 
Mstep: Class 12 contains 36666 members 
Mstep: Class 13 contains 7121 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 49729 members 
Mstep: Class 16 contains 4232 members 
Mstep: Class 17 contains 3783 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 2064 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1395 members 
Mstep: Class 23 contains 2118 members 
Mstep: Class 24 contains 3383 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 112182 members 
Mstep: Class 27 contains 18478 members 
Mstep: Class 28 contains 3611 members 
Mstep: Class 29 contains 15284 members 
Mstep: Class 30 contains 11889 members 
Mstep: Class 31 contains 1482 members 
Mstep: Class 32 contains 2807 members 
Mstep: Class 33 contains 4737 members 
Mstep: Class 34 contains 427 members 
Mstep: Class 35 contains 1826 members 
Mstep: Class 36 contains 6412 members 
Mstep: Class 37 contains 20477 members 
Mstep: Class 38 contains 1020 members 
Mstep: Class 39 contains 2309 members 
Mstep: Class 40 contains 964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888532.000000 Penalty: 85108.453125
Iteration 80F: 41 clusters Score -4.088853e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 6323 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 39084 members 
Mstep: Class 8 contains 10829 members 
Mstep: Class 9 contains 11618 members 
Mstep: Class 10 contains 36880 members 
Mstep: Class 11 contains 19788 members 
Mstep: Class 12 contains 36574 members 
Mstep: Class 13 contains 7073 members 
Mstep: Class 14 contains 8494 members 
Mstep: Class 15 contains 49454 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 3789 members 
Mstep: Class 18 contains 2649 members 
Mstep: Class 19 contains 1288 members 
Mstep: Class 20 contains 1996 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 2128 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 112176 members 
Mstep: Class 27 contains 18517 members 
Mstep: Class 28 contains 3610 members 
Mstep: Class 29 contains 15196 members 
Mstep: Class 30 contains 11896 members 
Mstep: Class 31 contains 1482 members 
Mstep: Class 32 contains 2770 members 
Mstep: Class 33 contains 4721 members 
Mstep: Class 34 contains 467 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 6772 members 
Mstep: Class 37 contains 20760 members 
Mstep: Class 38 contains 1109 members 
Mstep: Class 39 contains 2466 members 
Mstep: Class 40 contains 1029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889520.000000 Penalty: 85108.453125
Iteration 81Q: 41 clusters Score -4.088952e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 6295 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 3656 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 39178 members 
Mstep: Class 8 contains 10953 members 
Mstep: Class 9 contains 11625 members 
Mstep: Class 10 contains 36876 members 
Mstep: Class 11 contains 19717 members 
Mstep: Class 12 contains 36500 members 
Mstep: Class 13 contains 7033 members 
Mstep: Class 14 contains 8480 members 
Mstep: Class 15 contains 49125 members 
Mstep: Class 16 contains 4249 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 2671 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 1950 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1387 members 
Mstep: Class 23 contains 2135 members 
Mstep: Class 24 contains 3382 members 
Mstep: Class 25 contains 1222 members 
Mstep: Class 26 contains 112165 members 
Mstep: Class 27 contains 18589 members 
Mstep: Class 28 contains 3607 members 
Mstep: Class 29 contains 15162 members 
Mstep: Class 30 contains 11895 members 
Mstep: Class 31 contains 1479 members 
Mstep: Class 32 contains 2763 members 
Mstep: Class 33 contains 4762 members 
Mstep: Class 34 contains 497 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 7082 members 
Mstep: Class 37 contains 20814 members 
Mstep: Class 38 contains 1157 members 
Mstep: Class 39 contains 2507 members 
Mstep: Class 40 contains 1059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889956.000000 Penalty: 85108.453125
Iteration 82Q: 41 clusters Score -4.088996e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 6278 members 
Mstep: Class 3 contains 2504 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 3627 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 39271 members 
Mstep: Class 8 contains 11074 members 
Mstep: Class 9 contains 11637 members 
Mstep: Class 10 contains 36870 members 
Mstep: Class 11 contains 19654 members 
Mstep: Class 12 contains 36429 members 
Mstep: Class 13 contains 7005 members 
Mstep: Class 14 contains 8476 members 
Mstep: Class 15 contains 48797 members 
Mstep: Class 16 contains 4254 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 2688 members 
Mstep: Class 19 contains 1287 members 
Mstep: Class 20 contains 1924 members 
Mstep: Class 21 contains 587 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2144 members 
Mstep: Class 24 contains 3386 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 112164 members 
Mstep: Class 27 contains 18637 members 
Mstep: Class 28 contains 3602 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 11889 members 
Mstep: Class 31 contains 1477 members 
Mstep: Class 32 contains 2753 members 
Mstep: Class 33 contains 4793 members 
Mstep: Class 34 contains 512 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 7385 members 
Mstep: Class 37 contains 20824 members 
Mstep: Class 38 contains 1186 members 
Mstep: Class 39 contains 2525 members 
Mstep: Class 40 contains 1073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890352.000000 Penalty: 85108.453125
Iteration 83Q: 41 clusters Score -4.089035e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 6243 members 
Mstep: Class 3 contains 2507 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 39357 members 
Mstep: Class 8 contains 11193 members 
Mstep: Class 9 contains 11649 members 
Mstep: Class 10 contains 36867 members 
Mstep: Class 11 contains 19602 members 
Mstep: Class 12 contains 36389 members 
Mstep: Class 13 contains 6965 members 
Mstep: Class 14 contains 8471 members 
Mstep: Class 15 contains 48493 members 
Mstep: Class 16 contains 4267 members 
Mstep: Class 17 contains 3800 members 
Mstep: Class 18 contains 2704 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 1901 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2151 members 
Mstep: Class 24 contains 3390 members 
Mstep: Class 25 contains 1226 members 
Mstep: Class 26 contains 112160 members 
Mstep: Class 27 contains 18671 members 
Mstep: Class 28 contains 3596 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 11891 members 
Mstep: Class 31 contains 1479 members 
Mstep: Class 32 contains 2750 members 
Mstep: Class 33 contains 4835 members 
Mstep: Class 34 contains 522 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 7658 members 
Mstep: Class 37 contains 20805 members 
Mstep: Class 38 contains 1213 members 
Mstep: Class 39 contains 2543 members 
Mstep: Class 40 contains 1078 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890780.000000 Penalty: 85108.453125
Iteration 84Q: 41 clusters Score -4.089078e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6215 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 12507 members 
Mstep: Class 5 contains 3555 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 39432 members 
Mstep: Class 8 contains 11311 members 
Mstep: Class 9 contains 11662 members 
Mstep: Class 10 contains 36862 members 
Mstep: Class 11 contains 19544 members 
Mstep: Class 12 contains 36353 members 
Mstep: Class 13 contains 6940 members 
Mstep: Class 14 contains 8467 members 
Mstep: Class 15 contains 48195 members 
Mstep: Class 16 contains 4282 members 
Mstep: Class 17 contains 3797 members 
Mstep: Class 18 contains 2713 members 
Mstep: Class 19 contains 1284 members 
Mstep: Class 20 contains 1884 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2155 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112156 members 
Mstep: Class 27 contains 18703 members 
Mstep: Class 28 contains 3590 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 11901 members 
Mstep: Class 31 contains 1483 members 
Mstep: Class 32 contains 2745 members 
Mstep: Class 33 contains 4879 members 
Mstep: Class 34 contains 528 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 7902 members 
Mstep: Class 37 contains 20748 members 
Mstep: Class 38 contains 1229 members 
Mstep: Class 39 contains 2552 members 
Mstep: Class 40 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890976.000000 Penalty: 85108.453125
Iteration 85Q: 41 clusters Score -4.089098e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6194 members 
Mstep: Class 3 contains 2509 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 3527 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 39489 members 
Mstep: Class 8 contains 11409 members 
Mstep: Class 9 contains 11686 members 
Mstep: Class 10 contains 36852 members 
Mstep: Class 11 contains 19489 members 
Mstep: Class 12 contains 36325 members 
Mstep: Class 13 contains 6945 members 
Mstep: Class 14 contains 8461 members 
Mstep: Class 15 contains 47927 members 
Mstep: Class 16 contains 4296 members 
Mstep: Class 17 contains 3799 members 
Mstep: Class 18 contains 2723 members 
Mstep: Class 19 contains 1286 members 
Mstep: Class 20 contains 1869 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2167 members 
Mstep: Class 24 contains 3400 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112150 members 
Mstep: Class 27 contains 18717 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 11912 members 
Mstep: Class 31 contains 1486 members 
Mstep: Class 32 contains 2744 members 
Mstep: Class 33 contains 4935 members 
Mstep: Class 34 contains 533 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 8103 members 
Mstep: Class 37 contains 20696 members 
Mstep: Class 38 contains 1241 members 
Mstep: Class 39 contains 2553 members 
Mstep: Class 40 contains 1086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890976.000000 Penalty: 85108.453125
Iteration 86Q: 41 clusters Score -4.089098e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 6178 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 12524 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 3101 members 
Mstep: Class 7 contains 39544 members 
Mstep: Class 8 contains 11494 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 36847 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 36310 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 47700 members 
Mstep: Class 16 contains 4306 members 
Mstep: Class 17 contains 3802 members 
Mstep: Class 18 contains 2733 members 
Mstep: Class 19 contains 1282 members 
Mstep: Class 20 contains 1861 members 
Mstep: Class 21 contains 599 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2182 members 
Mstep: Class 24 contains 3410 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112137 members 
Mstep: Class 27 contains 18731 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 15119 members 
Mstep: Class 30 contains 11918 members 
Mstep: Class 31 contains 1489 members 
Mstep: Class 32 contains 2742 members 
Mstep: Class 33 contains 4971 members 
Mstep: Class 34 contains 537 members 
Mstep: Class 35 contains 1706 members 
Mstep: Class 36 contains 8276 members 
Mstep: Class 37 contains 20646 members 
Mstep: Class 38 contains 1250 members 
Mstep: Class 39 contains 2551 members 
Mstep: Class 40 contains 1088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891220.000000 Penalty: 85108.453125
Iteration 87Q: 41 clusters Score -4.089122e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 6163 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 12530 members 
Mstep: Class 5 contains 3474 members 
Mstep: Class 6 contains 3108 members 
Mstep: Class 7 contains 39589 members 
Mstep: Class 8 contains 11559 members 
Mstep: Class 9 contains 11716 members 
Mstep: Class 10 contains 36843 members 
Mstep: Class 11 contains 19367 members 
Mstep: Class 12 contains 36285 members 
Mstep: Class 13 contains 6946 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 47520 members 
Mstep: Class 16 contains 4313 members 
Mstep: Class 17 contains 3806 members 
Mstep: Class 18 contains 2741 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 1850 members 
Mstep: Class 21 contains 598 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2205 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112122 members 
Mstep: Class 27 contains 18742 members 
Mstep: Class 28 contains 3587 members 
Mstep: Class 29 contains 15120 members 
Mstep: Class 30 contains 11925 members 
Mstep: Class 31 contains 1490 members 
Mstep: Class 32 contains 2741 members 
Mstep: Class 33 contains 5013 members 
Mstep: Class 34 contains 544 members 
Mstep: Class 35 contains 1694 members 
Mstep: Class 36 contains 8419 members 
Mstep: Class 37 contains 20613 members 
Mstep: Class 38 contains 1257 members 
Mstep: Class 39 contains 2558 members 
Mstep: Class 40 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891188.000000 Penalty: 85108.453125
Iteration 88Q: 41 clusters Score -4.089119e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 2532 members 
Mstep: Class 4 contains 12537 members 
Mstep: Class 5 contains 3456 members 
Mstep: Class 6 contains 3115 members 
Mstep: Class 7 contains 39612 members 
Mstep: Class 8 contains 11626 members 
Mstep: Class 9 contains 11720 members 
Mstep: Class 10 contains 36836 members 
Mstep: Class 11 contains 19313 members 
Mstep: Class 12 contains 36270 members 
Mstep: Class 13 contains 6932 members 
Mstep: Class 14 contains 8458 members 
Mstep: Class 15 contains 47373 members 
Mstep: Class 16 contains 4321 members 
Mstep: Class 17 contains 3808 members 
Mstep: Class 18 contains 2743 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 1845 members 
Mstep: Class 21 contains 596 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2229 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 1227 members 
Mstep: Class 26 contains 112117 members 
Mstep: Class 27 contains 18767 members 
Mstep: Class 28 contains 3585 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 11939 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2738 members 
Mstep: Class 33 contains 5059 members 
Mstep: Class 34 contains 546 members 
Mstep: Class 35 contains 1685 members 
Mstep: Class 36 contains 8532 members 
Mstep: Class 37 contains 20568 members 
Mstep: Class 38 contains 1263 members 
Mstep: Class 39 contains 2563 members 
Mstep: Class 40 contains 1094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891392.000000 Penalty: 85108.453125
Iteration 89Q: 41 clusters Score -4.089139e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 6122 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 12535 members 
Mstep: Class 5 contains 3442 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 39647 members 
Mstep: Class 8 contains 11674 members 
Mstep: Class 9 contains 11723 members 
Mstep: Class 10 contains 36833 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 36258 members 
Mstep: Class 13 contains 6916 members 
Mstep: Class 14 contains 8454 members 
Mstep: Class 15 contains 47246 members 
Mstep: Class 16 contains 4326 members 
Mstep: Class 17 contains 3809 members 
Mstep: Class 18 contains 2749 members 
Mstep: Class 19 contains 1273 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 594 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2244 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 1227 members 
Mstep: Class 26 contains 112114 members 
Mstep: Class 27 contains 18783 members 
Mstep: Class 28 contains 3581 members 
Mstep: Class 29 contains 15124 members 
Mstep: Class 30 contains 11947 members 
Mstep: Class 31 contains 1499 members 
Mstep: Class 32 contains 2737 members 
Mstep: Class 33 contains 5091 members 
Mstep: Class 34 contains 549 members 
Mstep: Class 35 contains 1679 members 
Mstep: Class 36 contains 8633 members 
Mstep: Class 37 contains 20533 members 
Mstep: Class 38 contains 1267 members 
Mstep: Class 39 contains 2568 members 
Mstep: Class 40 contains 1101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891576.000000 Penalty: 85108.453125
Iteration 90Q: 41 clusters Score -4.089158e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 2552 members 
Mstep: Class 4 contains 12533 members 
Mstep: Class 5 contains 3425 members 
Mstep: Class 6 contains 3120 members 
Mstep: Class 7 contains 39675 members 
Mstep: Class 8 contains 11705 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 36831 members 
Mstep: Class 11 contains 19246 members 
Mstep: Class 12 contains 36246 members 
Mstep: Class 13 contains 6900 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 47119 members 
Mstep: Class 16 contains 4332 members 
Mstep: Class 17 contains 3812 members 
Mstep: Class 18 contains 2755 members 
Mstep: Class 19 contains 1274 members 
Mstep: Class 20 contains 1839 members 
Mstep: Class 21 contains 591 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2264 members 
Mstep: Class 24 contains 3412 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 112107 members 
Mstep: Class 27 contains 18796 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 11954 members 
Mstep: Class 31 contains 1500 members 
Mstep: Class 32 contains 2732 members 
Mstep: Class 33 contains 5110 members 
Mstep: Class 34 contains 553 members 
Mstep: Class 35 contains 1678 members 
Mstep: Class 36 contains 8731 members 
Mstep: Class 37 contains 20517 members 
Mstep: Class 38 contains 1270 members 
Mstep: Class 39 contains 2572 members 
Mstep: Class 40 contains 1103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891696.000000 Penalty: 85108.453125
Iteration 91Q: 41 clusters Score -4.08917e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 6080 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 12536 members 
Mstep: Class 5 contains 3403 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 39706 members 
Mstep: Class 8 contains 11728 members 
Mstep: Class 9 contains 11741 members 
Mstep: Class 10 contains 36827 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 36252 members 
Mstep: Class 13 contains 6889 members 
Mstep: Class 14 contains 8453 members 
Mstep: Class 15 contains 47000 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 2761 members 
Mstep: Class 19 contains 1285 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 590 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2278 members 
Mstep: Class 24 contains 3411 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 112103 members 
Mstep: Class 27 contains 18806 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15122 members 
Mstep: Class 30 contains 11959 members 
Mstep: Class 31 contains 1504 members 
Mstep: Class 32 contains 2730 members 
Mstep: Class 33 contains 5124 members 
Mstep: Class 34 contains 555 members 
Mstep: Class 35 contains 1677 members 
Mstep: Class 36 contains 8793 members 
Mstep: Class 37 contains 20503 members 
Mstep: Class 38 contains 1272 members 
Mstep: Class 39 contains 2577 members 
Mstep: Class 40 contains 1102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891688.000000 Penalty: 85108.453125
Iteration 92Q: 41 clusters Score -4.089169e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 6050 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 12532 members 
Mstep: Class 5 contains 3383 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 39741 members 
Mstep: Class 8 contains 11750 members 
Mstep: Class 9 contains 11753 members 
Mstep: Class 10 contains 36824 members 
Mstep: Class 11 contains 19210 members 
Mstep: Class 12 contains 36251 members 
Mstep: Class 13 contains 6878 members 
Mstep: Class 14 contains 8450 members 
Mstep: Class 15 contains 46899 members 
Mstep: Class 16 contains 4342 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 2763 members 
Mstep: Class 19 contains 1292 members 
Mstep: Class 20 contains 1836 members 
Mstep: Class 21 contains 588 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2290 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 112092 members 
Mstep: Class 27 contains 18807 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15121 members 
Mstep: Class 30 contains 11962 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5151 members 
Mstep: Class 34 contains 558 members 
Mstep: Class 35 contains 1673 members 
Mstep: Class 36 contains 8847 members 
Mstep: Class 37 contains 20494 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2585 members 
Mstep: Class 40 contains 1104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891828.000000 Penalty: 85108.453125
Iteration 93Q: 41 clusters Score -4.089183e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 2595 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 3364 members 
Mstep: Class 6 contains 3125 members 
Mstep: Class 7 contains 39770 members 
Mstep: Class 8 contains 11769 members 
Mstep: Class 9 contains 11754 members 
Mstep: Class 10 contains 36819 members 
Mstep: Class 11 contains 19191 members 
Mstep: Class 12 contains 36248 members 
Mstep: Class 13 contains 6870 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 46818 members 
Mstep: Class 16 contains 4353 members 
Mstep: Class 17 contains 3827 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 586 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2305 members 
Mstep: Class 24 contains 3414 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112085 members 
Mstep: Class 27 contains 18810 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 15122 members 
Mstep: Class 30 contains 11966 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5188 members 
Mstep: Class 34 contains 563 members 
Mstep: Class 35 contains 1671 members 
Mstep: Class 36 contains 8887 members 
Mstep: Class 37 contains 20484 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2587 members 
Mstep: Class 40 contains 1106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891844.000000 Penalty: 85108.453125
Iteration 94Q: 41 clusters Score -4.089184e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 2602 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 3354 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 39790 members 
Mstep: Class 8 contains 11783 members 
Mstep: Class 9 contains 11761 members 
Mstep: Class 10 contains 36813 members 
Mstep: Class 11 contains 19185 members 
Mstep: Class 12 contains 36263 members 
Mstep: Class 13 contains 6861 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 46747 members 
Mstep: Class 16 contains 4363 members 
Mstep: Class 17 contains 3835 members 
Mstep: Class 18 contains 2766 members 
Mstep: Class 19 contains 1299 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 585 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2317 members 
Mstep: Class 24 contains 3416 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112068 members 
Mstep: Class 27 contains 18812 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15116 members 
Mstep: Class 30 contains 11969 members 
Mstep: Class 31 contains 1508 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5203 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 1666 members 
Mstep: Class 36 contains 8923 members 
Mstep: Class 37 contains 20474 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2591 members 
Mstep: Class 40 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891852.000000 Penalty: 85108.453125
Iteration 95Q: 41 clusters Score -4.089185e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 2611 members 
Mstep: Class 4 contains 12529 members 
Mstep: Class 5 contains 3343 members 
Mstep: Class 6 contains 3128 members 
Mstep: Class 7 contains 39812 members 
Mstep: Class 8 contains 11792 members 
Mstep: Class 9 contains 11767 members 
Mstep: Class 10 contains 36809 members 
Mstep: Class 11 contains 19173 members 
Mstep: Class 12 contains 36269 members 
Mstep: Class 13 contains 6850 members 
Mstep: Class 14 contains 8452 members 
Mstep: Class 15 contains 46684 members 
Mstep: Class 16 contains 4358 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 2765 members 
Mstep: Class 19 contains 1305 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 584 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2335 members 
Mstep: Class 24 contains 3413 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112061 members 
Mstep: Class 27 contains 18819 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 15117 members 
Mstep: Class 30 contains 11974 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 5224 members 
Mstep: Class 34 contains 565 members 
Mstep: Class 35 contains 1660 members 
Mstep: Class 36 contains 8944 members 
Mstep: Class 37 contains 20469 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2594 members 
Mstep: Class 40 contains 1108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891880.000000 Penalty: 85108.453125
Iteration 96Q: 41 clusters Score -4.089188e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 6008 members 
Mstep: Class 3 contains 2633 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 3334 members 
Mstep: Class 6 contains 3130 members 
Mstep: Class 7 contains 39829 members 
Mstep: Class 8 contains 11798 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36806 members 
Mstep: Class 11 contains 19141 members 
Mstep: Class 12 contains 36276 members 
Mstep: Class 13 contains 6840 members 
Mstep: Class 14 contains 8449 members 
Mstep: Class 15 contains 46633 members 
Mstep: Class 16 contains 4355 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2768 members 
Mstep: Class 19 contains 1315 members 
Mstep: Class 20 contains 1831 members 
Mstep: Class 21 contains 582 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2358 members 
Mstep: Class 24 contains 3415 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112053 members 
Mstep: Class 27 contains 18816 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15119 members 
Mstep: Class 30 contains 11974 members 
Mstep: Class 31 contains 1506 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5244 members 
Mstep: Class 34 contains 567 members 
Mstep: Class 35 contains 1652 members 
Mstep: Class 36 contains 8958 members 
Mstep: Class 37 contains 20469 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2598 members 
Mstep: Class 40 contains 1109 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891904.000000 Penalty: 85108.453125
Iteration 97Q: 41 clusters Score -4.08919e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 6015 members 
Mstep: Class 3 contains 2649 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 3321 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 39851 members 
Mstep: Class 8 contains 11806 members 
Mstep: Class 9 contains 11775 members 
Mstep: Class 10 contains 36795 members 
Mstep: Class 11 contains 19120 members 
Mstep: Class 12 contains 36286 members 
Mstep: Class 13 contains 6831 members 
Mstep: Class 14 contains 8448 members 
Mstep: Class 15 contains 46585 members 
Mstep: Class 16 contains 4360 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 2771 members 
Mstep: Class 19 contains 1326 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2374 members 
Mstep: Class 24 contains 3417 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 112046 members 
Mstep: Class 27 contains 18811 members 
Mstep: Class 28 contains 3579 members 
Mstep: Class 29 contains 15125 members 
Mstep: Class 30 contains 11970 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5263 members 
Mstep: Class 34 contains 567 members 
Mstep: Class 35 contains 1645 members 
Mstep: Class 36 contains 8968 members 
Mstep: Class 37 contains 20461 members 
Mstep: Class 38 contains 1276 members 
Mstep: Class 39 contains 2600 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891992.000000 Penalty: 85108.453125
Iteration 98Q: 41 clusters Score -4.089199e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 6017 members 
Mstep: Class 3 contains 2663 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 3303 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 39863 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11778 members 
Mstep: Class 10 contains 36783 members 
Mstep: Class 11 contains 19103 members 
Mstep: Class 12 contains 36292 members 
Mstep: Class 13 contains 6833 members 
Mstep: Class 14 contains 8447 members 
Mstep: Class 15 contains 46551 members 
Mstep: Class 16 contains 4364 members 
Mstep: Class 17 contains 3851 members 
Mstep: Class 18 contains 2773 members 
Mstep: Class 19 contains 1334 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2389 members 
Mstep: Class 24 contains 3418 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18805 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 1502 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5264 members 
Mstep: Class 34 contains 568 members 
Mstep: Class 35 contains 1643 members 
Mstep: Class 36 contains 8975 members 
Mstep: Class 37 contains 20457 members 
Mstep: Class 38 contains 1275 members 
Mstep: Class 39 contains 2601 members 
Mstep: Class 40 contains 1110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892012.000000 Penalty: 85108.453125
Iteration 99Q: 41 clusters Score -4.089201e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 2672 members 
Mstep: Class 4 contains 12527 members 
Mstep: Class 5 contains 3275 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 39880 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 11779 members 
Mstep: Class 10 contains 36779 members 
Mstep: Class 11 contains 19086 members 
Mstep: Class 12 contains 36295 members 
Mstep: Class 13 contains 6826 members 
Mstep: Class 14 contains 8445 members 
Mstep: Class 15 contains 46511 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 3853 members 
Mstep: Class 18 contains 2776 members 
Mstep: Class 19 contains 1346 members 
Mstep: Class 20 contains 1832 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2404 members 
Mstep: Class 24 contains 3424 members 
Mstep: Class 25 contains 1227 members 
Mstep: Class 26 contains 112031 members 
Mstep: Class 27 contains 18798 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 15127 members 
Mstep: Class 30 contains 11967 members 
Mstep: Class 31 contains 1498 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5286 members 
Mstep: Class 34 contains 569 members 
Mstep: Class 35 contains 1643 members 
Mstep: Class 36 contains 8982 members 
Mstep: Class 37 contains 20450 members 
Mstep: Class 38 contains 1274 members 
Mstep: Class 39 contains 2602 members 
Mstep: Class 40 contains 1111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892108.000000 Penalty: 85108.453125
Iteration 100F: 41 clusters Score -4.089211e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 2676 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 3248 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 39893 members 
Mstep: Class 8 contains 11822 members 
Mstep: Class 9 contains 11776 members 
Mstep: Class 10 contains 36774 members 
Mstep: Class 11 contains 19081 members 
Mstep: Class 12 contains 36297 members 
Mstep: Class 13 contains 6816 members 
Mstep: Class 14 contains 8441 members 
Mstep: Class 15 contains 46475 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 17 contains 3852 members 
Mstep: Class 18 contains 2777 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 1824 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2409 members 
Mstep: Class 24 contains 3425 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 112029 members 
Mstep: Class 27 contains 18791 members 
Mstep: Class 28 contains 3580 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 11964 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2729 members 
Mstep: Class 33 contains 5310 members 
Mstep: Class 34 contains 570 members 
Mstep: Class 35 contains 1641 members 
Mstep: Class 36 contains 9017 members 
Mstep: Class 37 contains 20443 members 
Mstep: Class 38 contains 1281 members 
Mstep: Class 39 contains 2606 members 
Mstep: Class 40 contains 1113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892140.000000 Penalty: 85108.453125
Iteration 101Q: 41 clusters Score -4.089214e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 6029 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 12528 members 
Mstep: Class 5 contains 3224 members 
Mstep: Class 6 contains 3131 members 
Mstep: Class 7 contains 39912 members 
Mstep: Class 8 contains 11821 members 
Mstep: Class 9 contains 11775 members 
Mstep: Class 10 contains 36770 members 
Mstep: Class 11 contains 19071 members 
Mstep: Class 12 contains 36306 members 
Mstep: Class 13 contains 6805 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 46426 members 
Mstep: Class 16 contains 4373 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 2777 members 
Mstep: Class 19 contains 1355 members 
Mstep: Class 20 contains 1819 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2416 members 
Mstep: Class 24 contains 3426 members 
Mstep: Class 25 contains 1223 members 
Mstep: Class 26 contains 112022 members 
Mstep: Class 27 contains 18786 members 
Mstep: Class 28 contains 3578 members 
Mstep: Class 29 contains 15146 members 
Mstep: Class 30 contains 11970 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5329 members 
Mstep: Class 34 contains 575 members 
Mstep: Class 35 contains 1639 members 
Mstep: Class 36 contains 9051 members 
Mstep: Class 37 contains 20439 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892192.000000 Penalty: 85108.453125
Iteration 102Q: 41 clusters Score -4.089219e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 6026 members 
Mstep: Class 3 contains 2680 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 3185 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 39930 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 11776 members 
Mstep: Class 10 contains 36763 members 
Mstep: Class 11 contains 19054 members 
Mstep: Class 12 contains 36315 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 8435 members 
Mstep: Class 15 contains 46382 members 
Mstep: Class 16 contains 4376 members 
Mstep: Class 17 contains 3847 members 
Mstep: Class 18 contains 2778 members 
Mstep: Class 19 contains 1363 members 
Mstep: Class 20 contains 1815 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2429 members 
Mstep: Class 24 contains 3426 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 112019 members 
Mstep: Class 27 contains 18783 members 
Mstep: Class 28 contains 3577 members 
Mstep: Class 29 contains 15151 members 
Mstep: Class 30 contains 11974 members 
Mstep: Class 31 contains 1492 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5344 members 
Mstep: Class 34 contains 578 members 
Mstep: Class 35 contains 1638 members 
Mstep: Class 36 contains 9076 members 
Mstep: Class 37 contains 20441 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892396.000000 Penalty: 85108.453125
Iteration 103Q: 41 clusters Score -4.08924e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 6028 members 
Mstep: Class 3 contains 2681 members 
Mstep: Class 4 contains 12526 members 
Mstep: Class 5 contains 3149 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 39943 members 
Mstep: Class 8 contains 11830 members 
Mstep: Class 9 contains 11776 members 
Mstep: Class 10 contains 36753 members 
Mstep: Class 11 contains 19031 members 
Mstep: Class 12 contains 36318 members 
Mstep: Class 13 contains 6788 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 46345 members 
Mstep: Class 16 contains 4381 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 1378 members 
Mstep: Class 20 contains 1809 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 1392 members 
Mstep: Class 23 contains 2447 members 
Mstep: Class 24 contains 3431 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 112012 members 
Mstep: Class 27 contains 18786 members 
Mstep: Class 28 contains 3574 members 
Mstep: Class 29 contains 15156 members 
Mstep: Class 30 contains 11972 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5366 members 
Mstep: Class 34 contains 582 members 
Mstep: Class 35 contains 1635 members 
Mstep: Class 36 contains 9091 members 
Mstep: Class 37 contains 20439 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 2606 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892372.000000 Penalty: 85108.453125
Iteration 104Q: 41 clusters Score -4.089237e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 6016 members 
Mstep: Class 3 contains 2679 members 
Mstep: Class 4 contains 12523 members 
Mstep: Class 5 contains 3103 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 39951 members 
Mstep: Class 8 contains 11833 members 
Mstep: Class 9 contains 11779 members 
Mstep: Class 10 contains 36750 members 
Mstep: Class 11 contains 19015 members 
Mstep: Class 12 contains 36327 members 
Mstep: Class 13 contains 6773 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 46310 members 
Mstep: Class 16 contains 4390 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2780 members 
Mstep: Class 19 contains 1394 members 
Mstep: Class 20 contains 1806 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2458 members 
Mstep: Class 24 contains 3439 members 
Mstep: Class 25 contains 1217 members 
Mstep: Class 26 contains 112010 members 
Mstep: Class 27 contains 18794 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 15158 members 
Mstep: Class 30 contains 11973 members 
Mstep: Class 31 contains 1492 members 
Mstep: Class 32 contains 2727 members 
Mstep: Class 33 contains 5388 members 
Mstep: Class 34 contains 586 members 
Mstep: Class 35 contains 1633 members 
Mstep: Class 36 contains 9099 members 
Mstep: Class 37 contains 20444 members 
Mstep: Class 38 contains 1283 members 
Mstep: Class 39 contains 2605 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892484.000000 Penalty: 85108.453125
Iteration 105Q: 41 clusters Score -4.089248e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6007 members 
Mstep: Class 3 contains 2683 members 
Mstep: Class 4 contains 12522 members 
Mstep: Class 5 contains 3065 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 39954 members 
Mstep: Class 8 contains 11833 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 36746 members 
Mstep: Class 11 contains 18991 members 
Mstep: Class 12 contains 36337 members 
Mstep: Class 13 contains 6758 members 
Mstep: Class 14 contains 8433 members 
Mstep: Class 15 contains 46291 members 
Mstep: Class 16 contains 4391 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2779 members 
Mstep: Class 19 contains 1405 members 
Mstep: Class 20 contains 1803 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2476 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 112015 members 
Mstep: Class 27 contains 18814 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 15156 members 
Mstep: Class 30 contains 11978 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 2726 members 
Mstep: Class 33 contains 5399 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1631 members 
Mstep: Class 36 contains 9103 members 
Mstep: Class 37 contains 20448 members 
Mstep: Class 38 contains 1285 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892544.000000 Penalty: 85108.453125
Iteration 106Q: 41 clusters Score -4.089254e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 2691 members 
Mstep: Class 4 contains 12518 members 
Mstep: Class 5 contains 3036 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 39961 members 
Mstep: Class 8 contains 11837 members 
Mstep: Class 9 contains 11785 members 
Mstep: Class 10 contains 36743 members 
Mstep: Class 11 contains 18970 members 
Mstep: Class 12 contains 36335 members 
Mstep: Class 13 contains 6751 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46275 members 
Mstep: Class 16 contains 4397 members 
Mstep: Class 17 contains 3846 members 
Mstep: Class 18 contains 2781 members 
Mstep: Class 19 contains 1414 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2496 members 
Mstep: Class 24 contains 3444 members 
Mstep: Class 25 contains 1208 members 
Mstep: Class 26 contains 112017 members 
Mstep: Class 27 contains 18820 members 
Mstep: Class 28 contains 3571 members 
Mstep: Class 29 contains 15152 members 
Mstep: Class 30 contains 11980 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5408 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1629 members 
Mstep: Class 36 contains 9109 members 
Mstep: Class 37 contains 20444 members 
Mstep: Class 38 contains 1286 members 
Mstep: Class 39 contains 2611 members 
Mstep: Class 40 contains 1115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892552.000000 Penalty: 85108.453125
Iteration 107Q: 41 clusters Score -4.089255e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5988 members 
Mstep: Class 3 contains 2699 members 
Mstep: Class 4 contains 12519 members 
Mstep: Class 5 contains 2996 members 
Mstep: Class 6 contains 3135 members 
Mstep: Class 7 contains 39972 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 11789 members 
Mstep: Class 10 contains 36740 members 
Mstep: Class 11 contains 18955 members 
Mstep: Class 12 contains 36331 members 
Mstep: Class 13 contains 6743 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 46257 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2782 members 
Mstep: Class 19 contains 1421 members 
Mstep: Class 20 contains 1802 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2514 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 112017 members 
Mstep: Class 27 contains 18824 members 
Mstep: Class 28 contains 3571 members 
Mstep: Class 29 contains 15146 members 
Mstep: Class 30 contains 11992 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5418 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1626 members 
Mstep: Class 36 contains 9113 members 
Mstep: Class 37 contains 20437 members 
Mstep: Class 38 contains 1288 members 
Mstep: Class 39 contains 2611 members 
Mstep: Class 40 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892636.000000 Penalty: 85108.453125
Iteration 108Q: 41 clusters Score -4.089264e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 5981 members 
Mstep: Class 3 contains 2711 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 2959 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 39978 members 
Mstep: Class 8 contains 11842 members 
Mstep: Class 9 contains 11791 members 
Mstep: Class 10 contains 36738 members 
Mstep: Class 11 contains 18944 members 
Mstep: Class 12 contains 36327 members 
Mstep: Class 13 contains 6733 members 
Mstep: Class 14 contains 8418 members 
Mstep: Class 15 contains 46245 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 1424 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 578 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2515 members 
Mstep: Class 24 contains 3447 members 
Mstep: Class 25 contains 1204 members 
Mstep: Class 26 contains 112019 members 
Mstep: Class 27 contains 18829 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 15148 members 
Mstep: Class 30 contains 11998 members 
Mstep: Class 31 contains 1494 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5425 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1624 members 
Mstep: Class 36 contains 9126 members 
Mstep: Class 37 contains 20431 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 2612 members 
Mstep: Class 40 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892532.000000 Penalty: 85108.453125
Iteration 109Q: 41 clusters Score -4.089253e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 5974 members 
Mstep: Class 3 contains 2718 members 
Mstep: Class 4 contains 12517 members 
Mstep: Class 5 contains 2924 members 
Mstep: Class 6 contains 3140 members 
Mstep: Class 7 contains 39985 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 36737 members 
Mstep: Class 11 contains 18927 members 
Mstep: Class 12 contains 36327 members 
Mstep: Class 13 contains 6725 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 46236 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 1430 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1391 members 
Mstep: Class 23 contains 2518 members 
Mstep: Class 24 contains 3457 members 
Mstep: Class 25 contains 1202 members 
Mstep: Class 26 contains 112022 members 
Mstep: Class 27 contains 18844 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 15147 members 
Mstep: Class 30 contains 12006 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 2728 members 
Mstep: Class 33 contains 5432 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1618 members 
Mstep: Class 36 contains 9133 members 
Mstep: Class 37 contains 20424 members 
Mstep: Class 38 contains 1289 members 
Mstep: Class 39 contains 2613 members 
Mstep: Class 40 contains 1116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892584.000000 Penalty: 85108.453125
Iteration 110Q: 41 clusters Score -4.089258e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5969 members 
Mstep: Class 3 contains 2727 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 2903 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 39989 members 
Mstep: Class 8 contains 11848 members 
Mstep: Class 9 contains 11791 members 
Mstep: Class 10 contains 36735 members 
Mstep: Class 11 contains 18907 members 
Mstep: Class 12 contains 36330 members 
Mstep: Class 13 contains 6715 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 46230 members 
Mstep: Class 16 contains 4411 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 1433 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1393 members 
Mstep: Class 23 contains 2529 members 
Mstep: Class 24 contains 3460 members 
Mstep: Class 25 contains 1201 members 
Mstep: Class 26 contains 112024 members 
Mstep: Class 27 contains 18849 members 
Mstep: Class 28 contains 3572 members 
Mstep: Class 29 contains 15148 members 
Mstep: Class 30 contains 12015 members 
Mstep: Class 31 contains 1493 members 
Mstep: Class 32 contains 2725 members 
Mstep: Class 33 contains 5431 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 9136 members 
Mstep: Class 37 contains 20418 members 
Mstep: Class 38 contains 1291 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892556.000000 Penalty: 85108.453125
Iteration 111Q: 41 clusters Score -4.089256e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 5962 members 
Mstep: Class 3 contains 2740 members 
Mstep: Class 4 contains 12518 members 
Mstep: Class 5 contains 2885 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 39992 members 
Mstep: Class 8 contains 11849 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 36732 members 
Mstep: Class 11 contains 18888 members 
Mstep: Class 12 contains 36330 members 
Mstep: Class 13 contains 6712 members 
Mstep: Class 14 contains 8406 members 
Mstep: Class 15 contains 46222 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 1437 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1395 members 
Mstep: Class 23 contains 2533 members 
Mstep: Class 24 contains 3474 members 
Mstep: Class 25 contains 1200 members 
Mstep: Class 26 contains 112031 members 
Mstep: Class 27 contains 18858 members 
Mstep: Class 28 contains 3570 members 
Mstep: Class 29 contains 15145 members 
Mstep: Class 30 contains 12024 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2724 members 
Mstep: Class 33 contains 5420 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1616 members 
Mstep: Class 36 contains 9138 members 
Mstep: Class 37 contains 20413 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892644.000000 Penalty: 85108.453125
Iteration 112Q: 41 clusters Score -4.089264e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2748 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 2865 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 39995 members 
Mstep: Class 8 contains 11847 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 36727 members 
Mstep: Class 11 contains 18869 members 
Mstep: Class 12 contains 36337 members 
Mstep: Class 13 contains 6705 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 46217 members 
Mstep: Class 16 contains 4403 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2785 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 2536 members 
Mstep: Class 24 contains 3488 members 
Mstep: Class 25 contains 1197 members 
Mstep: Class 26 contains 112035 members 
Mstep: Class 27 contains 18864 members 
Mstep: Class 28 contains 3569 members 
Mstep: Class 29 contains 15147 members 
Mstep: Class 30 contains 12030 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2723 members 
Mstep: Class 33 contains 5423 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 9140 members 
Mstep: Class 37 contains 20414 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892724.000000 Penalty: 85108.453125
Iteration 113Q: 41 clusters Score -4.089272e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2757 members 
Mstep: Class 4 contains 12516 members 
Mstep: Class 5 contains 2848 members 
Mstep: Class 6 contains 3143 members 
Mstep: Class 7 contains 40004 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 36721 members 
Mstep: Class 11 contains 18852 members 
Mstep: Class 12 contains 36345 members 
Mstep: Class 13 contains 6702 members 
Mstep: Class 14 contains 8401 members 
Mstep: Class 15 contains 46208 members 
Mstep: Class 16 contains 4405 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2786 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1396 members 
Mstep: Class 23 contains 2541 members 
Mstep: Class 24 contains 3498 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 112035 members 
Mstep: Class 27 contains 18867 members 
Mstep: Class 28 contains 3564 members 
Mstep: Class 29 contains 15143 members 
Mstep: Class 30 contains 12033 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5427 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 9141 members 
Mstep: Class 37 contains 20413 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892752.000000 Penalty: 85108.453125
Iteration 114Q: 41 clusters Score -4.089275e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 12515 members 
Mstep: Class 5 contains 2825 members 
Mstep: Class 6 contains 3147 members 
Mstep: Class 7 contains 40014 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 11804 members 
Mstep: Class 10 contains 36720 members 
Mstep: Class 11 contains 18827 members 
Mstep: Class 12 contains 36350 members 
Mstep: Class 13 contains 6692 members 
Mstep: Class 14 contains 8403 members 
Mstep: Class 15 contains 46202 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2787 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2546 members 
Mstep: Class 24 contains 3514 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 112035 members 
Mstep: Class 27 contains 18882 members 
Mstep: Class 28 contains 3562 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 12038 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2723 members 
Mstep: Class 33 contains 5416 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1615 members 
Mstep: Class 36 contains 9146 members 
Mstep: Class 37 contains 20412 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892856.000000 Penalty: 85108.453125
Iteration 115Q: 41 clusters Score -4.089286e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 5964 members 
Mstep: Class 3 contains 2765 members 
Mstep: Class 4 contains 12514 members 
Mstep: Class 5 contains 2806 members 
Mstep: Class 6 contains 3151 members 
Mstep: Class 7 contains 40020 members 
Mstep: Class 8 contains 11844 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 36718 members 
Mstep: Class 11 contains 18802 members 
Mstep: Class 12 contains 36357 members 
Mstep: Class 13 contains 6683 members 
Mstep: Class 14 contains 8401 members 
Mstep: Class 15 contains 46190 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 1457 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 580 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 3527 members 
Mstep: Class 25 contains 1188 members 
Mstep: Class 26 contains 112032 members 
Mstep: Class 27 contains 18894 members 
Mstep: Class 28 contains 3559 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12044 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2723 members 
Mstep: Class 33 contains 5425 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1617 members 
Mstep: Class 36 contains 9144 members 
Mstep: Class 37 contains 20413 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892944.000000 Penalty: 85108.453125
Iteration 116Q: 41 clusters Score -4.089294e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2771 members 
Mstep: Class 4 contains 12512 members 
Mstep: Class 5 contains 2793 members 
Mstep: Class 6 contains 3153 members 
Mstep: Class 7 contains 40023 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 9 contains 11800 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 18787 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 46176 members 
Mstep: Class 16 contains 4408 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 1462 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2550 members 
Mstep: Class 24 contains 3544 members 
Mstep: Class 25 contains 1186 members 
Mstep: Class 26 contains 112032 members 
Mstep: Class 27 contains 18906 members 
Mstep: Class 28 contains 3555 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12047 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5439 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1617 members 
Mstep: Class 36 contains 9150 members 
Mstep: Class 37 contains 20408 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 1121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892992.000000 Penalty: 85108.453125
Iteration 117Q: 41 clusters Score -4.089299e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 2781 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 2781 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40028 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 18762 members 
Mstep: Class 12 contains 36359 members 
Mstep: Class 13 contains 6660 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 46165 members 
Mstep: Class 16 contains 4406 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2552 members 
Mstep: Class 24 contains 3562 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112033 members 
Mstep: Class 27 contains 18916 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12052 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5450 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1613 members 
Mstep: Class 36 contains 9154 members 
Mstep: Class 37 contains 20405 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893028.000000 Penalty: 85108.453125
Iteration 118Q: 41 clusters Score -4.089303e+07 nChanged 160
Entering ConstructFrom: 
Score: -40893028.000000 Penalty: 85108.453125
Entering ConstructFrom: 
Trying to split cluster 1 (10163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Entering Unmasked Estep 
Score: -877337.375000 Penalty: 1499.307739
	Iteration 0F: 2 clusters Score -877337.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -870048.875000 Penalty: 2998.615479
	Iteration 0F: 3 clusters Score -870048.9 nChanged 4442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -872429.812500 Penalty: 2998.615479
	Iteration 1F: 3 clusters Score -872429.8 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -872689.750000 Penalty: 2998.615479
	Iteration 2F: 3 clusters Score -872689.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -872893.687500 Penalty: 2998.615479
	Iteration 3F: 3 clusters Score -872893.7 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -873030.250000 Penalty: 2998.615479
	Iteration 4Q: 3 clusters Score -873030.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -873135.125000 Penalty: 2998.615479
	Iteration 5Q: 3 clusters Score -873135.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -873228.187500 Penalty: 2998.615479
	Iteration 6Q: 3 clusters Score -873228.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -873302.437500 Penalty: 2998.615479
	Iteration 7Q: 3 clusters Score -873302.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -873363.937500 Penalty: 2998.615479
	Iteration 8Q: 3 clusters Score -873363.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -873443.312500 Penalty: 2998.615479
	Iteration 9Q: 3 clusters Score -873443.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -873519.812500 Penalty: 2998.615479
	Iteration 10Q: 3 clusters Score -873519.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -873589.750000 Penalty: 2998.615479
	Iteration 11Q: 3 clusters Score -873589.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -873663.812500 Penalty: 2998.615479
	Iteration 12Q: 3 clusters Score -873663.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -873758.187500 Penalty: 2998.615479
	Iteration 13Q: 3 clusters Score -873758.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -873863.375000 Penalty: 2998.615479
	Iteration 14Q: 3 clusters Score -873863.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -873984.625000 Penalty: 2998.615479
	Iteration 15Q: 3 clusters Score -873984.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -874158.000000 Penalty: 2998.615479
	Iteration 16Q: 3 clusters Score -874158 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -874350.437500 Penalty: 2998.615479
	Iteration 17Q: 3 clusters Score -874350.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -874556.187500 Penalty: 2998.615479
	Iteration 18Q: 3 clusters Score -874556.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -874781.937500 Penalty: 2998.615479
	Iteration 19Q: 3 clusters Score -874781.9 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -874987.250000 Penalty: 2998.615479
	Iteration 20F: 3 clusters Score -874987.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -875121.125000 Penalty: 2998.615479
	Iteration 21Q: 3 clusters Score -875121.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -875242.062500 Penalty: 2998.615479
	Iteration 22Q: 3 clusters Score -875242.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -875337.500000 Penalty: 2998.615479
	Iteration 23Q: 3 clusters Score -875337.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -875415.312500 Penalty: 2998.615479
	Iteration 24Q: 3 clusters Score -875415.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -875490.625000 Penalty: 2998.615479
	Iteration 25Q: 3 clusters Score -875490.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -875563.875000 Penalty: 2998.615479
	Iteration 26Q: 3 clusters Score -875563.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -875620.625000 Penalty: 2998.615479
	Iteration 27Q: 3 clusters Score -875620.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -875673.875000 Penalty: 2998.615479
	Iteration 28Q: 3 clusters Score -875673.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -875725.625000 Penalty: 2998.615479
	Iteration 29Q: 3 clusters Score -875725.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -875783.437500 Penalty: 2998.615479
	Iteration 30Q: 3 clusters Score -875783.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -875836.062500 Penalty: 2998.615479
	Iteration 31Q: 3 clusters Score -875836.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -875888.937500 Penalty: 2998.615479
	Iteration 32Q: 3 clusters Score -875888.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -875930.187500 Penalty: 2998.615479
	Iteration 33Q: 3 clusters Score -875930.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -875959.937500 Penalty: 2998.615479
	Iteration 34Q: 3 clusters Score -875959.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -875980.750000 Penalty: 2998.615479
	Iteration 35Q: 3 clusters Score -875980.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -875999.375000 Penalty: 2998.615479
	Iteration 36Q: 3 clusters Score -875999.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -876011.875000 Penalty: 2998.615479
	Iteration 37Q: 3 clusters Score -876011.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -876022.937500 Penalty: 2998.615479
	Iteration 38Q: 3 clusters Score -876022.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -876034.125000 Penalty: 2998.615479
	Iteration 39Q: 3 clusters Score -876034.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -876037.937500 Penalty: 2998.615479
	Iteration 40F: 3 clusters Score -876037.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -876043.875000 Penalty: 2998.615479
	Iteration 41Q: 3 clusters Score -876043.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -876048.062500 Penalty: 2998.615479
	Iteration 42Q: 3 clusters Score -876048.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -876052.187500 Penalty: 2998.615479
	Iteration 43Q: 3 clusters Score -876052.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -876052.000000 Penalty: 2998.615479
	Iteration 44Q: 3 clusters Score -876052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -876053.875000 Penalty: 2998.615479
	Iteration 45Q: 3 clusters Score -876053.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -876056.437500 Penalty: 2998.615479
	Iteration 46Q: 3 clusters Score -876056.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -876059.937500 Penalty: 2998.615479
	Iteration 47Q: 3 clusters Score -876059.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -876061.562500 Penalty: 2998.615479
	Iteration 48Q: 3 clusters Score -876061.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -876066.437500 Penalty: 2998.615479
	Iteration 49Q: 3 clusters Score -876066.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -876067.875000 Penalty: 2998.615479
	Iteration 50Q: 3 clusters Score -876067.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -876068.875000 Penalty: 2998.615479
	Iteration 51Q: 3 clusters Score -876068.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -876070.750000 Penalty: 2998.615479
	Iteration 52Q: 3 clusters Score -876070.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -876072.750000 Penalty: 2998.615479
	Iteration 53Q: 3 clusters Score -876072.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -876072.187500 Penalty: 2998.615479
	Iteration 54Q: 3 clusters Score -876072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -876075.937500 Penalty: 2998.615479
	Iteration 55Q: 3 clusters Score -876075.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -876076.625000 Penalty: 2998.615479
	Iteration 56Q: 3 clusters Score -876076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -876079.937500 Penalty: 2998.615479
	Iteration 57Q: 3 clusters Score -876079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -876080.625000 Penalty: 2998.615479
	Iteration 58Q: 3 clusters Score -876080.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -876082.000000 Penalty: 2998.615479
	Iteration 59Q: 3 clusters Score -876082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -876083.250000 Penalty: 2998.615479
	Iteration 60F: 3 clusters Score -876083.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -876085.750000 Penalty: 2998.615479
	Iteration 61Q: 3 clusters Score -876085.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -876084.312500 Penalty: 2998.615479
	Iteration 62Q: 3 clusters Score -876084.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -876088.187500 Penalty: 2998.615479
	Iteration 63Q: 3 clusters Score -876088.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -876089.187500 Penalty: 2998.615479
	Iteration 64Q: 3 clusters Score -876089.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -876093.875000 Penalty: 2998.615479
	Iteration 65Q: 3 clusters Score -876093.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -876097.875000 Penalty: 2998.615479
	Iteration 66Q: 3 clusters Score -876097.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -876098.562500 Penalty: 2998.615479
	Iteration 67Q: 3 clusters Score -876098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -876102.125000 Penalty: 2998.615479
	Iteration 68Q: 3 clusters Score -876102.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -876106.562500 Penalty: 2998.615479
	Iteration 69Q: 3 clusters Score -876106.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -876103.937500 Penalty: 2998.615479
	Iteration 70Q: 3 clusters Score -876103.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -876103.937500 Penalty: 2998.615479
	Iteration 71Q: 3 clusters Score -876103.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -876105.875000 Penalty: 2998.615479
	Iteration 72Q: 3 clusters Score -876105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -876110.312500 Penalty: 2998.615479
	Iteration 73Q: 3 clusters Score -876110.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -876108.375000 Penalty: 2998.615479
	Iteration 74Q: 3 clusters Score -876108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -876108.875000 Penalty: 2998.615479
	Iteration 75Q: 3 clusters Score -876108.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -876108.750000 Penalty: 2998.615479
	Iteration 76Q: 3 clusters Score -876108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -876109.250000 Penalty: 2998.615479
	Iteration 77Q: 3 clusters Score -876109.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -876112.187500 Penalty: 2998.615479
	Iteration 78Q: 3 clusters Score -876112.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -876110.437500 Penalty: 2998.615479
	Iteration 79Q: 3 clusters Score -876110.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -876111.437500 Penalty: 2998.615479
	Iteration 80F: 3 clusters Score -876111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -876111.812500 Penalty: 2998.615479
	Iteration 81Q: 3 clusters Score -876111.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -876112.875000 Penalty: 2998.615479
	Iteration 82Q: 3 clusters Score -876112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -876111.125000 Penalty: 2998.615479
	Iteration 83Q: 3 clusters Score -876111.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -876114.687500 Penalty: 2998.615479
	Iteration 84Q: 3 clusters Score -876114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -876113.750000 Penalty: 2998.615479
	Iteration 85Q: 3 clusters Score -876113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -876114.437500 Penalty: 2998.615479
	Iteration 86Q: 3 clusters Score -876114.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -876116.625000 Penalty: 2998.615479
	Iteration 87Q: 3 clusters Score -876116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -876117.437500 Penalty: 2998.615479
	Iteration 88Q: 3 clusters Score -876117.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -876117.687500 Penalty: 2998.615479
	Iteration 89Q: 3 clusters Score -876117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -876119.000000 Penalty: 2998.615479
	Iteration 90Q: 3 clusters Score -876119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -876119.187500 Penalty: 2998.615479
	Iteration 91Q: 3 clusters Score -876119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -876119.812500 Penalty: 2998.615479
	Iteration 92Q: 3 clusters Score -876119.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -876120.625000 Penalty: 2998.615479
	Iteration 93Q: 3 clusters Score -876120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -876121.687500 Penalty: 2998.615479
	Iteration 94Q: 3 clusters Score -876121.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -876122.312500 Penalty: 2998.615479
	Iteration 95Q: 3 clusters Score -876122.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -876127.125000 Penalty: 2998.615479
	Iteration 96Q: 3 clusters Score -876127.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -876125.437500 Penalty: 2998.615479
	Iteration 97Q: 3 clusters Score -876125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -876127.625000 Penalty: 2998.615479
	Iteration 98Q: 3 clusters Score -876127.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -876129.062500 Penalty: 2998.615479
	Iteration 99Q: 3 clusters Score -876129.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -876129.375000 Penalty: 2998.615479
	Iteration 100F: 3 clusters Score -876129.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -876130.250000 Penalty: 2998.615479
	Iteration 101Q: 3 clusters Score -876130.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -876130.062500 Penalty: 2998.615479
	Iteration 102Q: 3 clusters Score -876130.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -876131.375000 Penalty: 2998.615479
	Iteration 103Q: 3 clusters Score -876131.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -876130.375000 Penalty: 2998.615479
	Iteration 104Q: 3 clusters Score -876130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -876132.375000 Penalty: 2998.615479
	Iteration 105Q: 3 clusters Score -876132.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -876131.937500 Penalty: 2998.615479
	Iteration 106Q: 3 clusters Score -876131.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -876134.562500 Penalty: 2998.615479
	Iteration 107Q: 3 clusters Score -876134.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -876141.062500 Penalty: 2998.615479
	Iteration 108Q: 3 clusters Score -876141.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -876141.437500 Penalty: 2998.615479
	Iteration 109Q: 3 clusters Score -876141.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -876144.562500 Penalty: 2998.615479
	Iteration 110Q: 3 clusters Score -876144.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -876146.437500 Penalty: 2998.615479
	Iteration 111Q: 3 clusters Score -876146.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -876149.375000 Penalty: 2998.615479
	Iteration 112Q: 3 clusters Score -876149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -876149.812500 Penalty: 2998.615479
	Iteration 113Q: 3 clusters Score -876149.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -876150.812500 Penalty: 2998.615479
	Iteration 114Q: 3 clusters Score -876150.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -876152.062500 Penalty: 2998.615479
	Iteration 115Q: 3 clusters Score -876152.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -876153.875000 Penalty: 2998.615479
	Iteration 116Q: 3 clusters Score -876153.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -876154.312500 Penalty: 2998.615479
	Iteration 117Q: 3 clusters Score -876154.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -876155.875000 Penalty: 2998.615479
	Iteration 118Q: 3 clusters Score -876155.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -876157.062500 Penalty: 2998.615479
	Iteration 119Q: 3 clusters Score -876157.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -876156.187500 Penalty: 2998.615479
	Iteration 120F: 3 clusters Score -876156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -876156.375000 Penalty: 2998.615479
	Iteration 121Q: 3 clusters Score -876156.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -876156.375000 Penalty: 2998.615479
	Iteration 122F: 3 clusters Score -876156.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -467604.093750 Penalty: 1412.665894
	Iteration 0F: 2 clusters Score -467604.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -462961.031250 Penalty: 2825.331787
	Iteration 0F: 3 clusters Score -462961 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -464693.968750 Penalty: 2825.331787
	Iteration 1F: 3 clusters Score -464694 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -465175.375000 Penalty: 2825.331787
	Iteration 2F: 3 clusters Score -465175.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -465563.250000 Penalty: 2825.331787
	Iteration 3F: 3 clusters Score -465563.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -465830.843750 Penalty: 2825.331787
	Iteration 4F: 3 clusters Score -465830.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -465977.562500 Penalty: 2825.331787
	Iteration 5F: 3 clusters Score -465977.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -466083.250000 Penalty: 2825.331787
	Iteration 6Q: 3 clusters Score -466083.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -466170.218750 Penalty: 2825.331787
	Iteration 7Q: 3 clusters Score -466170.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -466249.843750 Penalty: 2825.331787
	Iteration 8Q: 3 clusters Score -466249.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -466305.531250 Penalty: 2825.331787
	Iteration 9Q: 3 clusters Score -466305.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -466356.062500 Penalty: 2825.331787
	Iteration 10Q: 3 clusters Score -466356.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -466404.593750 Penalty: 2825.331787
	Iteration 11Q: 3 clusters Score -466404.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -466446.125000 Penalty: 2825.331787
	Iteration 12Q: 3 clusters Score -466446.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -466486.625000 Penalty: 2825.331787
	Iteration 13Q: 3 clusters Score -466486.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -466538.781250 Penalty: 2825.331787
	Iteration 14Q: 3 clusters Score -466538.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -466613.625000 Penalty: 2825.331787
	Iteration 15Q: 3 clusters Score -466613.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -466728.156250 Penalty: 2825.331787
	Iteration 16Q: 3 clusters Score -466728.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -466871.562500 Penalty: 2825.331787
	Iteration 17Q: 3 clusters Score -466871.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -466970.125000 Penalty: 2825.331787
	Iteration 18Q: 3 clusters Score -466970.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -467024.687500 Penalty: 2825.331787
	Iteration 19Q: 3 clusters Score -467024.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -467060.375000 Penalty: 2825.331787
	Iteration 20F: 3 clusters Score -467060.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -467097.593750 Penalty: 2825.331787
	Iteration 21Q: 3 clusters Score -467097.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -467120.093750 Penalty: 2825.331787
	Iteration 22Q: 3 clusters Score -467120.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -467144.843750 Penalty: 2825.331787
	Iteration 23Q: 3 clusters Score -467144.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -467171.281250 Penalty: 2825.331787
	Iteration 24Q: 3 clusters Score -467171.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -467197.843750 Penalty: 2825.331787
	Iteration 25Q: 3 clusters Score -467197.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -467221.531250 Penalty: 2825.331787
	Iteration 26Q: 3 clusters Score -467221.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -467239.437500 Penalty: 2825.331787
	Iteration 27Q: 3 clusters Score -467239.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -467254.781250 Penalty: 2825.331787
	Iteration 28Q: 3 clusters Score -467254.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -467270.468750 Penalty: 2825.331787
	Iteration 29Q: 3 clusters Score -467270.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -467287.156250 Penalty: 2825.331787
	Iteration 30Q: 3 clusters Score -467287.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -467300.656250 Penalty: 2825.331787
	Iteration 31Q: 3 clusters Score -467300.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -467308.062500 Penalty: 2825.331787
	Iteration 32Q: 3 clusters Score -467308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -467321.125000 Penalty: 2825.331787
	Iteration 33Q: 3 clusters Score -467321.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -467332.218750 Penalty: 2825.331787
	Iteration 34Q: 3 clusters Score -467332.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -467342.750000 Penalty: 2825.331787
	Iteration 35Q: 3 clusters Score -467342.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -467352.500000 Penalty: 2825.331787
	Iteration 36Q: 3 clusters Score -467352.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -467363.187500 Penalty: 2825.331787
	Iteration 37Q: 3 clusters Score -467363.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -467371.125000 Penalty: 2825.331787
	Iteration 38Q: 3 clusters Score -467371.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -467375.781250 Penalty: 2825.331787
	Iteration 39Q: 3 clusters Score -467375.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -467379.906250 Penalty: 2825.331787
	Iteration 40F: 3 clusters Score -467379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -467380.250000 Penalty: 2825.331787
	Iteration 41Q: 3 clusters Score -467380.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -467381.593750 Penalty: 2825.331787
	Iteration 42Q: 3 clusters Score -467381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -467382.031250 Penalty: 2825.331787
	Iteration 43Q: 3 clusters Score -467382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -467382.500000 Penalty: 2825.331787
	Iteration 44Q: 3 clusters Score -467382.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -467383.500000 Penalty: 2825.331787
	Iteration 45Q: 3 clusters Score -467383.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -467384.000000 Penalty: 2825.331787
	Iteration 46Q: 3 clusters Score -467384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -467384.093750 Penalty: 2825.331787
	Iteration 47Q: 3 clusters Score -467384.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -467384.187500 Penalty: 2825.331787
	Iteration 48Q: 3 clusters Score -467384.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -467384.187500 Penalty: 2825.331787
	Iteration 49F: 3 clusters Score -467384.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Entering Unmasked Estep 
Score: -219973.484375 Penalty: 1289.008789
	Iteration 0F: 2 clusters Score -219973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -217392.562500 Penalty: 2578.017578
	Iteration 0F: 3 clusters Score -217392.6 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -218112.015625 Penalty: 2578.017578
	Iteration 1F: 3 clusters Score -218112 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -218337.468750 Penalty: 2578.017578
	Iteration 2F: 3 clusters Score -218337.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -218508.203125 Penalty: 2578.017578
	Iteration 3F: 3 clusters Score -218508.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -218642.234375 Penalty: 2578.017578
	Iteration 4F: 3 clusters Score -218642.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -218751.687500 Penalty: 2578.017578
	Iteration 5Q: 3 clusters Score -218751.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -218850.828125 Penalty: 2578.017578
	Iteration 6Q: 3 clusters Score -218850.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -218929.265625 Penalty: 2578.017578
	Iteration 7Q: 3 clusters Score -218929.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -219026.562500 Penalty: 2578.017578
	Iteration 8Q: 3 clusters Score -219026.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -219116.812500 Penalty: 2578.017578
	Iteration 9Q: 3 clusters Score -219116.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -219174.296875 Penalty: 2578.017578
	Iteration 10Q: 3 clusters Score -219174.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -219208.531250 Penalty: 2578.017578
	Iteration 11Q: 3 clusters Score -219208.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -219227.390625 Penalty: 2578.017578
	Iteration 12Q: 3 clusters Score -219227.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -219236.703125 Penalty: 2578.017578
	Iteration 13Q: 3 clusters Score -219236.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -219244.187500 Penalty: 2578.017578
	Iteration 14Q: 3 clusters Score -219244.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -219254.375000 Penalty: 2578.017578
	Iteration 15Q: 3 clusters Score -219254.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -219265.546875 Penalty: 2578.017578
	Iteration 16Q: 3 clusters Score -219265.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -219273.375000 Penalty: 2578.017578
	Iteration 17Q: 3 clusters Score -219273.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -219280.046875 Penalty: 2578.017578
	Iteration 18Q: 3 clusters Score -219280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -219285.421875 Penalty: 2578.017578
	Iteration 19Q: 3 clusters Score -219285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -219289.531250 Penalty: 2578.017578
	Iteration 20F: 3 clusters Score -219289.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -219292.625000 Penalty: 2578.017578
	Iteration 21Q: 3 clusters Score -219292.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -219298.187500 Penalty: 2578.017578
	Iteration 22Q: 3 clusters Score -219298.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219299.046875 Penalty: 2578.017578
	Iteration 23Q: 3 clusters Score -219299 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -219299.046875 Penalty: 2578.017578
	Iteration 24F: 3 clusters Score -219299 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Entering Unmasked Estep 
Score: -1107372.625000 Penalty: 1533.110107
	Iteration 0F: 2 clusters Score -1107373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1098511.625000 Penalty: 3066.220215
	Iteration 0F: 3 clusters Score -1098512 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1101593.625000 Penalty: 3066.220215
	Iteration 1F: 3 clusters Score -1101594 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1101839.125000 Penalty: 3066.220215
	Iteration 2F: 3 clusters Score -1101839 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1102038.000000 Penalty: 3066.220215
	Iteration 3Q: 3 clusters Score -1102038 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1102199.875000 Penalty: 3066.220215
	Iteration 4Q: 3 clusters Score -1102200 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1102353.250000 Penalty: 3066.220215
	Iteration 5Q: 3 clusters Score -1102353 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1102499.125000 Penalty: 3066.220215
	Iteration 6Q: 3 clusters Score -1102499 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1102666.750000 Penalty: 3066.220215
	Iteration 7Q: 3 clusters Score -1102667 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1102869.250000 Penalty: 3066.220215
	Iteration 8Q: 3 clusters Score -1102869 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1103100.625000 Penalty: 3066.220215
	Iteration 9Q: 3 clusters Score -1103101 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1103411.250000 Penalty: 3066.220215
	Iteration 10Q: 3 clusters Score -1103411 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1103766.000000 Penalty: 3066.220215
	Iteration 11Q: 3 clusters Score -1103766 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1104171.250000 Penalty: 3066.220215
	Iteration 12Q: 3 clusters Score -1104171 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1104628.875000 Penalty: 3066.220215
	Iteration 13Q: 3 clusters Score -1104629 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1105005.625000 Penalty: 3066.220215
	Iteration 14Q: 3 clusters Score -1105006 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1105291.750000 Penalty: 3066.220215
	Iteration 15Q: 3 clusters Score -1105292 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1105522.500000 Penalty: 3066.220215
	Iteration 16Q: 3 clusters Score -1105522 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1105702.625000 Penalty: 3066.220215
	Iteration 17Q: 3 clusters Score -1105703 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1105832.875000 Penalty: 3066.220215
	Iteration 18Q: 3 clusters Score -1105833 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1105920.000000 Penalty: 3066.220215
	Iteration 19Q: 3 clusters Score -1105920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1105971.750000 Penalty: 3066.220215
	Iteration 20F: 3 clusters Score -1105972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1106010.750000 Penalty: 3066.220215
	Iteration 21Q: 3 clusters Score -1106011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1106036.250000 Penalty: 3066.220215
	Iteration 22Q: 3 clusters Score -1106036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1106050.875000 Penalty: 3066.220215
	Iteration 23Q: 3 clusters Score -1106051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1106061.375000 Penalty: 3066.220215
	Iteration 24Q: 3 clusters Score -1106061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1106070.875000 Penalty: 3066.220215
	Iteration 25Q: 3 clusters Score -1106071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1106080.000000 Penalty: 3066.220215
	Iteration 26Q: 3 clusters Score -1106080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1106085.000000 Penalty: 3066.220215
	Iteration 27Q: 3 clusters Score -1106085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1106089.625000 Penalty: 3066.220215
	Iteration 28Q: 3 clusters Score -1106090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1106091.875000 Penalty: 3066.220215
	Iteration 29Q: 3 clusters Score -1106092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1106091.625000 Penalty: 3066.220215
	Iteration 30Q: 3 clusters Score -1106092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1106091.625000 Penalty: 3066.220215
	Iteration 31F: 3 clusters Score -1106092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Entering Unmasked Estep 
Score: -232731.875000 Penalty: 1287.838135
	Iteration 0F: 2 clusters Score -232731.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -230178.937500 Penalty: 2575.676270
	Iteration 0F: 3 clusters Score -230178.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -230903.546875 Penalty: 2575.676270
	Iteration 1F: 3 clusters Score -230903.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -231347.062500 Penalty: 2575.676270
	Iteration 2F: 3 clusters Score -231347.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -232060.046875 Penalty: 2575.676270
	Iteration 3F: 3 clusters Score -232060 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -232970.718750 Penalty: 2575.676270
	Iteration 4F: 3 clusters Score -232970.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -233489.000000 Penalty: 2575.676270
	Iteration 5F: 3 clusters Score -233489 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -233572.234375 Penalty: 2575.676270
	Iteration 6Q: 3 clusters Score -233572.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -233603.203125 Penalty: 2575.676270
	Iteration 7Q: 3 clusters Score -233603.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -233618.203125 Penalty: 2575.676270
	Iteration 8Q: 3 clusters Score -233618.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -233624.406250 Penalty: 2575.676270
	Iteration 9Q: 3 clusters Score -233624.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -233628.562500 Penalty: 2575.676270
	Iteration 10Q: 3 clusters Score -233628.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -233641.562500 Penalty: 2575.676270
	Iteration 11Q: 3 clusters Score -233641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -233654.906250 Penalty: 2575.676270
	Iteration 12Q: 3 clusters Score -233654.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -233661.703125 Penalty: 2575.676270
	Iteration 13Q: 3 clusters Score -233661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -233663.328125 Penalty: 2575.676270
	Iteration 14Q: 3 clusters Score -233663.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -233664.015625 Penalty: 2575.676270
	Iteration 15Q: 3 clusters Score -233664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -233664.234375 Penalty: 2575.676270
	Iteration 16Q: 3 clusters Score -233664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -233664.234375 Penalty: 2575.676270
	Iteration 17F: 3 clusters Score -233664.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40031 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 46162 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112031 members 
Mstep: Class 27 contains 18923 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12056 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5462 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1612 members 
Mstep: Class 36 contains 9158 members 
Mstep: Class 37 contains 20397 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2621 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1633 members 
Entering Unmasked Estep 
Score: -40893144.000000 Penalty: 87236.164062
Splitting cluster 5 changes total score from -40893028.000000 to -40893144.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 6 (3156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Entering Unmasked Estep 
Score: -277665.906250 Penalty: 1309.272339
	Iteration 0F: 2 clusters Score -277665.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -274850.718750 Penalty: 2618.544678
	Iteration 0F: 3 clusters Score -274850.7 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -275491.250000 Penalty: 2618.544678
	Iteration 1F: 3 clusters Score -275491.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -275616.906250 Penalty: 2618.544678
	Iteration 2F: 3 clusters Score -275616.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -275690.250000 Penalty: 2618.544678
	Iteration 3Q: 3 clusters Score -275690.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -275747.000000 Penalty: 2618.544678
	Iteration 4Q: 3 clusters Score -275747 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -275782.781250 Penalty: 2618.544678
	Iteration 5Q: 3 clusters Score -275782.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -275803.312500 Penalty: 2618.544678
	Iteration 6Q: 3 clusters Score -275803.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -275831.000000 Penalty: 2618.544678
	Iteration 7Q: 3 clusters Score -275831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -275855.187500 Penalty: 2618.544678
	Iteration 8Q: 3 clusters Score -275855.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -275875.562500 Penalty: 2618.544678
	Iteration 9Q: 3 clusters Score -275875.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -275905.156250 Penalty: 2618.544678
	Iteration 10Q: 3 clusters Score -275905.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -275937.156250 Penalty: 2618.544678
	Iteration 11Q: 3 clusters Score -275937.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -275980.718750 Penalty: 2618.544678
	Iteration 12Q: 3 clusters Score -275980.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -276024.031250 Penalty: 2618.544678
	Iteration 13Q: 3 clusters Score -276024 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -276078.937500 Penalty: 2618.544678
	Iteration 14Q: 3 clusters Score -276078.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -276148.093750 Penalty: 2618.544678
	Iteration 15Q: 3 clusters Score -276148.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -276224.156250 Penalty: 2618.544678
	Iteration 16Q: 3 clusters Score -276224.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -276293.593750 Penalty: 2618.544678
	Iteration 17Q: 3 clusters Score -276293.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -276371.812500 Penalty: 2618.544678
	Iteration 18Q: 3 clusters Score -276371.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -276442.750000 Penalty: 2618.544678
	Iteration 19Q: 3 clusters Score -276442.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -276504.125000 Penalty: 2618.544678
	Iteration 20F: 3 clusters Score -276504.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -276580.875000 Penalty: 2618.544678
	Iteration 21Q: 3 clusters Score -276580.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -276622.000000 Penalty: 2618.544678
	Iteration 22Q: 3 clusters Score -276622 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -276655.531250 Penalty: 2618.544678
	Iteration 23Q: 3 clusters Score -276655.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -276678.781250 Penalty: 2618.544678
	Iteration 24Q: 3 clusters Score -276678.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -276696.000000 Penalty: 2618.544678
	Iteration 25Q: 3 clusters Score -276696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -276710.156250 Penalty: 2618.544678
	Iteration 26Q: 3 clusters Score -276710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -276714.875000 Penalty: 2618.544678
	Iteration 27Q: 3 clusters Score -276714.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -276720.687500 Penalty: 2618.544678
	Iteration 28Q: 3 clusters Score -276720.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -276723.875000 Penalty: 2618.544678
	Iteration 29Q: 3 clusters Score -276723.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -276732.125000 Penalty: 2618.544678
	Iteration 30Q: 3 clusters Score -276732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -276736.187500 Penalty: 2618.544678
	Iteration 31Q: 3 clusters Score -276736.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -276739.656250 Penalty: 2618.544678
	Iteration 32Q: 3 clusters Score -276739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -276741.125000 Penalty: 2618.544678
	Iteration 33Q: 3 clusters Score -276741.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -276741.500000 Penalty: 2618.544678
	Iteration 34Q: 3 clusters Score -276741.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -276741.500000 Penalty: 2618.544678
	Iteration 35F: 3 clusters Score -276741.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Entering Unmasked Estep 
Score: -3573432.750000 Penalty: 1722.078979
	Iteration 0F: 2 clusters Score -3573433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -3546647.750000 Penalty: 3444.157959
	Iteration 0F: 3 clusters Score -3546648 nChanged 18764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -3557251.750000 Penalty: 3444.157959
	Iteration 1F: 3 clusters Score -3557252 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -3557989.000000 Penalty: 3444.157959
	Iteration 2Q: 3 clusters Score -3557989 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 17214 members 
Entering Unmasked Estep 
Score: -3558964.250000 Penalty: 3444.157959
	Iteration 3F: 3 clusters Score -3558964 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3560198.500000 Penalty: 3444.157959
	Iteration 4F: 3 clusters Score -3560198 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -3561711.250000 Penalty: 3444.157959
	Iteration 5F: 3 clusters Score -3561711 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -3563459.750000 Penalty: 3444.157959
	Iteration 6F: 3 clusters Score -3563460 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3565207.500000 Penalty: 3444.157959
	Iteration 7F: 3 clusters Score -3565208 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -3566755.750000 Penalty: 3444.157959
	Iteration 8F: 3 clusters Score -3566756 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34383 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -3568103.000000 Penalty: 3444.157959
	Iteration 9Q: 3 clusters Score -3568103 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3569282.250000 Penalty: 3444.157959
	Iteration 10Q: 3 clusters Score -3569282 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3570201.250000 Penalty: 3444.157959
	Iteration 11Q: 3 clusters Score -3570201 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3570831.500000 Penalty: 3444.157959
	Iteration 12Q: 3 clusters Score -3570832 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3571243.750000 Penalty: 3444.157959
	Iteration 13Q: 3 clusters Score -3571244 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39078 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3571508.750000 Penalty: 3444.157959
	Iteration 14Q: 3 clusters Score -3571509 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3571669.500000 Penalty: 3444.157959
	Iteration 15Q: 3 clusters Score -3571670 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3571751.500000 Penalty: 3444.157959
	Iteration 16Q: 3 clusters Score -3571752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39479 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3571812.000000 Penalty: 3444.157959
	Iteration 17Q: 3 clusters Score -3571812 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39532 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3571846.500000 Penalty: 3444.157959
	Iteration 18Q: 3 clusters Score -3571846 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3571875.750000 Penalty: 3444.157959
	Iteration 19Q: 3 clusters Score -3571876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39588 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3571903.500000 Penalty: 3444.157959
	Iteration 20F: 3 clusters Score -3571904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39602 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3571919.250000 Penalty: 3444.157959
	Iteration 21Q: 3 clusters Score -3571919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3571939.500000 Penalty: 3444.157959
	Iteration 22Q: 3 clusters Score -3571940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3571957.500000 Penalty: 3444.157959
	Iteration 23Q: 3 clusters Score -3571958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -3571966.750000 Penalty: 3444.157959
	Iteration 24Q: 3 clusters Score -3571967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3571977.500000 Penalty: 3444.157959
	Iteration 25Q: 3 clusters Score -3571978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39655 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -3571995.000000 Penalty: 3444.157959
	Iteration 26Q: 3 clusters Score -3571995 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3572007.250000 Penalty: 3444.157959
	Iteration 27Q: 3 clusters Score -3572007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3572017.500000 Penalty: 3444.157959
	Iteration 28Q: 3 clusters Score -3572018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3572023.250000 Penalty: 3444.157959
	Iteration 29Q: 3 clusters Score -3572023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3572033.250000 Penalty: 3444.157959
	Iteration 30Q: 3 clusters Score -3572033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39678 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3572035.250000 Penalty: 3444.157959
	Iteration 31Q: 3 clusters Score -3572035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3572041.500000 Penalty: 3444.157959
	Iteration 32Q: 3 clusters Score -3572042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3572043.000000 Penalty: 3444.157959
	Iteration 33Q: 3 clusters Score -3572043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39679 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3572043.000000 Penalty: 3444.157959
	Iteration 34F: 3 clusters Score -3572043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Entering Unmasked Estep 
Score: -1053831.625000 Penalty: 1524.208618
	Iteration 0F: 2 clusters Score -1053832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1045505.500000 Penalty: 3048.417236
	Iteration 0F: 3 clusters Score -1045506 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1048304.437500 Penalty: 3048.417236
	Iteration 1F: 3 clusters Score -1048304 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1048828.500000 Penalty: 3048.417236
	Iteration 2F: 3 clusters Score -1048828 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1049635.875000 Penalty: 3048.417236
	Iteration 3F: 3 clusters Score -1049636 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1050589.750000 Penalty: 3048.417236
	Iteration 4F: 3 clusters Score -1050590 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1051468.625000 Penalty: 3048.417236
	Iteration 5F: 3 clusters Score -1051469 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1052091.875000 Penalty: 3048.417236
	Iteration 6F: 3 clusters Score -1052092 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1052401.500000 Penalty: 3048.417236
	Iteration 7Q: 3 clusters Score -1052402 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1052574.500000 Penalty: 3048.417236
	Iteration 8Q: 3 clusters Score -1052574 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1052661.375000 Penalty: 3048.417236
	Iteration 9Q: 3 clusters Score -1052661 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1052721.125000 Penalty: 3048.417236
	Iteration 10Q: 3 clusters Score -1052721 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1052760.125000 Penalty: 3048.417236
	Iteration 11Q: 3 clusters Score -1052760 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1052786.000000 Penalty: 3048.417236
	Iteration 12Q: 3 clusters Score -1052786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1052810.000000 Penalty: 3048.417236
	Iteration 13Q: 3 clusters Score -1052810 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1052822.625000 Penalty: 3048.417236
	Iteration 14Q: 3 clusters Score -1052823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1052830.500000 Penalty: 3048.417236
	Iteration 15Q: 3 clusters Score -1052830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1052841.750000 Penalty: 3048.417236
	Iteration 16Q: 3 clusters Score -1052842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1052846.250000 Penalty: 3048.417236
	Iteration 17Q: 3 clusters Score -1052846 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1052857.000000 Penalty: 3048.417236
	Iteration 18Q: 3 clusters Score -1052857 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1052860.250000 Penalty: 3048.417236
	Iteration 19Q: 3 clusters Score -1052860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1052867.875000 Penalty: 3048.417236
	Iteration 20F: 3 clusters Score -1052868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1052874.000000 Penalty: 3048.417236
	Iteration 21Q: 3 clusters Score -1052874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1052874.250000 Penalty: 3048.417236
	Iteration 22Q: 3 clusters Score -1052874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1052877.000000 Penalty: 3048.417236
	Iteration 23Q: 3 clusters Score -1052877 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1052880.125000 Penalty: 3048.417236
	Iteration 24Q: 3 clusters Score -1052880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1052881.000000 Penalty: 3048.417236
	Iteration 25Q: 3 clusters Score -1052881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1052882.000000 Penalty: 3048.417236
	Iteration 26Q: 3 clusters Score -1052882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1052881.750000 Penalty: 3048.417236
	Iteration 27Q: 3 clusters Score -1052882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1052885.250000 Penalty: 3048.417236
	Iteration 28Q: 3 clusters Score -1052885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1052884.500000 Penalty: 3048.417236
	Iteration 29Q: 3 clusters Score -1052884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1052889.250000 Penalty: 3048.417236
	Iteration 30Q: 3 clusters Score -1052889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1052885.125000 Penalty: 3048.417236
	Iteration 31Q: 3 clusters Score -1052885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1052885.875000 Penalty: 3048.417236
	Iteration 32Q: 3 clusters Score -1052886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1052886.500000 Penalty: 3048.417236
	Iteration 33Q: 3 clusters Score -1052886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1052886.500000 Penalty: 3048.417236
	Iteration 34F: 3 clusters Score -1052886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Entering Unmasked Estep 
Score: -1025569.437500 Penalty: 1523.548950
	Iteration 0F: 2 clusters Score -1025569 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1017282.062500 Penalty: 3047.097900
	Iteration 0F: 3 clusters Score -1017282 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1020096.125000 Penalty: 3047.097900
	Iteration 1F: 3 clusters Score -1020096 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1020547.687500 Penalty: 3047.097900
	Iteration 2F: 3 clusters Score -1020548 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1021083.187500 Penalty: 3047.097900
	Iteration 3F: 3 clusters Score -1021083 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1021787.750000 Penalty: 3047.097900
	Iteration 4F: 3 clusters Score -1021788 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1022578.125000 Penalty: 3047.097900
	Iteration 5F: 3 clusters Score -1022578 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1023199.500000 Penalty: 3047.097900
	Iteration 6F: 3 clusters Score -1023200 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1023643.875000 Penalty: 3047.097900
	Iteration 7F: 3 clusters Score -1023644 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1023964.250000 Penalty: 3047.097900
	Iteration 8Q: 3 clusters Score -1023964 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1024213.000000 Penalty: 3047.097900
	Iteration 9Q: 3 clusters Score -1024213 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1024418.750000 Penalty: 3047.097900
	Iteration 10Q: 3 clusters Score -1024419 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1024548.000000 Penalty: 3047.097900
	Iteration 11Q: 3 clusters Score -1024548 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1024641.937500 Penalty: 3047.097900
	Iteration 12Q: 3 clusters Score -1024642 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1024706.875000 Penalty: 3047.097900
	Iteration 13Q: 3 clusters Score -1024707 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -1024757.125000 Penalty: 3047.097900
	Iteration 14Q: 3 clusters Score -1024757 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1024795.250000 Penalty: 3047.097900
	Iteration 15Q: 3 clusters Score -1024795 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1024819.062500 Penalty: 3047.097900
	Iteration 16Q: 3 clusters Score -1024819 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1024837.375000 Penalty: 3047.097900
	Iteration 17Q: 3 clusters Score -1024837 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1024854.500000 Penalty: 3047.097900
	Iteration 18Q: 3 clusters Score -1024854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1024861.375000 Penalty: 3047.097900
	Iteration 19Q: 3 clusters Score -1024861 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1024870.812500 Penalty: 3047.097900
	Iteration 20F: 3 clusters Score -1024871 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1024873.500000 Penalty: 3047.097900
	Iteration 21Q: 3 clusters Score -1024874 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1024878.875000 Penalty: 3047.097900
	Iteration 22Q: 3 clusters Score -1024879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1024878.187500 Penalty: 3047.097900
	Iteration 23Q: 3 clusters Score -1024878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1024878.625000 Penalty: 3047.097900
	Iteration 24Q: 3 clusters Score -1024879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1024879.625000 Penalty: 3047.097900
	Iteration 25Q: 3 clusters Score -1024880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1024878.000000 Penalty: 3047.097900
	Iteration 26Q: 3 clusters Score -1024878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1024876.062500 Penalty: 3047.097900
	Iteration 27Q: 3 clusters Score -1024876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1024879.187500 Penalty: 3047.097900
	Iteration 28Q: 3 clusters Score -1024879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1024880.125000 Penalty: 3047.097900
	Iteration 29Q: 3 clusters Score -1024880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1024879.250000 Penalty: 3047.097900
	Iteration 30Q: 3 clusters Score -1024879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1024879.250000 Penalty: 3047.097900
	Iteration 31F: 3 clusters Score -1024879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Entering Unmasked Estep 
Score: -3233432.000000 Penalty: 1708.032349
	Iteration 0F: 2 clusters Score -3233432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -3208796.500000 Penalty: 3416.064697
	Iteration 0F: 3 clusters Score -3208796 nChanged 17039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 19944 members 
Entering Unmasked Estep 
Score: -3219239.250000 Penalty: 3416.064697
	Iteration 1F: 3 clusters Score -3219239 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -3220481.500000 Penalty: 3416.064697
	Iteration 2F: 3 clusters Score -3220482 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -3221993.000000 Penalty: 3416.064697
	Iteration 3F: 3 clusters Score -3221993 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -3223654.000000 Penalty: 3416.064697
	Iteration 4F: 3 clusters Score -3223654 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -3225103.500000 Penalty: 3416.064697
	Iteration 5F: 3 clusters Score -3225104 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3226323.000000 Penalty: 3416.064697
	Iteration 6F: 3 clusters Score -3226323 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 26892 members 
Entering Unmasked Estep 
Score: -3227228.000000 Penalty: 3416.064697
	Iteration 7Q: 3 clusters Score -3227228 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3227940.750000 Penalty: 3416.064697
	Iteration 8Q: 3 clusters Score -3227941 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3228568.750000 Penalty: 3416.064697
	Iteration 9Q: 3 clusters Score -3228569 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -3229171.250000 Penalty: 3416.064697
	Iteration 10Q: 3 clusters Score -3229171 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 29805 members 
Entering Unmasked Estep 
Score: -3229653.000000 Penalty: 3416.064697
	Iteration 11Q: 3 clusters Score -3229653 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3229940.750000 Penalty: 3416.064697
	Iteration 12Q: 3 clusters Score -3229941 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3230122.500000 Penalty: 3416.064697
	Iteration 13Q: 3 clusters Score -3230122 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -3230289.500000 Penalty: 3416.064697
	Iteration 14Q: 3 clusters Score -3230290 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -3230452.500000 Penalty: 3416.064697
	Iteration 15Q: 3 clusters Score -3230452 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 31776 members 
Entering Unmasked Estep 
Score: -3230569.500000 Penalty: 3416.064697
	Iteration 16Q: 3 clusters Score -3230570 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 32088 members 
Entering Unmasked Estep 
Score: -3230688.250000 Penalty: 3416.064697
	Iteration 17Q: 3 clusters Score -3230688 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3230822.500000 Penalty: 3416.064697
	Iteration 18Q: 3 clusters Score -3230822 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 32666 members 
Entering Unmasked Estep 
Score: -3230923.000000 Penalty: 3416.064697
	Iteration 19Q: 3 clusters Score -3230923 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -3231014.000000 Penalty: 3416.064697
	Iteration 20F: 3 clusters Score -3231014 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -3231080.750000 Penalty: 3416.064697
	Iteration 21Q: 3 clusters Score -3231081 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 33332 members 
Entering Unmasked Estep 
Score: -3231134.250000 Penalty: 3416.064697
	Iteration 22Q: 3 clusters Score -3231134 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 33504 members 
Entering Unmasked Estep 
Score: -3231182.500000 Penalty: 3416.064697
	Iteration 23Q: 3 clusters Score -3231182 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -3231236.250000 Penalty: 3416.064697
	Iteration 24Q: 3 clusters Score -3231236 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -3231281.500000 Penalty: 3416.064697
	Iteration 25Q: 3 clusters Score -3231282 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
Score: -3231315.750000 Penalty: 3416.064697
	Iteration 26Q: 3 clusters Score -3231316 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -3231351.250000 Penalty: 3416.064697
	Iteration 27Q: 3 clusters Score -3231351 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
Score: -3231391.500000 Penalty: 3416.064697
	Iteration 28Q: 3 clusters Score -3231392 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 34345 members 
Entering Unmasked Estep 
Score: -3231454.250000 Penalty: 3416.064697
	Iteration 29Q: 3 clusters Score -3231454 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 34466 members 
Entering Unmasked Estep 
Score: -3231500.250000 Penalty: 3416.064697
	Iteration 30Q: 3 clusters Score -3231500 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -3231540.500000 Penalty: 3416.064697
	Iteration 31Q: 3 clusters Score -3231540 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 34687 members 
Entering Unmasked Estep 
Score: -3231578.250000 Penalty: 3416.064697
	Iteration 32Q: 3 clusters Score -3231578 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -3231611.000000 Penalty: 3416.064697
	Iteration 33Q: 3 clusters Score -3231611 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -3231635.500000 Penalty: 3416.064697
	Iteration 34Q: 3 clusters Score -3231636 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 34926 members 
Entering Unmasked Estep 
Score: -3231644.500000 Penalty: 3416.064697
	Iteration 35Q: 3 clusters Score -3231644 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 34998 members 
Entering Unmasked Estep 
Score: -3231680.000000 Penalty: 3416.064697
	Iteration 36Q: 3 clusters Score -3231680 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -3231698.000000 Penalty: 3416.064697
	Iteration 37Q: 3 clusters Score -3231698 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -3231711.250000 Penalty: 3416.064697
	Iteration 38Q: 3 clusters Score -3231711 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -3231721.750000 Penalty: 3416.064697
	Iteration 39Q: 3 clusters Score -3231722 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -3231729.750000 Penalty: 3416.064697
	Iteration 40F: 3 clusters Score -3231730 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 35241 members 
Entering Unmasked Estep 
Score: -3231738.750000 Penalty: 3416.064697
	Iteration 41Q: 3 clusters Score -3231739 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -3231757.000000 Penalty: 3416.064697
	Iteration 42Q: 3 clusters Score -3231757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -3231760.750000 Penalty: 3416.064697
	Iteration 43Q: 3 clusters Score -3231761 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -3231778.500000 Penalty: 3416.064697
	Iteration 44Q: 3 clusters Score -3231778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -3231789.500000 Penalty: 3416.064697
	Iteration 45Q: 3 clusters Score -3231790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -3231798.250000 Penalty: 3416.064697
	Iteration 46Q: 3 clusters Score -3231798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3231818.750000 Penalty: 3416.064697
	Iteration 47Q: 3 clusters Score -3231819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 35538 members 
Entering Unmasked Estep 
Score: -3231830.750000 Penalty: 3416.064697
	Iteration 48Q: 3 clusters Score -3231831 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -3231839.750000 Penalty: 3416.064697
	Iteration 49Q: 3 clusters Score -3231840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -3231839.500000 Penalty: 3416.064697
	Iteration 50Q: 3 clusters Score -3231840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 35623 members 
Entering Unmasked Estep 
Score: -3231848.750000 Penalty: 3416.064697
	Iteration 51Q: 3 clusters Score -3231849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -3231866.250000 Penalty: 3416.064697
	Iteration 52Q: 3 clusters Score -3231866 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -3231879.250000 Penalty: 3416.064697
	Iteration 53Q: 3 clusters Score -3231879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3231900.750000 Penalty: 3416.064697
	Iteration 54Q: 3 clusters Score -3231901 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -3231908.500000 Penalty: 3416.064697
	Iteration 55Q: 3 clusters Score -3231908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3231925.500000 Penalty: 3416.064697
	Iteration 56Q: 3 clusters Score -3231926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -3231936.250000 Penalty: 3416.064697
	Iteration 57Q: 3 clusters Score -3231936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 35855 members 
Entering Unmasked Estep 
Score: -3231942.250000 Penalty: 3416.064697
	Iteration 58Q: 3 clusters Score -3231942 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35877 members 
Entering Unmasked Estep 
Score: -3231945.250000 Penalty: 3416.064697
	Iteration 59Q: 3 clusters Score -3231945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3231955.500000 Penalty: 3416.064697
	Iteration 60F: 3 clusters Score -3231956 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -3231967.750000 Penalty: 3416.064697
	Iteration 61Q: 3 clusters Score -3231968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3231968.750000 Penalty: 3416.064697
	Iteration 62Q: 3 clusters Score -3231969 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 35947 members 
Entering Unmasked Estep 
Score: -3231983.500000 Penalty: 3416.064697
	Iteration 63Q: 3 clusters Score -3231984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3231986.250000 Penalty: 3416.064697
	Iteration 64Q: 3 clusters Score -3231986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -3232000.000000 Penalty: 3416.064697
	Iteration 65Q: 3 clusters Score -3232000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3232002.000000 Penalty: 3416.064697
	Iteration 66Q: 3 clusters Score -3232002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -3232007.500000 Penalty: 3416.064697
	Iteration 67Q: 3 clusters Score -3232008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -3232014.750000 Penalty: 3416.064697
	Iteration 68Q: 3 clusters Score -3232015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36035 members 
Entering Unmasked Estep 
Score: -3232023.000000 Penalty: 3416.064697
	Iteration 69Q: 3 clusters Score -3232023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -3232030.250000 Penalty: 3416.064697
	Iteration 70Q: 3 clusters Score -3232030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -3232033.250000 Penalty: 3416.064697
	Iteration 71Q: 3 clusters Score -3232033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3232033.500000 Penalty: 3416.064697
	Iteration 72Q: 3 clusters Score -3232034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -3232035.000000 Penalty: 3416.064697
	Iteration 73Q: 3 clusters Score -3232035 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -3232040.000000 Penalty: 3416.064697
	Iteration 74Q: 3 clusters Score -3232040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -3232040.250000 Penalty: 3416.064697
	Iteration 75Q: 3 clusters Score -3232040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36087 members 
Entering Unmasked Estep 
Score: -3232042.500000 Penalty: 3416.064697
	Iteration 76Q: 3 clusters Score -3232042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 36090 members 
Entering Unmasked Estep 
Score: -3232044.500000 Penalty: 3416.064697
	Iteration 77Q: 3 clusters Score -3232044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3232047.500000 Penalty: 3416.064697
	Iteration 78Q: 3 clusters Score -3232048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3232051.750000 Penalty: 3416.064697
	Iteration 79Q: 3 clusters Score -3232052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3232053.500000 Penalty: 3416.064697
	Iteration 80F: 3 clusters Score -3232054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -3232051.000000 Penalty: 3416.064697
	Iteration 81Q: 3 clusters Score -3232051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -3232051.000000 Penalty: 3416.064697
	Iteration 82F: 3 clusters Score -3232051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Entering Unmasked Estep 
Score: -1651543.375000 Penalty: 1598.768555
	Iteration 0F: 2 clusters Score -1651543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1638778.500000 Penalty: 3197.537109
	Iteration 0F: 3 clusters Score -1638778 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1643476.625000 Penalty: 3197.537109
	Iteration 1F: 3 clusters Score -1643477 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1644013.500000 Penalty: 3197.537109
	Iteration 2F: 3 clusters Score -1644014 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1644645.250000 Penalty: 3197.537109
	Iteration 3F: 3 clusters Score -1644645 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1645273.875000 Penalty: 3197.537109
	Iteration 4F: 3 clusters Score -1645274 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1645860.375000 Penalty: 3197.537109
	Iteration 5F: 3 clusters Score -1645860 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -1646415.625000 Penalty: 3197.537109
	Iteration 6F: 3 clusters Score -1646416 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1646927.375000 Penalty: 3197.537109
	Iteration 7F: 3 clusters Score -1646927 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -1647414.500000 Penalty: 3197.537109
	Iteration 8Q: 3 clusters Score -1647414 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1647847.125000 Penalty: 3197.537109
	Iteration 9Q: 3 clusters Score -1647847 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -1648207.625000 Penalty: 3197.537109
	Iteration 10Q: 3 clusters Score -1648208 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 12310 members 
Entering Unmasked Estep 
Score: -1648478.875000 Penalty: 3197.537109
	Iteration 11Q: 3 clusters Score -1648479 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1648681.500000 Penalty: 3197.537109
	Iteration 12Q: 3 clusters Score -1648682 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1648850.750000 Penalty: 3197.537109
	Iteration 13Q: 3 clusters Score -1648851 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1648982.875000 Penalty: 3197.537109
	Iteration 14Q: 3 clusters Score -1648983 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1649089.875000 Penalty: 3197.537109
	Iteration 15Q: 3 clusters Score -1649090 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -1649200.375000 Penalty: 3197.537109
	Iteration 16Q: 3 clusters Score -1649200 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1649324.500000 Penalty: 3197.537109
	Iteration 17Q: 3 clusters Score -1649324 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1649422.250000 Penalty: 3197.537109
	Iteration 18Q: 3 clusters Score -1649422 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1649510.125000 Penalty: 3197.537109
	Iteration 19Q: 3 clusters Score -1649510 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -1649579.625000 Penalty: 3197.537109
	Iteration 20F: 3 clusters Score -1649580 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -1649657.250000 Penalty: 3197.537109
	Iteration 21Q: 3 clusters Score -1649657 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1649742.000000 Penalty: 3197.537109
	Iteration 22Q: 3 clusters Score -1649742 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -1649823.500000 Penalty: 3197.537109
	Iteration 23Q: 3 clusters Score -1649824 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -1649919.250000 Penalty: 3197.537109
	Iteration 24Q: 3 clusters Score -1649919 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -1650020.625000 Penalty: 3197.537109
	Iteration 25Q: 3 clusters Score -1650021 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1650126.125000 Penalty: 3197.537109
	Iteration 26Q: 3 clusters Score -1650126 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -1650225.500000 Penalty: 3197.537109
	Iteration 27Q: 3 clusters Score -1650226 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -1650318.000000 Penalty: 3197.537109
	Iteration 28Q: 3 clusters Score -1650318 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -1650406.625000 Penalty: 3197.537109
	Iteration 29Q: 3 clusters Score -1650407 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -1650465.250000 Penalty: 3197.537109
	Iteration 30Q: 3 clusters Score -1650465 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1650527.000000 Penalty: 3197.537109
	Iteration 31Q: 3 clusters Score -1650527 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -1650583.625000 Penalty: 3197.537109
	Iteration 32Q: 3 clusters Score -1650584 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -1650629.625000 Penalty: 3197.537109
	Iteration 33Q: 3 clusters Score -1650630 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -1650661.625000 Penalty: 3197.537109
	Iteration 34Q: 3 clusters Score -1650662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1650699.375000 Penalty: 3197.537109
	Iteration 35Q: 3 clusters Score -1650699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1650723.500000 Penalty: 3197.537109
	Iteration 36Q: 3 clusters Score -1650724 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -1650752.000000 Penalty: 3197.537109
	Iteration 37Q: 3 clusters Score -1650752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -1650779.375000 Penalty: 3197.537109
	Iteration 38Q: 3 clusters Score -1650779 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -1650807.000000 Penalty: 3197.537109
	Iteration 39Q: 3 clusters Score -1650807 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -1650830.875000 Penalty: 3197.537109
	Iteration 40F: 3 clusters Score -1650831 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -1650853.125000 Penalty: 3197.537109
	Iteration 41Q: 3 clusters Score -1650853 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -1650872.875000 Penalty: 3197.537109
	Iteration 42Q: 3 clusters Score -1650873 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -1650894.750000 Penalty: 3197.537109
	Iteration 43Q: 3 clusters Score -1650895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -1650923.500000 Penalty: 3197.537109
	Iteration 44Q: 3 clusters Score -1650924 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1650961.750000 Penalty: 3197.537109
	Iteration 45Q: 3 clusters Score -1650962 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -1650998.000000 Penalty: 3197.537109
	Iteration 46Q: 3 clusters Score -1650998 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1651015.500000 Penalty: 3197.537109
	Iteration 47Q: 3 clusters Score -1651016 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -1651035.250000 Penalty: 3197.537109
	Iteration 48Q: 3 clusters Score -1651035 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -1651046.625000 Penalty: 3197.537109
	Iteration 49Q: 3 clusters Score -1651047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -1651055.250000 Penalty: 3197.537109
	Iteration 50Q: 3 clusters Score -1651055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -1651062.250000 Penalty: 3197.537109
	Iteration 51Q: 3 clusters Score -1651062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -1651070.125000 Penalty: 3197.537109
	Iteration 52Q: 3 clusters Score -1651070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1651084.875000 Penalty: 3197.537109
	Iteration 53Q: 3 clusters Score -1651085 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -1651093.875000 Penalty: 3197.537109
	Iteration 54Q: 3 clusters Score -1651094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -1651095.375000 Penalty: 3197.537109
	Iteration 55Q: 3 clusters Score -1651095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -1651103.500000 Penalty: 3197.537109
	Iteration 56Q: 3 clusters Score -1651104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -1651109.500000 Penalty: 3197.537109
	Iteration 57Q: 3 clusters Score -1651110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -1651111.250000 Penalty: 3197.537109
	Iteration 58Q: 3 clusters Score -1651111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1651112.250000 Penalty: 3197.537109
	Iteration 59Q: 3 clusters Score -1651112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -1651115.375000 Penalty: 3197.537109
	Iteration 60F: 3 clusters Score -1651115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -1651119.750000 Penalty: 3197.537109
	Iteration 61Q: 3 clusters Score -1651120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1651121.625000 Penalty: 3197.537109
	Iteration 62Q: 3 clusters Score -1651122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1651124.000000 Penalty: 3197.537109
	Iteration 63Q: 3 clusters Score -1651124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -1651125.000000 Penalty: 3197.537109
	Iteration 64Q: 3 clusters Score -1651125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -1651125.875000 Penalty: 3197.537109
	Iteration 65Q: 3 clusters Score -1651126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -1651127.750000 Penalty: 3197.537109
	Iteration 66Q: 3 clusters Score -1651128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1651130.750000 Penalty: 3197.537109
	Iteration 67Q: 3 clusters Score -1651131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -1651132.000000 Penalty: 3197.537109
	Iteration 68Q: 3 clusters Score -1651132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -1651133.375000 Penalty: 3197.537109
	Iteration 69Q: 3 clusters Score -1651133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1651132.375000 Penalty: 3197.537109
	Iteration 70Q: 3 clusters Score -1651132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1651132.375000 Penalty: 3197.537109
	Iteration 71F: 3 clusters Score -1651132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Entering Unmasked Estep 
Score: -3226114.000000 Penalty: 1706.439941
	Iteration 0F: 2 clusters Score -3226114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3201581.250000 Penalty: 3412.879883
	Iteration 0F: 3 clusters Score -3201581 nChanged 16847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -3211033.250000 Penalty: 3412.879883
	Iteration 1F: 3 clusters Score -3211033 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3211397.750000 Penalty: 3412.879883
	Iteration 2Q: 3 clusters Score -3211398 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -3211716.500000 Penalty: 3412.879883
	Iteration 3Q: 3 clusters Score -3211716 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3212050.000000 Penalty: 3412.879883
	Iteration 4Q: 3 clusters Score -3212050 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -3212352.750000 Penalty: 3412.879883
	Iteration 5Q: 3 clusters Score -3212353 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -3212735.000000 Penalty: 3412.879883
	Iteration 6Q: 3 clusters Score -3212735 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3213117.750000 Penalty: 3412.879883
	Iteration 7Q: 3 clusters Score -3213118 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3213574.250000 Penalty: 3412.879883
	Iteration 8Q: 3 clusters Score -3213574 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -3214067.000000 Penalty: 3412.879883
	Iteration 9Q: 3 clusters Score -3214067 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16377 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -3214647.500000 Penalty: 3412.879883
	Iteration 10Q: 3 clusters Score -3214648 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -3215363.500000 Penalty: 3412.879883
	Iteration 11Q: 3 clusters Score -3215364 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -3216280.250000 Penalty: 3412.879883
	Iteration 12Q: 3 clusters Score -3216280 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3217342.250000 Penalty: 3412.879883
	Iteration 13Q: 3 clusters Score -3217342 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 21891 members 
Entering Unmasked Estep 
Score: -3218232.000000 Penalty: 3412.879883
	Iteration 14Q: 3 clusters Score -3218232 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -3218705.250000 Penalty: 3412.879883
	Iteration 15Q: 3 clusters Score -3218705 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3218930.500000 Penalty: 3412.879883
	Iteration 16Q: 3 clusters Score -3218930 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3219069.250000 Penalty: 3412.879883
	Iteration 17Q: 3 clusters Score -3219069 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -3219162.500000 Penalty: 3412.879883
	Iteration 18Q: 3 clusters Score -3219162 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -3219289.000000 Penalty: 3412.879883
	Iteration 19Q: 3 clusters Score -3219289 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -3219407.500000 Penalty: 3412.879883
	Iteration 20F: 3 clusters Score -3219408 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3219555.750000 Penalty: 3412.879883
	Iteration 21Q: 3 clusters Score -3219556 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -3219734.750000 Penalty: 3412.879883
	Iteration 22Q: 3 clusters Score -3219735 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 26335 members 
Entering Unmasked Estep 
Score: -3219918.000000 Penalty: 3412.879883
	Iteration 23Q: 3 clusters Score -3219918 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 26913 members 
Entering Unmasked Estep 
Score: -3220091.750000 Penalty: 3412.879883
	Iteration 24Q: 3 clusters Score -3220092 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -3220268.750000 Penalty: 3412.879883
	Iteration 25Q: 3 clusters Score -3220269 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 28070 members 
Entering Unmasked Estep 
Score: -3220471.500000 Penalty: 3412.879883
	Iteration 26Q: 3 clusters Score -3220472 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 28664 members 
Entering Unmasked Estep 
Score: -3220691.000000 Penalty: 3412.879883
	Iteration 27Q: 3 clusters Score -3220691 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 29283 members 
Entering Unmasked Estep 
Score: -3220915.250000 Penalty: 3412.879883
	Iteration 28Q: 3 clusters Score -3220915 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -3221187.000000 Penalty: 3412.879883
	Iteration 29Q: 3 clusters Score -3221187 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3221481.250000 Penalty: 3412.879883
	Iteration 30Q: 3 clusters Score -3221481 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -3221753.000000 Penalty: 3412.879883
	Iteration 31Q: 3 clusters Score -3221753 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -3222046.250000 Penalty: 3412.879883
	Iteration 32Q: 3 clusters Score -3222046 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3222326.250000 Penalty: 3412.879883
	Iteration 33Q: 3 clusters Score -3222326 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3222596.500000 Penalty: 3412.879883
	Iteration 34Q: 3 clusters Score -3222596 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -3222920.250000 Penalty: 3412.879883
	Iteration 35Q: 3 clusters Score -3222920 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 33938 members 
Entering Unmasked Estep 
Score: -3223245.500000 Penalty: 3412.879883
	Iteration 36Q: 3 clusters Score -3223246 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -3223503.000000 Penalty: 3412.879883
	Iteration 37Q: 3 clusters Score -3223503 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 34719 members 
Entering Unmasked Estep 
Score: -3223744.750000 Penalty: 3412.879883
	Iteration 38Q: 3 clusters Score -3223745 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -3223962.000000 Penalty: 3412.879883
	Iteration 39Q: 3 clusters Score -3223962 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -3224165.000000 Penalty: 3412.879883
	Iteration 40F: 3 clusters Score -3224165 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -3224302.750000 Penalty: 3412.879883
	Iteration 41Q: 3 clusters Score -3224303 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -3224415.750000 Penalty: 3412.879883
	Iteration 42Q: 3 clusters Score -3224416 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -3224481.250000 Penalty: 3412.879883
	Iteration 43Q: 3 clusters Score -3224481 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -3224526.250000 Penalty: 3412.879883
	Iteration 44Q: 3 clusters Score -3224526 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3224572.750000 Penalty: 3412.879883
	Iteration 45Q: 3 clusters Score -3224573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3224600.500000 Penalty: 3412.879883
	Iteration 46Q: 3 clusters Score -3224600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -3224622.750000 Penalty: 3412.879883
	Iteration 47Q: 3 clusters Score -3224623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3224630.750000 Penalty: 3412.879883
	Iteration 48Q: 3 clusters Score -3224631 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3224643.500000 Penalty: 3412.879883
	Iteration 49Q: 3 clusters Score -3224644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 36064 members 
Entering Unmasked Estep 
Score: -3224654.250000 Penalty: 3412.879883
	Iteration 50Q: 3 clusters Score -3224654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -3224664.500000 Penalty: 3412.879883
	Iteration 51Q: 3 clusters Score -3224664 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 36083 members 
Entering Unmasked Estep 
Score: -3224670.750000 Penalty: 3412.879883
	Iteration 52Q: 3 clusters Score -3224671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3224675.000000 Penalty: 3412.879883
	Iteration 53Q: 3 clusters Score -3224675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -3224676.750000 Penalty: 3412.879883
	Iteration 54Q: 3 clusters Score -3224677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3224683.000000 Penalty: 3412.879883
	Iteration 55Q: 3 clusters Score -3224683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3224697.000000 Penalty: 3412.879883
	Iteration 56Q: 3 clusters Score -3224697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3224695.250000 Penalty: 3412.879883
	Iteration 57Q: 3 clusters Score -3224695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3224697.750000 Penalty: 3412.879883
	Iteration 58Q: 3 clusters Score -3224698 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3224697.750000 Penalty: 3412.879883
	Iteration 59F: 3 clusters Score -3224698 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Entering Unmasked Estep 
Score: -576746.125000 Penalty: 1430.483276
	Iteration 0F: 2 clusters Score -576746.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -571706.125000 Penalty: 2860.966553
	Iteration 0F: 3 clusters Score -571706.1 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -573369.000000 Penalty: 2860.966553
	Iteration 1F: 3 clusters Score -573369 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -573851.125000 Penalty: 2860.966553
	Iteration 2F: 3 clusters Score -573851.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -574280.750000 Penalty: 2860.966553
	Iteration 3F: 3 clusters Score -574280.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -574674.437500 Penalty: 2860.966553
	Iteration 4F: 3 clusters Score -574674.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -575007.312500 Penalty: 2860.966553
	Iteration 5F: 3 clusters Score -575007.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -575225.500000 Penalty: 2860.966553
	Iteration 6F: 3 clusters Score -575225.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -575421.125000 Penalty: 2860.966553
	Iteration 7Q: 3 clusters Score -575421.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -575576.875000 Penalty: 2860.966553
	Iteration 8Q: 3 clusters Score -575576.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -575708.875000 Penalty: 2860.966553
	Iteration 9Q: 3 clusters Score -575708.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -575836.125000 Penalty: 2860.966553
	Iteration 10Q: 3 clusters Score -575836.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -575950.062500 Penalty: 2860.966553
	Iteration 11Q: 3 clusters Score -575950.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -576046.812500 Penalty: 2860.966553
	Iteration 12Q: 3 clusters Score -576046.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -576142.500000 Penalty: 2860.966553
	Iteration 13Q: 3 clusters Score -576142.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -576261.187500 Penalty: 2860.966553
	Iteration 14Q: 3 clusters Score -576261.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -576364.500000 Penalty: 2860.966553
	Iteration 15Q: 3 clusters Score -576364.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -576422.437500 Penalty: 2860.966553
	Iteration 16Q: 3 clusters Score -576422.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -576455.875000 Penalty: 2860.966553
	Iteration 17Q: 3 clusters Score -576455.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -576473.312500 Penalty: 2860.966553
	Iteration 18Q: 3 clusters Score -576473.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -576486.375000 Penalty: 2860.966553
	Iteration 19Q: 3 clusters Score -576486.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -576495.812500 Penalty: 2860.966553
	Iteration 20F: 3 clusters Score -576495.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -576505.750000 Penalty: 2860.966553
	Iteration 21Q: 3 clusters Score -576505.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -576517.187500 Penalty: 2860.966553
	Iteration 22Q: 3 clusters Score -576517.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -576528.125000 Penalty: 2860.966553
	Iteration 23Q: 3 clusters Score -576528.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -576544.937500 Penalty: 2860.966553
	Iteration 24Q: 3 clusters Score -576544.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -576551.875000 Penalty: 2860.966553
	Iteration 25Q: 3 clusters Score -576551.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -576557.187500 Penalty: 2860.966553
	Iteration 26Q: 3 clusters Score -576557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -576558.000000 Penalty: 2860.966553
	Iteration 27Q: 3 clusters Score -576558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -576560.562500 Penalty: 2860.966553
	Iteration 28Q: 3 clusters Score -576560.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -576568.625000 Penalty: 2860.966553
	Iteration 29Q: 3 clusters Score -576568.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -576574.062500 Penalty: 2860.966553
	Iteration 30Q: 3 clusters Score -576574.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -576581.000000 Penalty: 2860.966553
	Iteration 31Q: 3 clusters Score -576581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -576585.187500 Penalty: 2860.966553
	Iteration 32Q: 3 clusters Score -576585.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -576585.937500 Penalty: 2860.966553
	Iteration 33Q: 3 clusters Score -576585.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -576585.937500 Penalty: 2860.966553
	Iteration 34Q: 3 clusters Score -576585.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -576585.937500 Penalty: 2860.966553
	Iteration 35F: 3 clusters Score -576585.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Entering Unmasked Estep 
Score: -727961.812500 Penalty: 1468.444580
	Iteration 0F: 2 clusters Score -727961.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -721803.500000 Penalty: 2936.889160
	Iteration 0F: 3 clusters Score -721803.5 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -723651.250000 Penalty: 2936.889160
	Iteration 1F: 3 clusters Score -723651.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -723877.500000 Penalty: 2936.889160
	Iteration 2F: 3 clusters Score -723877.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -724046.375000 Penalty: 2936.889160
	Iteration 3F: 3 clusters Score -724046.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -724185.812500 Penalty: 2936.889160
	Iteration 4Q: 3 clusters Score -724185.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -724321.312500 Penalty: 2936.889160
	Iteration 5Q: 3 clusters Score -724321.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -724483.187500 Penalty: 2936.889160
	Iteration 6Q: 3 clusters Score -724483.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -724673.375000 Penalty: 2936.889160
	Iteration 7Q: 3 clusters Score -724673.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -724913.812500 Penalty: 2936.889160
	Iteration 8Q: 3 clusters Score -724913.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -725200.375000 Penalty: 2936.889160
	Iteration 9Q: 3 clusters Score -725200.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -725532.875000 Penalty: 2936.889160
	Iteration 10Q: 3 clusters Score -725532.9 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -725854.062500 Penalty: 2936.889160
	Iteration 11Q: 3 clusters Score -725854.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -726210.500000 Penalty: 2936.889160
	Iteration 12Q: 3 clusters Score -726210.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -726513.375000 Penalty: 2936.889160
	Iteration 13Q: 3 clusters Score -726513.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -726692.687500 Penalty: 2936.889160
	Iteration 14Q: 3 clusters Score -726692.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -726764.562500 Penalty: 2936.889160
	Iteration 15Q: 3 clusters Score -726764.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -726796.625000 Penalty: 2936.889160
	Iteration 16Q: 3 clusters Score -726796.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -726819.437500 Penalty: 2936.889160
	Iteration 17Q: 3 clusters Score -726819.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -726839.812500 Penalty: 2936.889160
	Iteration 18Q: 3 clusters Score -726839.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -726880.625000 Penalty: 2936.889160
	Iteration 19Q: 3 clusters Score -726880.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -726931.625000 Penalty: 2936.889160
	Iteration 20F: 3 clusters Score -726931.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -726991.875000 Penalty: 2936.889160
	Iteration 21Q: 3 clusters Score -726991.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -727065.062500 Penalty: 2936.889160
	Iteration 22Q: 3 clusters Score -727065.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -727130.000000 Penalty: 2936.889160
	Iteration 23Q: 3 clusters Score -727130 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -727196.875000 Penalty: 2936.889160
	Iteration 24Q: 3 clusters Score -727196.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -727237.375000 Penalty: 2936.889160
	Iteration 25Q: 3 clusters Score -727237.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -727268.812500 Penalty: 2936.889160
	Iteration 26Q: 3 clusters Score -727268.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -727288.875000 Penalty: 2936.889160
	Iteration 27Q: 3 clusters Score -727288.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -727318.687500 Penalty: 2936.889160
	Iteration 28Q: 3 clusters Score -727318.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -727342.437500 Penalty: 2936.889160
	Iteration 29Q: 3 clusters Score -727342.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -727356.687500 Penalty: 2936.889160
	Iteration 30Q: 3 clusters Score -727356.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -727362.187500 Penalty: 2936.889160
	Iteration 31Q: 3 clusters Score -727362.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -727363.750000 Penalty: 2936.889160
	Iteration 32Q: 3 clusters Score -727363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -727371.500000 Penalty: 2936.889160
	Iteration 33Q: 3 clusters Score -727371.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -727374.625000 Penalty: 2936.889160
	Iteration 34Q: 3 clusters Score -727374.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -727376.750000 Penalty: 2936.889160
	Iteration 35Q: 3 clusters Score -727376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -727377.875000 Penalty: 2936.889160
	Iteration 36Q: 3 clusters Score -727377.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -727379.687500 Penalty: 2936.889160
	Iteration 37Q: 3 clusters Score -727379.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -727382.375000 Penalty: 2936.889160
	Iteration 38Q: 3 clusters Score -727382.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -727382.250000 Penalty: 2936.889160
	Iteration 39Q: 3 clusters Score -727382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -727381.000000 Penalty: 2936.889160
	Iteration 40F: 3 clusters Score -727381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -727383.000000 Penalty: 2936.889160
	Iteration 41Q: 3 clusters Score -727383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -727382.812500 Penalty: 2936.889160
	Iteration 42Q: 3 clusters Score -727382.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -727382.812500 Penalty: 2936.889160
	Iteration 43F: 3 clusters Score -727382.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Entering Unmasked Estep 
Score: -4054194.000000 Penalty: 1745.235718
	Iteration 0F: 2 clusters Score -4054194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -4023395.500000 Penalty: 3490.471436
	Iteration 0F: 3 clusters Score -4023396 nChanged 21632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -4035850.750000 Penalty: 3490.471436
	Iteration 1F: 3 clusters Score -4035851 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4036512.250000 Penalty: 3490.471436
	Iteration 2Q: 3 clusters Score -4036512 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4037234.000000 Penalty: 3490.471436
	Iteration 3Q: 3 clusters Score -4037234 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4038056.250000 Penalty: 3490.471436
	Iteration 4Q: 3 clusters Score -4038056 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25192 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -4039030.250000 Penalty: 3490.471436
	Iteration 5F: 3 clusters Score -4039030 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4040088.750000 Penalty: 3490.471436
	Iteration 6F: 3 clusters Score -4040089 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28303 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4041133.500000 Penalty: 3490.471436
	Iteration 7F: 3 clusters Score -4041134 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -4042252.250000 Penalty: 3490.471436
	Iteration 8Q: 3 clusters Score -4042252 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -4043578.250000 Penalty: 3490.471436
	Iteration 9F: 3 clusters Score -4043578 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34792 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -4045196.000000 Penalty: 3490.471436
	Iteration 10F: 3 clusters Score -4045196 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -4046987.500000 Penalty: 3490.471436
	Iteration 11F: 3 clusters Score -4046988 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -4048799.750000 Penalty: 3490.471436
	Iteration 12Q: 3 clusters Score -4048800 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41287 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -4050180.000000 Penalty: 3490.471436
	Iteration 13Q: 3 clusters Score -4050180 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42510 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -4051138.750000 Penalty: 3490.471436
	Iteration 14Q: 3 clusters Score -4051139 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -4051805.250000 Penalty: 3490.471436
	Iteration 15Q: 3 clusters Score -4051805 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -4052200.000000 Penalty: 3490.471436
	Iteration 16Q: 3 clusters Score -4052200 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4052469.750000 Penalty: 3490.471436
	Iteration 17Q: 3 clusters Score -4052470 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -4052621.000000 Penalty: 3490.471436
	Iteration 18Q: 3 clusters Score -4052621 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4052741.750000 Penalty: 3490.471436
	Iteration 19Q: 3 clusters Score -4052742 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4052792.750000 Penalty: 3490.471436
	Iteration 20F: 3 clusters Score -4052793 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44902 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4052844.250000 Penalty: 3490.471436
	Iteration 21Q: 3 clusters Score -4052844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -4052868.250000 Penalty: 3490.471436
	Iteration 22Q: 3 clusters Score -4052868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4052878.500000 Penalty: 3490.471436
	Iteration 23Q: 3 clusters Score -4052878 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45049 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -4052902.500000 Penalty: 3490.471436
	Iteration 24Q: 3 clusters Score -4052902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45091 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4052930.500000 Penalty: 3490.471436
	Iteration 25Q: 3 clusters Score -4052930 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4052937.000000 Penalty: 3490.471436
	Iteration 26Q: 3 clusters Score -4052937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4052942.750000 Penalty: 3490.471436
	Iteration 27Q: 3 clusters Score -4052943 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4052963.000000 Penalty: 3490.471436
	Iteration 28Q: 3 clusters Score -4052963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45191 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4052977.250000 Penalty: 3490.471436
	Iteration 29Q: 3 clusters Score -4052977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -4052987.750000 Penalty: 3490.471436
	Iteration 30Q: 3 clusters Score -4052988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45238 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -4052992.750000 Penalty: 3490.471436
	Iteration 31Q: 3 clusters Score -4052993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45254 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -4052998.250000 Penalty: 3490.471436
	Iteration 32Q: 3 clusters Score -4052998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45268 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4053000.250000 Penalty: 3490.471436
	Iteration 33Q: 3 clusters Score -4053000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -4053013.000000 Penalty: 3490.471436
	Iteration 34Q: 3 clusters Score -4053013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -4053016.250000 Penalty: 3490.471436
	Iteration 35Q: 3 clusters Score -4053016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4053020.000000 Penalty: 3490.471436
	Iteration 36Q: 3 clusters Score -4053020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4053020.500000 Penalty: 3490.471436
	Iteration 37Q: 3 clusters Score -4053020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -4053022.500000 Penalty: 3490.471436
	Iteration 38Q: 3 clusters Score -4053022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45314 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4053017.000000 Penalty: 3490.471436
	Iteration 39Q: 3 clusters Score -4053017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4053017.250000 Penalty: 3490.471436
	Iteration 40F: 3 clusters Score -4053017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -4053017.000000 Penalty: 3490.471436
	Iteration 41Q: 3 clusters Score -4053017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4053019.750000 Penalty: 3490.471436
	Iteration 42Q: 3 clusters Score -4053020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4053019.750000 Penalty: 3490.471436
	Iteration 43F: 3 clusters Score -4053020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -349428.125000 Penalty: 1363.529297
	Iteration 0F: 2 clusters Score -349428.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -345841.937500 Penalty: 2727.058594
	Iteration 0F: 3 clusters Score -345841.9 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -346879.562500 Penalty: 2727.058594
	Iteration 1F: 3 clusters Score -346879.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -347119.343750 Penalty: 2727.058594
	Iteration 2F: 3 clusters Score -347119.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -347312.187500 Penalty: 2727.058594
	Iteration 3F: 3 clusters Score -347312.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -347510.781250 Penalty: 2727.058594
	Iteration 4F: 3 clusters Score -347510.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -347678.812500 Penalty: 2727.058594
	Iteration 5Q: 3 clusters Score -347678.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -347816.281250 Penalty: 2727.058594
	Iteration 6Q: 3 clusters Score -347816.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -347925.468750 Penalty: 2727.058594
	Iteration 7Q: 3 clusters Score -347925.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -347998.437500 Penalty: 2727.058594
	Iteration 8Q: 3 clusters Score -347998.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -348055.468750 Penalty: 2727.058594
	Iteration 9Q: 3 clusters Score -348055.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -348099.718750 Penalty: 2727.058594
	Iteration 10Q: 3 clusters Score -348099.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -348154.000000 Penalty: 2727.058594
	Iteration 11Q: 3 clusters Score -348154 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -348208.500000 Penalty: 2727.058594
	Iteration 12Q: 3 clusters Score -348208.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -348264.187500 Penalty: 2727.058594
	Iteration 13Q: 3 clusters Score -348264.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -348311.312500 Penalty: 2727.058594
	Iteration 14Q: 3 clusters Score -348311.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -348348.468750 Penalty: 2727.058594
	Iteration 15Q: 3 clusters Score -348348.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -348373.406250 Penalty: 2727.058594
	Iteration 16Q: 3 clusters Score -348373.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -348397.187500 Penalty: 2727.058594
	Iteration 17Q: 3 clusters Score -348397.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -348424.875000 Penalty: 2727.058594
	Iteration 18Q: 3 clusters Score -348424.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -348454.031250 Penalty: 2727.058594
	Iteration 19Q: 3 clusters Score -348454 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -348509.406250 Penalty: 2727.058594
	Iteration 20F: 3 clusters Score -348509.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -348589.000000 Penalty: 2727.058594
	Iteration 21Q: 3 clusters Score -348589 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -348631.187500 Penalty: 2727.058594
	Iteration 22Q: 3 clusters Score -348631.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -348650.156250 Penalty: 2727.058594
	Iteration 23Q: 3 clusters Score -348650.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -348661.125000 Penalty: 2727.058594
	Iteration 24Q: 3 clusters Score -348661.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -348668.656250 Penalty: 2727.058594
	Iteration 25Q: 3 clusters Score -348668.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -348672.718750 Penalty: 2727.058594
	Iteration 26Q: 3 clusters Score -348672.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -348674.843750 Penalty: 2727.058594
	Iteration 27Q: 3 clusters Score -348674.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -348675.156250 Penalty: 2727.058594
	Iteration 28Q: 3 clusters Score -348675.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -348675.687500 Penalty: 2727.058594
	Iteration 29Q: 3 clusters Score -348675.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -348675.562500 Penalty: 2727.058594
	Iteration 30Q: 3 clusters Score -348675.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -348675.562500 Penalty: 2727.058594
	Iteration 31F: 3 clusters Score -348675.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Entering Unmasked Estep 
Score: -337159.000000 Penalty: 1341.360962
	Iteration 0F: 2 clusters Score -337159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -333945.062500 Penalty: 2682.721924
	Iteration 0F: 3 clusters Score -333945.1 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -334742.843750 Penalty: 2682.721924
	Iteration 1F: 3 clusters Score -334742.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -334924.437500 Penalty: 2682.721924
	Iteration 2F: 3 clusters Score -334924.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -335071.750000 Penalty: 2682.721924
	Iteration 3F: 3 clusters Score -335071.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -335189.500000 Penalty: 2682.721924
	Iteration 4F: 3 clusters Score -335189.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -335294.750000 Penalty: 2682.721924
	Iteration 5Q: 3 clusters Score -335294.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -335392.281250 Penalty: 2682.721924
	Iteration 6Q: 3 clusters Score -335392.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -335461.812500 Penalty: 2682.721924
	Iteration 7Q: 3 clusters Score -335461.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -335536.406250 Penalty: 2682.721924
	Iteration 8Q: 3 clusters Score -335536.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -335604.500000 Penalty: 2682.721924
	Iteration 9Q: 3 clusters Score -335604.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -335653.250000 Penalty: 2682.721924
	Iteration 10Q: 3 clusters Score -335653.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -335682.562500 Penalty: 2682.721924
	Iteration 11Q: 3 clusters Score -335682.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -335701.500000 Penalty: 2682.721924
	Iteration 12Q: 3 clusters Score -335701.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -335715.968750 Penalty: 2682.721924
	Iteration 13Q: 3 clusters Score -335716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -335731.843750 Penalty: 2682.721924
	Iteration 14Q: 3 clusters Score -335731.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -335748.187500 Penalty: 2682.721924
	Iteration 15Q: 3 clusters Score -335748.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -335761.781250 Penalty: 2682.721924
	Iteration 16Q: 3 clusters Score -335761.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -335774.468750 Penalty: 2682.721924
	Iteration 17Q: 3 clusters Score -335774.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -335783.187500 Penalty: 2682.721924
	Iteration 18Q: 3 clusters Score -335783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -335790.312500 Penalty: 2682.721924
	Iteration 19Q: 3 clusters Score -335790.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -335798.718750 Penalty: 2682.721924
	Iteration 20F: 3 clusters Score -335798.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -335810.343750 Penalty: 2682.721924
	Iteration 21Q: 3 clusters Score -335810.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -335821.718750 Penalty: 2682.721924
	Iteration 22Q: 3 clusters Score -335821.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -335829.656250 Penalty: 2682.721924
	Iteration 23Q: 3 clusters Score -335829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -335835.718750 Penalty: 2682.721924
	Iteration 24Q: 3 clusters Score -335835.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -335838.375000 Penalty: 2682.721924
	Iteration 25Q: 3 clusters Score -335838.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -335844.375000 Penalty: 2682.721924
	Iteration 26Q: 3 clusters Score -335844.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -335849.781250 Penalty: 2682.721924
	Iteration 27Q: 3 clusters Score -335849.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -335852.656250 Penalty: 2682.721924
	Iteration 28Q: 3 clusters Score -335852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -335853.812500 Penalty: 2682.721924
	Iteration 29Q: 3 clusters Score -335853.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -335855.750000 Penalty: 2682.721924
	Iteration 30Q: 3 clusters Score -335855.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -335858.437500 Penalty: 2682.721924
	Iteration 31Q: 3 clusters Score -335858.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -335858.843750 Penalty: 2682.721924
	Iteration 32Q: 3 clusters Score -335858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -335860.281250 Penalty: 2682.721924
	Iteration 33Q: 3 clusters Score -335860.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -335861.468750 Penalty: 2682.721924
	Iteration 34Q: 3 clusters Score -335861.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -335863.875000 Penalty: 2682.721924
	Iteration 35Q: 3 clusters Score -335863.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -335864.093750 Penalty: 2682.721924
	Iteration 36Q: 3 clusters Score -335864.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -335865.562500 Penalty: 2682.721924
	Iteration 37Q: 3 clusters Score -335865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -335866.625000 Penalty: 2682.721924
	Iteration 38Q: 3 clusters Score -335866.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -335865.968750 Penalty: 2682.721924
	Iteration 39Q: 3 clusters Score -335866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -335866.218750 Penalty: 2682.721924
	Iteration 40F: 3 clusters Score -335866.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Entering Unmasked Estep 
Score: -235544.703125 Penalty: 1289.241943
	Iteration 0F: 2 clusters Score -235544.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -232982.796875 Penalty: 2578.483887
	Iteration 0F: 3 clusters Score -232982.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -233677.859375 Penalty: 2578.483887
	Iteration 1F: 3 clusters Score -233677.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -233973.937500 Penalty: 2578.483887
	Iteration 2F: 3 clusters Score -233973.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -234310.062500 Penalty: 2578.483887
	Iteration 3F: 3 clusters Score -234310.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -234746.281250 Penalty: 2578.483887
	Iteration 4F: 3 clusters Score -234746.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -235046.593750 Penalty: 2578.483887
	Iteration 5F: 3 clusters Score -235046.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -235224.609375 Penalty: 2578.483887
	Iteration 6Q: 3 clusters Score -235224.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -235323.750000 Penalty: 2578.483887
	Iteration 7Q: 3 clusters Score -235323.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -235374.515625 Penalty: 2578.483887
	Iteration 8Q: 3 clusters Score -235374.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -235402.312500 Penalty: 2578.483887
	Iteration 9Q: 3 clusters Score -235402.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235414.812500 Penalty: 2578.483887
	Iteration 10Q: 3 clusters Score -235414.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235422.000000 Penalty: 2578.483887
	Iteration 11Q: 3 clusters Score -235422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -235424.421875 Penalty: 2578.483887
	Iteration 12Q: 3 clusters Score -235424.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -235425.109375 Penalty: 2578.483887
	Iteration 13Q: 3 clusters Score -235425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -235425.937500 Penalty: 2578.483887
	Iteration 14Q: 3 clusters Score -235425.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -235426.140625 Penalty: 2578.483887
	Iteration 15Q: 3 clusters Score -235426.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -235426.562500 Penalty: 2578.483887
	Iteration 16Q: 3 clusters Score -235426.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -235426.562500 Penalty: 2578.483887
	Iteration 17F: 3 clusters Score -235426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Entering Unmasked Estep 
Score: -126523.179688 Penalty: 1184.894043
	Iteration 0F: 2 clusters Score -126523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -124742.804688 Penalty: 2369.788086
	Iteration 0F: 3 clusters Score -124742.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -125124.968750 Penalty: 2369.788086
	Iteration 1F: 3 clusters Score -125125 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -125244.468750 Penalty: 2369.788086
	Iteration 2F: 3 clusters Score -125244.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -125323.609375 Penalty: 2369.788086
	Iteration 3F: 3 clusters Score -125323.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -125405.781250 Penalty: 2369.788086
	Iteration 4Q: 3 clusters Score -125405.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125478.171875 Penalty: 2369.788086
	Iteration 5Q: 3 clusters Score -125478.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125534.226562 Penalty: 2369.788086
	Iteration 6Q: 3 clusters Score -125534.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125572.859375 Penalty: 2369.788086
	Iteration 7Q: 3 clusters Score -125572.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -125607.710938 Penalty: 2369.788086
	Iteration 8Q: 3 clusters Score -125607.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125639.867188 Penalty: 2369.788086
	Iteration 9Q: 3 clusters Score -125639.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125656.734375 Penalty: 2369.788086
	Iteration 10Q: 3 clusters Score -125656.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125666.859375 Penalty: 2369.788086
	Iteration 11Q: 3 clusters Score -125666.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -125673.359375 Penalty: 2369.788086
	Iteration 12Q: 3 clusters Score -125673.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -125681.179688 Penalty: 2369.788086
	Iteration 13Q: 3 clusters Score -125681.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -125698.859375 Penalty: 2369.788086
	Iteration 14Q: 3 clusters Score -125698.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -125720.726562 Penalty: 2369.788086
	Iteration 15Q: 3 clusters Score -125720.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125750.640625 Penalty: 2369.788086
	Iteration 16Q: 3 clusters Score -125750.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -125775.914062 Penalty: 2369.788086
	Iteration 17Q: 3 clusters Score -125775.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125799.320312 Penalty: 2369.788086
	Iteration 18Q: 3 clusters Score -125799.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125848.054688 Penalty: 2369.788086
	Iteration 19Q: 3 clusters Score -125848.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125938.710938 Penalty: 2369.788086
	Iteration 20F: 3 clusters Score -125938.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -126074.898438 Penalty: 2369.788086
	Iteration 21Q: 3 clusters Score -126074.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -126222.257812 Penalty: 2369.788086
	Iteration 22Q: 3 clusters Score -126222.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -126300.468750 Penalty: 2369.788086
	Iteration 23Q: 3 clusters Score -126300.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126345.773438 Penalty: 2369.788086
	Iteration 24Q: 3 clusters Score -126345.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -126387.460938 Penalty: 2369.788086
	Iteration 25Q: 3 clusters Score -126387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126414.335938 Penalty: 2369.788086
	Iteration 26Q: 3 clusters Score -126414.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -126430.187500 Penalty: 2369.788086
	Iteration 27Q: 3 clusters Score -126430.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -126442.187500 Penalty: 2369.788086
	Iteration 28Q: 3 clusters Score -126442.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -126444.531250 Penalty: 2369.788086
	Iteration 29Q: 3 clusters Score -126444.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -126446.718750 Penalty: 2369.788086
	Iteration 30Q: 3 clusters Score -126446.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -126447.312500 Penalty: 2369.788086
	Iteration 31Q: 3 clusters Score -126447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126448.703125 Penalty: 2369.788086
	Iteration 32Q: 3 clusters Score -126448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126449.781250 Penalty: 2369.788086
	Iteration 33Q: 3 clusters Score -126449.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -126449.781250 Penalty: 2369.788086
	Iteration 34F: 3 clusters Score -126449.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -146674.234375 Penalty: 1218.115845
	Iteration 0F: 2 clusters Score -146674.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144729.765625 Penalty: 2436.231689
	Iteration 0F: 3 clusters Score -144729.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -145133.812500 Penalty: 2436.231689
	Iteration 1F: 3 clusters Score -145133.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -145323.296875 Penalty: 2436.231689
	Iteration 2F: 3 clusters Score -145323.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -145534.656250 Penalty: 2436.231689
	Iteration 3F: 3 clusters Score -145534.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -145719.234375 Penalty: 2436.231689
	Iteration 4F: 3 clusters Score -145719.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -145852.265625 Penalty: 2436.231689
	Iteration 5F: 3 clusters Score -145852.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -145968.187500 Penalty: 2436.231689
	Iteration 6Q: 3 clusters Score -145968.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146067.312500 Penalty: 2436.231689
	Iteration 7Q: 3 clusters Score -146067.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -146149.671875 Penalty: 2436.231689
	Iteration 8Q: 3 clusters Score -146149.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -146240.906250 Penalty: 2436.231689
	Iteration 9Q: 3 clusters Score -146240.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -146330.640625 Penalty: 2436.231689
	Iteration 10Q: 3 clusters Score -146330.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -146393.703125 Penalty: 2436.231689
	Iteration 11Q: 3 clusters Score -146393.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -146455.875000 Penalty: 2436.231689
	Iteration 12Q: 3 clusters Score -146455.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -146511.484375 Penalty: 2436.231689
	Iteration 13Q: 3 clusters Score -146511.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -146550.281250 Penalty: 2436.231689
	Iteration 14Q: 3 clusters Score -146550.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -146581.234375 Penalty: 2436.231689
	Iteration 15Q: 3 clusters Score -146581.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -146601.406250 Penalty: 2436.231689
	Iteration 16Q: 3 clusters Score -146601.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -146614.750000 Penalty: 2436.231689
	Iteration 17Q: 3 clusters Score -146614.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -146619.000000 Penalty: 2436.231689
	Iteration 18Q: 3 clusters Score -146619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -146620.828125 Penalty: 2436.231689
	Iteration 19Q: 3 clusters Score -146620.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -146621.765625 Penalty: 2436.231689
	Iteration 20F: 3 clusters Score -146621.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -146621.953125 Penalty: 2436.231689
	Iteration 21Q: 3 clusters Score -146622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -146621.953125 Penalty: 2436.231689
	Iteration 22F: 3 clusters Score -146622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Entering Unmasked Estep 
Score: -37760.828125 Penalty: 1033.149414
	Iteration 0F: 2 clusters Score -37760.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -36684.781250 Penalty: 2066.298828
	Iteration 0F: 3 clusters Score -36684.78 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36859.910156 Penalty: 2066.298828
	Iteration 1F: 3 clusters Score -36859.91 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -36926.558594 Penalty: 2066.298828
	Iteration 2F: 3 clusters Score -36926.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -36953.738281 Penalty: 2066.298828
	Iteration 3Q: 3 clusters Score -36953.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -36974.101562 Penalty: 2066.298828
	Iteration 4Q: 3 clusters Score -36974.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -37001.902344 Penalty: 2066.298828
	Iteration 5Q: 3 clusters Score -37001.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -37018.218750 Penalty: 2066.298828
	Iteration 6Q: 3 clusters Score -37018.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -37027.390625 Penalty: 2066.298828
	Iteration 7Q: 3 clusters Score -37027.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -37033.292969 Penalty: 2066.298828
	Iteration 8Q: 3 clusters Score -37033.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -37039.593750 Penalty: 2066.298828
	Iteration 9Q: 3 clusters Score -37039.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -37047.707031 Penalty: 2066.298828
	Iteration 10Q: 3 clusters Score -37047.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -37053.589844 Penalty: 2066.298828
	Iteration 11Q: 3 clusters Score -37053.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -37054.804688 Penalty: 2066.298828
	Iteration 12Q: 3 clusters Score -37054.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37055.468750 Penalty: 2066.298828
	Iteration 13Q: 3 clusters Score -37055.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37055.468750 Penalty: 2066.298828
	Iteration 14F: 3 clusters Score -37055.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -115047.687500 Penalty: 1176.954590
	Iteration 0F: 2 clusters Score -115047.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -113372.218750 Penalty: 2353.909180
	Iteration 0F: 3 clusters Score -113372.2 nChanged 460
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: -113715.242188 Penalty: 2353.909180
	Iteration 1F: 3 clusters Score -113715.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -113804.375000 Penalty: 2353.909180
	Iteration 2F: 3 clusters Score -113804.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -113858.117188 Penalty: 2353.909180
	Iteration 3Q: 3 clusters Score -113858.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -113895.765625 Penalty: 2353.909180
	Iteration 4Q: 3 clusters Score -113895.8 nChanged 25
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: -113910.773438 Penalty: 2353.909180
	Iteration 5Q: 3 clusters Score -113910.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -113931.179688 Penalty: 2353.909180
	Iteration 6Q: 3 clusters Score -113931.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -113941.093750 Penalty: 2353.909180
	Iteration 7Q: 3 clusters Score -113941.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -113949.500000 Penalty: 2353.909180
	Iteration 8Q: 3 clusters Score -113949.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -113959.726562 Penalty: 2353.909180
	Iteration 9Q: 3 clusters Score -113959.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -113967.296875 Penalty: 2353.909180
	Iteration 10Q: 3 clusters Score -113967.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -113975.500000 Penalty: 2353.909180
	Iteration 11Q: 3 clusters Score -113975.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -113982.796875 Penalty: 2353.909180
	Iteration 12Q: 3 clusters Score -113982.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -113992.078125 Penalty: 2353.909180
	Iteration 13Q: 3 clusters Score -113992.1 nChanged 17
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: -114003.789062 Penalty: 2353.909180
	Iteration 14Q: 3 clusters Score -114003.8 nChanged 17
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: -114015.789062 Penalty: 2353.909180
	Iteration 15Q: 3 clusters Score -114015.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -114028.054688 Penalty: 2353.909180
	Iteration 16Q: 3 clusters Score -114028.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -114040.304688 Penalty: 2353.909180
	Iteration 17Q: 3 clusters Score -114040.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -114054.984375 Penalty: 2353.909180
	Iteration 18Q: 3 clusters Score -114055 nChanged 16
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: -114068.734375 Penalty: 2353.909180
	Iteration 19Q: 3 clusters Score -114068.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114082.750000 Penalty: 2353.909180
	Iteration 20F: 3 clusters Score -114082.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114088.531250 Penalty: 2353.909180
	Iteration 21Q: 3 clusters Score -114088.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114093.382812 Penalty: 2353.909180
	Iteration 22Q: 3 clusters Score -114093.4 nChanged 6
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: -114100.265625 Penalty: 2353.909180
	Iteration 23Q: 3 clusters Score -114100.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114105.218750 Penalty: 2353.909180
	Iteration 24Q: 3 clusters Score -114105.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114109.976562 Penalty: 2353.909180
	Iteration 25Q: 3 clusters Score -114110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114116.718750 Penalty: 2353.909180
	Iteration 26Q: 3 clusters Score -114116.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114120.031250 Penalty: 2353.909180
	Iteration 27Q: 3 clusters Score -114120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -114122.117188 Penalty: 2353.909180
	Iteration 28Q: 3 clusters Score -114122.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -114125.187500 Penalty: 2353.909180
	Iteration 29Q: 3 clusters Score -114125.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -114128.945312 Penalty: 2353.909180
	Iteration 30Q: 3 clusters Score -114128.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -114131.265625 Penalty: 2353.909180
	Iteration 31Q: 3 clusters Score -114131.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -114137.757812 Penalty: 2353.909180
	Iteration 32Q: 3 clusters Score -114137.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -114145.734375 Penalty: 2353.909180
	Iteration 33Q: 3 clusters Score -114145.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -114151.585938 Penalty: 2353.909180
	Iteration 34Q: 3 clusters Score -114151.6 nChanged 7
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: -114156.101562 Penalty: 2353.909180
	Iteration 35Q: 3 clusters Score -114156.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114159.804688 Penalty: 2353.909180
	Iteration 36Q: 3 clusters Score -114159.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114161.281250 Penalty: 2353.909180
	Iteration 37Q: 3 clusters Score -114161.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -114162.453125 Penalty: 2353.909180
	Iteration 38Q: 3 clusters Score -114162.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -114164.078125 Penalty: 2353.909180
	Iteration 39Q: 3 clusters Score -114164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -114165.898438 Penalty: 2353.909180
	Iteration 40F: 3 clusters Score -114165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -114167.875000 Penalty: 2353.909180
	Iteration 41Q: 3 clusters Score -114167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -114168.007812 Penalty: 2353.909180
	Iteration 42Q: 3 clusters Score -114168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -114168.007812 Penalty: 2353.909180
	Iteration 43F: 3 clusters Score -114168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Entering Unmasked Estep 
Score: -222795.640625 Penalty: 1274.880127
	Iteration 0F: 2 clusters Score -222795.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -220358.281250 Penalty: 2549.760254
	Iteration 0F: 3 clusters Score -220358.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -220992.703125 Penalty: 2549.760254
	Iteration 1F: 3 clusters Score -220992.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -221216.375000 Penalty: 2549.760254
	Iteration 2F: 3 clusters Score -221216.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -221389.671875 Penalty: 2549.760254
	Iteration 3F: 3 clusters Score -221389.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -221538.890625 Penalty: 2549.760254
	Iteration 4F: 3 clusters Score -221538.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -221661.765625 Penalty: 2549.760254
	Iteration 5Q: 3 clusters Score -221661.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -221766.984375 Penalty: 2549.760254
	Iteration 6Q: 3 clusters Score -221767 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -221863.328125 Penalty: 2549.760254
	Iteration 7Q: 3 clusters Score -221863.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -221931.578125 Penalty: 2549.760254
	Iteration 8Q: 3 clusters Score -221931.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -221984.218750 Penalty: 2549.760254
	Iteration 9Q: 3 clusters Score -221984.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -222023.390625 Penalty: 2549.760254
	Iteration 10Q: 3 clusters Score -222023.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -222063.046875 Penalty: 2549.760254
	Iteration 11Q: 3 clusters Score -222063 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -222108.562500 Penalty: 2549.760254
	Iteration 12Q: 3 clusters Score -222108.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -222145.578125 Penalty: 2549.760254
	Iteration 13Q: 3 clusters Score -222145.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -222176.812500 Penalty: 2549.760254
	Iteration 14Q: 3 clusters Score -222176.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -222212.031250 Penalty: 2549.760254
	Iteration 15Q: 3 clusters Score -222212 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -222238.406250 Penalty: 2549.760254
	Iteration 16Q: 3 clusters Score -222238.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -222269.500000 Penalty: 2549.760254
	Iteration 17Q: 3 clusters Score -222269.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -222298.187500 Penalty: 2549.760254
	Iteration 18Q: 3 clusters Score -222298.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -222313.312500 Penalty: 2549.760254
	Iteration 19Q: 3 clusters Score -222313.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -222320.640625 Penalty: 2549.760254
	Iteration 20F: 3 clusters Score -222320.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -222330.843750 Penalty: 2549.760254
	Iteration 21Q: 3 clusters Score -222330.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -222338.359375 Penalty: 2549.760254
	Iteration 22Q: 3 clusters Score -222338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -222340.265625 Penalty: 2549.760254
	Iteration 23Q: 3 clusters Score -222340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -222340.609375 Penalty: 2549.760254
	Iteration 24Q: 3 clusters Score -222340.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -222340.578125 Penalty: 2549.760254
	Iteration 25Q: 3 clusters Score -222340.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -222340.578125 Penalty: 2549.760254
	Iteration 26F: 3 clusters Score -222340.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -306556.687500 Penalty: 1329.575073
	Iteration 0F: 2 clusters Score -306556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -303465.468750 Penalty: 2659.150146
	Iteration 0F: 3 clusters Score -303465.5 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -304234.250000 Penalty: 2659.150146
	Iteration 1F: 3 clusters Score -304234.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -304404.343750 Penalty: 2659.150146
	Iteration 2F: 3 clusters Score -304404.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -304555.656250 Penalty: 2659.150146
	Iteration 3F: 3 clusters Score -304555.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -304731.750000 Penalty: 2659.150146
	Iteration 4Q: 3 clusters Score -304731.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -304908.625000 Penalty: 2659.150146
	Iteration 5F: 3 clusters Score -304908.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -305038.343750 Penalty: 2659.150146
	Iteration 6Q: 3 clusters Score -305038.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -305123.437500 Penalty: 2659.150146
	Iteration 7Q: 3 clusters Score -305123.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -305189.531250 Penalty: 2659.150146
	Iteration 8Q: 3 clusters Score -305189.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -305250.406250 Penalty: 2659.150146
	Iteration 9Q: 3 clusters Score -305250.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -305305.906250 Penalty: 2659.150146
	Iteration 10Q: 3 clusters Score -305305.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -305340.125000 Penalty: 2659.150146
	Iteration 11Q: 3 clusters Score -305340.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -305370.968750 Penalty: 2659.150146
	Iteration 12Q: 3 clusters Score -305371 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -305396.937500 Penalty: 2659.150146
	Iteration 13Q: 3 clusters Score -305396.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -305418.906250 Penalty: 2659.150146
	Iteration 14Q: 3 clusters Score -305418.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -305438.468750 Penalty: 2659.150146
	Iteration 15Q: 3 clusters Score -305438.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -305455.781250 Penalty: 2659.150146
	Iteration 16Q: 3 clusters Score -305455.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -305480.625000 Penalty: 2659.150146
	Iteration 17Q: 3 clusters Score -305480.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -305519.625000 Penalty: 2659.150146
	Iteration 18Q: 3 clusters Score -305519.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -305550.781250 Penalty: 2659.150146
	Iteration 19Q: 3 clusters Score -305550.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -305586.125000 Penalty: 2659.150146
	Iteration 20F: 3 clusters Score -305586.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -305618.625000 Penalty: 2659.150146
	Iteration 21Q: 3 clusters Score -305618.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -305637.187500 Penalty: 2659.150146
	Iteration 22Q: 3 clusters Score -305637.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -305649.281250 Penalty: 2659.150146
	Iteration 23Q: 3 clusters Score -305649.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -305656.625000 Penalty: 2659.150146
	Iteration 24Q: 3 clusters Score -305656.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -305664.875000 Penalty: 2659.150146
	Iteration 25Q: 3 clusters Score -305664.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -305671.187500 Penalty: 2659.150146
	Iteration 26Q: 3 clusters Score -305671.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -305677.031250 Penalty: 2659.150146
	Iteration 27Q: 3 clusters Score -305677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -305683.031250 Penalty: 2659.150146
	Iteration 28Q: 3 clusters Score -305683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -305685.718750 Penalty: 2659.150146
	Iteration 29Q: 3 clusters Score -305685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -305688.250000 Penalty: 2659.150146
	Iteration 30Q: 3 clusters Score -305688.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -305690.656250 Penalty: 2659.150146
	Iteration 31Q: 3 clusters Score -305690.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -305699.062500 Penalty: 2659.150146
	Iteration 32Q: 3 clusters Score -305699.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -305718.781250 Penalty: 2659.150146
	Iteration 33Q: 3 clusters Score -305718.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -305734.718750 Penalty: 2659.150146
	Iteration 34Q: 3 clusters Score -305734.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -305744.750000 Penalty: 2659.150146
	Iteration 35Q: 3 clusters Score -305744.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -305748.906250 Penalty: 2659.150146
	Iteration 36Q: 3 clusters Score -305748.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -305755.000000 Penalty: 2659.150146
	Iteration 37Q: 3 clusters Score -305755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -305759.687500 Penalty: 2659.150146
	Iteration 38Q: 3 clusters Score -305759.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -305763.312500 Penalty: 2659.150146
	Iteration 39Q: 3 clusters Score -305763.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -305765.562500 Penalty: 2659.150146
	Iteration 40F: 3 clusters Score -305765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -305765.593750 Penalty: 2659.150146
	Iteration 41Q: 3 clusters Score -305765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -305765.593750 Penalty: 2659.150146
	Iteration 42F: 3 clusters Score -305765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -95691.046875 Penalty: 1150.093384
	Iteration 0F: 2 clusters Score -95691.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -94134.507812 Penalty: 2300.186768
	Iteration 0F: 3 clusters Score -94134.51 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -94452.710938 Penalty: 2300.186768
	Iteration 1F: 3 clusters Score -94452.71 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -94561.898438 Penalty: 2300.186768
	Iteration 2F: 3 clusters Score -94561.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -94613.296875 Penalty: 2300.186768
	Iteration 3Q: 3 clusters Score -94613.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -94642.437500 Penalty: 2300.186768
	Iteration 4Q: 3 clusters Score -94642.44 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -94661.554688 Penalty: 2300.186768
	Iteration 5Q: 3 clusters Score -94661.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -94674.625000 Penalty: 2300.186768
	Iteration 6Q: 3 clusters Score -94674.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -94684.585938 Penalty: 2300.186768
	Iteration 7Q: 3 clusters Score -94684.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -94694.757812 Penalty: 2300.186768
	Iteration 8Q: 3 clusters Score -94694.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -94719.460938 Penalty: 2300.186768
	Iteration 9Q: 3 clusters Score -94719.46 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -94744.437500 Penalty: 2300.186768
	Iteration 10Q: 3 clusters Score -94744.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -94767.554688 Penalty: 2300.186768
	Iteration 11Q: 3 clusters Score -94767.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -94785.242188 Penalty: 2300.186768
	Iteration 12Q: 3 clusters Score -94785.24 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -94800.406250 Penalty: 2300.186768
	Iteration 13Q: 3 clusters Score -94800.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -94818.062500 Penalty: 2300.186768
	Iteration 14Q: 3 clusters Score -94818.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -94832.250000 Penalty: 2300.186768
	Iteration 15Q: 3 clusters Score -94832.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -94849.632812 Penalty: 2300.186768
	Iteration 16Q: 3 clusters Score -94849.63 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -94870.445312 Penalty: 2300.186768
	Iteration 17Q: 3 clusters Score -94870.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -94888.125000 Penalty: 2300.186768
	Iteration 18Q: 3 clusters Score -94888.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -94908.750000 Penalty: 2300.186768
	Iteration 19Q: 3 clusters Score -94908.75 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -94934.953125 Penalty: 2300.186768
	Iteration 20F: 3 clusters Score -94934.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -94953.882812 Penalty: 2300.186768
	Iteration 21Q: 3 clusters Score -94953.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94966.703125 Penalty: 2300.186768
	Iteration 22Q: 3 clusters Score -94966.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -94976.500000 Penalty: 2300.186768
	Iteration 23Q: 3 clusters Score -94976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -94981.796875 Penalty: 2300.186768
	Iteration 24Q: 3 clusters Score -94981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -94983.945312 Penalty: 2300.186768
	Iteration 25Q: 3 clusters Score -94983.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -94986.609375 Penalty: 2300.186768
	Iteration 26Q: 3 clusters Score -94986.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -94987.257812 Penalty: 2300.186768
	Iteration 27Q: 3 clusters Score -94987.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -94988.195312 Penalty: 2300.186768
	Iteration 28Q: 3 clusters Score -94988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -94990.140625 Penalty: 2300.186768
	Iteration 29Q: 3 clusters Score -94990.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -94991.218750 Penalty: 2300.186768
	Iteration 30Q: 3 clusters Score -94991.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -94994.867188 Penalty: 2300.186768
	Iteration 31Q: 3 clusters Score -94994.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -94996.414062 Penalty: 2300.186768
	Iteration 32Q: 3 clusters Score -94996.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94996.781250 Penalty: 2300.186768
	Iteration 33Q: 3 clusters Score -94996.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -94996.781250 Penalty: 2300.186768
	Iteration 34F: 3 clusters Score -94996.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112031 members 
Entering Unmasked Estep 
Score: -9753895.000000 Penalty: 1889.311279
	Iteration 0F: 2 clusters Score -9753895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -9678594.000000 Penalty: 3778.622559
	Iteration 0F: 3 clusters Score -9678594 nChanged 53848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -9710901.000000 Penalty: 3778.622559
	Iteration 1F: 3 clusters Score -9710901 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -9712651.000000 Penalty: 3778.622559
	Iteration 2Q: 3 clusters Score -9712651 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 59237 members 
Entering Unmasked Estep 
Score: -9714511.000000 Penalty: 3778.622559
	Iteration 3Q: 3 clusters Score -9714511 nChanged 5641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -9716840.000000 Penalty: 3778.622559
	Iteration 4F: 3 clusters Score -9716840 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 63045 members 
Entering Unmasked Estep 
Score: -9719329.000000 Penalty: 3778.622559
	Iteration 5F: 3 clusters Score -9719329 nChanged 5874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46282 members 
Mstep: Class 2 contains 65749 members 
Entering Unmasked Estep 
Score: -9721840.000000 Penalty: 3778.622559
	Iteration 6F: 3 clusters Score -9721840 nChanged 5738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 68915 members 
Entering Unmasked Estep 
Score: -9724599.000000 Penalty: 3778.622559
	Iteration 7F: 3 clusters Score -9724599 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39531 members 
Mstep: Class 2 contains 72500 members 
Entering Unmasked Estep 
Score: -9727254.000000 Penalty: 3778.622559
	Iteration 8Q: 3 clusters Score -9727254 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 76458 members 
Entering Unmasked Estep 
Score: -9730174.000000 Penalty: 3778.622559
	Iteration 9Q: 3 clusters Score -9730174 nChanged 4938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -9733777.000000 Penalty: 3778.622559
	Iteration 10Q: 3 clusters Score -9733777 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -9737720.000000 Penalty: 3778.622559
	Iteration 11Q: 3 clusters Score -9737720 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 88240 members 
Entering Unmasked Estep 
Score: -9741154.000000 Penalty: 3778.622559
	Iteration 12Q: 3 clusters Score -9741154 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 91070 members 
Entering Unmasked Estep 
Score: -9743910.000000 Penalty: 3778.622559
	Iteration 13Q: 3 clusters Score -9743910 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 93440 members 
Entering Unmasked Estep 
Score: -9745814.000000 Penalty: 3778.622559
	Iteration 14Q: 3 clusters Score -9745814 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 95456 members 
Entering Unmasked Estep 
Score: -9747107.000000 Penalty: 3778.622559
	Iteration 15Q: 3 clusters Score -9747107 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 97286 members 
Entering Unmasked Estep 
Score: -9748174.000000 Penalty: 3778.622559
	Iteration 16Q: 3 clusters Score -9748174 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 98856 members 
Entering Unmasked Estep 
Score: -9749105.000000 Penalty: 3778.622559
	Iteration 17Q: 3 clusters Score -9749105 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 100208 members 
Entering Unmasked Estep 
Score: -9749753.000000 Penalty: 3778.622559
	Iteration 18Q: 3 clusters Score -9749753 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 101363 members 
Entering Unmasked Estep 
Score: -9750335.000000 Penalty: 3778.622559
	Iteration 19Q: 3 clusters Score -9750335 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 102311 members 
Entering Unmasked Estep 
Score: -9750718.000000 Penalty: 3778.622559
	Iteration 20F: 3 clusters Score -9750718 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 103104 members 
Entering Unmasked Estep 
Score: -9751024.000000 Penalty: 3778.622559
	Iteration 21Q: 3 clusters Score -9751024 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 103832 members 
Entering Unmasked Estep 
Score: -9751213.000000 Penalty: 3778.622559
	Iteration 22Q: 3 clusters Score -9751213 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 104498 members 
Entering Unmasked Estep 
Score: -9751483.000000 Penalty: 3778.622559
	Iteration 23Q: 3 clusters Score -9751483 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 105097 members 
Entering Unmasked Estep 
Score: -9751701.000000 Penalty: 3778.622559
	Iteration 24Q: 3 clusters Score -9751701 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 105606 members 
Entering Unmasked Estep 
Score: -9751877.000000 Penalty: 3778.622559
	Iteration 25Q: 3 clusters Score -9751877 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 106066 members 
Entering Unmasked Estep 
Score: -9752057.000000 Penalty: 3778.622559
	Iteration 26Q: 3 clusters Score -9752057 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -9752170.000000 Penalty: 3778.622559
	Iteration 27Q: 3 clusters Score -9752170 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 106814 members 
Entering Unmasked Estep 
Score: -9752287.000000 Penalty: 3778.622559
	Iteration 28Q: 3 clusters Score -9752287 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 107104 members 
Entering Unmasked Estep 
Score: -9752332.000000 Penalty: 3778.622559
	Iteration 29Q: 3 clusters Score -9752332 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 107353 members 
Entering Unmasked Estep 
Score: -9752354.000000 Penalty: 3778.622559
	Iteration 30Q: 3 clusters Score -9752354 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -9752454.000000 Penalty: 3778.622559
	Iteration 31Q: 3 clusters Score -9752454 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 107756 members 
Entering Unmasked Estep 
Score: -9752501.000000 Penalty: 3778.622559
	Iteration 32Q: 3 clusters Score -9752501 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 107931 members 
Entering Unmasked Estep 
Score: -9752529.000000 Penalty: 3778.622559
	Iteration 33Q: 3 clusters Score -9752529 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 108089 members 
Entering Unmasked Estep 
Score: -9752533.000000 Penalty: 3778.622559
	Iteration 34Q: 3 clusters Score -9752533 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 108221 members 
Entering Unmasked Estep 
Score: -9752560.000000 Penalty: 3778.622559
	Iteration 35Q: 3 clusters Score -9752560 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 108356 members 
Entering Unmasked Estep 
Score: -9752556.000000 Penalty: 3778.622559
	Iteration 36Q: 3 clusters Score -9752556 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -9752573.000000 Penalty: 3778.622559
	Iteration 37Q: 3 clusters Score -9752573 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 108566 members 
Entering Unmasked Estep 
Score: -9752589.000000 Penalty: 3778.622559
	Iteration 38Q: 3 clusters Score -9752589 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -9752622.000000 Penalty: 3778.622559
	Iteration 39Q: 3 clusters Score -9752622 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -9752648.000000 Penalty: 3778.622559
	Iteration 40F: 3 clusters Score -9752648 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 108803 members 
Entering Unmasked Estep 
Score: -9752633.000000 Penalty: 3778.622559
	Iteration 41Q: 3 clusters Score -9752633 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 108862 members 
Entering Unmasked Estep 
Score: -9752652.000000 Penalty: 3778.622559
	Iteration 42Q: 3 clusters Score -9752652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 108914 members 
Entering Unmasked Estep 
Score: -9752661.000000 Penalty: 3778.622559
	Iteration 43Q: 3 clusters Score -9752661 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 108967 members 
Entering Unmasked Estep 
Score: -9752645.000000 Penalty: 3778.622559
	Iteration 44Q: 3 clusters Score -9752645 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 109006 members 
Entering Unmasked Estep 
Score: -9752690.000000 Penalty: 3778.622559
	Iteration 45Q: 3 clusters Score -9752690 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 109039 members 
Entering Unmasked Estep 
Score: -9752674.000000 Penalty: 3778.622559
	Iteration 46Q: 3 clusters Score -9752674 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 109066 members 
Entering Unmasked Estep 
Score: -9752688.000000 Penalty: 3778.622559
	Iteration 47Q: 3 clusters Score -9752688 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -9752683.000000 Penalty: 3778.622559
	Iteration 48Q: 3 clusters Score -9752683 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 109131 members 
Entering Unmasked Estep 
Score: -9752696.000000 Penalty: 3778.622559
	Iteration 49Q: 3 clusters Score -9752696 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 109156 members 
Entering Unmasked Estep 
Score: -9752703.000000 Penalty: 3778.622559
	Iteration 50Q: 3 clusters Score -9752703 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 109178 members 
Entering Unmasked Estep 
Score: -9752701.000000 Penalty: 3778.622559
	Iteration 51Q: 3 clusters Score -9752701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 109190 members 
Entering Unmasked Estep 
Score: -9752711.000000 Penalty: 3778.622559
	Iteration 52Q: 3 clusters Score -9752711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 109201 members 
Entering Unmasked Estep 
Score: -9752729.000000 Penalty: 3778.622559
	Iteration 53Q: 3 clusters Score -9752729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 109213 members 
Entering Unmasked Estep 
Score: -9752727.000000 Penalty: 3778.622559
	Iteration 54Q: 3 clusters Score -9752727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 109233 members 
Entering Unmasked Estep 
Score: -9752738.000000 Penalty: 3778.622559
	Iteration 55Q: 3 clusters Score -9752738 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 109250 members 
Entering Unmasked Estep 
Score: -9752755.000000 Penalty: 3778.622559
	Iteration 56Q: 3 clusters Score -9752755 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 109273 members 
Entering Unmasked Estep 
Score: -9752752.000000 Penalty: 3778.622559
	Iteration 57Q: 3 clusters Score -9752752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 109282 members 
Entering Unmasked Estep 
Score: -9752761.000000 Penalty: 3778.622559
	Iteration 58Q: 3 clusters Score -9752761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 109289 members 
Entering Unmasked Estep 
Score: -9752758.000000 Penalty: 3778.622559
	Iteration 59Q: 3 clusters Score -9752758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 109293 members 
Entering Unmasked Estep 
Score: -9752744.000000 Penalty: 3778.622559
	Iteration 60F: 3 clusters Score -9752744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 109298 members 
Entering Unmasked Estep 
Score: -9752750.000000 Penalty: 3778.622559
	Iteration 61Q: 3 clusters Score -9752750 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 109301 members 
Entering Unmasked Estep 
Score: -9752756.000000 Penalty: 3778.622559
	Iteration 62Q: 3 clusters Score -9752756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -9752753.000000 Penalty: 3778.622559
	Iteration 63Q: 3 clusters Score -9752753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 109316 members 
Entering Unmasked Estep 
Score: -9752755.000000 Penalty: 3778.622559
	Iteration 64Q: 3 clusters Score -9752755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 109322 members 
Entering Unmasked Estep 
Score: -9752752.000000 Penalty: 3778.622559
	Iteration 65Q: 3 clusters Score -9752752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 109323 members 
Entering Unmasked Estep 
Score: -9752754.000000 Penalty: 3778.622559
	Iteration 66Q: 3 clusters Score -9752754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 109325 members 
Entering Unmasked Estep 
Score: -9752755.000000 Penalty: 3778.622559
	Iteration 67Q: 3 clusters Score -9752755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -9752760.000000 Penalty: 3778.622559
	Iteration 68Q: 3 clusters Score -9752760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 109327 members 
Entering Unmasked Estep 
Score: -9752760.000000 Penalty: 3778.622559
	Iteration 69F: 3 clusters Score -9752760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Entering Unmasked Estep 
Score: -1645223.500000 Penalty: 1600.321655
	Iteration 0F: 2 clusters Score -1645224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1632317.875000 Penalty: 3200.643311
	Iteration 0F: 3 clusters Score -1632318 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1637061.500000 Penalty: 3200.643311
	Iteration 1F: 3 clusters Score -1637062 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1637583.750000 Penalty: 3200.643311
	Iteration 2F: 3 clusters Score -1637584 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1638079.625000 Penalty: 3200.643311
	Iteration 3F: 3 clusters Score -1638080 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1638566.625000 Penalty: 3200.643311
	Iteration 4F: 3 clusters Score -1638567 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1639143.250000 Penalty: 3200.643311
	Iteration 5Q: 3 clusters Score -1639143 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1639830.500000 Penalty: 3200.643311
	Iteration 6F: 3 clusters Score -1639830 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1640634.625000 Penalty: 3200.643311
	Iteration 7F: 3 clusters Score -1640635 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1641247.625000 Penalty: 3200.643311
	Iteration 8Q: 3 clusters Score -1641248 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1641741.500000 Penalty: 3200.643311
	Iteration 9Q: 3 clusters Score -1641742 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1642112.625000 Penalty: 3200.643311
	Iteration 10Q: 3 clusters Score -1642113 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1642375.750000 Penalty: 3200.643311
	Iteration 11Q: 3 clusters Score -1642376 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1642573.250000 Penalty: 3200.643311
	Iteration 12Q: 3 clusters Score -1642573 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1642753.875000 Penalty: 3200.643311
	Iteration 13Q: 3 clusters Score -1642754 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1642898.250000 Penalty: 3200.643311
	Iteration 14Q: 3 clusters Score -1642898 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1643023.750000 Penalty: 3200.643311
	Iteration 15Q: 3 clusters Score -1643024 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1643127.625000 Penalty: 3200.643311
	Iteration 16Q: 3 clusters Score -1643128 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1643216.000000 Penalty: 3200.643311
	Iteration 17Q: 3 clusters Score -1643216 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1643291.750000 Penalty: 3200.643311
	Iteration 18Q: 3 clusters Score -1643292 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1643364.125000 Penalty: 3200.643311
	Iteration 19Q: 3 clusters Score -1643364 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1643423.125000 Penalty: 3200.643311
	Iteration 20F: 3 clusters Score -1643423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1643479.625000 Penalty: 3200.643311
	Iteration 21Q: 3 clusters Score -1643480 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1643539.250000 Penalty: 3200.643311
	Iteration 22Q: 3 clusters Score -1643539 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1643588.125000 Penalty: 3200.643311
	Iteration 23Q: 3 clusters Score -1643588 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1643623.375000 Penalty: 3200.643311
	Iteration 24Q: 3 clusters Score -1643623 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1643664.125000 Penalty: 3200.643311
	Iteration 25Q: 3 clusters Score -1643664 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1643711.500000 Penalty: 3200.643311
	Iteration 26Q: 3 clusters Score -1643712 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1643740.500000 Penalty: 3200.643311
	Iteration 27Q: 3 clusters Score -1643740 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1643770.250000 Penalty: 3200.643311
	Iteration 28Q: 3 clusters Score -1643770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1643794.875000 Penalty: 3200.643311
	Iteration 29Q: 3 clusters Score -1643795 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1643828.000000 Penalty: 3200.643311
	Iteration 30Q: 3 clusters Score -1643828 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1643855.125000 Penalty: 3200.643311
	Iteration 31Q: 3 clusters Score -1643855 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1643882.625000 Penalty: 3200.643311
	Iteration 32Q: 3 clusters Score -1643883 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1643899.625000 Penalty: 3200.643311
	Iteration 33Q: 3 clusters Score -1643900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1643907.375000 Penalty: 3200.643311
	Iteration 34Q: 3 clusters Score -1643907 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1643913.875000 Penalty: 3200.643311
	Iteration 35Q: 3 clusters Score -1643914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1643917.250000 Penalty: 3200.643311
	Iteration 36Q: 3 clusters Score -1643917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1643923.125000 Penalty: 3200.643311
	Iteration 37Q: 3 clusters Score -1643923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1643926.500000 Penalty: 3200.643311
	Iteration 38Q: 3 clusters Score -1643926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1643932.625000 Penalty: 3200.643311
	Iteration 39Q: 3 clusters Score -1643933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1643940.375000 Penalty: 3200.643311
	Iteration 40F: 3 clusters Score -1643940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1643939.000000 Penalty: 3200.643311
	Iteration 41Q: 3 clusters Score -1643939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1643945.125000 Penalty: 3200.643311
	Iteration 42Q: 3 clusters Score -1643945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1643950.625000 Penalty: 3200.643311
	Iteration 43Q: 3 clusters Score -1643951 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1643962.125000 Penalty: 3200.643311
	Iteration 44Q: 3 clusters Score -1643962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1643967.000000 Penalty: 3200.643311
	Iteration 45Q: 3 clusters Score -1643967 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1643970.750000 Penalty: 3200.643311
	Iteration 46Q: 3 clusters Score -1643971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1643976.375000 Penalty: 3200.643311
	Iteration 47Q: 3 clusters Score -1643976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1643975.750000 Penalty: 3200.643311
	Iteration 48Q: 3 clusters Score -1643976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1643976.000000 Penalty: 3200.643311
	Iteration 49Q: 3 clusters Score -1643976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1643982.750000 Penalty: 3200.643311
	Iteration 50Q: 3 clusters Score -1643983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1643984.625000 Penalty: 3200.643311
	Iteration 51Q: 3 clusters Score -1643985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1643987.875000 Penalty: 3200.643311
	Iteration 52Q: 3 clusters Score -1643988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1643988.375000 Penalty: 3200.643311
	Iteration 53Q: 3 clusters Score -1643988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1643990.250000 Penalty: 3200.643311
	Iteration 54Q: 3 clusters Score -1643990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1643991.500000 Penalty: 3200.643311
	Iteration 55Q: 3 clusters Score -1643992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1643993.875000 Penalty: 3200.643311
	Iteration 56Q: 3 clusters Score -1643994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1644000.375000 Penalty: 3200.643311
	Iteration 57Q: 3 clusters Score -1644000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1644002.875000 Penalty: 3200.643311
	Iteration 58Q: 3 clusters Score -1644003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1644003.625000 Penalty: 3200.643311
	Iteration 59Q: 3 clusters Score -1644004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1644006.250000 Penalty: 3200.643311
	Iteration 60F: 3 clusters Score -1644006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1644008.625000 Penalty: 3200.643311
	Iteration 61Q: 3 clusters Score -1644009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1644010.375000 Penalty: 3200.643311
	Iteration 62Q: 3 clusters Score -1644010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1644009.250000 Penalty: 3200.643311
	Iteration 63Q: 3 clusters Score -1644009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1644011.250000 Penalty: 3200.643311
	Iteration 64Q: 3 clusters Score -1644011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1644011.250000 Penalty: 3200.643311
	Iteration 65F: 3 clusters Score -1644011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Entering Unmasked Estep 
Score: -304988.000000 Penalty: 1328.480713
	Iteration 0F: 2 clusters Score -304988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -302002.187500 Penalty: 2656.961426
	Iteration 0F: 3 clusters Score -302002.2 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -302898.906250 Penalty: 2656.961426
	Iteration 1F: 3 clusters Score -302898.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -303162.843750 Penalty: 2656.961426
	Iteration 2F: 3 clusters Score -303162.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -303364.437500 Penalty: 2656.961426
	Iteration 3F: 3 clusters Score -303364.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -303590.937500 Penalty: 2656.961426
	Iteration 4F: 3 clusters Score -303590.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -303774.062500 Penalty: 2656.961426
	Iteration 5F: 3 clusters Score -303774.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -303902.812500 Penalty: 2656.961426
	Iteration 6Q: 3 clusters Score -303902.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -304016.625000 Penalty: 2656.961426
	Iteration 7Q: 3 clusters Score -304016.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -304099.187500 Penalty: 2656.961426
	Iteration 8Q: 3 clusters Score -304099.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -304155.750000 Penalty: 2656.961426
	Iteration 9Q: 3 clusters Score -304155.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -304193.812500 Penalty: 2656.961426
	Iteration 10Q: 3 clusters Score -304193.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -304221.156250 Penalty: 2656.961426
	Iteration 11Q: 3 clusters Score -304221.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -304246.000000 Penalty: 2656.961426
	Iteration 12Q: 3 clusters Score -304246 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -304269.968750 Penalty: 2656.961426
	Iteration 13Q: 3 clusters Score -304270 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -304282.093750 Penalty: 2656.961426
	Iteration 14Q: 3 clusters Score -304282.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -304289.750000 Penalty: 2656.961426
	Iteration 15Q: 3 clusters Score -304289.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -304295.906250 Penalty: 2656.961426
	Iteration 16Q: 3 clusters Score -304295.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -304298.656250 Penalty: 2656.961426
	Iteration 17Q: 3 clusters Score -304298.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -304301.843750 Penalty: 2656.961426
	Iteration 18Q: 3 clusters Score -304301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -304305.843750 Penalty: 2656.961426
	Iteration 19Q: 3 clusters Score -304305.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -304307.875000 Penalty: 2656.961426
	Iteration 20F: 3 clusters Score -304307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -304309.718750 Penalty: 2656.961426
	Iteration 21Q: 3 clusters Score -304309.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -304311.718750 Penalty: 2656.961426
	Iteration 22Q: 3 clusters Score -304311.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -304313.718750 Penalty: 2656.961426
	Iteration 23Q: 3 clusters Score -304313.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -304314.531250 Penalty: 2656.961426
	Iteration 24Q: 3 clusters Score -304314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -304317.562500 Penalty: 2656.961426
	Iteration 25Q: 3 clusters Score -304317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -304319.718750 Penalty: 2656.961426
	Iteration 26Q: 3 clusters Score -304319.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -304323.031250 Penalty: 2656.961426
	Iteration 27Q: 3 clusters Score -304323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -304324.156250 Penalty: 2656.961426
	Iteration 28Q: 3 clusters Score -304324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -304325.093750 Penalty: 2656.961426
	Iteration 29Q: 3 clusters Score -304325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -304325.093750 Penalty: 2656.961426
	Iteration 30F: 3 clusters Score -304325.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1319931.000000 Penalty: 1563.970581
	Iteration 0F: 2 clusters Score -1319931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1309527.875000 Penalty: 3127.941162
	Iteration 0F: 3 clusters Score -1309528 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1313166.500000 Penalty: 3127.941162
	Iteration 1F: 3 clusters Score -1313166 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1313487.875000 Penalty: 3127.941162
	Iteration 2F: 3 clusters Score -1313488 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1313748.125000 Penalty: 3127.941162
	Iteration 3Q: 3 clusters Score -1313748 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1314022.750000 Penalty: 3127.941162
	Iteration 4Q: 3 clusters Score -1314023 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1314302.750000 Penalty: 3127.941162
	Iteration 5Q: 3 clusters Score -1314303 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1314620.625000 Penalty: 3127.941162
	Iteration 6Q: 3 clusters Score -1314621 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1315029.875000 Penalty: 3127.941162
	Iteration 7Q: 3 clusters Score -1315030 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1315541.625000 Penalty: 3127.941162
	Iteration 8Q: 3 clusters Score -1315542 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -1316085.250000 Penalty: 3127.941162
	Iteration 9Q: 3 clusters Score -1316085 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1316506.750000 Penalty: 3127.941162
	Iteration 10Q: 3 clusters Score -1316507 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1316843.875000 Penalty: 3127.941162
	Iteration 11Q: 3 clusters Score -1316844 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -1317119.500000 Penalty: 3127.941162
	Iteration 12Q: 3 clusters Score -1317120 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1317390.625000 Penalty: 3127.941162
	Iteration 13Q: 3 clusters Score -1317391 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1317634.625000 Penalty: 3127.941162
	Iteration 14Q: 3 clusters Score -1317635 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1317848.250000 Penalty: 3127.941162
	Iteration 15Q: 3 clusters Score -1317848 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1318021.625000 Penalty: 3127.941162
	Iteration 16Q: 3 clusters Score -1318022 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1318204.625000 Penalty: 3127.941162
	Iteration 17Q: 3 clusters Score -1318205 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1318373.875000 Penalty: 3127.941162
	Iteration 18Q: 3 clusters Score -1318374 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1318540.250000 Penalty: 3127.941162
	Iteration 19Q: 3 clusters Score -1318540 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1318683.625000 Penalty: 3127.941162
	Iteration 20F: 3 clusters Score -1318684 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1318758.250000 Penalty: 3127.941162
	Iteration 21Q: 3 clusters Score -1318758 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1318822.500000 Penalty: 3127.941162
	Iteration 22Q: 3 clusters Score -1318822 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1318878.250000 Penalty: 3127.941162
	Iteration 23Q: 3 clusters Score -1318878 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1318907.625000 Penalty: 3127.941162
	Iteration 24Q: 3 clusters Score -1318908 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1318940.875000 Penalty: 3127.941162
	Iteration 25Q: 3 clusters Score -1318941 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1318962.000000 Penalty: 3127.941162
	Iteration 26Q: 3 clusters Score -1318962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1318983.875000 Penalty: 3127.941162
	Iteration 27Q: 3 clusters Score -1318984 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1319000.250000 Penalty: 3127.941162
	Iteration 28Q: 3 clusters Score -1319000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1319006.250000 Penalty: 3127.941162
	Iteration 29Q: 3 clusters Score -1319006 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -1319019.750000 Penalty: 3127.941162
	Iteration 30Q: 3 clusters Score -1319020 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1319024.875000 Penalty: 3127.941162
	Iteration 31Q: 3 clusters Score -1319025 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1319032.500000 Penalty: 3127.941162
	Iteration 32Q: 3 clusters Score -1319032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1319041.875000 Penalty: 3127.941162
	Iteration 33Q: 3 clusters Score -1319042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1319042.375000 Penalty: 3127.941162
	Iteration 34Q: 3 clusters Score -1319042 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1319038.375000 Penalty: 3127.941162
	Iteration 35Q: 3 clusters Score -1319038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1319034.750000 Penalty: 3127.941162
	Iteration 36Q: 3 clusters Score -1319035 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1319036.375000 Penalty: 3127.941162
	Iteration 37Q: 3 clusters Score -1319036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1319044.125000 Penalty: 3127.941162
	Iteration 38Q: 3 clusters Score -1319044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1319045.125000 Penalty: 3127.941162
	Iteration 39Q: 3 clusters Score -1319045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1319048.750000 Penalty: 3127.941162
	Iteration 40F: 3 clusters Score -1319049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1319049.625000 Penalty: 3127.941162
	Iteration 41Q: 3 clusters Score -1319050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1319050.125000 Penalty: 3127.941162
	Iteration 42Q: 3 clusters Score -1319050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1319050.000000 Penalty: 3127.941162
	Iteration 43Q: 3 clusters Score -1319050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1319049.625000 Penalty: 3127.941162
	Iteration 44Q: 3 clusters Score -1319050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1319049.000000 Penalty: 3127.941162
	Iteration 45Q: 3 clusters Score -1319049 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1319049.875000 Penalty: 3127.941162
	Iteration 46Q: 3 clusters Score -1319050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1319049.875000 Penalty: 3127.941162
	Iteration 47F: 3 clusters Score -1319050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Entering Unmasked Estep 
Score: -1061959.750000 Penalty: 1527.064209
	Iteration 0F: 2 clusters Score -1061960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1053390.125000 Penalty: 3054.128418
	Iteration 0F: 3 clusters Score -1053390 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1056474.000000 Penalty: 3054.128418
	Iteration 1F: 3 clusters Score -1056474 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1056896.500000 Penalty: 3054.128418
	Iteration 2F: 3 clusters Score -1056896 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1057355.875000 Penalty: 3054.128418
	Iteration 3F: 3 clusters Score -1057356 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1057933.375000 Penalty: 3054.128418
	Iteration 4F: 3 clusters Score -1057933 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1058517.000000 Penalty: 3054.128418
	Iteration 5F: 3 clusters Score -1058517 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1059078.875000 Penalty: 3054.128418
	Iteration 6F: 3 clusters Score -1059079 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1059589.500000 Penalty: 3054.128418
	Iteration 7F: 3 clusters Score -1059590 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1059997.875000 Penalty: 3054.128418
	Iteration 8Q: 3 clusters Score -1059998 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1060284.875000 Penalty: 3054.128418
	Iteration 9Q: 3 clusters Score -1060285 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1060482.500000 Penalty: 3054.128418
	Iteration 10Q: 3 clusters Score -1060482 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1060650.000000 Penalty: 3054.128418
	Iteration 11Q: 3 clusters Score -1060650 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1060777.125000 Penalty: 3054.128418
	Iteration 12Q: 3 clusters Score -1060777 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1060871.500000 Penalty: 3054.128418
	Iteration 13Q: 3 clusters Score -1060872 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1060934.875000 Penalty: 3054.128418
	Iteration 14Q: 3 clusters Score -1060935 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1060970.500000 Penalty: 3054.128418
	Iteration 15Q: 3 clusters Score -1060970 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -1060987.125000 Penalty: 3054.128418
	Iteration 16Q: 3 clusters Score -1060987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1061001.375000 Penalty: 3054.128418
	Iteration 17Q: 3 clusters Score -1061001 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -1061011.125000 Penalty: 3054.128418
	Iteration 18Q: 3 clusters Score -1061011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1061015.625000 Penalty: 3054.128418
	Iteration 19Q: 3 clusters Score -1061016 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1061022.250000 Penalty: 3054.128418
	Iteration 20F: 3 clusters Score -1061022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1061026.500000 Penalty: 3054.128418
	Iteration 21Q: 3 clusters Score -1061026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1061028.875000 Penalty: 3054.128418
	Iteration 22Q: 3 clusters Score -1061029 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1061034.125000 Penalty: 3054.128418
	Iteration 23Q: 3 clusters Score -1061034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1061036.250000 Penalty: 3054.128418
	Iteration 24Q: 3 clusters Score -1061036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1061039.500000 Penalty: 3054.128418
	Iteration 25Q: 3 clusters Score -1061040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1061040.875000 Penalty: 3054.128418
	Iteration 26Q: 3 clusters Score -1061041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1061046.000000 Penalty: 3054.128418
	Iteration 27Q: 3 clusters Score -1061046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1061047.875000 Penalty: 3054.128418
	Iteration 28Q: 3 clusters Score -1061048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1061051.500000 Penalty: 3054.128418
	Iteration 29Q: 3 clusters Score -1061052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -1061050.125000 Penalty: 3054.128418
	Iteration 30Q: 3 clusters Score -1061050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1061052.000000 Penalty: 3054.128418
	Iteration 31Q: 3 clusters Score -1061052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1061050.875000 Penalty: 3054.128418
	Iteration 32Q: 3 clusters Score -1061051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1061050.625000 Penalty: 3054.128418
	Iteration 33Q: 3 clusters Score -1061051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1061050.000000 Penalty: 3054.128418
	Iteration 34Q: 3 clusters Score -1061050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1061050.000000 Penalty: 3054.128418
	Iteration 35F: 3 clusters Score -1061050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Entering Unmasked Estep 
Score: -118059.562500 Penalty: 1187.964355
	Iteration 0F: 2 clusters Score -118059.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -116325.718750 Penalty: 2375.928711
	Iteration 0F: 3 clusters Score -116325.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -116694.015625 Penalty: 2375.928711
	Iteration 1F: 3 clusters Score -116694 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -116824.687500 Penalty: 2375.928711
	Iteration 2F: 3 clusters Score -116824.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -116913.953125 Penalty: 2375.928711
	Iteration 3F: 3 clusters Score -116914 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -116975.554688 Penalty: 2375.928711
	Iteration 4Q: 3 clusters Score -116975.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -117022.070312 Penalty: 2375.928711
	Iteration 5Q: 3 clusters Score -117022.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -117064.578125 Penalty: 2375.928711
	Iteration 6Q: 3 clusters Score -117064.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -117105.093750 Penalty: 2375.928711
	Iteration 7Q: 3 clusters Score -117105.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117126.265625 Penalty: 2375.928711
	Iteration 8Q: 3 clusters Score -117126.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -117142.554688 Penalty: 2375.928711
	Iteration 9Q: 3 clusters Score -117142.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -117156.796875 Penalty: 2375.928711
	Iteration 10Q: 3 clusters Score -117156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -117167.117188 Penalty: 2375.928711
	Iteration 11Q: 3 clusters Score -117167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -117180.015625 Penalty: 2375.928711
	Iteration 12Q: 3 clusters Score -117180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117186.179688 Penalty: 2375.928711
	Iteration 13Q: 3 clusters Score -117186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117192.265625 Penalty: 2375.928711
	Iteration 14Q: 3 clusters Score -117192.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117199.789062 Penalty: 2375.928711
	Iteration 15Q: 3 clusters Score -117199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117203.507812 Penalty: 2375.928711
	Iteration 16Q: 3 clusters Score -117203.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -117204.898438 Penalty: 2375.928711
	Iteration 17Q: 3 clusters Score -117204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -117209.609375 Penalty: 2375.928711
	Iteration 18Q: 3 clusters Score -117209.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -117210.804688 Penalty: 2375.928711
	Iteration 19Q: 3 clusters Score -117210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117212.765625 Penalty: 2375.928711
	Iteration 20F: 3 clusters Score -117212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117215.210938 Penalty: 2375.928711
	Iteration 21Q: 3 clusters Score -117215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -117217.492188 Penalty: 2375.928711
	Iteration 22Q: 3 clusters Score -117217.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -117221.750000 Penalty: 2375.928711
	Iteration 23Q: 3 clusters Score -117221.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -117225.523438 Penalty: 2375.928711
	Iteration 24Q: 3 clusters Score -117225.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -117232.312500 Penalty: 2375.928711
	Iteration 25Q: 3 clusters Score -117232.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -117237.281250 Penalty: 2375.928711
	Iteration 26Q: 3 clusters Score -117237.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -117242.921875 Penalty: 2375.928711
	Iteration 27Q: 3 clusters Score -117242.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -117250.304688 Penalty: 2375.928711
	Iteration 28Q: 3 clusters Score -117250.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -117255.546875 Penalty: 2375.928711
	Iteration 29Q: 3 clusters Score -117255.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -117257.640625 Penalty: 2375.928711
	Iteration 30Q: 3 clusters Score -117257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -117257.781250 Penalty: 2375.928711
	Iteration 31Q: 3 clusters Score -117257.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -117257.781250 Penalty: 2375.928711
	Iteration 32F: 3 clusters Score -117257.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Entering Unmasked Estep 
Score: -222018.531250 Penalty: 1285.232300
	Iteration 0F: 2 clusters Score -222018.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -219476.500000 Penalty: 2570.464600
	Iteration 0F: 3 clusters Score -219476.5 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -220082.609375 Penalty: 2570.464600
	Iteration 1F: 3 clusters Score -220082.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -220412.859375 Penalty: 2570.464600
	Iteration 2F: 3 clusters Score -220412.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -220831.609375 Penalty: 2570.464600
	Iteration 3F: 3 clusters Score -220831.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -221241.218750 Penalty: 2570.464600
	Iteration 4F: 3 clusters Score -221241.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -221492.500000 Penalty: 2570.464600
	Iteration 5F: 3 clusters Score -221492.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -221618.421875 Penalty: 2570.464600
	Iteration 6Q: 3 clusters Score -221618.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -221719.593750 Penalty: 2570.464600
	Iteration 7Q: 3 clusters Score -221719.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -221790.640625 Penalty: 2570.464600
	Iteration 8Q: 3 clusters Score -221790.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -221856.250000 Penalty: 2570.464600
	Iteration 9Q: 3 clusters Score -221856.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -221887.125000 Penalty: 2570.464600
	Iteration 10Q: 3 clusters Score -221887.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -221910.984375 Penalty: 2570.464600
	Iteration 11Q: 3 clusters Score -221911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221922.312500 Penalty: 2570.464600
	Iteration 12Q: 3 clusters Score -221922.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221930.031250 Penalty: 2570.464600
	Iteration 13Q: 3 clusters Score -221930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -221936.484375 Penalty: 2570.464600
	Iteration 14Q: 3 clusters Score -221936.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -221942.546875 Penalty: 2570.464600
	Iteration 15Q: 3 clusters Score -221942.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -221945.656250 Penalty: 2570.464600
	Iteration 16Q: 3 clusters Score -221945.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221948.921875 Penalty: 2570.464600
	Iteration 17Q: 3 clusters Score -221948.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -221951.359375 Penalty: 2570.464600
	Iteration 18Q: 3 clusters Score -221951.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221951.500000 Penalty: 2570.464600
	Iteration 19Q: 3 clusters Score -221951.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -221951.843750 Penalty: 2570.464600
	Iteration 20F: 3 clusters Score -221951.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Entering Unmasked Estep 
Score: -423547.906250 Penalty: 1398.405151
	Iteration 0F: 2 clusters Score -423547.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -419207.843750 Penalty: 2796.810303
	Iteration 0F: 3 clusters Score -419207.8 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -420440.468750 Penalty: 2796.810303
	Iteration 1F: 3 clusters Score -420440.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -420720.968750 Penalty: 2796.810303
	Iteration 2F: 3 clusters Score -420721 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -420970.218750 Penalty: 2796.810303
	Iteration 3F: 3 clusters Score -420970.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -421211.875000 Penalty: 2796.810303
	Iteration 4F: 3 clusters Score -421211.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -421483.125000 Penalty: 2796.810303
	Iteration 5F: 3 clusters Score -421483.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -421724.500000 Penalty: 2796.810303
	Iteration 6F: 3 clusters Score -421724.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -421894.593750 Penalty: 2796.810303
	Iteration 7Q: 3 clusters Score -421894.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -422018.531250 Penalty: 2796.810303
	Iteration 8Q: 3 clusters Score -422018.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -422129.968750 Penalty: 2796.810303
	Iteration 9Q: 3 clusters Score -422130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -422201.625000 Penalty: 2796.810303
	Iteration 10Q: 3 clusters Score -422201.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -422259.281250 Penalty: 2796.810303
	Iteration 11Q: 3 clusters Score -422259.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -422307.843750 Penalty: 2796.810303
	Iteration 12Q: 3 clusters Score -422307.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -422348.187500 Penalty: 2796.810303
	Iteration 13Q: 3 clusters Score -422348.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -422375.187500 Penalty: 2796.810303
	Iteration 14Q: 3 clusters Score -422375.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -422398.312500 Penalty: 2796.810303
	Iteration 15Q: 3 clusters Score -422398.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -422414.031250 Penalty: 2796.810303
	Iteration 16Q: 3 clusters Score -422414 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -422427.250000 Penalty: 2796.810303
	Iteration 17Q: 3 clusters Score -422427.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -422439.656250 Penalty: 2796.810303
	Iteration 18Q: 3 clusters Score -422439.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -422444.343750 Penalty: 2796.810303
	Iteration 19Q: 3 clusters Score -422444.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -422447.718750 Penalty: 2796.810303
	Iteration 20F: 3 clusters Score -422447.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -422451.468750 Penalty: 2796.810303
	Iteration 21Q: 3 clusters Score -422451.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -422454.500000 Penalty: 2796.810303
	Iteration 22Q: 3 clusters Score -422454.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -422456.343750 Penalty: 2796.810303
	Iteration 23Q: 3 clusters Score -422456.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -422455.125000 Penalty: 2796.810303
	Iteration 24Q: 3 clusters Score -422455.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -422456.406250 Penalty: 2796.810303
	Iteration 25Q: 3 clusters Score -422456.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -422457.218750 Penalty: 2796.810303
	Iteration 26Q: 3 clusters Score -422457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -422457.500000 Penalty: 2796.810303
	Iteration 27Q: 3 clusters Score -422457.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -422458.906250 Penalty: 2796.810303
	Iteration 28Q: 3 clusters Score -422458.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -422458.843750 Penalty: 2796.810303
	Iteration 29Q: 3 clusters Score -422458.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -422459.437500 Penalty: 2796.810303
	Iteration 30Q: 3 clusters Score -422459.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -422461.312500 Penalty: 2796.810303
	Iteration 31Q: 3 clusters Score -422461.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -422463.093750 Penalty: 2796.810303
	Iteration 32Q: 3 clusters Score -422463.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -422463.718750 Penalty: 2796.810303
	Iteration 33Q: 3 clusters Score -422463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -422464.625000 Penalty: 2796.810303
	Iteration 34Q: 3 clusters Score -422464.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -422466.343750 Penalty: 2796.810303
	Iteration 35Q: 3 clusters Score -422466.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -422466.375000 Penalty: 2796.810303
	Iteration 36Q: 3 clusters Score -422466.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -422467.437500 Penalty: 2796.810303
	Iteration 37Q: 3 clusters Score -422467.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -422467.656250 Penalty: 2796.810303
	Iteration 38Q: 3 clusters Score -422467.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -422469.843750 Penalty: 2796.810303
	Iteration 39Q: 3 clusters Score -422469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -422469.562500 Penalty: 2796.810303
	Iteration 40F: 3 clusters Score -422469.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -422470.656250 Penalty: 2796.810303
	Iteration 41Q: 3 clusters Score -422470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -422471.843750 Penalty: 2796.810303
	Iteration 42Q: 3 clusters Score -422471.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -422472.906250 Penalty: 2796.810303
	Iteration 43Q: 3 clusters Score -422472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -422473.375000 Penalty: 2796.810303
	Iteration 44Q: 3 clusters Score -422473.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -422472.281250 Penalty: 2796.810303
	Iteration 45Q: 3 clusters Score -422472.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -422472.281250 Penalty: 2796.810303
	Iteration 46F: 3 clusters Score -422472.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Entering Unmasked Estep 
Score: -47562.152344 Penalty: 1036.494263
	Iteration 0F: 2 clusters Score -47562.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46385.347656 Penalty: 2072.988525
	Iteration 0F: 3 clusters Score -46385.35 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46557.871094 Penalty: 2072.988525
	Iteration 1F: 3 clusters Score -46557.87 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -46616.968750 Penalty: 2072.988525
	Iteration 2F: 3 clusters Score -46616.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46660.140625 Penalty: 2072.988525
	Iteration 3F: 3 clusters Score -46660.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46680.320312 Penalty: 2072.988525
	Iteration 4Q: 3 clusters Score -46680.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46702.339844 Penalty: 2072.988525
	Iteration 5Q: 3 clusters Score -46702.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46711.078125 Penalty: 2072.988525
	Iteration 6Q: 3 clusters Score -46711.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46712.832031 Penalty: 2072.988525
	Iteration 7Q: 3 clusters Score -46712.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46714.429688 Penalty: 2072.988525
	Iteration 8Q: 3 clusters Score -46714.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46714.429688 Penalty: 2072.988525
	Iteration 9F: 3 clusters Score -46714.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -109789.562500 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -109789.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -108031.703125 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -108031.7 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -108644.757812 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -108644.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -108847.429688 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -108847.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -108970.195312 Penalty: 2400.200195
	Iteration 3F: 3 clusters Score -108970.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -109056.859375 Penalty: 2400.200195
	Iteration 4Q: 3 clusters Score -109056.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -109148.796875 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -109148.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -109216.132812 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -109216.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -109252.445312 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -109252.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -109274.812500 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -109274.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -109290.367188 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -109290.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -109297.898438 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -109297.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -109304.828125 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -109304.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -109306.492188 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -109306.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -109310.046875 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -109310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -109313.710938 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -109313.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -109318.054688 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -109318.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -109322.875000 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -109322.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -109330.390625 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -109330.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -109335.257812 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -109335.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -109338.390625 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -109338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -109344.351562 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -109344.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -109357.023438 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -109357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109362.585938 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -109362.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -109365.976562 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -109366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109371.671875 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -109371.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -109376.804688 Penalty: 2400.200195
	Iteration 25Q: 3 clusters Score -109376.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -109383.726562 Penalty: 2400.200195
	Iteration 26Q: 3 clusters Score -109383.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -109397.882812 Penalty: 2400.200195
	Iteration 27Q: 3 clusters Score -109397.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -109417.085938 Penalty: 2400.200195
	Iteration 28Q: 3 clusters Score -109417.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109432.109375 Penalty: 2400.200195
	Iteration 29Q: 3 clusters Score -109432.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109444.843750 Penalty: 2400.200195
	Iteration 30Q: 3 clusters Score -109444.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -109467.625000 Penalty: 2400.200195
	Iteration 31Q: 3 clusters Score -109467.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -109482.351562 Penalty: 2400.200195
	Iteration 32Q: 3 clusters Score -109482.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -109503.859375 Penalty: 2400.200195
	Iteration 33Q: 3 clusters Score -109503.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -109526.125000 Penalty: 2400.200195
	Iteration 34Q: 3 clusters Score -109526.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -109569.093750 Penalty: 2400.200195
	Iteration 35Q: 3 clusters Score -109569.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -109601.468750 Penalty: 2400.200195
	Iteration 36Q: 3 clusters Score -109601.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -109620.359375 Penalty: 2400.200195
	Iteration 37Q: 3 clusters Score -109620.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -109635.859375 Penalty: 2400.200195
	Iteration 38Q: 3 clusters Score -109635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -109662.460938 Penalty: 2400.200195
	Iteration 39Q: 3 clusters Score -109662.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -109680.171875 Penalty: 2400.200195
	Iteration 40F: 3 clusters Score -109680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -109691.984375 Penalty: 2400.200195
	Iteration 41Q: 3 clusters Score -109692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -109697.570312 Penalty: 2400.200195
	Iteration 42Q: 3 clusters Score -109697.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -109701.671875 Penalty: 2400.200195
	Iteration 43Q: 3 clusters Score -109701.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109703.984375 Penalty: 2400.200195
	Iteration 44Q: 3 clusters Score -109704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109705.218750 Penalty: 2400.200195
	Iteration 45Q: 3 clusters Score -109705.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -109705.406250 Penalty: 2400.200195
	Iteration 46Q: 3 clusters Score -109705.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109706.054688 Penalty: 2400.200195
	Iteration 47Q: 3 clusters Score -109706.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -109708.031250 Penalty: 2400.200195
	Iteration 48Q: 3 clusters Score -109708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -109708.656250 Penalty: 2400.200195
	Iteration 49Q: 3 clusters Score -109708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -109710.070312 Penalty: 2400.200195
	Iteration 50Q: 3 clusters Score -109710.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -109711.289062 Penalty: 2400.200195
	Iteration 51Q: 3 clusters Score -109711.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -109711.929688 Penalty: 2400.200195
	Iteration 52Q: 3 clusters Score -109711.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -109712.195312 Penalty: 2400.200195
	Iteration 53Q: 3 clusters Score -109712.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -109712.312500 Penalty: 2400.200195
	Iteration 54Q: 3 clusters Score -109712.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -109712.703125 Penalty: 2400.200195
	Iteration 55Q: 3 clusters Score -109712.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -109713.382812 Penalty: 2400.200195
	Iteration 56Q: 3 clusters Score -109713.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -109714.789062 Penalty: 2400.200195
	Iteration 57Q: 3 clusters Score -109714.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -109715.921875 Penalty: 2400.200195
	Iteration 58Q: 3 clusters Score -109715.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -109716.859375 Penalty: 2400.200195
	Iteration 59Q: 3 clusters Score -109716.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -109717.835938 Penalty: 2400.200195
	Iteration 60F: 3 clusters Score -109717.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109718.820312 Penalty: 2400.200195
	Iteration 61Q: 3 clusters Score -109718.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -109718.820312 Penalty: 2400.200195
	Iteration 62F: 3 clusters Score -109718.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Entering Unmasked Estep 
Score: -803498.312500 Penalty: 1482.387207
	Iteration 0F: 2 clusters Score -803498.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -796931.812500 Penalty: 2964.774414
	Iteration 0F: 3 clusters Score -796931.8 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -799073.062500 Penalty: 2964.774414
	Iteration 1F: 3 clusters Score -799073.1 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -799369.937500 Penalty: 2964.774414
	Iteration 2F: 3 clusters Score -799369.9 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -799639.437500 Penalty: 2964.774414
	Iteration 3F: 3 clusters Score -799639.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -799941.812500 Penalty: 2964.774414
	Iteration 4F: 3 clusters Score -799941.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -800252.437500 Penalty: 2964.774414
	Iteration 5Q: 3 clusters Score -800252.4 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -800594.500000 Penalty: 2964.774414
	Iteration 6F: 3 clusters Score -800594.5 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -801005.187500 Penalty: 2964.774414
	Iteration 7F: 3 clusters Score -801005.2 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -801513.937500 Penalty: 2964.774414
	Iteration 8F: 3 clusters Score -801513.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -801985.812500 Penalty: 2964.774414
	Iteration 9F: 3 clusters Score -801985.8 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -802416.625000 Penalty: 2964.774414
	Iteration 10F: 3 clusters Score -802416.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -802712.500000 Penalty: 2964.774414
	Iteration 11Q: 3 clusters Score -802712.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -802929.250000 Penalty: 2964.774414
	Iteration 12Q: 3 clusters Score -802929.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -803082.187500 Penalty: 2964.774414
	Iteration 13Q: 3 clusters Score -803082.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -803170.375000 Penalty: 2964.774414
	Iteration 14Q: 3 clusters Score -803170.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -803229.937500 Penalty: 2964.774414
	Iteration 15Q: 3 clusters Score -803229.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -803263.375000 Penalty: 2964.774414
	Iteration 16Q: 3 clusters Score -803263.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -803285.875000 Penalty: 2964.774414
	Iteration 17Q: 3 clusters Score -803285.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -803302.750000 Penalty: 2964.774414
	Iteration 18Q: 3 clusters Score -803302.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -803312.562500 Penalty: 2964.774414
	Iteration 19Q: 3 clusters Score -803312.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -803320.625000 Penalty: 2964.774414
	Iteration 20F: 3 clusters Score -803320.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -803327.000000 Penalty: 2964.774414
	Iteration 21Q: 3 clusters Score -803327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -803329.812500 Penalty: 2964.774414
	Iteration 22Q: 3 clusters Score -803329.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -803332.125000 Penalty: 2964.774414
	Iteration 23Q: 3 clusters Score -803332.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -803332.000000 Penalty: 2964.774414
	Iteration 24Q: 3 clusters Score -803332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -803332.625000 Penalty: 2964.774414
	Iteration 25Q: 3 clusters Score -803332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -803334.750000 Penalty: 2964.774414
	Iteration 26Q: 3 clusters Score -803334.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -803334.187500 Penalty: 2964.774414
	Iteration 27Q: 3 clusters Score -803334.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -803334.187500 Penalty: 2964.774414
	Iteration 28F: 3 clusters Score -803334.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Entering Unmasked Estep 
Score: -1835608.500000 Penalty: 1612.510742
	Iteration 0F: 2 clusters Score -1835608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1821714.625000 Penalty: 3225.021484
	Iteration 0F: 3 clusters Score -1821715 nChanged 9266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1826705.375000 Penalty: 3225.021484
	Iteration 1F: 3 clusters Score -1826705 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1827017.000000 Penalty: 3225.021484
	Iteration 2Q: 3 clusters Score -1827017 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1827323.875000 Penalty: 3225.021484
	Iteration 3Q: 3 clusters Score -1827324 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -1827661.625000 Penalty: 3225.021484
	Iteration 4Q: 3 clusters Score -1827662 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1828145.250000 Penalty: 3225.021484
	Iteration 5Q: 3 clusters Score -1828145 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1828807.375000 Penalty: 3225.021484
	Iteration 6F: 3 clusters Score -1828807 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -1829800.375000 Penalty: 3225.021484
	Iteration 7F: 3 clusters Score -1829800 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1831164.500000 Penalty: 3225.021484
	Iteration 8F: 3 clusters Score -1831164 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -1832552.000000 Penalty: 3225.021484
	Iteration 9F: 3 clusters Score -1832552 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1833554.625000 Penalty: 3225.021484
	Iteration 10F: 3 clusters Score -1833555 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1834128.500000 Penalty: 3225.021484
	Iteration 11Q: 3 clusters Score -1834128 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -1834506.125000 Penalty: 3225.021484
	Iteration 12Q: 3 clusters Score -1834506 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1834769.375000 Penalty: 3225.021484
	Iteration 13Q: 3 clusters Score -1834769 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -1834956.375000 Penalty: 3225.021484
	Iteration 14Q: 3 clusters Score -1834956 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -1835091.125000 Penalty: 3225.021484
	Iteration 15Q: 3 clusters Score -1835091 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1835188.000000 Penalty: 3225.021484
	Iteration 16Q: 3 clusters Score -1835188 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -1835260.000000 Penalty: 3225.021484
	Iteration 17Q: 3 clusters Score -1835260 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1835316.375000 Penalty: 3225.021484
	Iteration 18Q: 3 clusters Score -1835316 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -1835349.375000 Penalty: 3225.021484
	Iteration 19Q: 3 clusters Score -1835349 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1835382.625000 Penalty: 3225.021484
	Iteration 20F: 3 clusters Score -1835383 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1835403.000000 Penalty: 3225.021484
	Iteration 21Q: 3 clusters Score -1835403 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1835428.125000 Penalty: 3225.021484
	Iteration 22Q: 3 clusters Score -1835428 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1835445.125000 Penalty: 3225.021484
	Iteration 23Q: 3 clusters Score -1835445 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1835467.000000 Penalty: 3225.021484
	Iteration 24Q: 3 clusters Score -1835467 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1835481.750000 Penalty: 3225.021484
	Iteration 25Q: 3 clusters Score -1835482 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -1835485.875000 Penalty: 3225.021484
	Iteration 26Q: 3 clusters Score -1835486 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1835491.500000 Penalty: 3225.021484
	Iteration 27Q: 3 clusters Score -1835492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -1835493.375000 Penalty: 3225.021484
	Iteration 28Q: 3 clusters Score -1835493 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1835495.625000 Penalty: 3225.021484
	Iteration 29Q: 3 clusters Score -1835496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -1835501.125000 Penalty: 3225.021484
	Iteration 30Q: 3 clusters Score -1835501 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -1835503.750000 Penalty: 3225.021484
	Iteration 31Q: 3 clusters Score -1835504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1835508.250000 Penalty: 3225.021484
	Iteration 32Q: 3 clusters Score -1835508 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -1835503.500000 Penalty: 3225.021484
	Iteration 33Q: 3 clusters Score -1835504 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1835511.500000 Penalty: 3225.021484
	Iteration 34Q: 3 clusters Score -1835512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1835512.375000 Penalty: 3225.021484
	Iteration 35Q: 3 clusters Score -1835512 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -1835516.750000 Penalty: 3225.021484
	Iteration 36Q: 3 clusters Score -1835517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1835513.625000 Penalty: 3225.021484
	Iteration 37Q: 3 clusters Score -1835514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -1835515.375000 Penalty: 3225.021484
	Iteration 38Q: 3 clusters Score -1835515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -1835514.750000 Penalty: 3225.021484
	Iteration 39Q: 3 clusters Score -1835515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1835516.125000 Penalty: 3225.021484
	Iteration 40F: 3 clusters Score -1835516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -1835516.375000 Penalty: 3225.021484
	Iteration 41Q: 3 clusters Score -1835516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 14307 members 
Entering Unmasked Estep 
Score: -1835517.750000 Penalty: 3225.021484
	Iteration 42Q: 3 clusters Score -1835518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1835514.750000 Penalty: 3225.021484
	Iteration 43Q: 3 clusters Score -1835515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -1835520.500000 Penalty: 3225.021484
	Iteration 44Q: 3 clusters Score -1835520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -1835519.000000 Penalty: 3225.021484
	Iteration 45Q: 3 clusters Score -1835519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1835520.750000 Penalty: 3225.021484
	Iteration 46Q: 3 clusters Score -1835521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1835521.250000 Penalty: 3225.021484
	Iteration 47Q: 3 clusters Score -1835521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1835522.000000 Penalty: 3225.021484
	Iteration 48Q: 3 clusters Score -1835522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1835520.625000 Penalty: 3225.021484
	Iteration 49Q: 3 clusters Score -1835521 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1835520.625000 Penalty: 3225.021484
	Iteration 50F: 3 clusters Score -1835521 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Entering Unmasked Estep 
Score: -105536.000000 Penalty: 1164.267090
	Iteration 0F: 2 clusters Score -105536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103915.585938 Penalty: 2328.534180
	Iteration 0F: 3 clusters Score -103915.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104289.109375 Penalty: 2328.534180
	Iteration 1F: 3 clusters Score -104289.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -104389.945312 Penalty: 2328.534180
	Iteration 2F: 3 clusters Score -104389.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -104455.671875 Penalty: 2328.534180
	Iteration 3Q: 3 clusters Score -104455.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -104500.781250 Penalty: 2328.534180
	Iteration 4Q: 3 clusters Score -104500.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -104520.140625 Penalty: 2328.534180
	Iteration 5Q: 3 clusters Score -104520.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -104544.718750 Penalty: 2328.534180
	Iteration 6Q: 3 clusters Score -104544.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -104578.953125 Penalty: 2328.534180
	Iteration 7Q: 3 clusters Score -104579 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -104612.757812 Penalty: 2328.534180
	Iteration 8Q: 3 clusters Score -104612.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104638.570312 Penalty: 2328.534180
	Iteration 9Q: 3 clusters Score -104638.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104661.429688 Penalty: 2328.534180
	Iteration 10Q: 3 clusters Score -104661.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -104678.023438 Penalty: 2328.534180
	Iteration 11Q: 3 clusters Score -104678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104694.171875 Penalty: 2328.534180
	Iteration 12Q: 3 clusters Score -104694.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -104709.500000 Penalty: 2328.534180
	Iteration 13Q: 3 clusters Score -104709.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104727.437500 Penalty: 2328.534180
	Iteration 14Q: 3 clusters Score -104727.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104743.257812 Penalty: 2328.534180
	Iteration 15Q: 3 clusters Score -104743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -104759.781250 Penalty: 2328.534180
	Iteration 16Q: 3 clusters Score -104759.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -104777.054688 Penalty: 2328.534180
	Iteration 17Q: 3 clusters Score -104777.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -104796.789062 Penalty: 2328.534180
	Iteration 18Q: 3 clusters Score -104796.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104818.984375 Penalty: 2328.534180
	Iteration 19Q: 3 clusters Score -104819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104848.757812 Penalty: 2328.534180
	Iteration 20F: 3 clusters Score -104848.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -104885.937500 Penalty: 2328.534180
	Iteration 21Q: 3 clusters Score -104885.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -104930.023438 Penalty: 2328.534180
	Iteration 22Q: 3 clusters Score -104930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -104957.648438 Penalty: 2328.534180
	Iteration 23Q: 3 clusters Score -104957.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -104985.367188 Penalty: 2328.534180
	Iteration 24Q: 3 clusters Score -104985.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -105003.070312 Penalty: 2328.534180
	Iteration 25Q: 3 clusters Score -105003.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -105014.726562 Penalty: 2328.534180
	Iteration 26Q: 3 clusters Score -105014.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105026.796875 Penalty: 2328.534180
	Iteration 27Q: 3 clusters Score -105026.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -105044.554688 Penalty: 2328.534180
	Iteration 28Q: 3 clusters Score -105044.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -105062.617188 Penalty: 2328.534180
	Iteration 29Q: 3 clusters Score -105062.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -105079.851562 Penalty: 2328.534180
	Iteration 30Q: 3 clusters Score -105079.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -105091.843750 Penalty: 2328.534180
	Iteration 31Q: 3 clusters Score -105091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -105096.085938 Penalty: 2328.534180
	Iteration 32Q: 3 clusters Score -105096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105097.718750 Penalty: 2328.534180
	Iteration 33Q: 3 clusters Score -105097.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -105097.718750 Penalty: 2328.534180
	Iteration 34F: 3 clusters Score -105097.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Entering Unmasked Estep 
Score: -216375.671875 Penalty: 1279.088013
	Iteration 0F: 2 clusters Score -216375.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -213962.453125 Penalty: 2558.176025
	Iteration 0F: 3 clusters Score -213962.5 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -214744.375000 Penalty: 2558.176025
	Iteration 1F: 3 clusters Score -214744.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -215020.343750 Penalty: 2558.176025
	Iteration 2F: 3 clusters Score -215020.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -215212.875000 Penalty: 2558.176025
	Iteration 3F: 3 clusters Score -215212.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -215373.453125 Penalty: 2558.176025
	Iteration 4F: 3 clusters Score -215373.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -215488.093750 Penalty: 2558.176025
	Iteration 5Q: 3 clusters Score -215488.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -215612.812500 Penalty: 2558.176025
	Iteration 6Q: 3 clusters Score -215612.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -215806.859375 Penalty: 2558.176025
	Iteration 7Q: 3 clusters Score -215806.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -216055.500000 Penalty: 2558.176025
	Iteration 8Q: 3 clusters Score -216055.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -216248.687500 Penalty: 2558.176025
	Iteration 9Q: 3 clusters Score -216248.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -216356.875000 Penalty: 2558.176025
	Iteration 10Q: 3 clusters Score -216356.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -216394.625000 Penalty: 2558.176025
	Iteration 11Q: 3 clusters Score -216394.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -216410.312500 Penalty: 2558.176025
	Iteration 12Q: 3 clusters Score -216410.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -216427.640625 Penalty: 2558.176025
	Iteration 13Q: 3 clusters Score -216427.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -216455.328125 Penalty: 2558.176025
	Iteration 14Q: 3 clusters Score -216455.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -216490.265625 Penalty: 2558.176025
	Iteration 15Q: 3 clusters Score -216490.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -216517.718750 Penalty: 2558.176025
	Iteration 16Q: 3 clusters Score -216517.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -216541.156250 Penalty: 2558.176025
	Iteration 17Q: 3 clusters Score -216541.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -216551.531250 Penalty: 2558.176025
	Iteration 18Q: 3 clusters Score -216551.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -216558.890625 Penalty: 2558.176025
	Iteration 19Q: 3 clusters Score -216558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -216560.125000 Penalty: 2558.176025
	Iteration 20F: 3 clusters Score -216560.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -216559.968750 Penalty: 2558.176025
	Iteration 21Q: 3 clusters Score -216560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -216559.968750 Penalty: 2558.176025
	Iteration 22F: 3 clusters Score -216560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40031 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 46162 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112031 members 
Mstep: Class 27 contains 18923 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12056 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5462 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1612 members 
Mstep: Class 36 contains 9158 members 
Mstep: Class 37 contains 20397 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 1471 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1633 members 
Mstep: Class 42 contains 1150 members 
Entering Unmasked Estep 
Score: -40892572.000000 Penalty: 89363.875000
Splitting cluster 39 changes total score from -40893028.000000 to -40892572.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Entering Unmasked Estep 
Score: -93197.015625 Penalty: 1140.926147
	Iteration 0F: 2 clusters Score -93197.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -91694.671875 Penalty: 2281.852295
	Iteration 0F: 3 clusters Score -91694.67 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -91922.593750 Penalty: 2281.852295
	Iteration 1F: 3 clusters Score -91922.59 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -92007.117188 Penalty: 2281.852295
	Iteration 2F: 3 clusters Score -92007.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -92071.406250 Penalty: 2281.852295
	Iteration 3Q: 3 clusters Score -92071.41 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -92111.179688 Penalty: 2281.852295
	Iteration 4Q: 3 clusters Score -92111.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -92142.039062 Penalty: 2281.852295
	Iteration 5Q: 3 clusters Score -92142.04 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -92163.835938 Penalty: 2281.852295
	Iteration 6Q: 3 clusters Score -92163.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -92175.117188 Penalty: 2281.852295
	Iteration 7Q: 3 clusters Score -92175.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -92179.156250 Penalty: 2281.852295
	Iteration 8Q: 3 clusters Score -92179.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -92183.664062 Penalty: 2281.852295
	Iteration 9Q: 3 clusters Score -92183.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -92194.578125 Penalty: 2281.852295
	Iteration 10Q: 3 clusters Score -92194.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92199.210938 Penalty: 2281.852295
	Iteration 11Q: 3 clusters Score -92199.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92200.843750 Penalty: 2281.852295
	Iteration 12Q: 3 clusters Score -92200.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -92202.257812 Penalty: 2281.852295
	Iteration 13Q: 3 clusters Score -92202.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -92202.820312 Penalty: 2281.852295
	Iteration 14Q: 3 clusters Score -92202.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -92203.203125 Penalty: 2281.852295
	Iteration 15Q: 3 clusters Score -92203.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92203.382812 Penalty: 2281.852295
	Iteration 16Q: 3 clusters Score -92203.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -92203.382812 Penalty: 2281.852295
	Iteration 17F: 3 clusters Score -92203.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5963 members 
Mstep: Class 3 contains 2786 members 
Mstep: Class 4 contains 12513 members 
Mstep: Class 5 contains 1133 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40031 members 
Mstep: Class 8 contains 11846 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 36716 members 
Mstep: Class 11 contains 18743 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 46162 members 
Mstep: Class 16 contains 4407 members 
Mstep: Class 17 contains 3845 members 
Mstep: Class 18 contains 2790 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2554 members 
Mstep: Class 24 contains 3576 members 
Mstep: Class 25 contains 1185 members 
Mstep: Class 26 contains 112031 members 
Mstep: Class 27 contains 18923 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12056 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2722 members 
Mstep: Class 33 contains 5462 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1612 members 
Mstep: Class 36 contains 9158 members 
Mstep: Class 37 contains 20397 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2621 members 
Mstep: Class 40 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893324.000000 Penalty: 87236.164062
Iteration 119Q: 42 clusters Score -4.089332e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 5958 members 
Mstep: Class 3 contains 2796 members 
Mstep: Class 4 contains 12512 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 40034 members 
Mstep: Class 8 contains 11843 members 
Mstep: Class 9 contains 11798 members 
Mstep: Class 10 contains 36715 members 
Mstep: Class 11 contains 18725 members 
Mstep: Class 12 contains 36352 members 
Mstep: Class 13 contains 6649 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 46159 members 
Mstep: Class 16 contains 4410 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2556 members 
Mstep: Class 24 contains 3587 members 
Mstep: Class 25 contains 1176 members 
Mstep: Class 26 contains 112034 members 
Mstep: Class 27 contains 18951 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12063 members 
Mstep: Class 31 contains 1496 members 
Mstep: Class 32 contains 2688 members 
Mstep: Class 33 contains 5465 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1588 members 
Mstep: Class 36 contains 9163 members 
Mstep: Class 37 contains 20394 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2620 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893664.000000 Penalty: 87236.164062
Iteration 120F: 42 clusters Score -4.089366e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 5953 members 
Mstep: Class 3 contains 2807 members 
Mstep: Class 4 contains 12510 members 
Mstep: Class 5 contains 1209 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 40036 members 
Mstep: Class 8 contains 11840 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 36715 members 
Mstep: Class 11 contains 18704 members 
Mstep: Class 12 contains 36350 members 
Mstep: Class 13 contains 6644 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 46154 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2788 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2567 members 
Mstep: Class 24 contains 3591 members 
Mstep: Class 25 contains 1172 members 
Mstep: Class 26 contains 112035 members 
Mstep: Class 27 contains 18930 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12067 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2653 members 
Mstep: Class 33 contains 5471 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1583 members 
Mstep: Class 36 contains 9166 members 
Mstep: Class 37 contains 20383 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 1120 members 
Mstep: Class 41 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893860.000000 Penalty: 87236.164062
Iteration 121Q: 42 clusters Score -4.089386e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 3 contains 2811 members 
Mstep: Class 4 contains 12508 members 
Mstep: Class 5 contains 1267 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40041 members 
Mstep: Class 8 contains 11836 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 36714 members 
Mstep: Class 11 contains 18687 members 
Mstep: Class 12 contains 36352 members 
Mstep: Class 13 contains 6640 members 
Mstep: Class 14 contains 8405 members 
Mstep: Class 15 contains 46150 members 
Mstep: Class 16 contains 4412 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2789 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2578 members 
Mstep: Class 24 contains 3599 members 
Mstep: Class 25 contains 1164 members 
Mstep: Class 26 contains 112039 members 
Mstep: Class 27 contains 18915 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12070 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2615 members 
Mstep: Class 33 contains 5463 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1581 members 
Mstep: Class 36 contains 9166 members 
Mstep: Class 37 contains 20380 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 1833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893920.000000 Penalty: 87236.164062
Iteration 122Q: 42 clusters Score -4.089392e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9990 members 
Mstep: Class 2 contains 5949 members 
Mstep: Class 3 contains 2822 members 
Mstep: Class 4 contains 12507 members 
Mstep: Class 5 contains 1316 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40046 members 
Mstep: Class 8 contains 11832 members 
Mstep: Class 9 contains 11801 members 
Mstep: Class 10 contains 36712 members 
Mstep: Class 11 contains 18656 members 
Mstep: Class 12 contains 36349 members 
Mstep: Class 13 contains 6639 members 
Mstep: Class 14 contains 8407 members 
Mstep: Class 15 contains 46147 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2796 members 
Mstep: Class 19 contains 1467 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 573 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 3617 members 
Mstep: Class 25 contains 1158 members 
Mstep: Class 26 contains 112040 members 
Mstep: Class 27 contains 18896 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15132 members 
Mstep: Class 30 contains 12078 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2574 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1575 members 
Mstep: Class 36 contains 9167 members 
Mstep: Class 37 contains 20379 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 1876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894072.000000 Penalty: 87236.164062
Iteration 123Q: 42 clusters Score -4.089407e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 5946 members 
Mstep: Class 3 contains 2833 members 
Mstep: Class 4 contains 12507 members 
Mstep: Class 5 contains 1380 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40051 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 9 contains 11799 members 
Mstep: Class 10 contains 36711 members 
Mstep: Class 11 contains 18619 members 
Mstep: Class 12 contains 36350 members 
Mstep: Class 13 contains 6637 members 
Mstep: Class 14 contains 8408 members 
Mstep: Class 15 contains 46138 members 
Mstep: Class 16 contains 4414 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2800 members 
Mstep: Class 19 contains 1468 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 572 members 
Mstep: Class 22 contains 1399 members 
Mstep: Class 23 contains 2599 members 
Mstep: Class 24 contains 3638 members 
Mstep: Class 25 contains 1153 members 
Mstep: Class 26 contains 112040 members 
Mstep: Class 27 contains 18882 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12082 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2518 members 
Mstep: Class 33 contains 5475 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1573 members 
Mstep: Class 36 contains 9168 members 
Mstep: Class 37 contains 20382 members 
Mstep: Class 38 contains 1294 members 
Mstep: Class 39 contains 2611 members 
Mstep: Class 40 contains 1121 members 
Mstep: Class 41 contains 1914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894284.000000 Penalty: 87236.164062
Iteration 124Q: 42 clusters Score -4.089428e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 5944 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 12505 members 
Mstep: Class 5 contains 1470 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40058 members 
Mstep: Class 8 contains 11827 members 
Mstep: Class 9 contains 11796 members 
Mstep: Class 10 contains 36711 members 
Mstep: Class 11 contains 18586 members 
Mstep: Class 12 contains 36346 members 
Mstep: Class 13 contains 6635 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 46131 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2802 members 
Mstep: Class 19 contains 1470 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 571 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2619 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 1145 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18880 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 15133 members 
Mstep: Class 30 contains 12086 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2439 members 
Mstep: Class 33 contains 5482 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1569 members 
Mstep: Class 36 contains 9168 members 
Mstep: Class 37 contains 20379 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 2605 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894500.000000 Penalty: 87236.164062
Iteration 125Q: 42 clusters Score -4.08945e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 1545 members 
Mstep: Class 6 contains 3156 members 
Mstep: Class 7 contains 40064 members 
Mstep: Class 8 contains 11825 members 
Mstep: Class 9 contains 11792 members 
Mstep: Class 10 contains 36711 members 
Mstep: Class 11 contains 18555 members 
Mstep: Class 12 contains 36345 members 
Mstep: Class 13 contains 6632 members 
Mstep: Class 14 contains 8409 members 
Mstep: Class 15 contains 46126 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2807 members 
Mstep: Class 19 contains 1472 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 570 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2637 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1141 members 
Mstep: Class 26 contains 112045 members 
Mstep: Class 27 contains 18875 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 12085 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2361 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1565 members 
Mstep: Class 36 contains 9173 members 
Mstep: Class 37 contains 20377 members 
Mstep: Class 38 contains 1299 members 
Mstep: Class 39 contains 2607 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894672.000000 Penalty: 87236.164062
Iteration 126Q: 42 clusters Score -4.089467e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 5942 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 12503 members 
Mstep: Class 5 contains 1587 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 40069 members 
Mstep: Class 8 contains 11824 members 
Mstep: Class 9 contains 11790 members 
Mstep: Class 10 contains 36710 members 
Mstep: Class 11 contains 18527 members 
Mstep: Class 12 contains 36345 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 46123 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2811 members 
Mstep: Class 19 contains 1476 members 
Mstep: Class 20 contains 1801 members 
Mstep: Class 21 contains 569 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2659 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1138 members 
Mstep: Class 26 contains 112048 members 
Mstep: Class 27 contains 18872 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 15133 members 
Mstep: Class 30 contains 12088 members 
Mstep: Class 31 contains 1495 members 
Mstep: Class 32 contains 2319 members 
Mstep: Class 33 contains 5483 members 
Mstep: Class 34 contains 589 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9176 members 
Mstep: Class 37 contains 20376 members 
Mstep: Class 38 contains 1297 members 
Mstep: Class 39 contains 2610 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 1991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894788.000000 Penalty: 87236.164062
Iteration 127Q: 42 clusters Score -4.089479e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 12500 members 
Mstep: Class 5 contains 1606 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 40072 members 
Mstep: Class 8 contains 11823 members 
Mstep: Class 9 contains 11785 members 
Mstep: Class 10 contains 36710 members 
Mstep: Class 11 contains 18507 members 
Mstep: Class 12 contains 36346 members 
Mstep: Class 13 contains 6626 members 
Mstep: Class 14 contains 8411 members 
Mstep: Class 15 contains 46124 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1478 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2678 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 1138 members 
Mstep: Class 26 contains 112045 members 
Mstep: Class 27 contains 18862 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 15132 members 
Mstep: Class 30 contains 12089 members 
Mstep: Class 31 contains 1498 members 
Mstep: Class 32 contains 2298 members 
Mstep: Class 33 contains 5479 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9175 members 
Mstep: Class 37 contains 20373 members 
Mstep: Class 38 contains 1296 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 2018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894900.000000 Penalty: 87236.164062
Iteration 128Q: 42 clusters Score -4.08949e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 5941 members 
Mstep: Class 3 contains 2878 members 
Mstep: Class 4 contains 12497 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40073 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 36709 members 
Mstep: Class 11 contains 18484 members 
Mstep: Class 12 contains 36353 members 
Mstep: Class 13 contains 6620 members 
Mstep: Class 14 contains 8412 members 
Mstep: Class 15 contains 46125 members 
Mstep: Class 16 contains 4415 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2813 members 
Mstep: Class 19 contains 1484 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 566 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2701 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 1137 members 
Mstep: Class 26 contains 112046 members 
Mstep: Class 27 contains 18855 members 
Mstep: Class 28 contains 3554 members 
Mstep: Class 29 contains 15135 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2290 members 
Mstep: Class 33 contains 5477 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1559 members 
Mstep: Class 36 contains 9174 members 
Mstep: Class 37 contains 20370 members 
Mstep: Class 38 contains 1295 members 
Mstep: Class 39 contains 2614 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 2041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894976.000000 Penalty: 87236.164062
Iteration 129Q: 42 clusters Score -4.089498e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 5938 members 
Mstep: Class 3 contains 2884 members 
Mstep: Class 4 contains 12497 members 
Mstep: Class 5 contains 1611 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40072 members 
Mstep: Class 8 contains 11820 members 
Mstep: Class 9 contains 11785 members 
Mstep: Class 10 contains 36707 members 
Mstep: Class 11 contains 18460 members 
Mstep: Class 12 contains 36358 members 
Mstep: Class 13 contains 6618 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 46124 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2812 members 
Mstep: Class 19 contains 1487 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2723 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 1135 members 
Mstep: Class 26 contains 112048 members 
Mstep: Class 27 contains 18844 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 15134 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 1497 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 5483 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9172 members 
Mstep: Class 37 contains 20367 members 
Mstep: Class 38 contains 1293 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1122 members 
Mstep: Class 41 contains 2067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894912.000000 Penalty: 87236.164062
Iteration 130Q: 42 clusters Score -4.089491e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 5932 members 
Mstep: Class 3 contains 2890 members 
Mstep: Class 4 contains 12496 members 
Mstep: Class 5 contains 1608 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40075 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 11782 members 
Mstep: Class 10 contains 36706 members 
Mstep: Class 11 contains 18434 members 
Mstep: Class 12 contains 36363 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 8414 members 
Mstep: Class 15 contains 46123 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2814 members 
Mstep: Class 19 contains 1488 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2753 members 
Mstep: Class 24 contains 3642 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112047 members 
Mstep: Class 27 contains 18840 members 
Mstep: Class 28 contains 3553 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12087 members 
Mstep: Class 31 contains 1503 members 
Mstep: Class 32 contains 2286 members 
Mstep: Class 33 contains 5484 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1562 members 
Mstep: Class 36 contains 9172 members 
Mstep: Class 37 contains 20365 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1123 members 
Mstep: Class 41 contains 2091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894960.000000 Penalty: 87236.164062
Iteration 131Q: 42 clusters Score -4.089496e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 5924 members 
Mstep: Class 3 contains 2896 members 
Mstep: Class 4 contains 12492 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40077 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 11778 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 18407 members 
Mstep: Class 12 contains 36361 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 8416 members 
Mstep: Class 15 contains 46123 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2818 members 
Mstep: Class 19 contains 1489 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1398 members 
Mstep: Class 23 contains 2779 members 
Mstep: Class 24 contains 3643 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112047 members 
Mstep: Class 27 contains 18832 members 
Mstep: Class 28 contains 3552 members 
Mstep: Class 29 contains 15132 members 
Mstep: Class 30 contains 12089 members 
Mstep: Class 31 contains 1509 members 
Mstep: Class 32 contains 2284 members 
Mstep: Class 33 contains 5477 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 9173 members 
Mstep: Class 37 contains 20366 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1126 members 
Mstep: Class 41 contains 2110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894992.000000 Penalty: 87236.164062
Iteration 132Q: 42 clusters Score -4.089499e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 5922 members 
Mstep: Class 3 contains 2897 members 
Mstep: Class 4 contains 12489 members 
Mstep: Class 5 contains 1609 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40081 members 
Mstep: Class 8 contains 11818 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36705 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 36359 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 8419 members 
Mstep: Class 15 contains 46121 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2819 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2802 members 
Mstep: Class 24 contains 3644 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18818 members 
Mstep: Class 28 contains 3550 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12091 members 
Mstep: Class 31 contains 1522 members 
Mstep: Class 32 contains 2280 members 
Mstep: Class 33 contains 5473 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 9171 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2618 members 
Mstep: Class 40 contains 1128 members 
Mstep: Class 41 contains 2126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894960.000000 Penalty: 87236.164062
Iteration 133Q: 42 clusters Score -4.089496e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5920 members 
Mstep: Class 3 contains 2905 members 
Mstep: Class 4 contains 12491 members 
Mstep: Class 5 contains 1614 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40082 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 11770 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18367 members 
Mstep: Class 12 contains 36361 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 8422 members 
Mstep: Class 15 contains 46122 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2821 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2816 members 
Mstep: Class 24 contains 3645 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18807 members 
Mstep: Class 28 contains 3546 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12096 members 
Mstep: Class 31 contains 1526 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 5468 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1565 members 
Mstep: Class 36 contains 9172 members 
Mstep: Class 37 contains 20373 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 2138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894984.000000 Penalty: 87236.164062
Iteration 134Q: 42 clusters Score -4.089498e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 5916 members 
Mstep: Class 3 contains 2907 members 
Mstep: Class 4 contains 12487 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40084 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18344 members 
Mstep: Class 12 contains 36360 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 46121 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3844 members 
Mstep: Class 18 contains 2822 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2834 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112044 members 
Mstep: Class 27 contains 18796 members 
Mstep: Class 28 contains 3545 members 
Mstep: Class 29 contains 15131 members 
Mstep: Class 30 contains 12100 members 
Mstep: Class 31 contains 1526 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 5466 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1565 members 
Mstep: Class 36 contains 9171 members 
Mstep: Class 37 contains 20373 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1129 members 
Mstep: Class 41 contains 2148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895016.000000 Penalty: 87236.164062
Iteration 135Q: 42 clusters Score -4.089502e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 5909 members 
Mstep: Class 3 contains 2909 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 3158 members 
Mstep: Class 7 contains 40087 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11770 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18322 members 
Mstep: Class 12 contains 36364 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 46119 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3843 members 
Mstep: Class 18 contains 2823 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 568 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2848 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18788 members 
Mstep: Class 28 contains 3541 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12105 members 
Mstep: Class 31 contains 1538 members 
Mstep: Class 32 contains 2278 members 
Mstep: Class 33 contains 5470 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 9171 members 
Mstep: Class 37 contains 20373 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895080.000000 Penalty: 87236.164062
Iteration 136Q: 42 clusters Score -4.089508e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 5904 members 
Mstep: Class 3 contains 2908 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 1617 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40087 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 11 contains 18309 members 
Mstep: Class 12 contains 36363 members 
Mstep: Class 13 contains 6608 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 46115 members 
Mstep: Class 16 contains 4413 members 
Mstep: Class 17 contains 3842 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2861 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112043 members 
Mstep: Class 27 contains 18776 members 
Mstep: Class 28 contains 3540 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12109 members 
Mstep: Class 31 contains 1545 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 5472 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1565 members 
Mstep: Class 36 contains 9171 members 
Mstep: Class 37 contains 20374 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895120.000000 Penalty: 87236.164062
Iteration 137Q: 42 clusters Score -4.089512e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 2910 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40088 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36707 members 
Mstep: Class 11 contains 18292 members 
Mstep: Class 12 contains 36364 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 8425 members 
Mstep: Class 15 contains 46113 members 
Mstep: Class 16 contains 4415 members 
Mstep: Class 17 contains 3840 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 567 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2876 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1133 members 
Mstep: Class 26 contains 112045 members 
Mstep: Class 27 contains 18773 members 
Mstep: Class 28 contains 3539 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12110 members 
Mstep: Class 31 contains 1545 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 5469 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1565 members 
Mstep: Class 36 contains 9172 members 
Mstep: Class 37 contains 20374 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895084.000000 Penalty: 87236.164062
Iteration 138Q: 42 clusters Score -4.089508e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5900 members 
Mstep: Class 3 contains 2911 members 
Mstep: Class 4 contains 12485 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40090 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36707 members 
Mstep: Class 11 contains 18273 members 
Mstep: Class 12 contains 36366 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 8426 members 
Mstep: Class 15 contains 46103 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3838 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 565 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2893 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112046 members 
Mstep: Class 27 contains 18768 members 
Mstep: Class 28 contains 3539 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12113 members 
Mstep: Class 31 contains 1547 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 5471 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 9172 members 
Mstep: Class 37 contains 20372 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895004.000000 Penalty: 87236.164062
Iteration 139Q: 42 clusters Score -4.0895e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 2913 members 
Mstep: Class 4 contains 12484 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40092 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36707 members 
Mstep: Class 11 contains 18257 members 
Mstep: Class 12 contains 36368 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46099 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3834 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2908 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112047 members 
Mstep: Class 27 contains 18762 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15130 members 
Mstep: Class 30 contains 12111 members 
Mstep: Class 31 contains 1552 members 
Mstep: Class 32 contains 2277 members 
Mstep: Class 33 contains 5473 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1564 members 
Mstep: Class 36 contains 9174 members 
Mstep: Class 37 contains 20369 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2617 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895076.000000 Penalty: 87236.164062
Iteration 140F: 42 clusters Score -4.089508e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 12483 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40092 members 
Mstep: Class 8 contains 11817 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36706 members 
Mstep: Class 11 contains 18243 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46096 members 
Mstep: Class 16 contains 4418 members 
Mstep: Class 17 contains 3832 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2920 members 
Mstep: Class 24 contains 3649 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112047 members 
Mstep: Class 27 contains 18758 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12112 members 
Mstep: Class 31 contains 1554 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5473 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1563 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20367 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2616 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895016.000000 Penalty: 87236.164062
Iteration 141Q: 42 clusters Score -4.089502e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5892 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 12480 members 
Mstep: Class 5 contains 1616 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40096 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36708 members 
Mstep: Class 11 contains 18231 members 
Mstep: Class 12 contains 36372 members 
Mstep: Class 13 contains 6607 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46095 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2929 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112046 members 
Mstep: Class 27 contains 18753 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12116 members 
Mstep: Class 31 contains 1558 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5474 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1562 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894980.000000 Penalty: 87236.164062
Iteration 142Q: 42 clusters Score -4.089498e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 5893 members 
Mstep: Class 3 contains 2917 members 
Mstep: Class 4 contains 12479 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40102 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36710 members 
Mstep: Class 11 contains 18218 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6606 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46090 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2939 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112044 members 
Mstep: Class 27 contains 18752 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12117 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5474 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1562 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20369 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894996.000000 Penalty: 87236.164062
Iteration 143Q: 42 clusters Score -4.0895e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 2921 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40107 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36707 members 
Mstep: Class 11 contains 18212 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6605 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46085 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3833 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2941 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18752 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12117 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5476 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1562 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895020.000000 Penalty: 87236.164062
Iteration 144Q: 42 clusters Score -4.089502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40110 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36704 members 
Mstep: Class 11 contains 18209 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46083 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2945 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18750 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12118 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5478 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1562 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895020.000000 Penalty: 87236.164062
Iteration 145Q: 42 clusters Score -4.089502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5904 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40113 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18202 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46082 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3831 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2948 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18747 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12119 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5481 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895084.000000 Penalty: 87236.164062
Iteration 146Q: 42 clusters Score -4.089508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 1615 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40116 members 
Mstep: Class 8 contains 11816 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18195 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46080 members 
Mstep: Class 16 contains 4417 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2954 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112042 members 
Mstep: Class 27 contains 18742 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12120 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5484 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895088.000000 Penalty: 87236.164062
Iteration 147Q: 42 clusters Score -4.089509e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18190 members 
Mstep: Class 12 contains 36370 members 
Mstep: Class 13 contains 6604 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46080 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2958 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12120 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895064.000000 Penalty: 87236.164062
Iteration 148Q: 42 clusters Score -4.089506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46080 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2963 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15127 members 
Mstep: Class 30 contains 12120 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5492 members 
Mstep: Class 34 contains 590 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895056.000000 Penalty: 87236.164062
Iteration 149Q: 42 clusters Score -4.089506e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40117 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18170 members 
Mstep: Class 12 contains 36371 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46080 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1800 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2973 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12122 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 591 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895072.000000 Penalty: 87236.164062
Iteration 150Q: 42 clusters Score -4.089507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2923 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18157 members 
Mstep: Class 12 contains 36373 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8427 members 
Mstep: Class 15 contains 46080 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2985 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12123 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9177 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895036.000000 Penalty: 87236.164062
Iteration 151Q: 42 clusters Score -4.089504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18144 members 
Mstep: Class 12 contains 36376 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46078 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 2994 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12125 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895016.000000 Penalty: 87236.164062
Iteration 152Q: 42 clusters Score -4.089502e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2922 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40118 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11773 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18131 members 
Mstep: Class 12 contains 36380 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46076 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3003 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12126 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895024.000000 Penalty: 87236.164062
Iteration 153Q: 42 clusters Score -4.089502e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2924 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40119 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18117 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46074 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3012 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12126 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 154Q: 42 clusters Score -4.0895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18106 members 
Mstep: Class 12 contains 36386 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46073 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3020 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12127 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894992.000000 Penalty: 87236.164062
Iteration 155Q: 42 clusters Score -4.089499e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12474 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18096 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46073 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3027 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12131 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 156Q: 42 clusters Score -4.0895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12474 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18090 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46073 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3032 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12133 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895008.000000 Penalty: 87236.164062
Iteration 157Q: 42 clusters Score -4.089501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2926 members 
Mstep: Class 4 contains 12475 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18084 members 
Mstep: Class 12 contains 36386 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8428 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 564 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3035 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12134 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 158Q: 42 clusters Score -4.0895e+07 nChanged 10
Entering ConstructFrom: 
Score: -40895000.000000 Penalty: 87236.164062
Entering ConstructFrom: 
Trying to split cluster 1 (9767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Entering Unmasked Estep 
Score: -843920.687500 Penalty: 1492.849243
	Iteration 0F: 2 clusters Score -843920.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -836930.812500 Penalty: 2985.698486
	Iteration 0F: 3 clusters Score -836930.8 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -839337.375000 Penalty: 2985.698486
	Iteration 1F: 3 clusters Score -839337.4 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -839778.562500 Penalty: 2985.698486
	Iteration 2F: 3 clusters Score -839778.6 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -840204.125000 Penalty: 2985.698486
	Iteration 3F: 3 clusters Score -840204.1 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -840582.500000 Penalty: 2985.698486
	Iteration 4F: 3 clusters Score -840582.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -840895.625000 Penalty: 2985.698486
	Iteration 5F: 3 clusters Score -840895.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -841156.312500 Penalty: 2985.698486
	Iteration 6F: 3 clusters Score -841156.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -841396.250000 Penalty: 2985.698486
	Iteration 7Q: 3 clusters Score -841396.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -841610.812500 Penalty: 2985.698486
	Iteration 8Q: 3 clusters Score -841610.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -841767.750000 Penalty: 2985.698486
	Iteration 9Q: 3 clusters Score -841767.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -841901.250000 Penalty: 2985.698486
	Iteration 10Q: 3 clusters Score -841901.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -842019.375000 Penalty: 2985.698486
	Iteration 11Q: 3 clusters Score -842019.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -842136.062500 Penalty: 2985.698486
	Iteration 12Q: 3 clusters Score -842136.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -842251.250000 Penalty: 2985.698486
	Iteration 13Q: 3 clusters Score -842251.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -842386.625000 Penalty: 2985.698486
	Iteration 14Q: 3 clusters Score -842386.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -842519.187500 Penalty: 2985.698486
	Iteration 15Q: 3 clusters Score -842519.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -842636.875000 Penalty: 2985.698486
	Iteration 16Q: 3 clusters Score -842636.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -842722.875000 Penalty: 2985.698486
	Iteration 17Q: 3 clusters Score -842722.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -842776.437500 Penalty: 2985.698486
	Iteration 18Q: 3 clusters Score -842776.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -842804.812500 Penalty: 2985.698486
	Iteration 19Q: 3 clusters Score -842804.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -842828.312500 Penalty: 2985.698486
	Iteration 20F: 3 clusters Score -842828.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -842844.375000 Penalty: 2985.698486
	Iteration 21Q: 3 clusters Score -842844.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -842850.562500 Penalty: 2985.698486
	Iteration 22Q: 3 clusters Score -842850.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -842863.062500 Penalty: 2985.698486
	Iteration 23Q: 3 clusters Score -842863.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -842877.250000 Penalty: 2985.698486
	Iteration 24Q: 3 clusters Score -842877.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -842889.062500 Penalty: 2985.698486
	Iteration 25Q: 3 clusters Score -842889.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -842898.187500 Penalty: 2985.698486
	Iteration 26Q: 3 clusters Score -842898.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -842905.875000 Penalty: 2985.698486
	Iteration 27Q: 3 clusters Score -842905.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -842910.562500 Penalty: 2985.698486
	Iteration 28Q: 3 clusters Score -842910.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -842918.750000 Penalty: 2985.698486
	Iteration 29Q: 3 clusters Score -842918.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -842926.625000 Penalty: 2985.698486
	Iteration 30Q: 3 clusters Score -842926.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -842932.250000 Penalty: 2985.698486
	Iteration 31Q: 3 clusters Score -842932.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -842939.187500 Penalty: 2985.698486
	Iteration 32Q: 3 clusters Score -842939.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -842943.437500 Penalty: 2985.698486
	Iteration 33Q: 3 clusters Score -842943.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -842945.750000 Penalty: 2985.698486
	Iteration 34Q: 3 clusters Score -842945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -842947.250000 Penalty: 2985.698486
	Iteration 35Q: 3 clusters Score -842947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -842951.000000 Penalty: 2985.698486
	Iteration 36Q: 3 clusters Score -842951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -842954.125000 Penalty: 2985.698486
	Iteration 37Q: 3 clusters Score -842954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -842955.187500 Penalty: 2985.698486
	Iteration 38Q: 3 clusters Score -842955.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -842957.437500 Penalty: 2985.698486
	Iteration 39Q: 3 clusters Score -842957.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -842957.437500 Penalty: 2985.698486
	Iteration 40F: 3 clusters Score -842957.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -842957.437500 Penalty: 2985.698486
	Iteration 41Q: 3 clusters Score -842957.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -842957.687500 Penalty: 2985.698486
	Iteration 42Q: 3 clusters Score -842957.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -842958.125000 Penalty: 2985.698486
	Iteration 43Q: 3 clusters Score -842958.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -842958.125000 Penalty: 2985.698486
	Iteration 44F: 3 clusters Score -842958.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -463604.812500 Penalty: 1411.105225
	Iteration 0F: 2 clusters Score -463604.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -459101.875000 Penalty: 2822.210449
	Iteration 0F: 3 clusters Score -459101.9 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -460626.562500 Penalty: 2822.210449
	Iteration 1F: 3 clusters Score -460626.6 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -461032.062500 Penalty: 2822.210449
	Iteration 2F: 3 clusters Score -461032.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -461376.062500 Penalty: 2822.210449
	Iteration 3F: 3 clusters Score -461376.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -461694.218750 Penalty: 2822.210449
	Iteration 4F: 3 clusters Score -461694.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -461949.875000 Penalty: 2822.210449
	Iteration 5F: 3 clusters Score -461949.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -462214.875000 Penalty: 2822.210449
	Iteration 6F: 3 clusters Score -462214.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -462502.625000 Penalty: 2822.210449
	Iteration 7F: 3 clusters Score -462502.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -462711.875000 Penalty: 2822.210449
	Iteration 8Q: 3 clusters Score -462711.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -462869.343750 Penalty: 2822.210449
	Iteration 9Q: 3 clusters Score -462869.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -462991.281250 Penalty: 2822.210449
	Iteration 10Q: 3 clusters Score -462991.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -463075.750000 Penalty: 2822.210449
	Iteration 11Q: 3 clusters Score -463075.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -463149.468750 Penalty: 2822.210449
	Iteration 12Q: 3 clusters Score -463149.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -463215.093750 Penalty: 2822.210449
	Iteration 13Q: 3 clusters Score -463215.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -463270.281250 Penalty: 2822.210449
	Iteration 14Q: 3 clusters Score -463270.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -463305.375000 Penalty: 2822.210449
	Iteration 15Q: 3 clusters Score -463305.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -463330.875000 Penalty: 2822.210449
	Iteration 16Q: 3 clusters Score -463330.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -463350.531250 Penalty: 2822.210449
	Iteration 17Q: 3 clusters Score -463350.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -463367.718750 Penalty: 2822.210449
	Iteration 18Q: 3 clusters Score -463367.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -463383.562500 Penalty: 2822.210449
	Iteration 19Q: 3 clusters Score -463383.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -463392.437500 Penalty: 2822.210449
	Iteration 20F: 3 clusters Score -463392.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -463402.125000 Penalty: 2822.210449
	Iteration 21Q: 3 clusters Score -463402.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -463406.531250 Penalty: 2822.210449
	Iteration 22Q: 3 clusters Score -463406.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -463411.093750 Penalty: 2822.210449
	Iteration 23Q: 3 clusters Score -463411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -463414.562500 Penalty: 2822.210449
	Iteration 24Q: 3 clusters Score -463414.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -463416.250000 Penalty: 2822.210449
	Iteration 25Q: 3 clusters Score -463416.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -463417.375000 Penalty: 2822.210449
	Iteration 26Q: 3 clusters Score -463417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -463419.031250 Penalty: 2822.210449
	Iteration 27Q: 3 clusters Score -463419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -463419.031250 Penalty: 2822.210449
	Iteration 28Q: 3 clusters Score -463419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -463419.031250 Penalty: 2822.210449
	Iteration 29Q: 3 clusters Score -463419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -463419.375000 Penalty: 2822.210449
	Iteration 30Q: 3 clusters Score -463419.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -463419.375000 Penalty: 2822.210449
	Iteration 31F: 3 clusters Score -463419.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Entering Unmasked Estep 
Score: -230548.296875 Penalty: 1296.920532
	Iteration 0F: 2 clusters Score -230548.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -227868.312500 Penalty: 2593.841064
	Iteration 0F: 3 clusters Score -227868.3 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -228652.484375 Penalty: 2593.841064
	Iteration 1F: 3 clusters Score -228652.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -228894.609375 Penalty: 2593.841064
	Iteration 2F: 3 clusters Score -228894.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -229039.578125 Penalty: 2593.841064
	Iteration 3F: 3 clusters Score -229039.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -229152.437500 Penalty: 2593.841064
	Iteration 4Q: 3 clusters Score -229152.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -229233.609375 Penalty: 2593.841064
	Iteration 5Q: 3 clusters Score -229233.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -229292.296875 Penalty: 2593.841064
	Iteration 6Q: 3 clusters Score -229292.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -229360.187500 Penalty: 2593.841064
	Iteration 7Q: 3 clusters Score -229360.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -229409.562500 Penalty: 2593.841064
	Iteration 8Q: 3 clusters Score -229409.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -229450.890625 Penalty: 2593.841064
	Iteration 9Q: 3 clusters Score -229450.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -229481.109375 Penalty: 2593.841064
	Iteration 10Q: 3 clusters Score -229481.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -229499.781250 Penalty: 2593.841064
	Iteration 11Q: 3 clusters Score -229499.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -229516.484375 Penalty: 2593.841064
	Iteration 12Q: 3 clusters Score -229516.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -229538.156250 Penalty: 2593.841064
	Iteration 13Q: 3 clusters Score -229538.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -229561.781250 Penalty: 2593.841064
	Iteration 14Q: 3 clusters Score -229561.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -229583.515625 Penalty: 2593.841064
	Iteration 15Q: 3 clusters Score -229583.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -229599.312500 Penalty: 2593.841064
	Iteration 16Q: 3 clusters Score -229599.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -229612.296875 Penalty: 2593.841064
	Iteration 17Q: 3 clusters Score -229612.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -229629.484375 Penalty: 2593.841064
	Iteration 18Q: 3 clusters Score -229629.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -229648.140625 Penalty: 2593.841064
	Iteration 19Q: 3 clusters Score -229648.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229670.031250 Penalty: 2593.841064
	Iteration 20F: 3 clusters Score -229670 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229690.781250 Penalty: 2593.841064
	Iteration 21Q: 3 clusters Score -229690.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -229707.953125 Penalty: 2593.841064
	Iteration 22Q: 3 clusters Score -229708 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -229730.625000 Penalty: 2593.841064
	Iteration 23Q: 3 clusters Score -229730.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -229756.437500 Penalty: 2593.841064
	Iteration 24Q: 3 clusters Score -229756.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -229774.093750 Penalty: 2593.841064
	Iteration 25Q: 3 clusters Score -229774.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -229790.359375 Penalty: 2593.841064
	Iteration 26Q: 3 clusters Score -229790.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -229811.812500 Penalty: 2593.841064
	Iteration 27Q: 3 clusters Score -229811.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -229831.359375 Penalty: 2593.841064
	Iteration 28Q: 3 clusters Score -229831.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -229854.703125 Penalty: 2593.841064
	Iteration 29Q: 3 clusters Score -229854.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -229883.546875 Penalty: 2593.841064
	Iteration 30Q: 3 clusters Score -229883.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -229911.828125 Penalty: 2593.841064
	Iteration 31Q: 3 clusters Score -229911.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -229943.687500 Penalty: 2593.841064
	Iteration 32Q: 3 clusters Score -229943.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -229959.656250 Penalty: 2593.841064
	Iteration 33Q: 3 clusters Score -229959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -229965.296875 Penalty: 2593.841064
	Iteration 34Q: 3 clusters Score -229965.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -229970.546875 Penalty: 2593.841064
	Iteration 35Q: 3 clusters Score -229970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -229973.843750 Penalty: 2593.841064
	Iteration 36Q: 3 clusters Score -229973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -229976.531250 Penalty: 2593.841064
	Iteration 37Q: 3 clusters Score -229976.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -229979.546875 Penalty: 2593.841064
	Iteration 38Q: 3 clusters Score -229979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -229980.906250 Penalty: 2593.841064
	Iteration 39Q: 3 clusters Score -229980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -229982.406250 Penalty: 2593.841064
	Iteration 40F: 3 clusters Score -229982.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -229983.421875 Penalty: 2593.841064
	Iteration 41Q: 3 clusters Score -229983.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -229983.421875 Penalty: 2593.841064
	Iteration 42F: 3 clusters Score -229983.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1104271.375000 Penalty: 1532.641968
	Iteration 0F: 2 clusters Score -1104271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1095508.875000 Penalty: 3065.283936
	Iteration 0F: 3 clusters Score -1095509 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1098456.000000 Penalty: 3065.283936
	Iteration 1F: 3 clusters Score -1098456 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1098829.875000 Penalty: 3065.283936
	Iteration 2F: 3 clusters Score -1098830 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1099187.875000 Penalty: 3065.283936
	Iteration 3F: 3 clusters Score -1099188 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1099518.000000 Penalty: 3065.283936
	Iteration 4F: 3 clusters Score -1099518 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1099791.000000 Penalty: 3065.283936
	Iteration 5Q: 3 clusters Score -1099791 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1100011.625000 Penalty: 3065.283936
	Iteration 6Q: 3 clusters Score -1100012 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -1100221.500000 Penalty: 3065.283936
	Iteration 7Q: 3 clusters Score -1100222 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1100383.000000 Penalty: 3065.283936
	Iteration 8Q: 3 clusters Score -1100383 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1100505.125000 Penalty: 3065.283936
	Iteration 9Q: 3 clusters Score -1100505 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1100591.875000 Penalty: 3065.283936
	Iteration 10Q: 3 clusters Score -1100592 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1100681.125000 Penalty: 3065.283936
	Iteration 11Q: 3 clusters Score -1100681 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1100768.875000 Penalty: 3065.283936
	Iteration 12Q: 3 clusters Score -1100769 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1100867.875000 Penalty: 3065.283936
	Iteration 13Q: 3 clusters Score -1100868 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1100969.625000 Penalty: 3065.283936
	Iteration 14Q: 3 clusters Score -1100970 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1101076.500000 Penalty: 3065.283936
	Iteration 15Q: 3 clusters Score -1101076 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1101186.625000 Penalty: 3065.283936
	Iteration 16Q: 3 clusters Score -1101187 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1101330.375000 Penalty: 3065.283936
	Iteration 17Q: 3 clusters Score -1101330 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1101498.875000 Penalty: 3065.283936
	Iteration 18Q: 3 clusters Score -1101499 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1101650.875000 Penalty: 3065.283936
	Iteration 19Q: 3 clusters Score -1101651 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1101825.125000 Penalty: 3065.283936
	Iteration 20F: 3 clusters Score -1101825 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1102025.250000 Penalty: 3065.283936
	Iteration 21Q: 3 clusters Score -1102025 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1102215.625000 Penalty: 3065.283936
	Iteration 22Q: 3 clusters Score -1102216 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1102370.000000 Penalty: 3065.283936
	Iteration 23Q: 3 clusters Score -1102370 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1102532.375000 Penalty: 3065.283936
	Iteration 24Q: 3 clusters Score -1102532 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1102649.500000 Penalty: 3065.283936
	Iteration 25Q: 3 clusters Score -1102650 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1102731.750000 Penalty: 3065.283936
	Iteration 26Q: 3 clusters Score -1102732 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1102794.250000 Penalty: 3065.283936
	Iteration 27Q: 3 clusters Score -1102794 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1102848.750000 Penalty: 3065.283936
	Iteration 28Q: 3 clusters Score -1102849 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1102880.375000 Penalty: 3065.283936
	Iteration 29Q: 3 clusters Score -1102880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1102901.875000 Penalty: 3065.283936
	Iteration 30Q: 3 clusters Score -1102902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1102926.500000 Penalty: 3065.283936
	Iteration 31Q: 3 clusters Score -1102926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1102948.750000 Penalty: 3065.283936
	Iteration 32Q: 3 clusters Score -1102949 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1102969.500000 Penalty: 3065.283936
	Iteration 33Q: 3 clusters Score -1102970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1102979.125000 Penalty: 3065.283936
	Iteration 34Q: 3 clusters Score -1102979 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1102988.625000 Penalty: 3065.283936
	Iteration 35Q: 3 clusters Score -1102989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1102994.250000 Penalty: 3065.283936
	Iteration 36Q: 3 clusters Score -1102994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1102997.000000 Penalty: 3065.283936
	Iteration 37Q: 3 clusters Score -1102997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1102997.500000 Penalty: 3065.283936
	Iteration 38Q: 3 clusters Score -1102998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1103000.750000 Penalty: 3065.283936
	Iteration 39Q: 3 clusters Score -1103001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1103001.000000 Penalty: 3065.283936
	Iteration 40F: 3 clusters Score -1103001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -131376.328125 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -131376.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -129524.656250 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -129524.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -129979.703125 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -129979.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -130099.601562 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -130099.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130180.882812 Penalty: 2400.401611
	Iteration 3Q: 3 clusters Score -130180.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -130258.195312 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -130258.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -130338.296875 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -130338.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -130411.968750 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -130412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -130485.656250 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -130485.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -130557.406250 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -130557.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130610.960938 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -130611 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -130659.773438 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -130659.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -130693.687500 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -130693.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -130718.664062 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -130718.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -130734.562500 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -130734.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -130755.125000 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -130755.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -130767.367188 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -130767.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -130775.140625 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -130775.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -130785.882812 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -130785.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130793.812500 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -130793.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -130803.796875 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -130803.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -130809.320312 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -130809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -130816.015625 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -130816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130820.125000 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -130820.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130823.367188 Penalty: 2400.401611
	Iteration 23Q: 3 clusters Score -130823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -130824.179688 Penalty: 2400.401611
	Iteration 24Q: 3 clusters Score -130824.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -130825.296875 Penalty: 2400.401611
	Iteration 25Q: 3 clusters Score -130825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130826.890625 Penalty: 2400.401611
	Iteration 26Q: 3 clusters Score -130826.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130827.632812 Penalty: 2400.401611
	Iteration 27Q: 3 clusters Score -130827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -130828.343750 Penalty: 2400.401611
	Iteration 28Q: 3 clusters Score -130828.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -130830.273438 Penalty: 2400.401611
	Iteration 29Q: 3 clusters Score -130830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -130831.539062 Penalty: 2400.401611
	Iteration 30Q: 3 clusters Score -130831.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -130836.015625 Penalty: 2400.401611
	Iteration 31Q: 3 clusters Score -130836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130838.632812 Penalty: 2400.401611
	Iteration 32Q: 3 clusters Score -130838.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -130839.039062 Penalty: 2400.401611
	Iteration 33Q: 3 clusters Score -130839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -130839.984375 Penalty: 2400.401611
	Iteration 34Q: 3 clusters Score -130840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -130840.578125 Penalty: 2400.401611
	Iteration 35Q: 3 clusters Score -130840.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130842.414062 Penalty: 2400.401611
	Iteration 36Q: 3 clusters Score -130842.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130842.984375 Penalty: 2400.401611
	Iteration 37Q: 3 clusters Score -130843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -130842.984375 Penalty: 2400.401611
	Iteration 38F: 3 clusters Score -130843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -277843.437500 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -277843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -275048.937500 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -275048.9 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -275721.750000 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -275721.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -275872.062500 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -275872.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -275956.593750 Penalty: 2618.853516
	Iteration 3Q: 3 clusters Score -275956.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -276019.468750 Penalty: 2618.853516
	Iteration 4Q: 3 clusters Score -276019.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -276060.437500 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -276060.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -276088.781250 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -276088.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -276103.375000 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -276103.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -276115.843750 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -276115.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -276128.062500 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -276128.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -276137.906250 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -276137.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -276144.656250 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -276144.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -276152.656250 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -276152.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -276165.343750 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -276165.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -276184.000000 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -276184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -276207.562500 Penalty: 2618.853516
	Iteration 15Q: 3 clusters Score -276207.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -276236.812500 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -276236.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -276275.843750 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -276275.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -276322.687500 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -276322.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -276380.750000 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -276380.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -276443.906250 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -276443.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -276492.781250 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -276492.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -276557.625000 Penalty: 2618.853516
	Iteration 22Q: 3 clusters Score -276557.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -276630.093750 Penalty: 2618.853516
	Iteration 23Q: 3 clusters Score -276630.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -276678.750000 Penalty: 2618.853516
	Iteration 24Q: 3 clusters Score -276678.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -276708.250000 Penalty: 2618.853516
	Iteration 25Q: 3 clusters Score -276708.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -276735.531250 Penalty: 2618.853516
	Iteration 26Q: 3 clusters Score -276735.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -276763.218750 Penalty: 2618.853516
	Iteration 27Q: 3 clusters Score -276763.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -276782.593750 Penalty: 2618.853516
	Iteration 28Q: 3 clusters Score -276782.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -276801.718750 Penalty: 2618.853516
	Iteration 29Q: 3 clusters Score -276801.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -276814.718750 Penalty: 2618.853516
	Iteration 30Q: 3 clusters Score -276814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -276824.031250 Penalty: 2618.853516
	Iteration 31Q: 3 clusters Score -276824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -276836.843750 Penalty: 2618.853516
	Iteration 32Q: 3 clusters Score -276836.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -276847.718750 Penalty: 2618.853516
	Iteration 33Q: 3 clusters Score -276847.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -276855.562500 Penalty: 2618.853516
	Iteration 34Q: 3 clusters Score -276855.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -276862.156250 Penalty: 2618.853516
	Iteration 35Q: 3 clusters Score -276862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -276867.437500 Penalty: 2618.853516
	Iteration 36Q: 3 clusters Score -276867.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -276874.562500 Penalty: 2618.853516
	Iteration 37Q: 3 clusters Score -276874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -276880.593750 Penalty: 2618.853516
	Iteration 38Q: 3 clusters Score -276880.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -276891.218750 Penalty: 2618.853516
	Iteration 39Q: 3 clusters Score -276891.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -276901.187500 Penalty: 2618.853516
	Iteration 40F: 3 clusters Score -276901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -276908.625000 Penalty: 2618.853516
	Iteration 41Q: 3 clusters Score -276908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -276912.406250 Penalty: 2618.853516
	Iteration 42Q: 3 clusters Score -276912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -276914.500000 Penalty: 2618.853516
	Iteration 43Q: 3 clusters Score -276914.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -276915.062500 Penalty: 2618.853516
	Iteration 44Q: 3 clusters Score -276915.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -276915.656250 Penalty: 2618.853516
	Iteration 45Q: 3 clusters Score -276915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -276916.312500 Penalty: 2618.853516
	Iteration 46Q: 3 clusters Score -276916.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -276916.718750 Penalty: 2618.853516
	Iteration 47Q: 3 clusters Score -276916.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -276918.343750 Penalty: 2618.853516
	Iteration 48Q: 3 clusters Score -276918.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -276919.937500 Penalty: 2618.853516
	Iteration 49Q: 3 clusters Score -276919.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -276920.968750 Penalty: 2618.853516
	Iteration 50Q: 3 clusters Score -276921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -276920.968750 Penalty: 2618.853516
	Iteration 51F: 3 clusters Score -276921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40120 members 
Entering Unmasked Estep 
Score: -3581182.750000 Penalty: 1722.439941
	Iteration 0F: 2 clusters Score -3581183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -3554427.250000 Penalty: 3444.879883
	Iteration 0F: 3 clusters Score -3554427 nChanged 18597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -3564767.750000 Penalty: 3444.879883
	Iteration 1F: 3 clusters Score -3564768 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -3565260.250000 Penalty: 3444.879883
	Iteration 2Q: 3 clusters Score -3565260 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -3565818.000000 Penalty: 3444.879883
	Iteration 3Q: 3 clusters Score -3565818 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -3566576.500000 Penalty: 3444.879883
	Iteration 4Q: 3 clusters Score -3566576 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -3567613.250000 Penalty: 3444.879883
	Iteration 5F: 3 clusters Score -3567613 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -3569007.750000 Penalty: 3444.879883
	Iteration 6F: 3 clusters Score -3569008 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3570629.000000 Penalty: 3444.879883
	Iteration 7F: 3 clusters Score -3570629 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3572206.750000 Penalty: 3444.879883
	Iteration 8F: 3 clusters Score -3572207 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3573630.500000 Penalty: 3444.879883
	Iteration 9F: 3 clusters Score -3573630 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 31814 members 
Entering Unmasked Estep 
Score: -3574790.000000 Penalty: 3444.879883
	Iteration 10Q: 3 clusters Score -3574790 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -3575735.750000 Penalty: 3444.879883
	Iteration 11Q: 3 clusters Score -3575736 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 34489 members 
Entering Unmasked Estep 
Score: -3576505.250000 Penalty: 3444.879883
	Iteration 12Q: 3 clusters Score -3576505 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -3577194.500000 Penalty: 3444.879883
	Iteration 13Q: 3 clusters Score -3577194 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 36447 members 
Entering Unmasked Estep 
Score: -3577781.250000 Penalty: 3444.879883
	Iteration 14Q: 3 clusters Score -3577781 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 37195 members 
Entering Unmasked Estep 
Score: -3578272.750000 Penalty: 3444.879883
	Iteration 15Q: 3 clusters Score -3578273 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 37750 members 
Entering Unmasked Estep 
Score: -3578685.000000 Penalty: 3444.879883
	Iteration 16Q: 3 clusters Score -3578685 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -3579070.250000 Penalty: 3444.879883
	Iteration 17Q: 3 clusters Score -3579070 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 38429 members 
Entering Unmasked Estep 
Score: -3579310.250000 Penalty: 3444.879883
	Iteration 18Q: 3 clusters Score -3579310 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
Score: -3579468.750000 Penalty: 3444.879883
	Iteration 19Q: 3 clusters Score -3579469 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -3579590.000000 Penalty: 3444.879883
	Iteration 20F: 3 clusters Score -3579590 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -3579675.750000 Penalty: 3444.879883
	Iteration 21Q: 3 clusters Score -3579676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -3579723.000000 Penalty: 3444.879883
	Iteration 22Q: 3 clusters Score -3579723 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 38860 members 
Entering Unmasked Estep 
Score: -3579772.500000 Penalty: 3444.879883
	Iteration 23Q: 3 clusters Score -3579772 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -3579793.250000 Penalty: 3444.879883
	Iteration 24Q: 3 clusters Score -3579793 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -3579808.750000 Penalty: 3444.879883
	Iteration 25Q: 3 clusters Score -3579809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -3579815.500000 Penalty: 3444.879883
	Iteration 26Q: 3 clusters Score -3579816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -3579820.750000 Penalty: 3444.879883
	Iteration 27Q: 3 clusters Score -3579821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -3579823.000000 Penalty: 3444.879883
	Iteration 28Q: 3 clusters Score -3579823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -3579832.000000 Penalty: 3444.879883
	Iteration 29Q: 3 clusters Score -3579832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -3579841.750000 Penalty: 3444.879883
	Iteration 30Q: 3 clusters Score -3579842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -3579843.000000 Penalty: 3444.879883
	Iteration 31Q: 3 clusters Score -3579843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 38992 members 
Entering Unmasked Estep 
Score: -3579845.250000 Penalty: 3444.879883
	Iteration 32Q: 3 clusters Score -3579845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -3579844.750000 Penalty: 3444.879883
	Iteration 33Q: 3 clusters Score -3579845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 38997 members 
Entering Unmasked Estep 
Score: -3579847.500000 Penalty: 3444.879883
	Iteration 34Q: 3 clusters Score -3579848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 39002 members 
Entering Unmasked Estep 
Score: -3579851.250000 Penalty: 3444.879883
	Iteration 35Q: 3 clusters Score -3579851 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -3579854.250000 Penalty: 3444.879883
	Iteration 36Q: 3 clusters Score -3579854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -3579858.250000 Penalty: 3444.879883
	Iteration 37Q: 3 clusters Score -3579858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -3579865.750000 Penalty: 3444.879883
	Iteration 38Q: 3 clusters Score -3579866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -3579868.250000 Penalty: 3444.879883
	Iteration 39Q: 3 clusters Score -3579868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -3579859.250000 Penalty: 3444.879883
	Iteration 40F: 3 clusters Score -3579859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 39042 members 
Entering Unmasked Estep 
Score: -3579857.250000 Penalty: 3444.879883
	Iteration 41Q: 3 clusters Score -3579857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 39043 members 
Entering Unmasked Estep 
Score: -3579857.500000 Penalty: 3444.879883
	Iteration 42Q: 3 clusters Score -3579858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -3579859.250000 Penalty: 3444.879883
	Iteration 43Q: 3 clusters Score -3579859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3579856.750000 Penalty: 3444.879883
	Iteration 44Q: 3 clusters Score -3579857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -3579862.250000 Penalty: 3444.879883
	Iteration 45Q: 3 clusters Score -3579862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 39059 members 
Entering Unmasked Estep 
Score: -3579870.000000 Penalty: 3444.879883
	Iteration 46Q: 3 clusters Score -3579870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 39068 members 
Entering Unmasked Estep 
Score: -3579873.500000 Penalty: 3444.879883
	Iteration 47Q: 3 clusters Score -3579874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -3579878.500000 Penalty: 3444.879883
	Iteration 48Q: 3 clusters Score -3579878 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -3579879.250000 Penalty: 3444.879883
	Iteration 49Q: 3 clusters Score -3579879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -3579876.750000 Penalty: 3444.879883
	Iteration 50Q: 3 clusters Score -3579877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -3579887.500000 Penalty: 3444.879883
	Iteration 51Q: 3 clusters Score -3579888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 39086 members 
Entering Unmasked Estep 
Score: -3579896.000000 Penalty: 3444.879883
	Iteration 52Q: 3 clusters Score -3579896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -3579895.750000 Penalty: 3444.879883
	Iteration 53Q: 3 clusters Score -3579896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -3579893.500000 Penalty: 3444.879883
	Iteration 54Q: 3 clusters Score -3579894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -3579897.750000 Penalty: 3444.879883
	Iteration 55Q: 3 clusters Score -3579898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 39109 members 
Entering Unmasked Estep 
Score: -3579895.500000 Penalty: 3444.879883
	Iteration 56Q: 3 clusters Score -3579896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -3579899.500000 Penalty: 3444.879883
	Iteration 57Q: 3 clusters Score -3579900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -3579900.250000 Penalty: 3444.879883
	Iteration 58Q: 3 clusters Score -3579900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -3579903.000000 Penalty: 3444.879883
	Iteration 59Q: 3 clusters Score -3579903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -3579904.250000 Penalty: 3444.879883
	Iteration 60F: 3 clusters Score -3579904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -3579904.750000 Penalty: 3444.879883
	Iteration 61Q: 3 clusters Score -3579905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 39112 members 
Entering Unmasked Estep 
Score: -3579904.750000 Penalty: 3444.879883
	Iteration 62F: 3 clusters Score -3579905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Entering Unmasked Estep 
Score: -1051789.500000 Penalty: 1523.782837
	Iteration 0F: 2 clusters Score -1051790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1043477.125000 Penalty: 3047.565674
	Iteration 0F: 3 clusters Score -1043477 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1046178.812500 Penalty: 3047.565674
	Iteration 1F: 3 clusters Score -1046179 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1046695.125000 Penalty: 3047.565674
	Iteration 2F: 3 clusters Score -1046695 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1047306.625000 Penalty: 3047.565674
	Iteration 3F: 3 clusters Score -1047307 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1047937.000000 Penalty: 3047.565674
	Iteration 4F: 3 clusters Score -1047937 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1048570.562500 Penalty: 3047.565674
	Iteration 5F: 3 clusters Score -1048571 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1049162.000000 Penalty: 3047.565674
	Iteration 6F: 3 clusters Score -1049162 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1049713.875000 Penalty: 3047.565674
	Iteration 7F: 3 clusters Score -1049714 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1050126.000000 Penalty: 3047.565674
	Iteration 8F: 3 clusters Score -1050126 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1050406.875000 Penalty: 3047.565674
	Iteration 9Q: 3 clusters Score -1050407 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1050621.375000 Penalty: 3047.565674
	Iteration 10Q: 3 clusters Score -1050621 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1050804.750000 Penalty: 3047.565674
	Iteration 11Q: 3 clusters Score -1050805 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1050969.000000 Penalty: 3047.565674
	Iteration 12Q: 3 clusters Score -1050969 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1051093.375000 Penalty: 3047.565674
	Iteration 13Q: 3 clusters Score -1051093 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1051190.875000 Penalty: 3047.565674
	Iteration 14Q: 3 clusters Score -1051191 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1051267.875000 Penalty: 3047.565674
	Iteration 15Q: 3 clusters Score -1051268 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1051307.250000 Penalty: 3047.565674
	Iteration 16Q: 3 clusters Score -1051307 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1051337.125000 Penalty: 3047.565674
	Iteration 17Q: 3 clusters Score -1051337 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1051353.250000 Penalty: 3047.565674
	Iteration 18Q: 3 clusters Score -1051353 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1051363.250000 Penalty: 3047.565674
	Iteration 19Q: 3 clusters Score -1051363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1051376.000000 Penalty: 3047.565674
	Iteration 20F: 3 clusters Score -1051376 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1051377.125000 Penalty: 3047.565674
	Iteration 21Q: 3 clusters Score -1051377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1051379.625000 Penalty: 3047.565674
	Iteration 22Q: 3 clusters Score -1051380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1051381.375000 Penalty: 3047.565674
	Iteration 23Q: 3 clusters Score -1051381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1051382.250000 Penalty: 3047.565674
	Iteration 24Q: 3 clusters Score -1051382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1051382.375000 Penalty: 3047.565674
	Iteration 25Q: 3 clusters Score -1051382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1051381.625000 Penalty: 3047.565674
	Iteration 26Q: 3 clusters Score -1051382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1051382.375000 Penalty: 3047.565674
	Iteration 27Q: 3 clusters Score -1051382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1051382.375000 Penalty: 3047.565674
	Iteration 28F: 3 clusters Score -1051382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Entering Unmasked Estep 
Score: -1023327.375000 Penalty: 1523.217896
	Iteration 0F: 2 clusters Score -1023327 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1015072.375000 Penalty: 3046.435791
	Iteration 0F: 3 clusters Score -1015072 nChanged 5078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1018196.375000 Penalty: 3046.435791
	Iteration 1F: 3 clusters Score -1018196 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1018812.500000 Penalty: 3046.435791
	Iteration 2F: 3 clusters Score -1018812 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1019516.687500 Penalty: 3046.435791
	Iteration 3F: 3 clusters Score -1019517 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1020235.812500 Penalty: 3046.435791
	Iteration 4F: 3 clusters Score -1020236 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1020825.875000 Penalty: 3046.435791
	Iteration 5F: 3 clusters Score -1020826 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1021235.750000 Penalty: 3046.435791
	Iteration 6F: 3 clusters Score -1021236 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1021549.750000 Penalty: 3046.435791
	Iteration 7Q: 3 clusters Score -1021550 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1021749.750000 Penalty: 3046.435791
	Iteration 8Q: 3 clusters Score -1021750 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -1021858.750000 Penalty: 3046.435791
	Iteration 9Q: 3 clusters Score -1021859 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1021925.125000 Penalty: 3046.435791
	Iteration 10Q: 3 clusters Score -1021925 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -1021961.937500 Penalty: 3046.435791
	Iteration 11Q: 3 clusters Score -1021962 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1021984.750000 Penalty: 3046.435791
	Iteration 12Q: 3 clusters Score -1021985 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1022004.375000 Penalty: 3046.435791
	Iteration 13Q: 3 clusters Score -1022004 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1022025.062500 Penalty: 3046.435791
	Iteration 14Q: 3 clusters Score -1022025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -1022044.562500 Penalty: 3046.435791
	Iteration 15Q: 3 clusters Score -1022045 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1022070.000000 Penalty: 3046.435791
	Iteration 16Q: 3 clusters Score -1022070 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -1022091.750000 Penalty: 3046.435791
	Iteration 17Q: 3 clusters Score -1022092 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1022117.062500 Penalty: 3046.435791
	Iteration 18Q: 3 clusters Score -1022117 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1022159.750000 Penalty: 3046.435791
	Iteration 19Q: 3 clusters Score -1022160 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1022210.312500 Penalty: 3046.435791
	Iteration 20F: 3 clusters Score -1022210 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1022260.812500 Penalty: 3046.435791
	Iteration 21Q: 3 clusters Score -1022261 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1022333.937500 Penalty: 3046.435791
	Iteration 22Q: 3 clusters Score -1022334 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1022412.625000 Penalty: 3046.435791
	Iteration 23Q: 3 clusters Score -1022413 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1022490.687500 Penalty: 3046.435791
	Iteration 24Q: 3 clusters Score -1022491 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1022543.500000 Penalty: 3046.435791
	Iteration 25Q: 3 clusters Score -1022544 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -1022576.750000 Penalty: 3046.435791
	Iteration 26Q: 3 clusters Score -1022577 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1022606.187500 Penalty: 3046.435791
	Iteration 27Q: 3 clusters Score -1022606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1022628.125000 Penalty: 3046.435791
	Iteration 28Q: 3 clusters Score -1022628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -1022651.187500 Penalty: 3046.435791
	Iteration 29Q: 3 clusters Score -1022651 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1022664.000000 Penalty: 3046.435791
	Iteration 30Q: 3 clusters Score -1022664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1022676.875000 Penalty: 3046.435791
	Iteration 31Q: 3 clusters Score -1022677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1022686.625000 Penalty: 3046.435791
	Iteration 32Q: 3 clusters Score -1022687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1022691.000000 Penalty: 3046.435791
	Iteration 33Q: 3 clusters Score -1022691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1022692.875000 Penalty: 3046.435791
	Iteration 34Q: 3 clusters Score -1022693 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1022698.125000 Penalty: 3046.435791
	Iteration 35Q: 3 clusters Score -1022698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1022699.125000 Penalty: 3046.435791
	Iteration 36Q: 3 clusters Score -1022699 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1022701.375000 Penalty: 3046.435791
	Iteration 37Q: 3 clusters Score -1022701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1022703.187500 Penalty: 3046.435791
	Iteration 38Q: 3 clusters Score -1022703 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1022703.625000 Penalty: 3046.435791
	Iteration 39Q: 3 clusters Score -1022704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1022702.375000 Penalty: 3046.435791
	Iteration 40F: 3 clusters Score -1022702 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1022704.312500 Penalty: 3046.435791
	Iteration 41Q: 3 clusters Score -1022704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1022704.375000 Penalty: 3046.435791
	Iteration 42Q: 3 clusters Score -1022704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1022704.062500 Penalty: 3046.435791
	Iteration 43Q: 3 clusters Score -1022704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1022708.000000 Penalty: 3046.435791
	Iteration 44Q: 3 clusters Score -1022708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1022707.625000 Penalty: 3046.435791
	Iteration 45Q: 3 clusters Score -1022708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1022708.125000 Penalty: 3046.435791
	Iteration 46Q: 3 clusters Score -1022708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1022707.687500 Penalty: 3046.435791
	Iteration 47Q: 3 clusters Score -1022708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1022708.312500 Penalty: 3046.435791
	Iteration 48Q: 3 clusters Score -1022708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1022708.312500 Penalty: 3046.435791
	Iteration 49F: 3 clusters Score -1022708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Entering Unmasked Estep 
Score: -3232388.250000 Penalty: 1707.974731
	Iteration 0F: 2 clusters Score -3232388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -3207932.500000 Penalty: 3415.949463
	Iteration 0F: 3 clusters Score -3207932 nChanged 17030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -3217732.000000 Penalty: 3415.949463
	Iteration 1F: 3 clusters Score -3217732 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3218466.250000 Penalty: 3415.949463
	Iteration 2Q: 3 clusters Score -3218466 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -3219472.750000 Penalty: 3415.949463
	Iteration 3F: 3 clusters Score -3219473 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -3220836.750000 Penalty: 3415.949463
	Iteration 4F: 3 clusters Score -3220837 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 23955 members 
Entering Unmasked Estep 
Score: -3222547.750000 Penalty: 3415.949463
	Iteration 5F: 3 clusters Score -3222548 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -3224391.500000 Penalty: 3415.949463
	Iteration 6F: 3 clusters Score -3224392 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -3226030.500000 Penalty: 3415.949463
	Iteration 7F: 3 clusters Score -3226030 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3227118.000000 Penalty: 3415.949463
	Iteration 8Q: 3 clusters Score -3227118 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 28512 members 
Entering Unmasked Estep 
Score: -3227779.750000 Penalty: 3415.949463
	Iteration 9Q: 3 clusters Score -3227780 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -3228187.250000 Penalty: 3415.949463
	Iteration 10Q: 3 clusters Score -3228187 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -3228484.750000 Penalty: 3415.949463
	Iteration 11Q: 3 clusters Score -3228485 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3228776.750000 Penalty: 3415.949463
	Iteration 12Q: 3 clusters Score -3228777 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -3229021.500000 Penalty: 3415.949463
	Iteration 13Q: 3 clusters Score -3229022 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -3229250.000000 Penalty: 3415.949463
	Iteration 14Q: 3 clusters Score -3229250 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -3229481.750000 Penalty: 3415.949463
	Iteration 15Q: 3 clusters Score -3229482 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 32508 members 
Entering Unmasked Estep 
Score: -3229683.500000 Penalty: 3415.949463
	Iteration 16Q: 3 clusters Score -3229684 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -3229863.750000 Penalty: 3415.949463
	Iteration 17Q: 3 clusters Score -3229864 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3230056.000000 Penalty: 3415.949463
	Iteration 18Q: 3 clusters Score -3230056 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 33645 members 
Entering Unmasked Estep 
Score: -3230218.750000 Penalty: 3415.949463
	Iteration 19Q: 3 clusters Score -3230219 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -3230361.250000 Penalty: 3415.949463
	Iteration 20F: 3 clusters Score -3230361 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -3230470.250000 Penalty: 3415.949463
	Iteration 21Q: 3 clusters Score -3230470 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -3230540.500000 Penalty: 3415.949463
	Iteration 22Q: 3 clusters Score -3230540 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -3230604.250000 Penalty: 3415.949463
	Iteration 23Q: 3 clusters Score -3230604 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -3230655.000000 Penalty: 3415.949463
	Iteration 24Q: 3 clusters Score -3230655 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 34864 members 
Entering Unmasked Estep 
Score: -3230696.000000 Penalty: 3415.949463
	Iteration 25Q: 3 clusters Score -3230696 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 34970 members 
Entering Unmasked Estep 
Score: -3230736.750000 Penalty: 3415.949463
	Iteration 26Q: 3 clusters Score -3230737 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -3230776.500000 Penalty: 3415.949463
	Iteration 27Q: 3 clusters Score -3230776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -3230799.000000 Penalty: 3415.949463
	Iteration 28Q: 3 clusters Score -3230799 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 35182 members 
Entering Unmasked Estep 
Score: -3230820.000000 Penalty: 3415.949463
	Iteration 29Q: 3 clusters Score -3230820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 35227 members 
Entering Unmasked Estep 
Score: -3230825.750000 Penalty: 3415.949463
	Iteration 30Q: 3 clusters Score -3230826 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3230846.750000 Penalty: 3415.949463
	Iteration 31Q: 3 clusters Score -3230847 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3230849.750000 Penalty: 3415.949463
	Iteration 32Q: 3 clusters Score -3230850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 35318 members 
Entering Unmasked Estep 
Score: -3230866.750000 Penalty: 3415.949463
	Iteration 33Q: 3 clusters Score -3230867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -3230863.250000 Penalty: 3415.949463
	Iteration 34Q: 3 clusters Score -3230863 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -3230867.000000 Penalty: 3415.949463
	Iteration 35Q: 3 clusters Score -3230867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -3230877.500000 Penalty: 3415.949463
	Iteration 36Q: 3 clusters Score -3230878 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -3230885.000000 Penalty: 3415.949463
	Iteration 37Q: 3 clusters Score -3230885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -3230888.500000 Penalty: 3415.949463
	Iteration 38Q: 3 clusters Score -3230888 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 35459 members 
Entering Unmasked Estep 
Score: -3230891.250000 Penalty: 3415.949463
	Iteration 39Q: 3 clusters Score -3230891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -3230900.500000 Penalty: 3415.949463
	Iteration 40F: 3 clusters Score -3230900 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -3230904.500000 Penalty: 3415.949463
	Iteration 41Q: 3 clusters Score -3230904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -3230915.250000 Penalty: 3415.949463
	Iteration 42Q: 3 clusters Score -3230915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -3230919.500000 Penalty: 3415.949463
	Iteration 43Q: 3 clusters Score -3230920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -3230927.000000 Penalty: 3415.949463
	Iteration 44Q: 3 clusters Score -3230927 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -3230927.000000 Penalty: 3415.949463
	Iteration 45Q: 3 clusters Score -3230927 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 35604 members 
Entering Unmasked Estep 
Score: -3230938.250000 Penalty: 3415.949463
	Iteration 46Q: 3 clusters Score -3230938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -3230952.250000 Penalty: 3415.949463
	Iteration 47Q: 3 clusters Score -3230952 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3230961.500000 Penalty: 3415.949463
	Iteration 48Q: 3 clusters Score -3230962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -3230954.000000 Penalty: 3415.949463
	Iteration 49Q: 3 clusters Score -3230954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -3230962.500000 Penalty: 3415.949463
	Iteration 50Q: 3 clusters Score -3230962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -3230969.250000 Penalty: 3415.949463
	Iteration 51Q: 3 clusters Score -3230969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -3230971.750000 Penalty: 3415.949463
	Iteration 52Q: 3 clusters Score -3230972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -3230977.500000 Penalty: 3415.949463
	Iteration 53Q: 3 clusters Score -3230978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -3230981.500000 Penalty: 3415.949463
	Iteration 54Q: 3 clusters Score -3230982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3230982.000000 Penalty: 3415.949463
	Iteration 55Q: 3 clusters Score -3230982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -3230983.250000 Penalty: 3415.949463
	Iteration 56Q: 3 clusters Score -3230983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -3230981.500000 Penalty: 3415.949463
	Iteration 57Q: 3 clusters Score -3230982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -3230981.750000 Penalty: 3415.949463
	Iteration 58Q: 3 clusters Score -3230982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -3230984.750000 Penalty: 3415.949463
	Iteration 59Q: 3 clusters Score -3230985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -3230987.250000 Penalty: 3415.949463
	Iteration 60F: 3 clusters Score -3230987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -3230991.000000 Penalty: 3415.949463
	Iteration 61Q: 3 clusters Score -3230991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -3230996.500000 Penalty: 3415.949463
	Iteration 62Q: 3 clusters Score -3230996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3230997.750000 Penalty: 3415.949463
	Iteration 63Q: 3 clusters Score -3230998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -3230996.000000 Penalty: 3415.949463
	Iteration 64Q: 3 clusters Score -3230996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 35742 members 
Entering Unmasked Estep 
Score: -3230992.750000 Penalty: 3415.949463
	Iteration 65Q: 3 clusters Score -3230993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3230994.500000 Penalty: 3415.949463
	Iteration 66Q: 3 clusters Score -3230994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -3230995.500000 Penalty: 3415.949463
	Iteration 67Q: 3 clusters Score -3230996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -3230995.000000 Penalty: 3415.949463
	Iteration 68Q: 3 clusters Score -3230995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -3230995.000000 Penalty: 3415.949463
	Iteration 69F: 3 clusters Score -3230995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Entering Unmasked Estep 
Score: -1594387.125000 Penalty: 1592.916260
	Iteration 0F: 2 clusters Score -1594387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1582086.125000 Penalty: 3185.832520
	Iteration 0F: 3 clusters Score -1582086 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1587067.500000 Penalty: 3185.832520
	Iteration 1F: 3 clusters Score -1587068 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1588030.125000 Penalty: 3185.832520
	Iteration 2F: 3 clusters Score -1588030 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1588975.625000 Penalty: 3185.832520
	Iteration 3F: 3 clusters Score -1588976 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1589719.125000 Penalty: 3185.832520
	Iteration 4F: 3 clusters Score -1589719 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -1590343.875000 Penalty: 3185.832520
	Iteration 5F: 3 clusters Score -1590344 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1590793.250000 Penalty: 3185.832520
	Iteration 6Q: 3 clusters Score -1590793 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1591156.750000 Penalty: 3185.832520
	Iteration 7Q: 3 clusters Score -1591157 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1591458.000000 Penalty: 3185.832520
	Iteration 8Q: 3 clusters Score -1591458 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1591708.375000 Penalty: 3185.832520
	Iteration 9Q: 3 clusters Score -1591708 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1591890.625000 Penalty: 3185.832520
	Iteration 10Q: 3 clusters Score -1591891 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1592039.375000 Penalty: 3185.832520
	Iteration 11Q: 3 clusters Score -1592039 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1592165.875000 Penalty: 3185.832520
	Iteration 12Q: 3 clusters Score -1592166 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1592274.750000 Penalty: 3185.832520
	Iteration 13Q: 3 clusters Score -1592275 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1592362.250000 Penalty: 3185.832520
	Iteration 14Q: 3 clusters Score -1592362 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1592431.000000 Penalty: 3185.832520
	Iteration 15Q: 3 clusters Score -1592431 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1592503.250000 Penalty: 3185.832520
	Iteration 16Q: 3 clusters Score -1592503 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1592572.875000 Penalty: 3185.832520
	Iteration 17Q: 3 clusters Score -1592573 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1592648.875000 Penalty: 3185.832520
	Iteration 18Q: 3 clusters Score -1592649 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1592738.875000 Penalty: 3185.832520
	Iteration 19Q: 3 clusters Score -1592739 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -1592839.000000 Penalty: 3185.832520
	Iteration 20F: 3 clusters Score -1592839 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1592931.375000 Penalty: 3185.832520
	Iteration 21Q: 3 clusters Score -1592931 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1593025.625000 Penalty: 3185.832520
	Iteration 22Q: 3 clusters Score -1593026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1593123.625000 Penalty: 3185.832520
	Iteration 23Q: 3 clusters Score -1593124 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1593215.250000 Penalty: 3185.832520
	Iteration 24Q: 3 clusters Score -1593215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1593292.250000 Penalty: 3185.832520
	Iteration 25Q: 3 clusters Score -1593292 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1593367.875000 Penalty: 3185.832520
	Iteration 26Q: 3 clusters Score -1593368 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1593421.750000 Penalty: 3185.832520
	Iteration 27Q: 3 clusters Score -1593422 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1593466.000000 Penalty: 3185.832520
	Iteration 28Q: 3 clusters Score -1593466 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1593505.625000 Penalty: 3185.832520
	Iteration 29Q: 3 clusters Score -1593506 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1593536.750000 Penalty: 3185.832520
	Iteration 30Q: 3 clusters Score -1593537 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16461 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1593557.875000 Penalty: 3185.832520
	Iteration 31Q: 3 clusters Score -1593558 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1593580.625000 Penalty: 3185.832520
	Iteration 32Q: 3 clusters Score -1593581 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1593604.125000 Penalty: 3185.832520
	Iteration 33Q: 3 clusters Score -1593604 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1593624.750000 Penalty: 3185.832520
	Iteration 34Q: 3 clusters Score -1593625 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1593640.875000 Penalty: 3185.832520
	Iteration 35Q: 3 clusters Score -1593641 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1593653.375000 Penalty: 3185.832520
	Iteration 36Q: 3 clusters Score -1593653 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16739 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1593662.625000 Penalty: 3185.832520
	Iteration 37Q: 3 clusters Score -1593663 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1593673.250000 Penalty: 3185.832520
	Iteration 38Q: 3 clusters Score -1593673 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1593679.500000 Penalty: 3185.832520
	Iteration 39Q: 3 clusters Score -1593680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1593688.500000 Penalty: 3185.832520
	Iteration 40F: 3 clusters Score -1593688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1593695.125000 Penalty: 3185.832520
	Iteration 41Q: 3 clusters Score -1593695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1593703.750000 Penalty: 3185.832520
	Iteration 42Q: 3 clusters Score -1593704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1593708.750000 Penalty: 3185.832520
	Iteration 43Q: 3 clusters Score -1593709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1593709.375000 Penalty: 3185.832520
	Iteration 44Q: 3 clusters Score -1593709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1593709.625000 Penalty: 3185.832520
	Iteration 45Q: 3 clusters Score -1593710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1593709.000000 Penalty: 3185.832520
	Iteration 46Q: 3 clusters Score -1593709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1593708.250000 Penalty: 3185.832520
	Iteration 47Q: 3 clusters Score -1593708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1593708.750000 Penalty: 3185.832520
	Iteration 48Q: 3 clusters Score -1593709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1593708.500000 Penalty: 3185.832520
	Iteration 49Q: 3 clusters Score -1593708 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1593708.500000 Penalty: 3185.832520
	Iteration 50F: 3 clusters Score -1593708 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Entering Unmasked Estep 
Score: -3228338.750000 Penalty: 1706.560669
	Iteration 0F: 2 clusters Score -3228339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3203873.750000 Penalty: 3413.121338
	Iteration 0F: 3 clusters Score -3203874 nChanged 16932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -3213686.250000 Penalty: 3413.121338
	Iteration 1F: 3 clusters Score -3213686 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -3214349.500000 Penalty: 3413.121338
	Iteration 2Q: 3 clusters Score -3214350 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -3215265.250000 Penalty: 3413.121338
	Iteration 3F: 3 clusters Score -3215265 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -3216589.750000 Penalty: 3413.121338
	Iteration 4F: 3 clusters Score -3216590 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -3218499.750000 Penalty: 3413.121338
	Iteration 5F: 3 clusters Score -3218500 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -3220758.500000 Penalty: 3413.121338
	Iteration 6F: 3 clusters Score -3220758 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 31834 members 
Entering Unmasked Estep 
Score: -3222939.000000 Penalty: 3413.121338
	Iteration 7F: 3 clusters Score -3222939 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -3224549.250000 Penalty: 3413.121338
	Iteration 8Q: 3 clusters Score -3224549 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 34593 members 
Entering Unmasked Estep 
Score: -3225554.000000 Penalty: 3413.121338
	Iteration 9Q: 3 clusters Score -3225554 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -3226103.500000 Penalty: 3413.121338
	Iteration 10Q: 3 clusters Score -3226104 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -3226364.250000 Penalty: 3413.121338
	Iteration 11Q: 3 clusters Score -3226364 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -3226514.250000 Penalty: 3413.121338
	Iteration 12Q: 3 clusters Score -3226514 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -3226606.000000 Penalty: 3413.121338
	Iteration 13Q: 3 clusters Score -3226606 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -3226668.250000 Penalty: 3413.121338
	Iteration 14Q: 3 clusters Score -3226668 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -3226723.250000 Penalty: 3413.121338
	Iteration 15Q: 3 clusters Score -3226723 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -3226749.750000 Penalty: 3413.121338
	Iteration 16Q: 3 clusters Score -3226750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 35868 members 
Entering Unmasked Estep 
Score: -3226777.250000 Penalty: 3413.121338
	Iteration 17Q: 3 clusters Score -3226777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -3226800.250000 Penalty: 3413.121338
	Iteration 18Q: 3 clusters Score -3226800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3226816.750000 Penalty: 3413.121338
	Iteration 19Q: 3 clusters Score -3226817 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3226828.250000 Penalty: 3413.121338
	Iteration 20F: 3 clusters Score -3226828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3226834.000000 Penalty: 3413.121338
	Iteration 21Q: 3 clusters Score -3226834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -3226839.000000 Penalty: 3413.121338
	Iteration 22Q: 3 clusters Score -3226839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3226847.750000 Penalty: 3413.121338
	Iteration 23Q: 3 clusters Score -3226848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -3226854.500000 Penalty: 3413.121338
	Iteration 24Q: 3 clusters Score -3226854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 35962 members 
Entering Unmasked Estep 
Score: -3226853.750000 Penalty: 3413.121338
	Iteration 25Q: 3 clusters Score -3226854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3226854.750000 Penalty: 3413.121338
	Iteration 26Q: 3 clusters Score -3226855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -3226856.500000 Penalty: 3413.121338
	Iteration 27Q: 3 clusters Score -3226856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3226857.000000 Penalty: 3413.121338
	Iteration 28Q: 3 clusters Score -3226857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -3226857.000000 Penalty: 3413.121338
	Iteration 29F: 3 clusters Score -3226857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -572312.437500 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -572312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -567318.062500 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -567318.1 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -568813.937500 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -568813.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -569217.875000 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -569217.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -569647.062500 Penalty: 2858.465820
	Iteration 3F: 3 clusters Score -569647.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -569996.062500 Penalty: 2858.465820
	Iteration 4F: 3 clusters Score -569996.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -570243.187500 Penalty: 2858.465820
	Iteration 5F: 3 clusters Score -570243.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -570438.062500 Penalty: 2858.465820
	Iteration 6F: 3 clusters Score -570438.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -570591.312500 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -570591.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -570735.562500 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -570735.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -570881.125000 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -570881.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -571007.187500 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -571007.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -571105.625000 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -571105.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -571203.562500 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -571203.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -571296.312500 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -571296.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -571382.437500 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -571382.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -571473.625000 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -571473.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -571566.437500 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -571566.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -571660.437500 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -571660.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -571749.187500 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -571749.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -571838.125000 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -571838.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -571932.062500 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -571932.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -571976.875000 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -571976.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -572000.062500 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -572000.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -572012.312500 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -572012.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -572020.437500 Penalty: 2858.465820
	Iteration 24Q: 3 clusters Score -572020.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -572029.375000 Penalty: 2858.465820
	Iteration 25Q: 3 clusters Score -572029.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -572034.937500 Penalty: 2858.465820
	Iteration 26Q: 3 clusters Score -572034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -572043.375000 Penalty: 2858.465820
	Iteration 27Q: 3 clusters Score -572043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -572048.000000 Penalty: 2858.465820
	Iteration 28Q: 3 clusters Score -572048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -572057.312500 Penalty: 2858.465820
	Iteration 29Q: 3 clusters Score -572057.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -572059.562500 Penalty: 2858.465820
	Iteration 30Q: 3 clusters Score -572059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -572062.250000 Penalty: 2858.465820
	Iteration 31Q: 3 clusters Score -572062.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -572065.187500 Penalty: 2858.465820
	Iteration 32Q: 3 clusters Score -572065.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -572068.062500 Penalty: 2858.465820
	Iteration 33Q: 3 clusters Score -572068.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -572069.812500 Penalty: 2858.465820
	Iteration 34Q: 3 clusters Score -572069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -572074.687500 Penalty: 2858.465820
	Iteration 35Q: 3 clusters Score -572074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -572080.125000 Penalty: 2858.465820
	Iteration 36Q: 3 clusters Score -572080.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -572088.375000 Penalty: 2858.465820
	Iteration 37Q: 3 clusters Score -572088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -572099.250000 Penalty: 2858.465820
	Iteration 38Q: 3 clusters Score -572099.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -572112.500000 Penalty: 2858.465820
	Iteration 39Q: 3 clusters Score -572112.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -572120.625000 Penalty: 2858.465820
	Iteration 40F: 3 clusters Score -572120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -572125.937500 Penalty: 2858.465820
	Iteration 41Q: 3 clusters Score -572125.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -572129.750000 Penalty: 2858.465820
	Iteration 42Q: 3 clusters Score -572129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -572133.875000 Penalty: 2858.465820
	Iteration 43Q: 3 clusters Score -572133.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -572140.000000 Penalty: 2858.465820
	Iteration 44Q: 3 clusters Score -572140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -572145.437500 Penalty: 2858.465820
	Iteration 45Q: 3 clusters Score -572145.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -572146.875000 Penalty: 2858.465820
	Iteration 46Q: 3 clusters Score -572146.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -572147.625000 Penalty: 2858.465820
	Iteration 47Q: 3 clusters Score -572147.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -572147.625000 Penalty: 2858.465820
	Iteration 48F: 3 clusters Score -572147.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Entering Unmasked Estep 
Score: -730062.500000 Penalty: 1468.907959
	Iteration 0F: 2 clusters Score -730062.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -723876.875000 Penalty: 2937.815918
	Iteration 0F: 3 clusters Score -723876.9 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -725812.687500 Penalty: 2937.815918
	Iteration 1F: 3 clusters Score -725812.7 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -726070.812500 Penalty: 2937.815918
	Iteration 2F: 3 clusters Score -726070.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -726283.312500 Penalty: 2937.815918
	Iteration 3F: 3 clusters Score -726283.3 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -726497.500000 Penalty: 2937.815918
	Iteration 4Q: 3 clusters Score -726497.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -726776.875000 Penalty: 2937.815918
	Iteration 5Q: 3 clusters Score -726776.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -727086.062500 Penalty: 2937.815918
	Iteration 6F: 3 clusters Score -727086.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -727436.500000 Penalty: 2937.815918
	Iteration 7F: 3 clusters Score -727436.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -727806.375000 Penalty: 2937.815918
	Iteration 8F: 3 clusters Score -727806.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -728157.687500 Penalty: 2937.815918
	Iteration 9F: 3 clusters Score -728157.7 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -728525.250000 Penalty: 2937.815918
	Iteration 10F: 3 clusters Score -728525.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -728855.937500 Penalty: 2937.815918
	Iteration 11Q: 3 clusters Score -728855.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -729066.500000 Penalty: 2937.815918
	Iteration 12Q: 3 clusters Score -729066.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -729164.437500 Penalty: 2937.815918
	Iteration 13Q: 3 clusters Score -729164.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -729214.562500 Penalty: 2937.815918
	Iteration 14Q: 3 clusters Score -729214.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -729241.937500 Penalty: 2937.815918
	Iteration 15Q: 3 clusters Score -729241.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -729258.750000 Penalty: 2937.815918
	Iteration 16Q: 3 clusters Score -729258.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -729272.187500 Penalty: 2937.815918
	Iteration 17Q: 3 clusters Score -729272.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -729281.125000 Penalty: 2937.815918
	Iteration 18Q: 3 clusters Score -729281.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -729287.437500 Penalty: 2937.815918
	Iteration 19Q: 3 clusters Score -729287.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -729293.000000 Penalty: 2937.815918
	Iteration 20F: 3 clusters Score -729293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -729296.250000 Penalty: 2937.815918
	Iteration 21Q: 3 clusters Score -729296.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -729300.437500 Penalty: 2937.815918
	Iteration 22Q: 3 clusters Score -729300.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -729302.937500 Penalty: 2937.815918
	Iteration 23Q: 3 clusters Score -729302.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -729305.437500 Penalty: 2937.815918
	Iteration 24Q: 3 clusters Score -729305.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -729309.187500 Penalty: 2937.815918
	Iteration 25Q: 3 clusters Score -729309.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -729310.812500 Penalty: 2937.815918
	Iteration 26Q: 3 clusters Score -729310.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -729317.812500 Penalty: 2937.815918
	Iteration 27Q: 3 clusters Score -729317.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -729321.125000 Penalty: 2937.815918
	Iteration 28Q: 3 clusters Score -729321.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -729325.687500 Penalty: 2937.815918
	Iteration 29Q: 3 clusters Score -729325.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -729331.937500 Penalty: 2937.815918
	Iteration 30Q: 3 clusters Score -729331.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -729338.312500 Penalty: 2937.815918
	Iteration 31Q: 3 clusters Score -729338.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -729346.812500 Penalty: 2937.815918
	Iteration 32Q: 3 clusters Score -729346.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -729359.687500 Penalty: 2937.815918
	Iteration 33Q: 3 clusters Score -729359.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -729376.187500 Penalty: 2937.815918
	Iteration 34Q: 3 clusters Score -729376.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -729387.812500 Penalty: 2937.815918
	Iteration 35Q: 3 clusters Score -729387.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -729397.187500 Penalty: 2937.815918
	Iteration 36Q: 3 clusters Score -729397.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -729405.000000 Penalty: 2937.815918
	Iteration 37Q: 3 clusters Score -729405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -729413.437500 Penalty: 2937.815918
	Iteration 38Q: 3 clusters Score -729413.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -729418.187500 Penalty: 2937.815918
	Iteration 39Q: 3 clusters Score -729418.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -729424.062500 Penalty: 2937.815918
	Iteration 40F: 3 clusters Score -729424.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -729426.312500 Penalty: 2937.815918
	Iteration 41Q: 3 clusters Score -729426.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -729429.937500 Penalty: 2937.815918
	Iteration 42Q: 3 clusters Score -729429.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -729432.937500 Penalty: 2937.815918
	Iteration 43Q: 3 clusters Score -729432.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -729441.500000 Penalty: 2937.815918
	Iteration 44Q: 3 clusters Score -729441.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -729447.062500 Penalty: 2937.815918
	Iteration 45Q: 3 clusters Score -729447.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -729451.687500 Penalty: 2937.815918
	Iteration 46Q: 3 clusters Score -729451.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -729454.750000 Penalty: 2937.815918
	Iteration 47Q: 3 clusters Score -729454.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -729460.875000 Penalty: 2937.815918
	Iteration 48Q: 3 clusters Score -729460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -729464.812500 Penalty: 2937.815918
	Iteration 49Q: 3 clusters Score -729464.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -729470.062500 Penalty: 2937.815918
	Iteration 50Q: 3 clusters Score -729470.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -729474.000000 Penalty: 2937.815918
	Iteration 51Q: 3 clusters Score -729474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -729476.000000 Penalty: 2937.815918
	Iteration 52Q: 3 clusters Score -729476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -729477.500000 Penalty: 2937.815918
	Iteration 53Q: 3 clusters Score -729477.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -729479.125000 Penalty: 2937.815918
	Iteration 54Q: 3 clusters Score -729479.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -729482.375000 Penalty: 2937.815918
	Iteration 55Q: 3 clusters Score -729482.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -729484.000000 Penalty: 2937.815918
	Iteration 56Q: 3 clusters Score -729484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -729485.312500 Penalty: 2937.815918
	Iteration 57Q: 3 clusters Score -729485.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -729484.375000 Penalty: 2937.815918
	Iteration 58Q: 3 clusters Score -729484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -729484.750000 Penalty: 2937.815918
	Iteration 59Q: 3 clusters Score -729484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -729484.437500 Penalty: 2937.815918
	Iteration 60F: 3 clusters Score -729484.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -729484.250000 Penalty: 2937.815918
	Iteration 61Q: 3 clusters Score -729484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -729484.750000 Penalty: 2937.815918
	Iteration 62Q: 3 clusters Score -729484.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -729484.312500 Penalty: 2937.815918
	Iteration 63Q: 3 clusters Score -729484.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -729484.312500 Penalty: 2937.815918
	Iteration 64F: 3 clusters Score -729484.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Entering Unmasked Estep 
Score: -4046372.750000 Penalty: 1744.918579
	Iteration 0F: 2 clusters Score -4046373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 23036 members 
Entering Unmasked Estep 
Score: -4015553.250000 Penalty: 3489.837158
	Iteration 0F: 3 clusters Score -4015553 nChanged 21572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23632 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -4027948.500000 Penalty: 3489.837158
	Iteration 1F: 3 clusters Score -4027948 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -4028752.000000 Penalty: 3489.837158
	Iteration 2Q: 3 clusters Score -4028752 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -4029847.750000 Penalty: 3489.837158
	Iteration 3F: 3 clusters Score -4029848 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -4031183.500000 Penalty: 3489.837158
	Iteration 4F: 3 clusters Score -4031184 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28765 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4032740.000000 Penalty: 3489.837158
	Iteration 5F: 3 clusters Score -4032740 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31004 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -4034420.500000 Penalty: 3489.837158
	Iteration 6F: 3 clusters Score -4034420 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33381 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4036148.750000 Penalty: 3489.837158
	Iteration 7F: 3 clusters Score -4036149 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -4037902.750000 Penalty: 3489.837158
	Iteration 8F: 3 clusters Score -4037903 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38207 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -4039633.000000 Penalty: 3489.837158
	Iteration 9F: 3 clusters Score -4039633 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4041199.250000 Penalty: 3489.837158
	Iteration 10Q: 3 clusters Score -4041199 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -4042563.500000 Penalty: 3489.837158
	Iteration 11Q: 3 clusters Score -4042564 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4043555.000000 Penalty: 3489.837158
	Iteration 12Q: 3 clusters Score -4043555 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4044250.250000 Penalty: 3489.837158
	Iteration 13Q: 3 clusters Score -4044250 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4044585.000000 Penalty: 3489.837158
	Iteration 14Q: 3 clusters Score -4044585 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4044761.250000 Penalty: 3489.837158
	Iteration 15Q: 3 clusters Score -4044761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4044890.000000 Penalty: 3489.837158
	Iteration 16Q: 3 clusters Score -4044890 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4044963.750000 Penalty: 3489.837158
	Iteration 17Q: 3 clusters Score -4044964 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -4045020.750000 Penalty: 3489.837158
	Iteration 18Q: 3 clusters Score -4045021 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -4045065.250000 Penalty: 3489.837158
	Iteration 19Q: 3 clusters Score -4045065 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -4045101.500000 Penalty: 3489.837158
	Iteration 20F: 3 clusters Score -4045102 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4045125.250000 Penalty: 3489.837158
	Iteration 21Q: 3 clusters Score -4045125 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4045147.250000 Penalty: 3489.837158
	Iteration 22Q: 3 clusters Score -4045147 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4045155.250000 Penalty: 3489.837158
	Iteration 23Q: 3 clusters Score -4045155 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45211 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4045160.250000 Penalty: 3489.837158
	Iteration 24Q: 3 clusters Score -4045160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -4045169.750000 Penalty: 3489.837158
	Iteration 25Q: 3 clusters Score -4045170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4045182.000000 Penalty: 3489.837158
	Iteration 26Q: 3 clusters Score -4045182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45251 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4045182.750000 Penalty: 3489.837158
	Iteration 27Q: 3 clusters Score -4045183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4045176.000000 Penalty: 3489.837158
	Iteration 28Q: 3 clusters Score -4045176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4045179.500000 Penalty: 3489.837158
	Iteration 29Q: 3 clusters Score -4045180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4045184.250000 Penalty: 3489.837158
	Iteration 30Q: 3 clusters Score -4045184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -4045182.250000 Penalty: 3489.837158
	Iteration 31Q: 3 clusters Score -4045182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4045184.500000 Penalty: 3489.837158
	Iteration 32Q: 3 clusters Score -4045184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4045188.750000 Penalty: 3489.837158
	Iteration 33Q: 3 clusters Score -4045189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4045191.500000 Penalty: 3489.837158
	Iteration 34Q: 3 clusters Score -4045192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -4045195.000000 Penalty: 3489.837158
	Iteration 35Q: 3 clusters Score -4045195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4045207.750000 Penalty: 3489.837158
	Iteration 36Q: 3 clusters Score -4045208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4045205.250000 Penalty: 3489.837158
	Iteration 37Q: 3 clusters Score -4045205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4045207.000000 Penalty: 3489.837158
	Iteration 38Q: 3 clusters Score -4045207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4045203.500000 Penalty: 3489.837158
	Iteration 39Q: 3 clusters Score -4045204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45317 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4045202.750000 Penalty: 3489.837158
	Iteration 40F: 3 clusters Score -4045203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4045206.500000 Penalty: 3489.837158
	Iteration 41Q: 3 clusters Score -4045206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4045206.500000 Penalty: 3489.837158
	Iteration 42F: 3 clusters Score -4045206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -350021.000000 Penalty: 1363.860718
	Iteration 0F: 2 clusters Score -350021 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 2196 members 
Entering Unmasked Estep 
Score: -346392.437500 Penalty: 2727.721436
	Iteration 0F: 3 clusters Score -346392.4 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -347490.125000 Penalty: 2727.721436
	Iteration 1F: 3 clusters Score -347490.1 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -347720.500000 Penalty: 2727.721436
	Iteration 2F: 3 clusters Score -347720.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -347892.906250 Penalty: 2727.721436
	Iteration 3F: 3 clusters Score -347892.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -348023.281250 Penalty: 2727.721436
	Iteration 4Q: 3 clusters Score -348023.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -348163.906250 Penalty: 2727.721436
	Iteration 5Q: 3 clusters Score -348163.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -348291.093750 Penalty: 2727.721436
	Iteration 6Q: 3 clusters Score -348291.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -348408.718750 Penalty: 2727.721436
	Iteration 7Q: 3 clusters Score -348408.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -348515.343750 Penalty: 2727.721436
	Iteration 8Q: 3 clusters Score -348515.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -348604.500000 Penalty: 2727.721436
	Iteration 9Q: 3 clusters Score -348604.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -348702.562500 Penalty: 2727.721436
	Iteration 10Q: 3 clusters Score -348702.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -348816.062500 Penalty: 2727.721436
	Iteration 11Q: 3 clusters Score -348816.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -348905.531250 Penalty: 2727.721436
	Iteration 12Q: 3 clusters Score -348905.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -348986.281250 Penalty: 2727.721436
	Iteration 13Q: 3 clusters Score -348986.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -349045.375000 Penalty: 2727.721436
	Iteration 14Q: 3 clusters Score -349045.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -349089.375000 Penalty: 2727.721436
	Iteration 15Q: 3 clusters Score -349089.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -349130.468750 Penalty: 2727.721436
	Iteration 16Q: 3 clusters Score -349130.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -349166.156250 Penalty: 2727.721436
	Iteration 17Q: 3 clusters Score -349166.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -349196.718750 Penalty: 2727.721436
	Iteration 18Q: 3 clusters Score -349196.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -349220.343750 Penalty: 2727.721436
	Iteration 19Q: 3 clusters Score -349220.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -349238.000000 Penalty: 2727.721436
	Iteration 20F: 3 clusters Score -349238 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -349260.906250 Penalty: 2727.721436
	Iteration 21Q: 3 clusters Score -349260.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -349278.187500 Penalty: 2727.721436
	Iteration 22Q: 3 clusters Score -349278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -349289.656250 Penalty: 2727.721436
	Iteration 23Q: 3 clusters Score -349289.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -349300.031250 Penalty: 2727.721436
	Iteration 24Q: 3 clusters Score -349300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -349304.406250 Penalty: 2727.721436
	Iteration 25Q: 3 clusters Score -349304.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -349309.187500 Penalty: 2727.721436
	Iteration 26Q: 3 clusters Score -349309.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -349318.312500 Penalty: 2727.721436
	Iteration 27Q: 3 clusters Score -349318.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -349332.656250 Penalty: 2727.721436
	Iteration 28Q: 3 clusters Score -349332.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -349359.843750 Penalty: 2727.721436
	Iteration 29Q: 3 clusters Score -349359.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -349437.312500 Penalty: 2727.721436
	Iteration 30Q: 3 clusters Score -349437.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -349471.937500 Penalty: 2727.721436
	Iteration 31Q: 3 clusters Score -349471.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -349485.593750 Penalty: 2727.721436
	Iteration 32Q: 3 clusters Score -349485.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -349493.312500 Penalty: 2727.721436
	Iteration 33Q: 3 clusters Score -349493.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -349500.343750 Penalty: 2727.721436
	Iteration 34Q: 3 clusters Score -349500.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -349504.812500 Penalty: 2727.721436
	Iteration 35Q: 3 clusters Score -349504.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -349508.937500 Penalty: 2727.721436
	Iteration 36Q: 3 clusters Score -349508.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -349511.437500 Penalty: 2727.721436
	Iteration 37Q: 3 clusters Score -349511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -349513.656250 Penalty: 2727.721436
	Iteration 38Q: 3 clusters Score -349513.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -349514.437500 Penalty: 2727.721436
	Iteration 39Q: 3 clusters Score -349514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -349515.312500 Penalty: 2727.721436
	Iteration 40F: 3 clusters Score -349515.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -349517.062500 Penalty: 2727.721436
	Iteration 41Q: 3 clusters Score -349517.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -349517.218750 Penalty: 2727.721436
	Iteration 42Q: 3 clusters Score -349517.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -349517.218750 Penalty: 2727.721436
	Iteration 43F: 3 clusters Score -349517.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -335947.718750 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -335947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -332727.062500 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -332727.1 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -333578.031250 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -333578 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -333728.718750 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -333728.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -333845.531250 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -333845.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -333946.781250 Penalty: 2681.366455
	Iteration 4Q: 3 clusters Score -333946.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -334033.031250 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -334033 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -334114.750000 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -334114.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -334202.937500 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -334202.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -334288.437500 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -334288.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -334354.343750 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -334354.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -334417.906250 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -334417.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -334490.187500 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -334490.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -334579.437500 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -334579.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -334665.187500 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -334665.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -334731.843750 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -334731.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -334772.562500 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -334772.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -334801.031250 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -334801 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -334820.593750 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -334820.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -334835.281250 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -334835.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -334844.218750 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -334844.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -334852.750000 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -334852.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -334861.250000 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -334861.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -334871.437500 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -334871.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -334883.437500 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -334883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -334890.875000 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -334890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -334894.312500 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -334894.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -334897.187500 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -334897.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -334899.937500 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -334899.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -334903.437500 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -334903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -334906.500000 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -334906.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -334910.156250 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -334910.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -334913.468750 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -334913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -334915.406250 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -334915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -334917.312500 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -334917.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -334919.187500 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -334919.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -334921.968750 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -334922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -334922.843750 Penalty: 2681.366455
	Iteration 36Q: 3 clusters Score -334922.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -334923.000000 Penalty: 2681.366455
	Iteration 37Q: 3 clusters Score -334923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -334923.656250 Penalty: 2681.366455
	Iteration 38Q: 3 clusters Score -334923.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -334923.656250 Penalty: 2681.366455
	Iteration 39F: 3 clusters Score -334923.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Entering Unmasked Estep 
Score: -238335.203125 Penalty: 1291.267822
	Iteration 0F: 2 clusters Score -238335.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -235702.468750 Penalty: 2582.535645
	Iteration 0F: 3 clusters Score -235702.5 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -236380.859375 Penalty: 2582.535645
	Iteration 1F: 3 clusters Score -236380.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -236615.906250 Penalty: 2582.535645
	Iteration 2F: 3 clusters Score -236615.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -236822.156250 Penalty: 2582.535645
	Iteration 3F: 3 clusters Score -236822.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -237002.437500 Penalty: 2582.535645
	Iteration 4F: 3 clusters Score -237002.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -237147.015625 Penalty: 2582.535645
	Iteration 5F: 3 clusters Score -237147 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -237260.390625 Penalty: 2582.535645
	Iteration 6Q: 3 clusters Score -237260.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -237368.328125 Penalty: 2582.535645
	Iteration 7Q: 3 clusters Score -237368.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -237465.078125 Penalty: 2582.535645
	Iteration 8Q: 3 clusters Score -237465.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -237575.406250 Penalty: 2582.535645
	Iteration 9Q: 3 clusters Score -237575.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237751.843750 Penalty: 2582.535645
	Iteration 10Q: 3 clusters Score -237751.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -237995.937500 Penalty: 2582.535645
	Iteration 11Q: 3 clusters Score -237995.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -238090.812500 Penalty: 2582.535645
	Iteration 12Q: 3 clusters Score -238090.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -238139.328125 Penalty: 2582.535645
	Iteration 13Q: 3 clusters Score -238139.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -238171.875000 Penalty: 2582.535645
	Iteration 14Q: 3 clusters Score -238171.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -238201.484375 Penalty: 2582.535645
	Iteration 15Q: 3 clusters Score -238201.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -238236.734375 Penalty: 2582.535645
	Iteration 16Q: 3 clusters Score -238236.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238258.781250 Penalty: 2582.535645
	Iteration 17Q: 3 clusters Score -238258.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -238270.171875 Penalty: 2582.535645
	Iteration 18Q: 3 clusters Score -238270.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -238283.375000 Penalty: 2582.535645
	Iteration 19Q: 3 clusters Score -238283.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -238294.828125 Penalty: 2582.535645
	Iteration 20F: 3 clusters Score -238294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -238299.171875 Penalty: 2582.535645
	Iteration 21Q: 3 clusters Score -238299.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -238304.390625 Penalty: 2582.535645
	Iteration 22Q: 3 clusters Score -238304.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -238306.218750 Penalty: 2582.535645
	Iteration 23Q: 3 clusters Score -238306.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -238309.359375 Penalty: 2582.535645
	Iteration 24Q: 3 clusters Score -238309.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238311.765625 Penalty: 2582.535645
	Iteration 25Q: 3 clusters Score -238311.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -238315.812500 Penalty: 2582.535645
	Iteration 26Q: 3 clusters Score -238315.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -238317.812500 Penalty: 2582.535645
	Iteration 27Q: 3 clusters Score -238317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -238318.171875 Penalty: 2582.535645
	Iteration 28Q: 3 clusters Score -238318.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -238318.156250 Penalty: 2582.535645
	Iteration 29Q: 3 clusters Score -238318.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -238318.156250 Penalty: 2582.535645
	Iteration 30F: 3 clusters Score -238318.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -128537.718750 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -128537.7 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 721 members 
Entering Unmasked Estep 
Score: -126775.921875 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -126775.9 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -127136.796875 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -127136.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127289.117188 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -127289.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -127390.648438 Penalty: 2374.840820
	Iteration 3F: 3 clusters Score -127390.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -127449.453125 Penalty: 2374.840820
	Iteration 4Q: 3 clusters Score -127449.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -127492.437500 Penalty: 2374.840820
	Iteration 5Q: 3 clusters Score -127492.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -127517.835938 Penalty: 2374.840820
	Iteration 6Q: 3 clusters Score -127517.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -127533.523438 Penalty: 2374.840820
	Iteration 7Q: 3 clusters Score -127533.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -127544.101562 Penalty: 2374.840820
	Iteration 8Q: 3 clusters Score -127544.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -127553.718750 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -127553.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -127564.664062 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -127564.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -127571.429688 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -127571.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -127580.664062 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -127580.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -127588.359375 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -127588.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -127601.601562 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -127601.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -127611.171875 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -127611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -127625.734375 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -127625.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -127638.398438 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -127638.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -127645.781250 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -127645.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -127663.835938 Penalty: 2374.840820
	Iteration 19Q: 3 clusters Score -127663.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -127679.640625 Penalty: 2374.840820
	Iteration 20F: 3 clusters Score -127679.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -127699.429688 Penalty: 2374.840820
	Iteration 21Q: 3 clusters Score -127699.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -127709.562500 Penalty: 2374.840820
	Iteration 22Q: 3 clusters Score -127709.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -127721.515625 Penalty: 2374.840820
	Iteration 23Q: 3 clusters Score -127721.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127731.875000 Penalty: 2374.840820
	Iteration 24Q: 3 clusters Score -127731.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -127750.851562 Penalty: 2374.840820
	Iteration 25Q: 3 clusters Score -127750.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -127790.929688 Penalty: 2374.840820
	Iteration 26Q: 3 clusters Score -127790.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -127842.328125 Penalty: 2374.840820
	Iteration 27Q: 3 clusters Score -127842.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -127940.265625 Penalty: 2374.840820
	Iteration 28Q: 3 clusters Score -127940.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -128077.320312 Penalty: 2374.840820
	Iteration 29Q: 3 clusters Score -128077.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -128253.992188 Penalty: 2374.840820
	Iteration 30Q: 3 clusters Score -128254 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -128383.117188 Penalty: 2374.840820
	Iteration 31Q: 3 clusters Score -128383.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -128419.750000 Penalty: 2374.840820
	Iteration 32Q: 3 clusters Score -128419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -128428.734375 Penalty: 2374.840820
	Iteration 33Q: 3 clusters Score -128428.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128432.687500 Penalty: 2374.840820
	Iteration 34Q: 3 clusters Score -128432.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128432.687500 Penalty: 2374.840820
	Iteration 35F: 3 clusters Score -128432.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -146517.968750 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -146518 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 882 members 
Entering Unmasked Estep 
Score: -144567.343750 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -144567.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -145155.046875 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -145155 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -145447.656250 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -145447.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -145625.234375 Penalty: 2435.870361
	Iteration 3F: 3 clusters Score -145625.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -145785.828125 Penalty: 2435.870361
	Iteration 4F: 3 clusters Score -145785.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -145882.421875 Penalty: 2435.870361
	Iteration 5Q: 3 clusters Score -145882.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -145952.937500 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -145952.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -146017.515625 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -146017.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -146053.468750 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -146053.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -146071.750000 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -146071.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -146094.765625 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -146094.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -146112.578125 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -146112.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -146139.343750 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -146139.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -146162.968750 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -146163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -146193.156250 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -146193.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -146230.437500 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -146230.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -146257.890625 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -146257.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -146277.718750 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -146277.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -146302.390625 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -146302.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -146323.765625 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -146323.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -146363.921875 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -146363.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -146382.140625 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -146382.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -146403.093750 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -146403.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -146416.453125 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -146416.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -146424.968750 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -146425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -146428.421875 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -146428.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -146432.062500 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -146432.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -146436.015625 Penalty: 2435.870361
	Iteration 27Q: 3 clusters Score -146436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -146437.984375 Penalty: 2435.870361
	Iteration 28Q: 3 clusters Score -146438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -146438.640625 Penalty: 2435.870361
	Iteration 29Q: 3 clusters Score -146438.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -146440.218750 Penalty: 2435.870361
	Iteration 30Q: 3 clusters Score -146440.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -146440.218750 Penalty: 2435.870361
	Iteration 31F: 3 clusters Score -146440.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -36782.125000 Penalty: 1029.157959
	Iteration 0F: 2 clusters Score -36782.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35740.855469 Penalty: 2058.315918
	Iteration 0F: 3 clusters Score -35740.86 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -36003.992188 Penalty: 2058.315918
	Iteration 1F: 3 clusters Score -36003.99 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -36164.191406 Penalty: 2058.315918
	Iteration 2F: 3 clusters Score -36164.19 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -36263.011719 Penalty: 2058.315918
	Iteration 3F: 3 clusters Score -36263.01 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -36349.441406 Penalty: 2058.315918
	Iteration 4Q: 3 clusters Score -36349.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -36399.167969 Penalty: 2058.315918
	Iteration 5Q: 3 clusters Score -36399.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -36446.648438 Penalty: 2058.315918
	Iteration 6Q: 3 clusters Score -36446.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36463.011719 Penalty: 2058.315918
	Iteration 7Q: 3 clusters Score -36463.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36470.140625 Penalty: 2058.315918
	Iteration 8Q: 3 clusters Score -36470.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36474.949219 Penalty: 2058.315918
	Iteration 9Q: 3 clusters Score -36474.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36476.582031 Penalty: 2058.315918
	Iteration 10Q: 3 clusters Score -36476.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -36478.144531 Penalty: 2058.315918
	Iteration 11Q: 3 clusters Score -36478.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36478.625000 Penalty: 2058.315918
	Iteration 12Q: 3 clusters Score -36478.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36485.792969 Penalty: 2058.315918
	Iteration 13Q: 3 clusters Score -36485.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36498.722656 Penalty: 2058.315918
	Iteration 14Q: 3 clusters Score -36498.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -36513.082031 Penalty: 2058.315918
	Iteration 15Q: 3 clusters Score -36513.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -36516.906250 Penalty: 2058.315918
	Iteration 16Q: 3 clusters Score -36516.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -36518.296875 Penalty: 2058.315918
	Iteration 17Q: 3 clusters Score -36518.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36520.796875 Penalty: 2058.315918
	Iteration 18Q: 3 clusters Score -36520.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -36524.804688 Penalty: 2058.315918
	Iteration 19F: 3 clusters Score -36524.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -36529.414062 Penalty: 2058.315918
	Iteration 20F: 3 clusters Score -36529.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36530.960938 Penalty: 2058.315918
	Iteration 21Q: 3 clusters Score -36530.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36532.027344 Penalty: 2058.315918
	Iteration 22Q: 3 clusters Score -36532.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36532.027344 Penalty: 2058.315918
	Iteration 23F: 3 clusters Score -36532.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -114964.351562 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -114964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -113313.210938 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -113313.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -113657.914062 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -113657.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -113768.445312 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -113768.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -113831.328125 Penalty: 2353.676758
	Iteration 3Q: 3 clusters Score -113831.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -113885.945312 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -113885.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -113929.921875 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -113929.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -113972.960938 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -113973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -114006.390625 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -114006.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -114033.359375 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -114033.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -114055.765625 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -114055.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -114074.335938 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -114074.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -114081.851562 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -114081.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -114087.468750 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -114087.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -114094.562500 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -114094.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -114101.156250 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -114101.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -114107.101562 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -114107.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -114110.585938 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -114110.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -114113.570312 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -114113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -114115.820312 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -114115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -114117.132812 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -114117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -114118.179688 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -114118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -114120.742188 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -114120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -114124.820312 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -114124.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -114127.882812 Penalty: 2353.676758
	Iteration 23Q: 3 clusters Score -114127.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -114131.226562 Penalty: 2353.676758
	Iteration 24Q: 3 clusters Score -114131.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -114137.578125 Penalty: 2353.676758
	Iteration 25Q: 3 clusters Score -114137.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -114145.882812 Penalty: 2353.676758
	Iteration 26Q: 3 clusters Score -114145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -114151.820312 Penalty: 2353.676758
	Iteration 27Q: 3 clusters Score -114151.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -114161.109375 Penalty: 2353.676758
	Iteration 28Q: 3 clusters Score -114161.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -114170.468750 Penalty: 2353.676758
	Iteration 29Q: 3 clusters Score -114170.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -114178.835938 Penalty: 2353.676758
	Iteration 30Q: 3 clusters Score -114178.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -114186.664062 Penalty: 2353.676758
	Iteration 31Q: 3 clusters Score -114186.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -114188.601562 Penalty: 2353.676758
	Iteration 32Q: 3 clusters Score -114188.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -114191.062500 Penalty: 2353.676758
	Iteration 33Q: 3 clusters Score -114191.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -114194.023438 Penalty: 2353.676758
	Iteration 34Q: 3 clusters Score -114194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -114195.531250 Penalty: 2353.676758
	Iteration 35Q: 3 clusters Score -114195.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -114197.046875 Penalty: 2353.676758
	Iteration 36Q: 3 clusters Score -114197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -114201.203125 Penalty: 2353.676758
	Iteration 37Q: 3 clusters Score -114201.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -114203.718750 Penalty: 2353.676758
	Iteration 38Q: 3 clusters Score -114203.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -114208.125000 Penalty: 2353.676758
	Iteration 39Q: 3 clusters Score -114208.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -114219.562500 Penalty: 2353.676758
	Iteration 40F: 3 clusters Score -114219.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -114225.523438 Penalty: 2353.676758
	Iteration 41Q: 3 clusters Score -114225.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -114231.984375 Penalty: 2353.676758
	Iteration 42Q: 3 clusters Score -114232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -114235.828125 Penalty: 2353.676758
	Iteration 43Q: 3 clusters Score -114235.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -114237.101562 Penalty: 2353.676758
	Iteration 44Q: 3 clusters Score -114237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -114239.078125 Penalty: 2353.676758
	Iteration 45Q: 3 clusters Score -114239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -114240.257812 Penalty: 2353.676758
	Iteration 46Q: 3 clusters Score -114240.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -114241.351562 Penalty: 2353.676758
	Iteration 47Q: 3 clusters Score -114241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114241.656250 Penalty: 2353.676758
	Iteration 48Q: 3 clusters Score -114241.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -114241.656250 Penalty: 2353.676758
	Iteration 49F: 3 clusters Score -114241.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Entering Unmasked Estep 
Score: -266029.656250 Penalty: 1302.973145
	Iteration 0F: 2 clusters Score -266029.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -263294.468750 Penalty: 2605.946289
	Iteration 0F: 3 clusters Score -263294.5 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -263935.031250 Penalty: 2605.946289
	Iteration 1F: 3 clusters Score -263935 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -264080.250000 Penalty: 2605.946289
	Iteration 2F: 3 clusters Score -264080.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -264174.968750 Penalty: 2605.946289
	Iteration 3Q: 3 clusters Score -264175 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -264248.656250 Penalty: 2605.946289
	Iteration 4Q: 3 clusters Score -264248.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -264317.250000 Penalty: 2605.946289
	Iteration 5Q: 3 clusters Score -264317.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -264371.093750 Penalty: 2605.946289
	Iteration 6Q: 3 clusters Score -264371.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -264409.718750 Penalty: 2605.946289
	Iteration 7Q: 3 clusters Score -264409.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -264457.375000 Penalty: 2605.946289
	Iteration 8Q: 3 clusters Score -264457.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -264494.500000 Penalty: 2605.946289
	Iteration 9Q: 3 clusters Score -264494.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264530.406250 Penalty: 2605.946289
	Iteration 10Q: 3 clusters Score -264530.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -264562.562500 Penalty: 2605.946289
	Iteration 11Q: 3 clusters Score -264562.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -264593.062500 Penalty: 2605.946289
	Iteration 12Q: 3 clusters Score -264593.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -264621.281250 Penalty: 2605.946289
	Iteration 13Q: 3 clusters Score -264621.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -264650.562500 Penalty: 2605.946289
	Iteration 14Q: 3 clusters Score -264650.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -264689.968750 Penalty: 2605.946289
	Iteration 15Q: 3 clusters Score -264690 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -264722.343750 Penalty: 2605.946289
	Iteration 16Q: 3 clusters Score -264722.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -264755.562500 Penalty: 2605.946289
	Iteration 17Q: 3 clusters Score -264755.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -264791.437500 Penalty: 2605.946289
	Iteration 18Q: 3 clusters Score -264791.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -264827.218750 Penalty: 2605.946289
	Iteration 19Q: 3 clusters Score -264827.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -264848.437500 Penalty: 2605.946289
	Iteration 20F: 3 clusters Score -264848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -264861.250000 Penalty: 2605.946289
	Iteration 21Q: 3 clusters Score -264861.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -264869.531250 Penalty: 2605.946289
	Iteration 22Q: 3 clusters Score -264869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -264880.718750 Penalty: 2605.946289
	Iteration 23Q: 3 clusters Score -264880.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -264890.437500 Penalty: 2605.946289
	Iteration 24Q: 3 clusters Score -264890.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -264899.593750 Penalty: 2605.946289
	Iteration 25Q: 3 clusters Score -264899.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -264908.093750 Penalty: 2605.946289
	Iteration 26Q: 3 clusters Score -264908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -264911.750000 Penalty: 2605.946289
	Iteration 27Q: 3 clusters Score -264911.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -264915.625000 Penalty: 2605.946289
	Iteration 28Q: 3 clusters Score -264915.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -264918.812500 Penalty: 2605.946289
	Iteration 29Q: 3 clusters Score -264918.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -264921.062500 Penalty: 2605.946289
	Iteration 30Q: 3 clusters Score -264921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -264923.562500 Penalty: 2605.946289
	Iteration 31Q: 3 clusters Score -264923.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -264924.937500 Penalty: 2605.946289
	Iteration 32Q: 3 clusters Score -264924.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -264924.937500 Penalty: 2605.946289
	Iteration 33F: 3 clusters Score -264924.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Entering Unmasked Estep 
Score: -312493.875000 Penalty: 1332.814453
	Iteration 0F: 2 clusters Score -312493.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -309376.937500 Penalty: 2665.628906
	Iteration 0F: 3 clusters Score -309376.9 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -310248.625000 Penalty: 2665.628906
	Iteration 1F: 3 clusters Score -310248.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -310552.625000 Penalty: 2665.628906
	Iteration 2F: 3 clusters Score -310552.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -310810.468750 Penalty: 2665.628906
	Iteration 3F: 3 clusters Score -310810.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -311036.531250 Penalty: 2665.628906
	Iteration 4F: 3 clusters Score -311036.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -311288.937500 Penalty: 2665.628906
	Iteration 5F: 3 clusters Score -311288.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -311514.656250 Penalty: 2665.628906
	Iteration 6F: 3 clusters Score -311514.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -311702.125000 Penalty: 2665.628906
	Iteration 7Q: 3 clusters Score -311702.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -311876.312500 Penalty: 2665.628906
	Iteration 8Q: 3 clusters Score -311876.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -312045.062500 Penalty: 2665.628906
	Iteration 9Q: 3 clusters Score -312045.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -312211.312500 Penalty: 2665.628906
	Iteration 10Q: 3 clusters Score -312211.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -312341.093750 Penalty: 2665.628906
	Iteration 11Q: 3 clusters Score -312341.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -312411.125000 Penalty: 2665.628906
	Iteration 12Q: 3 clusters Score -312411.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -312446.875000 Penalty: 2665.628906
	Iteration 13Q: 3 clusters Score -312446.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -312469.625000 Penalty: 2665.628906
	Iteration 14Q: 3 clusters Score -312469.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -312483.156250 Penalty: 2665.628906
	Iteration 15Q: 3 clusters Score -312483.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -312488.875000 Penalty: 2665.628906
	Iteration 16Q: 3 clusters Score -312488.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -312492.437500 Penalty: 2665.628906
	Iteration 17Q: 3 clusters Score -312492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -312493.500000 Penalty: 2665.628906
	Iteration 18Q: 3 clusters Score -312493.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -312494.906250 Penalty: 2665.628906
	Iteration 19Q: 3 clusters Score -312494.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -312496.718750 Penalty: 2665.628906
	Iteration 20F: 3 clusters Score -312496.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -312498.093750 Penalty: 2665.628906
	Iteration 21Q: 3 clusters Score -312498.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -312500.562500 Penalty: 2665.628906
	Iteration 22Q: 3 clusters Score -312500.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -312502.343750 Penalty: 2665.628906
	Iteration 23Q: 3 clusters Score -312502.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -312503.687500 Penalty: 2665.628906
	Iteration 24Q: 3 clusters Score -312503.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -312506.312500 Penalty: 2665.628906
	Iteration 25Q: 3 clusters Score -312506.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -312510.406250 Penalty: 2665.628906
	Iteration 26Q: 3 clusters Score -312510.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -312515.718750 Penalty: 2665.628906
	Iteration 27Q: 3 clusters Score -312515.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -312519.718750 Penalty: 2665.628906
	Iteration 28Q: 3 clusters Score -312519.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -312523.187500 Penalty: 2665.628906
	Iteration 29Q: 3 clusters Score -312523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -312524.781250 Penalty: 2665.628906
	Iteration 30Q: 3 clusters Score -312524.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -312525.718750 Penalty: 2665.628906
	Iteration 31Q: 3 clusters Score -312525.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -312526.375000 Penalty: 2665.628906
	Iteration 32Q: 3 clusters Score -312526.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312526.531250 Penalty: 2665.628906
	Iteration 33Q: 3 clusters Score -312526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -312526.531250 Penalty: 2665.628906
	Iteration 34F: 3 clusters Score -312526.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 1571 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 2077 members 
Entering Unmasked Estep 
Score: -40894264.000000 Penalty: 89363.875000
Splitting cluster 24 changes total score from -40895000.000000 to -40894264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -91668.007812 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -91668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -90172.109375 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -90172.11 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -90463.882812 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -90463.88 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90541.070312 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -90541.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -90578.687500 Penalty: 2285.315918
	Iteration 3Q: 3 clusters Score -90578.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -90597.812500 Penalty: 2285.315918
	Iteration 4Q: 3 clusters Score -90597.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -90620.429688 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -90620.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -90629.296875 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -90629.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -90636.687500 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -90636.69 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -90640.156250 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -90640.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -90641.476562 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -90641.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90641.718750 Penalty: 2285.315918
	Iteration 10Q: 3 clusters Score -90641.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -90641.718750 Penalty: 2285.315918
	Iteration 11F: 3 clusters Score -90641.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Entering Unmasked Estep 
Score: -9754637.000000 Penalty: 1889.325806
	Iteration 0F: 2 clusters Score -9754637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56024 members 
Mstep: Class 2 contains 56017 members 
Entering Unmasked Estep 
Score: -9679995.000000 Penalty: 3778.651611
	Iteration 0F: 3 clusters Score -9679995 nChanged 53569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 55736 members 
Entering Unmasked Estep 
Score: -9712146.000000 Penalty: 3778.651611
	Iteration 1F: 3 clusters Score -9712146 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 55506 members 
Entering Unmasked Estep 
Score: -9714097.000000 Penalty: 3778.651611
	Iteration 2Q: 3 clusters Score -9714097 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56780 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -9716633.000000 Penalty: 3778.651611
	Iteration 3Q: 3 clusters Score -9716633 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -9720016.000000 Penalty: 3778.651611
	Iteration 4F: 3 clusters Score -9720016 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 54064 members 
Entering Unmasked Estep 
Score: -9723817.000000 Penalty: 3778.651611
	Iteration 5F: 3 clusters Score -9723817 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59010 members 
Mstep: Class 2 contains 53031 members 
Entering Unmasked Estep 
Score: -9728241.000000 Penalty: 3778.651611
	Iteration 6F: 3 clusters Score -9728241 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60226 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -9732554.000000 Penalty: 3778.651611
	Iteration 7F: 3 clusters Score -9732554 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61397 members 
Mstep: Class 2 contains 50644 members 
Entering Unmasked Estep 
Score: -9735544.000000 Penalty: 3778.651611
	Iteration 8F: 3 clusters Score -9735544 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 49518 members 
Entering Unmasked Estep 
Score: -9736942.000000 Penalty: 3778.651611
	Iteration 9Q: 3 clusters Score -9736942 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63593 members 
Mstep: Class 2 contains 48448 members 
Entering Unmasked Estep 
Score: -9737461.000000 Penalty: 3778.651611
	Iteration 10Q: 3 clusters Score -9737461 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64668 members 
Mstep: Class 2 contains 47373 members 
Entering Unmasked Estep 
Score: -9737846.000000 Penalty: 3778.651611
	Iteration 11Q: 3 clusters Score -9737846 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65790 members 
Mstep: Class 2 contains 46251 members 
Entering Unmasked Estep 
Score: -9738134.000000 Penalty: 3778.651611
	Iteration 12Q: 3 clusters Score -9738134 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66879 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -9738326.000000 Penalty: 3778.651611
	Iteration 13Q: 3 clusters Score -9738326 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68033 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -9738588.000000 Penalty: 3778.651611
	Iteration 14Q: 3 clusters Score -9738588 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69266 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -9738872.000000 Penalty: 3778.651611
	Iteration 15Q: 3 clusters Score -9738872 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70583 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -9739198.000000 Penalty: 3778.651611
	Iteration 16Q: 3 clusters Score -9739198 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71985 members 
Mstep: Class 2 contains 40056 members 
Entering Unmasked Estep 
Score: -9739568.000000 Penalty: 3778.651611
	Iteration 17Q: 3 clusters Score -9739568 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73477 members 
Mstep: Class 2 contains 38564 members 
Entering Unmasked Estep 
Score: -9739923.000000 Penalty: 3778.651611
	Iteration 18Q: 3 clusters Score -9739923 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75025 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -9740283.000000 Penalty: 3778.651611
	Iteration 19Q: 3 clusters Score -9740283 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76592 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -9740664.000000 Penalty: 3778.651611
	Iteration 20F: 3 clusters Score -9740664 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78253 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9741097 nChanged 1684
Entering Unmasked Mstep 
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Mstep: Class 1 contains 79935 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9742195 nChanged 1908
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Mstep: Class 1 contains 83606 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 85544 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9743517 nChanged 1876
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Mstep: Class 1 contains 87420 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 89307 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9744885 nChanged 1844
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Mstep: Class 1 contains 91151 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9745644 nChanged 1831
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Mstep: Class 1 contains 92982 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9746416 nChanged 1735
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Mstep: Class 1 contains 94717 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9747150 nChanged 1680
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Mstep: Class 1 contains 96397 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9747874 nChanged 1595
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Mstep: Class 1 contains 97992 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9748537 nChanged 1502
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Mstep: Class 1 contains 99494 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9749185 nChanged 1343
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Mstep: Class 1 contains 100835 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9749753 nChanged 1180
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Mstep: Class 1 contains 102013 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9750136 nChanged 1031
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Mstep: Class 1 contains 103044 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9750552 nChanged 919
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Mstep: Class 1 contains 103963 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9750855 nChanged 836
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Mstep: Class 1 contains 104799 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9751109 nChanged 695
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Mstep: Class 1 contains 105494 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9751382 nChanged 585
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Mstep: Class 1 contains 106077 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9751621 nChanged 557
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Mstep: Class 1 contains 106634 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9751778 nChanged 488
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Mstep: Class 1 contains 107122 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9751900 nChanged 432
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Mstep: Class 1 contains 107554 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9752062 nChanged 381
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Mstep: Class 1 contains 107935 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9752163 nChanged 351
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Mstep: Class 1 contains 108284 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9752267 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108584 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 108853 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109070 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 109250 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 109394 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 109526 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 109853 members 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 110150 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 110231 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 110352 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9753063 nChanged 81
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Entering Unmasked Estep 
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Mstep: Class 1 contains 110467 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9753155 nChanged 82
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Mstep: Class 1 contains 110521 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 110566 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 110600 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9753367 nChanged 61
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9753392 nChanged 63
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9753417 nChanged 75
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9753469 nChanged 61
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9753492 nChanged 41
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9753498 nChanged 35
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9753519 nChanged 34
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9753535 nChanged 30
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9753540 nChanged 37
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	Iteration 76Q: 3 clusters Score -9753540 nChanged 40
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	Iteration 77Q: 3 clusters Score -9753555 nChanged 39
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9753559 nChanged 28
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	Iteration 79Q: 3 clusters Score -9753567 nChanged 23
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9753588 nChanged 19
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	Iteration 81Q: 3 clusters Score -9753586 nChanged 20
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	Iteration 82Q: 3 clusters Score -9753589 nChanged 20
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9753594 nChanged 19
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	Iteration 84Q: 3 clusters Score -9753609 nChanged 22
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	Iteration 85Q: 3 clusters Score -9753611 nChanged 26
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9753618 nChanged 21
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9753631 nChanged 17
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9753629 nChanged 17
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9753642 nChanged 13
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	Iteration 90Q: 3 clusters Score -9753644 nChanged 19
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	Iteration 91Q: 3 clusters Score -9753649 nChanged 14
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	Iteration 92Q: 3 clusters Score -9753646 nChanged 14
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9753650 nChanged 4
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	Iteration 94Q: 3 clusters Score -9753651 nChanged 5
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	Iteration 95Q: 3 clusters Score -9753654 nChanged 4
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	Iteration 96Q: 3 clusters Score -9753653 nChanged 2
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	Iteration 97Q: 3 clusters Score -9753651 nChanged 6
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	Iteration 98Q: 3 clusters Score -9753648 nChanged 5
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	Iteration 99Q: 3 clusters Score -9753653 nChanged 9
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	Iteration 100F: 3 clusters Score -9753660 nChanged 10
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	Iteration 101Q: 3 clusters Score -9753652 nChanged 7
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	Iteration 102Q: 3 clusters Score -9753659 nChanged 11
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	Iteration 103Q: 3 clusters Score -9753669 nChanged 6
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	Iteration 104Q: 3 clusters Score -9753667 nChanged 8
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9753667 nChanged 9
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9753671 nChanged 12
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	Iteration 107Q: 3 clusters Score -9753663 nChanged 7
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	Iteration 108Q: 3 clusters Score -9753668 nChanged 13
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	Iteration 109Q: 3 clusters Score -9753668 nChanged 5
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	Iteration 110Q: 3 clusters Score -9753675 nChanged 4
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	Iteration 111Q: 3 clusters Score -9753674 nChanged 2
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Score: -9753675.000000 Penalty: 3778.651611
	Iteration 112Q: 3 clusters Score -9753675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110465 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -9753676.000000 Penalty: 3778.651611
	Iteration 113Q: 3 clusters Score -9753676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110464 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -9753674.000000 Penalty: 3778.651611
	Iteration 114Q: 3 clusters Score -9753674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110462 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9753674.000000 Penalty: 3778.651611
	Iteration 115Q: 3 clusters Score -9753674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110461 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -9753672.000000 Penalty: 3778.651611
	Iteration 116Q: 3 clusters Score -9753672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110460 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -9753672.000000 Penalty: 3778.651611
	Iteration 117Q: 3 clusters Score -9753672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9753670.000000 Penalty: 3778.651611
	Iteration 118Q: 3 clusters Score -9753670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110459 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9753670.000000 Penalty: 3778.651611
	Iteration 119F: 3 clusters Score -9753670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Entering Unmasked Estep 
Score: -1630267.875000 Penalty: 1598.716553
	Iteration 0F: 2 clusters Score -1630268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1617519.625000 Penalty: 3197.433105
	Iteration 0F: 3 clusters Score -1617520 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -1622114.250000 Penalty: 3197.433105
	Iteration 1F: 3 clusters Score -1622114 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1622559.625000 Penalty: 3197.433105
	Iteration 2F: 3 clusters Score -1622560 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1623048.500000 Penalty: 3197.433105
	Iteration 3F: 3 clusters Score -1623048 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1623628.000000 Penalty: 3197.433105
	Iteration 4F: 3 clusters Score -1623628 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1624227.125000 Penalty: 3197.433105
	Iteration 5F: 3 clusters Score -1624227 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1624913.875000 Penalty: 3197.433105
	Iteration 6F: 3 clusters Score -1624914 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1625663.625000 Penalty: 3197.433105
	Iteration 7F: 3 clusters Score -1625664 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1626443.375000 Penalty: 3197.433105
	Iteration 8F: 3 clusters Score -1626443 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1627147.000000 Penalty: 3197.433105
	Iteration 9Q: 3 clusters Score -1627147 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1627688.375000 Penalty: 3197.433105
	Iteration 10Q: 3 clusters Score -1627688 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1628090.625000 Penalty: 3197.433105
	Iteration 11Q: 3 clusters Score -1628091 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1628387.000000 Penalty: 3197.433105
	Iteration 12Q: 3 clusters Score -1628387 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1628557.000000 Penalty: 3197.433105
	Iteration 13Q: 3 clusters Score -1628557 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1628666.625000 Penalty: 3197.433105
	Iteration 14Q: 3 clusters Score -1628667 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1628763.750000 Penalty: 3197.433105
	Iteration 15Q: 3 clusters Score -1628764 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1628822.000000 Penalty: 3197.433105
	Iteration 16Q: 3 clusters Score -1628822 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1628854.875000 Penalty: 3197.433105
	Iteration 17Q: 3 clusters Score -1628855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1628877.750000 Penalty: 3197.433105
	Iteration 18Q: 3 clusters Score -1628878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1628905.500000 Penalty: 3197.433105
	Iteration 19Q: 3 clusters Score -1628906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1628925.000000 Penalty: 3197.433105
	Iteration 20F: 3 clusters Score -1628925 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1628943.125000 Penalty: 3197.433105
	Iteration 21Q: 3 clusters Score -1628943 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1628957.875000 Penalty: 3197.433105
	Iteration 22Q: 3 clusters Score -1628958 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1628963.625000 Penalty: 3197.433105
	Iteration 23Q: 3 clusters Score -1628964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1628968.000000 Penalty: 3197.433105
	Iteration 24Q: 3 clusters Score -1628968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1628973.500000 Penalty: 3197.433105
	Iteration 25Q: 3 clusters Score -1628974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1628985.750000 Penalty: 3197.433105
	Iteration 26Q: 3 clusters Score -1628986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1628993.750000 Penalty: 3197.433105
	Iteration 27Q: 3 clusters Score -1628994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1628997.250000 Penalty: 3197.433105
	Iteration 28Q: 3 clusters Score -1628997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1629000.500000 Penalty: 3197.433105
	Iteration 29Q: 3 clusters Score -1629000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1629005.875000 Penalty: 3197.433105
	Iteration 30Q: 3 clusters Score -1629006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1629007.000000 Penalty: 3197.433105
	Iteration 31Q: 3 clusters Score -1629007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1629011.000000 Penalty: 3197.433105
	Iteration 32Q: 3 clusters Score -1629011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1629014.000000 Penalty: 3197.433105
	Iteration 33Q: 3 clusters Score -1629014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1629017.250000 Penalty: 3197.433105
	Iteration 34Q: 3 clusters Score -1629017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1629017.750000 Penalty: 3197.433105
	Iteration 35Q: 3 clusters Score -1629018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1629017.750000 Penalty: 3197.433105
	Iteration 36F: 3 clusters Score -1629018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Entering Unmasked Estep 
Score: -303813.468750 Penalty: 1327.838989
	Iteration 0F: 2 clusters Score -303813.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -300736.312500 Penalty: 2655.677979
	Iteration 0F: 3 clusters Score -300736.3 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -301548.406250 Penalty: 2655.677979
	Iteration 1F: 3 clusters Score -301548.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -301704.531250 Penalty: 2655.677979
	Iteration 2F: 3 clusters Score -301704.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -301891.156250 Penalty: 2655.677979
	Iteration 3F: 3 clusters Score -301891.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -302101.843750 Penalty: 2655.677979
	Iteration 4F: 3 clusters Score -302101.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -302356.187500 Penalty: 2655.677979
	Iteration 5F: 3 clusters Score -302356.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -302592.781250 Penalty: 2655.677979
	Iteration 6F: 3 clusters Score -302592.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -302730.031250 Penalty: 2655.677979
	Iteration 7F: 3 clusters Score -302730 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -302816.968750 Penalty: 2655.677979
	Iteration 8Q: 3 clusters Score -302817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -302879.187500 Penalty: 2655.677979
	Iteration 9Q: 3 clusters Score -302879.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -302918.500000 Penalty: 2655.677979
	Iteration 10Q: 3 clusters Score -302918.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -302947.406250 Penalty: 2655.677979
	Iteration 11Q: 3 clusters Score -302947.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -302973.906250 Penalty: 2655.677979
	Iteration 12Q: 3 clusters Score -302973.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -302989.218750 Penalty: 2655.677979
	Iteration 13Q: 3 clusters Score -302989.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -302997.218750 Penalty: 2655.677979
	Iteration 14Q: 3 clusters Score -302997.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -303005.625000 Penalty: 2655.677979
	Iteration 15Q: 3 clusters Score -303005.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -303011.625000 Penalty: 2655.677979
	Iteration 16Q: 3 clusters Score -303011.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -303016.812500 Penalty: 2655.677979
	Iteration 17Q: 3 clusters Score -303016.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -303020.375000 Penalty: 2655.677979
	Iteration 18Q: 3 clusters Score -303020.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -303023.281250 Penalty: 2655.677979
	Iteration 19Q: 3 clusters Score -303023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -303025.031250 Penalty: 2655.677979
	Iteration 20F: 3 clusters Score -303025 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -303027.375000 Penalty: 2655.677979
	Iteration 21Q: 3 clusters Score -303027.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -303030.281250 Penalty: 2655.677979
	Iteration 22Q: 3 clusters Score -303030.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -303032.531250 Penalty: 2655.677979
	Iteration 23Q: 3 clusters Score -303032.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -303035.500000 Penalty: 2655.677979
	Iteration 24Q: 3 clusters Score -303035.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -303039.593750 Penalty: 2655.677979
	Iteration 25Q: 3 clusters Score -303039.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -303041.375000 Penalty: 2655.677979
	Iteration 26Q: 3 clusters Score -303041.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -303043.968750 Penalty: 2655.677979
	Iteration 27Q: 3 clusters Score -303044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -303045.531250 Penalty: 2655.677979
	Iteration 28Q: 3 clusters Score -303045.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -303045.812500 Penalty: 2655.677979
	Iteration 29Q: 3 clusters Score -303045.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -303046.937500 Penalty: 2655.677979
	Iteration 30Q: 3 clusters Score -303046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -303046.531250 Penalty: 2655.677979
	Iteration 31Q: 3 clusters Score -303046.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -303046.937500 Penalty: 2655.677979
	Iteration 32Q: 3 clusters Score -303046.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -303046.937500 Penalty: 2655.677979
	Iteration 33F: 3 clusters Score -303046.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (15129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Entering Unmasked Estep 
Score: -1319901.375000 Penalty: 1563.959961
	Iteration 0F: 2 clusters Score -1319901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1309477.875000 Penalty: 3127.919922
	Iteration 0F: 3 clusters Score -1309478 nChanged 6708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1313246.125000 Penalty: 3127.919922
	Iteration 1F: 3 clusters Score -1313246 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1313641.000000 Penalty: 3127.919922
	Iteration 2F: 3 clusters Score -1313641 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1313987.125000 Penalty: 3127.919922
	Iteration 3F: 3 clusters Score -1313987 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1314338.875000 Penalty: 3127.919922
	Iteration 4Q: 3 clusters Score -1314339 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1314691.875000 Penalty: 3127.919922
	Iteration 5Q: 3 clusters Score -1314692 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1315118.750000 Penalty: 3127.919922
	Iteration 6Q: 3 clusters Score -1315119 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1315602.125000 Penalty: 3127.919922
	Iteration 7Q: 3 clusters Score -1315602 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -1316081.125000 Penalty: 3127.919922
	Iteration 8Q: 3 clusters Score -1316081 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -1316571.250000 Penalty: 3127.919922
	Iteration 9Q: 3 clusters Score -1316571 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -1317017.875000 Penalty: 3127.919922
	Iteration 10Q: 3 clusters Score -1317018 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 12821 members 
Entering Unmasked Estep 
Score: -1317360.000000 Penalty: 3127.919922
	Iteration 11Q: 3 clusters Score -1317360 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1317641.500000 Penalty: 3127.919922
	Iteration 12Q: 3 clusters Score -1317642 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -1317841.750000 Penalty: 3127.919922
	Iteration 13Q: 3 clusters Score -1317842 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1318010.375000 Penalty: 3127.919922
	Iteration 14Q: 3 clusters Score -1318010 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1318128.250000 Penalty: 3127.919922
	Iteration 15Q: 3 clusters Score -1318128 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1318242.500000 Penalty: 3127.919922
	Iteration 16Q: 3 clusters Score -1318242 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1318362.750000 Penalty: 3127.919922
	Iteration 17Q: 3 clusters Score -1318363 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -1318473.500000 Penalty: 3127.919922
	Iteration 18Q: 3 clusters Score -1318474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1318541.625000 Penalty: 3127.919922
	Iteration 19Q: 3 clusters Score -1318542 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1318576.000000 Penalty: 3127.919922
	Iteration 20F: 3 clusters Score -1318576 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -1318595.375000 Penalty: 3127.919922
	Iteration 21Q: 3 clusters Score -1318595 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1318601.500000 Penalty: 3127.919922
	Iteration 22Q: 3 clusters Score -1318602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1318608.500000 Penalty: 3127.919922
	Iteration 23Q: 3 clusters Score -1318608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -1318615.875000 Penalty: 3127.919922
	Iteration 24Q: 3 clusters Score -1318616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1318616.875000 Penalty: 3127.919922
	Iteration 25Q: 3 clusters Score -1318617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -1318620.750000 Penalty: 3127.919922
	Iteration 26Q: 3 clusters Score -1318621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -1318625.000000 Penalty: 3127.919922
	Iteration 27Q: 3 clusters Score -1318625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1318627.375000 Penalty: 3127.919922
	Iteration 28Q: 3 clusters Score -1318627 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -1318631.375000 Penalty: 3127.919922
	Iteration 29Q: 3 clusters Score -1318631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1318634.125000 Penalty: 3127.919922
	Iteration 30Q: 3 clusters Score -1318634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -1318635.125000 Penalty: 3127.919922
	Iteration 31Q: 3 clusters Score -1318635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1318634.625000 Penalty: 3127.919922
	Iteration 32Q: 3 clusters Score -1318635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1318634.125000 Penalty: 3127.919922
	Iteration 33Q: 3 clusters Score -1318634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1318634.500000 Penalty: 3127.919922
	Iteration 34Q: 3 clusters Score -1318634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1318634.500000 Penalty: 3127.919922
	Iteration 35F: 3 clusters Score -1318634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -1069104.750000 Penalty: 1528.152222
	Iteration 0F: 2 clusters Score -1069105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1060675.125000 Penalty: 3056.304443
	Iteration 0F: 3 clusters Score -1060675 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1063773.875000 Penalty: 3056.304443
	Iteration 1F: 3 clusters Score -1063774 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1064271.500000 Penalty: 3056.304443
	Iteration 2F: 3 clusters Score -1064272 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1064862.375000 Penalty: 3056.304443
	Iteration 3F: 3 clusters Score -1064862 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1065433.375000 Penalty: 3056.304443
	Iteration 4F: 3 clusters Score -1065433 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1066050.250000 Penalty: 3056.304443
	Iteration 5F: 3 clusters Score -1066050 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1066569.750000 Penalty: 3056.304443
	Iteration 6F: 3 clusters Score -1066570 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1066975.125000 Penalty: 3056.304443
	Iteration 7F: 3 clusters Score -1066975 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1067252.250000 Penalty: 3056.304443
	Iteration 8Q: 3 clusters Score -1067252 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1067467.125000 Penalty: 3056.304443
	Iteration 9Q: 3 clusters Score -1067467 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1067600.375000 Penalty: 3056.304443
	Iteration 10Q: 3 clusters Score -1067600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1067693.750000 Penalty: 3056.304443
	Iteration 11Q: 3 clusters Score -1067694 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1067742.500000 Penalty: 3056.304443
	Iteration 12Q: 3 clusters Score -1067742 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1067774.625000 Penalty: 3056.304443
	Iteration 13Q: 3 clusters Score -1067775 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1067801.250000 Penalty: 3056.304443
	Iteration 14Q: 3 clusters Score -1067801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1067816.875000 Penalty: 3056.304443
	Iteration 15Q: 3 clusters Score -1067817 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1067830.375000 Penalty: 3056.304443
	Iteration 16Q: 3 clusters Score -1067830 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1067837.500000 Penalty: 3056.304443
	Iteration 17Q: 3 clusters Score -1067838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1067851.000000 Penalty: 3056.304443
	Iteration 18Q: 3 clusters Score -1067851 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1067857.125000 Penalty: 3056.304443
	Iteration 19Q: 3 clusters Score -1067857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1067863.625000 Penalty: 3056.304443
	Iteration 20F: 3 clusters Score -1067864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -1067868.625000 Penalty: 3056.304443
	Iteration 21Q: 3 clusters Score -1067869 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1067871.875000 Penalty: 3056.304443
	Iteration 22Q: 3 clusters Score -1067872 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1067874.750000 Penalty: 3056.304443
	Iteration 23Q: 3 clusters Score -1067875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1067877.750000 Penalty: 3056.304443
	Iteration 24Q: 3 clusters Score -1067878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1067885.000000 Penalty: 3056.304443
	Iteration 25Q: 3 clusters Score -1067885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1067887.000000 Penalty: 3056.304443
	Iteration 26Q: 3 clusters Score -1067887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -1067889.125000 Penalty: 3056.304443
	Iteration 27Q: 3 clusters Score -1067889 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -1067891.875000 Penalty: 3056.304443
	Iteration 28Q: 3 clusters Score -1067892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -1067900.000000 Penalty: 3056.304443
	Iteration 29Q: 3 clusters Score -1067900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1067907.750000 Penalty: 3056.304443
	Iteration 30Q: 3 clusters Score -1067908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1067921.875000 Penalty: 3056.304443
	Iteration 31Q: 3 clusters Score -1067922 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1067940.000000 Penalty: 3056.304443
	Iteration 32Q: 3 clusters Score -1067940 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1067962.625000 Penalty: 3056.304443
	Iteration 33Q: 3 clusters Score -1067963 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1067984.750000 Penalty: 3056.304443
	Iteration 34Q: 3 clusters Score -1067985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1068014.750000 Penalty: 3056.304443
	Iteration 35Q: 3 clusters Score -1068015 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1068042.000000 Penalty: 3056.304443
	Iteration 36Q: 3 clusters Score -1068042 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1068057.625000 Penalty: 3056.304443
	Iteration 37Q: 3 clusters Score -1068058 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1068068.875000 Penalty: 3056.304443
	Iteration 38Q: 3 clusters Score -1068069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1068079.125000 Penalty: 3056.304443
	Iteration 39Q: 3 clusters Score -1068079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1068092.750000 Penalty: 3056.304443
	Iteration 40F: 3 clusters Score -1068093 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1068108.875000 Penalty: 3056.304443
	Iteration 41Q: 3 clusters Score -1068109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1068120.375000 Penalty: 3056.304443
	Iteration 42Q: 3 clusters Score -1068120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1068127.750000 Penalty: 3056.304443
	Iteration 43Q: 3 clusters Score -1068128 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1068136.375000 Penalty: 3056.304443
	Iteration 44Q: 3 clusters Score -1068136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1068143.375000 Penalty: 3056.304443
	Iteration 45Q: 3 clusters Score -1068143 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1068144.375000 Penalty: 3056.304443
	Iteration 46Q: 3 clusters Score -1068144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -1068146.625000 Penalty: 3056.304443
	Iteration 47Q: 3 clusters Score -1068147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1068147.500000 Penalty: 3056.304443
	Iteration 48Q: 3 clusters Score -1068148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -1068146.000000 Penalty: 3056.304443
	Iteration 49Q: 3 clusters Score -1068146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -1068146.250000 Penalty: 3056.304443
	Iteration 50Q: 3 clusters Score -1068146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1068145.375000 Penalty: 3056.304443
	Iteration 51Q: 3 clusters Score -1068145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1068148.750000 Penalty: 3056.304443
	Iteration 52Q: 3 clusters Score -1068149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1068145.125000 Penalty: 3056.304443
	Iteration 53Q: 3 clusters Score -1068145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -1068148.125000 Penalty: 3056.304443
	Iteration 54Q: 3 clusters Score -1068148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1068148.250000 Penalty: 3056.304443
	Iteration 55Q: 3 clusters Score -1068148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1068148.375000 Penalty: 3056.304443
	Iteration 56Q: 3 clusters Score -1068148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1068148.375000 Penalty: 3056.304443
	Iteration 57F: 3 clusters Score -1068148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -122632.101562 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -122632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120830.367188 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -120830.4 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121227.578125 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -121227.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -121331.875000 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -121331.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -121393.976562 Penalty: 2388.917725
	Iteration 3Q: 3 clusters Score -121394 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -121458.281250 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -121458.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -121515.421875 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -121515.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121559.750000 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -121559.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -121601.679688 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -121601.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -121637.109375 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -121637.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -121671.234375 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -121671.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -121698.070312 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -121698.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -121720.867188 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -121720.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -121745.320312 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -121745.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -121761.820312 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -121761.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -121773.640625 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -121773.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -121781.007812 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -121781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -121787.890625 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -121787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121795.328125 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -121795.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -121806.039062 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -121806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -121811.640625 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -121811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121814.351562 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -121814.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -121816.585938 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -121816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -121817.554688 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -121817.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121820.281250 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -121820.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -121822.914062 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -121822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -121825.171875 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -121825.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121826.601562 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -121826.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -121826.601562 Penalty: 2388.917725
	Iteration 27F: 3 clusters Score -121826.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Entering Unmasked Estep 
Score: -186717.953125 Penalty: 1256.153442
	Iteration 0F: 2 clusters Score -186718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -184469.265625 Penalty: 2512.306885
	Iteration 0F: 3 clusters Score -184469.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -185022.281250 Penalty: 2512.306885
	Iteration 1F: 3 clusters Score -185022.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -185201.281250 Penalty: 2512.306885
	Iteration 2F: 3 clusters Score -185201.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185411.437500 Penalty: 2512.306885
	Iteration 3F: 3 clusters Score -185411.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -185675.203125 Penalty: 2512.306885
	Iteration 4F: 3 clusters Score -185675.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -185933.328125 Penalty: 2512.306885
	Iteration 5F: 3 clusters Score -185933.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -186132.140625 Penalty: 2512.306885
	Iteration 6F: 3 clusters Score -186132.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186267.671875 Penalty: 2512.306885
	Iteration 7F: 3 clusters Score -186267.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -186353.203125 Penalty: 2512.306885
	Iteration 8Q: 3 clusters Score -186353.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -186413.546875 Penalty: 2512.306885
	Iteration 9Q: 3 clusters Score -186413.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -186450.687500 Penalty: 2512.306885
	Iteration 10Q: 3 clusters Score -186450.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186470.968750 Penalty: 2512.306885
	Iteration 11Q: 3 clusters Score -186471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186484.546875 Penalty: 2512.306885
	Iteration 12Q: 3 clusters Score -186484.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186493.671875 Penalty: 2512.306885
	Iteration 13Q: 3 clusters Score -186493.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186499.125000 Penalty: 2512.306885
	Iteration 14Q: 3 clusters Score -186499.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -186502.640625 Penalty: 2512.306885
	Iteration 15Q: 3 clusters Score -186502.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -186507.562500 Penalty: 2512.306885
	Iteration 16Q: 3 clusters Score -186507.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -186510.562500 Penalty: 2512.306885
	Iteration 17Q: 3 clusters Score -186510.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -186511.281250 Penalty: 2512.306885
	Iteration 18Q: 3 clusters Score -186511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186511.609375 Penalty: 2512.306885
	Iteration 19Q: 3 clusters Score -186511.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -186511.609375 Penalty: 2512.306885
	Iteration 20F: 3 clusters Score -186511.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Entering Unmasked Estep 
Score: -426107.625000 Penalty: 1399.206421
	Iteration 0F: 2 clusters Score -426107.6 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 2741 members 
Entering Unmasked Estep 
Score: -421802.375000 Penalty: 2798.412842
	Iteration 0F: 3 clusters Score -421802.4 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -423197.968750 Penalty: 2798.412842
	Iteration 1F: 3 clusters Score -423198 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -423605.500000 Penalty: 2798.412842
	Iteration 2F: 3 clusters Score -423605.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -423929.625000 Penalty: 2798.412842
	Iteration 3F: 3 clusters Score -423929.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -424185.593750 Penalty: 2798.412842
	Iteration 4F: 3 clusters Score -424185.6 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -424356.843750 Penalty: 2798.412842
	Iteration 5Q: 3 clusters Score -424356.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -424482.625000 Penalty: 2798.412842
	Iteration 6Q: 3 clusters Score -424482.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -424572.656250 Penalty: 2798.412842
	Iteration 7Q: 3 clusters Score -424572.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -424637.531250 Penalty: 2798.412842
	Iteration 8Q: 3 clusters Score -424637.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -424697.968750 Penalty: 2798.412842
	Iteration 9Q: 3 clusters Score -424698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -424738.312500 Penalty: 2798.412842
	Iteration 10Q: 3 clusters Score -424738.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -424769.593750 Penalty: 2798.412842
	Iteration 11Q: 3 clusters Score -424769.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -424796.031250 Penalty: 2798.412842
	Iteration 12Q: 3 clusters Score -424796 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -424819.031250 Penalty: 2798.412842
	Iteration 13Q: 3 clusters Score -424819 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -424839.593750 Penalty: 2798.412842
	Iteration 14Q: 3 clusters Score -424839.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -424857.562500 Penalty: 2798.412842
	Iteration 15Q: 3 clusters Score -424857.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -424871.218750 Penalty: 2798.412842
	Iteration 16Q: 3 clusters Score -424871.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -424884.125000 Penalty: 2798.412842
	Iteration 17Q: 3 clusters Score -424884.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -424889.343750 Penalty: 2798.412842
	Iteration 18Q: 3 clusters Score -424889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -424895.250000 Penalty: 2798.412842
	Iteration 19Q: 3 clusters Score -424895.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -424899.281250 Penalty: 2798.412842
	Iteration 20F: 3 clusters Score -424899.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -424904.531250 Penalty: 2798.412842
	Iteration 21Q: 3 clusters Score -424904.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -424909.718750 Penalty: 2798.412842
	Iteration 22Q: 3 clusters Score -424909.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -424914.000000 Penalty: 2798.412842
	Iteration 23Q: 3 clusters Score -424914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -424917.218750 Penalty: 2798.412842
	Iteration 24Q: 3 clusters Score -424917.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -424923.718750 Penalty: 2798.412842
	Iteration 25Q: 3 clusters Score -424923.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -424929.625000 Penalty: 2798.412842
	Iteration 26Q: 3 clusters Score -424929.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -424934.718750 Penalty: 2798.412842
	Iteration 27Q: 3 clusters Score -424934.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -424938.781250 Penalty: 2798.412842
	Iteration 28Q: 3 clusters Score -424938.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -424943.062500 Penalty: 2798.412842
	Iteration 29Q: 3 clusters Score -424943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -424947.093750 Penalty: 2798.412842
	Iteration 30Q: 3 clusters Score -424947.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -424949.687500 Penalty: 2798.412842
	Iteration 31Q: 3 clusters Score -424949.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -424950.343750 Penalty: 2798.412842
	Iteration 32Q: 3 clusters Score -424950.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -424950.531250 Penalty: 2798.412842
	Iteration 33Q: 3 clusters Score -424950.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -424952.875000 Penalty: 2798.412842
	Iteration 34Q: 3 clusters Score -424952.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -424952.968750 Penalty: 2798.412842
	Iteration 35Q: 3 clusters Score -424953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -424953.406250 Penalty: 2798.412842
	Iteration 36Q: 3 clusters Score -424953.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -424954.468750 Penalty: 2798.412842
	Iteration 37Q: 3 clusters Score -424954.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -424954.906250 Penalty: 2798.412842
	Iteration 38Q: 3 clusters Score -424954.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -424954.843750 Penalty: 2798.412842
	Iteration 39Q: 3 clusters Score -424954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -424954.875000 Penalty: 2798.412842
	Iteration 40F: 3 clusters Score -424954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -424955.187500 Penalty: 2798.412842
	Iteration 41Q: 3 clusters Score -424955.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -424956.437500 Penalty: 2798.412842
	Iteration 42Q: 3 clusters Score -424956.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -424955.687500 Penalty: 2798.412842
	Iteration 43Q: 3 clusters Score -424955.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -424954.843750 Penalty: 2798.412842
	Iteration 44Q: 3 clusters Score -424954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -424955.531250 Penalty: 2798.412842
	Iteration 45Q: 3 clusters Score -424955.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -424956.312500 Penalty: 2798.412842
	Iteration 46Q: 3 clusters Score -424956.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -424956.718750 Penalty: 2798.412842
	Iteration 47Q: 3 clusters Score -424956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -424958.375000 Penalty: 2798.412842
	Iteration 48Q: 3 clusters Score -424958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -424958.593750 Penalty: 2798.412842
	Iteration 49Q: 3 clusters Score -424958.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -424959.187500 Penalty: 2798.412842
	Iteration 50Q: 3 clusters Score -424959.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -424960.468750 Penalty: 2798.412842
	Iteration 51Q: 3 clusters Score -424960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -424961.406250 Penalty: 2798.412842
	Iteration 52Q: 3 clusters Score -424961.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -424962.250000 Penalty: 2798.412842
	Iteration 53Q: 3 clusters Score -424962.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -424964.812500 Penalty: 2798.412842
	Iteration 54Q: 3 clusters Score -424964.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -424967.406250 Penalty: 2798.412842
	Iteration 55Q: 3 clusters Score -424967.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -424968.750000 Penalty: 2798.412842
	Iteration 56Q: 3 clusters Score -424968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -424970.437500 Penalty: 2798.412842
	Iteration 57Q: 3 clusters Score -424970.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -424972.031250 Penalty: 2798.412842
	Iteration 58Q: 3 clusters Score -424972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -424972.406250 Penalty: 2798.412842
	Iteration 59Q: 3 clusters Score -424972.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -424973.812500 Penalty: 2798.412842
	Iteration 60F: 3 clusters Score -424973.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -424974.218750 Penalty: 2798.412842
	Iteration 61Q: 3 clusters Score -424974.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -424974.437500 Penalty: 2798.412842
	Iteration 62Q: 3 clusters Score -424974.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -424974.656250 Penalty: 2798.412842
	Iteration 63Q: 3 clusters Score -424974.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -424974.781250 Penalty: 2798.412842
	Iteration 64Q: 3 clusters Score -424974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -424975.281250 Penalty: 2798.412842
	Iteration 65Q: 3 clusters Score -424975.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -424975.812500 Penalty: 2798.412842
	Iteration 66Q: 3 clusters Score -424975.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -424976.156250 Penalty: 2798.412842
	Iteration 67Q: 3 clusters Score -424976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -424976.156250 Penalty: 2798.412842
	Iteration 68F: 3 clusters Score -424976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -47800.980469 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -47800.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46662.929688 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -46662.93 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46816.472656 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -46816.47 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46887.785156 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -46887.79 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46926.500000 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -46926.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46943.019531 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -46943.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46951.820312 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -46951.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46954.164062 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -46954.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46954.164062 Penalty: 2074.639648
	Iteration 7F: 3 clusters Score -46954.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Entering Unmasked Estep 
Score: -106171.281250 Penalty: 1194.875732
	Iteration 0F: 2 clusters Score -106171.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -104526.640625 Penalty: 2389.751465
	Iteration 0F: 3 clusters Score -104526.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105060.718750 Penalty: 2389.751465
	Iteration 1F: 3 clusters Score -105060.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -105254.625000 Penalty: 2389.751465
	Iteration 2F: 3 clusters Score -105254.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -105371.093750 Penalty: 2389.751465
	Iteration 3F: 3 clusters Score -105371.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -105450.218750 Penalty: 2389.751465
	Iteration 4Q: 3 clusters Score -105450.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -105528.140625 Penalty: 2389.751465
	Iteration 5Q: 3 clusters Score -105528.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -105589.742188 Penalty: 2389.751465
	Iteration 6Q: 3 clusters Score -105589.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -105657.976562 Penalty: 2389.751465
	Iteration 7Q: 3 clusters Score -105658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -105703.187500 Penalty: 2389.751465
	Iteration 8Q: 3 clusters Score -105703.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -105737.664062 Penalty: 2389.751465
	Iteration 9Q: 3 clusters Score -105737.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -105767.046875 Penalty: 2389.751465
	Iteration 10Q: 3 clusters Score -105767 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105810.507812 Penalty: 2389.751465
	Iteration 11Q: 3 clusters Score -105810.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -105865.953125 Penalty: 2389.751465
	Iteration 12Q: 3 clusters Score -105866 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -105908.773438 Penalty: 2389.751465
	Iteration 13Q: 3 clusters Score -105908.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -105965.859375 Penalty: 2389.751465
	Iteration 14Q: 3 clusters Score -105965.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -106024.679688 Penalty: 2389.751465
	Iteration 15Q: 3 clusters Score -106024.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -106076.265625 Penalty: 2389.751465
	Iteration 16Q: 3 clusters Score -106076.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106118.195312 Penalty: 2389.751465
	Iteration 17Q: 3 clusters Score -106118.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -106151.687500 Penalty: 2389.751465
	Iteration 18Q: 3 clusters Score -106151.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -106175.382812 Penalty: 2389.751465
	Iteration 19Q: 3 clusters Score -106175.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -106192.601562 Penalty: 2389.751465
	Iteration 20F: 3 clusters Score -106192.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106209.046875 Penalty: 2389.751465
	Iteration 21Q: 3 clusters Score -106209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106222.500000 Penalty: 2389.751465
	Iteration 22Q: 3 clusters Score -106222.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -106234.898438 Penalty: 2389.751465
	Iteration 23Q: 3 clusters Score -106234.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106245.492188 Penalty: 2389.751465
	Iteration 24Q: 3 clusters Score -106245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -106263.664062 Penalty: 2389.751465
	Iteration 25Q: 3 clusters Score -106263.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -106289.687500 Penalty: 2389.751465
	Iteration 26Q: 3 clusters Score -106289.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -106309.039062 Penalty: 2389.751465
	Iteration 27Q: 3 clusters Score -106309 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -106323.562500 Penalty: 2389.751465
	Iteration 28Q: 3 clusters Score -106323.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -106337.859375 Penalty: 2389.751465
	Iteration 29Q: 3 clusters Score -106337.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -106350.500000 Penalty: 2389.751465
	Iteration 30Q: 3 clusters Score -106350.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -106358.468750 Penalty: 2389.751465
	Iteration 31Q: 3 clusters Score -106358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -106362.242188 Penalty: 2389.751465
	Iteration 32Q: 3 clusters Score -106362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -106364.859375 Penalty: 2389.751465
	Iteration 33Q: 3 clusters Score -106364.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -106366.281250 Penalty: 2389.751465
	Iteration 34Q: 3 clusters Score -106366.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -106367.109375 Penalty: 2389.751465
	Iteration 35Q: 3 clusters Score -106367.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -106368.585938 Penalty: 2389.751465
	Iteration 36Q: 3 clusters Score -106368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -106369.421875 Penalty: 2389.751465
	Iteration 37Q: 3 clusters Score -106369.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -106370.875000 Penalty: 2389.751465
	Iteration 38Q: 3 clusters Score -106370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -106370.875000 Penalty: 2389.751465
	Iteration 39F: 3 clusters Score -106370.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 670 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 891 members 
Entering Unmasked Estep 
Score: -40894288.000000 Penalty: 89363.875000
Splitting cluster 35 changes total score from -40895000.000000 to -40894288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Entering Unmasked Estep 
Score: -805024.625000 Penalty: 1482.741699
	Iteration 0F: 2 clusters Score -805024.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -798387.125000 Penalty: 2965.483398
	Iteration 0F: 3 clusters Score -798387.1 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -800719.812500 Penalty: 2965.483398
	Iteration 1F: 3 clusters Score -800719.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -801236.750000 Penalty: 2965.483398
	Iteration 2F: 3 clusters Score -801236.8 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -801854.312500 Penalty: 2965.483398
	Iteration 3F: 3 clusters Score -801854.3 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -802553.812500 Penalty: 2965.483398
	Iteration 4F: 3 clusters Score -802553.8 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -803252.937500 Penalty: 2965.483398
	Iteration 5F: 3 clusters Score -803252.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -803827.562500 Penalty: 2965.483398
	Iteration 6F: 3 clusters Score -803827.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -804179.562500 Penalty: 2965.483398
	Iteration 7Q: 3 clusters Score -804179.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -804340.625000 Penalty: 2965.483398
	Iteration 8Q: 3 clusters Score -804340.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -804437.312500 Penalty: 2965.483398
	Iteration 9Q: 3 clusters Score -804437.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -804484.500000 Penalty: 2965.483398
	Iteration 10Q: 3 clusters Score -804484.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -804509.187500 Penalty: 2965.483398
	Iteration 11Q: 3 clusters Score -804509.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -804529.812500 Penalty: 2965.483398
	Iteration 12Q: 3 clusters Score -804529.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -804544.062500 Penalty: 2965.483398
	Iteration 13Q: 3 clusters Score -804544.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -804554.125000 Penalty: 2965.483398
	Iteration 14Q: 3 clusters Score -804554.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -804562.250000 Penalty: 2965.483398
	Iteration 15Q: 3 clusters Score -804562.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -804568.187500 Penalty: 2965.483398
	Iteration 16Q: 3 clusters Score -804568.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -804574.937500 Penalty: 2965.483398
	Iteration 17Q: 3 clusters Score -804574.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -804576.562500 Penalty: 2965.483398
	Iteration 18Q: 3 clusters Score -804576.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -804581.062500 Penalty: 2965.483398
	Iteration 19Q: 3 clusters Score -804581.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -804581.687500 Penalty: 2965.483398
	Iteration 20F: 3 clusters Score -804581.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -804585.125000 Penalty: 2965.483398
	Iteration 21Q: 3 clusters Score -804585.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -804584.562500 Penalty: 2965.483398
	Iteration 22Q: 3 clusters Score -804584.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -804586.750000 Penalty: 2965.483398
	Iteration 23Q: 3 clusters Score -804586.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -804588.937500 Penalty: 2965.483398
	Iteration 24Q: 3 clusters Score -804588.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -804590.937500 Penalty: 2965.483398
	Iteration 25Q: 3 clusters Score -804590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -804591.687500 Penalty: 2965.483398
	Iteration 26Q: 3 clusters Score -804591.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -804594.500000 Penalty: 2965.483398
	Iteration 27Q: 3 clusters Score -804594.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -804597.937500 Penalty: 2965.483398
	Iteration 28Q: 3 clusters Score -804597.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -804597.562500 Penalty: 2965.483398
	Iteration 29Q: 3 clusters Score -804597.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -804598.687500 Penalty: 2965.483398
	Iteration 30Q: 3 clusters Score -804598.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -804601.187500 Penalty: 2965.483398
	Iteration 31Q: 3 clusters Score -804601.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -804604.062500 Penalty: 2965.483398
	Iteration 32Q: 3 clusters Score -804604.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -804605.562500 Penalty: 2965.483398
	Iteration 33Q: 3 clusters Score -804605.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -804607.875000 Penalty: 2965.483398
	Iteration 34Q: 3 clusters Score -804607.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -804608.062500 Penalty: 2965.483398
	Iteration 35Q: 3 clusters Score -804608.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -804608.375000 Penalty: 2965.483398
	Iteration 36Q: 3 clusters Score -804608.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -804609.062500 Penalty: 2965.483398
	Iteration 37Q: 3 clusters Score -804609.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -804610.125000 Penalty: 2965.483398
	Iteration 38Q: 3 clusters Score -804610.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -804610.812500 Penalty: 2965.483398
	Iteration 39Q: 3 clusters Score -804610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -804610.312500 Penalty: 2965.483398
	Iteration 40F: 3 clusters Score -804610.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -804611.500000 Penalty: 2965.483398
	Iteration 41Q: 3 clusters Score -804611.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -804611.500000 Penalty: 2965.483398
	Iteration 42F: 3 clusters Score -804611.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1833086.125000 Penalty: 1612.279541
	Iteration 0F: 2 clusters Score -1833086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1819236.250000 Penalty: 3224.559082
	Iteration 0F: 3 clusters Score -1819236 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1824271.750000 Penalty: 3224.559082
	Iteration 1F: 3 clusters Score -1824272 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1824585.000000 Penalty: 3224.559082
	Iteration 2Q: 3 clusters Score -1824585 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1824873.500000 Penalty: 3224.559082
	Iteration 3Q: 3 clusters Score -1824874 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -1825161.375000 Penalty: 3224.559082
	Iteration 4Q: 3 clusters Score -1825161 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1825435.000000 Penalty: 3224.559082
	Iteration 5Q: 3 clusters Score -1825435 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1825727.750000 Penalty: 3224.559082
	Iteration 6Q: 3 clusters Score -1825728 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -1826071.625000 Penalty: 3224.559082
	Iteration 7Q: 3 clusters Score -1826072 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1826482.625000 Penalty: 3224.559082
	Iteration 8Q: 3 clusters Score -1826483 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -1826975.875000 Penalty: 3224.559082
	Iteration 9Q: 3 clusters Score -1826976 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -1827598.875000 Penalty: 3224.559082
	Iteration 10Q: 3 clusters Score -1827599 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1828344.875000 Penalty: 3224.559082
	Iteration 11Q: 3 clusters Score -1828345 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -1829120.875000 Penalty: 3224.559082
	Iteration 12Q: 3 clusters Score -1829121 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -1829828.750000 Penalty: 3224.559082
	Iteration 13Q: 3 clusters Score -1829829 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -1830366.875000 Penalty: 3224.559082
	Iteration 14Q: 3 clusters Score -1830367 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -1830764.250000 Penalty: 3224.559082
	Iteration 15Q: 3 clusters Score -1830764 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1831098.500000 Penalty: 3224.559082
	Iteration 16Q: 3 clusters Score -1831098 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -1831311.000000 Penalty: 3224.559082
	Iteration 17Q: 3 clusters Score -1831311 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -1831434.625000 Penalty: 3224.559082
	Iteration 18Q: 3 clusters Score -1831435 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -1831506.500000 Penalty: 3224.559082
	Iteration 19Q: 3 clusters Score -1831506 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1831549.125000 Penalty: 3224.559082
	Iteration 20F: 3 clusters Score -1831549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -1831570.000000 Penalty: 3224.559082
	Iteration 21Q: 3 clusters Score -1831570 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1831595.250000 Penalty: 3224.559082
	Iteration 22Q: 3 clusters Score -1831595 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -1831616.375000 Penalty: 3224.559082
	Iteration 23Q: 3 clusters Score -1831616 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -1831631.250000 Penalty: 3224.559082
	Iteration 24Q: 3 clusters Score -1831631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1831645.750000 Penalty: 3224.559082
	Iteration 25Q: 3 clusters Score -1831646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -1831665.000000 Penalty: 3224.559082
	Iteration 26Q: 3 clusters Score -1831665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -1831677.250000 Penalty: 3224.559082
	Iteration 27Q: 3 clusters Score -1831677 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1831685.000000 Penalty: 3224.559082
	Iteration 28Q: 3 clusters Score -1831685 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1831690.125000 Penalty: 3224.559082
	Iteration 29Q: 3 clusters Score -1831690 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -1831695.625000 Penalty: 3224.559082
	Iteration 30Q: 3 clusters Score -1831696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -1831696.750000 Penalty: 3224.559082
	Iteration 31Q: 3 clusters Score -1831697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -1831701.125000 Penalty: 3224.559082
	Iteration 32Q: 3 clusters Score -1831701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -1831703.875000 Penalty: 3224.559082
	Iteration 33Q: 3 clusters Score -1831704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -1831705.625000 Penalty: 3224.559082
	Iteration 34Q: 3 clusters Score -1831706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -1831704.750000 Penalty: 3224.559082
	Iteration 35Q: 3 clusters Score -1831705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1831708.750000 Penalty: 3224.559082
	Iteration 36Q: 3 clusters Score -1831709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -1831707.875000 Penalty: 3224.559082
	Iteration 37Q: 3 clusters Score -1831708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -1831706.375000 Penalty: 3224.559082
	Iteration 38Q: 3 clusters Score -1831706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -1831704.500000 Penalty: 3224.559082
	Iteration 39Q: 3 clusters Score -1831704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -1831705.250000 Penalty: 3224.559082
	Iteration 40F: 3 clusters Score -1831705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -1831706.750000 Penalty: 3224.559082
	Iteration 41Q: 3 clusters Score -1831707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1831705.875000 Penalty: 3224.559082
	Iteration 42Q: 3 clusters Score -1831706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -1831705.875000 Penalty: 3224.559082
	Iteration 43F: 3 clusters Score -1831706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -105406.531250 Penalty: 1164.141357
	Iteration 0F: 2 clusters Score -105406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -103780.570312 Penalty: 2328.282715
	Iteration 0F: 3 clusters Score -103780.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -104154.109375 Penalty: 2328.282715
	Iteration 1F: 3 clusters Score -104154.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -104285.195312 Penalty: 2328.282715
	Iteration 2F: 3 clusters Score -104285.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -104365.171875 Penalty: 2328.282715
	Iteration 3F: 3 clusters Score -104365.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -104424.625000 Penalty: 2328.282715
	Iteration 4Q: 3 clusters Score -104424.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -104481.468750 Penalty: 2328.282715
	Iteration 5Q: 3 clusters Score -104481.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -104525.476562 Penalty: 2328.282715
	Iteration 6Q: 3 clusters Score -104525.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -104581.304688 Penalty: 2328.282715
	Iteration 7Q: 3 clusters Score -104581.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -104632.968750 Penalty: 2328.282715
	Iteration 8Q: 3 clusters Score -104633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104686.945312 Penalty: 2328.282715
	Iteration 9Q: 3 clusters Score -104686.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -104727.789062 Penalty: 2328.282715
	Iteration 10Q: 3 clusters Score -104727.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104751.671875 Penalty: 2328.282715
	Iteration 11Q: 3 clusters Score -104751.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -104776.062500 Penalty: 2328.282715
	Iteration 12Q: 3 clusters Score -104776.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -104797.703125 Penalty: 2328.282715
	Iteration 13Q: 3 clusters Score -104797.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104821.531250 Penalty: 2328.282715
	Iteration 14Q: 3 clusters Score -104821.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -104867.351562 Penalty: 2328.282715
	Iteration 15Q: 3 clusters Score -104867.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -104902.835938 Penalty: 2328.282715
	Iteration 16Q: 3 clusters Score -104902.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -104938.132812 Penalty: 2328.282715
	Iteration 17Q: 3 clusters Score -104938.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -104961.414062 Penalty: 2328.282715
	Iteration 18Q: 3 clusters Score -104961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104976.101562 Penalty: 2328.282715
	Iteration 19Q: 3 clusters Score -104976.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104989.109375 Penalty: 2328.282715
	Iteration 20F: 3 clusters Score -104989.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -104992.414062 Penalty: 2328.282715
	Iteration 21Q: 3 clusters Score -104992.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104994.507812 Penalty: 2328.282715
	Iteration 22Q: 3 clusters Score -104994.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104995.703125 Penalty: 2328.282715
	Iteration 23Q: 3 clusters Score -104995.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104996.234375 Penalty: 2328.282715
	Iteration 24Q: 3 clusters Score -104996.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -104996.234375 Penalty: 2328.282715
	Iteration 25F: 3 clusters Score -104996.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -215857.000000 Penalty: 1278.715698
	Iteration 0F: 2 clusters Score -215857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -213389.281250 Penalty: 2557.431396
	Iteration 0F: 3 clusters Score -213389.3 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -214004.828125 Penalty: 2557.431396
	Iteration 1F: 3 clusters Score -214004.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -214269.250000 Penalty: 2557.431396
	Iteration 2F: 3 clusters Score -214269.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -214556.500000 Penalty: 2557.431396
	Iteration 3F: 3 clusters Score -214556.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -214851.468750 Penalty: 2557.431396
	Iteration 4F: 3 clusters Score -214851.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -215122.390625 Penalty: 2557.431396
	Iteration 5F: 3 clusters Score -215122.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -215317.296875 Penalty: 2557.431396
	Iteration 6F: 3 clusters Score -215317.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -215449.000000 Penalty: 2557.431396
	Iteration 7Q: 3 clusters Score -215449 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -215534.203125 Penalty: 2557.431396
	Iteration 8Q: 3 clusters Score -215534.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -215621.609375 Penalty: 2557.431396
	Iteration 9Q: 3 clusters Score -215621.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -215683.703125 Penalty: 2557.431396
	Iteration 10Q: 3 clusters Score -215683.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -215705.171875 Penalty: 2557.431396
	Iteration 11Q: 3 clusters Score -215705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -215717.500000 Penalty: 2557.431396
	Iteration 12Q: 3 clusters Score -215717.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -215722.187500 Penalty: 2557.431396
	Iteration 13Q: 3 clusters Score -215722.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -215723.437500 Penalty: 2557.431396
	Iteration 14Q: 3 clusters Score -215723.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215723.156250 Penalty: 2557.431396
	Iteration 15Q: 3 clusters Score -215723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -215723.156250 Penalty: 2557.431396
	Iteration 16F: 3 clusters Score -215723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -94008.851562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -94008.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -92480.695312 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -92480.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -92756.750000 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -92756.75 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -92865.421875 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -92865.42 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92912.382812 Penalty: 2284.741211
	Iteration 3Q: 3 clusters Score -92912.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -92943.093750 Penalty: 2284.741211
	Iteration 4Q: 3 clusters Score -92943.09 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -92974.750000 Penalty: 2284.741211
	Iteration 5Q: 3 clusters Score -92974.75 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93007.515625 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -93007.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -93053.148438 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -93053.15 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -93081.664062 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -93081.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -93097.210938 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -93097.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93108.398438 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -93108.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -93120.914062 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -93120.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93134.671875 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -93134.67 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -93152.890625 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -93152.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -93163.460938 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -93163.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -93171.437500 Penalty: 2284.741211
	Iteration 15Q: 3 clusters Score -93171.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93178.640625 Penalty: 2284.741211
	Iteration 16Q: 3 clusters Score -93178.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -93187.335938 Penalty: 2284.741211
	Iteration 17Q: 3 clusters Score -93187.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -93192.648438 Penalty: 2284.741211
	Iteration 18Q: 3 clusters Score -93192.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93195.632812 Penalty: 2284.741211
	Iteration 19Q: 3 clusters Score -93195.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -93202.398438 Penalty: 2284.741211
	Iteration 20F: 3 clusters Score -93202.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -93205.484375 Penalty: 2284.741211
	Iteration 21Q: 3 clusters Score -93205.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -93207.406250 Penalty: 2284.741211
	Iteration 22Q: 3 clusters Score -93207.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -93208.226562 Penalty: 2284.741211
	Iteration 23Q: 3 clusters Score -93208.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -93210.054688 Penalty: 2284.741211
	Iteration 24Q: 3 clusters Score -93210.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -93214.906250 Penalty: 2284.741211
	Iteration 25Q: 3 clusters Score -93214.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -93218.218750 Penalty: 2284.741211
	Iteration 26Q: 3 clusters Score -93218.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93219.671875 Penalty: 2284.741211
	Iteration 27Q: 3 clusters Score -93219.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -93221.898438 Penalty: 2284.741211
	Iteration 28Q: 3 clusters Score -93221.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93224.640625 Penalty: 2284.741211
	Iteration 29Q: 3 clusters Score -93224.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -93228.671875 Penalty: 2284.741211
	Iteration 30Q: 3 clusters Score -93228.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93235.625000 Penalty: 2284.741211
	Iteration 31Q: 3 clusters Score -93235.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -93247.937500 Penalty: 2284.741211
	Iteration 32Q: 3 clusters Score -93247.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -93259.656250 Penalty: 2284.741211
	Iteration 33Q: 3 clusters Score -93259.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -93267.960938 Penalty: 2284.741211
	Iteration 34Q: 3 clusters Score -93267.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -93276.390625 Penalty: 2284.741211
	Iteration 35Q: 3 clusters Score -93276.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -93284.507812 Penalty: 2284.741211
	Iteration 36Q: 3 clusters Score -93284.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -93290.414062 Penalty: 2284.741211
	Iteration 37Q: 3 clusters Score -93290.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -93299.960938 Penalty: 2284.741211
	Iteration 38Q: 3 clusters Score -93299.96 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93318.695312 Penalty: 2284.741211
	Iteration 39Q: 3 clusters Score -93318.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -93343.179688 Penalty: 2284.741211
	Iteration 40F: 3 clusters Score -93343.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -93357.320312 Penalty: 2284.741211
	Iteration 41Q: 3 clusters Score -93357.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -93373.250000 Penalty: 2284.741211
	Iteration 42Q: 3 clusters Score -93373.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -93383.429688 Penalty: 2284.741211
	Iteration 43Q: 3 clusters Score -93383.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -93392.046875 Penalty: 2284.741211
	Iteration 44Q: 3 clusters Score -93392.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -93396.171875 Penalty: 2284.741211
	Iteration 45Q: 3 clusters Score -93396.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -93402.085938 Penalty: 2284.741211
	Iteration 46Q: 3 clusters Score -93402.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93404.085938 Penalty: 2284.741211
	Iteration 47Q: 3 clusters Score -93404.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -93404.085938 Penalty: 2284.741211
	Iteration 48F: 3 clusters Score -93404.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -193759.046875 Penalty: 1252.031982
	Iteration 0F: 2 clusters Score -193759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -191497.703125 Penalty: 2504.063965
	Iteration 0F: 3 clusters Score -191497.7 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -192004.453125 Penalty: 2504.063965
	Iteration 1F: 3 clusters Score -192004.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -192110.546875 Penalty: 2504.063965
	Iteration 2F: 3 clusters Score -192110.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -192172.343750 Penalty: 2504.063965
	Iteration 3Q: 3 clusters Score -192172.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -192238.015625 Penalty: 2504.063965
	Iteration 4Q: 3 clusters Score -192238 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -192301.828125 Penalty: 2504.063965
	Iteration 5Q: 3 clusters Score -192301.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -192368.203125 Penalty: 2504.063965
	Iteration 6Q: 3 clusters Score -192368.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -192431.984375 Penalty: 2504.063965
	Iteration 7Q: 3 clusters Score -192432 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -192502.125000 Penalty: 2504.063965
	Iteration 8Q: 3 clusters Score -192502.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -192566.718750 Penalty: 2504.063965
	Iteration 9Q: 3 clusters Score -192566.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -192618.046875 Penalty: 2504.063965
	Iteration 10Q: 3 clusters Score -192618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -192659.281250 Penalty: 2504.063965
	Iteration 11Q: 3 clusters Score -192659.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -192714.593750 Penalty: 2504.063965
	Iteration 12Q: 3 clusters Score -192714.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -192756.781250 Penalty: 2504.063965
	Iteration 13Q: 3 clusters Score -192756.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -192776.234375 Penalty: 2504.063965
	Iteration 14Q: 3 clusters Score -192776.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -192790.015625 Penalty: 2504.063965
	Iteration 15Q: 3 clusters Score -192790 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192801.187500 Penalty: 2504.063965
	Iteration 16Q: 3 clusters Score -192801.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -192805.359375 Penalty: 2504.063965
	Iteration 17Q: 3 clusters Score -192805.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192807.406250 Penalty: 2504.063965
	Iteration 18Q: 3 clusters Score -192807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -192810.562500 Penalty: 2504.063965
	Iteration 19Q: 3 clusters Score -192810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -192815.140625 Penalty: 2504.063965
	Iteration 20F: 3 clusters Score -192815.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192821.593750 Penalty: 2504.063965
	Iteration 21Q: 3 clusters Score -192821.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -192829.890625 Penalty: 2504.063965
	Iteration 22Q: 3 clusters Score -192829.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -192837.359375 Penalty: 2504.063965
	Iteration 23Q: 3 clusters Score -192837.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -192842.968750 Penalty: 2504.063965
	Iteration 24Q: 3 clusters Score -192843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -192847.359375 Penalty: 2504.063965
	Iteration 25Q: 3 clusters Score -192847.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -192850.437500 Penalty: 2504.063965
	Iteration 26Q: 3 clusters Score -192850.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -192851.812500 Penalty: 2504.063965
	Iteration 27Q: 3 clusters Score -192851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -192853.765625 Penalty: 2504.063965
	Iteration 28Q: 3 clusters Score -192853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192856.109375 Penalty: 2504.063965
	Iteration 29Q: 3 clusters Score -192856.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192857.296875 Penalty: 2504.063965
	Iteration 30Q: 3 clusters Score -192857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -192857.296875 Penalty: 2504.063965
	Iteration 31F: 3 clusters Score -192857.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2925 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18080 members 
Mstep: Class 12 contains 36385 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3036 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5489 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895012.000000 Penalty: 87236.164062
Iteration 159Q: 42 clusters Score -4.089501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 12478 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18077 members 
Mstep: Class 12 contains 36386 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3037 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3538 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5488 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895020.000000 Penalty: 87236.164062
Iteration 160F: 42 clusters Score -4.089502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2931 members 
Mstep: Class 4 contains 12476 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36703 members 
Mstep: Class 11 contains 18073 members 
Mstep: Class 12 contains 36390 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3038 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3537 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9178 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895004.000000 Penalty: 87236.164062
Iteration 161Q: 42 clusters Score -4.0895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5906 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11815 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18069 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3039 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18737 members 
Mstep: Class 28 contains 3536 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5485 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9179 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895008.000000 Penalty: 87236.164062
Iteration 162Q: 42 clusters Score -4.089501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2934 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40120 members 
Mstep: Class 8 contains 11814 members 
Mstep: Class 9 contains 11775 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18067 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46072 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3042 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18735 members 
Mstep: Class 28 contains 3535 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5487 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9179 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894984.000000 Penalty: 87236.164062
Iteration 163Q: 42 clusters Score -4.089498e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40121 members 
Mstep: Class 8 contains 11813 members 
Mstep: Class 9 contains 11774 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18063 members 
Mstep: Class 12 contains 36391 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3046 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18735 members 
Mstep: Class 28 contains 3535 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5490 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9179 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 164Q: 42 clusters Score -4.0895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1613 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40122 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18059 members 
Mstep: Class 12 contains 36392 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3049 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18735 members 
Mstep: Class 28 contains 3535 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5492 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9179 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 165Q: 42 clusters Score -4.0895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40122 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18052 members 
Mstep: Class 12 contains 36393 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46071 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3054 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18735 members 
Mstep: Class 28 contains 3534 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5492 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1561 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895000.000000 Penalty: 87236.164062
Iteration 166Q: 42 clusters Score -4.0895e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2937 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40122 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11772 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18049 members 
Mstep: Class 12 contains 36393 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46070 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2825 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3057 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18735 members 
Mstep: Class 28 contains 3534 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5492 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894996.000000 Penalty: 87236.164062
Iteration 167Q: 42 clusters Score -4.0895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2936 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40124 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 36394 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8429 members 
Mstep: Class 15 contains 46070 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2826 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3060 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18734 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15129 members 
Mstep: Class 30 contains 12138 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2276 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1559 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894992.000000 Penalty: 87236.164062
Iteration 168Q: 42 clusters Score -4.089499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40126 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2827 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3062 members 
Mstep: Class 24 contains 3648 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15128 members 
Mstep: Class 30 contains 12139 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895008.000000 Penalty: 87236.164062
Iteration 169Q: 42 clusters Score -4.089501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40127 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18047 members 
Mstep: Class 12 contains 36397 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3063 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18731 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15127 members 
Mstep: Class 30 contains 12140 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894988.000000 Penalty: 87236.164062
Iteration 170Q: 42 clusters Score -4.089499e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40127 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18046 members 
Mstep: Class 12 contains 36397 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3064 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12140 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894980.000000 Penalty: 87236.164062
Iteration 171Q: 42 clusters Score -4.089498e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40128 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18045 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46067 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3065 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12140 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894968.000000 Penalty: 87236.164062
Iteration 172Q: 42 clusters Score -4.089497e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40129 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18042 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46066 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3068 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12140 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894960.000000 Penalty: 87236.164062
Iteration 173Q: 42 clusters Score -4.089496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2932 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3069 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894956.000000 Penalty: 87236.164062
Iteration 174Q: 42 clusters Score -4.089496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18037 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3071 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894972.000000 Penalty: 87236.164062
Iteration 175Q: 42 clusters Score -4.089497e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894972.000000 Penalty: 87236.164062
Iteration 176Q: 42 clusters Score -4.089497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894972.000000 Penalty: 87236.164062
Iteration 177F: 42 clusters Score -4.089497e+07 nChanged 0
Entering ConstructFrom: 
Score: -40894972.000000 Penalty: 87236.164062
Entering ConstructFrom: 
Trying to split cluster 1 (9766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Entering Unmasked Estep 
Score: -843834.187500 Penalty: 1492.832642
	Iteration 0F: 2 clusters Score -843834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -836831.312500 Penalty: 2985.665283
	Iteration 0F: 3 clusters Score -836831.3 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -839162.062500 Penalty: 2985.665283
	Iteration 1F: 3 clusters Score -839162.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -839465.687500 Penalty: 2985.665283
	Iteration 2F: 3 clusters Score -839465.7 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -839735.625000 Penalty: 2985.665283
	Iteration 3F: 3 clusters Score -839735.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -840033.187500 Penalty: 2985.665283
	Iteration 4F: 3 clusters Score -840033.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -840357.937500 Penalty: 2985.665283
	Iteration 5F: 3 clusters Score -840357.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -840723.125000 Penalty: 2985.665283
	Iteration 6F: 3 clusters Score -840723.1 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -841134.562500 Penalty: 2985.665283
	Iteration 7F: 3 clusters Score -841134.6 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -841596.562500 Penalty: 2985.665283
	Iteration 8F: 3 clusters Score -841596.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -842005.062500 Penalty: 2985.665283
	Iteration 9Q: 3 clusters Score -842005.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -842279.000000 Penalty: 2985.665283
	Iteration 10Q: 3 clusters Score -842279 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -842471.062500 Penalty: 2985.665283
	Iteration 11Q: 3 clusters Score -842471.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -842595.937500 Penalty: 2985.665283
	Iteration 12Q: 3 clusters Score -842595.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -842693.500000 Penalty: 2985.665283
	Iteration 13Q: 3 clusters Score -842693.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -842769.625000 Penalty: 2985.665283
	Iteration 14Q: 3 clusters Score -842769.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -842853.187500 Penalty: 2985.665283
	Iteration 15Q: 3 clusters Score -842853.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -842888.812500 Penalty: 2985.665283
	Iteration 16Q: 3 clusters Score -842888.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -842910.062500 Penalty: 2985.665283
	Iteration 17Q: 3 clusters Score -842910.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -842922.187500 Penalty: 2985.665283
	Iteration 18Q: 3 clusters Score -842922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -842928.500000 Penalty: 2985.665283
	Iteration 19Q: 3 clusters Score -842928.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -842936.312500 Penalty: 2985.665283
	Iteration 20F: 3 clusters Score -842936.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -842944.562500 Penalty: 2985.665283
	Iteration 21Q: 3 clusters Score -842944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -842948.062500 Penalty: 2985.665283
	Iteration 22Q: 3 clusters Score -842948.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -842952.687500 Penalty: 2985.665283
	Iteration 23Q: 3 clusters Score -842952.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -842950.750000 Penalty: 2985.665283
	Iteration 24Q: 3 clusters Score -842950.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -842950.750000 Penalty: 2985.665283
	Iteration 25F: 3 clusters Score -842950.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Entering Unmasked Estep 
Score: -463533.468750 Penalty: 1411.077637
	Iteration 0F: 2 clusters Score -463533.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -459033.375000 Penalty: 2822.155273
	Iteration 0F: 3 clusters Score -459033.4 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -460533.500000 Penalty: 2822.155273
	Iteration 1F: 3 clusters Score -460533.5 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -460887.406250 Penalty: 2822.155273
	Iteration 2F: 3 clusters Score -460887.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -461295.531250 Penalty: 2822.155273
	Iteration 3F: 3 clusters Score -461295.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -461765.875000 Penalty: 2822.155273
	Iteration 4F: 3 clusters Score -461765.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -462121.156250 Penalty: 2822.155273
	Iteration 5F: 3 clusters Score -462121.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -462367.218750 Penalty: 2822.155273
	Iteration 6F: 3 clusters Score -462367.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -462550.250000 Penalty: 2822.155273
	Iteration 7Q: 3 clusters Score -462550.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -462621.906250 Penalty: 2822.155273
	Iteration 8Q: 3 clusters Score -462621.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -462660.937500 Penalty: 2822.155273
	Iteration 9Q: 3 clusters Score -462660.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -462682.000000 Penalty: 2822.155273
	Iteration 10Q: 3 clusters Score -462682 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -462693.812500 Penalty: 2822.155273
	Iteration 11Q: 3 clusters Score -462693.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -462701.968750 Penalty: 2822.155273
	Iteration 12Q: 3 clusters Score -462702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -462707.781250 Penalty: 2822.155273
	Iteration 13Q: 3 clusters Score -462707.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -462711.437500 Penalty: 2822.155273
	Iteration 14Q: 3 clusters Score -462711.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -462714.406250 Penalty: 2822.155273
	Iteration 15Q: 3 clusters Score -462714.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -462716.218750 Penalty: 2822.155273
	Iteration 16Q: 3 clusters Score -462716.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -462717.906250 Penalty: 2822.155273
	Iteration 17Q: 3 clusters Score -462717.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -462719.593750 Penalty: 2822.155273
	Iteration 18Q: 3 clusters Score -462719.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -462720.593750 Penalty: 2822.155273
	Iteration 19Q: 3 clusters Score -462720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -462724.437500 Penalty: 2822.155273
	Iteration 20F: 3 clusters Score -462724.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -462724.562500 Penalty: 2822.155273
	Iteration 21Q: 3 clusters Score -462724.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -462725.156250 Penalty: 2822.155273
	Iteration 22Q: 3 clusters Score -462725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -462726.312500 Penalty: 2822.155273
	Iteration 23Q: 3 clusters Score -462726.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -462728.000000 Penalty: 2822.155273
	Iteration 24Q: 3 clusters Score -462728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -462728.906250 Penalty: 2822.155273
	Iteration 25Q: 3 clusters Score -462728.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -462729.250000 Penalty: 2822.155273
	Iteration 26Q: 3 clusters Score -462729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -462729.531250 Penalty: 2822.155273
	Iteration 27Q: 3 clusters Score -462729.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -462729.781250 Penalty: 2822.155273
	Iteration 28Q: 3 clusters Score -462729.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -462730.312500 Penalty: 2822.155273
	Iteration 29Q: 3 clusters Score -462730.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -462730.343750 Penalty: 2822.155273
	Iteration 30Q: 3 clusters Score -462730.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -462730.343750 Penalty: 2822.155273
	Iteration 31F: 3 clusters Score -462730.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Entering Unmasked Estep 
Score: -231148.750000 Penalty: 1297.364380
	Iteration 0F: 2 clusters Score -231148.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -228462.218750 Penalty: 2594.728760
	Iteration 0F: 3 clusters Score -228462.2 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -229194.781250 Penalty: 2594.728760
	Iteration 1F: 3 clusters Score -229194.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -229446.250000 Penalty: 2594.728760
	Iteration 2F: 3 clusters Score -229446.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -229701.359375 Penalty: 2594.728760
	Iteration 3F: 3 clusters Score -229701.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -229892.421875 Penalty: 2594.728760
	Iteration 4F: 3 clusters Score -229892.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -230016.125000 Penalty: 2594.728760
	Iteration 5Q: 3 clusters Score -230016.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -230124.343750 Penalty: 2594.728760
	Iteration 6Q: 3 clusters Score -230124.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -230208.921875 Penalty: 2594.728760
	Iteration 7Q: 3 clusters Score -230208.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -230265.703125 Penalty: 2594.728760
	Iteration 8Q: 3 clusters Score -230265.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -230302.203125 Penalty: 2594.728760
	Iteration 9Q: 3 clusters Score -230302.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -230333.500000 Penalty: 2594.728760
	Iteration 10Q: 3 clusters Score -230333.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -230358.812500 Penalty: 2594.728760
	Iteration 11Q: 3 clusters Score -230358.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -230379.500000 Penalty: 2594.728760
	Iteration 12Q: 3 clusters Score -230379.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -230399.437500 Penalty: 2594.728760
	Iteration 13Q: 3 clusters Score -230399.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -230424.281250 Penalty: 2594.728760
	Iteration 14Q: 3 clusters Score -230424.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -230440.515625 Penalty: 2594.728760
	Iteration 15Q: 3 clusters Score -230440.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -230450.484375 Penalty: 2594.728760
	Iteration 16Q: 3 clusters Score -230450.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -230459.140625 Penalty: 2594.728760
	Iteration 17Q: 3 clusters Score -230459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -230466.906250 Penalty: 2594.728760
	Iteration 18Q: 3 clusters Score -230466.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -230475.421875 Penalty: 2594.728760
	Iteration 19Q: 3 clusters Score -230475.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -230484.234375 Penalty: 2594.728760
	Iteration 20F: 3 clusters Score -230484.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -230489.718750 Penalty: 2594.728760
	Iteration 21Q: 3 clusters Score -230489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -230496.890625 Penalty: 2594.728760
	Iteration 22Q: 3 clusters Score -230496.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -230500.343750 Penalty: 2594.728760
	Iteration 23Q: 3 clusters Score -230500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -230503.109375 Penalty: 2594.728760
	Iteration 24Q: 3 clusters Score -230503.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -230503.828125 Penalty: 2594.728760
	Iteration 25Q: 3 clusters Score -230503.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -230504.687500 Penalty: 2594.728760
	Iteration 26Q: 3 clusters Score -230504.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -230504.921875 Penalty: 2594.728760
	Iteration 27Q: 3 clusters Score -230504.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -230505.500000 Penalty: 2594.728760
	Iteration 28Q: 3 clusters Score -230505.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -230505.906250 Penalty: 2594.728760
	Iteration 29Q: 3 clusters Score -230505.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230505.859375 Penalty: 2594.728760
	Iteration 30Q: 3 clusters Score -230505.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -230505.859375 Penalty: 2594.728760
	Iteration 31F: 3 clusters Score -230505.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (12477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Entering Unmasked Estep 
Score: -1104282.375000 Penalty: 1532.641968
	Iteration 0F: 2 clusters Score -1104282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1095541.375000 Penalty: 3065.283936
	Iteration 0F: 3 clusters Score -1095541 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1098502.375000 Penalty: 3065.283936
	Iteration 1F: 3 clusters Score -1098502 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -1098759.500000 Penalty: 3065.283936
	Iteration 2F: 3 clusters Score -1098760 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1098960.000000 Penalty: 3065.283936
	Iteration 3Q: 3 clusters Score -1098960 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1099131.125000 Penalty: 3065.283936
	Iteration 4Q: 3 clusters Score -1099131 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1099308.375000 Penalty: 3065.283936
	Iteration 5Q: 3 clusters Score -1099308 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1099536.875000 Penalty: 3065.283936
	Iteration 6Q: 3 clusters Score -1099537 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1099797.000000 Penalty: 3065.283936
	Iteration 7Q: 3 clusters Score -1099797 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1100128.750000 Penalty: 3065.283936
	Iteration 8Q: 3 clusters Score -1100129 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1100511.875000 Penalty: 3065.283936
	Iteration 9Q: 3 clusters Score -1100512 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1100900.625000 Penalty: 3065.283936
	Iteration 10Q: 3 clusters Score -1100901 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1101317.250000 Penalty: 3065.283936
	Iteration 11Q: 3 clusters Score -1101317 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1101708.375000 Penalty: 3065.283936
	Iteration 12Q: 3 clusters Score -1101708 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1102089.875000 Penalty: 3065.283936
	Iteration 13Q: 3 clusters Score -1102090 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1102401.500000 Penalty: 3065.283936
	Iteration 14Q: 3 clusters Score -1102402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1102622.375000 Penalty: 3065.283936
	Iteration 15Q: 3 clusters Score -1102622 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1102742.125000 Penalty: 3065.283936
	Iteration 16Q: 3 clusters Score -1102742 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1102814.000000 Penalty: 3065.283936
	Iteration 17Q: 3 clusters Score -1102814 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1102861.625000 Penalty: 3065.283936
	Iteration 18Q: 3 clusters Score -1102862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1102890.875000 Penalty: 3065.283936
	Iteration 19Q: 3 clusters Score -1102891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1102911.625000 Penalty: 3065.283936
	Iteration 20F: 3 clusters Score -1102912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1102925.000000 Penalty: 3065.283936
	Iteration 21Q: 3 clusters Score -1102925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1102937.375000 Penalty: 3065.283936
	Iteration 22Q: 3 clusters Score -1102937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1102944.875000 Penalty: 3065.283936
	Iteration 23Q: 3 clusters Score -1102945 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -1102953.125000 Penalty: 3065.283936
	Iteration 24Q: 3 clusters Score -1102953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -1102959.625000 Penalty: 3065.283936
	Iteration 25Q: 3 clusters Score -1102960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1102961.125000 Penalty: 3065.283936
	Iteration 26Q: 3 clusters Score -1102961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1102967.000000 Penalty: 3065.283936
	Iteration 27Q: 3 clusters Score -1102967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -1102968.000000 Penalty: 3065.283936
	Iteration 28Q: 3 clusters Score -1102968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1102974.500000 Penalty: 3065.283936
	Iteration 29Q: 3 clusters Score -1102974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1102976.750000 Penalty: 3065.283936
	Iteration 30Q: 3 clusters Score -1102977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1102981.375000 Penalty: 3065.283936
	Iteration 31Q: 3 clusters Score -1102981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1102980.875000 Penalty: 3065.283936
	Iteration 32Q: 3 clusters Score -1102981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -1102980.875000 Penalty: 3065.283936
	Iteration 33F: 3 clusters Score -1102981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -131294.593750 Penalty: 1200.100098
	Iteration 0F: 2 clusters Score -131294.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -129453.156250 Penalty: 2400.200195
	Iteration 0F: 3 clusters Score -129453.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -129830.000000 Penalty: 2400.200195
	Iteration 1F: 3 clusters Score -129830 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -129978.585938 Penalty: 2400.200195
	Iteration 2F: 3 clusters Score -129978.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -130092.351562 Penalty: 2400.200195
	Iteration 3F: 3 clusters Score -130092.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -130179.976562 Penalty: 2400.200195
	Iteration 4F: 3 clusters Score -130180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -130274.351562 Penalty: 2400.200195
	Iteration 5Q: 3 clusters Score -130274.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -130333.867188 Penalty: 2400.200195
	Iteration 6Q: 3 clusters Score -130333.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -130385.117188 Penalty: 2400.200195
	Iteration 7Q: 3 clusters Score -130385.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130421.945312 Penalty: 2400.200195
	Iteration 8Q: 3 clusters Score -130421.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -130456.898438 Penalty: 2400.200195
	Iteration 9Q: 3 clusters Score -130456.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130479.445312 Penalty: 2400.200195
	Iteration 10Q: 3 clusters Score -130479.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130493.773438 Penalty: 2400.200195
	Iteration 11Q: 3 clusters Score -130493.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -130507.570312 Penalty: 2400.200195
	Iteration 12Q: 3 clusters Score -130507.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -130520.164062 Penalty: 2400.200195
	Iteration 13Q: 3 clusters Score -130520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -130522.640625 Penalty: 2400.200195
	Iteration 14Q: 3 clusters Score -130522.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130523.812500 Penalty: 2400.200195
	Iteration 15Q: 3 clusters Score -130523.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -130524.703125 Penalty: 2400.200195
	Iteration 16Q: 3 clusters Score -130524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -130530.023438 Penalty: 2400.200195
	Iteration 17Q: 3 clusters Score -130530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -130537.515625 Penalty: 2400.200195
	Iteration 18Q: 3 clusters Score -130537.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -130541.820312 Penalty: 2400.200195
	Iteration 19Q: 3 clusters Score -130541.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -130545.812500 Penalty: 2400.200195
	Iteration 20F: 3 clusters Score -130545.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -130548.765625 Penalty: 2400.200195
	Iteration 21Q: 3 clusters Score -130548.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -130553.312500 Penalty: 2400.200195
	Iteration 22Q: 3 clusters Score -130553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -130554.757812 Penalty: 2400.200195
	Iteration 23Q: 3 clusters Score -130554.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130555.546875 Penalty: 2400.200195
	Iteration 24Q: 3 clusters Score -130555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130555.546875 Penalty: 2400.200195
	Iteration 25F: 3 clusters Score -130555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Entering Unmasked Estep 
Score: -277843.437500 Penalty: 1309.426758
	Iteration 0F: 2 clusters Score -277843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -274991.375000 Penalty: 2618.853516
	Iteration 0F: 3 clusters Score -274991.4 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -275629.531250 Penalty: 2618.853516
	Iteration 1F: 3 clusters Score -275629.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -275740.187500 Penalty: 2618.853516
	Iteration 2F: 3 clusters Score -275740.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -275809.500000 Penalty: 2618.853516
	Iteration 3Q: 3 clusters Score -275809.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -275864.437500 Penalty: 2618.853516
	Iteration 4Q: 3 clusters Score -275864.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -275901.625000 Penalty: 2618.853516
	Iteration 5Q: 3 clusters Score -275901.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -275927.531250 Penalty: 2618.853516
	Iteration 6Q: 3 clusters Score -275927.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -275949.937500 Penalty: 2618.853516
	Iteration 7Q: 3 clusters Score -275949.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -275966.781250 Penalty: 2618.853516
	Iteration 8Q: 3 clusters Score -275966.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -275982.000000 Penalty: 2618.853516
	Iteration 9Q: 3 clusters Score -275982 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -275994.625000 Penalty: 2618.853516
	Iteration 10Q: 3 clusters Score -275994.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -276004.531250 Penalty: 2618.853516
	Iteration 11Q: 3 clusters Score -276004.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -276011.656250 Penalty: 2618.853516
	Iteration 12Q: 3 clusters Score -276011.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -276023.156250 Penalty: 2618.853516
	Iteration 13Q: 3 clusters Score -276023.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -276032.062500 Penalty: 2618.853516
	Iteration 14Q: 3 clusters Score -276032.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -276040.750000 Penalty: 2618.853516
	Iteration 15Q: 3 clusters Score -276040.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -276044.625000 Penalty: 2618.853516
	Iteration 16Q: 3 clusters Score -276044.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -276048.062500 Penalty: 2618.853516
	Iteration 17Q: 3 clusters Score -276048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -276050.375000 Penalty: 2618.853516
	Iteration 18Q: 3 clusters Score -276050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -276052.281250 Penalty: 2618.853516
	Iteration 19Q: 3 clusters Score -276052.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276055.781250 Penalty: 2618.853516
	Iteration 20F: 3 clusters Score -276055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -276058.062500 Penalty: 2618.853516
	Iteration 21Q: 3 clusters Score -276058.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -276059.937500 Penalty: 2618.853516
	Iteration 22Q: 3 clusters Score -276059.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -276063.781250 Penalty: 2618.853516
	Iteration 23Q: 3 clusters Score -276063.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -276064.843750 Penalty: 2618.853516
	Iteration 24Q: 3 clusters Score -276064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -276065.937500 Penalty: 2618.853516
	Iteration 25Q: 3 clusters Score -276065.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -276066.687500 Penalty: 2618.853516
	Iteration 26Q: 3 clusters Score -276066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -276066.656250 Penalty: 2618.853516
	Iteration 27Q: 3 clusters Score -276066.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -276066.843750 Penalty: 2618.853516
	Iteration 28Q: 3 clusters Score -276066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -276067.343750 Penalty: 2618.853516
	Iteration 29Q: 3 clusters Score -276067.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -276067.343750 Penalty: 2618.853516
	Iteration 30F: 3 clusters Score -276067.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (40130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40130 members 
Entering Unmasked Estep 
Score: -3582040.500000 Penalty: 1722.480347
	Iteration 0F: 2 clusters Score -3582040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -3555170.000000 Penalty: 3444.960693
	Iteration 0F: 3 clusters Score -3555170 nChanged 18659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -3566012.250000 Penalty: 3444.960693
	Iteration 1F: 3 clusters Score -3566012 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -3566795.750000 Penalty: 3444.960693
	Iteration 2Q: 3 clusters Score -3566796 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -3567916.750000 Penalty: 3444.960693
	Iteration 3F: 3 clusters Score -3567917 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3569272.000000 Penalty: 3444.960693
	Iteration 4F: 3 clusters Score -3569272 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3570762.250000 Penalty: 3444.960693
	Iteration 5F: 3 clusters Score -3570762 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -3572210.500000 Penalty: 3444.960693
	Iteration 6F: 3 clusters Score -3572210 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3573392.000000 Penalty: 3444.960693
	Iteration 7F: 3 clusters Score -3573392 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3574156.000000 Penalty: 3444.960693
	Iteration 8Q: 3 clusters Score -3574156 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -3574631.250000 Penalty: 3444.960693
	Iteration 9Q: 3 clusters Score -3574631 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -3575006.250000 Penalty: 3444.960693
	Iteration 10Q: 3 clusters Score -3575006 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -3575308.500000 Penalty: 3444.960693
	Iteration 11Q: 3 clusters Score -3575308 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29323 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3575612.000000 Penalty: 3444.960693
	Iteration 12Q: 3 clusters Score -3575612 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3575972.250000 Penalty: 3444.960693
	Iteration 13Q: 3 clusters Score -3575972 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -3576392.250000 Penalty: 3444.960693
	Iteration 14Q: 3 clusters Score -3576392 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -3576876.750000 Penalty: 3444.960693
	Iteration 15Q: 3 clusters Score -3576877 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -3577349.000000 Penalty: 3444.960693
	Iteration 16Q: 3 clusters Score -3577349 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -3577893.250000 Penalty: 3444.960693
	Iteration 17Q: 3 clusters Score -3577893 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -3578389.250000 Penalty: 3444.960693
	Iteration 18Q: 3 clusters Score -3578389 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34409 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3578897.000000 Penalty: 3444.960693
	Iteration 19Q: 3 clusters Score -3578897 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3579259.250000 Penalty: 3444.960693
	Iteration 20F: 3 clusters Score -3579259 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -3579530.250000 Penalty: 3444.960693
	Iteration 21Q: 3 clusters Score -3579530 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -3579702.750000 Penalty: 3444.960693
	Iteration 22Q: 3 clusters Score -3579703 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3579860.000000 Penalty: 3444.960693
	Iteration 23Q: 3 clusters Score -3579860 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3579963.500000 Penalty: 3444.960693
	Iteration 24Q: 3 clusters Score -3579964 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -3580060.750000 Penalty: 3444.960693
	Iteration 25Q: 3 clusters Score -3580061 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3580139.250000 Penalty: 3444.960693
	Iteration 26Q: 3 clusters Score -3580139 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3580222.250000 Penalty: 3444.960693
	Iteration 27Q: 3 clusters Score -3580222 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -3580269.000000 Penalty: 3444.960693
	Iteration 28Q: 3 clusters Score -3580269 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -3580305.500000 Penalty: 3444.960693
	Iteration 29Q: 3 clusters Score -3580306 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3580351.500000 Penalty: 3444.960693
	Iteration 30Q: 3 clusters Score -3580352 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3580387.000000 Penalty: 3444.960693
	Iteration 31Q: 3 clusters Score -3580387 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -3580422.750000 Penalty: 3444.960693
	Iteration 32Q: 3 clusters Score -3580423 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3580440.500000 Penalty: 3444.960693
	Iteration 33Q: 3 clusters Score -3580440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37457 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3580460.000000 Penalty: 3444.960693
	Iteration 34Q: 3 clusters Score -3580460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -3580481.250000 Penalty: 3444.960693
	Iteration 35Q: 3 clusters Score -3580481 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37626 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3580510.750000 Penalty: 3444.960693
	Iteration 36Q: 3 clusters Score -3580511 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3580531.000000 Penalty: 3444.960693
	Iteration 37Q: 3 clusters Score -3580531 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3580535.500000 Penalty: 3444.960693
	Iteration 38Q: 3 clusters Score -3580536 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37795 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3580553.500000 Penalty: 3444.960693
	Iteration 39Q: 3 clusters Score -3580554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37836 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3580559.500000 Penalty: 3444.960693
	Iteration 40F: 3 clusters Score -3580560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3580560.750000 Penalty: 3444.960693
	Iteration 41Q: 3 clusters Score -3580561 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37908 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -3580559.250000 Penalty: 3444.960693
	Iteration 42Q: 3 clusters Score -3580559 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3580576.500000 Penalty: 3444.960693
	Iteration 43Q: 3 clusters Score -3580576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3580586.750000 Penalty: 3444.960693
	Iteration 44Q: 3 clusters Score -3580587 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -3580598.500000 Penalty: 3444.960693
	Iteration 45Q: 3 clusters Score -3580598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -3580601.750000 Penalty: 3444.960693
	Iteration 46Q: 3 clusters Score -3580602 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3580612.000000 Penalty: 3444.960693
	Iteration 47Q: 3 clusters Score -3580612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3580616.000000 Penalty: 3444.960693
	Iteration 48Q: 3 clusters Score -3580616 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3580617.750000 Penalty: 3444.960693
	Iteration 49Q: 3 clusters Score -3580618 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3580623.500000 Penalty: 3444.960693
	Iteration 50Q: 3 clusters Score -3580624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3580626.500000 Penalty: 3444.960693
	Iteration 51Q: 3 clusters Score -3580626 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38175 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3580629.250000 Penalty: 3444.960693
	Iteration 52Q: 3 clusters Score -3580629 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -3580631.500000 Penalty: 3444.960693
	Iteration 53Q: 3 clusters Score -3580632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38209 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3580633.500000 Penalty: 3444.960693
	Iteration 54Q: 3 clusters Score -3580634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3580634.500000 Penalty: 3444.960693
	Iteration 55Q: 3 clusters Score -3580634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38225 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3580640.500000 Penalty: 3444.960693
	Iteration 56Q: 3 clusters Score -3580640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3580646.500000 Penalty: 3444.960693
	Iteration 57Q: 3 clusters Score -3580646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38258 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3580654.250000 Penalty: 3444.960693
	Iteration 58Q: 3 clusters Score -3580654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38267 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3580654.500000 Penalty: 3444.960693
	Iteration 59Q: 3 clusters Score -3580654 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -3580657.500000 Penalty: 3444.960693
	Iteration 60F: 3 clusters Score -3580658 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38289 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3580657.750000 Penalty: 3444.960693
	Iteration 61Q: 3 clusters Score -3580658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3580661.750000 Penalty: 3444.960693
	Iteration 62Q: 3 clusters Score -3580662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38302 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -3580656.500000 Penalty: 3444.960693
	Iteration 63Q: 3 clusters Score -3580656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3580661.500000 Penalty: 3444.960693
	Iteration 64Q: 3 clusters Score -3580662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38312 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3580664.750000 Penalty: 3444.960693
	Iteration 65Q: 3 clusters Score -3580665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38314 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3580663.500000 Penalty: 3444.960693
	Iteration 66Q: 3 clusters Score -3580664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3580665.750000 Penalty: 3444.960693
	Iteration 67Q: 3 clusters Score -3580666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3580664.500000 Penalty: 3444.960693
	Iteration 68Q: 3 clusters Score -3580664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38319 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3580663.250000 Penalty: 3444.960693
	Iteration 69Q: 3 clusters Score -3580663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3580668.000000 Penalty: 3444.960693
	Iteration 70Q: 3 clusters Score -3580668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3580663.500000 Penalty: 3444.960693
	Iteration 71Q: 3 clusters Score -3580664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -3580661.750000 Penalty: 3444.960693
	Iteration 72Q: 3 clusters Score -3580662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38345 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3580665.000000 Penalty: 3444.960693
	Iteration 73Q: 3 clusters Score -3580665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3580664.750000 Penalty: 3444.960693
	Iteration 74Q: 3 clusters Score -3580665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -3580671.250000 Penalty: 3444.960693
	Iteration 75Q: 3 clusters Score -3580671 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3580674.000000 Penalty: 3444.960693
	Iteration 76Q: 3 clusters Score -3580674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3580681.250000 Penalty: 3444.960693
	Iteration 77Q: 3 clusters Score -3580681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3580674.000000 Penalty: 3444.960693
	Iteration 78Q: 3 clusters Score -3580674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3580680.000000 Penalty: 3444.960693
	Iteration 79Q: 3 clusters Score -3580680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3580681.250000 Penalty: 3444.960693
	Iteration 80F: 3 clusters Score -3580681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38421 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3580678.500000 Penalty: 3444.960693
	Iteration 81Q: 3 clusters Score -3580678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3580680.500000 Penalty: 3444.960693
	Iteration 82Q: 3 clusters Score -3580680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38436 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -3580676.250000 Penalty: 3444.960693
	Iteration 83Q: 3 clusters Score -3580676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3580676.250000 Penalty: 3444.960693
	Iteration 84Q: 3 clusters Score -3580676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38443 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3580675.000000 Penalty: 3444.960693
	Iteration 85Q: 3 clusters Score -3580675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38447 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -3580679.000000 Penalty: 3444.960693
	Iteration 86Q: 3 clusters Score -3580679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38449 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3580675.250000 Penalty: 3444.960693
	Iteration 87Q: 3 clusters Score -3580675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3580679.000000 Penalty: 3444.960693
	Iteration 88Q: 3 clusters Score -3580679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3580679.000000 Penalty: 3444.960693
	Iteration 89F: 3 clusters Score -3580679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Entering Unmasked Estep 
Score: -1051552.375000 Penalty: 1523.741577
	Iteration 0F: 2 clusters Score -1051552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1043266.312500 Penalty: 3047.483154
	Iteration 0F: 3 clusters Score -1043266 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1045945.250000 Penalty: 3047.483154
	Iteration 1F: 3 clusters Score -1045945 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1046398.625000 Penalty: 3047.483154
	Iteration 2F: 3 clusters Score -1046399 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1047020.062500 Penalty: 3047.483154
	Iteration 3F: 3 clusters Score -1047020 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1047767.500000 Penalty: 3047.483154
	Iteration 4F: 3 clusters Score -1047768 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1048552.375000 Penalty: 3047.483154
	Iteration 5F: 3 clusters Score -1048552 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1049283.375000 Penalty: 3047.483154
	Iteration 6F: 3 clusters Score -1049283 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1049817.000000 Penalty: 3047.483154
	Iteration 7F: 3 clusters Score -1049817 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1050131.000000 Penalty: 3047.483154
	Iteration 8Q: 3 clusters Score -1050131 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1050305.750000 Penalty: 3047.483154
	Iteration 9Q: 3 clusters Score -1050306 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1050412.250000 Penalty: 3047.483154
	Iteration 10Q: 3 clusters Score -1050412 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1050460.250000 Penalty: 3047.483154
	Iteration 11Q: 3 clusters Score -1050460 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1050491.750000 Penalty: 3047.483154
	Iteration 12Q: 3 clusters Score -1050492 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1050515.375000 Penalty: 3047.483154
	Iteration 13Q: 3 clusters Score -1050515 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1050533.125000 Penalty: 3047.483154
	Iteration 14Q: 3 clusters Score -1050533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1050546.125000 Penalty: 3047.483154
	Iteration 15Q: 3 clusters Score -1050546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1050551.375000 Penalty: 3047.483154
	Iteration 16Q: 3 clusters Score -1050551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1050552.625000 Penalty: 3047.483154
	Iteration 17Q: 3 clusters Score -1050553 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1050553.375000 Penalty: 3047.483154
	Iteration 18Q: 3 clusters Score -1050553 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1050554.375000 Penalty: 3047.483154
	Iteration 19Q: 3 clusters Score -1050554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1050556.625000 Penalty: 3047.483154
	Iteration 20F: 3 clusters Score -1050557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1050560.875000 Penalty: 3047.483154
	Iteration 21Q: 3 clusters Score -1050561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1050560.500000 Penalty: 3047.483154
	Iteration 22Q: 3 clusters Score -1050560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1050558.625000 Penalty: 3047.483154
	Iteration 23Q: 3 clusters Score -1050559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1050559.500000 Penalty: 3047.483154
	Iteration 24Q: 3 clusters Score -1050560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1050560.500000 Penalty: 3047.483154
	Iteration 25Q: 3 clusters Score -1050560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -1050560.375000 Penalty: 3047.483154
	Iteration 26Q: 3 clusters Score -1050560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1050562.875000 Penalty: 3047.483154
	Iteration 27Q: 3 clusters Score -1050563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1050562.625000 Penalty: 3047.483154
	Iteration 28Q: 3 clusters Score -1050563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1050562.750000 Penalty: 3047.483154
	Iteration 29Q: 3 clusters Score -1050563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1050563.500000 Penalty: 3047.483154
	Iteration 30Q: 3 clusters Score -1050564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1050563.500000 Penalty: 3047.483154
	Iteration 31F: 3 clusters Score -1050564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Entering Unmasked Estep 
Score: -1023071.500000 Penalty: 1523.176514
	Iteration 0F: 2 clusters Score -1023072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1014821.625000 Penalty: 3046.353027
	Iteration 0F: 3 clusters Score -1014822 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1017742.250000 Penalty: 3046.353027
	Iteration 1F: 3 clusters Score -1017742 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1018032.187500 Penalty: 3046.353027
	Iteration 2F: 3 clusters Score -1018032 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1018280.812500 Penalty: 3046.353027
	Iteration 3Q: 3 clusters Score -1018281 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1018527.000000 Penalty: 3046.353027
	Iteration 4Q: 3 clusters Score -1018527 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1018784.687500 Penalty: 3046.353027
	Iteration 5Q: 3 clusters Score -1018785 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1019050.937500 Penalty: 3046.353027
	Iteration 6Q: 3 clusters Score -1019051 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1019357.437500 Penalty: 3046.353027
	Iteration 7Q: 3 clusters Score -1019357 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -1019674.937500 Penalty: 3046.353027
	Iteration 8Q: 3 clusters Score -1019675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1020018.250000 Penalty: 3046.353027
	Iteration 9Q: 3 clusters Score -1020018 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1020328.500000 Penalty: 3046.353027
	Iteration 10Q: 3 clusters Score -1020328 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1020638.437500 Penalty: 3046.353027
	Iteration 11Q: 3 clusters Score -1020638 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1020894.625000 Penalty: 3046.353027
	Iteration 12Q: 3 clusters Score -1020895 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1021124.687500 Penalty: 3046.353027
	Iteration 13Q: 3 clusters Score -1021125 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1021348.875000 Penalty: 3046.353027
	Iteration 14Q: 3 clusters Score -1021349 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1021526.812500 Penalty: 3046.353027
	Iteration 15Q: 3 clusters Score -1021527 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1021653.375000 Penalty: 3046.353027
	Iteration 16Q: 3 clusters Score -1021653 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1021732.125000 Penalty: 3046.353027
	Iteration 17Q: 3 clusters Score -1021732 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1021784.250000 Penalty: 3046.353027
	Iteration 18Q: 3 clusters Score -1021784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1021830.812500 Penalty: 3046.353027
	Iteration 19Q: 3 clusters Score -1021831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1021872.687500 Penalty: 3046.353027
	Iteration 20F: 3 clusters Score -1021873 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1021902.375000 Penalty: 3046.353027
	Iteration 21Q: 3 clusters Score -1021902 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1021929.125000 Penalty: 3046.353027
	Iteration 22Q: 3 clusters Score -1021929 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1021954.312500 Penalty: 3046.353027
	Iteration 23Q: 3 clusters Score -1021954 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1022014.312500 Penalty: 3046.353027
	Iteration 24Q: 3 clusters Score -1022014 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1022077.375000 Penalty: 3046.353027
	Iteration 25Q: 3 clusters Score -1022077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1022126.750000 Penalty: 3046.353027
	Iteration 26Q: 3 clusters Score -1022127 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1022158.000000 Penalty: 3046.353027
	Iteration 27Q: 3 clusters Score -1022158 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1022171.375000 Penalty: 3046.353027
	Iteration 28Q: 3 clusters Score -1022171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1022183.125000 Penalty: 3046.353027
	Iteration 29Q: 3 clusters Score -1022183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1022196.062500 Penalty: 3046.353027
	Iteration 30Q: 3 clusters Score -1022196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1022199.500000 Penalty: 3046.353027
	Iteration 31Q: 3 clusters Score -1022200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1022199.750000 Penalty: 3046.353027
	Iteration 32Q: 3 clusters Score -1022200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1022202.625000 Penalty: 3046.353027
	Iteration 33Q: 3 clusters Score -1022203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1022204.187500 Penalty: 3046.353027
	Iteration 34Q: 3 clusters Score -1022204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1022204.250000 Penalty: 3046.353027
	Iteration 35Q: 3 clusters Score -1022204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11367 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1022204.250000 Penalty: 3046.353027
	Iteration 36F: 3 clusters Score -1022204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Entering Unmasked Estep 
Score: -3232306.000000 Penalty: 1707.970337
	Iteration 0F: 2 clusters Score -3232306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -3207636.500000 Penalty: 3415.940674
	Iteration 0F: 3 clusters Score -3207636 nChanged 17090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3217496.750000 Penalty: 3415.940674
	Iteration 1F: 3 clusters Score -3217497 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20277 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -3218560.000000 Penalty: 3415.940674
	Iteration 2F: 3 clusters Score -3218560 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -3219888.000000 Penalty: 3415.940674
	Iteration 3F: 3 clusters Score -3219888 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -3221449.750000 Penalty: 3415.940674
	Iteration 4F: 3 clusters Score -3221450 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -3223024.250000 Penalty: 3415.940674
	Iteration 5F: 3 clusters Score -3223024 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -3224409.250000 Penalty: 3415.940674
	Iteration 6F: 3 clusters Score -3224409 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3225367.500000 Penalty: 3415.940674
	Iteration 7F: 3 clusters Score -3225368 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3226066.000000 Penalty: 3415.940674
	Iteration 8Q: 3 clusters Score -3226066 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -3226614.500000 Penalty: 3415.940674
	Iteration 9Q: 3 clusters Score -3226614 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -3227181.500000 Penalty: 3415.940674
	Iteration 10Q: 3 clusters Score -3227182 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -3227780.250000 Penalty: 3415.940674
	Iteration 11Q: 3 clusters Score -3227780 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -3228336.250000 Penalty: 3415.940674
	Iteration 12Q: 3 clusters Score -3228336 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -3228880.000000 Penalty: 3415.940674
	Iteration 13Q: 3 clusters Score -3228880 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -3229329.750000 Penalty: 3415.940674
	Iteration 14Q: 3 clusters Score -3229330 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3229718.250000 Penalty: 3415.940674
	Iteration 15Q: 3 clusters Score -3229718 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3230032.500000 Penalty: 3415.940674
	Iteration 16Q: 3 clusters Score -3230032 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3230253.750000 Penalty: 3415.940674
	Iteration 17Q: 3 clusters Score -3230254 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3230411.250000 Penalty: 3415.940674
	Iteration 18Q: 3 clusters Score -3230411 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3230503.000000 Penalty: 3415.940674
	Iteration 19Q: 3 clusters Score -3230503 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3230587.750000 Penalty: 3415.940674
	Iteration 20F: 3 clusters Score -3230588 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35828 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -3230630.750000 Penalty: 3415.940674
	Iteration 21Q: 3 clusters Score -3230631 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3230662.750000 Penalty: 3415.940674
	Iteration 22Q: 3 clusters Score -3230663 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3230695.000000 Penalty: 3415.940674
	Iteration 23Q: 3 clusters Score -3230695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35976 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -3230733.750000 Penalty: 3415.940674
	Iteration 24Q: 3 clusters Score -3230734 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -3230753.500000 Penalty: 3415.940674
	Iteration 25Q: 3 clusters Score -3230754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3230766.250000 Penalty: 3415.940674
	Iteration 26Q: 3 clusters Score -3230766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36059 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3230784.500000 Penalty: 3415.940674
	Iteration 27Q: 3 clusters Score -3230784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36079 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3230802.250000 Penalty: 3415.940674
	Iteration 28Q: 3 clusters Score -3230802 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -3230812.500000 Penalty: 3415.940674
	Iteration 29Q: 3 clusters Score -3230812 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36109 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3230827.000000 Penalty: 3415.940674
	Iteration 30Q: 3 clusters Score -3230827 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3230840.000000 Penalty: 3415.940674
	Iteration 31Q: 3 clusters Score -3230840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36130 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3230841.000000 Penalty: 3415.940674
	Iteration 32Q: 3 clusters Score -3230841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36140 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3230851.250000 Penalty: 3415.940674
	Iteration 33Q: 3 clusters Score -3230851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3230853.750000 Penalty: 3415.940674
	Iteration 34Q: 3 clusters Score -3230854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3230859.000000 Penalty: 3415.940674
	Iteration 35Q: 3 clusters Score -3230859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3230860.750000 Penalty: 3415.940674
	Iteration 36Q: 3 clusters Score -3230861 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36162 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3230867.000000 Penalty: 3415.940674
	Iteration 37Q: 3 clusters Score -3230867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -3230872.000000 Penalty: 3415.940674
	Iteration 38Q: 3 clusters Score -3230872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36174 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3230879.750000 Penalty: 3415.940674
	Iteration 39Q: 3 clusters Score -3230880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36175 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3230877.750000 Penalty: 3415.940674
	Iteration 40F: 3 clusters Score -3230878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3230879.250000 Penalty: 3415.940674
	Iteration 41Q: 3 clusters Score -3230879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3230878.500000 Penalty: 3415.940674
	Iteration 42Q: 3 clusters Score -3230878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3230882.000000 Penalty: 3415.940674
	Iteration 43Q: 3 clusters Score -3230882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3230880.750000 Penalty: 3415.940674
	Iteration 44Q: 3 clusters Score -3230881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3230880.750000 Penalty: 3415.940674
	Iteration 45F: 3 clusters Score -3230881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Entering Unmasked Estep 
Score: -1590698.250000 Penalty: 1592.520386
	Iteration 0F: 2 clusters Score -1590698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -1578336.875000 Penalty: 3185.040771
	Iteration 0F: 3 clusters Score -1578337 nChanged 8046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1582807.000000 Penalty: 3185.040771
	Iteration 1F: 3 clusters Score -1582807 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -1583169.750000 Penalty: 3185.040771
	Iteration 2F: 3 clusters Score -1583170 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1583619.500000 Penalty: 3185.040771
	Iteration 3F: 3 clusters Score -1583620 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1584125.375000 Penalty: 3185.040771
	Iteration 4F: 3 clusters Score -1584125 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -1584749.875000 Penalty: 3185.040771
	Iteration 5F: 3 clusters Score -1584750 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1585467.250000 Penalty: 3185.040771
	Iteration 6F: 3 clusters Score -1585467 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1586263.000000 Penalty: 3185.040771
	Iteration 7F: 3 clusters Score -1586263 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1587052.125000 Penalty: 3185.040771
	Iteration 8F: 3 clusters Score -1587052 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1587677.500000 Penalty: 3185.040771
	Iteration 9F: 3 clusters Score -1587678 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1588179.875000 Penalty: 3185.040771
	Iteration 10Q: 3 clusters Score -1588180 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1588627.250000 Penalty: 3185.040771
	Iteration 11Q: 3 clusters Score -1588627 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1588992.250000 Penalty: 3185.040771
	Iteration 12Q: 3 clusters Score -1588992 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1589225.625000 Penalty: 3185.040771
	Iteration 13Q: 3 clusters Score -1589226 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1589367.000000 Penalty: 3185.040771
	Iteration 14Q: 3 clusters Score -1589367 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1589445.750000 Penalty: 3185.040771
	Iteration 15Q: 3 clusters Score -1589446 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1589524.375000 Penalty: 3185.040771
	Iteration 16Q: 3 clusters Score -1589524 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1589583.000000 Penalty: 3185.040771
	Iteration 17Q: 3 clusters Score -1589583 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1589636.625000 Penalty: 3185.040771
	Iteration 18Q: 3 clusters Score -1589637 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1589685.375000 Penalty: 3185.040771
	Iteration 19Q: 3 clusters Score -1589685 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1589722.500000 Penalty: 3185.040771
	Iteration 20F: 3 clusters Score -1589722 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -1589752.000000 Penalty: 3185.040771
	Iteration 21Q: 3 clusters Score -1589752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1589785.125000 Penalty: 3185.040771
	Iteration 22Q: 3 clusters Score -1589785 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1589810.375000 Penalty: 3185.040771
	Iteration 23Q: 3 clusters Score -1589810 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1589832.250000 Penalty: 3185.040771
	Iteration 24Q: 3 clusters Score -1589832 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1589856.625000 Penalty: 3185.040771
	Iteration 25Q: 3 clusters Score -1589857 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1589872.625000 Penalty: 3185.040771
	Iteration 26Q: 3 clusters Score -1589873 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1589899.875000 Penalty: 3185.040771
	Iteration 27Q: 3 clusters Score -1589900 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1589923.125000 Penalty: 3185.040771
	Iteration 28Q: 3 clusters Score -1589923 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1589946.625000 Penalty: 3185.040771
	Iteration 29Q: 3 clusters Score -1589947 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1589964.500000 Penalty: 3185.040771
	Iteration 30Q: 3 clusters Score -1589964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1589973.375000 Penalty: 3185.040771
	Iteration 31Q: 3 clusters Score -1589973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1589980.250000 Penalty: 3185.040771
	Iteration 32Q: 3 clusters Score -1589980 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1589984.750000 Penalty: 3185.040771
	Iteration 33Q: 3 clusters Score -1589985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1589996.125000 Penalty: 3185.040771
	Iteration 34Q: 3 clusters Score -1589996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1590004.875000 Penalty: 3185.040771
	Iteration 35Q: 3 clusters Score -1590005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1590008.000000 Penalty: 3185.040771
	Iteration 36Q: 3 clusters Score -1590008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1590010.125000 Penalty: 3185.040771
	Iteration 37Q: 3 clusters Score -1590010 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1590011.750000 Penalty: 3185.040771
	Iteration 38Q: 3 clusters Score -1590012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1590013.000000 Penalty: 3185.040771
	Iteration 39Q: 3 clusters Score -1590013 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1590016.250000 Penalty: 3185.040771
	Iteration 40F: 3 clusters Score -1590016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1590016.375000 Penalty: 3185.040771
	Iteration 41Q: 3 clusters Score -1590016 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1590019.500000 Penalty: 3185.040771
	Iteration 42Q: 3 clusters Score -1590020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1590020.875000 Penalty: 3185.040771
	Iteration 43Q: 3 clusters Score -1590021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1590023.375000 Penalty: 3185.040771
	Iteration 44Q: 3 clusters Score -1590023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1590027.500000 Penalty: 3185.040771
	Iteration 45Q: 3 clusters Score -1590028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1590026.500000 Penalty: 3185.040771
	Iteration 46Q: 3 clusters Score -1590026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1590029.875000 Penalty: 3185.040771
	Iteration 47Q: 3 clusters Score -1590030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1590033.125000 Penalty: 3185.040771
	Iteration 48Q: 3 clusters Score -1590033 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1590036.750000 Penalty: 3185.040771
	Iteration 49Q: 3 clusters Score -1590037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1590040.875000 Penalty: 3185.040771
	Iteration 50Q: 3 clusters Score -1590041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1590041.375000 Penalty: 3185.040771
	Iteration 51Q: 3 clusters Score -1590041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1590041.250000 Penalty: 3185.040771
	Iteration 52Q: 3 clusters Score -1590041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1590041.750000 Penalty: 3185.040771
	Iteration 53Q: 3 clusters Score -1590042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1590042.250000 Penalty: 3185.040771
	Iteration 54Q: 3 clusters Score -1590042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1590042.125000 Penalty: 3185.040771
	Iteration 55Q: 3 clusters Score -1590042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1590046.375000 Penalty: 3185.040771
	Iteration 56Q: 3 clusters Score -1590046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1590047.500000 Penalty: 3185.040771
	Iteration 57Q: 3 clusters Score -1590048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1590044.875000 Penalty: 3185.040771
	Iteration 58Q: 3 clusters Score -1590045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1590045.625000 Penalty: 3185.040771
	Iteration 59Q: 3 clusters Score -1590046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1590046.750000 Penalty: 3185.040771
	Iteration 60F: 3 clusters Score -1590047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1590048.250000 Penalty: 3185.040771
	Iteration 61Q: 3 clusters Score -1590048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1590047.000000 Penalty: 3185.040771
	Iteration 62Q: 3 clusters Score -1590047 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1590050.625000 Penalty: 3185.040771
	Iteration 63Q: 3 clusters Score -1590051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1590053.000000 Penalty: 3185.040771
	Iteration 64Q: 3 clusters Score -1590053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1590053.000000 Penalty: 3185.040771
	Iteration 65Q: 3 clusters Score -1590053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1590059.375000 Penalty: 3185.040771
	Iteration 66Q: 3 clusters Score -1590059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1590059.750000 Penalty: 3185.040771
	Iteration 67Q: 3 clusters Score -1590060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1590062.625000 Penalty: 3185.040771
	Iteration 68Q: 3 clusters Score -1590063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1590063.125000 Penalty: 3185.040771
	Iteration 69Q: 3 clusters Score -1590063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1590065.000000 Penalty: 3185.040771
	Iteration 70Q: 3 clusters Score -1590065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1590065.125000 Penalty: 3185.040771
	Iteration 71Q: 3 clusters Score -1590065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1590069.625000 Penalty: 3185.040771
	Iteration 72Q: 3 clusters Score -1590070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1590069.125000 Penalty: 3185.040771
	Iteration 73Q: 3 clusters Score -1590069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1590070.250000 Penalty: 3185.040771
	Iteration 74Q: 3 clusters Score -1590070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1590071.125000 Penalty: 3185.040771
	Iteration 75Q: 3 clusters Score -1590071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1590069.625000 Penalty: 3185.040771
	Iteration 76Q: 3 clusters Score -1590070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1590072.000000 Penalty: 3185.040771
	Iteration 77Q: 3 clusters Score -1590072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1590072.000000 Penalty: 3185.040771
	Iteration 78F: 3 clusters Score -1590072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Entering Unmasked Estep 
Score: -3229248.750000 Penalty: 1706.609863
	Iteration 0F: 2 clusters Score -3229249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3204735.500000 Penalty: 3413.219727
	Iteration 0F: 3 clusters Score -3204736 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -3214155.750000 Penalty: 3413.219727
	Iteration 1F: 3 clusters Score -3214156 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3214596.250000 Penalty: 3413.219727
	Iteration 2Q: 3 clusters Score -3214596 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3215045.500000 Penalty: 3413.219727
	Iteration 3Q: 3 clusters Score -3215046 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -3215547.750000 Penalty: 3413.219727
	Iteration 4Q: 3 clusters Score -3215548 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -3216111.000000 Penalty: 3413.219727
	Iteration 5Q: 3 clusters Score -3216111 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -3216807.000000 Penalty: 3413.219727
	Iteration 6Q: 3 clusters Score -3216807 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -3217708.500000 Penalty: 3413.219727
	Iteration 7Q: 3 clusters Score -3217708 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3218930.250000 Penalty: 3413.219727
	Iteration 8F: 3 clusters Score -3218930 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3220326.500000 Penalty: 3413.219727
	Iteration 9F: 3 clusters Score -3220326 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23340 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3221606.000000 Penalty: 3413.219727
	Iteration 10F: 3 clusters Score -3221606 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -3222362.000000 Penalty: 3413.219727
	Iteration 11Q: 3 clusters Score -3222362 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24923 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3222808.000000 Penalty: 3413.219727
	Iteration 12Q: 3 clusters Score -3222808 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -3223138.500000 Penalty: 3413.219727
	Iteration 13Q: 3 clusters Score -3223138 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26417 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3223468.750000 Penalty: 3413.219727
	Iteration 14Q: 3 clusters Score -3223469 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3223797.750000 Penalty: 3413.219727
	Iteration 15Q: 3 clusters Score -3223798 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -3224137.500000 Penalty: 3413.219727
	Iteration 16Q: 3 clusters Score -3224138 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28668 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3224503.250000 Penalty: 3413.219727
	Iteration 17Q: 3 clusters Score -3224503 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3224886.750000 Penalty: 3413.219727
	Iteration 18Q: 3 clusters Score -3224887 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30059 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -3225221.250000 Penalty: 3413.219727
	Iteration 19Q: 3 clusters Score -3225221 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -3225536.500000 Penalty: 3413.219727
	Iteration 20F: 3 clusters Score -3225536 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -3225830.500000 Penalty: 3413.219727
	Iteration 21Q: 3 clusters Score -3225830 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -3226121.750000 Penalty: 3413.219727
	Iteration 22Q: 3 clusters Score -3226122 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -3226365.500000 Penalty: 3413.219727
	Iteration 23Q: 3 clusters Score -3226366 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32559 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -3226609.000000 Penalty: 3413.219727
	Iteration 24Q: 3 clusters Score -3226609 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -3226822.250000 Penalty: 3413.219727
	Iteration 25Q: 3 clusters Score -3226822 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -3227000.000000 Penalty: 3413.219727
	Iteration 26Q: 3 clusters Score -3227000 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3227129.000000 Penalty: 3413.219727
	Iteration 27Q: 3 clusters Score -3227129 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33788 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -3227256.250000 Penalty: 3413.219727
	Iteration 28Q: 3 clusters Score -3227256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33975 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -3227328.250000 Penalty: 3413.219727
	Iteration 29Q: 3 clusters Score -3227328 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -3227390.750000 Penalty: 3413.219727
	Iteration 30Q: 3 clusters Score -3227391 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -3227451.500000 Penalty: 3413.219727
	Iteration 31Q: 3 clusters Score -3227452 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34404 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3227490.500000 Penalty: 3413.219727
	Iteration 32Q: 3 clusters Score -3227490 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3227546.500000 Penalty: 3413.219727
	Iteration 33Q: 3 clusters Score -3227546 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -3227576.250000 Penalty: 3413.219727
	Iteration 34Q: 3 clusters Score -3227576 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34701 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3227600.250000 Penalty: 3413.219727
	Iteration 35Q: 3 clusters Score -3227600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3227628.500000 Penalty: 3413.219727
	Iteration 36Q: 3 clusters Score -3227628 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34828 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3227651.000000 Penalty: 3413.219727
	Iteration 37Q: 3 clusters Score -3227651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3227659.750000 Penalty: 3413.219727
	Iteration 38Q: 3 clusters Score -3227660 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34926 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3227668.250000 Penalty: 3413.219727
	Iteration 39Q: 3 clusters Score -3227668 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3227676.500000 Penalty: 3413.219727
	Iteration 40F: 3 clusters Score -3227676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35012 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3227691.000000 Penalty: 3413.219727
	Iteration 41Q: 3 clusters Score -3227691 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35046 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3227693.000000 Penalty: 3413.219727
	Iteration 42Q: 3 clusters Score -3227693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35070 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3227696.500000 Penalty: 3413.219727
	Iteration 43Q: 3 clusters Score -3227696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -3227706.500000 Penalty: 3413.219727
	Iteration 44Q: 3 clusters Score -3227706 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3227704.500000 Penalty: 3413.219727
	Iteration 45Q: 3 clusters Score -3227704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35125 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3227708.750000 Penalty: 3413.219727
	Iteration 46Q: 3 clusters Score -3227709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35141 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3227715.000000 Penalty: 3413.219727
	Iteration 47Q: 3 clusters Score -3227715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35161 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -3227723.250000 Penalty: 3413.219727
	Iteration 48Q: 3 clusters Score -3227723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3227727.250000 Penalty: 3413.219727
	Iteration 49Q: 3 clusters Score -3227727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35186 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3227737.000000 Penalty: 3413.219727
	Iteration 50Q: 3 clusters Score -3227737 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -3227736.000000 Penalty: 3413.219727
	Iteration 51Q: 3 clusters Score -3227736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3227738.750000 Penalty: 3413.219727
	Iteration 52Q: 3 clusters Score -3227739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3227740.000000 Penalty: 3413.219727
	Iteration 53Q: 3 clusters Score -3227740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3227743.000000 Penalty: 3413.219727
	Iteration 54Q: 3 clusters Score -3227743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3227742.000000 Penalty: 3413.219727
	Iteration 55Q: 3 clusters Score -3227742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3227742.250000 Penalty: 3413.219727
	Iteration 56Q: 3 clusters Score -3227742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3227741.250000 Penalty: 3413.219727
	Iteration 57Q: 3 clusters Score -3227741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3227747.000000 Penalty: 3413.219727
	Iteration 58Q: 3 clusters Score -3227747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35239 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3227746.250000 Penalty: 3413.219727
	Iteration 59Q: 3 clusters Score -3227746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3227751.750000 Penalty: 3413.219727
	Iteration 60F: 3 clusters Score -3227752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35246 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3227748.500000 Penalty: 3413.219727
	Iteration 61Q: 3 clusters Score -3227748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3227745.500000 Penalty: 3413.219727
	Iteration 62Q: 3 clusters Score -3227746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3227748.000000 Penalty: 3413.219727
	Iteration 63Q: 3 clusters Score -3227748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3227749.250000 Penalty: 3413.219727
	Iteration 64Q: 3 clusters Score -3227749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3227751.000000 Penalty: 3413.219727
	Iteration 65Q: 3 clusters Score -3227751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3227751.000000 Penalty: 3413.219727
	Iteration 66F: 3 clusters Score -3227751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Entering Unmasked Estep 
Score: -572312.437500 Penalty: 1429.232910
	Iteration 0F: 2 clusters Score -572312.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -567304.125000 Penalty: 2858.465820
	Iteration 0F: 3 clusters Score -567304.1 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -568858.187500 Penalty: 2858.465820
	Iteration 1F: 3 clusters Score -568858.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -569291.562500 Penalty: 2858.465820
	Iteration 2F: 3 clusters Score -569291.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -569797.750000 Penalty: 2858.465820
	Iteration 3F: 3 clusters Score -569797.8 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -570327.562500 Penalty: 2858.465820
	Iteration 4F: 3 clusters Score -570327.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -570810.125000 Penalty: 2858.465820
	Iteration 5F: 3 clusters Score -570810.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -571178.812500 Penalty: 2858.465820
	Iteration 6F: 3 clusters Score -571178.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -571421.875000 Penalty: 2858.465820
	Iteration 7Q: 3 clusters Score -571421.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -571582.187500 Penalty: 2858.465820
	Iteration 8Q: 3 clusters Score -571582.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -571689.875000 Penalty: 2858.465820
	Iteration 9Q: 3 clusters Score -571689.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -571800.812500 Penalty: 2858.465820
	Iteration 10Q: 3 clusters Score -571800.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -571904.812500 Penalty: 2858.465820
	Iteration 11Q: 3 clusters Score -571904.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -571994.125000 Penalty: 2858.465820
	Iteration 12Q: 3 clusters Score -571994.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -572044.500000 Penalty: 2858.465820
	Iteration 13Q: 3 clusters Score -572044.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -572078.937500 Penalty: 2858.465820
	Iteration 14Q: 3 clusters Score -572078.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -572096.250000 Penalty: 2858.465820
	Iteration 15Q: 3 clusters Score -572096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -572110.375000 Penalty: 2858.465820
	Iteration 16Q: 3 clusters Score -572110.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -572118.125000 Penalty: 2858.465820
	Iteration 17Q: 3 clusters Score -572118.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -572128.937500 Penalty: 2858.465820
	Iteration 18Q: 3 clusters Score -572128.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -572135.250000 Penalty: 2858.465820
	Iteration 19Q: 3 clusters Score -572135.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -572140.000000 Penalty: 2858.465820
	Iteration 20F: 3 clusters Score -572140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -572143.000000 Penalty: 2858.465820
	Iteration 21Q: 3 clusters Score -572143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -572146.437500 Penalty: 2858.465820
	Iteration 22Q: 3 clusters Score -572146.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -572147.937500 Penalty: 2858.465820
	Iteration 23Q: 3 clusters Score -572147.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -572147.937500 Penalty: 2858.465820
	Iteration 24F: 3 clusters Score -572147.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -730144.625000 Penalty: 1468.927124
	Iteration 0F: 2 clusters Score -730144.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -723946.437500 Penalty: 2937.854248
	Iteration 0F: 3 clusters Score -723946.4 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -726078.750000 Penalty: 2937.854248
	Iteration 1F: 3 clusters Score -726078.8 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -726524.562500 Penalty: 2937.854248
	Iteration 2F: 3 clusters Score -726524.6 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -726952.250000 Penalty: 2937.854248
	Iteration 3F: 3 clusters Score -726952.2 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -727386.437500 Penalty: 2937.854248
	Iteration 4F: 3 clusters Score -727386.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -727793.125000 Penalty: 2937.854248
	Iteration 5F: 3 clusters Score -727793.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -728097.875000 Penalty: 2937.854248
	Iteration 6F: 3 clusters Score -728097.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -728351.812500 Penalty: 2937.854248
	Iteration 7Q: 3 clusters Score -728351.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -728560.625000 Penalty: 2937.854248
	Iteration 8Q: 3 clusters Score -728560.6 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -728727.687500 Penalty: 2937.854248
	Iteration 9Q: 3 clusters Score -728727.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -728907.125000 Penalty: 2937.854248
	Iteration 10Q: 3 clusters Score -728907.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -729032.875000 Penalty: 2937.854248
	Iteration 11Q: 3 clusters Score -729032.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -729145.187500 Penalty: 2937.854248
	Iteration 12Q: 3 clusters Score -729145.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -729234.062500 Penalty: 2937.854248
	Iteration 13Q: 3 clusters Score -729234.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -729297.687500 Penalty: 2937.854248
	Iteration 14Q: 3 clusters Score -729297.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -729362.500000 Penalty: 2937.854248
	Iteration 15Q: 3 clusters Score -729362.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -729411.125000 Penalty: 2937.854248
	Iteration 16Q: 3 clusters Score -729411.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -729452.937500 Penalty: 2937.854248
	Iteration 17Q: 3 clusters Score -729452.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -729488.375000 Penalty: 2937.854248
	Iteration 18Q: 3 clusters Score -729488.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -729513.062500 Penalty: 2937.854248
	Iteration 19Q: 3 clusters Score -729513.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -729528.500000 Penalty: 2937.854248
	Iteration 20F: 3 clusters Score -729528.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -729541.500000 Penalty: 2937.854248
	Iteration 21Q: 3 clusters Score -729541.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -729549.625000 Penalty: 2937.854248
	Iteration 22Q: 3 clusters Score -729549.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -729555.000000 Penalty: 2937.854248
	Iteration 23Q: 3 clusters Score -729555 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -729558.875000 Penalty: 2937.854248
	Iteration 24Q: 3 clusters Score -729558.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -729559.125000 Penalty: 2937.854248
	Iteration 25Q: 3 clusters Score -729559.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -729566.500000 Penalty: 2937.854248
	Iteration 26Q: 3 clusters Score -729566.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -729572.375000 Penalty: 2937.854248
	Iteration 27Q: 3 clusters Score -729572.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -729579.750000 Penalty: 2937.854248
	Iteration 28Q: 3 clusters Score -729579.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -729585.625000 Penalty: 2937.854248
	Iteration 29Q: 3 clusters Score -729585.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -729587.000000 Penalty: 2937.854248
	Iteration 30Q: 3 clusters Score -729587 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -729589.812500 Penalty: 2937.854248
	Iteration 31Q: 3 clusters Score -729589.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -729589.812500 Penalty: 2937.854248
	Iteration 32Q: 3 clusters Score -729589.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -729593.437500 Penalty: 2937.854248
	Iteration 33Q: 3 clusters Score -729593.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -729595.687500 Penalty: 2937.854248
	Iteration 34Q: 3 clusters Score -729595.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -729597.500000 Penalty: 2937.854248
	Iteration 35Q: 3 clusters Score -729597.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -729598.500000 Penalty: 2937.854248
	Iteration 36Q: 3 clusters Score -729598.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -729597.562500 Penalty: 2937.854248
	Iteration 37Q: 3 clusters Score -729597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -729597.687500 Penalty: 2937.854248
	Iteration 38Q: 3 clusters Score -729597.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -729601.250000 Penalty: 2937.854248
	Iteration 39Q: 3 clusters Score -729601.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -729601.250000 Penalty: 2937.854248
	Iteration 40F: 3 clusters Score -729601.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46065 members 
Entering Unmasked Estep 
Score: -4045773.250000 Penalty: 1744.893799
	Iteration 0F: 2 clusters Score -4045773 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -4015097.250000 Penalty: 3489.787598
	Iteration 0F: 3 clusters Score -4015097 nChanged 21563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -4027608.250000 Penalty: 3489.787598
	Iteration 1F: 3 clusters Score -4027608 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4028475.000000 Penalty: 3489.787598
	Iteration 2Q: 3 clusters Score -4028475 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4029611.750000 Penalty: 3489.787598
	Iteration 3F: 3 clusters Score -4029612 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30238 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -4031263.500000 Penalty: 3489.787598
	Iteration 4F: 3 clusters Score -4031264 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -4033501.500000 Penalty: 3489.787598
	Iteration 5F: 3 clusters Score -4033502 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36302 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -4036286.250000 Penalty: 3489.787598
	Iteration 6F: 3 clusters Score -4036286 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39334 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -4039123.000000 Penalty: 3489.787598
	Iteration 7F: 3 clusters Score -4039123 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41797 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -4041480.000000 Penalty: 3489.787598
	Iteration 8F: 3 clusters Score -4041480 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43397 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -4042923.250000 Penalty: 3489.787598
	Iteration 9Q: 3 clusters Score -4042923 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44298 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4043614.500000 Penalty: 3489.787598
	Iteration 10Q: 3 clusters Score -4043614 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44806 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -4043968.000000 Penalty: 3489.787598
	Iteration 11Q: 3 clusters Score -4043968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -4044162.750000 Penalty: 3489.787598
	Iteration 12Q: 3 clusters Score -4044163 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -4044293.750000 Penalty: 3489.787598
	Iteration 13Q: 3 clusters Score -4044294 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -4044373.000000 Penalty: 3489.787598
	Iteration 14Q: 3 clusters Score -4044373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4044433.250000 Penalty: 3489.787598
	Iteration 15Q: 3 clusters Score -4044433 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4044467.000000 Penalty: 3489.787598
	Iteration 16Q: 3 clusters Score -4044467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4044497.750000 Penalty: 3489.787598
	Iteration 17Q: 3 clusters Score -4044498 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4044518.250000 Penalty: 3489.787598
	Iteration 18Q: 3 clusters Score -4044518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -4044524.500000 Penalty: 3489.787598
	Iteration 19Q: 3 clusters Score -4044524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45508 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4044535.000000 Penalty: 3489.787598
	Iteration 20F: 3 clusters Score -4044535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45519 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -4044544.250000 Penalty: 3489.787598
	Iteration 21Q: 3 clusters Score -4044544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4044547.750000 Penalty: 3489.787598
	Iteration 22Q: 3 clusters Score -4044548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4044548.500000 Penalty: 3489.787598
	Iteration 23Q: 3 clusters Score -4044548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45534 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4044554.500000 Penalty: 3489.787598
	Iteration 24Q: 3 clusters Score -4044554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4044560.250000 Penalty: 3489.787598
	Iteration 25Q: 3 clusters Score -4044560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45540 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4044559.750000 Penalty: 3489.787598
	Iteration 26Q: 3 clusters Score -4044560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4044562.500000 Penalty: 3489.787598
	Iteration 27Q: 3 clusters Score -4044562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45544 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4044563.750000 Penalty: 3489.787598
	Iteration 28Q: 3 clusters Score -4044564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4044561.500000 Penalty: 3489.787598
	Iteration 29Q: 3 clusters Score -4044562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4044561.500000 Penalty: 3489.787598
	Iteration 30F: 3 clusters Score -4044562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (4416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Entering Unmasked Estep 
Score: -350021.000000 Penalty: 1363.860718
	Iteration 0F: 2 clusters Score -350021 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 2224 members 
Entering Unmasked Estep 
Score: -346424.781250 Penalty: 2727.721436
	Iteration 0F: 3 clusters Score -346424.8 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -347558.906250 Penalty: 2727.721436
	Iteration 1F: 3 clusters Score -347558.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -347943.406250 Penalty: 2727.721436
	Iteration 2F: 3 clusters Score -347943.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -348262.875000 Penalty: 2727.721436
	Iteration 3F: 3 clusters Score -348262.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -348511.343750 Penalty: 2727.721436
	Iteration 4F: 3 clusters Score -348511.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -348680.281250 Penalty: 2727.721436
	Iteration 5F: 3 clusters Score -348680.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -348844.312500 Penalty: 2727.721436
	Iteration 6Q: 3 clusters Score -348844.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -348999.125000 Penalty: 2727.721436
	Iteration 7Q: 3 clusters Score -348999.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -349128.781250 Penalty: 2727.721436
	Iteration 8Q: 3 clusters Score -349128.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -349221.093750 Penalty: 2727.721436
	Iteration 9Q: 3 clusters Score -349221.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -349281.281250 Penalty: 2727.721436
	Iteration 10Q: 3 clusters Score -349281.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -349320.218750 Penalty: 2727.721436
	Iteration 11Q: 3 clusters Score -349320.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -349347.718750 Penalty: 2727.721436
	Iteration 12Q: 3 clusters Score -349347.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -349369.843750 Penalty: 2727.721436
	Iteration 13Q: 3 clusters Score -349369.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -349387.093750 Penalty: 2727.721436
	Iteration 14Q: 3 clusters Score -349387.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -349404.093750 Penalty: 2727.721436
	Iteration 15Q: 3 clusters Score -349404.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -349415.437500 Penalty: 2727.721436
	Iteration 16Q: 3 clusters Score -349415.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -349423.781250 Penalty: 2727.721436
	Iteration 17Q: 3 clusters Score -349423.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -349430.625000 Penalty: 2727.721436
	Iteration 18Q: 3 clusters Score -349430.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -349435.218750 Penalty: 2727.721436
	Iteration 19Q: 3 clusters Score -349435.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -349442.781250 Penalty: 2727.721436
	Iteration 20F: 3 clusters Score -349442.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -349445.468750 Penalty: 2727.721436
	Iteration 21Q: 3 clusters Score -349445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -349447.218750 Penalty: 2727.721436
	Iteration 22Q: 3 clusters Score -349447.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -349450.875000 Penalty: 2727.721436
	Iteration 23Q: 3 clusters Score -349450.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -349454.937500 Penalty: 2727.721436
	Iteration 24Q: 3 clusters Score -349454.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -349458.562500 Penalty: 2727.721436
	Iteration 25Q: 3 clusters Score -349458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -349461.625000 Penalty: 2727.721436
	Iteration 26Q: 3 clusters Score -349461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -349465.718750 Penalty: 2727.721436
	Iteration 27Q: 3 clusters Score -349465.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -349466.625000 Penalty: 2727.721436
	Iteration 28Q: 3 clusters Score -349466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -349467.093750 Penalty: 2727.721436
	Iteration 29Q: 3 clusters Score -349467.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -349467.718750 Penalty: 2727.721436
	Iteration 30Q: 3 clusters Score -349467.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -349468.718750 Penalty: 2727.721436
	Iteration 31Q: 3 clusters Score -349468.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -349469.156250 Penalty: 2727.721436
	Iteration 32Q: 3 clusters Score -349469.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -349468.937500 Penalty: 2727.721436
	Iteration 33Q: 3 clusters Score -349468.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -349469.000000 Penalty: 2727.721436
	Iteration 34Q: 3 clusters Score -349469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -349469.375000 Penalty: 2727.721436
	Iteration 35Q: 3 clusters Score -349469.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -349469.375000 Penalty: 2727.721436
	Iteration 36F: 3 clusters Score -349469.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Entering Unmasked Estep 
Score: -335947.718750 Penalty: 1340.683228
	Iteration 0F: 2 clusters Score -335947.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -332712.031250 Penalty: 2681.366455
	Iteration 0F: 3 clusters Score -332712 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -333531.218750 Penalty: 2681.366455
	Iteration 1F: 3 clusters Score -333531.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -333673.187500 Penalty: 2681.366455
	Iteration 2F: 3 clusters Score -333673.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -333784.125000 Penalty: 2681.366455
	Iteration 3F: 3 clusters Score -333784.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -333883.718750 Penalty: 2681.366455
	Iteration 4Q: 3 clusters Score -333883.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -333984.062500 Penalty: 2681.366455
	Iteration 5Q: 3 clusters Score -333984.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -334070.968750 Penalty: 2681.366455
	Iteration 6Q: 3 clusters Score -334071 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -334140.250000 Penalty: 2681.366455
	Iteration 7Q: 3 clusters Score -334140.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -334199.218750 Penalty: 2681.366455
	Iteration 8Q: 3 clusters Score -334199.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -334243.062500 Penalty: 2681.366455
	Iteration 9Q: 3 clusters Score -334243.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -334283.968750 Penalty: 2681.366455
	Iteration 10Q: 3 clusters Score -334284 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -334337.156250 Penalty: 2681.366455
	Iteration 11Q: 3 clusters Score -334337.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -334394.375000 Penalty: 2681.366455
	Iteration 12Q: 3 clusters Score -334394.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -334450.781250 Penalty: 2681.366455
	Iteration 13Q: 3 clusters Score -334450.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -334513.718750 Penalty: 2681.366455
	Iteration 14Q: 3 clusters Score -334513.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -334571.375000 Penalty: 2681.366455
	Iteration 15Q: 3 clusters Score -334571.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -334631.843750 Penalty: 2681.366455
	Iteration 16Q: 3 clusters Score -334631.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -334691.718750 Penalty: 2681.366455
	Iteration 17Q: 3 clusters Score -334691.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -334733.750000 Penalty: 2681.366455
	Iteration 18Q: 3 clusters Score -334733.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -334757.500000 Penalty: 2681.366455
	Iteration 19Q: 3 clusters Score -334757.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -334776.875000 Penalty: 2681.366455
	Iteration 20F: 3 clusters Score -334776.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -334795.937500 Penalty: 2681.366455
	Iteration 21Q: 3 clusters Score -334795.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -334812.218750 Penalty: 2681.366455
	Iteration 22Q: 3 clusters Score -334812.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -334820.937500 Penalty: 2681.366455
	Iteration 23Q: 3 clusters Score -334820.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -334827.593750 Penalty: 2681.366455
	Iteration 24Q: 3 clusters Score -334827.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -334833.625000 Penalty: 2681.366455
	Iteration 25Q: 3 clusters Score -334833.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -334838.187500 Penalty: 2681.366455
	Iteration 26Q: 3 clusters Score -334838.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -334842.218750 Penalty: 2681.366455
	Iteration 27Q: 3 clusters Score -334842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -334845.562500 Penalty: 2681.366455
	Iteration 28Q: 3 clusters Score -334845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -334849.156250 Penalty: 2681.366455
	Iteration 29Q: 3 clusters Score -334849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -334850.718750 Penalty: 2681.366455
	Iteration 30Q: 3 clusters Score -334850.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -334855.968750 Penalty: 2681.366455
	Iteration 31Q: 3 clusters Score -334856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -334858.843750 Penalty: 2681.366455
	Iteration 32Q: 3 clusters Score -334858.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -334861.843750 Penalty: 2681.366455
	Iteration 33Q: 3 clusters Score -334861.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -334864.531250 Penalty: 2681.366455
	Iteration 34Q: 3 clusters Score -334864.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -334867.343750 Penalty: 2681.366455
	Iteration 35Q: 3 clusters Score -334867.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -334870.343750 Penalty: 2681.366455
	Iteration 36Q: 3 clusters Score -334870.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -334871.218750 Penalty: 2681.366455
	Iteration 37Q: 3 clusters Score -334871.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -334871.437500 Penalty: 2681.366455
	Iteration 38Q: 3 clusters Score -334871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -334871.437500 Penalty: 2681.366455
	Iteration 39F: 3 clusters Score -334871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Entering Unmasked Estep 
Score: -238583.656250 Penalty: 1291.440308
	Iteration 0F: 2 clusters Score -238583.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -235945.578125 Penalty: 2582.880615
	Iteration 0F: 3 clusters Score -235945.6 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -236693.390625 Penalty: 2582.880615
	Iteration 1F: 3 clusters Score -236693.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -236901.203125 Penalty: 2582.880615
	Iteration 2F: 3 clusters Score -236901.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -237011.515625 Penalty: 2582.880615
	Iteration 3F: 3 clusters Score -237011.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -237108.656250 Penalty: 2582.880615
	Iteration 4Q: 3 clusters Score -237108.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -237199.828125 Penalty: 2582.880615
	Iteration 5Q: 3 clusters Score -237199.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -237306.062500 Penalty: 2582.880615
	Iteration 6Q: 3 clusters Score -237306.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -237411.687500 Penalty: 2582.880615
	Iteration 7Q: 3 clusters Score -237411.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -237514.312500 Penalty: 2582.880615
	Iteration 8Q: 3 clusters Score -237514.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -237605.296875 Penalty: 2582.880615
	Iteration 9Q: 3 clusters Score -237605.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237660.453125 Penalty: 2582.880615
	Iteration 10Q: 3 clusters Score -237660.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -237704.406250 Penalty: 2582.880615
	Iteration 11Q: 3 clusters Score -237704.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -237733.671875 Penalty: 2582.880615
	Iteration 12Q: 3 clusters Score -237733.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -237769.562500 Penalty: 2582.880615
	Iteration 13Q: 3 clusters Score -237769.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -237806.921875 Penalty: 2582.880615
	Iteration 14Q: 3 clusters Score -237806.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -237843.546875 Penalty: 2582.880615
	Iteration 15Q: 3 clusters Score -237843.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -237885.390625 Penalty: 2582.880615
	Iteration 16Q: 3 clusters Score -237885.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -237942.281250 Penalty: 2582.880615
	Iteration 17Q: 3 clusters Score -237942.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -237977.218750 Penalty: 2582.880615
	Iteration 18Q: 3 clusters Score -237977.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -237992.468750 Penalty: 2582.880615
	Iteration 19Q: 3 clusters Score -237992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -237998.796875 Penalty: 2582.880615
	Iteration 20F: 3 clusters Score -237998.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -238005.687500 Penalty: 2582.880615
	Iteration 21Q: 3 clusters Score -238005.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -238009.937500 Penalty: 2582.880615
	Iteration 22Q: 3 clusters Score -238009.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -238012.250000 Penalty: 2582.880615
	Iteration 23Q: 3 clusters Score -238012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -238013.515625 Penalty: 2582.880615
	Iteration 24Q: 3 clusters Score -238013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -238014.109375 Penalty: 2582.880615
	Iteration 25Q: 3 clusters Score -238014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238015.218750 Penalty: 2582.880615
	Iteration 26Q: 3 clusters Score -238015.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -238015.218750 Penalty: 2582.880615
	Iteration 27F: 3 clusters Score -238015.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -128537.718750 Penalty: 1187.420410
	Iteration 0F: 2 clusters Score -128537.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -126785.898438 Penalty: 2374.840820
	Iteration 0F: 3 clusters Score -126785.9 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -127188.445312 Penalty: 2374.840820
	Iteration 1F: 3 clusters Score -127188.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -127308.210938 Penalty: 2374.840820
	Iteration 2F: 3 clusters Score -127308.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -127406.695312 Penalty: 2374.840820
	Iteration 3F: 3 clusters Score -127406.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127514.625000 Penalty: 2374.840820
	Iteration 4Q: 3 clusters Score -127514.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -127629.148438 Penalty: 2374.840820
	Iteration 5Q: 3 clusters Score -127629.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -127803.382812 Penalty: 2374.840820
	Iteration 6F: 3 clusters Score -127803.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -127984.742188 Penalty: 2374.840820
	Iteration 7F: 3 clusters Score -127984.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -128179.031250 Penalty: 2374.840820
	Iteration 8F: 3 clusters Score -128179 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -128286.343750 Penalty: 2374.840820
	Iteration 9Q: 3 clusters Score -128286.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -128350.312500 Penalty: 2374.840820
	Iteration 10Q: 3 clusters Score -128350.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -128398.132812 Penalty: 2374.840820
	Iteration 11Q: 3 clusters Score -128398.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -128453.234375 Penalty: 2374.840820
	Iteration 12Q: 3 clusters Score -128453.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -128494.812500 Penalty: 2374.840820
	Iteration 13Q: 3 clusters Score -128494.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128516.414062 Penalty: 2374.840820
	Iteration 14Q: 3 clusters Score -128516.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -128528.109375 Penalty: 2374.840820
	Iteration 15Q: 3 clusters Score -128528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -128539.062500 Penalty: 2374.840820
	Iteration 16Q: 3 clusters Score -128539.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -128545.679688 Penalty: 2374.840820
	Iteration 17Q: 3 clusters Score -128545.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128547.476562 Penalty: 2374.840820
	Iteration 18Q: 3 clusters Score -128547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -128547.476562 Penalty: 2374.840820
	Iteration 19F: 3 clusters Score -128547.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 437 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 1054 members 
Entering Unmasked Estep 
Score: -40894004.000000 Penalty: 89363.875000
Splitting cluster 19 changes total score from -40894972.000000 to -40894004.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (1799 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Entering Unmasked Estep 
Score: -146517.968750 Penalty: 1217.935181
	Iteration 0F: 2 clusters Score -146518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -144545.437500 Penalty: 2435.870361
	Iteration 0F: 3 clusters Score -144545.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -144952.796875 Penalty: 2435.870361
	Iteration 1F: 3 clusters Score -144952.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -145119.203125 Penalty: 2435.870361
	Iteration 2F: 3 clusters Score -145119.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -145336.390625 Penalty: 2435.870361
	Iteration 3F: 3 clusters Score -145336.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -145543.609375 Penalty: 2435.870361
	Iteration 4F: 3 clusters Score -145543.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -145652.562500 Penalty: 2435.870361
	Iteration 5F: 3 clusters Score -145652.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -145749.046875 Penalty: 2435.870361
	Iteration 6Q: 3 clusters Score -145749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -145819.093750 Penalty: 2435.870361
	Iteration 7Q: 3 clusters Score -145819.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -145879.484375 Penalty: 2435.870361
	Iteration 8Q: 3 clusters Score -145879.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -145927.656250 Penalty: 2435.870361
	Iteration 9Q: 3 clusters Score -145927.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -145973.875000 Penalty: 2435.870361
	Iteration 10Q: 3 clusters Score -145973.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -146002.171875 Penalty: 2435.870361
	Iteration 11Q: 3 clusters Score -146002.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -146022.390625 Penalty: 2435.870361
	Iteration 12Q: 3 clusters Score -146022.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -146034.375000 Penalty: 2435.870361
	Iteration 13Q: 3 clusters Score -146034.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -146046.953125 Penalty: 2435.870361
	Iteration 14Q: 3 clusters Score -146047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -146058.750000 Penalty: 2435.870361
	Iteration 15Q: 3 clusters Score -146058.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -146069.140625 Penalty: 2435.870361
	Iteration 16Q: 3 clusters Score -146069.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -146074.937500 Penalty: 2435.870361
	Iteration 17Q: 3 clusters Score -146074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -146078.812500 Penalty: 2435.870361
	Iteration 18Q: 3 clusters Score -146078.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -146082.312500 Penalty: 2435.870361
	Iteration 19Q: 3 clusters Score -146082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -146086.703125 Penalty: 2435.870361
	Iteration 20F: 3 clusters Score -146086.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -146093.265625 Penalty: 2435.870361
	Iteration 21Q: 3 clusters Score -146093.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -146102.375000 Penalty: 2435.870361
	Iteration 22Q: 3 clusters Score -146102.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -146111.000000 Penalty: 2435.870361
	Iteration 23Q: 3 clusters Score -146111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -146115.250000 Penalty: 2435.870361
	Iteration 24Q: 3 clusters Score -146115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -146117.546875 Penalty: 2435.870361
	Iteration 25Q: 3 clusters Score -146117.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -146118.390625 Penalty: 2435.870361
	Iteration 26Q: 3 clusters Score -146118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -146120.593750 Penalty: 2435.870361
	Iteration 27Q: 3 clusters Score -146120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -146123.718750 Penalty: 2435.870361
	Iteration 28Q: 3 clusters Score -146123.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -146128.609375 Penalty: 2435.870361
	Iteration 29Q: 3 clusters Score -146128.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -146131.125000 Penalty: 2435.870361
	Iteration 30Q: 3 clusters Score -146131.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -146133.734375 Penalty: 2435.870361
	Iteration 31Q: 3 clusters Score -146133.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -146140.156250 Penalty: 2435.870361
	Iteration 32Q: 3 clusters Score -146140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -146145.406250 Penalty: 2435.870361
	Iteration 33Q: 3 clusters Score -146145.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -146150.031250 Penalty: 2435.870361
	Iteration 34Q: 3 clusters Score -146150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -146152.546875 Penalty: 2435.870361
	Iteration 35Q: 3 clusters Score -146152.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -146153.640625 Penalty: 2435.870361
	Iteration 36Q: 3 clusters Score -146153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -146155.750000 Penalty: 2435.870361
	Iteration 37Q: 3 clusters Score -146155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -146156.750000 Penalty: 2435.870361
	Iteration 38Q: 3 clusters Score -146156.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -146157.281250 Penalty: 2435.870361
	Iteration 39Q: 3 clusters Score -146157.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -146158.515625 Penalty: 2435.870361
	Iteration 40F: 3 clusters Score -146158.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -146159.437500 Penalty: 2435.870361
	Iteration 41Q: 3 clusters Score -146159.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146160.671875 Penalty: 2435.870361
	Iteration 42Q: 3 clusters Score -146160.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -146160.671875 Penalty: 2435.870361
	Iteration 43F: 3 clusters Score -146160.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Entering Unmasked Estep 
Score: -36782.125000 Penalty: 1029.157959
	Iteration 0F: 2 clusters Score -36782.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -35754.070312 Penalty: 2058.315918
	Iteration 0F: 3 clusters Score -35754.07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -36043.480469 Penalty: 2058.315918
	Iteration 1F: 3 clusters Score -36043.48 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -36158.644531 Penalty: 2058.315918
	Iteration 2F: 3 clusters Score -36158.64 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -36208.753906 Penalty: 2058.315918
	Iteration 3Q: 3 clusters Score -36208.75 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -36255.273438 Penalty: 2058.315918
	Iteration 4Q: 3 clusters Score -36255.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -36282.023438 Penalty: 2058.315918
	Iteration 5Q: 3 clusters Score -36282.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36294.265625 Penalty: 2058.315918
	Iteration 6Q: 3 clusters Score -36294.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36305.589844 Penalty: 2058.315918
	Iteration 7Q: 3 clusters Score -36305.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -36315.816406 Penalty: 2058.315918
	Iteration 8Q: 3 clusters Score -36315.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36318.312500 Penalty: 2058.315918
	Iteration 9Q: 3 clusters Score -36318.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36318.855469 Penalty: 2058.315918
	Iteration 10Q: 3 clusters Score -36318.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -36318.855469 Penalty: 2058.315918
	Iteration 11F: 3 clusters Score -36318.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Entering Unmasked Estep 
Score: -114964.351562 Penalty: 1176.838379
	Iteration 0F: 2 clusters Score -114964.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -113290.828125 Penalty: 2353.676758
	Iteration 0F: 3 clusters Score -113290.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -113615.289062 Penalty: 2353.676758
	Iteration 1F: 3 clusters Score -113615.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -113727.539062 Penalty: 2353.676758
	Iteration 2F: 3 clusters Score -113727.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -113795.742188 Penalty: 2353.676758
	Iteration 3Q: 3 clusters Score -113795.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -113852.015625 Penalty: 2353.676758
	Iteration 4Q: 3 clusters Score -113852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -113901.203125 Penalty: 2353.676758
	Iteration 5Q: 3 clusters Score -113901.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -113930.210938 Penalty: 2353.676758
	Iteration 6Q: 3 clusters Score -113930.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -113957.132812 Penalty: 2353.676758
	Iteration 7Q: 3 clusters Score -113957.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -113989.093750 Penalty: 2353.676758
	Iteration 8Q: 3 clusters Score -113989.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -114014.695312 Penalty: 2353.676758
	Iteration 9Q: 3 clusters Score -114014.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -114046.234375 Penalty: 2353.676758
	Iteration 10Q: 3 clusters Score -114046.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -114074.179688 Penalty: 2353.676758
	Iteration 11Q: 3 clusters Score -114074.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -114094.570312 Penalty: 2353.676758
	Iteration 12Q: 3 clusters Score -114094.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -114112.718750 Penalty: 2353.676758
	Iteration 13Q: 3 clusters Score -114112.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -114123.398438 Penalty: 2353.676758
	Iteration 14Q: 3 clusters Score -114123.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -114127.765625 Penalty: 2353.676758
	Iteration 15Q: 3 clusters Score -114127.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -114137.468750 Penalty: 2353.676758
	Iteration 16Q: 3 clusters Score -114137.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -114144.921875 Penalty: 2353.676758
	Iteration 17Q: 3 clusters Score -114144.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -114153.539062 Penalty: 2353.676758
	Iteration 18Q: 3 clusters Score -114153.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -114161.382812 Penalty: 2353.676758
	Iteration 19Q: 3 clusters Score -114161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -114164.968750 Penalty: 2353.676758
	Iteration 20F: 3 clusters Score -114165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -114168.054688 Penalty: 2353.676758
	Iteration 21Q: 3 clusters Score -114168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -114172.781250 Penalty: 2353.676758
	Iteration 22Q: 3 clusters Score -114172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -114177.656250 Penalty: 2353.676758
	Iteration 23Q: 3 clusters Score -114177.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -114181.570312 Penalty: 2353.676758
	Iteration 24Q: 3 clusters Score -114181.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -114185.718750 Penalty: 2353.676758
	Iteration 25Q: 3 clusters Score -114185.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -114188.875000 Penalty: 2353.676758
	Iteration 26Q: 3 clusters Score -114188.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -114193.578125 Penalty: 2353.676758
	Iteration 27Q: 3 clusters Score -114193.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -114195.718750 Penalty: 2353.676758
	Iteration 28Q: 3 clusters Score -114195.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -114197.968750 Penalty: 2353.676758
	Iteration 29Q: 3 clusters Score -114198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -114201.015625 Penalty: 2353.676758
	Iteration 30Q: 3 clusters Score -114201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -114203.820312 Penalty: 2353.676758
	Iteration 31Q: 3 clusters Score -114203.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -114206.734375 Penalty: 2353.676758
	Iteration 32Q: 3 clusters Score -114206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -114211.031250 Penalty: 2353.676758
	Iteration 33Q: 3 clusters Score -114211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -114213.695312 Penalty: 2353.676758
	Iteration 34Q: 3 clusters Score -114213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -114214.234375 Penalty: 2353.676758
	Iteration 35Q: 3 clusters Score -114214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -114215.210938 Penalty: 2353.676758
	Iteration 36Q: 3 clusters Score -114215.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -114216.867188 Penalty: 2353.676758
	Iteration 37Q: 3 clusters Score -114216.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -114216.867188 Penalty: 2353.676758
	Iteration 38F: 3 clusters Score -114216.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (3072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Entering Unmasked Estep 
Score: -269140.031250 Penalty: 1304.888550
	Iteration 0F: 2 clusters Score -269140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266371.406250 Penalty: 2609.777100
	Iteration 0F: 3 clusters Score -266371.4 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -267043.062500 Penalty: 2609.777100
	Iteration 1F: 3 clusters Score -267043.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -267210.281250 Penalty: 2609.777100
	Iteration 2F: 3 clusters Score -267210.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267324.250000 Penalty: 2609.777100
	Iteration 3F: 3 clusters Score -267324.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -267411.625000 Penalty: 2609.777100
	Iteration 4Q: 3 clusters Score -267411.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267472.968750 Penalty: 2609.777100
	Iteration 5Q: 3 clusters Score -267473 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267534.468750 Penalty: 2609.777100
	Iteration 6Q: 3 clusters Score -267534.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -267592.687500 Penalty: 2609.777100
	Iteration 7Q: 3 clusters Score -267592.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -267673.000000 Penalty: 2609.777100
	Iteration 8Q: 3 clusters Score -267673 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -267764.093750 Penalty: 2609.777100
	Iteration 9Q: 3 clusters Score -267764.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267837.968750 Penalty: 2609.777100
	Iteration 10Q: 3 clusters Score -267838 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -267933.156250 Penalty: 2609.777100
	Iteration 11Q: 3 clusters Score -267933.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -268044.156250 Penalty: 2609.777100
	Iteration 12Q: 3 clusters Score -268044.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -268157.718750 Penalty: 2609.777100
	Iteration 13Q: 3 clusters Score -268157.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -268254.812500 Penalty: 2609.777100
	Iteration 14Q: 3 clusters Score -268254.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -268336.781250 Penalty: 2609.777100
	Iteration 15Q: 3 clusters Score -268336.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -268388.125000 Penalty: 2609.777100
	Iteration 16Q: 3 clusters Score -268388.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -268429.000000 Penalty: 2609.777100
	Iteration 17Q: 3 clusters Score -268429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -268470.437500 Penalty: 2609.777100
	Iteration 18Q: 3 clusters Score -268470.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -268505.343750 Penalty: 2609.777100
	Iteration 19Q: 3 clusters Score -268505.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -268548.250000 Penalty: 2609.777100
	Iteration 20F: 3 clusters Score -268548.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -268583.312500 Penalty: 2609.777100
	Iteration 21Q: 3 clusters Score -268583.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -268617.937500 Penalty: 2609.777100
	Iteration 22Q: 3 clusters Score -268617.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -268665.593750 Penalty: 2609.777100
	Iteration 23Q: 3 clusters Score -268665.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -268703.375000 Penalty: 2609.777100
	Iteration 24Q: 3 clusters Score -268703.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -268725.656250 Penalty: 2609.777100
	Iteration 25Q: 3 clusters Score -268725.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -268745.468750 Penalty: 2609.777100
	Iteration 26Q: 3 clusters Score -268745.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -268757.937500 Penalty: 2609.777100
	Iteration 27Q: 3 clusters Score -268757.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -268770.781250 Penalty: 2609.777100
	Iteration 28Q: 3 clusters Score -268770.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -268784.187500 Penalty: 2609.777100
	Iteration 29Q: 3 clusters Score -268784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -268789.093750 Penalty: 2609.777100
	Iteration 30Q: 3 clusters Score -268789.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -268790.406250 Penalty: 2609.777100
	Iteration 31Q: 3 clusters Score -268790.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -268791.343750 Penalty: 2609.777100
	Iteration 32Q: 3 clusters Score -268791.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -268791.437500 Penalty: 2609.777100
	Iteration 33Q: 3 clusters Score -268791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -268791.437500 Penalty: 2609.777100
	Iteration 34F: 3 clusters Score -268791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -312401.343750 Penalty: 1332.769775
	Iteration 0F: 2 clusters Score -312401.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -309301.312500 Penalty: 2665.539551
	Iteration 0F: 3 clusters Score -309301.3 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -310077.937500 Penalty: 2665.539551
	Iteration 1F: 3 clusters Score -310077.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -310295.593750 Penalty: 2665.539551
	Iteration 2F: 3 clusters Score -310295.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -310505.062500 Penalty: 2665.539551
	Iteration 3F: 3 clusters Score -310505.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -310713.906250 Penalty: 2665.539551
	Iteration 4F: 3 clusters Score -310713.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -310954.062500 Penalty: 2665.539551
	Iteration 5F: 3 clusters Score -310954.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -311235.218750 Penalty: 2665.539551
	Iteration 6F: 3 clusters Score -311235.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -311531.812500 Penalty: 2665.539551
	Iteration 7F: 3 clusters Score -311531.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -311809.531250 Penalty: 2665.539551
	Iteration 8F: 3 clusters Score -311809.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -312042.312500 Penalty: 2665.539551
	Iteration 9F: 3 clusters Score -312042.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -312225.656250 Penalty: 2665.539551
	Iteration 10Q: 3 clusters Score -312225.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -312352.468750 Penalty: 2665.539551
	Iteration 11Q: 3 clusters Score -312352.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -312406.125000 Penalty: 2665.539551
	Iteration 12Q: 3 clusters Score -312406.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -312428.750000 Penalty: 2665.539551
	Iteration 13Q: 3 clusters Score -312428.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -312434.093750 Penalty: 2665.539551
	Iteration 14Q: 3 clusters Score -312434.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -312435.625000 Penalty: 2665.539551
	Iteration 15Q: 3 clusters Score -312435.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -312436.625000 Penalty: 2665.539551
	Iteration 16Q: 3 clusters Score -312436.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -312437.125000 Penalty: 2665.539551
	Iteration 17Q: 3 clusters Score -312437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -312437.125000 Penalty: 2665.539551
	Iteration 18F: 3 clusters Score -312437.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 1625 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 2022 members 
Entering Unmasked Estep 
Score: -40894232.000000 Penalty: 89363.875000
Splitting cluster 24 changes total score from -40894972.000000 to -40894232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (1132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Entering Unmasked Estep 
Score: -91668.007812 Penalty: 1142.657959
	Iteration 0F: 2 clusters Score -91668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -90143.015625 Penalty: 2285.315918
	Iteration 0F: 3 clusters Score -90143.02 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -90419.601562 Penalty: 2285.315918
	Iteration 1F: 3 clusters Score -90419.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -90536.210938 Penalty: 2285.315918
	Iteration 2F: 3 clusters Score -90536.21 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -90649.984375 Penalty: 2285.315918
	Iteration 3F: 3 clusters Score -90649.98 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -90743.492188 Penalty: 2285.315918
	Iteration 4F: 3 clusters Score -90743.49 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -90797.195312 Penalty: 2285.315918
	Iteration 5Q: 3 clusters Score -90797.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -90837.250000 Penalty: 2285.315918
	Iteration 6Q: 3 clusters Score -90837.25 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -90878.718750 Penalty: 2285.315918
	Iteration 7Q: 3 clusters Score -90878.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -90900.359375 Penalty: 2285.315918
	Iteration 8Q: 3 clusters Score -90900.36 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -90909.351562 Penalty: 2285.315918
	Iteration 9Q: 3 clusters Score -90909.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90911.367188 Penalty: 2285.315918
	Iteration 10Q: 3 clusters Score -90911.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -90913.570312 Penalty: 2285.315918
	Iteration 11Q: 3 clusters Score -90913.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -90918.796875 Penalty: 2285.315918
	Iteration 12Q: 3 clusters Score -90918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -90923.156250 Penalty: 2285.315918
	Iteration 13Q: 3 clusters Score -90923.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -90924.109375 Penalty: 2285.315918
	Iteration 14Q: 3 clusters Score -90924.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -90925.046875 Penalty: 2285.315918
	Iteration 15Q: 3 clusters Score -90925.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -90927.429688 Penalty: 2285.315918
	Iteration 16Q: 3 clusters Score -90927.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -90928.796875 Penalty: 2285.315918
	Iteration 17Q: 3 clusters Score -90928.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -90928.796875 Penalty: 2285.315918
	Iteration 18F: 3 clusters Score -90928.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (112041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Entering Unmasked Estep 
Score: -9754637.000000 Penalty: 1889.325806
	Iteration 0F: 2 clusters Score -9754637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56013 members 
Mstep: Class 2 contains 56028 members 
Entering Unmasked Estep 
Score: -9679570.000000 Penalty: 3778.651611
	Iteration 0F: 3 clusters Score -9679570 nChanged 53553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55720 members 
Mstep: Class 2 contains 56321 members 
Entering Unmasked Estep 
Score: -9710307.000000 Penalty: 3778.651611
	Iteration 1F: 3 clusters Score -9710307 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -9711107.000000 Penalty: 3778.651611
	Iteration 2Q: 3 clusters Score -9711107 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 57561 members 
Entering Unmasked Estep 
Score: -9712151.000000 Penalty: 3778.651611
	Iteration 3Q: 3 clusters Score -9712151 nChanged 4236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 58789 members 
Entering Unmasked Estep 
Score: -9713485.000000 Penalty: 3778.651611
	Iteration 4Q: 3 clusters Score -9713485 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51426 members 
Mstep: Class 2 contains 60615 members 
Entering Unmasked Estep 
Score: -9715404.000000 Penalty: 3778.651611
	Iteration 5Q: 3 clusters Score -9715404 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48665 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -9718070.000000 Penalty: 3778.651611
	Iteration 6F: 3 clusters Score -9718070 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 67078 members 
Entering Unmasked Estep 
Score: -9721625.000000 Penalty: 3778.651611
	Iteration 7F: 3 clusters Score -9721625 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -9725695.000000 Penalty: 3778.651611
	Iteration 8F: 3 clusters Score -9725695 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 76080 members 
Entering Unmasked Estep 
Score: -9729660.000000 Penalty: 3778.651611
	Iteration 9F: 3 clusters Score -9729660 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 80972 members 
Entering Unmasked Estep 
Score: -9733178.000000 Penalty: 3778.651611
	Iteration 10F: 3 clusters Score -9733178 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 85680 members 
Entering Unmasked Estep 
Score: -9736321.000000 Penalty: 3778.651611
	Iteration 11Q: 3 clusters Score -9736321 nChanged 4774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 90154 members 
Entering Unmasked Estep 
Score: -9739470.000000 Penalty: 3778.651611
	Iteration 12Q: 3 clusters Score -9739470 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 94250 members 
Entering Unmasked Estep 
Score: -9742478.000000 Penalty: 3778.651611
	Iteration 13Q: 3 clusters Score -9742478 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 97822 members 
Entering Unmasked Estep 
Score: -9745381.000000 Penalty: 3778.651611
	Iteration 14Q: 3 clusters Score -9745381 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 100566 members 
Entering Unmasked Estep 
Score: -9747950.000000 Penalty: 3778.651611
	Iteration 15Q: 3 clusters Score -9747950 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 102522 members 
Entering Unmasked Estep 
Score: -9749855.000000 Penalty: 3778.651611
	Iteration 16Q: 3 clusters Score -9749855 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 103769 members 
Entering Unmasked Estep 
Score: -9750871.000000 Penalty: 3778.651611
	Iteration 17Q: 3 clusters Score -9750871 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 104701 members 
Entering Unmasked Estep 
Score: -9751454.000000 Penalty: 3778.651611
	Iteration 18Q: 3 clusters Score -9751454 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 105415 members 
Entering Unmasked Estep 
Score: -9751861.000000 Penalty: 3778.651611
	Iteration 19Q: 3 clusters Score -9751861 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 106013 members 
Entering Unmasked Estep 
Score: -9752145.000000 Penalty: 3778.651611
	Iteration 20F: 3 clusters Score -9752145 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 106532 members 
Entering Unmasked Estep 
Score: -9752383.000000 Penalty: 3778.651611
	Iteration 21Q: 3 clusters Score -9752383 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -9752572.000000 Penalty: 3778.651611
	Iteration 22Q: 3 clusters Score -9752572 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 107388 members 
Entering Unmasked Estep 
Score: -9752732.000000 Penalty: 3778.651611
	Iteration 23Q: 3 clusters Score -9752732 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 107706 members 
Entering Unmasked Estep 
Score: -9752868.000000 Penalty: 3778.651611
	Iteration 24Q: 3 clusters Score -9752868 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -9752926.000000 Penalty: 3778.651611
	Iteration 25Q: 3 clusters Score -9752926 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 108219 members 
Entering Unmasked Estep 
Score: -9753022.000000 Penalty: 3778.651611
	Iteration 26Q: 3 clusters Score -9753022 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 108440 members 
Entering Unmasked Estep 
Score: -9753132.000000 Penalty: 3778.651611
	Iteration 27Q: 3 clusters Score -9753132 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 108615 members 
Entering Unmasked Estep 
Score: -9753201.000000 Penalty: 3778.651611
	Iteration 28Q: 3 clusters Score -9753201 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 108774 members 
Entering Unmasked Estep 
Score: -9753296.000000 Penalty: 3778.651611
	Iteration 29Q: 3 clusters Score -9753296 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 108909 members 
Entering Unmasked Estep 
Score: -9753373.000000 Penalty: 3778.651611
	Iteration 30Q: 3 clusters Score -9753373 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 109015 members 
Entering Unmasked Estep 
Score: -9753457.000000 Penalty: 3778.651611
	Iteration 31Q: 3 clusters Score -9753457 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 109110 members 
Entering Unmasked Estep 
Score: -9753520.000000 Penalty: 3778.651611
	Iteration 32Q: 3 clusters Score -9753520 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 109198 members 
Entering Unmasked Estep 
Score: -9753557.000000 Penalty: 3778.651611
	Iteration 33Q: 3 clusters Score -9753557 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 109270 members 
Entering Unmasked Estep 
Score: -9753580.000000 Penalty: 3778.651611
	Iteration 34Q: 3 clusters Score -9753580 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 109331 members 
Entering Unmasked Estep 
Score: -9753591.000000 Penalty: 3778.651611
	Iteration 35Q: 3 clusters Score -9753591 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 109382 members 
Entering Unmasked Estep 
Score: -9753580.000000 Penalty: 3778.651611
	Iteration 36Q: 3 clusters Score -9753580 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 109422 members 
Entering Unmasked Estep 
Score: -9753597.000000 Penalty: 3778.651611
	Iteration 37Q: 3 clusters Score -9753597 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 109458 members 
Entering Unmasked Estep 
Score: -9753602.000000 Penalty: 3778.651611
	Iteration 38Q: 3 clusters Score -9753602 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 109493 members 
Entering Unmasked Estep 
Score: -9753606.000000 Penalty: 3778.651611
	Iteration 39Q: 3 clusters Score -9753606 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 109516 members 
Entering Unmasked Estep 
Score: -9753608.000000 Penalty: 3778.651611
	Iteration 40F: 3 clusters Score -9753608 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -9753627.000000 Penalty: 3778.651611
	Iteration 41Q: 3 clusters Score -9753627 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 109548 members 
Entering Unmasked Estep 
Score: -9753624.000000 Penalty: 3778.651611
	Iteration 42Q: 3 clusters Score -9753624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 109565 members 
Entering Unmasked Estep 
Score: -9753639.000000 Penalty: 3778.651611
	Iteration 43Q: 3 clusters Score -9753639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 109574 members 
Entering Unmasked Estep 
Score: -9753635.000000 Penalty: 3778.651611
	Iteration 44Q: 3 clusters Score -9753635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 109583 members 
Entering Unmasked Estep 
Score: -9753639.000000 Penalty: 3778.651611
	Iteration 45Q: 3 clusters Score -9753639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 109590 members 
Entering Unmasked Estep 
Score: -9753645.000000 Penalty: 3778.651611
	Iteration 46Q: 3 clusters Score -9753645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -9753646.000000 Penalty: 3778.651611
	Iteration 47Q: 3 clusters Score -9753646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 109604 members 
Entering Unmasked Estep 
Score: -9753650.000000 Penalty: 3778.651611
	Iteration 48Q: 3 clusters Score -9753650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 109610 members 
Entering Unmasked Estep 
Score: -9753650.000000 Penalty: 3778.651611
	Iteration 49Q: 3 clusters Score -9753650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 109615 members 
Entering Unmasked Estep 
Score: -9753655.000000 Penalty: 3778.651611
	Iteration 50Q: 3 clusters Score -9753655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 109621 members 
Entering Unmasked Estep 
Score: -9753656.000000 Penalty: 3778.651611
	Iteration 51Q: 3 clusters Score -9753656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 109623 members 
Entering Unmasked Estep 
Score: -9753653.000000 Penalty: 3778.651611
	Iteration 52Q: 3 clusters Score -9753653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 109626 members 
Entering Unmasked Estep 
Score: -9753650.000000 Penalty: 3778.651611
	Iteration 53Q: 3 clusters Score -9753650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 109628 members 
Entering Unmasked Estep 
Score: -9753651.000000 Penalty: 3778.651611
	Iteration 54Q: 3 clusters Score -9753651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 109631 members 
Entering Unmasked Estep 
Score: -9753656.000000 Penalty: 3778.651611
	Iteration 55Q: 3 clusters Score -9753656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 109634 members 
Entering Unmasked Estep 
Score: -9753647.000000 Penalty: 3778.651611
	Iteration 56Q: 3 clusters Score -9753647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -9753657.000000 Penalty: 3778.651611
	Iteration 57Q: 3 clusters Score -9753657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 109642 members 
Entering Unmasked Estep 
Score: -9753662.000000 Penalty: 3778.651611
	Iteration 58Q: 3 clusters Score -9753662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 109645 members 
Entering Unmasked Estep 
Score: -9753669.000000 Penalty: 3778.651611
	Iteration 59Q: 3 clusters Score -9753669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 109649 members 
Entering Unmasked Estep 
Score: -9753664.000000 Penalty: 3778.651611
	Iteration 60F: 3 clusters Score -9753664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 109650 members 
Entering Unmasked Estep 
Score: -9753661.000000 Penalty: 3778.651611
	Iteration 61Q: 3 clusters Score -9753661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 109653 members 
Entering Unmasked Estep 
Score: -9753657.000000 Penalty: 3778.651611
	Iteration 62Q: 3 clusters Score -9753657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -9753658.000000 Penalty: 3778.651611
	Iteration 63Q: 3 clusters Score -9753658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 109656 members 
Entering Unmasked Estep 
Score: -9753658.000000 Penalty: 3778.651611
	Iteration 64F: 3 clusters Score -9753658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (18732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Entering Unmasked Estep 
Score: -1629881.875000 Penalty: 1598.673218
	Iteration 0F: 2 clusters Score -1629882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1617062.875000 Penalty: 3197.346436
	Iteration 0F: 3 clusters Score -1617063 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1621674.875000 Penalty: 3197.346436
	Iteration 1F: 3 clusters Score -1621675 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -1622147.875000 Penalty: 3197.346436
	Iteration 2F: 3 clusters Score -1622148 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1622656.875000 Penalty: 3197.346436
	Iteration 3F: 3 clusters Score -1622657 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -1623199.625000 Penalty: 3197.346436
	Iteration 4F: 3 clusters Score -1623200 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1623796.500000 Penalty: 3197.346436
	Iteration 5F: 3 clusters Score -1623796 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -1624509.875000 Penalty: 3197.346436
	Iteration 6F: 3 clusters Score -1624510 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1625416.625000 Penalty: 3197.346436
	Iteration 7F: 3 clusters Score -1625417 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -1626415.625000 Penalty: 3197.346436
	Iteration 8F: 3 clusters Score -1626416 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1627251.500000 Penalty: 3197.346436
	Iteration 9F: 3 clusters Score -1627252 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -1627859.250000 Penalty: 3197.346436
	Iteration 10Q: 3 clusters Score -1627859 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1628263.375000 Penalty: 3197.346436
	Iteration 11Q: 3 clusters Score -1628263 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1628549.875000 Penalty: 3197.346436
	Iteration 12Q: 3 clusters Score -1628550 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1628736.875000 Penalty: 3197.346436
	Iteration 13Q: 3 clusters Score -1628737 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1628862.250000 Penalty: 3197.346436
	Iteration 14Q: 3 clusters Score -1628862 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 14159 members 
Entering Unmasked Estep 
Score: -1628970.750000 Penalty: 3197.346436
	Iteration 15Q: 3 clusters Score -1628971 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1629034.875000 Penalty: 3197.346436
	Iteration 16Q: 3 clusters Score -1629035 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -1629088.625000 Penalty: 3197.346436
	Iteration 17Q: 3 clusters Score -1629089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1629119.250000 Penalty: 3197.346436
	Iteration 18Q: 3 clusters Score -1629119 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 14767 members 
Entering Unmasked Estep 
Score: -1629159.625000 Penalty: 3197.346436
	Iteration 19Q: 3 clusters Score -1629160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -1629183.250000 Penalty: 3197.346436
	Iteration 20F: 3 clusters Score -1629183 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -1629200.625000 Penalty: 3197.346436
	Iteration 21Q: 3 clusters Score -1629201 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1629214.500000 Penalty: 3197.346436
	Iteration 22Q: 3 clusters Score -1629214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1629227.875000 Penalty: 3197.346436
	Iteration 23Q: 3 clusters Score -1629228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1629231.375000 Penalty: 3197.346436
	Iteration 24Q: 3 clusters Score -1629231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 15232 members 
Entering Unmasked Estep 
Score: -1629248.500000 Penalty: 3197.346436
	Iteration 25Q: 3 clusters Score -1629248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -1629259.250000 Penalty: 3197.346436
	Iteration 26Q: 3 clusters Score -1629259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -1629268.750000 Penalty: 3197.346436
	Iteration 27Q: 3 clusters Score -1629269 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -1629270.750000 Penalty: 3197.346436
	Iteration 28Q: 3 clusters Score -1629271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -1629277.750000 Penalty: 3197.346436
	Iteration 29Q: 3 clusters Score -1629278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1629279.500000 Penalty: 3197.346436
	Iteration 30Q: 3 clusters Score -1629280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1629284.875000 Penalty: 3197.346436
	Iteration 31Q: 3 clusters Score -1629285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -1629283.000000 Penalty: 3197.346436
	Iteration 32Q: 3 clusters Score -1629283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -1629285.250000 Penalty: 3197.346436
	Iteration 33Q: 3 clusters Score -1629285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -1629285.000000 Penalty: 3197.346436
	Iteration 34Q: 3 clusters Score -1629285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1629281.250000 Penalty: 3197.346436
	Iteration 35Q: 3 clusters Score -1629281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1629288.875000 Penalty: 3197.346436
	Iteration 36Q: 3 clusters Score -1629289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -1629289.500000 Penalty: 3197.346436
	Iteration 37Q: 3 clusters Score -1629290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -1629288.500000 Penalty: 3197.346436
	Iteration 38Q: 3 clusters Score -1629288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 15517 members 
Entering Unmasked Estep 
Score: -1629288.750000 Penalty: 3197.346436
	Iteration 39Q: 3 clusters Score -1629289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -1629289.750000 Penalty: 3197.346436
	Iteration 40F: 3 clusters Score -1629290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1629293.875000 Penalty: 3197.346436
	Iteration 41Q: 3 clusters Score -1629294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -1629292.500000 Penalty: 3197.346436
	Iteration 42Q: 3 clusters Score -1629292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -1629294.125000 Penalty: 3197.346436
	Iteration 43Q: 3 clusters Score -1629294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -1629295.250000 Penalty: 3197.346436
	Iteration 44Q: 3 clusters Score -1629295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1629292.750000 Penalty: 3197.346436
	Iteration 45Q: 3 clusters Score -1629293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -1629292.375000 Penalty: 3197.346436
	Iteration 46Q: 3 clusters Score -1629292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -1629288.875000 Penalty: 3197.346436
	Iteration 47Q: 3 clusters Score -1629289 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -1629291.250000 Penalty: 3197.346436
	Iteration 48Q: 3 clusters Score -1629291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -1629291.000000 Penalty: 3197.346436
	Iteration 49Q: 3 clusters Score -1629291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -1629293.875000 Penalty: 3197.346436
	Iteration 50Q: 3 clusters Score -1629294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1629295.750000 Penalty: 3197.346436
	Iteration 51Q: 3 clusters Score -1629296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1629297.750000 Penalty: 3197.346436
	Iteration 52Q: 3 clusters Score -1629298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -1629297.000000 Penalty: 3197.346436
	Iteration 53Q: 3 clusters Score -1629297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1629298.000000 Penalty: 3197.346436
	Iteration 54Q: 3 clusters Score -1629298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -1629298.000000 Penalty: 3197.346436
	Iteration 55F: 3 clusters Score -1629298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -303375.406250 Penalty: 1327.609253
	Iteration 0F: 2 clusters Score -303375.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -300310.125000 Penalty: 2655.218506
	Iteration 0F: 3 clusters Score -300310.1 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -301165.093750 Penalty: 2655.218506
	Iteration 1F: 3 clusters Score -301165.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -301510.468750 Penalty: 2655.218506
	Iteration 2F: 3 clusters Score -301510.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -301822.343750 Penalty: 2655.218506
	Iteration 3F: 3 clusters Score -301822.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -302036.031250 Penalty: 2655.218506
	Iteration 4F: 3 clusters Score -302036 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -302212.656250 Penalty: 2655.218506
	Iteration 5F: 3 clusters Score -302212.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -302377.187500 Penalty: 2655.218506
	Iteration 6F: 3 clusters Score -302377.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -302482.312500 Penalty: 2655.218506
	Iteration 7Q: 3 clusters Score -302482.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -302544.312500 Penalty: 2655.218506
	Iteration 8Q: 3 clusters Score -302544.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -302580.906250 Penalty: 2655.218506
	Iteration 9Q: 3 clusters Score -302580.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -302607.781250 Penalty: 2655.218506
	Iteration 10Q: 3 clusters Score -302607.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -302627.187500 Penalty: 2655.218506
	Iteration 11Q: 3 clusters Score -302627.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -302641.875000 Penalty: 2655.218506
	Iteration 12Q: 3 clusters Score -302641.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -302649.718750 Penalty: 2655.218506
	Iteration 13Q: 3 clusters Score -302649.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -302656.562500 Penalty: 2655.218506
	Iteration 14Q: 3 clusters Score -302656.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -302664.437500 Penalty: 2655.218506
	Iteration 15Q: 3 clusters Score -302664.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -302670.437500 Penalty: 2655.218506
	Iteration 16Q: 3 clusters Score -302670.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -302677.625000 Penalty: 2655.218506
	Iteration 17Q: 3 clusters Score -302677.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -302686.218750 Penalty: 2655.218506
	Iteration 18Q: 3 clusters Score -302686.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -302695.406250 Penalty: 2655.218506
	Iteration 19Q: 3 clusters Score -302695.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -302699.937500 Penalty: 2655.218506
	Iteration 20F: 3 clusters Score -302699.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -302704.468750 Penalty: 2655.218506
	Iteration 21Q: 3 clusters Score -302704.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -302708.531250 Penalty: 2655.218506
	Iteration 22Q: 3 clusters Score -302708.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -302710.656250 Penalty: 2655.218506
	Iteration 23Q: 3 clusters Score -302710.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -302714.500000 Penalty: 2655.218506
	Iteration 24Q: 3 clusters Score -302714.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -302716.187500 Penalty: 2655.218506
	Iteration 25Q: 3 clusters Score -302716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -302719.312500 Penalty: 2655.218506
	Iteration 26Q: 3 clusters Score -302719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -302720.093750 Penalty: 2655.218506
	Iteration 27Q: 3 clusters Score -302720.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -302722.968750 Penalty: 2655.218506
	Iteration 28Q: 3 clusters Score -302723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -302725.625000 Penalty: 2655.218506
	Iteration 29Q: 3 clusters Score -302725.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -302725.937500 Penalty: 2655.218506
	Iteration 30Q: 3 clusters Score -302725.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -302725.937500 Penalty: 2655.218506
	Iteration 31F: 3 clusters Score -302725.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -1319657.875000 Penalty: 1563.927734
	Iteration 0F: 2 clusters Score -1319658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1309194.625000 Penalty: 3127.855469
	Iteration 0F: 3 clusters Score -1309195 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1312878.375000 Penalty: 3127.855469
	Iteration 1F: 3 clusters Score -1312878 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1313317.625000 Penalty: 3127.855469
	Iteration 2F: 3 clusters Score -1313318 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1313720.375000 Penalty: 3127.855469
	Iteration 3F: 3 clusters Score -1313720 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1314068.250000 Penalty: 3127.855469
	Iteration 4F: 3 clusters Score -1314068 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1314435.000000 Penalty: 3127.855469
	Iteration 5F: 3 clusters Score -1314435 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1314783.625000 Penalty: 3127.855469
	Iteration 6Q: 3 clusters Score -1314784 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1315068.500000 Penalty: 3127.855469
	Iteration 7Q: 3 clusters Score -1315068 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1315294.000000 Penalty: 3127.855469
	Iteration 8Q: 3 clusters Score -1315294 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1315494.875000 Penalty: 3127.855469
	Iteration 9Q: 3 clusters Score -1315495 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1315690.750000 Penalty: 3127.855469
	Iteration 10Q: 3 clusters Score -1315691 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1315897.250000 Penalty: 3127.855469
	Iteration 11Q: 3 clusters Score -1315897 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1316152.500000 Penalty: 3127.855469
	Iteration 12Q: 3 clusters Score -1316152 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1316453.375000 Penalty: 3127.855469
	Iteration 13Q: 3 clusters Score -1316453 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1316762.250000 Penalty: 3127.855469
	Iteration 14Q: 3 clusters Score -1316762 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -1317103.625000 Penalty: 3127.855469
	Iteration 15Q: 3 clusters Score -1317104 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1317441.500000 Penalty: 3127.855469
	Iteration 16Q: 3 clusters Score -1317442 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1317713.500000 Penalty: 3127.855469
	Iteration 17Q: 3 clusters Score -1317714 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1317910.875000 Penalty: 3127.855469
	Iteration 18Q: 3 clusters Score -1317911 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1318031.000000 Penalty: 3127.855469
	Iteration 19Q: 3 clusters Score -1318031 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1318109.250000 Penalty: 3127.855469
	Iteration 20F: 3 clusters Score -1318109 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1318154.875000 Penalty: 3127.855469
	Iteration 21Q: 3 clusters Score -1318155 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1318194.125000 Penalty: 3127.855469
	Iteration 22Q: 3 clusters Score -1318194 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1318220.625000 Penalty: 3127.855469
	Iteration 23Q: 3 clusters Score -1318221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1318240.750000 Penalty: 3127.855469
	Iteration 24Q: 3 clusters Score -1318241 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1318262.875000 Penalty: 3127.855469
	Iteration 25Q: 3 clusters Score -1318263 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1318276.625000 Penalty: 3127.855469
	Iteration 26Q: 3 clusters Score -1318277 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1318296.375000 Penalty: 3127.855469
	Iteration 27Q: 3 clusters Score -1318296 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1318307.375000 Penalty: 3127.855469
	Iteration 28Q: 3 clusters Score -1318307 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1318320.750000 Penalty: 3127.855469
	Iteration 29Q: 3 clusters Score -1318321 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1318325.875000 Penalty: 3127.855469
	Iteration 30Q: 3 clusters Score -1318326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1318340.750000 Penalty: 3127.855469
	Iteration 31Q: 3 clusters Score -1318341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1318345.250000 Penalty: 3127.855469
	Iteration 32Q: 3 clusters Score -1318345 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1318352.875000 Penalty: 3127.855469
	Iteration 33Q: 3 clusters Score -1318353 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1318356.000000 Penalty: 3127.855469
	Iteration 34Q: 3 clusters Score -1318356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1318361.750000 Penalty: 3127.855469
	Iteration 35Q: 3 clusters Score -1318362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1318365.750000 Penalty: 3127.855469
	Iteration 36Q: 3 clusters Score -1318366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1318371.000000 Penalty: 3127.855469
	Iteration 37Q: 3 clusters Score -1318371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1318371.625000 Penalty: 3127.855469
	Iteration 38Q: 3 clusters Score -1318372 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1318374.500000 Penalty: 3127.855469
	Iteration 39Q: 3 clusters Score -1318374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1318381.500000 Penalty: 3127.855469
	Iteration 40F: 3 clusters Score -1318382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1318386.125000 Penalty: 3127.855469
	Iteration 41Q: 3 clusters Score -1318386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1318386.000000 Penalty: 3127.855469
	Iteration 42Q: 3 clusters Score -1318386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1318384.875000 Penalty: 3127.855469
	Iteration 43Q: 3 clusters Score -1318385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13402 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1318385.500000 Penalty: 3127.855469
	Iteration 44Q: 3 clusters Score -1318386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1318385.750000 Penalty: 3127.855469
	Iteration 45Q: 3 clusters Score -1318386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1318384.375000 Penalty: 3127.855469
	Iteration 46Q: 3 clusters Score -1318384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1318386.750000 Penalty: 3127.855469
	Iteration 47Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1318386.250000 Penalty: 3127.855469
	Iteration 48Q: 3 clusters Score -1318386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1318387.125000 Penalty: 3127.855469
	Iteration 49Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1318387.000000 Penalty: 3127.855469
	Iteration 50Q: 3 clusters Score -1318387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1318386.375000 Penalty: 3127.855469
	Iteration 51Q: 3 clusters Score -1318386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1318385.875000 Penalty: 3127.855469
	Iteration 52Q: 3 clusters Score -1318386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1318385.625000 Penalty: 3127.855469
	Iteration 53Q: 3 clusters Score -1318386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1318387.000000 Penalty: 3127.855469
	Iteration 54Q: 3 clusters Score -1318387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1318386.500000 Penalty: 3127.855469
	Iteration 55Q: 3 clusters Score -1318386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1318386.500000 Penalty: 3127.855469
	Iteration 56F: 3 clusters Score -1318386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (12141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Entering Unmasked Estep 
Score: -1069432.500000 Penalty: 1528.205811
	Iteration 0F: 2 clusters Score -1069432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1060983.125000 Penalty: 3056.411621
	Iteration 0F: 3 clusters Score -1060983 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1063885.875000 Penalty: 3056.411621
	Iteration 1F: 3 clusters Score -1063886 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1064357.875000 Penalty: 3056.411621
	Iteration 2F: 3 clusters Score -1064358 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1064928.125000 Penalty: 3056.411621
	Iteration 3F: 3 clusters Score -1064928 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1065622.250000 Penalty: 3056.411621
	Iteration 4F: 3 clusters Score -1065622 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1066304.500000 Penalty: 3056.411621
	Iteration 5F: 3 clusters Score -1066304 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -1066868.750000 Penalty: 3056.411621
	Iteration 6F: 3 clusters Score -1066869 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1067287.125000 Penalty: 3056.411621
	Iteration 7Q: 3 clusters Score -1067287 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1067630.875000 Penalty: 3056.411621
	Iteration 8Q: 3 clusters Score -1067631 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1067940.125000 Penalty: 3056.411621
	Iteration 9Q: 3 clusters Score -1067940 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1068163.875000 Penalty: 3056.411621
	Iteration 10Q: 3 clusters Score -1068164 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1068301.875000 Penalty: 3056.411621
	Iteration 11Q: 3 clusters Score -1068302 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1068388.750000 Penalty: 3056.411621
	Iteration 12Q: 3 clusters Score -1068389 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1068446.125000 Penalty: 3056.411621
	Iteration 13Q: 3 clusters Score -1068446 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -1068496.875000 Penalty: 3056.411621
	Iteration 14Q: 3 clusters Score -1068497 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1068537.375000 Penalty: 3056.411621
	Iteration 15Q: 3 clusters Score -1068537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -1068553.125000 Penalty: 3056.411621
	Iteration 16Q: 3 clusters Score -1068553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1068562.750000 Penalty: 3056.411621
	Iteration 17Q: 3 clusters Score -1068563 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -1068578.250000 Penalty: 3056.411621
	Iteration 18Q: 3 clusters Score -1068578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -1068582.625000 Penalty: 3056.411621
	Iteration 19Q: 3 clusters Score -1068583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1068588.750000 Penalty: 3056.411621
	Iteration 20F: 3 clusters Score -1068589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1068595.500000 Penalty: 3056.411621
	Iteration 21Q: 3 clusters Score -1068596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1068603.125000 Penalty: 3056.411621
	Iteration 22Q: 3 clusters Score -1068603 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1068605.500000 Penalty: 3056.411621
	Iteration 23Q: 3 clusters Score -1068606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1068608.750000 Penalty: 3056.411621
	Iteration 24Q: 3 clusters Score -1068609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -1068609.625000 Penalty: 3056.411621
	Iteration 25Q: 3 clusters Score -1068610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1068610.000000 Penalty: 3056.411621
	Iteration 26Q: 3 clusters Score -1068610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1068610.000000 Penalty: 3056.411621
	Iteration 27F: 3 clusters Score -1068610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -122632.101562 Penalty: 1194.458862
	Iteration 0F: 2 clusters Score -122632.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120825.445312 Penalty: 2388.917725
	Iteration 0F: 3 clusters Score -120825.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121187.945312 Penalty: 2388.917725
	Iteration 1F: 3 clusters Score -121187.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -121294.437500 Penalty: 2388.917725
	Iteration 2F: 3 clusters Score -121294.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -121383.718750 Penalty: 2388.917725
	Iteration 3F: 3 clusters Score -121383.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -121456.578125 Penalty: 2388.917725
	Iteration 4Q: 3 clusters Score -121456.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -121492.789062 Penalty: 2388.917725
	Iteration 5Q: 3 clusters Score -121492.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -121518.015625 Penalty: 2388.917725
	Iteration 6Q: 3 clusters Score -121518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -121539.195312 Penalty: 2388.917725
	Iteration 7Q: 3 clusters Score -121539.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -121554.671875 Penalty: 2388.917725
	Iteration 8Q: 3 clusters Score -121554.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -121565.171875 Penalty: 2388.917725
	Iteration 9Q: 3 clusters Score -121565.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -121575.164062 Penalty: 2388.917725
	Iteration 10Q: 3 clusters Score -121575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -121584.796875 Penalty: 2388.917725
	Iteration 11Q: 3 clusters Score -121584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -121592.617188 Penalty: 2388.917725
	Iteration 12Q: 3 clusters Score -121592.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -121594.906250 Penalty: 2388.917725
	Iteration 13Q: 3 clusters Score -121594.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -121596.375000 Penalty: 2388.917725
	Iteration 14Q: 3 clusters Score -121596.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -121598.171875 Penalty: 2388.917725
	Iteration 15Q: 3 clusters Score -121598.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -121603.195312 Penalty: 2388.917725
	Iteration 16Q: 3 clusters Score -121603.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -121607.484375 Penalty: 2388.917725
	Iteration 17Q: 3 clusters Score -121607.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -121614.687500 Penalty: 2388.917725
	Iteration 18Q: 3 clusters Score -121614.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -121631.000000 Penalty: 2388.917725
	Iteration 19Q: 3 clusters Score -121631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -121646.945312 Penalty: 2388.917725
	Iteration 20F: 3 clusters Score -121646.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -121664.976562 Penalty: 2388.917725
	Iteration 21Q: 3 clusters Score -121665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -121679.515625 Penalty: 2388.917725
	Iteration 22Q: 3 clusters Score -121679.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -121688.898438 Penalty: 2388.917725
	Iteration 23Q: 3 clusters Score -121688.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -121697.898438 Penalty: 2388.917725
	Iteration 24Q: 3 clusters Score -121697.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -121706.820312 Penalty: 2388.917725
	Iteration 25Q: 3 clusters Score -121706.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -121715.789062 Penalty: 2388.917725
	Iteration 26Q: 3 clusters Score -121715.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -121718.101562 Penalty: 2388.917725
	Iteration 27Q: 3 clusters Score -121718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -121719.085938 Penalty: 2388.917725
	Iteration 28Q: 3 clusters Score -121719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -121720.468750 Penalty: 2388.917725
	Iteration 29Q: 3 clusters Score -121720.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -121724.468750 Penalty: 2388.917725
	Iteration 30Q: 3 clusters Score -121724.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -121730.695312 Penalty: 2388.917725
	Iteration 31Q: 3 clusters Score -121730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -121733.656250 Penalty: 2388.917725
	Iteration 32Q: 3 clusters Score -121733.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -121738.664062 Penalty: 2388.917725
	Iteration 33Q: 3 clusters Score -121738.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -121742.625000 Penalty: 2388.917725
	Iteration 34Q: 3 clusters Score -121742.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -121744.937500 Penalty: 2388.917725
	Iteration 35Q: 3 clusters Score -121744.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -121746.687500 Penalty: 2388.917725
	Iteration 36Q: 3 clusters Score -121746.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -121747.359375 Penalty: 2388.917725
	Iteration 37Q: 3 clusters Score -121747.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -121747.726562 Penalty: 2388.917725
	Iteration 38Q: 3 clusters Score -121747.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -121747.726562 Penalty: 2388.917725
	Iteration 39F: 3 clusters Score -121747.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Entering Unmasked Estep 
Score: -186643.515625 Penalty: 1256.082031
	Iteration 0F: 2 clusters Score -186643.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -184457.625000 Penalty: 2512.164062
	Iteration 0F: 3 clusters Score -184457.6 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -185157.656250 Penalty: 2512.164062
	Iteration 1F: 3 clusters Score -185157.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -185456.781250 Penalty: 2512.164062
	Iteration 2F: 3 clusters Score -185456.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -185663.468750 Penalty: 2512.164062
	Iteration 3F: 3 clusters Score -185663.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -185843.234375 Penalty: 2512.164062
	Iteration 4F: 3 clusters Score -185843.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -186044.000000 Penalty: 2512.164062
	Iteration 5F: 3 clusters Score -186044 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -186213.046875 Penalty: 2512.164062
	Iteration 6F: 3 clusters Score -186213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -186324.625000 Penalty: 2512.164062
	Iteration 7Q: 3 clusters Score -186324.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -186405.500000 Penalty: 2512.164062
	Iteration 8Q: 3 clusters Score -186405.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -186476.156250 Penalty: 2512.164062
	Iteration 9Q: 3 clusters Score -186476.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -186506.093750 Penalty: 2512.164062
	Iteration 10Q: 3 clusters Score -186506.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -186515.390625 Penalty: 2512.164062
	Iteration 11Q: 3 clusters Score -186515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186517.906250 Penalty: 2512.164062
	Iteration 12Q: 3 clusters Score -186517.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -186517.906250 Penalty: 2512.164062
	Iteration 13F: 3 clusters Score -186517.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (5491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Entering Unmasked Estep 
Score: -426250.437500 Penalty: 1399.265625
	Iteration 0F: 2 clusters Score -426250.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -421992.312500 Penalty: 2798.531250
	Iteration 0F: 3 clusters Score -421992.3 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -423325.468750 Penalty: 2798.531250
	Iteration 1F: 3 clusters Score -423325.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -423620.500000 Penalty: 2798.531250
	Iteration 2F: 3 clusters Score -423620.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -423867.468750 Penalty: 2798.531250
	Iteration 3F: 3 clusters Score -423867.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -424112.843750 Penalty: 2798.531250
	Iteration 4F: 3 clusters Score -424112.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -424357.656250 Penalty: 2798.531250
	Iteration 5F: 3 clusters Score -424357.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -424599.843750 Penalty: 2798.531250
	Iteration 6F: 3 clusters Score -424599.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -424801.750000 Penalty: 2798.531250
	Iteration 7F: 3 clusters Score -424801.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -424966.031250 Penalty: 2798.531250
	Iteration 8Q: 3 clusters Score -424966 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -425072.406250 Penalty: 2798.531250
	Iteration 9Q: 3 clusters Score -425072.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -425146.187500 Penalty: 2798.531250
	Iteration 10Q: 3 clusters Score -425146.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -425191.343750 Penalty: 2798.531250
	Iteration 11Q: 3 clusters Score -425191.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -425237.906250 Penalty: 2798.531250
	Iteration 12Q: 3 clusters Score -425237.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -425269.625000 Penalty: 2798.531250
	Iteration 13Q: 3 clusters Score -425269.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -425291.750000 Penalty: 2798.531250
	Iteration 14Q: 3 clusters Score -425291.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -425303.968750 Penalty: 2798.531250
	Iteration 15Q: 3 clusters Score -425304 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -425316.562500 Penalty: 2798.531250
	Iteration 16Q: 3 clusters Score -425316.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -425327.750000 Penalty: 2798.531250
	Iteration 17Q: 3 clusters Score -425327.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -425340.843750 Penalty: 2798.531250
	Iteration 18Q: 3 clusters Score -425340.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -425350.468750 Penalty: 2798.531250
	Iteration 19Q: 3 clusters Score -425350.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -425355.500000 Penalty: 2798.531250
	Iteration 20F: 3 clusters Score -425355.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -425359.125000 Penalty: 2798.531250
	Iteration 21Q: 3 clusters Score -425359.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -425362.218750 Penalty: 2798.531250
	Iteration 22Q: 3 clusters Score -425362.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -425363.343750 Penalty: 2798.531250
	Iteration 23Q: 3 clusters Score -425363.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -425365.031250 Penalty: 2798.531250
	Iteration 24Q: 3 clusters Score -425365 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -425368.343750 Penalty: 2798.531250
	Iteration 25Q: 3 clusters Score -425368.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -425374.125000 Penalty: 2798.531250
	Iteration 26Q: 3 clusters Score -425374.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -425377.906250 Penalty: 2798.531250
	Iteration 27Q: 3 clusters Score -425377.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -425380.156250 Penalty: 2798.531250
	Iteration 28Q: 3 clusters Score -425380.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -425383.406250 Penalty: 2798.531250
	Iteration 29Q: 3 clusters Score -425383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -425384.531250 Penalty: 2798.531250
	Iteration 30Q: 3 clusters Score -425384.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -425386.500000 Penalty: 2798.531250
	Iteration 31Q: 3 clusters Score -425386.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -425388.875000 Penalty: 2798.531250
	Iteration 32Q: 3 clusters Score -425388.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -425390.875000 Penalty: 2798.531250
	Iteration 33Q: 3 clusters Score -425390.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -425393.593750 Penalty: 2798.531250
	Iteration 34Q: 3 clusters Score -425393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -425397.343750 Penalty: 2798.531250
	Iteration 35Q: 3 clusters Score -425397.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -425398.812500 Penalty: 2798.531250
	Iteration 36Q: 3 clusters Score -425398.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -425399.281250 Penalty: 2798.531250
	Iteration 37Q: 3 clusters Score -425399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -425401.593750 Penalty: 2798.531250
	Iteration 38Q: 3 clusters Score -425401.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -425403.875000 Penalty: 2798.531250
	Iteration 39Q: 3 clusters Score -425403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -425403.500000 Penalty: 2798.531250
	Iteration 40F: 3 clusters Score -425403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -425406.343750 Penalty: 2798.531250
	Iteration 41Q: 3 clusters Score -425406.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -425407.968750 Penalty: 2798.531250
	Iteration 42Q: 3 clusters Score -425408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -425408.687500 Penalty: 2798.531250
	Iteration 43Q: 3 clusters Score -425408.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -425410.718750 Penalty: 2798.531250
	Iteration 44Q: 3 clusters Score -425410.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -425412.531250 Penalty: 2798.531250
	Iteration 45Q: 3 clusters Score -425412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -425414.750000 Penalty: 2798.531250
	Iteration 46Q: 3 clusters Score -425414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -425415.687500 Penalty: 2798.531250
	Iteration 47Q: 3 clusters Score -425415.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -425417.968750 Penalty: 2798.531250
	Iteration 48Q: 3 clusters Score -425418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -425417.875000 Penalty: 2798.531250
	Iteration 49Q: 3 clusters Score -425417.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -425419.250000 Penalty: 2798.531250
	Iteration 50Q: 3 clusters Score -425419.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -425420.687500 Penalty: 2798.531250
	Iteration 51Q: 3 clusters Score -425420.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -425423.125000 Penalty: 2798.531250
	Iteration 52Q: 3 clusters Score -425423.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -425423.343750 Penalty: 2798.531250
	Iteration 53Q: 3 clusters Score -425423.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -425424.375000 Penalty: 2798.531250
	Iteration 54Q: 3 clusters Score -425424.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -425426.906250 Penalty: 2798.531250
	Iteration 55Q: 3 clusters Score -425426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -425427.500000 Penalty: 2798.531250
	Iteration 56Q: 3 clusters Score -425427.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -425428.468750 Penalty: 2798.531250
	Iteration 57Q: 3 clusters Score -425428.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -425427.593750 Penalty: 2798.531250
	Iteration 58Q: 3 clusters Score -425427.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -425428.625000 Penalty: 2798.531250
	Iteration 59Q: 3 clusters Score -425428.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -425429.812500 Penalty: 2798.531250
	Iteration 60F: 3 clusters Score -425429.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -425430.843750 Penalty: 2798.531250
	Iteration 61Q: 3 clusters Score -425430.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -425432.625000 Penalty: 2798.531250
	Iteration 62Q: 3 clusters Score -425432.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -425433.187500 Penalty: 2798.531250
	Iteration 63Q: 3 clusters Score -425433.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -425435.093750 Penalty: 2798.531250
	Iteration 64Q: 3 clusters Score -425435.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -425436.500000 Penalty: 2798.531250
	Iteration 65Q: 3 clusters Score -425436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -425438.031250 Penalty: 2798.531250
	Iteration 66Q: 3 clusters Score -425438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -425441.687500 Penalty: 2798.531250
	Iteration 67Q: 3 clusters Score -425441.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -425448.343750 Penalty: 2798.531250
	Iteration 68Q: 3 clusters Score -425448.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -425454.531250 Penalty: 2798.531250
	Iteration 69Q: 3 clusters Score -425454.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -425462.562500 Penalty: 2798.531250
	Iteration 70Q: 3 clusters Score -425462.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -425466.500000 Penalty: 2798.531250
	Iteration 71Q: 3 clusters Score -425466.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -425476.093750 Penalty: 2798.531250
	Iteration 72Q: 3 clusters Score -425476.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -425482.750000 Penalty: 2798.531250
	Iteration 73Q: 3 clusters Score -425482.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -425495.781250 Penalty: 2798.531250
	Iteration 74Q: 3 clusters Score -425495.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -425508.500000 Penalty: 2798.531250
	Iteration 75Q: 3 clusters Score -425508.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -425526.781250 Penalty: 2798.531250
	Iteration 76Q: 3 clusters Score -425526.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -425545.937500 Penalty: 2798.531250
	Iteration 77Q: 3 clusters Score -425545.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -425564.281250 Penalty: 2798.531250
	Iteration 78Q: 3 clusters Score -425564.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -425577.843750 Penalty: 2798.531250
	Iteration 79Q: 3 clusters Score -425577.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -425586.750000 Penalty: 2798.531250
	Iteration 80F: 3 clusters Score -425586.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -425594.843750 Penalty: 2798.531250
	Iteration 81Q: 3 clusters Score -425594.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -425602.281250 Penalty: 2798.531250
	Iteration 82Q: 3 clusters Score -425602.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -425610.156250 Penalty: 2798.531250
	Iteration 83Q: 3 clusters Score -425610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -425618.875000 Penalty: 2798.531250
	Iteration 84Q: 3 clusters Score -425618.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -425623.093750 Penalty: 2798.531250
	Iteration 85Q: 3 clusters Score -425623.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -425629.625000 Penalty: 2798.531250
	Iteration 86Q: 3 clusters Score -425629.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -425632.093750 Penalty: 2798.531250
	Iteration 87Q: 3 clusters Score -425632.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -425634.656250 Penalty: 2798.531250
	Iteration 88Q: 3 clusters Score -425634.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -425636.062500 Penalty: 2798.531250
	Iteration 89Q: 3 clusters Score -425636.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -425637.062500 Penalty: 2798.531250
	Iteration 90Q: 3 clusters Score -425637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -425637.781250 Penalty: 2798.531250
	Iteration 91Q: 3 clusters Score -425637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -425637.781250 Penalty: 2798.531250
	Iteration 92F: 3 clusters Score -425637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Entering Unmasked Estep 
Score: -47800.980469 Penalty: 1037.319824
	Iteration 0F: 2 clusters Score -47800.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -46646.421875 Penalty: 2074.639648
	Iteration 0F: 3 clusters Score -46646.42 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46798.386719 Penalty: 2074.639648
	Iteration 1F: 3 clusters Score -46798.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46862.941406 Penalty: 2074.639648
	Iteration 2F: 3 clusters Score -46862.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46911.152344 Penalty: 2074.639648
	Iteration 3Q: 3 clusters Score -46911.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46929.742188 Penalty: 2074.639648
	Iteration 4Q: 3 clusters Score -46929.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46940.425781 Penalty: 2074.639648
	Iteration 5Q: 3 clusters Score -46940.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46947.406250 Penalty: 2074.639648
	Iteration 6Q: 3 clusters Score -46947.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46953.898438 Penalty: 2074.639648
	Iteration 7Q: 3 clusters Score -46953.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46956.164062 Penalty: 2074.639648
	Iteration 8Q: 3 clusters Score -46956.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46958.613281 Penalty: 2074.639648
	Iteration 9Q: 3 clusters Score -46958.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46958.613281 Penalty: 2074.639648
	Iteration 10F: 3 clusters Score -46958.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Entering Unmasked Estep 
Score: -106125.445312 Penalty: 1194.771729
	Iteration 0F: 2 clusters Score -106125.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -104404.960938 Penalty: 2389.543457
	Iteration 0F: 3 clusters Score -104405 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -105108.765625 Penalty: 2389.543457
	Iteration 1F: 3 clusters Score -105108.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -105393.867188 Penalty: 2389.543457
	Iteration 2F: 3 clusters Score -105393.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -105589.875000 Penalty: 2389.543457
	Iteration 3F: 3 clusters Score -105589.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105779.007812 Penalty: 2389.543457
	Iteration 4F: 3 clusters Score -105779 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -105965.726562 Penalty: 2389.543457
	Iteration 5F: 3 clusters Score -105965.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -106160.031250 Penalty: 2389.543457
	Iteration 6F: 3 clusters Score -106160 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106263.531250 Penalty: 2389.543457
	Iteration 7Q: 3 clusters Score -106263.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106323.390625 Penalty: 2389.543457
	Iteration 8Q: 3 clusters Score -106323.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -106354.578125 Penalty: 2389.543457
	Iteration 9Q: 3 clusters Score -106354.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106367.953125 Penalty: 2389.543457
	Iteration 10Q: 3 clusters Score -106368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106370.531250 Penalty: 2389.543457
	Iteration 11Q: 3 clusters Score -106370.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106372.914062 Penalty: 2389.543457
	Iteration 12Q: 3 clusters Score -106372.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106375.343750 Penalty: 2389.543457
	Iteration 13Q: 3 clusters Score -106375.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -106375.914062 Penalty: 2389.543457
	Iteration 14Q: 3 clusters Score -106375.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106376.250000 Penalty: 2389.543457
	Iteration 15Q: 3 clusters Score -106376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -106376.250000 Penalty: 2389.543457
	Iteration 16F: 3 clusters Score -106376.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1003 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 2615 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 557 members 
Entering Unmasked Estep 
Score: -40894328.000000 Penalty: 89363.875000
Splitting cluster 35 changes total score from -40894972.000000 to -40894328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (9180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Entering Unmasked Estep 
Score: -805178.750000 Penalty: 1482.777222
	Iteration 0F: 2 clusters Score -805178.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -798627.687500 Penalty: 2965.554443
	Iteration 0F: 3 clusters Score -798627.7 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -800908.562500 Penalty: 2965.554443
	Iteration 1F: 3 clusters Score -800908.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -801220.500000 Penalty: 2965.554443
	Iteration 2F: 3 clusters Score -801220.5 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -801471.125000 Penalty: 2965.554443
	Iteration 3F: 3 clusters Score -801471.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -801690.562500 Penalty: 2965.554443
	Iteration 4Q: 3 clusters Score -801690.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -801922.937500 Penalty: 2965.554443
	Iteration 5Q: 3 clusters Score -801922.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -802156.875000 Penalty: 2965.554443
	Iteration 6Q: 3 clusters Score -802156.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -802442.562500 Penalty: 2965.554443
	Iteration 7Q: 3 clusters Score -802442.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -802748.687500 Penalty: 2965.554443
	Iteration 8Q: 3 clusters Score -802748.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -803134.500000 Penalty: 2965.554443
	Iteration 9Q: 3 clusters Score -803134.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -803528.937500 Penalty: 2965.554443
	Iteration 10Q: 3 clusters Score -803528.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -803927.062500 Penalty: 2965.554443
	Iteration 11Q: 3 clusters Score -803927.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -804190.437500 Penalty: 2965.554443
	Iteration 12Q: 3 clusters Score -804190.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -804359.062500 Penalty: 2965.554443
	Iteration 13Q: 3 clusters Score -804359.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -804457.437500 Penalty: 2965.554443
	Iteration 14Q: 3 clusters Score -804457.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -804509.062500 Penalty: 2965.554443
	Iteration 15Q: 3 clusters Score -804509.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -804548.062500 Penalty: 2965.554443
	Iteration 16Q: 3 clusters Score -804548.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -804584.875000 Penalty: 2965.554443
	Iteration 17Q: 3 clusters Score -804584.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -804606.750000 Penalty: 2965.554443
	Iteration 18Q: 3 clusters Score -804606.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -804625.937500 Penalty: 2965.554443
	Iteration 19Q: 3 clusters Score -804625.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -804645.125000 Penalty: 2965.554443
	Iteration 20F: 3 clusters Score -804645.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -804668.812500 Penalty: 2965.554443
	Iteration 21Q: 3 clusters Score -804668.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -804685.062500 Penalty: 2965.554443
	Iteration 22Q: 3 clusters Score -804685.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -804707.875000 Penalty: 2965.554443
	Iteration 23Q: 3 clusters Score -804707.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -804727.750000 Penalty: 2965.554443
	Iteration 24Q: 3 clusters Score -804727.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -804743.437500 Penalty: 2965.554443
	Iteration 25Q: 3 clusters Score -804743.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -804760.375000 Penalty: 2965.554443
	Iteration 26Q: 3 clusters Score -804760.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -804776.312500 Penalty: 2965.554443
	Iteration 27Q: 3 clusters Score -804776.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -804791.250000 Penalty: 2965.554443
	Iteration 28Q: 3 clusters Score -804791.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -804803.625000 Penalty: 2965.554443
	Iteration 29Q: 3 clusters Score -804803.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -804814.875000 Penalty: 2965.554443
	Iteration 30Q: 3 clusters Score -804814.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -804822.750000 Penalty: 2965.554443
	Iteration 31Q: 3 clusters Score -804822.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -804830.687500 Penalty: 2965.554443
	Iteration 32Q: 3 clusters Score -804830.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -804835.125000 Penalty: 2965.554443
	Iteration 33Q: 3 clusters Score -804835.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -804840.000000 Penalty: 2965.554443
	Iteration 34Q: 3 clusters Score -804840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -804845.187500 Penalty: 2965.554443
	Iteration 35Q: 3 clusters Score -804845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -804847.750000 Penalty: 2965.554443
	Iteration 36Q: 3 clusters Score -804847.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -804850.125000 Penalty: 2965.554443
	Iteration 37Q: 3 clusters Score -804850.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -804854.312500 Penalty: 2965.554443
	Iteration 38Q: 3 clusters Score -804854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -804854.250000 Penalty: 2965.554443
	Iteration 39Q: 3 clusters Score -804854.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -804856.375000 Penalty: 2965.554443
	Iteration 40F: 3 clusters Score -804856.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -804856.500000 Penalty: 2965.554443
	Iteration 41Q: 3 clusters Score -804856.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -804859.812500 Penalty: 2965.554443
	Iteration 42Q: 3 clusters Score -804859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -804859.750000 Penalty: 2965.554443
	Iteration 43Q: 3 clusters Score -804859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -804859.562500 Penalty: 2965.554443
	Iteration 44Q: 3 clusters Score -804859.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -804861.000000 Penalty: 2965.554443
	Iteration 45Q: 3 clusters Score -804861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -804861.687500 Penalty: 2965.554443
	Iteration 46Q: 3 clusters Score -804861.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -804864.937500 Penalty: 2965.554443
	Iteration 47Q: 3 clusters Score -804864.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -804867.000000 Penalty: 2965.554443
	Iteration 48Q: 3 clusters Score -804867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -804867.062500 Penalty: 2965.554443
	Iteration 49Q: 3 clusters Score -804867.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -804867.500000 Penalty: 2965.554443
	Iteration 50Q: 3 clusters Score -804867.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -804868.125000 Penalty: 2965.554443
	Iteration 51Q: 3 clusters Score -804868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -804868.937500 Penalty: 2965.554443
	Iteration 52Q: 3 clusters Score -804868.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -804867.812500 Penalty: 2965.554443
	Iteration 53Q: 3 clusters Score -804867.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -804869.437500 Penalty: 2965.554443
	Iteration 54Q: 3 clusters Score -804869.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -804871.187500 Penalty: 2965.554443
	Iteration 55Q: 3 clusters Score -804871.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -804871.812500 Penalty: 2965.554443
	Iteration 56Q: 3 clusters Score -804871.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -804870.750000 Penalty: 2965.554443
	Iteration 57Q: 3 clusters Score -804870.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -804872.937500 Penalty: 2965.554443
	Iteration 58Q: 3 clusters Score -804872.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -804873.687500 Penalty: 2965.554443
	Iteration 59Q: 3 clusters Score -804873.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -804874.437500 Penalty: 2965.554443
	Iteration 60F: 3 clusters Score -804874.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -804871.187500 Penalty: 2965.554443
	Iteration 61Q: 3 clusters Score -804871.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -804873.687500 Penalty: 2965.554443
	Iteration 62Q: 3 clusters Score -804873.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -804874.187500 Penalty: 2965.554443
	Iteration 63Q: 3 clusters Score -804874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -804874.500000 Penalty: 2965.554443
	Iteration 64Q: 3 clusters Score -804874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -804874.812500 Penalty: 2965.554443
	Iteration 65Q: 3 clusters Score -804874.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -804876.562500 Penalty: 2965.554443
	Iteration 66Q: 3 clusters Score -804876.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -804875.875000 Penalty: 2965.554443
	Iteration 67Q: 3 clusters Score -804875.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -804879.000000 Penalty: 2965.554443
	Iteration 68Q: 3 clusters Score -804879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -804880.000000 Penalty: 2965.554443
	Iteration 69Q: 3 clusters Score -804880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -804879.625000 Penalty: 2965.554443
	Iteration 70Q: 3 clusters Score -804879.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -804880.750000 Penalty: 2965.554443
	Iteration 71Q: 3 clusters Score -804880.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -804881.625000 Penalty: 2965.554443
	Iteration 72Q: 3 clusters Score -804881.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -804883.062500 Penalty: 2965.554443
	Iteration 73Q: 3 clusters Score -804883.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -804882.750000 Penalty: 2965.554443
	Iteration 74Q: 3 clusters Score -804882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -804882.062500 Penalty: 2965.554443
	Iteration 75Q: 3 clusters Score -804882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -804882.812500 Penalty: 2965.554443
	Iteration 76Q: 3 clusters Score -804882.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -804882.625000 Penalty: 2965.554443
	Iteration 77Q: 3 clusters Score -804882.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -804883.062500 Penalty: 2965.554443
	Iteration 78Q: 3 clusters Score -804883.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -804883.312500 Penalty: 2965.554443
	Iteration 79Q: 3 clusters Score -804883.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -804882.062500 Penalty: 2965.554443
	Iteration 80F: 3 clusters Score -804882.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -804883.437500 Penalty: 2965.554443
	Iteration 81Q: 3 clusters Score -804883.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -804885.625000 Penalty: 2965.554443
	Iteration 82Q: 3 clusters Score -804885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -804886.562500 Penalty: 2965.554443
	Iteration 83Q: 3 clusters Score -804886.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -804887.375000 Penalty: 2965.554443
	Iteration 84Q: 3 clusters Score -804887.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -804888.375000 Penalty: 2965.554443
	Iteration 85Q: 3 clusters Score -804888.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -804888.687500 Penalty: 2965.554443
	Iteration 86Q: 3 clusters Score -804888.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -804888.000000 Penalty: 2965.554443
	Iteration 87Q: 3 clusters Score -804888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -804886.625000 Penalty: 2965.554443
	Iteration 88Q: 3 clusters Score -804886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -804888.562500 Penalty: 2965.554443
	Iteration 89Q: 3 clusters Score -804888.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -804889.562500 Penalty: 2965.554443
	Iteration 90Q: 3 clusters Score -804889.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -804891.500000 Penalty: 2965.554443
	Iteration 91Q: 3 clusters Score -804891.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -804889.812500 Penalty: 2965.554443
	Iteration 92Q: 3 clusters Score -804889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -804889.937500 Penalty: 2965.554443
	Iteration 93Q: 3 clusters Score -804889.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -804891.062500 Penalty: 2965.554443
	Iteration 94Q: 3 clusters Score -804891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -804890.750000 Penalty: 2965.554443
	Iteration 95Q: 3 clusters Score -804890.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -804892.562500 Penalty: 2965.554443
	Iteration 96Q: 3 clusters Score -804892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -804893.312500 Penalty: 2965.554443
	Iteration 97Q: 3 clusters Score -804893.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -804894.625000 Penalty: 2965.554443
	Iteration 98Q: 3 clusters Score -804894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -804894.687500 Penalty: 2965.554443
	Iteration 99Q: 3 clusters Score -804894.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -804895.562500 Penalty: 2965.554443
	Iteration 100F: 3 clusters Score -804895.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -804897.125000 Penalty: 2965.554443
	Iteration 101Q: 3 clusters Score -804897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -804894.875000 Penalty: 2965.554443
	Iteration 102Q: 3 clusters Score -804894.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -804895.312500 Penalty: 2965.554443
	Iteration 103Q: 3 clusters Score -804895.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -804894.750000 Penalty: 2965.554443
	Iteration 104Q: 3 clusters Score -804894.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -804895.562500 Penalty: 2965.554443
	Iteration 105Q: 3 clusters Score -804895.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -804896.250000 Penalty: 2965.554443
	Iteration 106Q: 3 clusters Score -804896.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -804896.250000 Penalty: 2965.554443
	Iteration 107F: 3 clusters Score -804896.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (20368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Entering Unmasked Estep 
Score: -1833086.125000 Penalty: 1612.279541
	Iteration 0F: 2 clusters Score -1833086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1819199.625000 Penalty: 3224.559082
	Iteration 0F: 3 clusters Score -1819200 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1824277.750000 Penalty: 3224.559082
	Iteration 1F: 3 clusters Score -1824278 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1824810.125000 Penalty: 3224.559082
	Iteration 2F: 3 clusters Score -1824810 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -1825448.375000 Penalty: 3224.559082
	Iteration 3F: 3 clusters Score -1825448 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1826265.000000 Penalty: 3224.559082
	Iteration 4F: 3 clusters Score -1826265 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1827278.250000 Penalty: 3224.559082
	Iteration 5F: 3 clusters Score -1827278 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -1828527.875000 Penalty: 3224.559082
	Iteration 6F: 3 clusters Score -1828528 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -1829720.875000 Penalty: 3224.559082
	Iteration 7F: 3 clusters Score -1829721 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1830687.375000 Penalty: 3224.559082
	Iteration 8F: 3 clusters Score -1830687 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1831614.375000 Penalty: 3224.559082
	Iteration 9Q: 3 clusters Score -1831614 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1832277.000000 Penalty: 3224.559082
	Iteration 10Q: 3 clusters Score -1832277 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1832663.500000 Penalty: 3224.559082
	Iteration 11Q: 3 clusters Score -1832664 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1832833.500000 Penalty: 3224.559082
	Iteration 12Q: 3 clusters Score -1832834 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1832900.875000 Penalty: 3224.559082
	Iteration 13Q: 3 clusters Score -1832901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1832932.375000 Penalty: 3224.559082
	Iteration 14Q: 3 clusters Score -1832932 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -1832952.875000 Penalty: 3224.559082
	Iteration 15Q: 3 clusters Score -1832953 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1832964.500000 Penalty: 3224.559082
	Iteration 16Q: 3 clusters Score -1832964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -1832971.125000 Penalty: 3224.559082
	Iteration 17Q: 3 clusters Score -1832971 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1832978.625000 Penalty: 3224.559082
	Iteration 18Q: 3 clusters Score -1832979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1832977.375000 Penalty: 3224.559082
	Iteration 19Q: 3 clusters Score -1832977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -1832981.375000 Penalty: 3224.559082
	Iteration 20F: 3 clusters Score -1832981 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1832984.750000 Penalty: 3224.559082
	Iteration 21Q: 3 clusters Score -1832985 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1832989.375000 Penalty: 3224.559082
	Iteration 22Q: 3 clusters Score -1832989 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1832991.625000 Penalty: 3224.559082
	Iteration 23Q: 3 clusters Score -1832992 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1832996.250000 Penalty: 3224.559082
	Iteration 24Q: 3 clusters Score -1832996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1832995.875000 Penalty: 3224.559082
	Iteration 25Q: 3 clusters Score -1832996 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1833002.125000 Penalty: 3224.559082
	Iteration 26Q: 3 clusters Score -1833002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1832999.000000 Penalty: 3224.559082
	Iteration 27Q: 3 clusters Score -1832999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1832998.375000 Penalty: 3224.559082
	Iteration 28Q: 3 clusters Score -1832998 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1832999.875000 Penalty: 3224.559082
	Iteration 29Q: 3 clusters Score -1833000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1833002.250000 Penalty: 3224.559082
	Iteration 30Q: 3 clusters Score -1833002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1833001.000000 Penalty: 3224.559082
	Iteration 31Q: 3 clusters Score -1833001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1833002.375000 Penalty: 3224.559082
	Iteration 32Q: 3 clusters Score -1833002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1833002.500000 Penalty: 3224.559082
	Iteration 33Q: 3 clusters Score -1833002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -1833003.000000 Penalty: 3224.559082
	Iteration 34Q: 3 clusters Score -1833003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1833001.250000 Penalty: 3224.559082
	Iteration 35Q: 3 clusters Score -1833001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1833002.875000 Penalty: 3224.559082
	Iteration 36Q: 3 clusters Score -1833003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1833002.625000 Penalty: 3224.559082
	Iteration 37Q: 3 clusters Score -1833003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1833001.875000 Penalty: 3224.559082
	Iteration 38Q: 3 clusters Score -1833002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1833002.875000 Penalty: 3224.559082
	Iteration 39Q: 3 clusters Score -1833003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1833000.250000 Penalty: 3224.559082
	Iteration 40F: 3 clusters Score -1833000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -1832999.375000 Penalty: 3224.559082
	Iteration 41Q: 3 clusters Score -1832999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -1833001.250000 Penalty: 3224.559082
	Iteration 42Q: 3 clusters Score -1833001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1832997.375000 Penalty: 3224.559082
	Iteration 43Q: 3 clusters Score -1832997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -1833000.875000 Penalty: 3224.559082
	Iteration 44Q: 3 clusters Score -1833001 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -1832998.000000 Penalty: 3224.559082
	Iteration 45Q: 3 clusters Score -1832998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1832997.750000 Penalty: 3224.559082
	Iteration 46Q: 3 clusters Score -1832998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1832997.750000 Penalty: 3224.559082
	Iteration 47F: 3 clusters Score -1832998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Entering Unmasked Estep 
Score: -105406.531250 Penalty: 1164.141357
	Iteration 0F: 2 clusters Score -105406.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103787.640625 Penalty: 2328.282715
	Iteration 0F: 3 clusters Score -103787.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -104127.515625 Penalty: 2328.282715
	Iteration 1F: 3 clusters Score -104127.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104242.929688 Penalty: 2328.282715
	Iteration 2F: 3 clusters Score -104242.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -104321.617188 Penalty: 2328.282715
	Iteration 3F: 3 clusters Score -104321.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -104387.773438 Penalty: 2328.282715
	Iteration 4Q: 3 clusters Score -104387.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104460.500000 Penalty: 2328.282715
	Iteration 5Q: 3 clusters Score -104460.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -104534.203125 Penalty: 2328.282715
	Iteration 6Q: 3 clusters Score -104534.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104593.335938 Penalty: 2328.282715
	Iteration 7Q: 3 clusters Score -104593.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104650.851562 Penalty: 2328.282715
	Iteration 8Q: 3 clusters Score -104650.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104695.117188 Penalty: 2328.282715
	Iteration 9Q: 3 clusters Score -104695.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104743.289062 Penalty: 2328.282715
	Iteration 10Q: 3 clusters Score -104743.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -104784.523438 Penalty: 2328.282715
	Iteration 11Q: 3 clusters Score -104784.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -104817.546875 Penalty: 2328.282715
	Iteration 12Q: 3 clusters Score -104817.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -104839.781250 Penalty: 2328.282715
	Iteration 13Q: 3 clusters Score -104839.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104851.929688 Penalty: 2328.282715
	Iteration 14Q: 3 clusters Score -104851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104863.718750 Penalty: 2328.282715
	Iteration 15Q: 3 clusters Score -104863.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104873.812500 Penalty: 2328.282715
	Iteration 16Q: 3 clusters Score -104873.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -104877.539062 Penalty: 2328.282715
	Iteration 17Q: 3 clusters Score -104877.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104878.554688 Penalty: 2328.282715
	Iteration 18Q: 3 clusters Score -104878.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104880.351562 Penalty: 2328.282715
	Iteration 19Q: 3 clusters Score -104880.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -104882.085938 Penalty: 2328.282715
	Iteration 20F: 3 clusters Score -104882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104883.960938 Penalty: 2328.282715
	Iteration 21Q: 3 clusters Score -104884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104885.000000 Penalty: 2328.282715
	Iteration 22Q: 3 clusters Score -104885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -104886.890625 Penalty: 2328.282715
	Iteration 23Q: 3 clusters Score -104886.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104887.601562 Penalty: 2328.282715
	Iteration 24Q: 3 clusters Score -104887.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104887.601562 Penalty: 2328.282715
	Iteration 25F: 3 clusters Score -104887.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (2615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Entering Unmasked Estep 
Score: -215857.000000 Penalty: 1278.715698
	Iteration 0F: 2 clusters Score -215857 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -213391.593750 Penalty: 2557.431396
	Iteration 0F: 3 clusters Score -213391.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -214001.703125 Penalty: 2557.431396
	Iteration 1F: 3 clusters Score -214001.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -214132.515625 Penalty: 2557.431396
	Iteration 2F: 3 clusters Score -214132.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -214216.140625 Penalty: 2557.431396
	Iteration 3F: 3 clusters Score -214216.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -214274.593750 Penalty: 2557.431396
	Iteration 4Q: 3 clusters Score -214274.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -214351.125000 Penalty: 2557.431396
	Iteration 5Q: 3 clusters Score -214351.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -214418.765625 Penalty: 2557.431396
	Iteration 6Q: 3 clusters Score -214418.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -214490.546875 Penalty: 2557.431396
	Iteration 7Q: 3 clusters Score -214490.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -214549.109375 Penalty: 2557.431396
	Iteration 8Q: 3 clusters Score -214549.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -214613.937500 Penalty: 2557.431396
	Iteration 9Q: 3 clusters Score -214613.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -214685.937500 Penalty: 2557.431396
	Iteration 10Q: 3 clusters Score -214685.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -214771.000000 Penalty: 2557.431396
	Iteration 11Q: 3 clusters Score -214771 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -214858.968750 Penalty: 2557.431396
	Iteration 12Q: 3 clusters Score -214859 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -214944.593750 Penalty: 2557.431396
	Iteration 13Q: 3 clusters Score -214944.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -215018.343750 Penalty: 2557.431396
	Iteration 14Q: 3 clusters Score -215018.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -215091.656250 Penalty: 2557.431396
	Iteration 15Q: 3 clusters Score -215091.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -215162.843750 Penalty: 2557.431396
	Iteration 16Q: 3 clusters Score -215162.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -215205.125000 Penalty: 2557.431396
	Iteration 17Q: 3 clusters Score -215205.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -215264.093750 Penalty: 2557.431396
	Iteration 18Q: 3 clusters Score -215264.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -215331.546875 Penalty: 2557.431396
	Iteration 19Q: 3 clusters Score -215331.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -215417.640625 Penalty: 2557.431396
	Iteration 20F: 3 clusters Score -215417.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -215507.484375 Penalty: 2557.431396
	Iteration 21Q: 3 clusters Score -215507.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -215604.046875 Penalty: 2557.431396
	Iteration 22Q: 3 clusters Score -215604 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -215723.125000 Penalty: 2557.431396
	Iteration 23Q: 3 clusters Score -215723.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -215842.046875 Penalty: 2557.431396
	Iteration 24Q: 3 clusters Score -215842 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -215937.890625 Penalty: 2557.431396
	Iteration 25Q: 3 clusters Score -215937.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -215977.281250 Penalty: 2557.431396
	Iteration 26Q: 3 clusters Score -215977.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -216008.078125 Penalty: 2557.431396
	Iteration 27Q: 3 clusters Score -216008.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -216035.687500 Penalty: 2557.431396
	Iteration 28Q: 3 clusters Score -216035.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -216055.859375 Penalty: 2557.431396
	Iteration 29Q: 3 clusters Score -216055.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -216067.687500 Penalty: 2557.431396
	Iteration 30Q: 3 clusters Score -216067.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -216078.281250 Penalty: 2557.431396
	Iteration 31Q: 3 clusters Score -216078.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -216085.281250 Penalty: 2557.431396
	Iteration 32Q: 3 clusters Score -216085.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -216090.484375 Penalty: 2557.431396
	Iteration 33Q: 3 clusters Score -216090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -216092.546875 Penalty: 2557.431396
	Iteration 34Q: 3 clusters Score -216092.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -216096.031250 Penalty: 2557.431396
	Iteration 35Q: 3 clusters Score -216096 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -216098.234375 Penalty: 2557.431396
	Iteration 36Q: 3 clusters Score -216098.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -216100.250000 Penalty: 2557.431396
	Iteration 37Q: 3 clusters Score -216100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -216104.000000 Penalty: 2557.431396
	Iteration 38Q: 3 clusters Score -216104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216107.015625 Penalty: 2557.431396
	Iteration 39Q: 3 clusters Score -216107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216108.046875 Penalty: 2557.431396
	Iteration 40F: 3 clusters Score -216108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -216109.406250 Penalty: 2557.431396
	Iteration 41Q: 3 clusters Score -216109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -216109.937500 Penalty: 2557.431396
	Iteration 42Q: 3 clusters Score -216109.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -216110.359375 Penalty: 2557.431396
	Iteration 43Q: 3 clusters Score -216110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -216110.359375 Penalty: 2557.431396
	Iteration 44F: 3 clusters Score -216110.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 5905 members 
Mstep: Class 3 contains 2933 members 
Mstep: Class 4 contains 12477 members 
Mstep: Class 5 contains 1612 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 40130 members 
Mstep: Class 8 contains 11812 members 
Mstep: Class 9 contains 11771 members 
Mstep: Class 10 contains 36702 members 
Mstep: Class 11 contains 18036 members 
Mstep: Class 12 contains 36396 members 
Mstep: Class 13 contains 6603 members 
Mstep: Class 14 contains 8430 members 
Mstep: Class 15 contains 46065 members 
Mstep: Class 16 contains 4416 members 
Mstep: Class 17 contains 3829 members 
Mstep: Class 18 contains 2828 members 
Mstep: Class 19 contains 1491 members 
Mstep: Class 20 contains 1799 members 
Mstep: Class 21 contains 563 members 
Mstep: Class 22 contains 1397 members 
Mstep: Class 23 contains 3072 members 
Mstep: Class 24 contains 3647 members 
Mstep: Class 25 contains 1132 members 
Mstep: Class 26 contains 112041 members 
Mstep: Class 27 contains 18732 members 
Mstep: Class 28 contains 3533 members 
Mstep: Class 29 contains 15126 members 
Mstep: Class 30 contains 12141 members 
Mstep: Class 31 contains 1557 members 
Mstep: Class 32 contains 2275 members 
Mstep: Class 33 contains 5491 members 
Mstep: Class 34 contains 592 members 
Mstep: Class 35 contains 1560 members 
Mstep: Class 36 contains 9180 members 
Mstep: Class 37 contains 20368 members 
Mstep: Class 38 contains 1292 members 
Mstep: Class 39 contains 1198 members 
Mstep: Class 40 contains 1130 members 
Mstep: Class 41 contains 2219 members 
Mstep: Class 42 contains 1417 members 
Entering Unmasked Estep 
Score: -40894432.000000 Penalty: 89363.875000
Splitting cluster 39 changes total score from -40894972.000000 to -40894432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 40 (1130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Entering Unmasked Estep 
Score: -94008.851562 Penalty: 1142.370605
	Iteration 0F: 2 clusters Score -94008.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -92468.984375 Penalty: 2284.741211
	Iteration 0F: 3 clusters Score -92468.98 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92767.023438 Penalty: 2284.741211
	Iteration 1F: 3 clusters Score -92767.02 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -92846.617188 Penalty: 2284.741211
	Iteration 2F: 3 clusters Score -92846.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -92892.507812 Penalty: 2284.741211
	Iteration 3Q: 3 clusters Score -92892.51 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -92925.656250 Penalty: 2284.741211
	Iteration 4Q: 3 clusters Score -92925.66 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -92958.382812 Penalty: 2284.741211
	Iteration 5Q: 3 clusters Score -92958.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -92987.265625 Penalty: 2284.741211
	Iteration 6Q: 3 clusters Score -92987.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93010.585938 Penalty: 2284.741211
	Iteration 7Q: 3 clusters Score -93010.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -93034.273438 Penalty: 2284.741211
	Iteration 8Q: 3 clusters Score -93034.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -93043.304688 Penalty: 2284.741211
	Iteration 9Q: 3 clusters Score -93043.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -93052.156250 Penalty: 2284.741211
	Iteration 10Q: 3 clusters Score -93052.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -93058.101562 Penalty: 2284.741211
	Iteration 11Q: 3 clusters Score -93058.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -93064.390625 Penalty: 2284.741211
	Iteration 12Q: 3 clusters Score -93064.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -93075.851562 Penalty: 2284.741211
	Iteration 13Q: 3 clusters Score -93075.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -93088.859375 Penalty: 2284.741211
	Iteration 14Q: 3 clusters Score -93088.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -93102.320312 Penalty: 2284.741211
	Iteration 15Q: 3 clusters Score -93102.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -93115.210938 Penalty: 2284.741211
	Iteration 16Q: 3 clusters Score -93115.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -93123.007812 Penalty: 2284.741211
	Iteration 17Q: 3 clusters Score -93123.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -93135.242188 Penalty: 2284.741211
	Iteration 18Q: 3 clusters Score -93135.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -93140.289062 Penalty: 2284.741211
	Iteration 19Q: 3 clusters Score -93140.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -93143.570312 Penalty: 2284.741211
	Iteration 20F: 3 clusters Score -93143.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -93144.601562 Penalty: 2284.741211
	Iteration 21Q: 3 clusters Score -93144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93145.242188 Penalty: 2284.741211
	Iteration 22Q: 3 clusters Score -93145.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -93145.242188 Penalty: 2284.741211
	Iteration 23F: 3 clusters Score -93145.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (2219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Entering Unmasked Estep 
Score: -193759.046875 Penalty: 1252.031982
	Iteration 0F: 2 clusters Score -193759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -191587.703125 Penalty: 2504.063965
	Iteration 0F: 3 clusters Score -191587.7 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -192104.359375 Penalty: 2504.063965
	Iteration 1F: 3 clusters Score -192104.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -192237.656250 Penalty: 2504.063965
	Iteration 2F: 3 clusters Score -192237.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -192345.250000 Penalty: 2504.063965
	Iteration 3F: 3 clusters Score -192345.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -192424.484375 Penalty: 2504.063965
	Iteration 4Q: 3 clusters Score -192424.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -192483.156250 Penalty: 2504.063965
	Iteration 5Q: 3 clusters Score -192483.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -192532.484375 Penalty: 2504.063965
	Iteration 6Q: 3 clusters Score -192532.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -192574.968750 Penalty: 2504.063965
	Iteration 7Q: 3 clusters Score -192575 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -192617.406250 Penalty: 2504.063965
	Iteration 8Q: 3 clusters Score -192617.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -192653.296875 Penalty: 2504.063965
	Iteration 9Q: 3 clusters Score -192653.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -192688.750000 Penalty: 2504.063965
	Iteration 10Q: 3 clusters Score -192688.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -192726.812500 Penalty: 2504.063965
	Iteration 11Q: 3 clusters Score -192726.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -192749.031250 Penalty: 2504.063965
	Iteration 12Q: 3 clusters Score -192749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -192770.187500 Penalty: 2504.063965
	Iteration 13Q: 3 clusters Score -192770.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -192789.796875 Penalty: 2504.063965
	Iteration 14Q: 3 clusters Score -192789.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -192804.500000 Penalty: 2504.063965
	Iteration 15Q: 3 clusters Score -192804.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -192814.750000 Penalty: 2504.063965
	Iteration 16Q: 3 clusters Score -192814.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -192825.265625 Penalty: 2504.063965
	Iteration 17Q: 3 clusters Score -192825.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -192832.875000 Penalty: 2504.063965
	Iteration 18Q: 3 clusters Score -192832.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -192842.296875 Penalty: 2504.063965
	Iteration 19Q: 3 clusters Score -192842.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -192859.328125 Penalty: 2504.063965
	Iteration 20F: 3 clusters Score -192859.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -192871.578125 Penalty: 2504.063965
	Iteration 21Q: 3 clusters Score -192871.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -192885.406250 Penalty: 2504.063965
	Iteration 22Q: 3 clusters Score -192885.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -192902.031250 Penalty: 2504.063965
	Iteration 23Q: 3 clusters Score -192902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -192922.250000 Penalty: 2504.063965
	Iteration 24Q: 3 clusters Score -192922.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -192937.937500 Penalty: 2504.063965
	Iteration 25Q: 3 clusters Score -192937.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -192950.687500 Penalty: 2504.063965
	Iteration 26Q: 3 clusters Score -192950.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -192961.937500 Penalty: 2504.063965
	Iteration 27Q: 3 clusters Score -192961.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -192973.859375 Penalty: 2504.063965
	Iteration 28Q: 3 clusters Score -192973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -192981.734375 Penalty: 2504.063965
	Iteration 29Q: 3 clusters Score -192981.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -192987.687500 Penalty: 2504.063965
	Iteration 30Q: 3 clusters Score -192987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -192991.500000 Penalty: 2504.063965
	Iteration 31Q: 3 clusters Score -192991.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -192997.078125 Penalty: 2504.063965
	Iteration 32Q: 3 clusters Score -192997.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -193001.625000 Penalty: 2504.063965
	Iteration 33Q: 3 clusters Score -193001.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -193003.234375 Penalty: 2504.063965
	Iteration 34Q: 3 clusters Score -193003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -193003.562500 Penalty: 2504.063965
	Iteration 35Q: 3 clusters Score -193003.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -193004.109375 Penalty: 2504.063965
	Iteration 36Q: 3 clusters Score -193004.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -193004.109375 Penalty: 2504.063965
	Iteration 37F: 3 clusters Score -193004.1 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122182168.000000 Penalty: 94555.671875
22->42 Clusters: Score -122182168.000000, best is -122837864.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 21952 members 
Mstep: Class 3 contains 22194 members 
Mstep: Class 4 contains 22131 members 
Mstep: Class 5 contains 22063 members 
Mstep: Class 6 contains 21966 members 
Mstep: Class 7 contains 22073 members 
Mstep: Class 8 contains 22089 members 
Mstep: Class 9 contains 21987 members 
Mstep: Class 10 contains 22021 members 
Mstep: Class 11 contains 22352 members 
Mstep: Class 12 contains 22059 members 
Mstep: Class 13 contains 22248 members 
Mstep: Class 14 contains 22046 members 
Mstep: Class 15 contains 22104 members 
Mstep: Class 16 contains 22066 members 
Mstep: Class 17 contains 21937 members 
Mstep: Class 18 contains 21930 members 
Mstep: Class 19 contains 22170 members 
Mstep: Class 20 contains 22113 members 
Mstep: Class 21 contains 22162 members 
Mstep: Class 22 contains 22099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 510.563568 but Gain 2127.710938
Score: -37540344.000000 Penalty: 44681.937500
Iteration 0F: 22 clusters Score -3.754034e+07 nChanged 459893
Entering Unmasked Mstep 
Mstep: Class 0 contains 637 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 3 contains 42158 members 
Mstep: Class 4 contains 50044 members 
Mstep: Class 5 contains 33230 members 
Mstep: Class 6 contains 33651 members 
Mstep: Class 7 contains 15432 members 
Mstep: Class 8 contains 11889 members 
Mstep: Class 9 contains 9750 members 
Mstep: Class 10 contains 27402 members 
Mstep: Class 11 contains 17093 members 
Mstep: Class 12 contains 24431 members 
Mstep: Class 13 contains 20939 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 17703 members 
Mstep: Class 16 contains 17227 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 20090 members 
Mstep: Class 19 contains 18741 members 
Mstep: Class 20 contains 21742 members 
Mstep: Class 21 contains 34498 members 
Mstep: Class 22 contains 18657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39421244.000000 Penalty: 44681.937500
Iteration 1F: 22 clusters Score -3.942124e+07 nChanged 190469
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 3 contains 46785 members 
Mstep: Class 4 contains 56458 members 
Mstep: Class 5 contains 31258 members 
Mstep: Class 6 contains 48874 members 
Mstep: Class 7 contains 12094 members 
Mstep: Class 8 contains 7450 members 
Mstep: Class 9 contains 6775 members 
Mstep: Class 10 contains 42009 members 
Mstep: Class 11 contains 12187 members 
Mstep: Class 12 contains 25737 members 
Mstep: Class 13 contains 14440 members 
Mstep: Class 14 contains 11855 members 
Mstep: Class 15 contains 13534 members 
Mstep: Class 16 contains 21791 members 
Mstep: Class 17 contains 18056 members 
Mstep: Class 18 contains 21463 members 
Mstep: Class 19 contains 17400 members 
Mstep: Class 20 contains 18500 members 
Mstep: Class 21 contains 35714 members 
Mstep: Class 22 contains 15333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39864488.000000 Penalty: 44681.937500
Iteration 2F: 22 clusters Score -3.986449e+07 nChanged 132781
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 3 contains 43960 members 
Mstep: Class 4 contains 64290 members 
Mstep: Class 5 contains 23312 members 
Mstep: Class 6 contains 52539 members 
Mstep: Class 7 contains 10727 members 
Mstep: Class 8 contains 7089 members 
Mstep: Class 9 contains 6201 members 
Mstep: Class 10 contains 54113 members 
Mstep: Class 11 contains 10616 members 
Mstep: Class 12 contains 31170 members 
Mstep: Class 13 contains 8492 members 
Mstep: Class 14 contains 8280 members 
Mstep: Class 15 contains 12485 members 
Mstep: Class 16 contains 23253 members 
Mstep: Class 17 contains 14623 members 
Mstep: Class 18 contains 25342 members 
Mstep: Class 19 contains 13710 members 
Mstep: Class 20 contains 16181 members 
Mstep: Class 21 contains 40694 members 
Mstep: Class 22 contains 13243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40149392.000000 Penalty: 44681.937500
Iteration 3F: 22 clusters Score -4.014939e+07 nChanged 105324
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 3 contains 36990 members 
Mstep: Class 4 contains 65848 members 
Mstep: Class 5 contains 16022 members 
Mstep: Class 6 contains 47701 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 9 contains 6351 members 
Mstep: Class 10 contains 68699 members 
Mstep: Class 11 contains 9745 members 
Mstep: Class 12 contains 37672 members 
Mstep: Class 13 contains 5058 members 
Mstep: Class 14 contains 5672 members 
Mstep: Class 15 contains 11861 members 
Mstep: Class 16 contains 20333 members 
Mstep: Class 17 contains 9610 members 
Mstep: Class 18 contains 26930 members 
Mstep: Class 19 contains 9835 members 
Mstep: Class 20 contains 15324 members 
Mstep: Class 21 contains 55652 members 
Mstep: Class 22 contains 14212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40358980.000000 Penalty: 44681.937500
Iteration 4F: 22 clusters Score -4.035898e+07 nChanged 88339
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 3 contains 27244 members 
Mstep: Class 4 contains 61966 members 
Mstep: Class 5 contains 10078 members 
Mstep: Class 6 contains 39357 members 
Mstep: Class 7 contains 13371 members 
Mstep: Class 8 contains 7526 members 
Mstep: Class 9 contains 6274 members 
Mstep: Class 10 contains 86825 members 
Mstep: Class 11 contains 8629 members 
Mstep: Class 12 contains 43034 members 
Mstep: Class 13 contains 5129 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 10807 members 
Mstep: Class 16 contains 15988 members 
Mstep: Class 17 contains 5474 members 
Mstep: Class 18 contains 27197 members 
Mstep: Class 19 contains 6523 members 
Mstep: Class 20 contains 15679 members 
Mstep: Class 21 contains 68662 members 
Mstep: Class 22 contains 18063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40502856.000000 Penalty: 44681.937500
Iteration 5F: 22 clusters Score -4.050286e+07 nChanged 68311
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 3 contains 18589 members 
Mstep: Class 4 contains 55457 members 
Mstep: Class 5 contains 6282 members 
Mstep: Class 6 contains 30647 members 
Mstep: Class 7 contains 16741 members 
Mstep: Class 8 contains 7270 members 
Mstep: Class 9 contains 6083 members 
Mstep: Class 10 contains 103900 members 
Mstep: Class 11 contains 7335 members 
Mstep: Class 12 contains 47234 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 3946 members 
Mstep: Class 15 contains 9711 members 
Mstep: Class 16 contains 12361 members 
Mstep: Class 17 contains 3015 members 
Mstep: Class 18 contains 26509 members 
Mstep: Class 19 contains 4728 members 
Mstep: Class 20 contains 16925 members 
Mstep: Class 21 contains 77540 members 
Mstep: Class 22 contains 21145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2072.552490 but Gain 2127.710938
Score: -40602380.000000 Penalty: 42554.226562
Iteration 6F: 21 clusters Score -4.060238e+07 nChanged 50542
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 3 contains 12326 members 
Mstep: Class 4 contains 50050 members 
Mstep: Class 5 contains 4631 members 
Mstep: Class 6 contains 22459 members 
Mstep: Class 7 contains 19070 members 
Mstep: Class 8 contains 7179 members 
Mstep: Class 9 contains 5786 members 
Mstep: Class 10 contains 118170 members 
Mstep: Class 11 contains 6500 members 
Mstep: Class 12 contains 49064 members 
Mstep: Class 13 contains 7260 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 9054 members 
Mstep: Class 16 contains 10422 members 
Mstep: Class 18 contains 25476 members 
Mstep: Class 19 contains 4039 members 
Mstep: Class 20 contains 18404 members 
Mstep: Class 21 contains 84039 members 
Mstep: Class 22 contains 23202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40673088.000000 Penalty: 42554.226562
Iteration 7F: 21 clusters Score -4.067309e+07 nChanged 34063
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 3 contains 8094 members 
Mstep: Class 4 contains 48131 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 15290 members 
Mstep: Class 7 contains 20175 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 5208 members 
Mstep: Class 10 contains 127865 members 
Mstep: Class 11 contains 6775 members 
Mstep: Class 12 contains 49248 members 
Mstep: Class 13 contains 7544 members 
Mstep: Class 14 contains 3660 members 
Mstep: Class 15 contains 8554 members 
Mstep: Class 16 contains 9810 members 
Mstep: Class 18 contains 24235 members 
Mstep: Class 19 contains 3822 members 
Mstep: Class 20 contains 18873 members 
Mstep: Class 21 contains 86875 members 
Mstep: Class 22 contains 24583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40714672.000000 Penalty: 42554.226562
Iteration 8F: 21 clusters Score -4.071467e+07 nChanged 25615
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 3 contains 5721 members 
Mstep: Class 4 contains 47249 members 
Mstep: Class 5 contains 4404 members 
Mstep: Class 6 contains 9835 members 
Mstep: Class 7 contains 20840 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 4696 members 
Mstep: Class 10 contains 134042 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 48443 members 
Mstep: Class 13 contains 7528 members 
Mstep: Class 14 contains 3632 members 
Mstep: Class 15 contains 8173 members 
Mstep: Class 16 contains 9671 members 
Mstep: Class 18 contains 23093 members 
Mstep: Class 19 contains 3748 members 
Mstep: Class 20 contains 19263 members 
Mstep: Class 21 contains 88398 members 
Mstep: Class 22 contains 25593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40736672.000000 Penalty: 42554.226562
Iteration 9F: 21 clusters Score -4.073667e+07 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 3 contains 4462 members 
Mstep: Class 4 contains 46108 members 
Mstep: Class 5 contains 4901 members 
Mstep: Class 6 contains 6137 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 6915 members 
Mstep: Class 9 contains 4312 members 
Mstep: Class 10 contains 137980 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 47738 members 
Mstep: Class 13 contains 7416 members 
Mstep: Class 14 contains 3652 members 
Mstep: Class 15 contains 7880 members 
Mstep: Class 16 contains 9424 members 
Mstep: Class 18 contains 22058 members 
Mstep: Class 19 contains 3666 members 
Mstep: Class 20 contains 19690 members 
Mstep: Class 21 contains 89381 members 
Mstep: Class 22 contains 26565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40750360.000000 Penalty: 42554.226562
Iteration 10Q: 21 clusters Score -4.075036e+07 nChanged 14336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 3 contains 3894 members 
Mstep: Class 4 contains 44863 members 
Mstep: Class 5 contains 5579 members 
Mstep: Class 6 contains 3850 members 
Mstep: Class 7 contains 21649 members 
Mstep: Class 8 contains 6800 members 
Mstep: Class 9 contains 4049 members 
Mstep: Class 10 contains 140484 members 
Mstep: Class 11 contains 10466 members 
Mstep: Class 12 contains 47105 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 14 contains 3691 members 
Mstep: Class 15 contains 7640 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 18 contains 21000 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 20108 members 
Mstep: Class 21 contains 89969 members 
Mstep: Class 22 contains 27653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40760336.000000 Penalty: 42554.226562
Iteration 11Q: 21 clusters Score -4.076034e+07 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 3 contains 3564 members 
Mstep: Class 4 contains 43694 members 
Mstep: Class 5 contains 6404 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 21638 members 
Mstep: Class 8 contains 6707 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 142158 members 
Mstep: Class 11 contains 11584 members 
Mstep: Class 12 contains 46581 members 
Mstep: Class 13 contains 7169 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 7494 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 18 contains 20045 members 
Mstep: Class 19 contains 3394 members 
Mstep: Class 20 contains 20437 members 
Mstep: Class 21 contains 90382 members 
Mstep: Class 22 contains 28639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40768628.000000 Penalty: 42554.226562
Iteration 12Q: 21 clusters Score -4.076863e+07 nChanged 9964
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 3 contains 3365 members 
Mstep: Class 4 contains 42749 members 
Mstep: Class 5 contains 7357 members 
Mstep: Class 6 contains 1942 members 
Mstep: Class 7 contains 21225 members 
Mstep: Class 8 contains 6616 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 143344 members 
Mstep: Class 11 contains 12620 members 
Mstep: Class 12 contains 46136 members 
Mstep: Class 13 contains 7051 members 
Mstep: Class 14 contains 3690 members 
Mstep: Class 15 contains 7403 members 
Mstep: Class 16 contains 7700 members 
Mstep: Class 18 contains 19233 members 
Mstep: Class 19 contains 3302 members 
Mstep: Class 20 contains 20695 members 
Mstep: Class 21 contains 90556 members 
Mstep: Class 22 contains 29380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40775712.000000 Penalty: 42554.226562
Iteration 13Q: 21 clusters Score -4.077571e+07 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 3 contains 3223 members 
Mstep: Class 4 contains 42068 members 
Mstep: Class 5 contains 8374 members 
Mstep: Class 6 contains 1792 members 
Mstep: Class 7 contains 20541 members 
Mstep: Class 8 contains 6549 members 
Mstep: Class 9 contains 3676 members 
Mstep: Class 10 contains 144172 members 
Mstep: Class 11 contains 13520 members 
Mstep: Class 12 contains 45778 members 
Mstep: Class 13 contains 6925 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 7397 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 18 contains 18558 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 20918 members 
Mstep: Class 21 contains 90673 members 
Mstep: Class 22 contains 29789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40781320.000000 Penalty: 42554.226562
Iteration 14Q: 21 clusters Score -4.078132e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 3 contains 3090 members 
Mstep: Class 4 contains 41661 members 
Mstep: Class 5 contains 9375 members 
Mstep: Class 6 contains 1712 members 
Mstep: Class 7 contains 19977 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 3636 members 
Mstep: Class 10 contains 144844 members 
Mstep: Class 11 contains 14373 members 
Mstep: Class 12 contains 45283 members 
Mstep: Class 13 contains 6787 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 7459 members 
Mstep: Class 16 contains 6688 members 
Mstep: Class 18 contains 18036 members 
Mstep: Class 19 contains 3132 members 
Mstep: Class 20 contains 21051 members 
Mstep: Class 21 contains 90707 members 
Mstep: Class 22 contains 29933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40785924.000000 Penalty: 42554.226562
Iteration 15Q: 21 clusters Score -4.078592e+07 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 41282 members 
Mstep: Class 5 contains 10256 members 
Mstep: Class 6 contains 1630 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 6452 members 
Mstep: Class 9 contains 3628 members 
Mstep: Class 10 contains 145337 members 
Mstep: Class 11 contains 15192 members 
Mstep: Class 12 contains 44687 members 
Mstep: Class 13 contains 6671 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 7549 members 
Mstep: Class 16 contains 6301 members 
Mstep: Class 18 contains 17648 members 
Mstep: Class 19 contains 3060 members 
Mstep: Class 20 contains 21157 members 
Mstep: Class 21 contains 90710 members 
Mstep: Class 22 contains 29861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40789444.000000 Penalty: 42554.226562
Iteration 16Q: 21 clusters Score -4.078944e+07 nChanged 5935
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 3 contains 3015 members 
Mstep: Class 4 contains 40845 members 
Mstep: Class 5 contains 11050 members 
Mstep: Class 6 contains 1562 members 
Mstep: Class 7 contains 19730 members 
Mstep: Class 8 contains 6411 members 
Mstep: Class 9 contains 3616 members 
Mstep: Class 10 contains 145720 members 
Mstep: Class 11 contains 16026 members 
Mstep: Class 12 contains 44008 members 
Mstep: Class 13 contains 6589 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 7626 members 
Mstep: Class 16 contains 5945 members 
Mstep: Class 18 contains 17323 members 
Mstep: Class 19 contains 3002 members 
Mstep: Class 20 contains 21262 members 
Mstep: Class 21 contains 90683 members 
Mstep: Class 22 contains 29653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40791692.000000 Penalty: 42554.226562
Iteration 17Q: 21 clusters Score -4.079169e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 3 contains 3067 members 
Mstep: Class 4 contains 40415 members 
Mstep: Class 5 contains 11777 members 
Mstep: Class 6 contains 1512 members 
Mstep: Class 7 contains 19793 members 
Mstep: Class 8 contains 6377 members 
Mstep: Class 9 contains 3588 members 
Mstep: Class 10 contains 146004 members 
Mstep: Class 11 contains 16849 members 
Mstep: Class 12 contains 43374 members 
Mstep: Class 13 contains 6524 members 
Mstep: Class 14 contains 3872 members 
Mstep: Class 15 contains 7732 members 
Mstep: Class 16 contains 5649 members 
Mstep: Class 18 contains 17068 members 
Mstep: Class 19 contains 2949 members 
Mstep: Class 20 contains 21328 members 
Mstep: Class 21 contains 90609 members 
Mstep: Class 22 contains 29356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40793852.000000 Penalty: 42554.226562
Iteration 18Q: 21 clusters Score -4.079385e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 3 contains 3167 members 
Mstep: Class 4 contains 40049 members 
Mstep: Class 5 contains 12319 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 19906 members 
Mstep: Class 8 contains 6372 members 
Mstep: Class 9 contains 3572 members 
Mstep: Class 10 contains 146198 members 
Mstep: Class 11 contains 17603 members 
Mstep: Class 12 contains 42795 members 
Mstep: Class 13 contains 6438 members 
Mstep: Class 14 contains 3951 members 
Mstep: Class 15 contains 7869 members 
Mstep: Class 16 contains 5385 members 
Mstep: Class 18 contains 16880 members 
Mstep: Class 19 contains 2911 members 
Mstep: Class 20 contains 21406 members 
Mstep: Class 21 contains 90540 members 
Mstep: Class 22 contains 29026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40795324.000000 Penalty: 42554.226562
Iteration 19Q: 21 clusters Score -4.079532e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 3 contains 3246 members 
Mstep: Class 4 contains 39757 members 
Mstep: Class 5 contains 12700 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 20045 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 146333 members 
Mstep: Class 11 contains 18276 members 
Mstep: Class 12 contains 42318 members 
Mstep: Class 13 contains 6346 members 
Mstep: Class 14 contains 4005 members 
Mstep: Class 15 contains 8017 members 
Mstep: Class 16 contains 5200 members 
Mstep: Class 18 contains 16719 members 
Mstep: Class 19 contains 2869 members 
Mstep: Class 20 contains 21465 members 
Mstep: Class 21 contains 90484 members 
Mstep: Class 22 contains 28676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40797348.000000 Penalty: 42554.226562
Iteration 20F: 21 clusters Score -4.079735e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 3 contains 3325 members 
Mstep: Class 4 contains 39426 members 
Mstep: Class 5 contains 13313 members 
Mstep: Class 6 contains 1366 members 
Mstep: Class 7 contains 20155 members 
Mstep: Class 8 contains 6382 members 
Mstep: Class 9 contains 3705 members 
Mstep: Class 10 contains 146432 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 41544 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 4051 members 
Mstep: Class 15 contains 8195 members 
Mstep: Class 16 contains 5052 members 
Mstep: Class 18 contains 16474 members 
Mstep: Class 19 contains 2826 members 
Mstep: Class 20 contains 21510 members 
Mstep: Class 21 contains 90443 members 
Mstep: Class 22 contains 28108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40799156.000000 Penalty: 42554.226562
Iteration 21Q: 21 clusters Score -4.079916e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 39165 members 
Mstep: Class 5 contains 13775 members 
Mstep: Class 6 contains 1314 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 6385 members 
Mstep: Class 9 contains 3859 members 
Mstep: Class 10 contains 146536 members 
Mstep: Class 11 contains 20318 members 
Mstep: Class 12 contains 40735 members 
Mstep: Class 13 contains 6136 members 
Mstep: Class 14 contains 4083 members 
Mstep: Class 15 contains 8411 members 
Mstep: Class 16 contains 4922 members 
Mstep: Class 18 contains 16282 members 
Mstep: Class 19 contains 2799 members 
Mstep: Class 20 contains 21560 members 
Mstep: Class 21 contains 90436 members 
Mstep: Class 22 contains 27502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40800692.000000 Penalty: 42554.226562
Iteration 22Q: 21 clusters Score -4.080069e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 3 contains 3471 members 
Mstep: Class 4 contains 38957 members 
Mstep: Class 5 contains 14125 members 
Mstep: Class 6 contains 1249 members 
Mstep: Class 7 contains 20357 members 
Mstep: Class 8 contains 6399 members 
Mstep: Class 9 contains 4050 members 
Mstep: Class 10 contains 146546 members 
Mstep: Class 11 contains 21394 members 
Mstep: Class 12 contains 39918 members 
Mstep: Class 13 contains 5991 members 
Mstep: Class 14 contains 4107 members 
Mstep: Class 15 contains 8640 members 
Mstep: Class 16 contains 4819 members 
Mstep: Class 18 contains 16149 members 
Mstep: Class 19 contains 2757 members 
Mstep: Class 20 contains 21619 members 
Mstep: Class 21 contains 90421 members 
Mstep: Class 22 contains 26911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40802196.000000 Penalty: 42554.226562
Iteration 23Q: 21 clusters Score -4.08022e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 3 contains 3543 members 
Mstep: Class 4 contains 38734 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 20500 members 
Mstep: Class 8 contains 6413 members 
Mstep: Class 9 contains 4225 members 
Mstep: Class 10 contains 146544 members 
Mstep: Class 11 contains 22468 members 
Mstep: Class 12 contains 39140 members 
Mstep: Class 13 contains 5836 members 
Mstep: Class 14 contains 4135 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 4744 members 
Mstep: Class 18 contains 16028 members 
Mstep: Class 19 contains 2706 members 
Mstep: Class 20 contains 21672 members 
Mstep: Class 21 contains 90449 members 
Mstep: Class 22 contains 26299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40803412.000000 Penalty: 42554.226562
Iteration 24Q: 21 clusters Score -4.080341e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 38556 members 
Mstep: Class 5 contains 14673 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 20631 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 4382 members 
Mstep: Class 10 contains 146538 members 
Mstep: Class 11 contains 23532 members 
Mstep: Class 12 contains 38435 members 
Mstep: Class 13 contains 5668 members 
Mstep: Class 14 contains 4150 members 
Mstep: Class 15 contains 9079 members 
Mstep: Class 16 contains 4672 members 
Mstep: Class 18 contains 15933 members 
Mstep: Class 19 contains 2652 members 
Mstep: Class 20 contains 21727 members 
Mstep: Class 21 contains 90482 members 
Mstep: Class 22 contains 25664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804656.000000 Penalty: 42554.226562
Iteration 25Q: 21 clusters Score -4.080466e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 3 contains 3707 members 
Mstep: Class 4 contains 38413 members 
Mstep: Class 5 contains 14857 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 20764 members 
Mstep: Class 8 contains 6453 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 146483 members 
Mstep: Class 11 contains 24487 members 
Mstep: Class 12 contains 37938 members 
Mstep: Class 13 contains 5468 members 
Mstep: Class 14 contains 4158 members 
Mstep: Class 15 contains 9319 members 
Mstep: Class 16 contains 4624 members 
Mstep: Class 18 contains 15858 members 
Mstep: Class 19 contains 2595 members 
Mstep: Class 20 contains 21795 members 
Mstep: Class 21 contains 90533 members 
Mstep: Class 22 contains 24942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40806244.000000 Penalty: 42554.226562
Iteration 26Q: 21 clusters Score -4.080624e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 3 contains 3814 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 14982 members 
Mstep: Class 6 contains 966 members 
Mstep: Class 7 contains 20905 members 
Mstep: Class 8 contains 6480 members 
Mstep: Class 9 contains 4650 members 
Mstep: Class 10 contains 146392 members 
Mstep: Class 11 contains 25435 members 
Mstep: Class 12 contains 37477 members 
Mstep: Class 13 contains 5309 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 9538 members 
Mstep: Class 16 contains 4586 members 
Mstep: Class 18 contains 15789 members 
Mstep: Class 19 contains 2537 members 
Mstep: Class 20 contains 21835 members 
Mstep: Class 21 contains 90623 members 
Mstep: Class 22 contains 24260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40807792.000000 Penalty: 42554.226562
Iteration 27Q: 21 clusters Score -4.080779e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 3 contains 3920 members 
Mstep: Class 4 contains 38167 members 
Mstep: Class 5 contains 15070 members 
Mstep: Class 6 contains 921 members 
Mstep: Class 7 contains 21033 members 
Mstep: Class 8 contains 6540 members 
Mstep: Class 9 contains 4738 members 
Mstep: Class 10 contains 146288 members 
Mstep: Class 11 contains 26308 members 
Mstep: Class 12 contains 37059 members 
Mstep: Class 13 contains 5133 members 
Mstep: Class 14 contains 4161 members 
Mstep: Class 15 contains 9760 members 
Mstep: Class 16 contains 4556 members 
Mstep: Class 18 contains 15724 members 
Mstep: Class 19 contains 2502 members 
Mstep: Class 20 contains 21853 members 
Mstep: Class 21 contains 90718 members 
Mstep: Class 22 contains 23631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40809280.000000 Penalty: 42554.226562
Iteration 28Q: 21 clusters Score -4.080928e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 3 contains 4038 members 
Mstep: Class 4 contains 38090 members 
Mstep: Class 5 contains 15123 members 
Mstep: Class 6 contains 883 members 
Mstep: Class 7 contains 21172 members 
Mstep: Class 8 contains 6663 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 146151 members 
Mstep: Class 11 contains 27091 members 
Mstep: Class 12 contains 36723 members 
Mstep: Class 13 contains 4960 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 9998 members 
Mstep: Class 16 contains 4532 members 
Mstep: Class 18 contains 15649 members 
Mstep: Class 19 contains 2460 members 
Mstep: Class 20 contains 21866 members 
Mstep: Class 21 contains 90822 members 
Mstep: Class 22 contains 23021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40810488.000000 Penalty: 42554.226562
Iteration 29Q: 21 clusters Score -4.081049e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 3 contains 4171 members 
Mstep: Class 4 contains 38032 members 
Mstep: Class 5 contains 15175 members 
Mstep: Class 6 contains 863 members 
Mstep: Class 7 contains 21294 members 
Mstep: Class 8 contains 6759 members 
Mstep: Class 9 contains 4850 members 
Mstep: Class 10 contains 145994 members 
Mstep: Class 11 contains 27815 members 
Mstep: Class 12 contains 36356 members 
Mstep: Class 13 contains 4803 members 
Mstep: Class 14 contains 4162 members 
Mstep: Class 15 contains 10201 members 
Mstep: Class 16 contains 4517 members 
Mstep: Class 18 contains 15536 members 
Mstep: Class 19 contains 2445 members 
Mstep: Class 20 contains 21880 members 
Mstep: Class 21 contains 90941 members 
Mstep: Class 22 contains 22484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40811408.000000 Penalty: 42554.226562
Iteration 30Q: 21 clusters Score -4.081141e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 3 contains 4286 members 
Mstep: Class 4 contains 37984 members 
Mstep: Class 5 contains 15232 members 
Mstep: Class 6 contains 841 members 
Mstep: Class 7 contains 21412 members 
Mstep: Class 8 contains 6838 members 
Mstep: Class 9 contains 4894 members 
Mstep: Class 10 contains 145864 members 
Mstep: Class 11 contains 28376 members 
Mstep: Class 12 contains 36087 members 
Mstep: Class 13 contains 4645 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 4511 members 
Mstep: Class 18 contains 15442 members 
Mstep: Class 19 contains 2426 members 
Mstep: Class 20 contains 21894 members 
Mstep: Class 21 contains 91080 members 
Mstep: Class 22 contains 21961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40812420.000000 Penalty: 42554.226562
Iteration 31Q: 21 clusters Score -4.081242e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 3 contains 4389 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 15265 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 21545 members 
Mstep: Class 8 contains 6902 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 145755 members 
Mstep: Class 11 contains 28795 members 
Mstep: Class 12 contains 35934 members 
Mstep: Class 13 contains 4486 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 10553 members 
Mstep: Class 16 contains 4509 members 
Mstep: Class 18 contains 15337 members 
Mstep: Class 19 contains 2409 members 
Mstep: Class 20 contains 21910 members 
Mstep: Class 21 contains 91219 members 
Mstep: Class 22 contains 21517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40812944.000000 Penalty: 42554.226562
Iteration 32Q: 21 clusters Score -4.081294e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 3 contains 4458 members 
Mstep: Class 4 contains 37876 members 
Mstep: Class 5 contains 15307 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21669 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 4968 members 
Mstep: Class 10 contains 145659 members 
Mstep: Class 11 contains 29117 members 
Mstep: Class 12 contains 35827 members 
Mstep: Class 13 contains 4362 members 
Mstep: Class 14 contains 4174 members 
Mstep: Class 15 contains 10741 members 
Mstep: Class 16 contains 4501 members 
Mstep: Class 18 contains 15238 members 
Mstep: Class 19 contains 2404 members 
Mstep: Class 20 contains 21911 members 
Mstep: Class 21 contains 91336 members 
Mstep: Class 22 contains 21127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813500.000000 Penalty: 42554.226562
Iteration 33Q: 21 clusters Score -4.08135e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 3 contains 4527 members 
Mstep: Class 4 contains 37808 members 
Mstep: Class 5 contains 15378 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21798 members 
Mstep: Class 8 contains 6997 members 
Mstep: Class 9 contains 5005 members 
Mstep: Class 10 contains 145558 members 
Mstep: Class 11 contains 29373 members 
Mstep: Class 12 contains 35741 members 
Mstep: Class 13 contains 4252 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 10936 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 18 contains 15141 members 
Mstep: Class 19 contains 2399 members 
Mstep: Class 20 contains 21886 members 
Mstep: Class 21 contains 91431 members 
Mstep: Class 22 contains 20771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813856.000000 Penalty: 42554.226562
Iteration 34Q: 21 clusters Score -4.081386e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 37750 members 
Mstep: Class 5 contains 15456 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 21937 members 
Mstep: Class 8 contains 7061 members 
Mstep: Class 9 contains 5031 members 
Mstep: Class 10 contains 145492 members 
Mstep: Class 11 contains 29570 members 
Mstep: Class 12 contains 35695 members 
Mstep: Class 13 contains 4141 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 11103 members 
Mstep: Class 16 contains 4474 members 
Mstep: Class 18 contains 15044 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 21859 members 
Mstep: Class 21 contains 91513 members 
Mstep: Class 22 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40814292.000000 Penalty: 42554.226562
Iteration 35Q: 21 clusters Score -4.081429e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 3 contains 4622 members 
Mstep: Class 4 contains 37718 members 
Mstep: Class 5 contains 15572 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 22093 members 
Mstep: Class 8 contains 7098 members 
Mstep: Class 9 contains 5082 members 
Mstep: Class 10 contains 145457 members 
Mstep: Class 11 contains 29724 members 
Mstep: Class 12 contains 35665 members 
Mstep: Class 13 contains 4032 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 15 contains 11248 members 
Mstep: Class 16 contains 4461 members 
Mstep: Class 18 contains 14926 members 
Mstep: Class 19 contains 2390 members 
Mstep: Class 20 contains 21819 members 
Mstep: Class 21 contains 91571 members 
Mstep: Class 22 contains 20097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40814620.000000 Penalty: 42554.226562
Iteration 36Q: 21 clusters Score -4.081462e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 3 contains 4654 members 
Mstep: Class 4 contains 37688 members 
Mstep: Class 5 contains 15705 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 22229 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 5130 members 
Mstep: Class 10 contains 145419 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 12 contains 35684 members 
Mstep: Class 13 contains 3951 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 15 contains 11373 members 
Mstep: Class 16 contains 4456 members 
Mstep: Class 18 contains 14815 members 
Mstep: Class 19 contains 2378 members 
Mstep: Class 20 contains 21796 members 
Mstep: Class 21 contains 91605 members 
Mstep: Class 22 contains 19765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40814952.000000 Penalty: 42554.226562
Iteration 37Q: 21 clusters Score -4.081495e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 3 contains 4679 members 
Mstep: Class 4 contains 37636 members 
Mstep: Class 5 contains 15861 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 22369 members 
Mstep: Class 8 contains 7137 members 
Mstep: Class 9 contains 5155 members 
Mstep: Class 10 contains 145381 members 
Mstep: Class 11 contains 29903 members 
Mstep: Class 12 contains 35740 members 
Mstep: Class 13 contains 3878 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11479 members 
Mstep: Class 16 contains 4450 members 
Mstep: Class 18 contains 14719 members 
Mstep: Class 19 contains 2355 members 
Mstep: Class 20 contains 21752 members 
Mstep: Class 21 contains 91647 members 
Mstep: Class 22 contains 19466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40815112.000000 Penalty: 42554.226562
Iteration 38Q: 21 clusters Score -4.081511e+07 nChanged 1257
Entering ConstructFrom: 
Score: -40815112.000000 Penalty: 42554.226562
Entering ConstructFrom: 
Trying to split cluster 1 (7196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Entering Unmasked Estep 
Score: -585197.312500 Penalty: 1443.208130
	Iteration 0F: 2 clusters Score -585197.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -579836.562500 Penalty: 2886.416260
	Iteration 0F: 3 clusters Score -579836.6 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -581730.750000 Penalty: 2886.416260
	Iteration 1F: 3 clusters Score -581730.8 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -582259.000000 Penalty: 2886.416260
	Iteration 2F: 3 clusters Score -582259 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -582831.562500 Penalty: 2886.416260
	Iteration 3F: 3 clusters Score -582831.6 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -583560.125000 Penalty: 2886.416260
	Iteration 4F: 3 clusters Score -583560.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -584652.687500 Penalty: 2886.416260
	Iteration 5F: 3 clusters Score -584652.7 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -585994.750000 Penalty: 2886.416260
	Iteration 6F: 3 clusters Score -585994.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -586942.750000 Penalty: 2886.416260
	Iteration 7F: 3 clusters Score -586942.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -587415.562500 Penalty: 2886.416260
	Iteration 8Q: 3 clusters Score -587415.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -587613.437500 Penalty: 2886.416260
	Iteration 9Q: 3 clusters Score -587613.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -587673.000000 Penalty: 2886.416260
	Iteration 10Q: 3 clusters Score -587673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -587718.312500 Penalty: 2886.416260
	Iteration 11Q: 3 clusters Score -587718.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -587760.375000 Penalty: 2886.416260
	Iteration 12Q: 3 clusters Score -587760.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -587794.500000 Penalty: 2886.416260
	Iteration 13Q: 3 clusters Score -587794.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -587819.125000 Penalty: 2886.416260
	Iteration 14Q: 3 clusters Score -587819.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -587845.062500 Penalty: 2886.416260
	Iteration 15Q: 3 clusters Score -587845.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -587883.625000 Penalty: 2886.416260
	Iteration 16Q: 3 clusters Score -587883.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -587914.187500 Penalty: 2886.416260
	Iteration 17Q: 3 clusters Score -587914.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -587947.062500 Penalty: 2886.416260
	Iteration 18Q: 3 clusters Score -587947.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -587961.687500 Penalty: 2886.416260
	Iteration 19Q: 3 clusters Score -587961.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -587974.625000 Penalty: 2886.416260
	Iteration 20F: 3 clusters Score -587974.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -587983.625000 Penalty: 2886.416260
	Iteration 21Q: 3 clusters Score -587983.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -587989.937500 Penalty: 2886.416260
	Iteration 22Q: 3 clusters Score -587989.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -587990.250000 Penalty: 2886.416260
	Iteration 23Q: 3 clusters Score -587990.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -587990.687500 Penalty: 2886.416260
	Iteration 24Q: 3 clusters Score -587990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -587990.687500 Penalty: 2886.416260
	Iteration 25F: 3 clusters Score -587990.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 7153 members 
Mstep: Class 9 contains 5194 members 
Mstep: Class 10 contains 145354 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Entering Unmasked Estep 
Score: -40817644.000000 Penalty: 44681.937500
Splitting cluster 1 changes total score from -40815112.000000 to -40817644.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (4696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Entering Unmasked Estep 
Score: -408471.250000 Penalty: 1373.850830
	Iteration 0F: 2 clusters Score -408471.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -404658.875000 Penalty: 2747.701660
	Iteration 0F: 3 clusters Score -404658.9 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -405689.343750 Penalty: 2747.701660
	Iteration 1F: 3 clusters Score -405689.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -405892.281250 Penalty: 2747.701660
	Iteration 2F: 3 clusters Score -405892.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -406055.875000 Penalty: 2747.701660
	Iteration 3F: 3 clusters Score -406055.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -406239.031250 Penalty: 2747.701660
	Iteration 4F: 3 clusters Score -406239 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -406419.906250 Penalty: 2747.701660
	Iteration 5Q: 3 clusters Score -406419.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -406612.343750 Penalty: 2747.701660
	Iteration 6F: 3 clusters Score -406612.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -406799.500000 Penalty: 2747.701660
	Iteration 7F: 3 clusters Score -406799.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -406997.031250 Penalty: 2747.701660
	Iteration 8F: 3 clusters Score -406997 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -407123.156250 Penalty: 2747.701660
	Iteration 9Q: 3 clusters Score -407123.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -407209.312500 Penalty: 2747.701660
	Iteration 10Q: 3 clusters Score -407209.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -407284.468750 Penalty: 2747.701660
	Iteration 11Q: 3 clusters Score -407284.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -407342.937500 Penalty: 2747.701660
	Iteration 12Q: 3 clusters Score -407342.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -407387.687500 Penalty: 2747.701660
	Iteration 13Q: 3 clusters Score -407387.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -407423.281250 Penalty: 2747.701660
	Iteration 14Q: 3 clusters Score -407423.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -407454.406250 Penalty: 2747.701660
	Iteration 15Q: 3 clusters Score -407454.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -407477.187500 Penalty: 2747.701660
	Iteration 16Q: 3 clusters Score -407477.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -407493.000000 Penalty: 2747.701660
	Iteration 17Q: 3 clusters Score -407493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -407504.406250 Penalty: 2747.701660
	Iteration 18Q: 3 clusters Score -407504.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -407516.500000 Penalty: 2747.701660
	Iteration 19Q: 3 clusters Score -407516.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -407524.375000 Penalty: 2747.701660
	Iteration 20F: 3 clusters Score -407524.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -407532.000000 Penalty: 2747.701660
	Iteration 21Q: 3 clusters Score -407532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -407536.312500 Penalty: 2747.701660
	Iteration 22Q: 3 clusters Score -407536.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -407538.281250 Penalty: 2747.701660
	Iteration 23Q: 3 clusters Score -407538.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -407539.093750 Penalty: 2747.701660
	Iteration 24Q: 3 clusters Score -407539.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -407539.687500 Penalty: 2747.701660
	Iteration 25Q: 3 clusters Score -407539.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -407540.875000 Penalty: 2747.701660
	Iteration 26Q: 3 clusters Score -407540.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -407541.625000 Penalty: 2747.701660
	Iteration 27Q: 3 clusters Score -407541.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -407542.562500 Penalty: 2747.701660
	Iteration 28Q: 3 clusters Score -407542.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -407543.312500 Penalty: 2747.701660
	Iteration 29Q: 3 clusters Score -407543.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -407544.750000 Penalty: 2747.701660
	Iteration 30Q: 3 clusters Score -407544.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -407545.562500 Penalty: 2747.701660
	Iteration 31Q: 3 clusters Score -407545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -407546.562500 Penalty: 2747.701660
	Iteration 32Q: 3 clusters Score -407546.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -407547.656250 Penalty: 2747.701660
	Iteration 33Q: 3 clusters Score -407547.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -407547.750000 Penalty: 2747.701660
	Iteration 34Q: 3 clusters Score -407547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -407548.687500 Penalty: 2747.701660
	Iteration 35Q: 3 clusters Score -407548.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -407548.968750 Penalty: 2747.701660
	Iteration 36Q: 3 clusters Score -407549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -407548.625000 Penalty: 2747.701660
	Iteration 37Q: 3 clusters Score -407548.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -407550.062500 Penalty: 2747.701660
	Iteration 38Q: 3 clusters Score -407550.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -407550.093750 Penalty: 2747.701660
	Iteration 39Q: 3 clusters Score -407550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -407550.906250 Penalty: 2747.701660
	Iteration 40F: 3 clusters Score -407550.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -407552.500000 Penalty: 2747.701660
	Iteration 41Q: 3 clusters Score -407552.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -407553.687500 Penalty: 2747.701660
	Iteration 42Q: 3 clusters Score -407553.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -407555.218750 Penalty: 2747.701660
	Iteration 43Q: 3 clusters Score -407555.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -407556.843750 Penalty: 2747.701660
	Iteration 44Q: 3 clusters Score -407556.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -407558.375000 Penalty: 2747.701660
	Iteration 45Q: 3 clusters Score -407558.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -407559.718750 Penalty: 2747.701660
	Iteration 46Q: 3 clusters Score -407559.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -407561.187500 Penalty: 2747.701660
	Iteration 47Q: 3 clusters Score -407561.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -407562.000000 Penalty: 2747.701660
	Iteration 48Q: 3 clusters Score -407562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -407563.000000 Penalty: 2747.701660
	Iteration 49Q: 3 clusters Score -407563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -407562.656250 Penalty: 2747.701660
	Iteration 50Q: 3 clusters Score -407562.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -407563.281250 Penalty: 2747.701660
	Iteration 51Q: 3 clusters Score -407563.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -407563.906250 Penalty: 2747.701660
	Iteration 52Q: 3 clusters Score -407563.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -407563.625000 Penalty: 2747.701660
	Iteration 53Q: 3 clusters Score -407563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -407564.656250 Penalty: 2747.701660
	Iteration 54Q: 3 clusters Score -407564.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -407565.218750 Penalty: 2747.701660
	Iteration 55Q: 3 clusters Score -407565.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -407565.218750 Penalty: 2747.701660
	Iteration 56F: 3 clusters Score -407565.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Entering Unmasked Estep 
Score: -3325807.750000 Penalty: 1711.894043
	Iteration 0F: 2 clusters Score -3325808 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -3300535.750000 Penalty: 3423.788086
	Iteration 0F: 3 clusters Score -3300536 nChanged 17443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -3310525.500000 Penalty: 3423.788086
	Iteration 1F: 3 clusters Score -3310526 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -3311170.500000 Penalty: 3423.788086
	Iteration 2Q: 3 clusters Score -3311170 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16489 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -3311956.250000 Penalty: 3423.788086
	Iteration 3Q: 3 clusters Score -3311956 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -3313013.500000 Penalty: 3423.788086
	Iteration 4F: 3 clusters Score -3313014 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -3314473.250000 Penalty: 3423.788086
	Iteration 5F: 3 clusters Score -3314473 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -3316110.250000 Penalty: 3423.788086
	Iteration 6F: 3 clusters Score -3316110 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -3317854.500000 Penalty: 3423.788086
	Iteration 7F: 3 clusters Score -3317854 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 29084 members 
Entering Unmasked Estep 
Score: -3319456.500000 Penalty: 3423.788086
	Iteration 8F: 3 clusters Score -3319456 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -3320854.500000 Penalty: 3423.788086
	Iteration 9Q: 3 clusters Score -3320854 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -3321891.750000 Penalty: 3423.788086
	Iteration 10Q: 3 clusters Score -3321892 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -3322556.000000 Penalty: 3423.788086
	Iteration 11Q: 3 clusters Score -3322556 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -3322971.500000 Penalty: 3423.788086
	Iteration 12Q: 3 clusters Score -3322972 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -3323344.250000 Penalty: 3423.788086
	Iteration 13Q: 3 clusters Score -3323344 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -3323640.500000 Penalty: 3423.788086
	Iteration 14Q: 3 clusters Score -3323640 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -3323886.500000 Penalty: 3423.788086
	Iteration 15Q: 3 clusters Score -3323886 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 34732 members 
Entering Unmasked Estep 
Score: -3324094.500000 Penalty: 3423.788086
	Iteration 16Q: 3 clusters Score -3324094 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -3324250.250000 Penalty: 3423.788086
	Iteration 17Q: 3 clusters Score -3324250 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -3324341.500000 Penalty: 3423.788086
	Iteration 18Q: 3 clusters Score -3324342 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -3324416.000000 Penalty: 3423.788086
	Iteration 19Q: 3 clusters Score -3324416 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -3324480.250000 Penalty: 3423.788086
	Iteration 20F: 3 clusters Score -3324480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3324532.000000 Penalty: 3423.788086
	Iteration 21Q: 3 clusters Score -3324532 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -3324575.750000 Penalty: 3423.788086
	Iteration 22Q: 3 clusters Score -3324576 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3324604.750000 Penalty: 3423.788086
	Iteration 23Q: 3 clusters Score -3324605 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -3324635.250000 Penalty: 3423.788086
	Iteration 24Q: 3 clusters Score -3324635 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3324643.000000 Penalty: 3423.788086
	Iteration 25Q: 3 clusters Score -3324643 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -3324670.750000 Penalty: 3423.788086
	Iteration 26Q: 3 clusters Score -3324671 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -3324707.000000 Penalty: 3423.788086
	Iteration 27Q: 3 clusters Score -3324707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -3324746.000000 Penalty: 3423.788086
	Iteration 28Q: 3 clusters Score -3324746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -3324767.750000 Penalty: 3423.788086
	Iteration 29Q: 3 clusters Score -3324768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -3324782.500000 Penalty: 3423.788086
	Iteration 30Q: 3 clusters Score -3324782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -3324799.000000 Penalty: 3423.788086
	Iteration 31Q: 3 clusters Score -3324799 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -3324812.500000 Penalty: 3423.788086
	Iteration 32Q: 3 clusters Score -3324812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -3324823.500000 Penalty: 3423.788086
	Iteration 33Q: 3 clusters Score -3324824 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -3324835.250000 Penalty: 3423.788086
	Iteration 34Q: 3 clusters Score -3324835 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -3324858.000000 Penalty: 3423.788086
	Iteration 35Q: 3 clusters Score -3324858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 36446 members 
Entering Unmasked Estep 
Score: -3324868.250000 Penalty: 3423.788086
	Iteration 36Q: 3 clusters Score -3324868 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 36469 members 
Entering Unmasked Estep 
Score: -3324879.750000 Penalty: 3423.788086
	Iteration 37Q: 3 clusters Score -3324880 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -3324878.250000 Penalty: 3423.788086
	Iteration 38Q: 3 clusters Score -3324878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3324892.000000 Penalty: 3423.788086
	Iteration 39Q: 3 clusters Score -3324892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 36528 members 
Entering Unmasked Estep 
Score: -3324895.750000 Penalty: 3423.788086
	Iteration 40F: 3 clusters Score -3324896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -3324893.000000 Penalty: 3423.788086
	Iteration 41Q: 3 clusters Score -3324893 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -3324900.750000 Penalty: 3423.788086
	Iteration 42Q: 3 clusters Score -3324901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 36558 members 
Entering Unmasked Estep 
Score: -3324908.750000 Penalty: 3423.788086
	Iteration 43Q: 3 clusters Score -3324909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -3324910.250000 Penalty: 3423.788086
	Iteration 44Q: 3 clusters Score -3324910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -3324917.500000 Penalty: 3423.788086
	Iteration 45Q: 3 clusters Score -3324918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 36579 members 
Entering Unmasked Estep 
Score: -3324925.750000 Penalty: 3423.788086
	Iteration 46Q: 3 clusters Score -3324926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -3324920.000000 Penalty: 3423.788086
	Iteration 47Q: 3 clusters Score -3324920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -3324923.750000 Penalty: 3423.788086
	Iteration 48Q: 3 clusters Score -3324924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -3324920.750000 Penalty: 3423.788086
	Iteration 49Q: 3 clusters Score -3324921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -3324922.250000 Penalty: 3423.788086
	Iteration 50Q: 3 clusters Score -3324922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 36589 members 
Entering Unmasked Estep 
Score: -3324922.250000 Penalty: 3423.788086
	Iteration 51F: 3 clusters Score -3324922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (16018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16018 members 
Entering Unmasked Estep 
Score: -1411854.250000 Penalty: 1573.238525
	Iteration 0F: 2 clusters Score -1411854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1400838.500000 Penalty: 3146.477051
	Iteration 0F: 3 clusters Score -1400838 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1404698.625000 Penalty: 3146.477051
	Iteration 1F: 3 clusters Score -1404699 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1405013.625000 Penalty: 3146.477051
	Iteration 2F: 3 clusters Score -1405014 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1405279.250000 Penalty: 3146.477051
	Iteration 3Q: 3 clusters Score -1405279 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1405541.375000 Penalty: 3146.477051
	Iteration 4Q: 3 clusters Score -1405541 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1405844.500000 Penalty: 3146.477051
	Iteration 5Q: 3 clusters Score -1405844 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1406163.375000 Penalty: 3146.477051
	Iteration 6Q: 3 clusters Score -1406163 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1406482.625000 Penalty: 3146.477051
	Iteration 7Q: 3 clusters Score -1406483 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1406863.625000 Penalty: 3146.477051
	Iteration 8Q: 3 clusters Score -1406864 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1407304.500000 Penalty: 3146.477051
	Iteration 9Q: 3 clusters Score -1407304 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1407753.750000 Penalty: 3146.477051
	Iteration 10Q: 3 clusters Score -1407754 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1408146.625000 Penalty: 3146.477051
	Iteration 11Q: 3 clusters Score -1408147 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1408430.000000 Penalty: 3146.477051
	Iteration 12Q: 3 clusters Score -1408430 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1408647.250000 Penalty: 3146.477051
	Iteration 13Q: 3 clusters Score -1408647 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1408820.625000 Penalty: 3146.477051
	Iteration 14Q: 3 clusters Score -1408821 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1408976.500000 Penalty: 3146.477051
	Iteration 15Q: 3 clusters Score -1408976 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1409132.875000 Penalty: 3146.477051
	Iteration 16Q: 3 clusters Score -1409133 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1409276.750000 Penalty: 3146.477051
	Iteration 17Q: 3 clusters Score -1409277 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -1409421.625000 Penalty: 3146.477051
	Iteration 18Q: 3 clusters Score -1409422 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1409562.250000 Penalty: 3146.477051
	Iteration 19Q: 3 clusters Score -1409562 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1409697.500000 Penalty: 3146.477051
	Iteration 20F: 3 clusters Score -1409698 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1409818.250000 Penalty: 3146.477051
	Iteration 21Q: 3 clusters Score -1409818 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1409915.250000 Penalty: 3146.477051
	Iteration 22Q: 3 clusters Score -1409915 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1410012.625000 Penalty: 3146.477051
	Iteration 23Q: 3 clusters Score -1410013 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1410094.250000 Penalty: 3146.477051
	Iteration 24Q: 3 clusters Score -1410094 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1410168.500000 Penalty: 3146.477051
	Iteration 25Q: 3 clusters Score -1410168 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1410241.500000 Penalty: 3146.477051
	Iteration 26Q: 3 clusters Score -1410242 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1410301.625000 Penalty: 3146.477051
	Iteration 27Q: 3 clusters Score -1410302 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1410372.000000 Penalty: 3146.477051
	Iteration 28Q: 3 clusters Score -1410372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -1410445.750000 Penalty: 3146.477051
	Iteration 29Q: 3 clusters Score -1410446 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1410509.750000 Penalty: 3146.477051
	Iteration 30Q: 3 clusters Score -1410510 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1410546.000000 Penalty: 3146.477051
	Iteration 31Q: 3 clusters Score -1410546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1410587.375000 Penalty: 3146.477051
	Iteration 32Q: 3 clusters Score -1410587 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1410631.250000 Penalty: 3146.477051
	Iteration 33Q: 3 clusters Score -1410631 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1410661.125000 Penalty: 3146.477051
	Iteration 34Q: 3 clusters Score -1410661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1410674.750000 Penalty: 3146.477051
	Iteration 35Q: 3 clusters Score -1410675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1410684.500000 Penalty: 3146.477051
	Iteration 36Q: 3 clusters Score -1410684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1410689.625000 Penalty: 3146.477051
	Iteration 37Q: 3 clusters Score -1410690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1410694.875000 Penalty: 3146.477051
	Iteration 38Q: 3 clusters Score -1410695 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1410701.750000 Penalty: 3146.477051
	Iteration 39Q: 3 clusters Score -1410702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1410707.125000 Penalty: 3146.477051
	Iteration 40F: 3 clusters Score -1410707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1410707.250000 Penalty: 3146.477051
	Iteration 41Q: 3 clusters Score -1410707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1410708.875000 Penalty: 3146.477051
	Iteration 42Q: 3 clusters Score -1410709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1410710.625000 Penalty: 3146.477051
	Iteration 43Q: 3 clusters Score -1410711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1410714.625000 Penalty: 3146.477051
	Iteration 44Q: 3 clusters Score -1410715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1410714.750000 Penalty: 3146.477051
	Iteration 45Q: 3 clusters Score -1410715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1410719.125000 Penalty: 3146.477051
	Iteration 46Q: 3 clusters Score -1410719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1410721.125000 Penalty: 3146.477051
	Iteration 47Q: 3 clusters Score -1410721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1410723.500000 Penalty: 3146.477051
	Iteration 48Q: 3 clusters Score -1410724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1410723.500000 Penalty: 3146.477051
	Iteration 49F: 3 clusters Score -1410724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Entering Unmasked Estep 
Score: -71484.460938 Penalty: 1088.468506
	Iteration 0F: 2 clusters Score -71484.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -70169.671875 Penalty: 2176.937012
	Iteration 0F: 3 clusters Score -70169.67 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -70406.968750 Penalty: 2176.937012
	Iteration 1F: 3 clusters Score -70406.97 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70456.390625 Penalty: 2176.937012
	Iteration 2F: 3 clusters Score -70456.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -70478.562500 Penalty: 2176.937012
	Iteration 3Q: 3 clusters Score -70478.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70495.531250 Penalty: 2176.937012
	Iteration 4Q: 3 clusters Score -70495.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70500.046875 Penalty: 2176.937012
	Iteration 5Q: 3 clusters Score -70500.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70506.507812 Penalty: 2176.937012
	Iteration 6Q: 3 clusters Score -70506.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70508.531250 Penalty: 2176.937012
	Iteration 7Q: 3 clusters Score -70508.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70509.531250 Penalty: 2176.937012
	Iteration 8Q: 3 clusters Score -70509.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70510.906250 Penalty: 2176.937012
	Iteration 9Q: 3 clusters Score -70510.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -70510.906250 Penalty: 2176.937012
	Iteration 10F: 3 clusters Score -70510.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (22532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Entering Unmasked Estep 
Score: -1975473.875000 Penalty: 1628.687378
	Iteration 0F: 2 clusters Score -1975474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1960248.875000 Penalty: 3257.374756
	Iteration 0F: 3 clusters Score -1960249 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1965868.125000 Penalty: 3257.374756
	Iteration 1F: 3 clusters Score -1965868 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 10278 members 
Entering Unmasked Estep 
Score: -1966365.125000 Penalty: 3257.374756
	Iteration 2Q: 3 clusters Score -1966365 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1967004.500000 Penalty: 3257.374756
	Iteration 3F: 3 clusters Score -1967004 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1967811.375000 Penalty: 3257.374756
	Iteration 4F: 3 clusters Score -1967811 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1968688.250000 Penalty: 3257.374756
	Iteration 5F: 3 clusters Score -1968688 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14814 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1969700.750000 Penalty: 3257.374756
	Iteration 6F: 3 clusters Score -1969701 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1970769.750000 Penalty: 3257.374756
	Iteration 7F: 3 clusters Score -1970770 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1971898.500000 Penalty: 3257.374756
	Iteration 8F: 3 clusters Score -1971898 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1972780.000000 Penalty: 3257.374756
	Iteration 9F: 3 clusters Score -1972780 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1973274.500000 Penalty: 3257.374756
	Iteration 10Q: 3 clusters Score -1973274 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1973564.250000 Penalty: 3257.374756
	Iteration 11Q: 3 clusters Score -1973564 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1973676.375000 Penalty: 3257.374756
	Iteration 12Q: 3 clusters Score -1973676 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1973759.875000 Penalty: 3257.374756
	Iteration 13Q: 3 clusters Score -1973760 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1973809.375000 Penalty: 3257.374756
	Iteration 14Q: 3 clusters Score -1973809 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1973847.625000 Penalty: 3257.374756
	Iteration 15Q: 3 clusters Score -1973848 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1973872.125000 Penalty: 3257.374756
	Iteration 16Q: 3 clusters Score -1973872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1973892.750000 Penalty: 3257.374756
	Iteration 17Q: 3 clusters Score -1973893 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -1973911.500000 Penalty: 3257.374756
	Iteration 18Q: 3 clusters Score -1973912 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1973917.125000 Penalty: 3257.374756
	Iteration 19Q: 3 clusters Score -1973917 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1973935.625000 Penalty: 3257.374756
	Iteration 20F: 3 clusters Score -1973936 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1973949.375000 Penalty: 3257.374756
	Iteration 21Q: 3 clusters Score -1973949 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1973958.000000 Penalty: 3257.374756
	Iteration 22Q: 3 clusters Score -1973958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1973969.750000 Penalty: 3257.374756
	Iteration 23Q: 3 clusters Score -1973970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1973982.625000 Penalty: 3257.374756
	Iteration 24Q: 3 clusters Score -1973983 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1973995.625000 Penalty: 3257.374756
	Iteration 25Q: 3 clusters Score -1973996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1974005.000000 Penalty: 3257.374756
	Iteration 26Q: 3 clusters Score -1974005 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -1974021.625000 Penalty: 3257.374756
	Iteration 27Q: 3 clusters Score -1974022 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1974040.625000 Penalty: 3257.374756
	Iteration 28Q: 3 clusters Score -1974041 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1974057.125000 Penalty: 3257.374756
	Iteration 29Q: 3 clusters Score -1974057 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1974066.375000 Penalty: 3257.374756
	Iteration 30Q: 3 clusters Score -1974066 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1974074.625000 Penalty: 3257.374756
	Iteration 31Q: 3 clusters Score -1974075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1974085.750000 Penalty: 3257.374756
	Iteration 32Q: 3 clusters Score -1974086 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1974093.000000 Penalty: 3257.374756
	Iteration 33Q: 3 clusters Score -1974093 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1974099.000000 Penalty: 3257.374756
	Iteration 34Q: 3 clusters Score -1974099 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1974100.000000 Penalty: 3257.374756
	Iteration 35Q: 3 clusters Score -1974100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1974100.250000 Penalty: 3257.374756
	Iteration 36Q: 3 clusters Score -1974100 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1974105.500000 Penalty: 3257.374756
	Iteration 37Q: 3 clusters Score -1974106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1974111.125000 Penalty: 3257.374756
	Iteration 38Q: 3 clusters Score -1974111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1974111.750000 Penalty: 3257.374756
	Iteration 39Q: 3 clusters Score -1974112 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1974116.375000 Penalty: 3257.374756
	Iteration 40F: 3 clusters Score -1974116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1974117.750000 Penalty: 3257.374756
	Iteration 41Q: 3 clusters Score -1974118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1974119.250000 Penalty: 3257.374756
	Iteration 42Q: 3 clusters Score -1974119 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1974124.125000 Penalty: 3257.374756
	Iteration 43Q: 3 clusters Score -1974124 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1974133.250000 Penalty: 3257.374756
	Iteration 44Q: 3 clusters Score -1974133 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1974137.125000 Penalty: 3257.374756
	Iteration 45Q: 3 clusters Score -1974137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1974142.125000 Penalty: 3257.374756
	Iteration 46Q: 3 clusters Score -1974142 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1974147.750000 Penalty: 3257.374756
	Iteration 47Q: 3 clusters Score -1974148 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1974154.250000 Penalty: 3257.374756
	Iteration 48Q: 3 clusters Score -1974154 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1974162.125000 Penalty: 3257.374756
	Iteration 49Q: 3 clusters Score -1974162 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16055 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1974164.125000 Penalty: 3257.374756
	Iteration 50Q: 3 clusters Score -1974164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1974169.875000 Penalty: 3257.374756
	Iteration 51Q: 3 clusters Score -1974170 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1974171.625000 Penalty: 3257.374756
	Iteration 52Q: 3 clusters Score -1974172 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1974176.750000 Penalty: 3257.374756
	Iteration 53Q: 3 clusters Score -1974177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1974183.625000 Penalty: 3257.374756
	Iteration 54Q: 3 clusters Score -1974184 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1974193.500000 Penalty: 3257.374756
	Iteration 55Q: 3 clusters Score -1974194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15876 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1974193.875000 Penalty: 3257.374756
	Iteration 56Q: 3 clusters Score -1974194 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1974197.750000 Penalty: 3257.374756
	Iteration 57Q: 3 clusters Score -1974198 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1974197.500000 Penalty: 3257.374756
	Iteration 58Q: 3 clusters Score -1974198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1974202.500000 Penalty: 3257.374756
	Iteration 59Q: 3 clusters Score -1974202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1974204.000000 Penalty: 3257.374756
	Iteration 60F: 3 clusters Score -1974204 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1974207.375000 Penalty: 3257.374756
	Iteration 61Q: 3 clusters Score -1974207 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1974211.000000 Penalty: 3257.374756
	Iteration 62Q: 3 clusters Score -1974211 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1974213.625000 Penalty: 3257.374756
	Iteration 63Q: 3 clusters Score -1974214 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1974216.125000 Penalty: 3257.374756
	Iteration 64Q: 3 clusters Score -1974216 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1974216.750000 Penalty: 3257.374756
	Iteration 65Q: 3 clusters Score -1974217 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1974223.000000 Penalty: 3257.374756
	Iteration 66Q: 3 clusters Score -1974223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1974221.000000 Penalty: 3257.374756
	Iteration 67Q: 3 clusters Score -1974221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1974221.875000 Penalty: 3257.374756
	Iteration 68Q: 3 clusters Score -1974222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1974221.000000 Penalty: 3257.374756
	Iteration 69Q: 3 clusters Score -1974221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1974224.250000 Penalty: 3257.374756
	Iteration 70Q: 3 clusters Score -1974224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1974227.500000 Penalty: 3257.374756
	Iteration 71Q: 3 clusters Score -1974228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1974226.250000 Penalty: 3257.374756
	Iteration 72Q: 3 clusters Score -1974226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1974226.250000 Penalty: 3257.374756
	Iteration 73Q: 3 clusters Score -1974226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1974227.125000 Penalty: 3257.374756
	Iteration 74Q: 3 clusters Score -1974227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1974230.250000 Penalty: 3257.374756
	Iteration 75Q: 3 clusters Score -1974230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1974229.000000 Penalty: 3257.374756
	Iteration 76Q: 3 clusters Score -1974229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1974228.125000 Penalty: 3257.374756
	Iteration 77Q: 3 clusters Score -1974228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1974227.125000 Penalty: 3257.374756
	Iteration 78Q: 3 clusters Score -1974227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1974226.750000 Penalty: 3257.374756
	Iteration 79Q: 3 clusters Score -1974227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1974226.500000 Penalty: 3257.374756
	Iteration 80F: 3 clusters Score -1974226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1974223.500000 Penalty: 3257.374756
	Iteration 81Q: 3 clusters Score -1974224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -1974225.125000 Penalty: 3257.374756
	Iteration 82Q: 3 clusters Score -1974225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1974225.625000 Penalty: 3257.374756
	Iteration 83Q: 3 clusters Score -1974226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1974223.750000 Penalty: 3257.374756
	Iteration 84Q: 3 clusters Score -1974224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1974229.250000 Penalty: 3257.374756
	Iteration 85Q: 3 clusters Score -1974229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1974227.250000 Penalty: 3257.374756
	Iteration 86Q: 3 clusters Score -1974227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1974224.250000 Penalty: 3257.374756
	Iteration 87Q: 3 clusters Score -1974224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1974226.625000 Penalty: 3257.374756
	Iteration 88Q: 3 clusters Score -1974227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1974223.750000 Penalty: 3257.374756
	Iteration 89Q: 3 clusters Score -1974224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1974226.375000 Penalty: 3257.374756
	Iteration 90Q: 3 clusters Score -1974226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1974228.125000 Penalty: 3257.374756
	Iteration 91Q: 3 clusters Score -1974228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1974230.375000 Penalty: 3257.374756
	Iteration 92Q: 3 clusters Score -1974230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1974229.000000 Penalty: 3257.374756
	Iteration 93Q: 3 clusters Score -1974229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1974228.500000 Penalty: 3257.374756
	Iteration 94Q: 3 clusters Score -1974228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1974230.250000 Penalty: 3257.374756
	Iteration 95Q: 3 clusters Score -1974230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1974229.375000 Penalty: 3257.374756
	Iteration 96Q: 3 clusters Score -1974229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1974231.625000 Penalty: 3257.374756
	Iteration 97Q: 3 clusters Score -1974232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1974231.625000 Penalty: 3257.374756
	Iteration 98Q: 3 clusters Score -1974232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1974232.875000 Penalty: 3257.374756
	Iteration 99Q: 3 clusters Score -1974233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1974231.000000 Penalty: 3257.374756
	Iteration 100F: 3 clusters Score -1974231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1974230.000000 Penalty: 3257.374756
	Iteration 101Q: 3 clusters Score -1974230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1974230.000000 Penalty: 3257.374756
	Iteration 102F: 3 clusters Score -1974230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Entering Unmasked Estep 
Score: -541038.687500 Penalty: 1442.234131
	Iteration 0F: 2 clusters Score -541038.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -535868.625000 Penalty: 2884.468262
	Iteration 0F: 3 clusters Score -535868.6 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -538238.000000 Penalty: 2884.468262
	Iteration 1F: 3 clusters Score -538238 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -539854.562500 Penalty: 2884.468262
	Iteration 2F: 3 clusters Score -539854.6 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -541899.375000 Penalty: 2884.468262
	Iteration 3F: 3 clusters Score -541899.4 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -543270.500000 Penalty: 2884.468262
	Iteration 4F: 3 clusters Score -543270.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -543926.812500 Penalty: 2884.468262
	Iteration 5F: 3 clusters Score -543926.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -544358.687500 Penalty: 2884.468262
	Iteration 6Q: 3 clusters Score -544358.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -544744.562500 Penalty: 2884.468262
	Iteration 7Q: 3 clusters Score -544744.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -544973.812500 Penalty: 2884.468262
	Iteration 8Q: 3 clusters Score -544973.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -545130.562500 Penalty: 2884.468262
	Iteration 9Q: 3 clusters Score -545130.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -545290.437500 Penalty: 2884.468262
	Iteration 10Q: 3 clusters Score -545290.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -545446.125000 Penalty: 2884.468262
	Iteration 11Q: 3 clusters Score -545446.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -545560.125000 Penalty: 2884.468262
	Iteration 12Q: 3 clusters Score -545560.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -545613.125000 Penalty: 2884.468262
	Iteration 13Q: 3 clusters Score -545613.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -545636.875000 Penalty: 2884.468262
	Iteration 14Q: 3 clusters Score -545636.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -545653.812500 Penalty: 2884.468262
	Iteration 15Q: 3 clusters Score -545653.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -545661.437500 Penalty: 2884.468262
	Iteration 16Q: 3 clusters Score -545661.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -545675.875000 Penalty: 2884.468262
	Iteration 17Q: 3 clusters Score -545675.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -545688.875000 Penalty: 2884.468262
	Iteration 18Q: 3 clusters Score -545688.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -545694.125000 Penalty: 2884.468262
	Iteration 19Q: 3 clusters Score -545694.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -545704.062500 Penalty: 2884.468262
	Iteration 20F: 3 clusters Score -545704.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -545714.687500 Penalty: 2884.468262
	Iteration 21Q: 3 clusters Score -545714.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -545723.437500 Penalty: 2884.468262
	Iteration 22Q: 3 clusters Score -545723.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -545728.062500 Penalty: 2884.468262
	Iteration 23Q: 3 clusters Score -545728.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -545729.062500 Penalty: 2884.468262
	Iteration 24Q: 3 clusters Score -545729.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -545730.687500 Penalty: 2884.468262
	Iteration 25Q: 3 clusters Score -545730.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -545730.187500 Penalty: 2884.468262
	Iteration 26Q: 3 clusters Score -545730.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -545735.312500 Penalty: 2884.468262
	Iteration 27Q: 3 clusters Score -545735.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -545739.437500 Penalty: 2884.468262
	Iteration 28Q: 3 clusters Score -545739.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -545739.625000 Penalty: 2884.468262
	Iteration 29Q: 3 clusters Score -545739.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -545740.562500 Penalty: 2884.468262
	Iteration 30Q: 3 clusters Score -545740.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -545741.875000 Penalty: 2884.468262
	Iteration 31Q: 3 clusters Score -545741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -545741.875000 Penalty: 2884.468262
	Iteration 32F: 3 clusters Score -545741.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 5194 members 
Mstep: Class 10 contains 145354 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Entering Unmasked Estep 
Score: -40821668.000000 Penalty: 46809.648438
Splitting cluster 8 changes total score from -40815112.000000 to -40821668.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (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: -422225.406250 Penalty: 1390.229736
	Iteration 0F: 2 clusters Score -422225.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -418125.500000 Penalty: 2780.459473
	Iteration 0F: 3 clusters Score -418125.5 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -419778.812500 Penalty: 2780.459473
	Iteration 1F: 3 clusters Score -419778.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -420335.937500 Penalty: 2780.459473
	Iteration 2F: 3 clusters Score -420335.9 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -420970.375000 Penalty: 2780.459473
	Iteration 3F: 3 clusters Score -420970.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -421477.031250 Penalty: 2780.459473
	Iteration 4F: 3 clusters Score -421477 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -421784.656250 Penalty: 2780.459473
	Iteration 5F: 3 clusters Score -421784.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -421967.062500 Penalty: 2780.459473
	Iteration 6Q: 3 clusters Score -421967.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -422081.718750 Penalty: 2780.459473
	Iteration 7Q: 3 clusters Score -422081.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -422198.093750 Penalty: 2780.459473
	Iteration 8Q: 3 clusters Score -422198.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -422353.531250 Penalty: 2780.459473
	Iteration 9Q: 3 clusters Score -422353.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -422582.812500 Penalty: 2780.459473
	Iteration 10Q: 3 clusters Score -422582.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -422733.125000 Penalty: 2780.459473
	Iteration 11Q: 3 clusters Score -422733.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -422786.218750 Penalty: 2780.459473
	Iteration 12Q: 3 clusters Score -422786.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -422815.437500 Penalty: 2780.459473
	Iteration 13Q: 3 clusters Score -422815.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -422848.062500 Penalty: 2780.459473
	Iteration 14Q: 3 clusters Score -422848.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -422880.562500 Penalty: 2780.459473
	Iteration 15Q: 3 clusters Score -422880.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -422901.125000 Penalty: 2780.459473
	Iteration 16Q: 3 clusters Score -422901.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -422936.343750 Penalty: 2780.459473
	Iteration 17Q: 3 clusters Score -422936.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -422977.562500 Penalty: 2780.459473
	Iteration 18Q: 3 clusters Score -422977.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -423015.687500 Penalty: 2780.459473
	Iteration 19Q: 3 clusters Score -423015.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -423044.000000 Penalty: 2780.459473
	Iteration 20F: 3 clusters Score -423044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423077.281250 Penalty: 2780.459473
	Iteration 21Q: 3 clusters Score -423077.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -423096.281250 Penalty: 2780.459473
	Iteration 22Q: 3 clusters Score -423096.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -423107.718750 Penalty: 2780.459473
	Iteration 23Q: 3 clusters Score -423107.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -423114.375000 Penalty: 2780.459473
	Iteration 24Q: 3 clusters Score -423114.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -423118.906250 Penalty: 2780.459473
	Iteration 25Q: 3 clusters Score -423118.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -423122.656250 Penalty: 2780.459473
	Iteration 26Q: 3 clusters Score -423122.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -423131.031250 Penalty: 2780.459473
	Iteration 27Q: 3 clusters Score -423131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -423137.687500 Penalty: 2780.459473
	Iteration 28Q: 3 clusters Score -423137.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -423142.187500 Penalty: 2780.459473
	Iteration 29Q: 3 clusters Score -423142.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -423145.531250 Penalty: 2780.459473
	Iteration 30Q: 3 clusters Score -423145.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -423148.250000 Penalty: 2780.459473
	Iteration 31Q: 3 clusters Score -423148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -423148.218750 Penalty: 2780.459473
	Iteration 32Q: 3 clusters Score -423148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -423149.406250 Penalty: 2780.459473
	Iteration 33Q: 3 clusters Score -423149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -423149.437500 Penalty: 2780.459473
	Iteration 34Q: 3 clusters Score -423149.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423150.125000 Penalty: 2780.459473
	Iteration 35Q: 3 clusters Score -423150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -423150.125000 Penalty: 2780.459473
	Iteration 36F: 3 clusters Score -423150.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 145354 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Entering Unmasked Estep 
Score: -40821876.000000 Penalty: 48937.359375
Splitting cluster 9 changes total score from -40815112.000000 to -40821876.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 10 (145354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145354 members 
Entering Unmasked Estep 
Score: -12600930.000000 Penalty: 1931.625732
	Iteration 0F: 2 clusters Score -1.260093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 72614 members 
Entering Unmasked Estep 
Score: -12503018.000000 Penalty: 3863.251465
	Iteration 0F: 3 clusters Score -1.250302e+07 nChanged 70321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73207 members 
Mstep: Class 2 contains 72147 members 
Entering Unmasked Estep 
Score: -12544605.000000 Penalty: 3863.251465
	Iteration 1F: 3 clusters Score -1.25446e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73053 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -12545995.000000 Penalty: 3863.251465
	Iteration 2Q: 3 clusters Score -1.2546e+07 nChanged 5402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 72757 members 
Entering Unmasked Estep 
Score: -12547769.000000 Penalty: 3863.251465
	Iteration 3Q: 3 clusters Score -1.254777e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -12550456.000000 Penalty: 3863.251465
	Iteration 4Q: 3 clusters Score -1.255046e+07 nChanged 7515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70141 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -12554043.000000 Penalty: 3863.251465
	Iteration 5F: 3 clusters Score -1.255404e+07 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68141 members 
Mstep: Class 2 contains 77213 members 
Entering Unmasked Estep 
Score: -12558227.000000 Penalty: 3863.251465
	Iteration 6F: 3 clusters Score -1.255823e+07 nChanged 8586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65873 members 
Mstep: Class 2 contains 79481 members 
Entering Unmasked Estep 
Score: -12562215.000000 Penalty: 3863.251465
	Iteration 7F: 3 clusters Score -1.256222e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63610 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -12565492.000000 Penalty: 3863.251465
	Iteration 8F: 3 clusters Score -1.256549e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61326 members 
Mstep: Class 2 contains 84028 members 
Entering Unmasked Estep 
Score: -12567924.000000 Penalty: 3863.251465
	Iteration 9Q: 3 clusters Score -1.256792e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 86383 members 
Entering Unmasked Estep 
Score: -12569944.000000 Penalty: 3863.251465
	Iteration 10Q: 3 clusters Score -1.256994e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 88929 members 
Entering Unmasked Estep 
Score: -12571787.000000 Penalty: 3863.251465
	Iteration 11Q: 3 clusters Score -1.257179e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53717 members 
Mstep: Class 2 contains 91637 members 
Entering Unmasked Estep 
Score: -12574156.000000 Penalty: 3863.251465
	Iteration 12Q: 3 clusters Score -1.257416e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 94594 members 
Entering Unmasked Estep 
Score: -12577281.000000 Penalty: 3863.251465
	Iteration 13Q: 3 clusters Score -1.257728e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47888 members 
Mstep: Class 2 contains 97466 members 
Entering Unmasked Estep 
Score: -12581421.000000 Penalty: 3863.251465
	Iteration 14Q: 3 clusters Score -1.258142e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 100021 members 
Entering Unmasked Estep 
Score: -12585732.000000 Penalty: 3863.251465
	Iteration 15Q: 3 clusters Score -1.258573e+07 nChanged 5163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 102142 members 
Entering Unmasked Estep 
Score: -12589922.000000 Penalty: 3863.251465
	Iteration 16Q: 3 clusters Score -1.258992e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41463 members 
Mstep: Class 2 contains 103891 members 
Entering Unmasked Estep 
Score: -12593584.000000 Penalty: 3863.251465
	Iteration 17Q: 3 clusters Score -1.259358e+07 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 105308 members 
Entering Unmasked Estep 
Score: -12597207.000000 Penalty: 3863.251465
	Iteration 18Q: 3 clusters Score -1.259721e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39106 members 
Mstep: Class 2 contains 106248 members 
Entering Unmasked Estep 
Score: -12599973.000000 Penalty: 3863.251465
	Iteration 19Q: 3 clusters Score -1.259997e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 106881 members 
Entering Unmasked Estep 
Score: -12601629.000000 Penalty: 3863.251465
	Iteration 20F: 3 clusters Score -1.260163e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38099 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -12602598.000000 Penalty: 3863.251465
	Iteration 21Q: 3 clusters Score -1.26026e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -12603177.000000 Penalty: 3863.251465
	Iteration 22Q: 3 clusters Score -1.260318e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 107512 members 
Entering Unmasked Estep 
Score: -12603596.000000 Penalty: 3863.251465
	Iteration 23Q: 3 clusters Score -1.26036e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 107534 members 
Entering Unmasked Estep 
Score: -12603923.000000 Penalty: 3863.251465
	Iteration 24Q: 3 clusters Score -1.260392e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 107543 members 
Entering Unmasked Estep 
Score: -12604236.000000 Penalty: 3863.251465
	Iteration 25Q: 3 clusters Score -1.260424e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37851 members 
Mstep: Class 2 contains 107503 members 
Entering Unmasked Estep 
Score: -12604436.000000 Penalty: 3863.251465
	Iteration 26Q: 3 clusters Score -1.260444e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 107459 members 
Entering Unmasked Estep 
Score: -12604573.000000 Penalty: 3863.251465
	Iteration 27Q: 3 clusters Score -1.260457e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 107451 members 
Entering Unmasked Estep 
Score: -12604660.000000 Penalty: 3863.251465
	Iteration 28Q: 3 clusters Score -1.260466e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37863 members 
Mstep: Class 2 contains 107491 members 
Entering Unmasked Estep 
Score: -12604732.000000 Penalty: 3863.251465
	Iteration 29Q: 3 clusters Score -1.260473e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37802 members 
Mstep: Class 2 contains 107552 members 
Entering Unmasked Estep 
Score: -12604788.000000 Penalty: 3863.251465
	Iteration 30Q: 3 clusters Score -1.260479e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 107612 members 
Entering Unmasked Estep 
Score: -12604805.000000 Penalty: 3863.251465
	Iteration 31Q: 3 clusters Score -1.26048e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -12604833.000000 Penalty: 3863.251465
	Iteration 32Q: 3 clusters Score -1.260483e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 107813 members 
Entering Unmasked Estep 
Score: -12604860.000000 Penalty: 3863.251465
	Iteration 33Q: 3 clusters Score -1.260486e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -12604885.000000 Penalty: 3863.251465
	Iteration 34Q: 3 clusters Score -1.260488e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -12604907.000000 Penalty: 3863.251465
	Iteration 35Q: 3 clusters Score -1.260491e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 108149 members 
Entering Unmasked Estep 
Score: -12604924.000000 Penalty: 3863.251465
	Iteration 36Q: 3 clusters Score -1.260492e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 108254 members 
Entering Unmasked Estep 
Score: -12604916.000000 Penalty: 3863.251465
	Iteration 37Q: 3 clusters Score -1.260492e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 108353 members 
Entering Unmasked Estep 
Score: -12604938.000000 Penalty: 3863.251465
	Iteration 38Q: 3 clusters Score -1.260494e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36899 members 
Mstep: Class 2 contains 108455 members 
Entering Unmasked Estep 
Score: -12604963.000000 Penalty: 3863.251465
	Iteration 39Q: 3 clusters Score -1.260496e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36812 members 
Mstep: Class 2 contains 108542 members 
Entering Unmasked Estep 
Score: -12604943.000000 Penalty: 3863.251465
	Iteration 40F: 3 clusters Score -1.260494e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 108639 members 
Entering Unmasked Estep 
Score: -12604950.000000 Penalty: 3863.251465
	Iteration 41Q: 3 clusters Score -1.260495e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 108741 members 
Entering Unmasked Estep 
Score: -12604922.000000 Penalty: 3863.251465
	Iteration 42Q: 3 clusters Score -1.260492e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 108826 members 
Entering Unmasked Estep 
Score: -12604917.000000 Penalty: 3863.251465
	Iteration 43Q: 3 clusters Score -1.260492e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 108896 members 
Entering Unmasked Estep 
Score: -12604940.000000 Penalty: 3863.251465
	Iteration 44Q: 3 clusters Score -1.260494e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 108970 members 
Entering Unmasked Estep 
Score: -12604930.000000 Penalty: 3863.251465
	Iteration 45Q: 3 clusters Score -1.260493e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 109029 members 
Entering Unmasked Estep 
Score: -12604903.000000 Penalty: 3863.251465
	Iteration 46Q: 3 clusters Score -1.26049e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 109098 members 
Entering Unmasked Estep 
Score: -12604911.000000 Penalty: 3863.251465
	Iteration 47Q: 3 clusters Score -1.260491e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 109160 members 
Entering Unmasked Estep 
Score: -12604914.000000 Penalty: 3863.251465
	Iteration 48Q: 3 clusters Score -1.260491e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 109204 members 
Entering Unmasked Estep 
Score: -12604928.000000 Penalty: 3863.251465
	Iteration 49Q: 3 clusters Score -1.260493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 109241 members 
Entering Unmasked Estep 
Score: -12604935.000000 Penalty: 3863.251465
	Iteration 50Q: 3 clusters Score -1.260494e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 109276 members 
Entering Unmasked Estep 
Score: -12604916.000000 Penalty: 3863.251465
	Iteration 51Q: 3 clusters Score -1.260492e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36044 members 
Mstep: Class 2 contains 109310 members 
Entering Unmasked Estep 
Score: -12604914.000000 Penalty: 3863.251465
	Iteration 52Q: 3 clusters Score -1.260491e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 109345 members 
Entering Unmasked Estep 
Score: -12604908.000000 Penalty: 3863.251465
	Iteration 53Q: 3 clusters Score -1.260491e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35980 members 
Mstep: Class 2 contains 109374 members 
Entering Unmasked Estep 
Score: -12604907.000000 Penalty: 3863.251465
	Iteration 54Q: 3 clusters Score -1.260491e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35950 members 
Mstep: Class 2 contains 109404 members 
Entering Unmasked Estep 
Score: -12604918.000000 Penalty: 3863.251465
	Iteration 55Q: 3 clusters Score -1.260492e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 109429 members 
Entering Unmasked Estep 
Score: -12604927.000000 Penalty: 3863.251465
	Iteration 56Q: 3 clusters Score -1.260493e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 109455 members 
Entering Unmasked Estep 
Score: -12604925.000000 Penalty: 3863.251465
	Iteration 57Q: 3 clusters Score -1.260492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 109474 members 
Entering Unmasked Estep 
Score: -12604905.000000 Penalty: 3863.251465
	Iteration 58Q: 3 clusters Score -1.26049e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 109500 members 
Entering Unmasked Estep 
Score: -12604916.000000 Penalty: 3863.251465
	Iteration 59Q: 3 clusters Score -1.260492e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 109533 members 
Entering Unmasked Estep 
Score: -12604937.000000 Penalty: 3863.251465
	Iteration 60F: 3 clusters Score -1.260494e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 109569 members 
Entering Unmasked Estep 
Score: -12604926.000000 Penalty: 3863.251465
	Iteration 61Q: 3 clusters Score -1.260493e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35754 members 
Mstep: Class 2 contains 109600 members 
Entering Unmasked Estep 
Score: -12604926.000000 Penalty: 3863.251465
	Iteration 62Q: 3 clusters Score -1.260493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35724 members 
Mstep: Class 2 contains 109630 members 
Entering Unmasked Estep 
Score: -12604934.000000 Penalty: 3863.251465
	Iteration 63Q: 3 clusters Score -1.260493e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 109658 members 
Entering Unmasked Estep 
Score: -12604931.000000 Penalty: 3863.251465
	Iteration 64Q: 3 clusters Score -1.260493e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35674 members 
Mstep: Class 2 contains 109680 members 
Entering Unmasked Estep 
Score: -12604940.000000 Penalty: 3863.251465
	Iteration 65Q: 3 clusters Score -1.260494e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -12604934.000000 Penalty: 3863.251465
	Iteration 66Q: 3 clusters Score -1.260493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35639 members 
Mstep: Class 2 contains 109715 members 
Entering Unmasked Estep 
Score: -12604943.000000 Penalty: 3863.251465
	Iteration 67Q: 3 clusters Score -1.260494e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -12604946.000000 Penalty: 3863.251465
	Iteration 68Q: 3 clusters Score -1.260495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -12604948.000000 Penalty: 3863.251465
	Iteration 69Q: 3 clusters Score -1.260495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 109732 members 
Entering Unmasked Estep 
Score: -12604947.000000 Penalty: 3863.251465
	Iteration 70Q: 3 clusters Score -1.260495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 109734 members 
Entering Unmasked Estep 
Score: -12604948.000000 Penalty: 3863.251465
	Iteration 71Q: 3 clusters Score -1.260495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -12604946.000000 Penalty: 3863.251465
	Iteration 72Q: 3 clusters Score -1.260495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35618 members 
Mstep: Class 2 contains 109736 members 
Entering Unmasked Estep 
Score: -12604947.000000 Penalty: 3863.251465
	Iteration 73Q: 3 clusters Score -1.260495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 109737 members 
Entering Unmasked Estep 
Score: -12604946.000000 Penalty: 3863.251465
	Iteration 74Q: 3 clusters Score -1.260495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 109739 members 
Entering Unmasked Estep 
Score: -12604944.000000 Penalty: 3863.251465
	Iteration 75Q: 3 clusters Score -1.260494e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35612 members 
Mstep: Class 2 contains 109742 members 
Entering Unmasked Estep 
Score: -12604951.000000 Penalty: 3863.251465
	Iteration 76Q: 3 clusters Score -1.260495e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -12604958.000000 Penalty: 3863.251465
	Iteration 77Q: 3 clusters Score -1.260496e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 109749 members 
Entering Unmasked Estep 
Score: -12604961.000000 Penalty: 3863.251465
	Iteration 78Q: 3 clusters Score -1.260496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 109752 members 
Entering Unmasked Estep 
Score: -12604960.000000 Penalty: 3863.251465
	Iteration 79Q: 3 clusters Score -1.260496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35599 members 
Mstep: Class 2 contains 109755 members 
Entering Unmasked Estep 
Score: -12604960.000000 Penalty: 3863.251465
	Iteration 80F: 3 clusters Score -1.260496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35597 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -12604956.000000 Penalty: 3863.251465
	Iteration 81Q: 3 clusters Score -1.260496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 109759 members 
Entering Unmasked Estep 
Score: -12604959.000000 Penalty: 3863.251465
	Iteration 82Q: 3 clusters Score -1.260496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -12604954.000000 Penalty: 3863.251465
	Iteration 83Q: 3 clusters Score -1.260495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 109758 members 
Entering Unmasked Estep 
Score: -12604954.000000 Penalty: 3863.251465
	Iteration 84F: 3 clusters Score -1.260495e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 29961 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Entering Unmasked Estep 
Score: -40825548.000000 Penalty: 51065.070312
Splitting cluster 10 changes total score from -40815112.000000 to -40825548.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 11 (29961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Entering Unmasked Estep 
Score: -2663237.000000 Penalty: 1674.993408
	Iteration 0F: 2 clusters Score -2663237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2643010.000000 Penalty: 3349.986816
	Iteration 0F: 3 clusters Score -2643010 nChanged 13852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2650893.250000 Penalty: 3349.986816
	Iteration 1F: 3 clusters Score -2650893 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -2651822.750000 Penalty: 3349.986816
	Iteration 2F: 3 clusters Score -2651823 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2653739.750000 Penalty: 3349.986816
	Iteration 3F: 3 clusters Score -2653740 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -2657028.250000 Penalty: 3349.986816
	Iteration 4F: 3 clusters Score -2657028 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -2660348.000000 Penalty: 3349.986816
	Iteration 5F: 3 clusters Score -2660348 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2662399.500000 Penalty: 3349.986816
	Iteration 6F: 3 clusters Score -2662400 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -2663547.750000 Penalty: 3349.986816
	Iteration 7F: 3 clusters Score -2663548 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -2664255.750000 Penalty: 3349.986816
	Iteration 8Q: 3 clusters Score -2664256 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -2664726.750000 Penalty: 3349.986816
	Iteration 9Q: 3 clusters Score -2664727 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2665071.750000 Penalty: 3349.986816
	Iteration 10Q: 3 clusters Score -2665072 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2665317.250000 Penalty: 3349.986816
	Iteration 11Q: 3 clusters Score -2665317 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2665480.250000 Penalty: 3349.986816
	Iteration 12Q: 3 clusters Score -2665480 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -2665593.750000 Penalty: 3349.986816
	Iteration 13Q: 3 clusters Score -2665594 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2665668.500000 Penalty: 3349.986816
	Iteration 14Q: 3 clusters Score -2665668 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2665722.750000 Penalty: 3349.986816
	Iteration 15Q: 3 clusters Score -2665723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2665738.500000 Penalty: 3349.986816
	Iteration 16Q: 3 clusters Score -2665738 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2665767.500000 Penalty: 3349.986816
	Iteration 17Q: 3 clusters Score -2665768 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -2665777.750000 Penalty: 3349.986816
	Iteration 18Q: 3 clusters Score -2665778 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -2665800.250000 Penalty: 3349.986816
	Iteration 19Q: 3 clusters Score -2665800 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2665812.250000 Penalty: 3349.986816
	Iteration 20F: 3 clusters Score -2665812 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2665818.750000 Penalty: 3349.986816
	Iteration 21Q: 3 clusters Score -2665819 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2665823.250000 Penalty: 3349.986816
	Iteration 22Q: 3 clusters Score -2665823 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2665827.500000 Penalty: 3349.986816
	Iteration 23Q: 3 clusters Score -2665828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -2665834.000000 Penalty: 3349.986816
	Iteration 24Q: 3 clusters Score -2665834 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2665838.500000 Penalty: 3349.986816
	Iteration 25Q: 3 clusters Score -2665838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -2665842.750000 Penalty: 3349.986816
	Iteration 26Q: 3 clusters Score -2665843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -2665849.500000 Penalty: 3349.986816
	Iteration 27Q: 3 clusters Score -2665850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -2665844.750000 Penalty: 3349.986816
	Iteration 28Q: 3 clusters Score -2665845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -2665852.750000 Penalty: 3349.986816
	Iteration 29Q: 3 clusters Score -2665853 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -2665856.000000 Penalty: 3349.986816
	Iteration 30Q: 3 clusters Score -2665856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -2665857.000000 Penalty: 3349.986816
	Iteration 31Q: 3 clusters Score -2665857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2665856.750000 Penalty: 3349.986816
	Iteration 32Q: 3 clusters Score -2665857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2665854.000000 Penalty: 3349.986816
	Iteration 33Q: 3 clusters Score -2665854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -2665850.750000 Penalty: 3349.986816
	Iteration 34Q: 3 clusters Score -2665851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2665848.750000 Penalty: 3349.986816
	Iteration 35Q: 3 clusters Score -2665849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2665846.250000 Penalty: 3349.986816
	Iteration 36Q: 3 clusters Score -2665846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2665846.250000 Penalty: 3349.986816
	Iteration 37F: 3 clusters Score -2665846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 35801 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Entering Unmasked Estep 
Score: -40827812.000000 Penalty: 53192.781250
Splitting cluster 11 changes total score from -40815112.000000 to -40827812.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 12 (35801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35801 members 
Entering Unmasked Estep 
Score: -3059304.000000 Penalty: 1703.931274
	Iteration 0F: 2 clusters Score -3059304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3035272.500000 Penalty: 3407.862549
	Iteration 0F: 3 clusters Score -3035272 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18389 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -3046492.500000 Penalty: 3407.862549
	Iteration 1F: 3 clusters Score -3046492 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -3050199.750000 Penalty: 3407.862549
	Iteration 2F: 3 clusters Score -3050200 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3054245.500000 Penalty: 3407.862549
	Iteration 3F: 3 clusters Score -3054246 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -3057118.250000 Penalty: 3407.862549
	Iteration 4F: 3 clusters Score -3057118 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -3059243.250000 Penalty: 3407.862549
	Iteration 5F: 3 clusters Score -3059243 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -3061034.250000 Penalty: 3407.862549
	Iteration 6F: 3 clusters Score -3061034 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -3062456.500000 Penalty: 3407.862549
	Iteration 7Q: 3 clusters Score -3062456 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -3063955.500000 Penalty: 3407.862549
	Iteration 8Q: 3 clusters Score -3063956 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3065791.750000 Penalty: 3407.862549
	Iteration 9Q: 3 clusters Score -3065792 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -3067512.000000 Penalty: 3407.862549
	Iteration 10Q: 3 clusters Score -3067512 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -3068371.250000 Penalty: 3407.862549
	Iteration 11Q: 3 clusters Score -3068371 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -3068608.000000 Penalty: 3407.862549
	Iteration 12Q: 3 clusters Score -3068608 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -3068667.500000 Penalty: 3407.862549
	Iteration 13Q: 3 clusters Score -3068668 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -3068697.500000 Penalty: 3407.862549
	Iteration 14Q: 3 clusters Score -3068698 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -3068693.750000 Penalty: 3407.862549
	Iteration 15Q: 3 clusters Score -3068694 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -3068692.750000 Penalty: 3407.862549
	Iteration 16Q: 3 clusters Score -3068693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -3068707.500000 Penalty: 3407.862549
	Iteration 17Q: 3 clusters Score -3068708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -3068712.250000 Penalty: 3407.862549
	Iteration 18Q: 3 clusters Score -3068712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 22740 members 
Entering Unmasked Estep 
Score: -3068715.000000 Penalty: 3407.862549
	Iteration 19Q: 3 clusters Score -3068715 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -3068715.750000 Penalty: 3407.862549
	Iteration 20F: 3 clusters Score -3068716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -3068719.250000 Penalty: 3407.862549
	Iteration 21Q: 3 clusters Score -3068719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -3068718.000000 Penalty: 3407.862549
	Iteration 22Q: 3 clusters Score -3068718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -3068717.250000 Penalty: 3407.862549
	Iteration 23Q: 3 clusters Score -3068717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 22671 members 
Entering Unmasked Estep 
Score: -3068718.750000 Penalty: 3407.862549
	Iteration 24Q: 3 clusters Score -3068719 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -3068717.750000 Penalty: 3407.862549
	Iteration 25Q: 3 clusters Score -3068718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -3068716.000000 Penalty: 3407.862549
	Iteration 26Q: 3 clusters Score -3068716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -3068712.250000 Penalty: 3407.862549
	Iteration 27Q: 3 clusters Score -3068712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -3068713.000000 Penalty: 3407.862549
	Iteration 28Q: 3 clusters Score -3068713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -3068714.750000 Penalty: 3407.862549
	Iteration 29Q: 3 clusters Score -3068715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -3068715.500000 Penalty: 3407.862549
	Iteration 30Q: 3 clusters Score -3068716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -3068713.250000 Penalty: 3407.862549
	Iteration 31Q: 3 clusters Score -3068713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3068714.000000 Penalty: 3407.862549
	Iteration 32Q: 3 clusters Score -3068714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -3068714.000000 Penalty: 3407.862549
	Iteration 33F: 3 clusters Score -3068714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 3824 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Entering Unmasked Estep 
Score: -40836780.000000 Penalty: 55320.492188
Splitting cluster 12 changes total score from -40815112.000000 to -40836780.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 13 (3824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Entering Unmasked Estep 
Score: -281996.187500 Penalty: 1340.470947
	Iteration 0F: 2 clusters Score -281996.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -278794.343750 Penalty: 2680.941895
	Iteration 0F: 3 clusters Score -278794.3 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -280063.656250 Penalty: 2680.941895
	Iteration 1F: 3 clusters Score -280063.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -280597.062500 Penalty: 2680.941895
	Iteration 2F: 3 clusters Score -280597.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -281052.500000 Penalty: 2680.941895
	Iteration 3F: 3 clusters Score -281052.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -281329.187500 Penalty: 2680.941895
	Iteration 4F: 3 clusters Score -281329.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -281550.750000 Penalty: 2680.941895
	Iteration 5F: 3 clusters Score -281550.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -281694.093750 Penalty: 2680.941895
	Iteration 6Q: 3 clusters Score -281694.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -281817.812500 Penalty: 2680.941895
	Iteration 7Q: 3 clusters Score -281817.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -281955.750000 Penalty: 2680.941895
	Iteration 8Q: 3 clusters Score -281955.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -282132.406250 Penalty: 2680.941895
	Iteration 9Q: 3 clusters Score -282132.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -282348.562500 Penalty: 2680.941895
	Iteration 10Q: 3 clusters Score -282348.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -282535.406250 Penalty: 2680.941895
	Iteration 11Q: 3 clusters Score -282535.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -282703.187500 Penalty: 2680.941895
	Iteration 12Q: 3 clusters Score -282703.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -282829.562500 Penalty: 2680.941895
	Iteration 13Q: 3 clusters Score -282829.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -282919.937500 Penalty: 2680.941895
	Iteration 14Q: 3 clusters Score -282919.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -282956.093750 Penalty: 2680.941895
	Iteration 15Q: 3 clusters Score -282956.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -282976.250000 Penalty: 2680.941895
	Iteration 16Q: 3 clusters Score -282976.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -282993.968750 Penalty: 2680.941895
	Iteration 17Q: 3 clusters Score -282994 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -283004.812500 Penalty: 2680.941895
	Iteration 18Q: 3 clusters Score -283004.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -283012.156250 Penalty: 2680.941895
	Iteration 19Q: 3 clusters Score -283012.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -283028.031250 Penalty: 2680.941895
	Iteration 20F: 3 clusters Score -283028 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -283048.562500 Penalty: 2680.941895
	Iteration 21Q: 3 clusters Score -283048.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -283065.812500 Penalty: 2680.941895
	Iteration 22Q: 3 clusters Score -283065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -283078.531250 Penalty: 2680.941895
	Iteration 23Q: 3 clusters Score -283078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -283086.468750 Penalty: 2680.941895
	Iteration 24Q: 3 clusters Score -283086.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -283094.781250 Penalty: 2680.941895
	Iteration 25Q: 3 clusters Score -283094.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -283108.906250 Penalty: 2680.941895
	Iteration 26Q: 3 clusters Score -283108.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -283130.781250 Penalty: 2680.941895
	Iteration 27Q: 3 clusters Score -283130.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -283146.000000 Penalty: 2680.941895
	Iteration 28Q: 3 clusters Score -283146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -283168.156250 Penalty: 2680.941895
	Iteration 29Q: 3 clusters Score -283168.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -283183.031250 Penalty: 2680.941895
	Iteration 30Q: 3 clusters Score -283183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -283209.031250 Penalty: 2680.941895
	Iteration 31Q: 3 clusters Score -283209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -283243.093750 Penalty: 2680.941895
	Iteration 32Q: 3 clusters Score -283243.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -283272.906250 Penalty: 2680.941895
	Iteration 33Q: 3 clusters Score -283272.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -283290.781250 Penalty: 2680.941895
	Iteration 34Q: 3 clusters Score -283290.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -283304.375000 Penalty: 2680.941895
	Iteration 35Q: 3 clusters Score -283304.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -283314.812500 Penalty: 2680.941895
	Iteration 36Q: 3 clusters Score -283314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -283329.062500 Penalty: 2680.941895
	Iteration 37Q: 3 clusters Score -283329.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -283346.218750 Penalty: 2680.941895
	Iteration 38Q: 3 clusters Score -283346.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -283371.437500 Penalty: 2680.941895
	Iteration 39Q: 3 clusters Score -283371.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -283391.843750 Penalty: 2680.941895
	Iteration 40F: 3 clusters Score -283391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -283408.125000 Penalty: 2680.941895
	Iteration 41Q: 3 clusters Score -283408.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -283422.343750 Penalty: 2680.941895
	Iteration 42Q: 3 clusters Score -283422.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -283428.468750 Penalty: 2680.941895
	Iteration 43Q: 3 clusters Score -283428.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -283433.000000 Penalty: 2680.941895
	Iteration 44Q: 3 clusters Score -283433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -283434.906250 Penalty: 2680.941895
	Iteration 45Q: 3 clusters Score -283434.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -283440.843750 Penalty: 2680.941895
	Iteration 46Q: 3 clusters Score -283440.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -283453.937500 Penalty: 2680.941895
	Iteration 47Q: 3 clusters Score -283453.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -283465.812500 Penalty: 2680.941895
	Iteration 48Q: 3 clusters Score -283465.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -283479.562500 Penalty: 2680.941895
	Iteration 49Q: 3 clusters Score -283479.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -283487.062500 Penalty: 2680.941895
	Iteration 50Q: 3 clusters Score -283487.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -283502.187500 Penalty: 2680.941895
	Iteration 51Q: 3 clusters Score -283502.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -283521.093750 Penalty: 2680.941895
	Iteration 52Q: 3 clusters Score -283521.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -283547.343750 Penalty: 2680.941895
	Iteration 53Q: 3 clusters Score -283547.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -283586.500000 Penalty: 2680.941895
	Iteration 54Q: 3 clusters Score -283586.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -283606.750000 Penalty: 2680.941895
	Iteration 55Q: 3 clusters Score -283606.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -283611.000000 Penalty: 2680.941895
	Iteration 56Q: 3 clusters Score -283611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -283615.812500 Penalty: 2680.941895
	Iteration 57Q: 3 clusters Score -283615.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -283620.468750 Penalty: 2680.941895
	Iteration 58Q: 3 clusters Score -283620.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -283624.281250 Penalty: 2680.941895
	Iteration 59Q: 3 clusters Score -283624.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -283627.968750 Penalty: 2680.941895
	Iteration 60F: 3 clusters Score -283628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -283629.062500 Penalty: 2680.941895
	Iteration 61Q: 3 clusters Score -283629.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -283629.968750 Penalty: 2680.941895
	Iteration 62Q: 3 clusters Score -283630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -283630.343750 Penalty: 2680.941895
	Iteration 63Q: 3 clusters Score -283630.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -283630.656250 Penalty: 2680.941895
	Iteration 64Q: 3 clusters Score -283630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -283632.875000 Penalty: 2680.941895
	Iteration 65Q: 3 clusters Score -283632.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -283635.281250 Penalty: 2680.941895
	Iteration 66Q: 3 clusters Score -283635.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -283635.531250 Penalty: 2680.941895
	Iteration 67Q: 3 clusters Score -283635.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -283635.875000 Penalty: 2680.941895
	Iteration 68Q: 3 clusters Score -283635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -283635.875000 Penalty: 2680.941895
	Iteration 69F: 3 clusters Score -283635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 11570 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Entering Unmasked Estep 
Score: -40837632.000000 Penalty: 57448.203125
Splitting cluster 13 changes total score from -40815112.000000 to -40837632.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (4186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Entering Unmasked Estep 
Score: -360379.343750 Penalty: 1355.168823
	Iteration 0F: 2 clusters Score -360379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -356926.250000 Penalty: 2710.337646
	Iteration 0F: 3 clusters Score -356926.2 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -357982.062500 Penalty: 2710.337646
	Iteration 1F: 3 clusters Score -357982.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -358457.625000 Penalty: 2710.337646
	Iteration 2F: 3 clusters Score -358457.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -358913.937500 Penalty: 2710.337646
	Iteration 3F: 3 clusters Score -358913.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -359246.156250 Penalty: 2710.337646
	Iteration 4F: 3 clusters Score -359246.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -359500.375000 Penalty: 2710.337646
	Iteration 5F: 3 clusters Score -359500.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -359657.031250 Penalty: 2710.337646
	Iteration 6Q: 3 clusters Score -359657 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -359750.687500 Penalty: 2710.337646
	Iteration 7Q: 3 clusters Score -359750.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -359806.843750 Penalty: 2710.337646
	Iteration 8Q: 3 clusters Score -359806.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -359840.593750 Penalty: 2710.337646
	Iteration 9Q: 3 clusters Score -359840.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -359860.906250 Penalty: 2710.337646
	Iteration 10Q: 3 clusters Score -359860.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -359874.531250 Penalty: 2710.337646
	Iteration 11Q: 3 clusters Score -359874.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -359882.218750 Penalty: 2710.337646
	Iteration 12Q: 3 clusters Score -359882.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -359886.687500 Penalty: 2710.337646
	Iteration 13Q: 3 clusters Score -359886.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -359888.250000 Penalty: 2710.337646
	Iteration 14Q: 3 clusters Score -359888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -359888.906250 Penalty: 2710.337646
	Iteration 15Q: 3 clusters Score -359888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -359888.906250 Penalty: 2710.337646
	Iteration 16F: 3 clusters Score -359888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (11570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Entering Unmasked Estep 
Score: -890226.875000 Penalty: 1520.377686
	Iteration 0F: 2 clusters Score -890226.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -882085.750000 Penalty: 3040.755371
	Iteration 0F: 3 clusters Score -882085.8 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -885681.312500 Penalty: 3040.755371
	Iteration 1F: 3 clusters Score -885681.3 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -886774.750000 Penalty: 3040.755371
	Iteration 2F: 3 clusters Score -886774.8 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -887587.375000 Penalty: 3040.755371
	Iteration 3F: 3 clusters Score -887587.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -888088.375000 Penalty: 3040.755371
	Iteration 4F: 3 clusters Score -888088.4 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -888409.250000 Penalty: 3040.755371
	Iteration 5F: 3 clusters Score -888409.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -888650.812500 Penalty: 3040.755371
	Iteration 6Q: 3 clusters Score -888650.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -888860.062500 Penalty: 3040.755371
	Iteration 7Q: 3 clusters Score -888860.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -889034.312500 Penalty: 3040.755371
	Iteration 8Q: 3 clusters Score -889034.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -889177.500000 Penalty: 3040.755371
	Iteration 9Q: 3 clusters Score -889177.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -889298.500000 Penalty: 3040.755371
	Iteration 10Q: 3 clusters Score -889298.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -889391.625000 Penalty: 3040.755371
	Iteration 11Q: 3 clusters Score -889391.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -889470.625000 Penalty: 3040.755371
	Iteration 12Q: 3 clusters Score -889470.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -889587.062500 Penalty: 3040.755371
	Iteration 13Q: 3 clusters Score -889587.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -889731.187500 Penalty: 3040.755371
	Iteration 14Q: 3 clusters Score -889731.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -889874.187500 Penalty: 3040.755371
	Iteration 15Q: 3 clusters Score -889874.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -889987.312500 Penalty: 3040.755371
	Iteration 16Q: 3 clusters Score -889987.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -890065.437500 Penalty: 3040.755371
	Iteration 17Q: 3 clusters Score -890065.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -890130.437500 Penalty: 3040.755371
	Iteration 18Q: 3 clusters Score -890130.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -890185.375000 Penalty: 3040.755371
	Iteration 19Q: 3 clusters Score -890185.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -890239.625000 Penalty: 3040.755371
	Iteration 20F: 3 clusters Score -890239.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -890290.125000 Penalty: 3040.755371
	Iteration 21Q: 3 clusters Score -890290.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -890342.875000 Penalty: 3040.755371
	Iteration 22Q: 3 clusters Score -890342.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -890389.187500 Penalty: 3040.755371
	Iteration 23Q: 3 clusters Score -890389.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -890430.812500 Penalty: 3040.755371
	Iteration 24Q: 3 clusters Score -890430.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -890467.687500 Penalty: 3040.755371
	Iteration 25Q: 3 clusters Score -890467.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -890507.375000 Penalty: 3040.755371
	Iteration 26Q: 3 clusters Score -890507.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -890543.812500 Penalty: 3040.755371
	Iteration 27Q: 3 clusters Score -890543.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -890574.750000 Penalty: 3040.755371
	Iteration 28Q: 3 clusters Score -890574.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -890596.625000 Penalty: 3040.755371
	Iteration 29Q: 3 clusters Score -890596.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -890616.750000 Penalty: 3040.755371
	Iteration 30Q: 3 clusters Score -890616.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -890637.937500 Penalty: 3040.755371
	Iteration 31Q: 3 clusters Score -890637.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -890653.500000 Penalty: 3040.755371
	Iteration 32Q: 3 clusters Score -890653.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -890660.812500 Penalty: 3040.755371
	Iteration 33Q: 3 clusters Score -890660.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -890668.250000 Penalty: 3040.755371
	Iteration 34Q: 3 clusters Score -890668.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -890672.875000 Penalty: 3040.755371
	Iteration 35Q: 3 clusters Score -890672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -890675.937500 Penalty: 3040.755371
	Iteration 36Q: 3 clusters Score -890675.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -890680.875000 Penalty: 3040.755371
	Iteration 37Q: 3 clusters Score -890680.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -890683.250000 Penalty: 3040.755371
	Iteration 38Q: 3 clusters Score -890683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -890685.062500 Penalty: 3040.755371
	Iteration 39Q: 3 clusters Score -890685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -890685.750000 Penalty: 3040.755371
	Iteration 40F: 3 clusters Score -890685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -890687.062500 Penalty: 3040.755371
	Iteration 41Q: 3 clusters Score -890687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -890687.187500 Penalty: 3040.755371
	Iteration 42Q: 3 clusters Score -890687.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -890687.125000 Penalty: 3040.755371
	Iteration 43Q: 3 clusters Score -890687.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -890686.562500 Penalty: 3040.755371
	Iteration 44Q: 3 clusters Score -890686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -890687.375000 Penalty: 3040.755371
	Iteration 45Q: 3 clusters Score -890687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -890687.250000 Penalty: 3040.755371
	Iteration 46Q: 3 clusters Score -890687.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -890686.500000 Penalty: 3040.755371
	Iteration 47Q: 3 clusters Score -890686.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -890688.125000 Penalty: 3040.755371
	Iteration 48Q: 3 clusters Score -890688.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -890687.000000 Penalty: 3040.755371
	Iteration 49Q: 3 clusters Score -890687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -890687.000000 Penalty: 3040.755371
	Iteration 50F: 3 clusters Score -890687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 14618 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Entering Unmasked Estep 
Score: -40837368.000000 Penalty: 59575.914062
Splitting cluster 15 changes total score from -40815112.000000 to -40837368.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 16 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -393616.062500 Penalty: 1364.814697
	Iteration 0F: 2 clusters Score -393616.1 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 2269 members 
Entering Unmasked Estep 
Score: -389968.187500 Penalty: 2729.629395
	Iteration 0F: 3 clusters Score -389968.2 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -390948.062500 Penalty: 2729.629395
	Iteration 1F: 3 clusters Score -390948.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -391176.156250 Penalty: 2729.629395
	Iteration 2F: 3 clusters Score -391176.2 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -391363.750000 Penalty: 2729.629395
	Iteration 3F: 3 clusters Score -391363.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -391519.937500 Penalty: 2729.629395
	Iteration 4F: 3 clusters Score -391519.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -391699.875000 Penalty: 2729.629395
	Iteration 5F: 3 clusters Score -391699.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -391913.593750 Penalty: 2729.629395
	Iteration 6F: 3 clusters Score -391913.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -392169.093750 Penalty: 2729.629395
	Iteration 7F: 3 clusters Score -392169.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -392380.437500 Penalty: 2729.629395
	Iteration 8F: 3 clusters Score -392380.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -392521.250000 Penalty: 2729.629395
	Iteration 9Q: 3 clusters Score -392521.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -392610.625000 Penalty: 2729.629395
	Iteration 10Q: 3 clusters Score -392610.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -392665.781250 Penalty: 2729.629395
	Iteration 11Q: 3 clusters Score -392665.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -392702.093750 Penalty: 2729.629395
	Iteration 12Q: 3 clusters Score -392702.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -392725.968750 Penalty: 2729.629395
	Iteration 13Q: 3 clusters Score -392726 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -392735.906250 Penalty: 2729.629395
	Iteration 14Q: 3 clusters Score -392735.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -392746.875000 Penalty: 2729.629395
	Iteration 15Q: 3 clusters Score -392746.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -392752.312500 Penalty: 2729.629395
	Iteration 16Q: 3 clusters Score -392752.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -392760.250000 Penalty: 2729.629395
	Iteration 17Q: 3 clusters Score -392760.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -392772.531250 Penalty: 2729.629395
	Iteration 18Q: 3 clusters Score -392772.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -392782.406250 Penalty: 2729.629395
	Iteration 19Q: 3 clusters Score -392782.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -392787.625000 Penalty: 2729.629395
	Iteration 20F: 3 clusters Score -392787.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -392793.437500 Penalty: 2729.629395
	Iteration 21Q: 3 clusters Score -392793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -392798.031250 Penalty: 2729.629395
	Iteration 22Q: 3 clusters Score -392798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -392803.218750 Penalty: 2729.629395
	Iteration 23Q: 3 clusters Score -392803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -392804.312500 Penalty: 2729.629395
	Iteration 24Q: 3 clusters Score -392804.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -392804.656250 Penalty: 2729.629395
	Iteration 25Q: 3 clusters Score -392804.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -392805.812500 Penalty: 2729.629395
	Iteration 26Q: 3 clusters Score -392805.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -392806.718750 Penalty: 2729.629395
	Iteration 27Q: 3 clusters Score -392806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -392807.593750 Penalty: 2729.629395
	Iteration 28Q: 3 clusters Score -392807.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -392808.718750 Penalty: 2729.629395
	Iteration 29Q: 3 clusters Score -392808.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -392808.718750 Penalty: 2729.629395
	Iteration 30F: 3 clusters Score -392808.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (14618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Entering Unmasked Estep 
Score: -1248992.750000 Penalty: 1558.376465
	Iteration 0F: 2 clusters Score -1248993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1238908.000000 Penalty: 3116.752930
	Iteration 0F: 3 clusters Score -1238908 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1242791.000000 Penalty: 3116.752930
	Iteration 1F: 3 clusters Score -1242791 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1244084.375000 Penalty: 3116.752930
	Iteration 2F: 3 clusters Score -1244084 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1245651.375000 Penalty: 3116.752930
	Iteration 3F: 3 clusters Score -1245651 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1247128.000000 Penalty: 3116.752930
	Iteration 4F: 3 clusters Score -1247128 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1247979.500000 Penalty: 3116.752930
	Iteration 5F: 3 clusters Score -1247980 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1248411.000000 Penalty: 3116.752930
	Iteration 6F: 3 clusters Score -1248411 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1248663.375000 Penalty: 3116.752930
	Iteration 7Q: 3 clusters Score -1248663 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1248855.000000 Penalty: 3116.752930
	Iteration 8Q: 3 clusters Score -1248855 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1249057.125000 Penalty: 3116.752930
	Iteration 9Q: 3 clusters Score -1249057 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1249251.125000 Penalty: 3116.752930
	Iteration 10Q: 3 clusters Score -1249251 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1249429.125000 Penalty: 3116.752930
	Iteration 11Q: 3 clusters Score -1249429 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1249546.250000 Penalty: 3116.752930
	Iteration 12Q: 3 clusters Score -1249546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -1249621.375000 Penalty: 3116.752930
	Iteration 13Q: 3 clusters Score -1249621 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1249655.625000 Penalty: 3116.752930
	Iteration 14Q: 3 clusters Score -1249656 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1249698.125000 Penalty: 3116.752930
	Iteration 15Q: 3 clusters Score -1249698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1249736.625000 Penalty: 3116.752930
	Iteration 16Q: 3 clusters Score -1249737 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1249764.875000 Penalty: 3116.752930
	Iteration 17Q: 3 clusters Score -1249765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -1249786.375000 Penalty: 3116.752930
	Iteration 18Q: 3 clusters Score -1249786 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1249813.125000 Penalty: 3116.752930
	Iteration 19Q: 3 clusters Score -1249813 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1249830.875000 Penalty: 3116.752930
	Iteration 20F: 3 clusters Score -1249831 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1249845.375000 Penalty: 3116.752930
	Iteration 21Q: 3 clusters Score -1249845 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1249856.250000 Penalty: 3116.752930
	Iteration 22Q: 3 clusters Score -1249856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1249857.875000 Penalty: 3116.752930
	Iteration 23Q: 3 clusters Score -1249858 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1249861.750000 Penalty: 3116.752930
	Iteration 24Q: 3 clusters Score -1249862 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -1249862.000000 Penalty: 3116.752930
	Iteration 25Q: 3 clusters Score -1249862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -1249871.875000 Penalty: 3116.752930
	Iteration 26Q: 3 clusters Score -1249872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1249875.625000 Penalty: 3116.752930
	Iteration 27Q: 3 clusters Score -1249876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1249879.375000 Penalty: 3116.752930
	Iteration 28Q: 3 clusters Score -1249879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1249882.625000 Penalty: 3116.752930
	Iteration 29Q: 3 clusters Score -1249883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -1249881.375000 Penalty: 3116.752930
	Iteration 30Q: 3 clusters Score -1249881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -1249883.875000 Penalty: 3116.752930
	Iteration 31Q: 3 clusters Score -1249884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -1249886.375000 Penalty: 3116.752930
	Iteration 32Q: 3 clusters Score -1249886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1249887.250000 Penalty: 3116.752930
	Iteration 33Q: 3 clusters Score -1249887 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1249891.500000 Penalty: 3116.752930
	Iteration 34Q: 3 clusters Score -1249892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1249897.375000 Penalty: 3116.752930
	Iteration 35Q: 3 clusters Score -1249897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1249904.625000 Penalty: 3116.752930
	Iteration 36Q: 3 clusters Score -1249905 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1249912.625000 Penalty: 3116.752930
	Iteration 37Q: 3 clusters Score -1249913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1249918.750000 Penalty: 3116.752930
	Iteration 38Q: 3 clusters Score -1249919 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1249926.500000 Penalty: 3116.752930
	Iteration 39Q: 3 clusters Score -1249926 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1249935.625000 Penalty: 3116.752930
	Iteration 40F: 3 clusters Score -1249936 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1249965.125000 Penalty: 3116.752930
	Iteration 41Q: 3 clusters Score -1249965 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1250023.750000 Penalty: 3116.752930
	Iteration 42Q: 3 clusters Score -1250024 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -1250160.375000 Penalty: 3116.752930
	Iteration 43Q: 3 clusters Score -1250160 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1250273.875000 Penalty: 3116.752930
	Iteration 44Q: 3 clusters Score -1250274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1250324.000000 Penalty: 3116.752930
	Iteration 45Q: 3 clusters Score -1250324 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1250342.750000 Penalty: 3116.752930
	Iteration 46Q: 3 clusters Score -1250343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1250354.375000 Penalty: 3116.752930
	Iteration 47Q: 3 clusters Score -1250354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1250360.375000 Penalty: 3116.752930
	Iteration 48Q: 3 clusters Score -1250360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1250367.125000 Penalty: 3116.752930
	Iteration 49Q: 3 clusters Score -1250367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1250369.125000 Penalty: 3116.752930
	Iteration 50Q: 3 clusters Score -1250369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1250370.625000 Penalty: 3116.752930
	Iteration 51Q: 3 clusters Score -1250371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1250374.000000 Penalty: 3116.752930
	Iteration 52Q: 3 clusters Score -1250374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1250375.500000 Penalty: 3116.752930
	Iteration 53Q: 3 clusters Score -1250376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1250376.750000 Penalty: 3116.752930
	Iteration 54Q: 3 clusters Score -1250377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1250373.250000 Penalty: 3116.752930
	Iteration 55Q: 3 clusters Score -1250373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -1250373.250000 Penalty: 3116.752930
	Iteration 56F: 3 clusters Score -1250373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 2342 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 2474 members 
Entering Unmasked Estep 
Score: -40838368.000000 Penalty: 61703.628906
Splitting cluster 18 changes total score from -40815112.000000 to -40838368.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (2342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Entering Unmasked Estep 
Score: -182858.359375 Penalty: 1260.798584
	Iteration 0F: 2 clusters Score -182858.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -180597.734375 Penalty: 2521.597168
	Iteration 0F: 3 clusters Score -180597.7 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -181547.031250 Penalty: 2521.597168
	Iteration 1F: 3 clusters Score -181547 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -182410.890625 Penalty: 2521.597168
	Iteration 2F: 3 clusters Score -182410.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -183230.250000 Penalty: 2521.597168
	Iteration 3F: 3 clusters Score -183230.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -183717.609375 Penalty: 2521.597168
	Iteration 4F: 3 clusters Score -183717.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -183822.578125 Penalty: 2521.597168
	Iteration 5Q: 3 clusters Score -183822.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -183849.234375 Penalty: 2521.597168
	Iteration 6Q: 3 clusters Score -183849.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -183859.828125 Penalty: 2521.597168
	Iteration 7Q: 3 clusters Score -183859.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -183865.703125 Penalty: 2521.597168
	Iteration 8Q: 3 clusters Score -183865.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -183870.234375 Penalty: 2521.597168
	Iteration 9Q: 3 clusters Score -183870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -183873.843750 Penalty: 2521.597168
	Iteration 10Q: 3 clusters Score -183873.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -183878.031250 Penalty: 2521.597168
	Iteration 11Q: 3 clusters Score -183878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -183879.093750 Penalty: 2521.597168
	Iteration 12Q: 3 clusters Score -183879.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -183879.203125 Penalty: 2521.597168
	Iteration 13Q: 3 clusters Score -183879.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -183879.765625 Penalty: 2521.597168
	Iteration 14Q: 3 clusters Score -183879.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -183880.062500 Penalty: 2521.597168
	Iteration 15Q: 3 clusters Score -183880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -183880.359375 Penalty: 2521.597168
	Iteration 16Q: 3 clusters Score -183880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -183880.359375 Penalty: 2521.597168
	Iteration 17F: 3 clusters Score -183880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 21697 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1511 members 
Entering Unmasked Estep 
Score: -40838520.000000 Penalty: 63831.339844
Splitting cluster 19 changes total score from -40815112.000000 to -40838520.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 20 (21697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Entering Unmasked Estep 
Score: -1852523.875000 Penalty: 1622.551025
	Iteration 0F: 2 clusters Score -1852524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1837756.250000 Penalty: 3245.102051
	Iteration 0F: 3 clusters Score -1837756 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1844274.750000 Penalty: 3245.102051
	Iteration 1F: 3 clusters Score -1844275 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1846482.375000 Penalty: 3245.102051
	Iteration 2F: 3 clusters Score -1846482 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1849117.750000 Penalty: 3245.102051
	Iteration 3F: 3 clusters Score -1849118 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1851351.125000 Penalty: 3245.102051
	Iteration 4F: 3 clusters Score -1851351 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1852793.875000 Penalty: 3245.102051
	Iteration 5F: 3 clusters Score -1852794 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1853574.250000 Penalty: 3245.102051
	Iteration 6F: 3 clusters Score -1853574 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1854092.750000 Penalty: 3245.102051
	Iteration 7Q: 3 clusters Score -1854093 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1854467.750000 Penalty: 3245.102051
	Iteration 8Q: 3 clusters Score -1854468 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1854770.250000 Penalty: 3245.102051
	Iteration 9Q: 3 clusters Score -1854770 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1855028.250000 Penalty: 3245.102051
	Iteration 10Q: 3 clusters Score -1855028 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1855321.125000 Penalty: 3245.102051
	Iteration 11Q: 3 clusters Score -1855321 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1855676.250000 Penalty: 3245.102051
	Iteration 12Q: 3 clusters Score -1855676 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1855967.500000 Penalty: 3245.102051
	Iteration 13Q: 3 clusters Score -1855968 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1856202.875000 Penalty: 3245.102051
	Iteration 14Q: 3 clusters Score -1856203 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1856471.500000 Penalty: 3245.102051
	Iteration 15Q: 3 clusters Score -1856472 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1856836.875000 Penalty: 3245.102051
	Iteration 16Q: 3 clusters Score -1856837 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1857252.000000 Penalty: 3245.102051
	Iteration 17Q: 3 clusters Score -1857252 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1857644.125000 Penalty: 3245.102051
	Iteration 18Q: 3 clusters Score -1857644 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1857970.125000 Penalty: 3245.102051
	Iteration 19Q: 3 clusters Score -1857970 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1858250.000000 Penalty: 3245.102051
	Iteration 20F: 3 clusters Score -1858250 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1858407.500000 Penalty: 3245.102051
	Iteration 21Q: 3 clusters Score -1858408 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1858506.375000 Penalty: 3245.102051
	Iteration 22Q: 3 clusters Score -1858506 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1858579.375000 Penalty: 3245.102051
	Iteration 23Q: 3 clusters Score -1858579 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1858659.875000 Penalty: 3245.102051
	Iteration 24Q: 3 clusters Score -1858660 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1858782.750000 Penalty: 3245.102051
	Iteration 25Q: 3 clusters Score -1858783 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1858973.000000 Penalty: 3245.102051
	Iteration 26Q: 3 clusters Score -1858973 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1859227.250000 Penalty: 3245.102051
	Iteration 27Q: 3 clusters Score -1859227 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1859504.500000 Penalty: 3245.102051
	Iteration 28Q: 3 clusters Score -1859504 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1859712.250000 Penalty: 3245.102051
	Iteration 29Q: 3 clusters Score -1859712 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -1859865.250000 Penalty: 3245.102051
	Iteration 30Q: 3 clusters Score -1859865 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1859952.750000 Penalty: 3245.102051
	Iteration 31Q: 3 clusters Score -1859953 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1860004.500000 Penalty: 3245.102051
	Iteration 32Q: 3 clusters Score -1860004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1860023.500000 Penalty: 3245.102051
	Iteration 33Q: 3 clusters Score -1860024 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1860039.000000 Penalty: 3245.102051
	Iteration 34Q: 3 clusters Score -1860039 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1860050.125000 Penalty: 3245.102051
	Iteration 35Q: 3 clusters Score -1860050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1860052.375000 Penalty: 3245.102051
	Iteration 36Q: 3 clusters Score -1860052 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1860051.250000 Penalty: 3245.102051
	Iteration 37Q: 3 clusters Score -1860051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1860047.750000 Penalty: 3245.102051
	Iteration 38Q: 3 clusters Score -1860048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1860053.000000 Penalty: 3245.102051
	Iteration 39Q: 3 clusters Score -1860053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1860066.375000 Penalty: 3245.102051
	Iteration 40F: 3 clusters Score -1860066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1860065.000000 Penalty: 3245.102051
	Iteration 41Q: 3 clusters Score -1860065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -1860065.000000 Penalty: 3245.102051
	Iteration 42Q: 3 clusters Score -1860065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -1860067.250000 Penalty: 3245.102051
	Iteration 43Q: 3 clusters Score -1860067 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1860066.625000 Penalty: 3245.102051
	Iteration 44Q: 3 clusters Score -1860067 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1860067.750000 Penalty: 3245.102051
	Iteration 45Q: 3 clusters Score -1860068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1860067.750000 Penalty: 3245.102051
	Iteration 46Q: 3 clusters Score -1860068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1860068.500000 Penalty: 3245.102051
	Iteration 47Q: 3 clusters Score -1860068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1860068.500000 Penalty: 3245.102051
	Iteration 48F: 3 clusters Score -1860068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 91643 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1511 members 
Mstep: Class 31 contains 9439 members 
Entering Unmasked Estep 
Score: -40845364.000000 Penalty: 65959.046875
Splitting cluster 20 changes total score from -40815112.000000 to -40845364.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 21 (91643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91643 members 
Entering Unmasked Estep 
Score: -8023564.500000 Penalty: 1856.669189
	Iteration 0F: 2 clusters Score -8023564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45825 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -7962144.500000 Penalty: 3713.338379
	Iteration 0F: 3 clusters Score -7962144 nChanged 43749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 46477 members 
Entering Unmasked Estep 
Score: -7988223.500000 Penalty: 3713.338379
	Iteration 1F: 3 clusters Score -7988224 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 47133 members 
Entering Unmasked Estep 
Score: -7989561.000000 Penalty: 3713.338379
	Iteration 2Q: 3 clusters Score -7989561 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 48089 members 
Entering Unmasked Estep 
Score: -7991345.500000 Penalty: 3713.338379
	Iteration 3Q: 3 clusters Score -7991346 nChanged 4940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 49473 members 
Entering Unmasked Estep 
Score: -7993764.500000 Penalty: 3713.338379
	Iteration 4F: 3 clusters Score -7993764 nChanged 5415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -7996455.000000 Penalty: 3713.338379
	Iteration 5F: 3 clusters Score -7996455 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -7999005.500000 Penalty: 3713.338379
	Iteration 6F: 3 clusters Score -7999006 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36146 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -8001280.500000 Penalty: 3713.338379
	Iteration 7F: 3 clusters Score -8001280 nChanged 4206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33910 members 
Mstep: Class 2 contains 57733 members 
Entering Unmasked Estep 
Score: -8003299.000000 Penalty: 3713.338379
	Iteration 8Q: 3 clusters Score -8003299 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31661 members 
Mstep: Class 2 contains 59982 members 
Entering Unmasked Estep 
Score: -8005380.500000 Penalty: 3713.338379
	Iteration 9Q: 3 clusters Score -8005380 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 62211 members 
Entering Unmasked Estep 
Score: -8007437.000000 Penalty: 3713.338379
	Iteration 10Q: 3 clusters Score -8007437 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 64275 members 
Entering Unmasked Estep 
Score: -8009500.500000 Penalty: 3713.338379
	Iteration 11Q: 3 clusters Score -8009500 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8011076.500000 Penalty: 3713.338379
	Iteration 12Q: 3 clusters Score -8011076 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 67827 members 
Entering Unmasked Estep 
Score: -8012274.000000 Penalty: 3713.338379
	Iteration 13Q: 3 clusters Score -8012274 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 69381 members 
Entering Unmasked Estep 
Score: -8013166.000000 Penalty: 3713.338379
	Iteration 14Q: 3 clusters Score -8013166 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -8013928.000000 Penalty: 3713.338379
	Iteration 15Q: 3 clusters Score -8013928 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -8014707.500000 Penalty: 3713.338379
	Iteration 16Q: 3 clusters Score -8014708 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 73627 members 
Entering Unmasked Estep 
Score: -8015457.500000 Penalty: 3713.338379
	Iteration 17Q: 3 clusters Score -8015458 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 74877 members 
Entering Unmasked Estep 
Score: -8016200.500000 Penalty: 3713.338379
	Iteration 18Q: 3 clusters Score -8016200 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -8017000.000000 Penalty: 3713.338379
	Iteration 19Q: 3 clusters Score -8017000 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 77036 members 
Entering Unmasked Estep 
Score: -8017730.500000 Penalty: 3713.338379
	Iteration 20F: 3 clusters Score -8017730 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 77923 members 
Entering Unmasked Estep 
Score: -8018425.000000 Penalty: 3713.338379
	Iteration 21Q: 3 clusters Score -8018425 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 78647 members 
Entering Unmasked Estep 
Score: -8019106.000000 Penalty: 3713.338379
	Iteration 22Q: 3 clusters Score -8019106 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Mstep: Class 2 contains 79261 members 
Entering Unmasked Estep 
Score: -8019681.000000 Penalty: 3713.338379
	Iteration 23Q: 3 clusters Score -8019681 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 79725 members 
Entering Unmasked Estep 
Score: -8020174.500000 Penalty: 3713.338379
	Iteration 24Q: 3 clusters Score -8020174 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 80111 members 
Entering Unmasked Estep 
Score: -8020511.000000 Penalty: 3713.338379
	Iteration 25Q: 3 clusters Score -8020511 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 80394 members 
Entering Unmasked Estep 
Score: -8020776.500000 Penalty: 3713.338379
	Iteration 26Q: 3 clusters Score -8020776 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 80554 members 
Entering Unmasked Estep 
Score: -8020979.000000 Penalty: 3713.338379
	Iteration 27Q: 3 clusters Score -8020979 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 80579 members 
Entering Unmasked Estep 
Score: -8021223.500000 Penalty: 3713.338379
	Iteration 28Q: 3 clusters Score -8021224 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -8021478.500000 Penalty: 3713.338379
	Iteration 29Q: 3 clusters Score -8021478 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 80374 members 
Entering Unmasked Estep 
Score: -8021725.000000 Penalty: 3713.338379
	Iteration 30Q: 3 clusters Score -8021725 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 80155 members 
Entering Unmasked Estep 
Score: -8021979.500000 Penalty: 3713.338379
	Iteration 31Q: 3 clusters Score -8021980 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -8022208.500000 Penalty: 3713.338379
	Iteration 32Q: 3 clusters Score -8022208 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 79501 members 
Entering Unmasked Estep 
Score: -8022528.000000 Penalty: 3713.338379
	Iteration 33Q: 3 clusters Score -8022528 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -8022765.500000 Penalty: 3713.338379
	Iteration 34Q: 3 clusters Score -8022766 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -8022995.000000 Penalty: 3713.338379
	Iteration 35Q: 3 clusters Score -8022995 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 78321 members 
Entering Unmasked Estep 
Score: -8023256.500000 Penalty: 3713.338379
	Iteration 36Q: 3 clusters Score -8023256 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -8023434.500000 Penalty: 3713.338379
	Iteration 37Q: 3 clusters Score -8023434 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -8023547.500000 Penalty: 3713.338379
	Iteration 38Q: 3 clusters Score -8023548 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 77396 members 
Entering Unmasked Estep 
Score: -8023642.000000 Penalty: 3713.338379
	Iteration 39Q: 3 clusters Score -8023642 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 77209 members 
Entering Unmasked Estep 
Score: -8024204.000000 Penalty: 3713.338379
	Iteration 40F: 3 clusters Score -8024204 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 76588 members 
Entering Unmasked Estep 
Score: -8024560.500000 Penalty: 3713.338379
	Iteration 41Q: 3 clusters Score -8024560 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 75975 members 
Entering Unmasked Estep 
Score: -8024822.500000 Penalty: 3713.338379
	Iteration 42Q: 3 clusters Score -8024822 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -8025103.000000 Penalty: 3713.338379
	Iteration 43Q: 3 clusters Score -8025103 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 74976 members 
Entering Unmasked Estep 
Score: -8025258.500000 Penalty: 3713.338379
	Iteration 44Q: 3 clusters Score -8025258 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 74624 members 
Entering Unmasked Estep 
Score: -8025363.500000 Penalty: 3713.338379
	Iteration 45Q: 3 clusters Score -8025364 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 74386 members 
Entering Unmasked Estep 
Score: -8025438.000000 Penalty: 3713.338379
	Iteration 46Q: 3 clusters Score -8025438 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 74166 members 
Entering Unmasked Estep 
Score: -8025494.000000 Penalty: 3713.338379
	Iteration 47Q: 3 clusters Score -8025494 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -8025533.500000 Penalty: 3713.338379
	Iteration 48Q: 3 clusters Score -8025534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -8025599.500000 Penalty: 3713.338379
	Iteration 49Q: 3 clusters Score -8025600 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 73720 members 
Entering Unmasked Estep 
Score: -8025670.500000 Penalty: 3713.338379
	Iteration 50Q: 3 clusters Score -8025670 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 73629 members 
Entering Unmasked Estep 
Score: -8025681.000000 Penalty: 3713.338379
	Iteration 51Q: 3 clusters Score -8025681 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 73590 members 
Entering Unmasked Estep 
Score: -8025695.000000 Penalty: 3713.338379
	Iteration 52Q: 3 clusters Score -8025695 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -8025700.500000 Penalty: 3713.338379
	Iteration 53Q: 3 clusters Score -8025700 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 73567 members 
Entering Unmasked Estep 
Score: -8025712.000000 Penalty: 3713.338379
	Iteration 54Q: 3 clusters Score -8025712 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 73574 members 
Entering Unmasked Estep 
Score: -8025704.000000 Penalty: 3713.338379
	Iteration 55Q: 3 clusters Score -8025704 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 73575 members 
Entering Unmasked Estep 
Score: -8025746.000000 Penalty: 3713.338379
	Iteration 56Q: 3 clusters Score -8025746 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 73581 members 
Entering Unmasked Estep 
Score: -8025750.000000 Penalty: 3713.338379
	Iteration 57Q: 3 clusters Score -8025750 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 73605 members 
Entering Unmasked Estep 
Score: -8025745.000000 Penalty: 3713.338379
	Iteration 58Q: 3 clusters Score -8025745 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 73622 members 
Entering Unmasked Estep 
Score: -8025739.000000 Penalty: 3713.338379
	Iteration 59Q: 3 clusters Score -8025739 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -8025759.500000 Penalty: 3713.338379
	Iteration 60F: 3 clusters Score -8025760 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -8025782.000000 Penalty: 3713.338379
	Iteration 61Q: 3 clusters Score -8025782 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 73696 members 
Entering Unmasked Estep 
Score: -8025802.500000 Penalty: 3713.338379
	Iteration 62Q: 3 clusters Score -8025802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 73727 members 
Entering Unmasked Estep 
Score: -8025808.000000 Penalty: 3713.338379
	Iteration 63Q: 3 clusters Score -8025808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 73764 members 
Entering Unmasked Estep 
Score: -8025794.500000 Penalty: 3713.338379
	Iteration 64Q: 3 clusters Score -8025794 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -8025804.000000 Penalty: 3713.338379
	Iteration 65Q: 3 clusters Score -8025804 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -8025798.000000 Penalty: 3713.338379
	Iteration 66Q: 3 clusters Score -8025798 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 73870 members 
Entering Unmasked Estep 
Score: -8025790.000000 Penalty: 3713.338379
	Iteration 67Q: 3 clusters Score -8025790 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -8025785.000000 Penalty: 3713.338379
	Iteration 68Q: 3 clusters Score -8025785 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -8025785.500000 Penalty: 3713.338379
	Iteration 69Q: 3 clusters Score -8025786 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 73975 members 
Entering Unmasked Estep 
Score: -8025794.500000 Penalty: 3713.338379
	Iteration 70Q: 3 clusters Score -8025794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 73998 members 
Entering Unmasked Estep 
Score: -8025796.500000 Penalty: 3713.338379
	Iteration 71Q: 3 clusters Score -8025796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 74023 members 
Entering Unmasked Estep 
Score: -8025810.000000 Penalty: 3713.338379
	Iteration 72Q: 3 clusters Score -8025810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 74049 members 
Entering Unmasked Estep 
Score: -8025821.000000 Penalty: 3713.338379
	Iteration 73Q: 3 clusters Score -8025821 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -8025812.000000 Penalty: 3713.338379
	Iteration 74Q: 3 clusters Score -8025812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 74094 members 
Entering Unmasked Estep 
Score: -8025827.500000 Penalty: 3713.338379
	Iteration 75Q: 3 clusters Score -8025828 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -8025820.500000 Penalty: 3713.338379
	Iteration 76Q: 3 clusters Score -8025820 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 74128 members 
Entering Unmasked Estep 
Score: -8025827.000000 Penalty: 3713.338379
	Iteration 77Q: 3 clusters Score -8025827 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -8025830.500000 Penalty: 3713.338379
	Iteration 78Q: 3 clusters Score -8025830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -8025823.500000 Penalty: 3713.338379
	Iteration 79Q: 3 clusters Score -8025824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 74172 members 
Entering Unmasked Estep 
Score: -8025832.000000 Penalty: 3713.338379
	Iteration 80F: 3 clusters Score -8025832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 74179 members 
Entering Unmasked Estep 
Score: -8025825.500000 Penalty: 3713.338379
	Iteration 81Q: 3 clusters Score -8025826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -8025826.000000 Penalty: 3713.338379
	Iteration 82Q: 3 clusters Score -8025826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 74201 members 
Entering Unmasked Estep 
Score: -8025820.000000 Penalty: 3713.338379
	Iteration 83Q: 3 clusters Score -8025820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 74209 members 
Entering Unmasked Estep 
Score: -8025829.500000 Penalty: 3713.338379
	Iteration 84Q: 3 clusters Score -8025830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -8025835.500000 Penalty: 3713.338379
	Iteration 85Q: 3 clusters Score -8025836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 74225 members 
Entering Unmasked Estep 
Score: -8025843.500000 Penalty: 3713.338379
	Iteration 86Q: 3 clusters Score -8025844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 74232 members 
Entering Unmasked Estep 
Score: -8025837.500000 Penalty: 3713.338379
	Iteration 87Q: 3 clusters Score -8025838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 74239 members 
Entering Unmasked Estep 
Score: -8025834.500000 Penalty: 3713.338379
	Iteration 88Q: 3 clusters Score -8025834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 74247 members 
Entering Unmasked Estep 
Score: -8025829.000000 Penalty: 3713.338379
	Iteration 89Q: 3 clusters Score -8025829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 74254 members 
Entering Unmasked Estep 
Score: -8025833.500000 Penalty: 3713.338379
	Iteration 90Q: 3 clusters Score -8025834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 74262 members 
Entering Unmasked Estep 
Score: -8025845.500000 Penalty: 3713.338379
	Iteration 91Q: 3 clusters Score -8025846 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -8025846.500000 Penalty: 3713.338379
	Iteration 92Q: 3 clusters Score -8025846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 74277 members 
Entering Unmasked Estep 
Score: -8025844.000000 Penalty: 3713.338379
	Iteration 93Q: 3 clusters Score -8025844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 74279 members 
Entering Unmasked Estep 
Score: -8025848.000000 Penalty: 3713.338379
	Iteration 94Q: 3 clusters Score -8025848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -8025851.000000 Penalty: 3713.338379
	Iteration 95Q: 3 clusters Score -8025851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 74291 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8025852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -8025851.000000 Penalty: 3713.338379
	Iteration 97Q: 3 clusters Score -8025851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -8025854.500000 Penalty: 3713.338379
	Iteration 98Q: 3 clusters Score -8025854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 74311 members 
Entering Unmasked Estep 
Score: -8025857.500000 Penalty: 3713.338379
	Iteration 99Q: 3 clusters Score -8025858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -8025857.500000 Penalty: 3713.338379
	Iteration 100F: 3 clusters Score -8025858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 74319 members 
Entering Unmasked Estep 
Score: -8025858.000000 Penalty: 3713.338379
	Iteration 101Q: 3 clusters Score -8025858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 74329 members 
Entering Unmasked Estep 
Score: -8025855.500000 Penalty: 3713.338379
	Iteration 102Q: 3 clusters Score -8025856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8025848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17287 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8025848 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -8025844.500000 Penalty: 3713.338379
	Iteration 105Q: 3 clusters Score -8025844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 74400 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8025846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8025856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8025851 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8025848 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 74498 members 
Entering Unmasked Estep 
Score: -8025850.000000 Penalty: 3713.338379
	Iteration 110Q: 3 clusters Score -8025850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 74534 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8025848 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 74565 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8025858 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 74599 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8025858 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -8025851.500000 Penalty: 3713.338379
	Iteration 114Q: 3 clusters Score -8025852 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 74679 members 
Entering Unmasked Estep 
Score: -8025868.000000 Penalty: 3713.338379
	Iteration 115Q: 3 clusters Score -8025868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 74720 members 
Entering Unmasked Estep 
Score: -8025864.000000 Penalty: 3713.338379
	Iteration 116Q: 3 clusters Score -8025864 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 74751 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8025868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 74790 members 
Entering Unmasked Estep 
Score: -8025876.500000 Penalty: 3713.338379
	Iteration 118Q: 3 clusters Score -8025876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 74817 members 
Entering Unmasked Estep 
Score: -8025886.500000 Penalty: 3713.338379
	Iteration 119Q: 3 clusters Score -8025886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 74848 members 
Entering Unmasked Estep 
Score: -8025891.500000 Penalty: 3713.338379
	Iteration 120F: 3 clusters Score -8025892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 74883 members 
Entering Unmasked Estep 
Score: -8025886.500000 Penalty: 3713.338379
	Iteration 121Q: 3 clusters Score -8025886 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 74924 members 
Entering Unmasked Estep 
Score: -8025895.000000 Penalty: 3713.338379
	Iteration 122Q: 3 clusters Score -8025895 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 74952 members 
Entering Unmasked Estep 
Score: -8025904.500000 Penalty: 3713.338379
	Iteration 123Q: 3 clusters Score -8025904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 74978 members 
Entering Unmasked Estep 
Score: -8025899.000000 Penalty: 3713.338379
	Iteration 124Q: 3 clusters Score -8025899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -8025885.000000 Penalty: 3713.338379
	Iteration 125Q: 3 clusters Score -8025885 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 75025 members 
Entering Unmasked Estep 
Score: -8025881.500000 Penalty: 3713.338379
	Iteration 126Q: 3 clusters Score -8025882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 75051 members 
Entering Unmasked Estep 
Score: -8025881.000000 Penalty: 3713.338379
	Iteration 127Q: 3 clusters Score -8025881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 75076 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8025881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8025881 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 75128 members 
Entering Unmasked Estep 
Score: -8025877.500000 Penalty: 3713.338379
	Iteration 130Q: 3 clusters Score -8025878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 75156 members 
Entering Unmasked Estep 
Score: -8025878.500000 Penalty: 3713.338379
	Iteration 131Q: 3 clusters Score -8025878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 75177 members 
Entering Unmasked Estep 
Score: -8025880.000000 Penalty: 3713.338379
	Iteration 132Q: 3 clusters Score -8025880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 75195 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8025878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 75213 members 
Entering Unmasked Estep 
Score: -8025874.500000 Penalty: 3713.338379
	Iteration 134Q: 3 clusters Score -8025874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 75223 members 
Entering Unmasked Estep 
Score: -8025875.500000 Penalty: 3713.338379
	Iteration 135Q: 3 clusters Score -8025876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 75226 members 
Entering Unmasked Estep 
Score: -8025872.500000 Penalty: 3713.338379
	Iteration 136Q: 3 clusters Score -8025872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8025874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8025875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 75235 members 
Entering Unmasked Estep 
Score: -8025873.000000 Penalty: 3713.338379
	Iteration 139Q: 3 clusters Score -8025873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -8025875.500000 Penalty: 3713.338379
	Iteration 140F: 3 clusters Score -8025876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -8025881.500000 Penalty: 3713.338379
	Iteration 141Q: 3 clusters Score -8025882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 75242 members 
Entering Unmasked Estep 
Score: -8025877.500000 Penalty: 3713.338379
	Iteration 142Q: 3 clusters Score -8025878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 75246 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -8025878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 75254 members 
Entering Unmasked Estep 
Score: -8025875.500000 Penalty: 3713.338379
	Iteration 144Q: 3 clusters Score -8025876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 75257 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8025875 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 75259 members 
Entering Unmasked Estep 
Score: -8025879.000000 Penalty: 3713.338379
	Iteration 146Q: 3 clusters Score -8025879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 75262 members 
Entering Unmasked Estep 
Score: -8025887.000000 Penalty: 3713.338379
	Iteration 147Q: 3 clusters Score -8025887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 75267 members 
Entering Unmasked Estep 
Score: -8025881.500000 Penalty: 3713.338379
	Iteration 148Q: 3 clusters Score -8025882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 75271 members 
Entering Unmasked Estep 
Score: -8025888.000000 Penalty: 3713.338379
	Iteration 149Q: 3 clusters Score -8025888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 75279 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8025887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 75282 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8025888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 75281 members 
Entering Unmasked Estep 
Score: -8025894.000000 Penalty: 3713.338379
	Iteration 152Q: 3 clusters Score -8025894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 75285 members 
Entering Unmasked Estep 
Score: -8025891.500000 Penalty: 3713.338379
	Iteration 153Q: 3 clusters Score -8025892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 75290 members 
Entering Unmasked Estep 
Score: -8025895.000000 Penalty: 3713.338379
	Iteration 154Q: 3 clusters Score -8025895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8025891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 75293 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -8025894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 75296 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -8025895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 75297 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8025899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 75300 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8025899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 75303 members 
Entering Unmasked Estep 
Score: -8025896.500000 Penalty: 3713.338379
	Iteration 160F: 3 clusters Score -8025896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8025896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 75311 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8025898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -8025907.500000 Penalty: 3713.338379
	Iteration 163Q: 3 clusters Score -8025908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 75320 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8025900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8025899 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16311 members 
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Entering Unmasked Estep 
Score: -8025903.000000 Penalty: 3713.338379
	Iteration 166Q: 3 clusters Score -8025903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 75342 members 
Entering Unmasked Estep 
Score: -8025904.500000 Penalty: 3713.338379
	Iteration 167Q: 3 clusters Score -8025904 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 75350 members 
Entering Unmasked Estep 
Score: -8025901.000000 Penalty: 3713.338379
	Iteration 168Q: 3 clusters Score -8025901 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 75358 members 
Entering Unmasked Estep 
Score: -8025911.000000 Penalty: 3713.338379
	Iteration 169Q: 3 clusters Score -8025911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 75363 members 
Entering Unmasked Estep 
Score: -8025912.000000 Penalty: 3713.338379
	Iteration 170Q: 3 clusters Score -8025912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 75368 members 
Entering Unmasked Estep 
Score: -8025910.500000 Penalty: 3713.338379
	Iteration 171Q: 3 clusters Score -8025910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 75371 members 
Entering Unmasked Estep 
Score: -8025908.000000 Penalty: 3713.338379
	Iteration 172Q: 3 clusters Score -8025908 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -8025910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -8025904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 75376 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -8025908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 75377 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -8025907 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -8025912 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8025909.500000 Penalty: 3713.338379
	Iteration 178Q: 3 clusters Score -8025910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -8025908.500000 Penalty: 3713.338379
	Iteration 179Q: 3 clusters Score -8025908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 75387 members 
Entering Unmasked Estep 
Score: -8025907.000000 Penalty: 3713.338379
	Iteration 180F: 3 clusters Score -8025907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -8025899.500000 Penalty: 3713.338379
	Iteration 181Q: 3 clusters Score -8025900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 75394 members 
Entering Unmasked Estep 
Score: -8025904.000000 Penalty: 3713.338379
	Iteration 182Q: 3 clusters Score -8025904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 75395 members 
Entering Unmasked Estep 
Score: -8025909.500000 Penalty: 3713.338379
	Iteration 183Q: 3 clusters Score -8025910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -8025912.000000 Penalty: 3713.338379
	Iteration 184Q: 3 clusters Score -8025912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 75399 members 
Entering Unmasked Estep 
Score: -8025911.500000 Penalty: 3713.338379
	Iteration 185Q: 3 clusters Score -8025912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 75400 members 
Entering Unmasked Estep 
Score: -8025907.000000 Penalty: 3713.338379
	Iteration 186Q: 3 clusters Score -8025907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 75401 members 
Entering Unmasked Estep 
Score: -8025910.000000 Penalty: 3713.338379
	Iteration 187Q: 3 clusters Score -8025910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -8025909.500000 Penalty: 3713.338379
	Iteration 188Q: 3 clusters Score -8025910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -8025905.500000 Penalty: 3713.338379
	Iteration 189Q: 3 clusters Score -8025906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 75410 members 
Entering Unmasked Estep 
Score: -8025900.500000 Penalty: 3713.338379
	Iteration 190Q: 3 clusters Score -8025900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -8025910.000000 Penalty: 3713.338379
	Iteration 191Q: 3 clusters Score -8025910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -8025909.500000 Penalty: 3713.338379
	Iteration 192Q: 3 clusters Score -8025910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 75413 members 
Entering Unmasked Estep 
Score: -8025909.500000 Penalty: 3713.338379
	Iteration 193F: 3 clusters Score -8025910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 16230 members 
Mstep: Class 22 contains 19179 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1511 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 75413 members 
Entering Unmasked Estep 
Score: -40847516.000000 Penalty: 68086.757812
Splitting cluster 21 changes total score from -40815112.000000 to -40847516.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 22 (19179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Entering Unmasked Estep 
Score: -1660195.750000 Penalty: 1602.505371
	Iteration 0F: 2 clusters Score -1660196 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 9597 members 
Entering Unmasked Estep 
Score: -1647146.125000 Penalty: 3205.010742
	Iteration 0F: 3 clusters Score -1647146 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1652190.625000 Penalty: 3205.010742
	Iteration 1F: 3 clusters Score -1652191 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1653163.500000 Penalty: 3205.010742
	Iteration 2F: 3 clusters Score -1653164 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1654778.375000 Penalty: 3205.010742
	Iteration 3F: 3 clusters Score -1654778 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1656798.875000 Penalty: 3205.010742
	Iteration 4F: 3 clusters Score -1656799 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1658761.125000 Penalty: 3205.010742
	Iteration 5F: 3 clusters Score -1658761 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1660085.000000 Penalty: 3205.010742
	Iteration 6F: 3 clusters Score -1660085 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1660877.750000 Penalty: 3205.010742
	Iteration 7F: 3 clusters Score -1660878 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1661403.500000 Penalty: 3205.010742
	Iteration 8Q: 3 clusters Score -1661404 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1661781.250000 Penalty: 3205.010742
	Iteration 9Q: 3 clusters Score -1661781 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1662070.375000 Penalty: 3205.010742
	Iteration 10Q: 3 clusters Score -1662070 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1662312.500000 Penalty: 3205.010742
	Iteration 11Q: 3 clusters Score -1662312 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -1662565.250000 Penalty: 3205.010742
	Iteration 12Q: 3 clusters Score -1662565 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1662794.250000 Penalty: 3205.010742
	Iteration 13Q: 3 clusters Score -1662794 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1662972.750000 Penalty: 3205.010742
	Iteration 14Q: 3 clusters Score -1662973 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1663112.875000 Penalty: 3205.010742
	Iteration 15Q: 3 clusters Score -1663113 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1663211.500000 Penalty: 3205.010742
	Iteration 16Q: 3 clusters Score -1663212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -1663278.625000 Penalty: 3205.010742
	Iteration 17Q: 3 clusters Score -1663279 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -1663309.125000 Penalty: 3205.010742
	Iteration 18Q: 3 clusters Score -1663309 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1663329.000000 Penalty: 3205.010742
	Iteration 19Q: 3 clusters Score -1663329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -1663342.875000 Penalty: 3205.010742
	Iteration 20F: 3 clusters Score -1663343 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1663351.375000 Penalty: 3205.010742
	Iteration 21Q: 3 clusters Score -1663351 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1663354.125000 Penalty: 3205.010742
	Iteration 22Q: 3 clusters Score -1663354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1663356.250000 Penalty: 3205.010742
	Iteration 23Q: 3 clusters Score -1663356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -1663360.750000 Penalty: 3205.010742
	Iteration 24Q: 3 clusters Score -1663361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -1663368.375000 Penalty: 3205.010742
	Iteration 25Q: 3 clusters Score -1663368 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1663371.125000 Penalty: 3205.010742
	Iteration 26Q: 3 clusters Score -1663371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1663372.625000 Penalty: 3205.010742
	Iteration 27Q: 3 clusters Score -1663373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -1663371.250000 Penalty: 3205.010742
	Iteration 28Q: 3 clusters Score -1663371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -1663374.500000 Penalty: 3205.010742
	Iteration 29Q: 3 clusters Score -1663374 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1663380.750000 Penalty: 3205.010742
	Iteration 30Q: 3 clusters Score -1663381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1663381.375000 Penalty: 3205.010742
	Iteration 31Q: 3 clusters Score -1663381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -1663384.750000 Penalty: 3205.010742
	Iteration 32Q: 3 clusters Score -1663385 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -1663383.250000 Penalty: 3205.010742
	Iteration 33Q: 3 clusters Score -1663383 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1663392.125000 Penalty: 3205.010742
	Iteration 34Q: 3 clusters Score -1663392 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 14736 members 
Entering Unmasked Estep 
Score: -1663401.000000 Penalty: 3205.010742
	Iteration 35Q: 3 clusters Score -1663401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -1663401.750000 Penalty: 3205.010742
	Iteration 36Q: 3 clusters Score -1663402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -1663400.875000 Penalty: 3205.010742
	Iteration 37Q: 3 clusters Score -1663401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -1663401.750000 Penalty: 3205.010742
	Iteration 38Q: 3 clusters Score -1663402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1663403.125000 Penalty: 3205.010742
	Iteration 39Q: 3 clusters Score -1663403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -1663403.750000 Penalty: 3205.010742
	Iteration 40F: 3 clusters Score -1663404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1663407.000000 Penalty: 3205.010742
	Iteration 41Q: 3 clusters Score -1663407 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1663406.625000 Penalty: 3205.010742
	Iteration 42Q: 3 clusters Score -1663407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1663404.875000 Penalty: 3205.010742
	Iteration 43Q: 3 clusters Score -1663405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -1663407.625000 Penalty: 3205.010742
	Iteration 44Q: 3 clusters Score -1663408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1663407.750000 Penalty: 3205.010742
	Iteration 45Q: 3 clusters Score -1663408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1663404.875000 Penalty: 3205.010742
	Iteration 46Q: 3 clusters Score -1663405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -1663406.375000 Penalty: 3205.010742
	Iteration 47Q: 3 clusters Score -1663406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1663406.125000 Penalty: 3205.010742
	Iteration 48Q: 3 clusters Score -1663406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1663406.125000 Penalty: 3205.010742
	Iteration 49F: 3 clusters Score -1663406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2511 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 16230 members 
Mstep: Class 22 contains 4370 members 
Mstep: Class 23 contains 2615 members 
Mstep: Class 24 contains 109758 members 
Mstep: Class 25 contains 9211 members 
Mstep: Class 26 contains 22621 members 
Mstep: Class 27 contains 2751 members 
Mstep: Class 28 contains 9990 members 
Mstep: Class 29 contains 2474 members 
Mstep: Class 30 contains 1511 members 
Mstep: Class 31 contains 9439 members 
Mstep: Class 32 contains 75413 members 
Mstep: Class 33 contains 14809 members 
Entering Unmasked Estep 
Score: -40850236.000000 Penalty: 70214.468750
Splitting cluster 22 changes total score from -40815112.000000 to -40850236.000000
So it's getting split into cluster 33.
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 3 contains 4696 members 
Mstep: Class 4 contains 37599 members 
Mstep: Class 5 contains 16018 members 
Mstep: Class 6 contains 811 members 
Mstep: Class 7 contains 22532 members 
Mstep: Class 8 contains 4323 members 
Mstep: Class 9 contains 2579 members 
Mstep: Class 10 contains 35596 members 
Mstep: Class 11 contains 20750 members 
Mstep: Class 12 contains 13180 members 
Mstep: Class 13 contains 1073 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 1580 members 
Mstep: Class 16 contains 4442 members 
Mstep: Class 18 contains 12144 members 
Mstep: Class 19 contains 831 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 16230 members 
Mstep: Class 22 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40858820.000000 Penalty: 70214.468750
Iteration 39Q: 34 clusters Score -4.085882e+07 nChanged 10756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2437 members 
Mstep: Class 3 contains 4546 members 
Mstep: Class 4 contains 38030 members 
Mstep: Class 5 contains 16175 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 22517 members 
Mstep: Class 8 contains 4328 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 35903 members 
Mstep: Class 11 contains 20877 members 
Mstep: Class 12 contains 13437 members 
Mstep: Class 13 contains 1258 members 
Mstep: Class 14 contains 4196 members 
Mstep: Class 15 contains 1669 members 
Mstep: Class 16 contains 4473 members 
Mstep: Class 17 contains 2769 members 
Mstep: Class 18 contains 12148 members 
Mstep: Class 19 contains 924 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 16247 members 
Mstep: Class 22 contains 4711 members 
Mstep: Class 23 contains 2456 members 
Mstep: Class 24 contains 109604 members 
Mstep: Class 25 contains 9235 members 
Mstep: Class 26 contains 22269 members 
Mstep: Class 27 contains 2455 members 
Mstep: Class 28 contains 9459 members 
Mstep: Class 29 contains 2466 members 
Mstep: Class 30 contains 1522 members 
Mstep: Class 31 contains 9277 members 
Mstep: Class 32 contains 75159 members 
Mstep: Class 33 contains 14030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40866080.000000 Penalty: 70214.468750
Iteration 40F: 34 clusters Score -4.086608e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 4401 members 
Mstep: Class 4 contains 37299 members 
Mstep: Class 5 contains 16032 members 
Mstep: Class 6 contains 809 members 
Mstep: Class 7 contains 22292 members 
Mstep: Class 8 contains 4196 members 
Mstep: Class 9 contains 2884 members 
Mstep: Class 10 contains 35976 members 
Mstep: Class 11 contains 20581 members 
Mstep: Class 12 contains 12880 members 
Mstep: Class 13 contains 1344 members 
Mstep: Class 14 contains 4163 members 
Mstep: Class 15 contains 1605 members 
Mstep: Class 16 contains 4093 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 11941 members 
Mstep: Class 19 contains 960 members 
Mstep: Class 20 contains 12628 members 
Mstep: Class 21 contains 16295 members 
Mstep: Class 22 contains 4846 members 
Mstep: Class 23 contains 2625 members 
Mstep: Class 24 contains 109912 members 
Mstep: Class 25 contains 9868 members 
Mstep: Class 26 contains 22809 members 
Mstep: Class 27 contains 2382 members 
Mstep: Class 28 contains 9538 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1533 members 
Mstep: Class 31 contains 9365 members 
Mstep: Class 32 contains 75807 members 
Mstep: Class 33 contains 14248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869176.000000 Penalty: 70214.468750
Iteration 41Q: 34 clusters Score -4.086918e+07 nChanged 5605
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2543 members 
Mstep: Class 3 contains 4289 members 
Mstep: Class 4 contains 36699 members 
Mstep: Class 5 contains 15958 members 
Mstep: Class 6 contains 810 members 
Mstep: Class 7 contains 22151 members 
Mstep: Class 8 contains 4091 members 
Mstep: Class 9 contains 2936 members 
Mstep: Class 10 contains 36102 members 
Mstep: Class 11 contains 20373 members 
Mstep: Class 12 contains 12619 members 
Mstep: Class 13 contains 1394 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 1589 members 
Mstep: Class 16 contains 3787 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 11811 members 
Mstep: Class 19 contains 1007 members 
Mstep: Class 20 contains 12562 members 
Mstep: Class 21 contains 16418 members 
Mstep: Class 22 contains 4984 members 
Mstep: Class 23 contains 2748 members 
Mstep: Class 24 contains 110051 members 
Mstep: Class 25 contains 10318 members 
Mstep: Class 26 contains 23117 members 
Mstep: Class 27 contains 2282 members 
Mstep: Class 28 contains 9608 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 1547 members 
Mstep: Class 31 contains 9421 members 
Mstep: Class 32 contains 76073 members 
Mstep: Class 33 contains 14440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871244.000000 Penalty: 70214.468750
Iteration 42Q: 34 clusters Score -4.087124e+07 nChanged 4435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2570 members 
Mstep: Class 3 contains 4194 members 
Mstep: Class 4 contains 36135 members 
Mstep: Class 5 contains 15914 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 22036 members 
Mstep: Class 8 contains 4039 members 
Mstep: Class 9 contains 2992 members 
Mstep: Class 10 contains 36238 members 
Mstep: Class 11 contains 20229 members 
Mstep: Class 12 contains 12456 members 
Mstep: Class 13 contains 1428 members 
Mstep: Class 14 contains 4114 members 
Mstep: Class 15 contains 1606 members 
Mstep: Class 16 contains 3555 members 
Mstep: Class 17 contains 2764 members 
Mstep: Class 18 contains 11697 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 12529 members 
Mstep: Class 21 contains 16605 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 2886 members 
Mstep: Class 24 contains 110066 members 
Mstep: Class 25 contains 10643 members 
Mstep: Class 26 contains 23382 members 
Mstep: Class 27 contains 2191 members 
Mstep: Class 28 contains 9677 members 
Mstep: Class 29 contains 2632 members 
Mstep: Class 30 contains 1559 members 
Mstep: Class 31 contains 9435 members 
Mstep: Class 32 contains 76110 members 
Mstep: Class 33 contains 14660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872888.000000 Penalty: 70214.468750
Iteration 43Q: 34 clusters Score -4.087289e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 4119 members 
Mstep: Class 4 contains 35654 members 
Mstep: Class 5 contains 15841 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 21943 members 
Mstep: Class 8 contains 3971 members 
Mstep: Class 9 contains 3038 members 
Mstep: Class 10 contains 36359 members 
Mstep: Class 11 contains 20115 members 
Mstep: Class 12 contains 12328 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 4084 members 
Mstep: Class 15 contains 1629 members 
Mstep: Class 16 contains 3360 members 
Mstep: Class 17 contains 2727 members 
Mstep: Class 18 contains 11589 members 
Mstep: Class 19 contains 1088 members 
Mstep: Class 20 contains 12506 members 
Mstep: Class 21 contains 16780 members 
Mstep: Class 22 contains 5282 members 
Mstep: Class 23 contains 3024 members 
Mstep: Class 24 contains 110040 members 
Mstep: Class 25 contains 10893 members 
Mstep: Class 26 contains 23627 members 
Mstep: Class 27 contains 2088 members 
Mstep: Class 28 contains 9757 members 
Mstep: Class 29 contains 2682 members 
Mstep: Class 30 contains 1575 members 
Mstep: Class 31 contains 9428 members 
Mstep: Class 32 contains 76098 members 
Mstep: Class 33 contains 14884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874136.000000 Penalty: 70214.468750
Iteration 44Q: 34 clusters Score -4.087414e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 4058 members 
Mstep: Class 4 contains 35291 members 
Mstep: Class 5 contains 15783 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 21867 members 
Mstep: Class 8 contains 3900 members 
Mstep: Class 9 contains 3067 members 
Mstep: Class 10 contains 36428 members 
Mstep: Class 11 contains 20028 members 
Mstep: Class 12 contains 12235 members 
Mstep: Class 13 contains 1443 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 1656 members 
Mstep: Class 16 contains 3205 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 11528 members 
Mstep: Class 19 contains 1149 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 16970 members 
Mstep: Class 22 contains 5438 members 
Mstep: Class 23 contains 3141 members 
Mstep: Class 24 contains 109990 members 
Mstep: Class 25 contains 11080 members 
Mstep: Class 26 contains 23861 members 
Mstep: Class 27 contains 1994 members 
Mstep: Class 28 contains 9843 members 
Mstep: Class 29 contains 2728 members 
Mstep: Class 30 contains 1581 members 
Mstep: Class 31 contains 9420 members 
Mstep: Class 32 contains 75958 members 
Mstep: Class 33 contains 15053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875468.000000 Penalty: 70214.468750
Iteration 45Q: 34 clusters Score -4.087547e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 2699 members 
Mstep: Class 3 contains 3985 members 
Mstep: Class 4 contains 34968 members 
Mstep: Class 5 contains 15712 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 21788 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 3088 members 
Mstep: Class 10 contains 36501 members 
Mstep: Class 11 contains 19954 members 
Mstep: Class 12 contains 12160 members 
Mstep: Class 13 contains 1447 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 1674 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 11481 members 
Mstep: Class 19 contains 1221 members 
Mstep: Class 20 contains 12498 members 
Mstep: Class 21 contains 17181 members 
Mstep: Class 22 contains 5637 members 
Mstep: Class 23 contains 3231 members 
Mstep: Class 24 contains 109910 members 
Mstep: Class 25 contains 11241 members 
Mstep: Class 26 contains 24074 members 
Mstep: Class 27 contains 1914 members 
Mstep: Class 28 contains 9953 members 
Mstep: Class 29 contains 2761 members 
Mstep: Class 30 contains 1586 members 
Mstep: Class 31 contains 9400 members 
Mstep: Class 32 contains 75788 members 
Mstep: Class 33 contains 15165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876604.000000 Penalty: 70214.468750
Iteration 46Q: 34 clusters Score -4.08766e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 2750 members 
Mstep: Class 3 contains 3928 members 
Mstep: Class 4 contains 34714 members 
Mstep: Class 5 contains 15617 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 21712 members 
Mstep: Class 8 contains 3776 members 
Mstep: Class 9 contains 3108 members 
Mstep: Class 10 contains 36547 members 
Mstep: Class 11 contains 19893 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 13 contains 1449 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 1691 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 2578 members 
Mstep: Class 18 contains 11423 members 
Mstep: Class 19 contains 1266 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 17371 members 
Mstep: Class 22 contains 5843 members 
Mstep: Class 23 contains 3301 members 
Mstep: Class 24 contains 109834 members 
Mstep: Class 25 contains 11378 members 
Mstep: Class 26 contains 24285 members 
Mstep: Class 27 contains 1846 members 
Mstep: Class 28 contains 10088 members 
Mstep: Class 29 contains 2799 members 
Mstep: Class 30 contains 1587 members 
Mstep: Class 31 contains 9390 members 
Mstep: Class 32 contains 75591 members 
Mstep: Class 33 contains 15255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877208.000000 Penalty: 70214.468750
Iteration 47Q: 34 clusters Score -4.087721e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2790 members 
Mstep: Class 3 contains 3862 members 
Mstep: Class 4 contains 34506 members 
Mstep: Class 5 contains 15517 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 21638 members 
Mstep: Class 8 contains 3738 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 36596 members 
Mstep: Class 11 contains 19817 members 
Mstep: Class 12 contains 12038 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 1718 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 2555 members 
Mstep: Class 18 contains 11358 members 
Mstep: Class 19 contains 1298 members 
Mstep: Class 20 contains 12477 members 
Mstep: Class 21 contains 17568 members 
Mstep: Class 22 contains 6060 members 
Mstep: Class 23 contains 3365 members 
Mstep: Class 24 contains 109755 members 
Mstep: Class 25 contains 11512 members 
Mstep: Class 26 contains 24489 members 
Mstep: Class 27 contains 1786 members 
Mstep: Class 28 contains 10208 members 
Mstep: Class 29 contains 2830 members 
Mstep: Class 30 contains 1588 members 
Mstep: Class 31 contains 9384 members 
Mstep: Class 32 contains 75365 members 
Mstep: Class 33 contains 15337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877696.000000 Penalty: 70214.468750
Iteration 48Q: 34 clusters Score -4.08777e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2827 members 
Mstep: Class 3 contains 3799 members 
Mstep: Class 4 contains 34335 members 
Mstep: Class 5 contains 15422 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 21587 members 
Mstep: Class 8 contains 3710 members 
Mstep: Class 9 contains 3131 members 
Mstep: Class 10 contains 36670 members 
Mstep: Class 11 contains 19763 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 1450 members 
Mstep: Class 14 contains 3988 members 
Mstep: Class 15 contains 1743 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 2528 members 
Mstep: Class 18 contains 11304 members 
Mstep: Class 19 contains 1317 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 17808 members 
Mstep: Class 22 contains 6228 members 
Mstep: Class 23 contains 3429 members 
Mstep: Class 24 contains 109636 members 
Mstep: Class 25 contains 11626 members 
Mstep: Class 26 contains 24661 members 
Mstep: Class 27 contains 1723 members 
Mstep: Class 28 contains 10317 members 
Mstep: Class 29 contains 2859 members 
Mstep: Class 30 contains 1590 members 
Mstep: Class 31 contains 9381 members 
Mstep: Class 32 contains 75072 members 
Mstep: Class 33 contains 15423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878180.000000 Penalty: 70214.468750
Iteration 49Q: 34 clusters Score -4.087818e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2841 members 
Mstep: Class 3 contains 3746 members 
Mstep: Class 4 contains 34195 members 
Mstep: Class 5 contains 15338 members 
Mstep: Class 6 contains 822 members 
Mstep: Class 7 contains 21531 members 
Mstep: Class 8 contains 3699 members 
Mstep: Class 9 contains 3130 members 
Mstep: Class 10 contains 36735 members 
Mstep: Class 11 contains 19709 members 
Mstep: Class 12 contains 11947 members 
Mstep: Class 13 contains 1448 members 
Mstep: Class 14 contains 3975 members 
Mstep: Class 15 contains 1761 members 
Mstep: Class 16 contains 2747 members 
Mstep: Class 17 contains 2501 members 
Mstep: Class 18 contains 11260 members 
Mstep: Class 19 contains 1336 members 
Mstep: Class 20 contains 12479 members 
Mstep: Class 21 contains 18060 members 
Mstep: Class 22 contains 6370 members 
Mstep: Class 23 contains 3521 members 
Mstep: Class 24 contains 109543 members 
Mstep: Class 25 contains 11725 members 
Mstep: Class 26 contains 24807 members 
Mstep: Class 27 contains 1680 members 
Mstep: Class 28 contains 10393 members 
Mstep: Class 29 contains 2883 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 9373 members 
Mstep: Class 32 contains 74751 members 
Mstep: Class 33 contains 15496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878436.000000 Penalty: 70214.468750
Iteration 50Q: 34 clusters Score -4.087844e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2851 members 
Mstep: Class 3 contains 3686 members 
Mstep: Class 4 contains 34106 members 
Mstep: Class 5 contains 15261 members 
Mstep: Class 6 contains 826 members 
Mstep: Class 7 contains 21481 members 
Mstep: Class 8 contains 3704 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 36777 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 11906 members 
Mstep: Class 13 contains 1444 members 
Mstep: Class 14 contains 3962 members 
Mstep: Class 15 contains 1785 members 
Mstep: Class 16 contains 2685 members 
Mstep: Class 17 contains 2472 members 
Mstep: Class 18 contains 11227 members 
Mstep: Class 19 contains 1351 members 
Mstep: Class 20 contains 12486 members 
Mstep: Class 21 contains 18319 members 
Mstep: Class 22 contains 6490 members 
Mstep: Class 23 contains 3615 members 
Mstep: Class 24 contains 109458 members 
Mstep: Class 25 contains 11806 members 
Mstep: Class 26 contains 24939 members 
Mstep: Class 27 contains 1644 members 
Mstep: Class 28 contains 10495 members 
Mstep: Class 29 contains 2894 members 
Mstep: Class 30 contains 1593 members 
Mstep: Class 31 contains 9359 members 
Mstep: Class 32 contains 74403 members 
Mstep: Class 33 contains 15572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878860.000000 Penalty: 70214.468750
Iteration 51Q: 34 clusters Score -4.087886e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2861 members 
Mstep: Class 3 contains 3634 members 
Mstep: Class 4 contains 34060 members 
Mstep: Class 5 contains 15212 members 
Mstep: Class 6 contains 821 members 
Mstep: Class 7 contains 21449 members 
Mstep: Class 8 contains 3722 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 36821 members 
Mstep: Class 11 contains 19633 members 
Mstep: Class 12 contains 11874 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 3960 members 
Mstep: Class 15 contains 1819 members 
Mstep: Class 16 contains 2629 members 
Mstep: Class 17 contains 2432 members 
Mstep: Class 18 contains 11188 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 12494 members 
Mstep: Class 21 contains 18623 members 
Mstep: Class 22 contains 6569 members 
Mstep: Class 23 contains 3685 members 
Mstep: Class 24 contains 109383 members 
Mstep: Class 25 contains 11871 members 
Mstep: Class 26 contains 25038 members 
Mstep: Class 27 contains 1615 members 
Mstep: Class 28 contains 10570 members 
Mstep: Class 29 contains 2912 members 
Mstep: Class 30 contains 1596 members 
Mstep: Class 31 contains 9351 members 
Mstep: Class 32 contains 73975 members 
Mstep: Class 33 contains 15652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879140.000000 Penalty: 70214.468750
Iteration 52Q: 34 clusters Score -4.087914e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 2866 members 
Mstep: Class 3 contains 3596 members 
Mstep: Class 4 contains 34010 members 
Mstep: Class 5 contains 15169 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 21418 members 
Mstep: Class 8 contains 3749 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 36854 members 
Mstep: Class 11 contains 19595 members 
Mstep: Class 12 contains 11836 members 
Mstep: Class 13 contains 1439 members 
Mstep: Class 14 contains 3955 members 
Mstep: Class 15 contains 1840 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 17 contains 2384 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 18938 members 
Mstep: Class 22 contains 6657 members 
Mstep: Class 23 contains 3744 members 
Mstep: Class 24 contains 109294 members 
Mstep: Class 25 contains 11933 members 
Mstep: Class 26 contains 25135 members 
Mstep: Class 27 contains 1581 members 
Mstep: Class 28 contains 10665 members 
Mstep: Class 29 contains 2917 members 
Mstep: Class 30 contains 1597 members 
Mstep: Class 31 contains 9342 members 
Mstep: Class 32 contains 73562 members 
Mstep: Class 33 contains 15720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879332.000000 Penalty: 70214.468750
Iteration 53Q: 34 clusters Score -4.087933e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3557 members 
Mstep: Class 4 contains 33984 members 
Mstep: Class 5 contains 15125 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 21386 members 
Mstep: Class 8 contains 3781 members 
Mstep: Class 9 contains 3123 members 
Mstep: Class 10 contains 36906 members 
Mstep: Class 11 contains 19563 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 1437 members 
Mstep: Class 14 contains 3945 members 
Mstep: Class 15 contains 1856 members 
Mstep: Class 16 contains 2548 members 
Mstep: Class 17 contains 2335 members 
Mstep: Class 18 contains 11121 members 
Mstep: Class 19 contains 1403 members 
Mstep: Class 20 contains 12508 members 
Mstep: Class 21 contains 19233 members 
Mstep: Class 22 contains 6734 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 109220 members 
Mstep: Class 25 contains 11986 members 
Mstep: Class 26 contains 25217 members 
Mstep: Class 27 contains 1551 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 2921 members 
Mstep: Class 30 contains 1598 members 
Mstep: Class 31 contains 9338 members 
Mstep: Class 32 contains 73160 members 
Mstep: Class 33 contains 15777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879708.000000 Penalty: 70214.468750
Iteration 54Q: 34 clusters Score -4.087971e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 3519 members 
Mstep: Class 4 contains 33961 members 
Mstep: Class 5 contains 15077 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 21354 members 
Mstep: Class 8 contains 3811 members 
Mstep: Class 9 contains 3114 members 
Mstep: Class 10 contains 36945 members 
Mstep: Class 11 contains 19538 members 
Mstep: Class 12 contains 11772 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 3942 members 
Mstep: Class 15 contains 1876 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 2294 members 
Mstep: Class 18 contains 11093 members 
Mstep: Class 19 contains 1413 members 
Mstep: Class 20 contains 12520 members 
Mstep: Class 21 contains 19540 members 
Mstep: Class 22 contains 6812 members 
Mstep: Class 23 contains 3867 members 
Mstep: Class 24 contains 109170 members 
Mstep: Class 25 contains 12043 members 
Mstep: Class 26 contains 25299 members 
Mstep: Class 27 contains 1529 members 
Mstep: Class 28 contains 10800 members 
Mstep: Class 29 contains 2927 members 
Mstep: Class 30 contains 1600 members 
Mstep: Class 31 contains 9341 members 
Mstep: Class 32 contains 72751 members 
Mstep: Class 33 contains 15829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879968.000000 Penalty: 70214.468750
Iteration 55Q: 34 clusters Score -4.087997e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 2873 members 
Mstep: Class 3 contains 3489 members 
Mstep: Class 4 contains 33958 members 
Mstep: Class 5 contains 15040 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 21320 members 
Mstep: Class 8 contains 3822 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 36968 members 
Mstep: Class 11 contains 19514 members 
Mstep: Class 12 contains 11741 members 
Mstep: Class 13 contains 1430 members 
Mstep: Class 14 contains 3937 members 
Mstep: Class 15 contains 1900 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 2269 members 
Mstep: Class 18 contains 11057 members 
Mstep: Class 19 contains 1432 members 
Mstep: Class 20 contains 12538 members 
Mstep: Class 21 contains 19854 members 
Mstep: Class 22 contains 6886 members 
Mstep: Class 23 contains 3918 members 
Mstep: Class 24 contains 109145 members 
Mstep: Class 25 contains 12090 members 
Mstep: Class 26 contains 25384 members 
Mstep: Class 27 contains 1509 members 
Mstep: Class 28 contains 10848 members 
Mstep: Class 29 contains 2922 members 
Mstep: Class 30 contains 1600 members 
Mstep: Class 31 contains 9343 members 
Mstep: Class 32 contains 72310 members 
Mstep: Class 33 contains 15867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880272.000000 Penalty: 70214.468750
Iteration 56Q: 34 clusters Score -4.088027e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2871 members 
Mstep: Class 3 contains 3460 members 
Mstep: Class 4 contains 33971 members 
Mstep: Class 5 contains 15003 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 21283 members 
Mstep: Class 8 contains 3832 members 
Mstep: Class 9 contains 3111 members 
Mstep: Class 10 contains 36981 members 
Mstep: Class 11 contains 19491 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1421 members 
Mstep: Class 14 contains 3931 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 2258 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 1442 members 
Mstep: Class 20 contains 12546 members 
Mstep: Class 21 contains 20186 members 
Mstep: Class 22 contains 6944 members 
Mstep: Class 23 contains 3970 members 
Mstep: Class 24 contains 109144 members 
Mstep: Class 25 contains 12125 members 
Mstep: Class 26 contains 25463 members 
Mstep: Class 27 contains 1490 members 
Mstep: Class 28 contains 10897 members 
Mstep: Class 29 contains 2926 members 
Mstep: Class 30 contains 1602 members 
Mstep: Class 31 contains 9347 members 
Mstep: Class 32 contains 71861 members 
Mstep: Class 33 contains 15900 members 
Entering Unmasked Estep 
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Iteration 57Q: 34 clusters Score -4.088042e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2868 members 
Mstep: Class 3 contains 3430 members 
Mstep: Class 4 contains 34000 members 
Mstep: Class 5 contains 14975 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 21250 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 37006 members 
Mstep: Class 11 contains 19461 members 
Mstep: Class 12 contains 11678 members 
Mstep: Class 13 contains 1411 members 
Mstep: Class 14 contains 3926 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 2253 members 
Mstep: Class 18 contains 11012 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 12563 members 
Mstep: Class 21 contains 20543 members 
Mstep: Class 22 contains 6984 members 
Mstep: Class 23 contains 4001 members 
Mstep: Class 24 contains 109127 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 25543 members 
Mstep: Class 27 contains 1474 members 
Mstep: Class 28 contains 10928 members 
Mstep: Class 29 contains 2931 members 
Mstep: Class 30 contains 1605 members 
Mstep: Class 31 contains 9353 members 
Mstep: Class 32 contains 71378 members 
Mstep: Class 33 contains 15932 members 
Entering Unmasked Estep 
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Iteration 58Q: 34 clusters Score -4.088053e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2867 members 
Mstep: Class 3 contains 3412 members 
Mstep: Class 4 contains 34055 members 
Mstep: Class 5 contains 14948 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21205 members 
Mstep: Class 8 contains 3833 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 37020 members 
Mstep: Class 11 contains 19426 members 
Mstep: Class 12 contains 11657 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 3918 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 2377 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10989 members 
Mstep: Class 19 contains 1460 members 
Mstep: Class 20 contains 12582 members 
Mstep: Class 21 contains 20924 members 
Mstep: Class 22 contains 7023 members 
Mstep: Class 23 contains 4040 members 
Mstep: Class 24 contains 109124 members 
Mstep: Class 25 contains 12192 members 
Mstep: Class 26 contains 25599 members 
Mstep: Class 27 contains 1457 members 
Mstep: Class 28 contains 10943 members 
Mstep: Class 29 contains 2934 members 
Mstep: Class 30 contains 1605 members 
Mstep: Class 31 contains 9358 members 
Mstep: Class 32 contains 70880 members 
Mstep: Class 33 contains 15969 members 
Entering Unmasked Estep 
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Iteration 59Q: 34 clusters Score -4.088068e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2865 members 
Mstep: Class 3 contains 3403 members 
Mstep: Class 4 contains 34118 members 
Mstep: Class 5 contains 14918 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21177 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 3113 members 
Mstep: Class 10 contains 37035 members 
Mstep: Class 11 contains 19391 members 
Mstep: Class 12 contains 11636 members 
Mstep: Class 13 contains 1406 members 
Mstep: Class 14 contains 3910 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10965 members 
Mstep: Class 19 contains 1466 members 
Mstep: Class 20 contains 12606 members 
Mstep: Class 21 contains 21333 members 
Mstep: Class 22 contains 7062 members 
Mstep: Class 23 contains 4061 members 
Mstep: Class 24 contains 109114 members 
Mstep: Class 25 contains 12224 members 
Mstep: Class 26 contains 25658 members 
Mstep: Class 27 contains 1443 members 
Mstep: Class 28 contains 10966 members 
Mstep: Class 29 contains 2928 members 
Mstep: Class 30 contains 1606 members 
Mstep: Class 31 contains 9364 members 
Mstep: Class 32 contains 70338 members 
Mstep: Class 33 contains 16018 members 
Entering Unmasked Estep 
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Iteration 60F: 34 clusters Score -4.088114e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 34165 members 
Mstep: Class 5 contains 14892 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21140 members 
Mstep: Class 8 contains 3756 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 37041 members 
Mstep: Class 11 contains 19379 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1400 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 2249 members 
Mstep: Class 18 contains 10948 members 
Mstep: Class 19 contains 1504 members 
Mstep: Class 20 contains 12612 members 
Mstep: Class 21 contains 21773 members 
Mstep: Class 22 contains 7113 members 
Mstep: Class 23 contains 4176 members 
Mstep: Class 24 contains 109091 members 
Mstep: Class 25 contains 12240 members 
Mstep: Class 26 contains 25718 members 
Mstep: Class 27 contains 1423 members 
Mstep: Class 28 contains 10983 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 1607 members 
Mstep: Class 31 contains 9346 members 
Mstep: Class 32 contains 69739 members 
Mstep: Class 33 contains 16076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881532.000000 Penalty: 70214.468750
Iteration 61Q: 34 clusters Score -4.088153e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 34210 members 
Mstep: Class 5 contains 14867 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21109 members 
Mstep: Class 8 contains 3701 members 
Mstep: Class 9 contains 3115 members 
Mstep: Class 10 contains 37038 members 
Mstep: Class 11 contains 19366 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 1397 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 2333 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 10925 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 12626 members 
Mstep: Class 21 contains 22267 members 
Mstep: Class 22 contains 7179 members 
Mstep: Class 23 contains 4246 members 
Mstep: Class 24 contains 109072 members 
Mstep: Class 25 contains 12252 members 
Mstep: Class 26 contains 25787 members 
Mstep: Class 27 contains 1419 members 
Mstep: Class 28 contains 10996 members 
Mstep: Class 29 contains 2924 members 
Mstep: Class 30 contains 1609 members 
Mstep: Class 31 contains 9333 members 
Mstep: Class 32 contains 69046 members 
Mstep: Class 33 contains 16151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881712.000000 Penalty: 70214.468750
Iteration 62Q: 34 clusters Score -4.088171e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2920 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 34269 members 
Mstep: Class 5 contains 14841 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21084 members 
Mstep: Class 8 contains 3651 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 37038 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 1392 members 
Mstep: Class 14 contains 3905 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 2321 members 
Mstep: Class 17 contains 2240 members 
Mstep: Class 18 contains 10905 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 22749 members 
Mstep: Class 22 contains 7234 members 
Mstep: Class 23 contains 4299 members 
Mstep: Class 24 contains 109053 members 
Mstep: Class 25 contains 12259 members 
Mstep: Class 26 contains 25866 members 
Mstep: Class 27 contains 1408 members 
Mstep: Class 28 contains 11013 members 
Mstep: Class 29 contains 2935 members 
Mstep: Class 30 contains 1612 members 
Mstep: Class 31 contains 9321 members 
Mstep: Class 32 contains 68357 members 
Mstep: Class 33 contains 16209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881940.000000 Penalty: 70214.468750
Iteration 63Q: 34 clusters Score -4.088194e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 34323 members 
Mstep: Class 5 contains 14817 members 
Mstep: Class 6 contains 812 members 
Mstep: Class 7 contains 21061 members 
Mstep: Class 8 contains 3610 members 
Mstep: Class 9 contains 3124 members 
Mstep: Class 10 contains 37034 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 11602 members 
Mstep: Class 13 contains 1389 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 2010 members 
Mstep: Class 16 contains 2307 members 
Mstep: Class 17 contains 2237 members 
Mstep: Class 18 contains 10888 members 
Mstep: Class 19 contains 1583 members 
Mstep: Class 20 contains 12634 members 
Mstep: Class 21 contains 23273 members 
Mstep: Class 22 contains 7300 members 
Mstep: Class 23 contains 4338 members 
Mstep: Class 24 contains 109055 members 
Mstep: Class 25 contains 12260 members 
Mstep: Class 26 contains 25944 members 
Mstep: Class 27 contains 1400 members 
Mstep: Class 28 contains 11018 members 
Mstep: Class 29 contains 2938 members 
Mstep: Class 30 contains 1615 members 
Mstep: Class 31 contains 9320 members 
Mstep: Class 32 contains 67632 members 
Mstep: Class 33 contains 16257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882188.000000 Penalty: 70214.468750
Iteration 64Q: 34 clusters Score -4.088219e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2940 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 34367 members 
Mstep: Class 5 contains 14779 members 
Mstep: Class 6 contains 813 members 
Mstep: Class 7 contains 21030 members 
Mstep: Class 8 contains 3580 members 
Mstep: Class 9 contains 3123 members 
Mstep: Class 10 contains 37035 members 
Mstep: Class 11 contains 19337 members 
Mstep: Class 12 contains 11593 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 2019 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 10878 members 
Mstep: Class 19 contains 1590 members 
Mstep: Class 20 contains 12649 members 
Mstep: Class 21 contains 23835 members 
Mstep: Class 22 contains 7369 members 
Mstep: Class 23 contains 4371 members 
Mstep: Class 24 contains 109052 members 
Mstep: Class 25 contains 12262 members 
Mstep: Class 26 contains 26004 members 
Mstep: Class 27 contains 1391 members 
Mstep: Class 28 contains 11038 members 
Mstep: Class 29 contains 2940 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 9328 members 
Mstep: Class 32 contains 66896 members 
Mstep: Class 33 contains 16309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882336.000000 Penalty: 70214.468750
Iteration 65Q: 34 clusters Score -4.088234e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 34428 members 
Mstep: Class 5 contains 14746 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 3562 members 
Mstep: Class 9 contains 3127 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 19323 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 1382 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 15 contains 2035 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 17 contains 2235 members 
Mstep: Class 18 contains 10861 members 
Mstep: Class 19 contains 1599 members 
Mstep: Class 20 contains 12669 members 
Mstep: Class 21 contains 24437 members 
Mstep: Class 22 contains 7433 members 
Mstep: Class 23 contains 4395 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12268 members 
Mstep: Class 26 contains 26056 members 
Mstep: Class 27 contains 1378 members 
Mstep: Class 28 contains 11051 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 9333 members 
Mstep: Class 32 contains 66123 members 
Mstep: Class 33 contains 16351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882612.000000 Penalty: 70214.468750
Iteration 66Q: 34 clusters Score -4.088261e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 34503 members 
Mstep: Class 5 contains 14713 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20983 members 
Mstep: Class 8 contains 3544 members 
Mstep: Class 9 contains 3129 members 
Mstep: Class 10 contains 37042 members 
Mstep: Class 11 contains 19302 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 1378 members 
Mstep: Class 14 contains 3915 members 
Mstep: Class 15 contains 2045 members 
Mstep: Class 16 contains 2264 members 
Mstep: Class 17 contains 2238 members 
Mstep: Class 18 contains 10844 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 12693 members 
Mstep: Class 21 contains 25101 members 
Mstep: Class 22 contains 7486 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 109039 members 
Mstep: Class 25 contains 12275 members 
Mstep: Class 26 contains 26087 members 
Mstep: Class 27 contains 1370 members 
Mstep: Class 28 contains 11065 members 
Mstep: Class 29 contains 2942 members 
Mstep: Class 30 contains 1621 members 
Mstep: Class 31 contains 9340 members 
Mstep: Class 32 contains 65300 members 
Mstep: Class 33 contains 16382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882768.000000 Penalty: 70214.468750
Iteration 67Q: 34 clusters Score -4.088277e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2936 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 34576 members 
Mstep: Class 5 contains 14696 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20962 members 
Mstep: Class 8 contains 3532 members 
Mstep: Class 9 contains 3134 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 19285 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 1373 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2054 members 
Mstep: Class 16 contains 2259 members 
Mstep: Class 17 contains 2242 members 
Mstep: Class 18 contains 10827 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 12710 members 
Mstep: Class 21 contains 25759 members 
Mstep: Class 22 contains 7535 members 
Mstep: Class 23 contains 4457 members 
Mstep: Class 24 contains 109014 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 26117 members 
Mstep: Class 27 contains 1355 members 
Mstep: Class 28 contains 11091 members 
Mstep: Class 29 contains 2941 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 9348 members 
Mstep: Class 32 contains 64473 members 
Mstep: Class 33 contains 16432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40883196.000000 Penalty: 70214.468750
Iteration 68Q: 34 clusters Score -4.08832e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 34642 members 
Mstep: Class 5 contains 14674 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20949 members 
Mstep: Class 8 contains 3522 members 
Mstep: Class 9 contains 3141 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11559 members 
Mstep: Class 13 contains 1370 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2058 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 17 contains 2244 members 
Mstep: Class 18 contains 10801 members 
Mstep: Class 19 contains 1611 members 
Mstep: Class 20 contains 12723 members 
Mstep: Class 21 contains 26496 members 
Mstep: Class 22 contains 7592 members 
Mstep: Class 23 contains 4487 members 
Mstep: Class 24 contains 109005 members 
Mstep: Class 25 contains 12290 members 
Mstep: Class 26 contains 26158 members 
Mstep: Class 27 contains 1348 members 
Mstep: Class 28 contains 11081 members 
Mstep: Class 29 contains 2946 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 9360 members 
Mstep: Class 32 contains 63578 members 
Mstep: Class 33 contains 16453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40883472.000000 Penalty: 70214.468750
Iteration 69Q: 34 clusters Score -4.088347e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2937 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 34709 members 
Mstep: Class 5 contains 14652 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20941 members 
Mstep: Class 8 contains 3509 members 
Mstep: Class 9 contains 3146 members 
Mstep: Class 10 contains 37078 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 11560 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 3913 members 
Mstep: Class 15 contains 2080 members 
Mstep: Class 16 contains 2241 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10768 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 12739 members 
Mstep: Class 21 contains 27255 members 
Mstep: Class 22 contains 7656 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 109000 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 26176 members 
Mstep: Class 27 contains 1341 members 
Mstep: Class 28 contains 11062 members 
Mstep: Class 29 contains 2949 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 9375 members 
Mstep: Class 32 contains 62650 members 
Mstep: Class 33 contains 16489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40883684.000000 Penalty: 70214.468750
Iteration 70Q: 34 clusters Score -4.088368e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2935 members 
Mstep: Class 3 contains 3404 members 
Mstep: Class 4 contains 34796 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20917 members 
Mstep: Class 8 contains 3490 members 
Mstep: Class 9 contains 3153 members 
Mstep: Class 10 contains 37090 members 
Mstep: Class 11 contains 19241 members 
Mstep: Class 12 contains 11565 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 2090 members 
Mstep: Class 16 contains 2226 members 
Mstep: Class 17 contains 2243 members 
Mstep: Class 18 contains 10754 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 12768 members 
Mstep: Class 21 contains 28016 members 
Mstep: Class 22 contains 7711 members 
Mstep: Class 23 contains 4581 members 
Mstep: Class 24 contains 109001 members 
Mstep: Class 25 contains 12285 members 
Mstep: Class 26 contains 26185 members 
Mstep: Class 27 contains 1334 members 
Mstep: Class 28 contains 11049 members 
Mstep: Class 29 contains 2950 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 9388 members 
Mstep: Class 32 contains 61707 members 
Mstep: Class 33 contains 16519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40883784.000000 Penalty: 70214.468750
Iteration 71Q: 34 clusters Score -4.088378e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 34881 members 
Mstep: Class 5 contains 14624 members 
Mstep: Class 6 contains 814 members 
Mstep: Class 7 contains 20898 members 
Mstep: Class 8 contains 3472 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 37094 members 
Mstep: Class 11 contains 19234 members 
Mstep: Class 12 contains 11564 members 
Mstep: Class 13 contains 1364 members 
Mstep: Class 14 contains 3907 members 
Mstep: Class 15 contains 2101 members 
Mstep: Class 16 contains 2223 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 10731 members 
Mstep: Class 19 contains 1633 members 
Mstep: Class 20 contains 12790 members 
Mstep: Class 21 contains 28791 members 
Mstep: Class 22 contains 7770 members 
Mstep: Class 23 contains 4635 members 
Mstep: Class 24 contains 108990 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 26177 members 
Mstep: Class 27 contains 1328 members 
Mstep: Class 28 contains 11047 members 
Mstep: Class 29 contains 2954 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 9392 members 
Mstep: Class 32 contains 60764 members 
Mstep: Class 33 contains 16545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884012.000000 Penalty: 70214.468750
Iteration 72Q: 34 clusters Score -4.088401e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 34952 members 
Mstep: Class 5 contains 14607 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 20888 members 
Mstep: Class 8 contains 3453 members 
Mstep: Class 9 contains 3157 members 
Mstep: Class 10 contains 37100 members 
Mstep: Class 11 contains 19231 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 2207 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 10699 members 
Mstep: Class 19 contains 1646 members 
Mstep: Class 20 contains 12800 members 
Mstep: Class 21 contains 29534 members 
Mstep: Class 22 contains 7834 members 
Mstep: Class 23 contains 4685 members 
Mstep: Class 24 contains 108982 members 
Mstep: Class 25 contains 12283 members 
Mstep: Class 26 contains 26170 members 
Mstep: Class 27 contains 1319 members 
Mstep: Class 28 contains 11046 members 
Mstep: Class 29 contains 2961 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 9400 members 
Mstep: Class 32 contains 59889 members 
Mstep: Class 33 contains 16560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884368.000000 Penalty: 70214.468750
Iteration 73Q: 34 clusters Score -4.088437e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2933 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 35043 members 
Mstep: Class 5 contains 14596 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 20882 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 3160 members 
Mstep: Class 10 contains 37104 members 
Mstep: Class 11 contains 19235 members 
Mstep: Class 12 contains 11556 members 
Mstep: Class 13 contains 1367 members 
Mstep: Class 14 contains 3906 members 
Mstep: Class 15 contains 2106 members 
Mstep: Class 16 contains 2195 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 10683 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 12823 members 
Mstep: Class 21 contains 30239 members 
Mstep: Class 22 contains 7874 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 108985 members 
Mstep: Class 25 contains 12284 members 
Mstep: Class 26 contains 26155 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 11049 members 
Mstep: Class 29 contains 2962 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 9405 members 
Mstep: Class 32 contains 59021 members 
Mstep: Class 33 contains 16579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884516.000000 Penalty: 70214.468750
Iteration 74Q: 34 clusters Score -4.088452e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 35121 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 20879 members 
Mstep: Class 8 contains 3412 members 
Mstep: Class 9 contains 3163 members 
Mstep: Class 10 contains 37114 members 
Mstep: Class 11 contains 19230 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 3902 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 2185 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 10662 members 
Mstep: Class 19 contains 1667 members 
Mstep: Class 20 contains 12852 members 
Mstep: Class 21 contains 30928 members 
Mstep: Class 22 contains 7901 members 
Mstep: Class 23 contains 4784 members 
Mstep: Class 24 contains 108981 members 
Mstep: Class 25 contains 12291 members 
Mstep: Class 26 contains 26120 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 11053 members 
Mstep: Class 29 contains 2972 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9413 members 
Mstep: Class 32 contains 58183 members 
Mstep: Class 33 contains 16605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884716.000000 Penalty: 70214.468750
Iteration 75Q: 34 clusters Score -4.088472e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 2932 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 35195 members 
Mstep: Class 5 contains 14585 members 
Mstep: Class 6 contains 815 members 
Mstep: Class 7 contains 20872 members 
Mstep: Class 8 contains 3400 members 
Mstep: Class 9 contains 3171 members 
Mstep: Class 10 contains 37126 members 
Mstep: Class 11 contains 19226 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 2177 members 
Mstep: Class 17 contains 2245 members 
Mstep: Class 18 contains 10646 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 12888 members 
Mstep: Class 21 contains 31591 members 
Mstep: Class 22 contains 7932 members 
Mstep: Class 23 contains 4828 members 
Mstep: Class 24 contains 108974 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 26074 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 11050 members 
Mstep: Class 29 contains 2980 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9414 members 
Mstep: Class 32 contains 57390 members 
Mstep: Class 33 contains 16628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884936.000000 Penalty: 70214.468750
Iteration 76Q: 34 clusters Score -4.088494e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3396 members 
Mstep: Class 4 contains 35266 members 
Mstep: Class 5 contains 14583 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 20863 members 
Mstep: Class 8 contains 3379 members 
Mstep: Class 9 contains 3174 members 
Mstep: Class 10 contains 37144 members 
Mstep: Class 11 contains 19227 members 
Mstep: Class 12 contains 11553 members 
Mstep: Class 13 contains 1369 members 
Mstep: Class 14 contains 3896 members 
Mstep: Class 15 contains 2120 members 
Mstep: Class 16 contains 2170 members 
Mstep: Class 17 contains 2246 members 
Mstep: Class 18 contains 10634 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 32288 members 
Mstep: Class 22 contains 7960 members 
Mstep: Class 23 contains 4883 members 
Mstep: Class 24 contains 108964 members 
Mstep: Class 25 contains 12292 members 
Mstep: Class 26 contains 26007 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 11037 members 
Mstep: Class 29 contains 2982 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9417 members 
Mstep: Class 32 contains 56593 members 
Mstep: Class 33 contains 16648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885236.000000 Penalty: 70214.468750
Iteration 77Q: 34 clusters Score -4.088524e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35342 members 
Mstep: Class 5 contains 14589 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20854 members 
Mstep: Class 8 contains 3361 members 
Mstep: Class 9 contains 3178 members 
Mstep: Class 10 contains 37152 members 
Mstep: Class 11 contains 19228 members 
Mstep: Class 12 contains 11555 members 
Mstep: Class 13 contains 1366 members 
Mstep: Class 14 contains 3888 members 
Mstep: Class 15 contains 2123 members 
Mstep: Class 16 contains 2163 members 
Mstep: Class 17 contains 2248 members 
Mstep: Class 18 contains 10619 members 
Mstep: Class 19 contains 1699 members 
Mstep: Class 20 contains 12931 members 
Mstep: Class 21 contains 32939 members 
Mstep: Class 22 contains 7988 members 
Mstep: Class 23 contains 4923 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12306 members 
Mstep: Class 26 contains 25937 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 11022 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9422 members 
Mstep: Class 32 contains 55836 members 
Mstep: Class 33 contains 16677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885500.000000 Penalty: 70214.468750
Iteration 78Q: 34 clusters Score -4.08855e+07 nChanged 1108
Entering ConstructFrom: 
Score: -40885500.000000 Penalty: 70214.468750
Entering ConstructFrom: 
Trying to split cluster 1 (4449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Entering Unmasked Estep 
Score: -370673.875000 Penalty: 1365.070557
	Iteration 0F: 2 clusters Score -370673.9 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 2229 members 
Entering Unmasked Estep 
Score: -367054.562500 Penalty: 2730.141113
	Iteration 0F: 3 clusters Score -367054.6 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -368169.437500 Penalty: 2730.141113
	Iteration 1F: 3 clusters Score -368169.4 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -368600.812500 Penalty: 2730.141113
	Iteration 2F: 3 clusters Score -368600.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -369104.406250 Penalty: 2730.141113
	Iteration 3F: 3 clusters Score -369104.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -369665.656250 Penalty: 2730.141113
	Iteration 4F: 3 clusters Score -369665.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -370183.968750 Penalty: 2730.141113
	Iteration 5F: 3 clusters Score -370184 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -370598.343750 Penalty: 2730.141113
	Iteration 6F: 3 clusters Score -370598.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -370928.625000 Penalty: 2730.141113
	Iteration 7Q: 3 clusters Score -370928.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -371147.406250 Penalty: 2730.141113
	Iteration 8Q: 3 clusters Score -371147.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -371216.250000 Penalty: 2730.141113
	Iteration 9Q: 3 clusters Score -371216.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -371234.437500 Penalty: 2730.141113
	Iteration 10Q: 3 clusters Score -371234.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -371244.812500 Penalty: 2730.141113
	Iteration 11Q: 3 clusters Score -371244.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -371252.312500 Penalty: 2730.141113
	Iteration 12Q: 3 clusters Score -371252.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -371262.312500 Penalty: 2730.141113
	Iteration 13Q: 3 clusters Score -371262.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -371266.656250 Penalty: 2730.141113
	Iteration 14Q: 3 clusters Score -371266.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -371271.750000 Penalty: 2730.141113
	Iteration 15Q: 3 clusters Score -371271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -371274.468750 Penalty: 2730.141113
	Iteration 16Q: 3 clusters Score -371274.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -371276.062500 Penalty: 2730.141113
	Iteration 17Q: 3 clusters Score -371276.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -371277.187500 Penalty: 2730.141113
	Iteration 18Q: 3 clusters Score -371277.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -371278.312500 Penalty: 2730.141113
	Iteration 19Q: 3 clusters Score -371278.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -371278.906250 Penalty: 2730.141113
	Iteration 20F: 3 clusters Score -371278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -371279.625000 Penalty: 2730.141113
	Iteration 21Q: 3 clusters Score -371279.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -371280.468750 Penalty: 2730.141113
	Iteration 22Q: 3 clusters Score -371280.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -371281.250000 Penalty: 2730.141113
	Iteration 23Q: 3 clusters Score -371281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -371281.250000 Penalty: 2730.141113
	Iteration 24F: 3 clusters Score -371281.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 3341 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Entering Unmasked Estep 
Score: -40885516.000000 Penalty: 72342.187500
Splitting cluster 1 changes total score from -40885500.000000 to -40885516.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 2 (2928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Entering Unmasked Estep 
Score: -239451.734375 Penalty: 1297.087158
	Iteration 0F: 2 clusters Score -239451.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -236786.140625 Penalty: 2594.174316
	Iteration 0F: 3 clusters Score -236786.1 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -237686.828125 Penalty: 2594.174316
	Iteration 1F: 3 clusters Score -237686.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -238054.312500 Penalty: 2594.174316
	Iteration 2F: 3 clusters Score -238054.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -238351.906250 Penalty: 2594.174316
	Iteration 3F: 3 clusters Score -238351.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -238610.828125 Penalty: 2594.174316
	Iteration 4F: 3 clusters Score -238610.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -238853.921875 Penalty: 2594.174316
	Iteration 5F: 3 clusters Score -238853.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -239050.218750 Penalty: 2594.174316
	Iteration 6Q: 3 clusters Score -239050.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -239155.125000 Penalty: 2594.174316
	Iteration 7Q: 3 clusters Score -239155.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -239204.828125 Penalty: 2594.174316
	Iteration 8Q: 3 clusters Score -239204.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -239231.875000 Penalty: 2594.174316
	Iteration 9Q: 3 clusters Score -239231.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -239248.171875 Penalty: 2594.174316
	Iteration 10Q: 3 clusters Score -239248.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -239254.156250 Penalty: 2594.174316
	Iteration 11Q: 3 clusters Score -239254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -239258.031250 Penalty: 2594.174316
	Iteration 12Q: 3 clusters Score -239258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -239261.140625 Penalty: 2594.174316
	Iteration 13Q: 3 clusters Score -239261.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -239264.953125 Penalty: 2594.174316
	Iteration 14Q: 3 clusters Score -239265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -239267.546875 Penalty: 2594.174316
	Iteration 15Q: 3 clusters Score -239267.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -239270.281250 Penalty: 2594.174316
	Iteration 16Q: 3 clusters Score -239270.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -239270.843750 Penalty: 2594.174316
	Iteration 17Q: 3 clusters Score -239270.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -239272.031250 Penalty: 2594.174316
	Iteration 18Q: 3 clusters Score -239272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239271.890625 Penalty: 2594.174316
	Iteration 19Q: 3 clusters Score -239271.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -239271.890625 Penalty: 2594.174316
	Iteration 20F: 3 clusters Score -239271.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Entering Unmasked Estep 
Score: -297734.562500 Penalty: 1321.278076
	Iteration 0F: 2 clusters Score -297734.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -294724.812500 Penalty: 2642.556152
	Iteration 0F: 3 clusters Score -294724.8 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -295463.250000 Penalty: 2642.556152
	Iteration 1F: 3 clusters Score -295463.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -295725.781250 Penalty: 2642.556152
	Iteration 2F: 3 clusters Score -295725.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -295966.875000 Penalty: 2642.556152
	Iteration 3F: 3 clusters Score -295966.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -296145.937500 Penalty: 2642.556152
	Iteration 4F: 3 clusters Score -296145.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -296270.875000 Penalty: 2642.556152
	Iteration 5F: 3 clusters Score -296270.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -296358.656250 Penalty: 2642.556152
	Iteration 6Q: 3 clusters Score -296358.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -296418.593750 Penalty: 2642.556152
	Iteration 7Q: 3 clusters Score -296418.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -296469.031250 Penalty: 2642.556152
	Iteration 8Q: 3 clusters Score -296469 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -296498.531250 Penalty: 2642.556152
	Iteration 9Q: 3 clusters Score -296498.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -296524.781250 Penalty: 2642.556152
	Iteration 10Q: 3 clusters Score -296524.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -296545.531250 Penalty: 2642.556152
	Iteration 11Q: 3 clusters Score -296545.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -296560.062500 Penalty: 2642.556152
	Iteration 12Q: 3 clusters Score -296560.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -296574.062500 Penalty: 2642.556152
	Iteration 13Q: 3 clusters Score -296574.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -296586.218750 Penalty: 2642.556152
	Iteration 14Q: 3 clusters Score -296586.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -296598.218750 Penalty: 2642.556152
	Iteration 15Q: 3 clusters Score -296598.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -296606.375000 Penalty: 2642.556152
	Iteration 16Q: 3 clusters Score -296606.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -296611.156250 Penalty: 2642.556152
	Iteration 17Q: 3 clusters Score -296611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -296615.562500 Penalty: 2642.556152
	Iteration 18Q: 3 clusters Score -296615.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -296620.562500 Penalty: 2642.556152
	Iteration 19Q: 3 clusters Score -296620.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -296624.187500 Penalty: 2642.556152
	Iteration 20F: 3 clusters Score -296624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -296627.875000 Penalty: 2642.556152
	Iteration 21Q: 3 clusters Score -296627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -296630.656250 Penalty: 2642.556152
	Iteration 22Q: 3 clusters Score -296630.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -296636.281250 Penalty: 2642.556152
	Iteration 23Q: 3 clusters Score -296636.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -296638.843750 Penalty: 2642.556152
	Iteration 24Q: 3 clusters Score -296638.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -296638.875000 Penalty: 2642.556152
	Iteration 25Q: 3 clusters Score -296638.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -296639.906250 Penalty: 2642.556152
	Iteration 26Q: 3 clusters Score -296639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -296639.875000 Penalty: 2642.556152
	Iteration 27Q: 3 clusters Score -296639.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -296640.375000 Penalty: 2642.556152
	Iteration 28Q: 3 clusters Score -296640.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -296640.593750 Penalty: 2642.556152
	Iteration 29Q: 3 clusters Score -296640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -296641.093750 Penalty: 2642.556152
	Iteration 30Q: 3 clusters Score -296641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -296641.062500 Penalty: 2642.556152
	Iteration 31Q: 3 clusters Score -296641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -296641.500000 Penalty: 2642.556152
	Iteration 32Q: 3 clusters Score -296641.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -296642.062500 Penalty: 2642.556152
	Iteration 33Q: 3 clusters Score -296642.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -296642.656250 Penalty: 2642.556152
	Iteration 34Q: 3 clusters Score -296642.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -296642.656250 Penalty: 2642.556152
	Iteration 35F: 3 clusters Score -296642.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35425 members 
Entering Unmasked Estep 
Score: -3144281.250000 Penalty: 1702.215576
	Iteration 0F: 2 clusters Score -3144281 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -3120537.250000 Penalty: 3404.431152
	Iteration 0F: 3 clusters Score -3120537 nChanged 16270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -3129565.250000 Penalty: 3404.431152
	Iteration 1F: 3 clusters Score -3129565 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 19943 members 
Entering Unmasked Estep 
Score: -3130048.250000 Penalty: 3404.431152
	Iteration 2Q: 3 clusters Score -3130048 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -3130761.000000 Penalty: 3404.431152
	Iteration 3Q: 3 clusters Score -3130761 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 22729 members 
Entering Unmasked Estep 
Score: -3131832.750000 Penalty: 3404.431152
	Iteration 4F: 3 clusters Score -3131833 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3133510.750000 Penalty: 3404.431152
	Iteration 5F: 3 clusters Score -3133511 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3135736.000000 Penalty: 3404.431152
	Iteration 6F: 3 clusters Score -3135736 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3138082.250000 Penalty: 3404.431152
	Iteration 7F: 3 clusters Score -3138082 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -3140111.500000 Penalty: 3404.431152
	Iteration 8F: 3 clusters Score -3140112 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -3141421.500000 Penalty: 3404.431152
	Iteration 9Q: 3 clusters Score -3141422 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -3142064.500000 Penalty: 3404.431152
	Iteration 10Q: 3 clusters Score -3142064 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34613 members 
Entering Unmasked Estep 
Score: -3142381.500000 Penalty: 3404.431152
	Iteration 11Q: 3 clusters Score -3142382 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -3142573.000000 Penalty: 3404.431152
	Iteration 12Q: 3 clusters Score -3142573 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -3142661.000000 Penalty: 3404.431152
	Iteration 13Q: 3 clusters Score -3142661 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -3142722.000000 Penalty: 3404.431152
	Iteration 14Q: 3 clusters Score -3142722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -3142748.500000 Penalty: 3404.431152
	Iteration 15Q: 3 clusters Score -3142748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -3142764.750000 Penalty: 3404.431152
	Iteration 16Q: 3 clusters Score -3142765 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3142787.750000 Penalty: 3404.431152
	Iteration 17Q: 3 clusters Score -3142788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -3142799.000000 Penalty: 3404.431152
	Iteration 18Q: 3 clusters Score -3142799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -3142812.250000 Penalty: 3404.431152
	Iteration 19Q: 3 clusters Score -3142812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3142821.500000 Penalty: 3404.431152
	Iteration 20F: 3 clusters Score -3142822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -3142827.250000 Penalty: 3404.431152
	Iteration 21Q: 3 clusters Score -3142827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -3142830.000000 Penalty: 3404.431152
	Iteration 22Q: 3 clusters Score -3142830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -3142843.250000 Penalty: 3404.431152
	Iteration 23Q: 3 clusters Score -3142843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3142849.750000 Penalty: 3404.431152
	Iteration 24Q: 3 clusters Score -3142850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -3142853.250000 Penalty: 3404.431152
	Iteration 25Q: 3 clusters Score -3142853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -3142860.250000 Penalty: 3404.431152
	Iteration 26Q: 3 clusters Score -3142860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -3142864.250000 Penalty: 3404.431152
	Iteration 27Q: 3 clusters Score -3142864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -3142868.500000 Penalty: 3404.431152
	Iteration 28Q: 3 clusters Score -3142868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -3142877.000000 Penalty: 3404.431152
	Iteration 29Q: 3 clusters Score -3142877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -3142883.750000 Penalty: 3404.431152
	Iteration 30Q: 3 clusters Score -3142884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -3142886.250000 Penalty: 3404.431152
	Iteration 31Q: 3 clusters Score -3142886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -3142891.750000 Penalty: 3404.431152
	Iteration 32Q: 3 clusters Score -3142892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -3142894.250000 Penalty: 3404.431152
	Iteration 33Q: 3 clusters Score -3142894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3142897.250000 Penalty: 3404.431152
	Iteration 34Q: 3 clusters Score -3142897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35138 members 
Entering Unmasked Estep 
Score: -3142897.500000 Penalty: 3404.431152
	Iteration 35Q: 3 clusters Score -3142898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -3142897.750000 Penalty: 3404.431152
	Iteration 36Q: 3 clusters Score -3142898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -3142898.750000 Penalty: 3404.431152
	Iteration 37Q: 3 clusters Score -3142899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -3142898.750000 Penalty: 3404.431152
	Iteration 38F: 3 clusters Score -3142899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -1288827.500000 Penalty: 1558.109375
	Iteration 0F: 2 clusters Score -1288828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -1278678.500000 Penalty: 3116.218750
	Iteration 0F: 3 clusters Score -1278678 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1282307.375000 Penalty: 3116.218750
	Iteration 1F: 3 clusters Score -1282307 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1282638.250000 Penalty: 3116.218750
	Iteration 2F: 3 clusters Score -1282638 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1282944.250000 Penalty: 3116.218750
	Iteration 3F: 3 clusters Score -1282944 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1283279.125000 Penalty: 3116.218750
	Iteration 4Q: 3 clusters Score -1283279 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1283639.375000 Penalty: 3116.218750
	Iteration 5Q: 3 clusters Score -1283639 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1284037.750000 Penalty: 3116.218750
	Iteration 6F: 3 clusters Score -1284038 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1284505.625000 Penalty: 3116.218750
	Iteration 7F: 3 clusters Score -1284506 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -1285066.375000 Penalty: 3116.218750
	Iteration 8F: 3 clusters Score -1285066 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1285691.375000 Penalty: 3116.218750
	Iteration 9F: 3 clusters Score -1285691 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1286226.750000 Penalty: 3116.218750
	Iteration 10Q: 3 clusters Score -1286227 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1286677.750000 Penalty: 3116.218750
	Iteration 11Q: 3 clusters Score -1286678 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1286975.125000 Penalty: 3116.218750
	Iteration 12Q: 3 clusters Score -1286975 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1287195.250000 Penalty: 3116.218750
	Iteration 13Q: 3 clusters Score -1287195 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1287311.375000 Penalty: 3116.218750
	Iteration 14Q: 3 clusters Score -1287311 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1287367.750000 Penalty: 3116.218750
	Iteration 15Q: 3 clusters Score -1287368 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1287394.625000 Penalty: 3116.218750
	Iteration 16Q: 3 clusters Score -1287395 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1287419.125000 Penalty: 3116.218750
	Iteration 17Q: 3 clusters Score -1287419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1287435.125000 Penalty: 3116.218750
	Iteration 18Q: 3 clusters Score -1287435 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1287438.125000 Penalty: 3116.218750
	Iteration 19Q: 3 clusters Score -1287438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1287445.125000 Penalty: 3116.218750
	Iteration 20F: 3 clusters Score -1287445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1287451.750000 Penalty: 3116.218750
	Iteration 21Q: 3 clusters Score -1287452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1287456.750000 Penalty: 3116.218750
	Iteration 22Q: 3 clusters Score -1287457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1287463.500000 Penalty: 3116.218750
	Iteration 23Q: 3 clusters Score -1287464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1287465.000000 Penalty: 3116.218750
	Iteration 24Q: 3 clusters Score -1287465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1287465.375000 Penalty: 3116.218750
	Iteration 25Q: 3 clusters Score -1287465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1287468.375000 Penalty: 3116.218750
	Iteration 26Q: 3 clusters Score -1287468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1287469.375000 Penalty: 3116.218750
	Iteration 27Q: 3 clusters Score -1287469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1287469.500000 Penalty: 3116.218750
	Iteration 28Q: 3 clusters Score -1287470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1287474.875000 Penalty: 3116.218750
	Iteration 29Q: 3 clusters Score -1287475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1287477.125000 Penalty: 3116.218750
	Iteration 30Q: 3 clusters Score -1287477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1287477.750000 Penalty: 3116.218750
	Iteration 31Q: 3 clusters Score -1287478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1287478.500000 Penalty: 3116.218750
	Iteration 32Q: 3 clusters Score -1287478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1287479.500000 Penalty: 3116.218750
	Iteration 33Q: 3 clusters Score -1287480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1287480.000000 Penalty: 3116.218750
	Iteration 34Q: 3 clusters Score -1287480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1287480.000000 Penalty: 3116.218750
	Iteration 35F: 3 clusters Score -1287480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -71973.953125 Penalty: 1089.666260
	Iteration 0F: 2 clusters Score -71973.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70662.156250 Penalty: 2179.332520
	Iteration 0F: 3 clusters Score -70662.16 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70888.062500 Penalty: 2179.332520
	Iteration 1F: 3 clusters Score -70888.06 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -70924.703125 Penalty: 2179.332520
	Iteration 2F: 3 clusters Score -70924.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -70940.968750 Penalty: 2179.332520
	Iteration 3Q: 3 clusters Score -70940.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -70947.953125 Penalty: 2179.332520
	Iteration 4Q: 3 clusters Score -70947.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70953.625000 Penalty: 2179.332520
	Iteration 5Q: 3 clusters Score -70953.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -70957.070312 Penalty: 2179.332520
	Iteration 6Q: 3 clusters Score -70957.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70958.695312 Penalty: 2179.332520
	Iteration 7Q: 3 clusters Score -70958.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70960.609375 Penalty: 2179.332520
	Iteration 8Q: 3 clusters Score -70960.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70964.312500 Penalty: 2179.332520
	Iteration 9Q: 3 clusters Score -70964.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70967.242188 Penalty: 2179.332520
	Iteration 10Q: 3 clusters Score -70967.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70969.835938 Penalty: 2179.332520
	Iteration 11Q: 3 clusters Score -70969.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70972.546875 Penalty: 2179.332520
	Iteration 12Q: 3 clusters Score -70972.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70975.632812 Penalty: 2179.332520
	Iteration 13Q: 3 clusters Score -70975.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70976.843750 Penalty: 2179.332520
	Iteration 14Q: 3 clusters Score -70976.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70977.843750 Penalty: 2179.332520
	Iteration 15Q: 3 clusters Score -70977.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70978.585938 Penalty: 2179.332520
	Iteration 16Q: 3 clusters Score -70978.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70978.585938 Penalty: 2179.332520
	Iteration 17F: 3 clusters Score -70978.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Entering Unmasked Estep 
Score: -1831781.125000 Penalty: 1616.064575
	Iteration 0F: 2 clusters Score -1831781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -1817625.000000 Penalty: 3232.129150
	Iteration 0F: 3 clusters Score -1817625 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1823243.250000 Penalty: 3232.129150
	Iteration 1F: 3 clusters Score -1823243 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1824125.375000 Penalty: 3232.129150
	Iteration 2F: 3 clusters Score -1824125 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1825218.625000 Penalty: 3232.129150
	Iteration 3F: 3 clusters Score -1825219 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1826475.000000 Penalty: 3232.129150
	Iteration 4F: 3 clusters Score -1826475 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1827754.625000 Penalty: 3232.129150
	Iteration 5F: 3 clusters Score -1827755 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15210 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1828781.500000 Penalty: 3232.129150
	Iteration 6F: 3 clusters Score -1828782 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1829425.125000 Penalty: 3232.129150
	Iteration 7Q: 3 clusters Score -1829425 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1829800.375000 Penalty: 3232.129150
	Iteration 8Q: 3 clusters Score -1829800 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1830024.750000 Penalty: 3232.129150
	Iteration 9Q: 3 clusters Score -1830025 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1830153.875000 Penalty: 3232.129150
	Iteration 10Q: 3 clusters Score -1830154 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1830232.500000 Penalty: 3232.129150
	Iteration 11Q: 3 clusters Score -1830232 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1830294.625000 Penalty: 3232.129150
	Iteration 12Q: 3 clusters Score -1830295 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1830353.375000 Penalty: 3232.129150
	Iteration 13Q: 3 clusters Score -1830353 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1830406.750000 Penalty: 3232.129150
	Iteration 14Q: 3 clusters Score -1830407 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1830452.500000 Penalty: 3232.129150
	Iteration 15Q: 3 clusters Score -1830452 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1830508.500000 Penalty: 3232.129150
	Iteration 16Q: 3 clusters Score -1830508 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1830569.375000 Penalty: 3232.129150
	Iteration 17Q: 3 clusters Score -1830569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -1830651.875000 Penalty: 3232.129150
	Iteration 18Q: 3 clusters Score -1830652 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1830733.375000 Penalty: 3232.129150
	Iteration 19Q: 3 clusters Score -1830733 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -1830826.125000 Penalty: 3232.129150
	Iteration 20F: 3 clusters Score -1830826 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1830929.250000 Penalty: 3232.129150
	Iteration 21Q: 3 clusters Score -1830929 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1831033.250000 Penalty: 3232.129150
	Iteration 22Q: 3 clusters Score -1831033 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1831173.250000 Penalty: 3232.129150
	Iteration 23Q: 3 clusters Score -1831173 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1831310.125000 Penalty: 3232.129150
	Iteration 24Q: 3 clusters Score -1831310 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1831425.500000 Penalty: 3232.129150
	Iteration 25Q: 3 clusters Score -1831426 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1831517.875000 Penalty: 3232.129150
	Iteration 26Q: 3 clusters Score -1831518 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1831588.625000 Penalty: 3232.129150
	Iteration 27Q: 3 clusters Score -1831589 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1831641.125000 Penalty: 3232.129150
	Iteration 28Q: 3 clusters Score -1831641 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1831673.125000 Penalty: 3232.129150
	Iteration 29Q: 3 clusters Score -1831673 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1831686.875000 Penalty: 3232.129150
	Iteration 30Q: 3 clusters Score -1831687 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1831694.625000 Penalty: 3232.129150
	Iteration 31Q: 3 clusters Score -1831695 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1831698.750000 Penalty: 3232.129150
	Iteration 32Q: 3 clusters Score -1831699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1831697.625000 Penalty: 3232.129150
	Iteration 33Q: 3 clusters Score -1831698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1831698.375000 Penalty: 3232.129150
	Iteration 34Q: 3 clusters Score -1831698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1831699.750000 Penalty: 3232.129150
	Iteration 35Q: 3 clusters Score -1831700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -1831700.750000 Penalty: 3232.129150
	Iteration 36Q: 3 clusters Score -1831701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1831706.750000 Penalty: 3232.129150
	Iteration 37Q: 3 clusters Score -1831707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1831706.125000 Penalty: 3232.129150
	Iteration 38Q: 3 clusters Score -1831706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1831705.875000 Penalty: 3232.129150
	Iteration 39Q: 3 clusters Score -1831706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1831703.875000 Penalty: 3232.129150
	Iteration 40F: 3 clusters Score -1831704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1831706.625000 Penalty: 3232.129150
	Iteration 41Q: 3 clusters Score -1831707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1831704.750000 Penalty: 3232.129150
	Iteration 42Q: 3 clusters Score -1831705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1831704.750000 Penalty: 3232.129150
	Iteration 43F: 3 clusters Score -1831705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Entering Unmasked Estep 
Score: -257965.109375 Penalty: 1318.529053
	Iteration 0F: 2 clusters Score -257965.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -255111.843750 Penalty: 2637.058105
	Iteration 0F: 3 clusters Score -255111.8 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -256010.656250 Penalty: 2637.058105
	Iteration 1F: 3 clusters Score -256010.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -256454.562500 Penalty: 2637.058105
	Iteration 2F: 3 clusters Score -256454.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -256957.968750 Penalty: 2637.058105
	Iteration 3F: 3 clusters Score -256958 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -257376.218750 Penalty: 2637.058105
	Iteration 4F: 3 clusters Score -257376.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -257781.156250 Penalty: 2637.058105
	Iteration 5F: 3 clusters Score -257781.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -258135.671875 Penalty: 2637.058105
	Iteration 6F: 3 clusters Score -258135.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -258430.109375 Penalty: 2637.058105
	Iteration 7Q: 3 clusters Score -258430.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -258617.218750 Penalty: 2637.058105
	Iteration 8Q: 3 clusters Score -258617.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -258727.328125 Penalty: 2637.058105
	Iteration 9Q: 3 clusters Score -258727.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -258794.937500 Penalty: 2637.058105
	Iteration 10Q: 3 clusters Score -258794.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -258846.843750 Penalty: 2637.058105
	Iteration 11Q: 3 clusters Score -258846.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258897.546875 Penalty: 2637.058105
	Iteration 12Q: 3 clusters Score -258897.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -258928.828125 Penalty: 2637.058105
	Iteration 13Q: 3 clusters Score -258928.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -258951.578125 Penalty: 2637.058105
	Iteration 14Q: 3 clusters Score -258951.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -258965.640625 Penalty: 2637.058105
	Iteration 15Q: 3 clusters Score -258965.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -258973.390625 Penalty: 2637.058105
	Iteration 16Q: 3 clusters Score -258973.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -258981.656250 Penalty: 2637.058105
	Iteration 17Q: 3 clusters Score -258981.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -258987.031250 Penalty: 2637.058105
	Iteration 18Q: 3 clusters Score -258987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -258990.265625 Penalty: 2637.058105
	Iteration 19Q: 3 clusters Score -258990.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -258992.656250 Penalty: 2637.058105
	Iteration 20F: 3 clusters Score -258992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -258994.875000 Penalty: 2637.058105
	Iteration 21Q: 3 clusters Score -258994.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -258996.578125 Penalty: 2637.058105
	Iteration 22Q: 3 clusters Score -258996.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -258997.265625 Penalty: 2637.058105
	Iteration 23Q: 3 clusters Score -258997.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -258997.656250 Penalty: 2637.058105
	Iteration 24Q: 3 clusters Score -258997.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -258998.843750 Penalty: 2637.058105
	Iteration 25Q: 3 clusters Score -258998.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -258998.656250 Penalty: 2637.058105
	Iteration 26Q: 3 clusters Score -258998.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -258999.828125 Penalty: 2637.058105
	Iteration 27Q: 3 clusters Score -258999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -259000.187500 Penalty: 2637.058105
	Iteration 28Q: 3 clusters Score -259000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -259000.187500 Penalty: 2637.058105
	Iteration 29F: 3 clusters Score -259000.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Entering Unmasked Estep 
Score: -40885732.000000 Penalty: 74469.898438
Splitting cluster 8 changes total score from -40885500.000000 to -40885732.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 9 (3180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Entering Unmasked Estep 
Score: -269827.312500 Penalty: 1310.503418
	Iteration 0F: 2 clusters Score -269827.3 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 1555 members 
Entering Unmasked Estep 
Score: -267014.500000 Penalty: 2621.006836
	Iteration 0F: 3 clusters Score -267014.5 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -267780.812500 Penalty: 2621.006836
	Iteration 1F: 3 clusters Score -267780.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -267939.781250 Penalty: 2621.006836
	Iteration 2F: 3 clusters Score -267939.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -268067.281250 Penalty: 2621.006836
	Iteration 3F: 3 clusters Score -268067.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -268179.968750 Penalty: 2621.006836
	Iteration 4Q: 3 clusters Score -268180 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -268290.218750 Penalty: 2621.006836
	Iteration 5Q: 3 clusters Score -268290.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -268376.875000 Penalty: 2621.006836
	Iteration 6Q: 3 clusters Score -268376.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268457.468750 Penalty: 2621.006836
	Iteration 7Q: 3 clusters Score -268457.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -268570.468750 Penalty: 2621.006836
	Iteration 8Q: 3 clusters Score -268570.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -268754.062500 Penalty: 2621.006836
	Iteration 9Q: 3 clusters Score -268754.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -268970.781250 Penalty: 2621.006836
	Iteration 10F: 3 clusters Score -268970.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -269148.468750 Penalty: 2621.006836
	Iteration 11Q: 3 clusters Score -269148.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -269343.500000 Penalty: 2621.006836
	Iteration 12Q: 3 clusters Score -269343.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -269507.468750 Penalty: 2621.006836
	Iteration 13Q: 3 clusters Score -269507.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -269609.531250 Penalty: 2621.006836
	Iteration 14Q: 3 clusters Score -269609.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -269676.000000 Penalty: 2621.006836
	Iteration 15Q: 3 clusters Score -269676 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -269702.937500 Penalty: 2621.006836
	Iteration 16Q: 3 clusters Score -269702.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -269720.437500 Penalty: 2621.006836
	Iteration 17Q: 3 clusters Score -269720.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -269735.218750 Penalty: 2621.006836
	Iteration 18Q: 3 clusters Score -269735.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -269740.562500 Penalty: 2621.006836
	Iteration 19Q: 3 clusters Score -269740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -269744.281250 Penalty: 2621.006836
	Iteration 20F: 3 clusters Score -269744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -269746.031250 Penalty: 2621.006836
	Iteration 21Q: 3 clusters Score -269746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269746.750000 Penalty: 2621.006836
	Iteration 22Q: 3 clusters Score -269746.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269746.750000 Penalty: 2621.006836
	Iteration 23F: 3 clusters Score -269746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Entering Unmasked Estep 
Score: -3277318.000000 Penalty: 1709.998779
	Iteration 0F: 2 clusters Score -3277318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -3252276.750000 Penalty: 3419.997559
	Iteration 0F: 3 clusters Score -3252277 nChanged 17231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -3262046.500000 Penalty: 3419.997559
	Iteration 1F: 3 clusters Score -3262046 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3262534.250000 Penalty: 3419.997559
	Iteration 2Q: 3 clusters Score -3262534 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -3263079.500000 Penalty: 3419.997559
	Iteration 3Q: 3 clusters Score -3263080 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -3263649.250000 Penalty: 3419.997559
	Iteration 4Q: 3 clusters Score -3263649 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3264330.000000 Penalty: 3419.997559
	Iteration 5Q: 3 clusters Score -3264330 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3265159.000000 Penalty: 3419.997559
	Iteration 6Q: 3 clusters Score -3265159 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19847 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -3266284.250000 Penalty: 3419.997559
	Iteration 7F: 3 clusters Score -3266284 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3267700.500000 Penalty: 3419.997559
	Iteration 8F: 3 clusters Score -3267700 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -3269063.250000 Penalty: 3419.997559
	Iteration 9F: 3 clusters Score -3269063 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21298 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -3270178.000000 Penalty: 3419.997559
	Iteration 10F: 3 clusters Score -3270178 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3270783.000000 Penalty: 3419.997559
	Iteration 11Q: 3 clusters Score -3270783 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -3271125.250000 Penalty: 3419.997559
	Iteration 12Q: 3 clusters Score -3271125 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3271322.000000 Penalty: 3419.997559
	Iteration 13Q: 3 clusters Score -3271322 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -3271492.500000 Penalty: 3419.997559
	Iteration 14Q: 3 clusters Score -3271492 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -3271675.000000 Penalty: 3419.997559
	Iteration 15Q: 3 clusters Score -3271675 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -3271882.000000 Penalty: 3419.997559
	Iteration 16Q: 3 clusters Score -3271882 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3272090.000000 Penalty: 3419.997559
	Iteration 17Q: 3 clusters Score -3272090 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25542 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -3272306.250000 Penalty: 3419.997559
	Iteration 18Q: 3 clusters Score -3272306 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26127 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -3272504.000000 Penalty: 3419.997559
	Iteration 19Q: 3 clusters Score -3272504 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -3272728.750000 Penalty: 3419.997559
	Iteration 20F: 3 clusters Score -3272729 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3272976.750000 Penalty: 3419.997559
	Iteration 21Q: 3 clusters Score -3272977 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -3273228.250000 Penalty: 3419.997559
	Iteration 22Q: 3 clusters Score -3273228 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28544 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -3273468.750000 Penalty: 3419.997559
	Iteration 23Q: 3 clusters Score -3273469 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3273727.500000 Penalty: 3419.997559
	Iteration 24Q: 3 clusters Score -3273728 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -3274002.000000 Penalty: 3419.997559
	Iteration 25Q: 3 clusters Score -3274002 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3274277.000000 Penalty: 3419.997559
	Iteration 26Q: 3 clusters Score -3274277 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -3274570.750000 Penalty: 3419.997559
	Iteration 27Q: 3 clusters Score -3274571 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -3274840.000000 Penalty: 3419.997559
	Iteration 28Q: 3 clusters Score -3274840 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -3275073.750000 Penalty: 3419.997559
	Iteration 29Q: 3 clusters Score -3275074 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -3275249.500000 Penalty: 3419.997559
	Iteration 30Q: 3 clusters Score -3275250 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -3275371.250000 Penalty: 3419.997559
	Iteration 31Q: 3 clusters Score -3275371 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3275458.250000 Penalty: 3419.997559
	Iteration 32Q: 3 clusters Score -3275458 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -3275524.750000 Penalty: 3419.997559
	Iteration 33Q: 3 clusters Score -3275525 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33252 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -3275587.500000 Penalty: 3419.997559
	Iteration 34Q: 3 clusters Score -3275588 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3275622.750000 Penalty: 3419.997559
	Iteration 35Q: 3 clusters Score -3275623 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -3275649.250000 Penalty: 3419.997559
	Iteration 36Q: 3 clusters Score -3275649 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33689 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -3275685.000000 Penalty: 3419.997559
	Iteration 37Q: 3 clusters Score -3275685 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -3275690.500000 Penalty: 3419.997559
	Iteration 38Q: 3 clusters Score -3275690 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33897 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3275710.750000 Penalty: 3419.997559
	Iteration 39Q: 3 clusters Score -3275711 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33992 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3275734.000000 Penalty: 3419.997559
	Iteration 40F: 3 clusters Score -3275734 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3275737.500000 Penalty: 3419.997559
	Iteration 41Q: 3 clusters Score -3275738 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34135 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3275744.000000 Penalty: 3419.997559
	Iteration 42Q: 3 clusters Score -3275744 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34201 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3275751.000000 Penalty: 3419.997559
	Iteration 43Q: 3 clusters Score -3275751 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -3275767.000000 Penalty: 3419.997559
	Iteration 44Q: 3 clusters Score -3275767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -3275784.500000 Penalty: 3419.997559
	Iteration 45Q: 3 clusters Score -3275784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3275796.250000 Penalty: 3419.997559
	Iteration 46Q: 3 clusters Score -3275796 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -3275812.750000 Penalty: 3419.997559
	Iteration 47Q: 3 clusters Score -3275813 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -3275817.000000 Penalty: 3419.997559
	Iteration 48Q: 3 clusters Score -3275817 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -3275826.250000 Penalty: 3419.997559
	Iteration 49Q: 3 clusters Score -3275826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3275831.000000 Penalty: 3419.997559
	Iteration 50Q: 3 clusters Score -3275831 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3275837.500000 Penalty: 3419.997559
	Iteration 51Q: 3 clusters Score -3275838 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -3275844.000000 Penalty: 3419.997559
	Iteration 52Q: 3 clusters Score -3275844 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3275842.250000 Penalty: 3419.997559
	Iteration 53Q: 3 clusters Score -3275842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -3275847.250000 Penalty: 3419.997559
	Iteration 54Q: 3 clusters Score -3275847 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34696 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -3275854.250000 Penalty: 3419.997559
	Iteration 55Q: 3 clusters Score -3275854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34714 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -3275856.500000 Penalty: 3419.997559
	Iteration 56Q: 3 clusters Score -3275856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -3275854.250000 Penalty: 3419.997559
	Iteration 57Q: 3 clusters Score -3275854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3275857.500000 Penalty: 3419.997559
	Iteration 58Q: 3 clusters Score -3275858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34762 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3275862.500000 Penalty: 3419.997559
	Iteration 59Q: 3 clusters Score -3275862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34779 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3275859.500000 Penalty: 3419.997559
	Iteration 60F: 3 clusters Score -3275860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -3275858.500000 Penalty: 3419.997559
	Iteration 61Q: 3 clusters Score -3275858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -3275858.000000 Penalty: 3419.997559
	Iteration 62Q: 3 clusters Score -3275858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -3275858.500000 Penalty: 3419.997559
	Iteration 63Q: 3 clusters Score -3275858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3275862.250000 Penalty: 3419.997559
	Iteration 64Q: 3 clusters Score -3275862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -3275859.500000 Penalty: 3419.997559
	Iteration 65Q: 3 clusters Score -3275860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3275859.750000 Penalty: 3419.997559
	Iteration 66Q: 3 clusters Score -3275860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -3275861.000000 Penalty: 3419.997559
	Iteration 67Q: 3 clusters Score -3275861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3275862.250000 Penalty: 3419.997559
	Iteration 68Q: 3 clusters Score -3275862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34883 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3275867.750000 Penalty: 3419.997559
	Iteration 69Q: 3 clusters Score -3275868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3275873.750000 Penalty: 3419.997559
	Iteration 70Q: 3 clusters Score -3275874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34917 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3275881.000000 Penalty: 3419.997559
	Iteration 71Q: 3 clusters Score -3275881 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34933 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -3275889.250000 Penalty: 3419.997559
	Iteration 72Q: 3 clusters Score -3275889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3275892.250000 Penalty: 3419.997559
	Iteration 73Q: 3 clusters Score -3275892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3275894.000000 Penalty: 3419.997559
	Iteration 74Q: 3 clusters Score -3275894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -3275894.250000 Penalty: 3419.997559
	Iteration 75Q: 3 clusters Score -3275894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3275897.750000 Penalty: 3419.997559
	Iteration 76Q: 3 clusters Score -3275898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -3275900.500000 Penalty: 3419.997559
	Iteration 77Q: 3 clusters Score -3275900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3275904.250000 Penalty: 3419.997559
	Iteration 78Q: 3 clusters Score -3275904 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3275909.000000 Penalty: 3419.997559
	Iteration 79Q: 3 clusters Score -3275909 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35019 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3275909.750000 Penalty: 3419.997559
	Iteration 80F: 3 clusters Score -3275910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3275912.000000 Penalty: 3419.997559
	Iteration 81Q: 3 clusters Score -3275912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3275919.500000 Penalty: 3419.997559
	Iteration 82Q: 3 clusters Score -3275920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -3275919.750000 Penalty: 3419.997559
	Iteration 83Q: 3 clusters Score -3275920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3275923.750000 Penalty: 3419.997559
	Iteration 84Q: 3 clusters Score -3275924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3275921.250000 Penalty: 3419.997559
	Iteration 85Q: 3 clusters Score -3275921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35086 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3275924.250000 Penalty: 3419.997559
	Iteration 86Q: 3 clusters Score -3275924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3275930.750000 Penalty: 3419.997559
	Iteration 87Q: 3 clusters Score -3275931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3275932.500000 Penalty: 3419.997559
	Iteration 88Q: 3 clusters Score -3275932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -3275934.750000 Penalty: 3419.997559
	Iteration 89Q: 3 clusters Score -3275935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -3275935.750000 Penalty: 3419.997559
	Iteration 90Q: 3 clusters Score -3275936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3275936.250000 Penalty: 3419.997559
	Iteration 91Q: 3 clusters Score -3275936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3275937.250000 Penalty: 3419.997559
	Iteration 92Q: 3 clusters Score -3275937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -3275942.500000 Penalty: 3419.997559
	Iteration 93Q: 3 clusters Score -3275942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3275944.000000 Penalty: 3419.997559
	Iteration 94Q: 3 clusters Score -3275944 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -3275948.250000 Penalty: 3419.997559
	Iteration 95Q: 3 clusters Score -3275948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3275948.500000 Penalty: 3419.997559
	Iteration 96Q: 3 clusters Score -3275948 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -3275955.500000 Penalty: 3419.997559
	Iteration 97Q: 3 clusters Score -3275956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35249 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3275959.250000 Penalty: 3419.997559
	Iteration 98Q: 3 clusters Score -3275959 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35267 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -3275961.750000 Penalty: 3419.997559
	Iteration 99Q: 3 clusters Score -3275962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3275964.250000 Penalty: 3419.997559
	Iteration 100F: 3 clusters Score -3275964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -3275964.000000 Penalty: 3419.997559
	Iteration 101Q: 3 clusters Score -3275964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35305 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -3275964.750000 Penalty: 3419.997559
	Iteration 102Q: 3 clusters Score -3275965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35318 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -3275968.750000 Penalty: 3419.997559
	Iteration 103Q: 3 clusters Score -3275969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3275968.750000 Penalty: 3419.997559
	Iteration 104Q: 3 clusters Score -3275969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35340 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3275975.000000 Penalty: 3419.997559
	Iteration 105Q: 3 clusters Score -3275975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35353 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -3275974.750000 Penalty: 3419.997559
	Iteration 106Q: 3 clusters Score -3275975 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35370 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3275976.250000 Penalty: 3419.997559
	Iteration 107Q: 3 clusters Score -3275976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -3275978.750000 Penalty: 3419.997559
	Iteration 108Q: 3 clusters Score -3275979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35388 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3275985.500000 Penalty: 3419.997559
	Iteration 109Q: 3 clusters Score -3275986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35394 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3275985.000000 Penalty: 3419.997559
	Iteration 110Q: 3 clusters Score -3275985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35400 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3275984.000000 Penalty: 3419.997559
	Iteration 111Q: 3 clusters Score -3275984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3275987.500000 Penalty: 3419.997559
	Iteration 112Q: 3 clusters Score -3275988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3275984.250000 Penalty: 3419.997559
	Iteration 113Q: 3 clusters Score -3275984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35412 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3275982.250000 Penalty: 3419.997559
	Iteration 114Q: 3 clusters Score -3275982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -3275983.750000 Penalty: 3419.997559
	Iteration 115Q: 3 clusters Score -3275984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -3275985.000000 Penalty: 3419.997559
	Iteration 116Q: 3 clusters Score -3275985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3275983.500000 Penalty: 3419.997559
	Iteration 117Q: 3 clusters Score -3275984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3275991.750000 Penalty: 3419.997559
	Iteration 118Q: 3 clusters Score -3275992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3275996.750000 Penalty: 3419.997559
	Iteration 119Q: 3 clusters Score -3275997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3275997.250000 Penalty: 3419.997559
	Iteration 120F: 3 clusters Score -3275997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Entering Unmasked Estep 
Score: -1705053.000000 Penalty: 1602.877686
	Iteration 0F: 2 clusters Score -1705053 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1691903.125000 Penalty: 3205.755371
	Iteration 0F: 3 clusters Score -1691903 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1696742.000000 Penalty: 3205.755371
	Iteration 1F: 3 clusters Score -1696742 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1697209.000000 Penalty: 3205.755371
	Iteration 2F: 3 clusters Score -1697209 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1697801.750000 Penalty: 3205.755371
	Iteration 3F: 3 clusters Score -1697802 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1698557.250000 Penalty: 3205.755371
	Iteration 4F: 3 clusters Score -1698557 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1699458.625000 Penalty: 3205.755371
	Iteration 5F: 3 clusters Score -1699459 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1700421.125000 Penalty: 3205.755371
	Iteration 6F: 3 clusters Score -1700421 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1701262.750000 Penalty: 3205.755371
	Iteration 7F: 3 clusters Score -1701263 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1701896.125000 Penalty: 3205.755371
	Iteration 8F: 3 clusters Score -1701896 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1702340.375000 Penalty: 3205.755371
	Iteration 9Q: 3 clusters Score -1702340 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1702615.875000 Penalty: 3205.755371
	Iteration 10Q: 3 clusters Score -1702616 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1702806.000000 Penalty: 3205.755371
	Iteration 11Q: 3 clusters Score -1702806 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1702971.250000 Penalty: 3205.755371
	Iteration 12Q: 3 clusters Score -1702971 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1703154.875000 Penalty: 3205.755371
	Iteration 13Q: 3 clusters Score -1703155 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1703364.750000 Penalty: 3205.755371
	Iteration 14Q: 3 clusters Score -1703365 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -1703637.750000 Penalty: 3205.755371
	Iteration 15Q: 3 clusters Score -1703638 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1703895.625000 Penalty: 3205.755371
	Iteration 16Q: 3 clusters Score -1703896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1704138.125000 Penalty: 3205.755371
	Iteration 17Q: 3 clusters Score -1704138 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1704323.375000 Penalty: 3205.755371
	Iteration 18Q: 3 clusters Score -1704323 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -1704465.375000 Penalty: 3205.755371
	Iteration 19Q: 3 clusters Score -1704465 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1704611.125000 Penalty: 3205.755371
	Iteration 20F: 3 clusters Score -1704611 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1704729.000000 Penalty: 3205.755371
	Iteration 21Q: 3 clusters Score -1704729 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1704802.625000 Penalty: 3205.755371
	Iteration 22Q: 3 clusters Score -1704803 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1704875.875000 Penalty: 3205.755371
	Iteration 23Q: 3 clusters Score -1704876 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1704937.750000 Penalty: 3205.755371
	Iteration 24Q: 3 clusters Score -1704938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1704990.000000 Penalty: 3205.755371
	Iteration 25Q: 3 clusters Score -1704990 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1705021.875000 Penalty: 3205.755371
	Iteration 26Q: 3 clusters Score -1705022 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1705043.500000 Penalty: 3205.755371
	Iteration 27Q: 3 clusters Score -1705044 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1705063.375000 Penalty: 3205.755371
	Iteration 28Q: 3 clusters Score -1705063 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1705071.125000 Penalty: 3205.755371
	Iteration 29Q: 3 clusters Score -1705071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1705073.625000 Penalty: 3205.755371
	Iteration 30Q: 3 clusters Score -1705074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1705089.250000 Penalty: 3205.755371
	Iteration 31Q: 3 clusters Score -1705089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1705095.250000 Penalty: 3205.755371
	Iteration 32Q: 3 clusters Score -1705095 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1705101.000000 Penalty: 3205.755371
	Iteration 33Q: 3 clusters Score -1705101 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1705106.750000 Penalty: 3205.755371
	Iteration 34Q: 3 clusters Score -1705107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1705112.000000 Penalty: 3205.755371
	Iteration 35Q: 3 clusters Score -1705112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12467 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1705118.000000 Penalty: 3205.755371
	Iteration 36Q: 3 clusters Score -1705118 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1705121.875000 Penalty: 3205.755371
	Iteration 37Q: 3 clusters Score -1705122 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -1705130.250000 Penalty: 3205.755371
	Iteration 38Q: 3 clusters Score -1705130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1705139.875000 Penalty: 3205.755371
	Iteration 39Q: 3 clusters Score -1705140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1705144.250000 Penalty: 3205.755371
	Iteration 40F: 3 clusters Score -1705144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1705146.750000 Penalty: 3205.755371
	Iteration 41Q: 3 clusters Score -1705147 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1705147.875000 Penalty: 3205.755371
	Iteration 42Q: 3 clusters Score -1705148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1705148.750000 Penalty: 3205.755371
	Iteration 43Q: 3 clusters Score -1705149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12701 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1705147.750000 Penalty: 3205.755371
	Iteration 44Q: 3 clusters Score -1705148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1705148.875000 Penalty: 3205.755371
	Iteration 45Q: 3 clusters Score -1705149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -1705150.250000 Penalty: 3205.755371
	Iteration 46Q: 3 clusters Score -1705150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1705151.875000 Penalty: 3205.755371
	Iteration 47Q: 3 clusters Score -1705152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1705154.625000 Penalty: 3205.755371
	Iteration 48Q: 3 clusters Score -1705155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1705153.750000 Penalty: 3205.755371
	Iteration 49Q: 3 clusters Score -1705154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1705152.875000 Penalty: 3205.755371
	Iteration 50Q: 3 clusters Score -1705153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1705152.000000 Penalty: 3205.755371
	Iteration 51Q: 3 clusters Score -1705152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1705152.750000 Penalty: 3205.755371
	Iteration 52Q: 3 clusters Score -1705153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1705147.375000 Penalty: 3205.755371
	Iteration 53Q: 3 clusters Score -1705147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1705149.750000 Penalty: 3205.755371
	Iteration 54Q: 3 clusters Score -1705150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1705148.750000 Penalty: 3205.755371
	Iteration 55Q: 3 clusters Score -1705149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1705148.000000 Penalty: 3205.755371
	Iteration 56Q: 3 clusters Score -1705148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1705149.000000 Penalty: 3205.755371
	Iteration 57Q: 3 clusters Score -1705149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1705149.000000 Penalty: 3205.755371
	Iteration 58F: 3 clusters Score -1705149 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 12781 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 6442 members 
Entering Unmasked Estep 
Score: -40885304.000000 Penalty: 76597.609375
Splitting cluster 11 changes total score from -40885500.000000 to -40885304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Entering Unmasked Estep 
Score: -990417.562500 Penalty: 1520.209106
	Iteration 0F: 2 clusters Score -990417.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -982292.062500 Penalty: 3040.418213
	Iteration 0F: 3 clusters Score -982292.1 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -985167.562500 Penalty: 3040.418213
	Iteration 1F: 3 clusters Score -985167.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -985702.625000 Penalty: 3040.418213
	Iteration 2F: 3 clusters Score -985702.6 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -986283.750000 Penalty: 3040.418213
	Iteration 3F: 3 clusters Score -986283.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -986867.187500 Penalty: 3040.418213
	Iteration 4F: 3 clusters Score -986867.2 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -987315.687500 Penalty: 3040.418213
	Iteration 5F: 3 clusters Score -987315.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -987630.687500 Penalty: 3040.418213
	Iteration 6Q: 3 clusters Score -987630.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -987886.250000 Penalty: 3040.418213
	Iteration 7Q: 3 clusters Score -987886.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -988133.812500 Penalty: 3040.418213
	Iteration 8Q: 3 clusters Score -988133.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -988360.125000 Penalty: 3040.418213
	Iteration 9Q: 3 clusters Score -988360.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -988560.000000 Penalty: 3040.418213
	Iteration 10Q: 3 clusters Score -988560 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -988727.750000 Penalty: 3040.418213
	Iteration 11Q: 3 clusters Score -988727.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -988856.187500 Penalty: 3040.418213
	Iteration 12Q: 3 clusters Score -988856.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -988957.375000 Penalty: 3040.418213
	Iteration 13Q: 3 clusters Score -988957.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -989061.187500 Penalty: 3040.418213
	Iteration 14Q: 3 clusters Score -989061.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -989154.562500 Penalty: 3040.418213
	Iteration 15Q: 3 clusters Score -989154.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -989236.937500 Penalty: 3040.418213
	Iteration 16Q: 3 clusters Score -989236.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -989299.812500 Penalty: 3040.418213
	Iteration 17Q: 3 clusters Score -989299.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -989356.750000 Penalty: 3040.418213
	Iteration 18Q: 3 clusters Score -989356.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -989398.312500 Penalty: 3040.418213
	Iteration 19Q: 3 clusters Score -989398.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -989434.687500 Penalty: 3040.418213
	Iteration 20F: 3 clusters Score -989434.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -989463.437500 Penalty: 3040.418213
	Iteration 21Q: 3 clusters Score -989463.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -989483.125000 Penalty: 3040.418213
	Iteration 22Q: 3 clusters Score -989483.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -989502.812500 Penalty: 3040.418213
	Iteration 23Q: 3 clusters Score -989502.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -989519.125000 Penalty: 3040.418213
	Iteration 24Q: 3 clusters Score -989519.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -989534.000000 Penalty: 3040.418213
	Iteration 25Q: 3 clusters Score -989534 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -989555.625000 Penalty: 3040.418213
	Iteration 26Q: 3 clusters Score -989555.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -989567.000000 Penalty: 3040.418213
	Iteration 27Q: 3 clusters Score -989567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -989580.687500 Penalty: 3040.418213
	Iteration 28Q: 3 clusters Score -989580.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -989587.437500 Penalty: 3040.418213
	Iteration 29Q: 3 clusters Score -989587.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -989591.375000 Penalty: 3040.418213
	Iteration 30Q: 3 clusters Score -989591.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -989598.500000 Penalty: 3040.418213
	Iteration 31Q: 3 clusters Score -989598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -989600.375000 Penalty: 3040.418213
	Iteration 32Q: 3 clusters Score -989600.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -989602.937500 Penalty: 3040.418213
	Iteration 33Q: 3 clusters Score -989602.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -989606.125000 Penalty: 3040.418213
	Iteration 34Q: 3 clusters Score -989606.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -989606.875000 Penalty: 3040.418213
	Iteration 35Q: 3 clusters Score -989606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -989606.812500 Penalty: 3040.418213
	Iteration 36Q: 3 clusters Score -989606.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -989606.875000 Penalty: 3040.418213
	Iteration 37Q: 3 clusters Score -989606.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -989606.875000 Penalty: 3040.418213
	Iteration 38F: 3 clusters Score -989606.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Entering Unmasked Estep 
Score: -111232.421875 Penalty: 1173.072876
	Iteration 0F: 2 clusters Score -111232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -109581.960938 Penalty: 2346.145752
	Iteration 0F: 3 clusters Score -109582 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -110150.414062 Penalty: 2346.145752
	Iteration 1F: 3 clusters Score -110150.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -110386.109375 Penalty: 2346.145752
	Iteration 2F: 3 clusters Score -110386.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -110533.835938 Penalty: 2346.145752
	Iteration 3F: 3 clusters Score -110533.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -110650.007812 Penalty: 2346.145752
	Iteration 4F: 3 clusters Score -110650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -110717.875000 Penalty: 2346.145752
	Iteration 5Q: 3 clusters Score -110717.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -110758.937500 Penalty: 2346.145752
	Iteration 6Q: 3 clusters Score -110758.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -110774.562500 Penalty: 2346.145752
	Iteration 7Q: 3 clusters Score -110774.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -110784.851562 Penalty: 2346.145752
	Iteration 8Q: 3 clusters Score -110784.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -110790.929688 Penalty: 2346.145752
	Iteration 9Q: 3 clusters Score -110790.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -110795.648438 Penalty: 2346.145752
	Iteration 10Q: 3 clusters Score -110795.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -110799.039062 Penalty: 2346.145752
	Iteration 11Q: 3 clusters Score -110799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -110803.382812 Penalty: 2346.145752
	Iteration 12Q: 3 clusters Score -110803.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -110809.671875 Penalty: 2346.145752
	Iteration 13Q: 3 clusters Score -110809.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -110817.546875 Penalty: 2346.145752
	Iteration 14Q: 3 clusters Score -110817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -110824.015625 Penalty: 2346.145752
	Iteration 15Q: 3 clusters Score -110824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -110827.085938 Penalty: 2346.145752
	Iteration 16Q: 3 clusters Score -110827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -110828.125000 Penalty: 2346.145752
	Iteration 17Q: 3 clusters Score -110828.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110829.437500 Penalty: 2346.145752
	Iteration 18Q: 3 clusters Score -110829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -110831.820312 Penalty: 2346.145752
	Iteration 19Q: 3 clusters Score -110831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110832.804688 Penalty: 2346.145752
	Iteration 20F: 3 clusters Score -110832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -110835.187500 Penalty: 2346.145752
	Iteration 21Q: 3 clusters Score -110835.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -110840.000000 Penalty: 2346.145752
	Iteration 22Q: 3 clusters Score -110840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110842.335938 Penalty: 2346.145752
	Iteration 23Q: 3 clusters Score -110842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -110842.335938 Penalty: 2346.145752
	Iteration 24F: 3 clusters Score -110842.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Entering Unmasked Estep 
Score: -333069.125000 Penalty: 1343.042725
	Iteration 0F: 2 clusters Score -333069.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -329824.906250 Penalty: 2686.085449
	Iteration 0F: 3 clusters Score -329824.9 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -330866.468750 Penalty: 2686.085449
	Iteration 1F: 3 clusters Score -330866.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -331230.937500 Penalty: 2686.085449
	Iteration 2F: 3 clusters Score -331230.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -331557.906250 Penalty: 2686.085449
	Iteration 3F: 3 clusters Score -331557.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -331838.343750 Penalty: 2686.085449
	Iteration 4F: 3 clusters Score -331838.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -332064.531250 Penalty: 2686.085449
	Iteration 5F: 3 clusters Score -332064.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -332221.281250 Penalty: 2686.085449
	Iteration 6Q: 3 clusters Score -332221.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -332336.500000 Penalty: 2686.085449
	Iteration 7Q: 3 clusters Score -332336.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -332412.593750 Penalty: 2686.085449
	Iteration 8Q: 3 clusters Score -332412.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -332455.687500 Penalty: 2686.085449
	Iteration 9Q: 3 clusters Score -332455.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -332480.218750 Penalty: 2686.085449
	Iteration 10Q: 3 clusters Score -332480.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -332498.843750 Penalty: 2686.085449
	Iteration 11Q: 3 clusters Score -332498.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -332514.406250 Penalty: 2686.085449
	Iteration 12Q: 3 clusters Score -332514.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -332524.093750 Penalty: 2686.085449
	Iteration 13Q: 3 clusters Score -332524.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -332530.250000 Penalty: 2686.085449
	Iteration 14Q: 3 clusters Score -332530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -332532.031250 Penalty: 2686.085449
	Iteration 15Q: 3 clusters Score -332532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -332534.156250 Penalty: 2686.085449
	Iteration 16Q: 3 clusters Score -332534.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -332534.718750 Penalty: 2686.085449
	Iteration 17Q: 3 clusters Score -332534.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -332535.937500 Penalty: 2686.085449
	Iteration 18Q: 3 clusters Score -332535.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -332535.937500 Penalty: 2686.085449
	Iteration 19F: 3 clusters Score -332535.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Entering Unmasked Estep 
Score: -163396.281250 Penalty: 1245.074585
	Iteration 0F: 2 clusters Score -163396.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161250.421875 Penalty: 2490.149170
	Iteration 0F: 3 clusters Score -161250.4 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161742.109375 Penalty: 2490.149170
	Iteration 1F: 3 clusters Score -161742.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161889.250000 Penalty: 2490.149170
	Iteration 2F: 3 clusters Score -161889.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -161959.421875 Penalty: 2490.149170
	Iteration 3Q: 3 clusters Score -161959.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -162013.593750 Penalty: 2490.149170
	Iteration 4Q: 3 clusters Score -162013.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -162073.375000 Penalty: 2490.149170
	Iteration 5Q: 3 clusters Score -162073.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -162125.468750 Penalty: 2490.149170
	Iteration 6Q: 3 clusters Score -162125.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -162180.546875 Penalty: 2490.149170
	Iteration 7Q: 3 clusters Score -162180.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162231.000000 Penalty: 2490.149170
	Iteration 8Q: 3 clusters Score -162231 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -162303.109375 Penalty: 2490.149170
	Iteration 9Q: 3 clusters Score -162303.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -162392.203125 Penalty: 2490.149170
	Iteration 10Q: 3 clusters Score -162392.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162459.531250 Penalty: 2490.149170
	Iteration 11Q: 3 clusters Score -162459.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -162505.734375 Penalty: 2490.149170
	Iteration 12Q: 3 clusters Score -162505.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -162542.781250 Penalty: 2490.149170
	Iteration 13Q: 3 clusters Score -162542.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -162569.171875 Penalty: 2490.149170
	Iteration 14Q: 3 clusters Score -162569.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -162589.781250 Penalty: 2490.149170
	Iteration 15Q: 3 clusters Score -162589.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -162612.265625 Penalty: 2490.149170
	Iteration 16Q: 3 clusters Score -162612.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162636.593750 Penalty: 2490.149170
	Iteration 17Q: 3 clusters Score -162636.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -162658.765625 Penalty: 2490.149170
	Iteration 18Q: 3 clusters Score -162658.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162678.515625 Penalty: 2490.149170
	Iteration 19Q: 3 clusters Score -162678.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -162697.421875 Penalty: 2490.149170
	Iteration 20F: 3 clusters Score -162697.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -162712.687500 Penalty: 2490.149170
	Iteration 21Q: 3 clusters Score -162712.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -162734.375000 Penalty: 2490.149170
	Iteration 22Q: 3 clusters Score -162734.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -162744.500000 Penalty: 2490.149170
	Iteration 23Q: 3 clusters Score -162744.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -162753.109375 Penalty: 2490.149170
	Iteration 24Q: 3 clusters Score -162753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -162757.937500 Penalty: 2490.149170
	Iteration 25Q: 3 clusters Score -162757.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162762.265625 Penalty: 2490.149170
	Iteration 26Q: 3 clusters Score -162762.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -162766.421875 Penalty: 2490.149170
	Iteration 27Q: 3 clusters Score -162766.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162781.125000 Penalty: 2490.149170
	Iteration 28Q: 3 clusters Score -162781.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162790.968750 Penalty: 2490.149170
	Iteration 29Q: 3 clusters Score -162791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -162793.187500 Penalty: 2490.149170
	Iteration 30Q: 3 clusters Score -162793.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162793.828125 Penalty: 2490.149170
	Iteration 31Q: 3 clusters Score -162793.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -162793.828125 Penalty: 2490.149170
	Iteration 32F: 3 clusters Score -162793.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Entering Unmasked Estep 
Score: -191175.546875 Penalty: 1247.125366
	Iteration 0F: 2 clusters Score -191175.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -189008.265625 Penalty: 2494.250732
	Iteration 0F: 3 clusters Score -189008.3 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -189445.406250 Penalty: 2494.250732
	Iteration 1F: 3 clusters Score -189445.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -189563.921875 Penalty: 2494.250732
	Iteration 2F: 3 clusters Score -189563.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -189633.906250 Penalty: 2494.250732
	Iteration 3Q: 3 clusters Score -189633.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -189677.796875 Penalty: 2494.250732
	Iteration 4Q: 3 clusters Score -189677.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -189714.609375 Penalty: 2494.250732
	Iteration 5Q: 3 clusters Score -189714.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -189764.609375 Penalty: 2494.250732
	Iteration 6Q: 3 clusters Score -189764.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -189827.703125 Penalty: 2494.250732
	Iteration 7Q: 3 clusters Score -189827.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -189881.984375 Penalty: 2494.250732
	Iteration 8Q: 3 clusters Score -189882 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -189942.515625 Penalty: 2494.250732
	Iteration 9Q: 3 clusters Score -189942.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -189997.453125 Penalty: 2494.250732
	Iteration 10Q: 3 clusters Score -189997.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -190037.781250 Penalty: 2494.250732
	Iteration 11Q: 3 clusters Score -190037.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -190063.796875 Penalty: 2494.250732
	Iteration 12Q: 3 clusters Score -190063.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -190088.984375 Penalty: 2494.250732
	Iteration 13Q: 3 clusters Score -190089 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -190107.671875 Penalty: 2494.250732
	Iteration 14Q: 3 clusters Score -190107.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -190129.765625 Penalty: 2494.250732
	Iteration 15Q: 3 clusters Score -190129.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -190143.640625 Penalty: 2494.250732
	Iteration 16Q: 3 clusters Score -190143.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -190154.046875 Penalty: 2494.250732
	Iteration 17Q: 3 clusters Score -190154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -190164.875000 Penalty: 2494.250732
	Iteration 18Q: 3 clusters Score -190164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -190176.437500 Penalty: 2494.250732
	Iteration 19Q: 3 clusters Score -190176.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -190183.359375 Penalty: 2494.250732
	Iteration 20F: 3 clusters Score -190183.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -190187.453125 Penalty: 2494.250732
	Iteration 21Q: 3 clusters Score -190187.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -190191.078125 Penalty: 2494.250732
	Iteration 22Q: 3 clusters Score -190191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -190194.703125 Penalty: 2494.250732
	Iteration 23Q: 3 clusters Score -190194.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -190200.625000 Penalty: 2494.250732
	Iteration 24Q: 3 clusters Score -190200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -190203.562500 Penalty: 2494.250732
	Iteration 25Q: 3 clusters Score -190203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -190205.859375 Penalty: 2494.250732
	Iteration 26Q: 3 clusters Score -190205.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -190208.640625 Penalty: 2494.250732
	Iteration 27Q: 3 clusters Score -190208.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -190212.921875 Penalty: 2494.250732
	Iteration 28Q: 3 clusters Score -190212.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -190218.203125 Penalty: 2494.250732
	Iteration 29Q: 3 clusters Score -190218.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -190222.656250 Penalty: 2494.250732
	Iteration 30Q: 3 clusters Score -190222.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -190226.312500 Penalty: 2494.250732
	Iteration 31Q: 3 clusters Score -190226.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -190229.031250 Penalty: 2494.250732
	Iteration 32Q: 3 clusters Score -190229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -190230.953125 Penalty: 2494.250732
	Iteration 33Q: 3 clusters Score -190231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -190233.000000 Penalty: 2494.250732
	Iteration 34Q: 3 clusters Score -190233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -190233.515625 Penalty: 2494.250732
	Iteration 35Q: 3 clusters Score -190233.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -190234.390625 Penalty: 2494.250732
	Iteration 36Q: 3 clusters Score -190234.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -190234.390625 Penalty: 2494.250732
	Iteration 37F: 3 clusters Score -190234.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Entering Unmasked Estep 
Score: -180497.906250 Penalty: 1254.358643
	Iteration 0F: 2 clusters Score -180497.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -178325.375000 Penalty: 2508.717285
	Iteration 0F: 3 clusters Score -178325.4 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -179120.609375 Penalty: 2508.717285
	Iteration 1F: 3 clusters Score -179120.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -179506.546875 Penalty: 2508.717285
	Iteration 2F: 3 clusters Score -179506.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -179769.359375 Penalty: 2508.717285
	Iteration 3F: 3 clusters Score -179769.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -179952.000000 Penalty: 2508.717285
	Iteration 4F: 3 clusters Score -179952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -180015.578125 Penalty: 2508.717285
	Iteration 5Q: 3 clusters Score -180015.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180043.609375 Penalty: 2508.717285
	Iteration 6Q: 3 clusters Score -180043.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180064.359375 Penalty: 2508.717285
	Iteration 7Q: 3 clusters Score -180064.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -180076.875000 Penalty: 2508.717285
	Iteration 8Q: 3 clusters Score -180076.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180081.671875 Penalty: 2508.717285
	Iteration 9Q: 3 clusters Score -180081.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180085.656250 Penalty: 2508.717285
	Iteration 10Q: 3 clusters Score -180085.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -180087.343750 Penalty: 2508.717285
	Iteration 11Q: 3 clusters Score -180087.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180088.890625 Penalty: 2508.717285
	Iteration 12Q: 3 clusters Score -180088.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180090.156250 Penalty: 2508.717285
	Iteration 13Q: 3 clusters Score -180090.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -180091.046875 Penalty: 2508.717285
	Iteration 14Q: 3 clusters Score -180091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180092.125000 Penalty: 2508.717285
	Iteration 15Q: 3 clusters Score -180092.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -180092.125000 Penalty: 2508.717285
	Iteration 16F: 3 clusters Score -180092.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Entering Unmasked Estep 
Score: -916816.875000 Penalty: 1506.225708
	Iteration 0F: 2 clusters Score -916816.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -909379.500000 Penalty: 3012.451416
	Iteration 0F: 3 clusters Score -909379.5 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -912060.125000 Penalty: 3012.451416
	Iteration 1F: 3 clusters Score -912060.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -912758.875000 Penalty: 3012.451416
	Iteration 2F: 3 clusters Score -912758.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -913736.500000 Penalty: 3012.451416
	Iteration 3F: 3 clusters Score -913736.5 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -914840.812500 Penalty: 3012.451416
	Iteration 4F: 3 clusters Score -914840.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -915706.437500 Penalty: 3012.451416
	Iteration 5F: 3 clusters Score -915706.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -916191.062500 Penalty: 3012.451416
	Iteration 6F: 3 clusters Score -916191.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -916409.375000 Penalty: 3012.451416
	Iteration 7Q: 3 clusters Score -916409.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -916552.187500 Penalty: 3012.451416
	Iteration 8Q: 3 clusters Score -916552.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -916639.187500 Penalty: 3012.451416
	Iteration 9Q: 3 clusters Score -916639.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -916686.187500 Penalty: 3012.451416
	Iteration 10Q: 3 clusters Score -916686.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -916732.500000 Penalty: 3012.451416
	Iteration 11Q: 3 clusters Score -916732.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -916768.687500 Penalty: 3012.451416
	Iteration 12Q: 3 clusters Score -916768.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -916794.062500 Penalty: 3012.451416
	Iteration 13Q: 3 clusters Score -916794.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -916817.500000 Penalty: 3012.451416
	Iteration 14Q: 3 clusters Score -916817.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -916832.562500 Penalty: 3012.451416
	Iteration 15Q: 3 clusters Score -916832.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -916843.187500 Penalty: 3012.451416
	Iteration 16Q: 3 clusters Score -916843.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -916853.562500 Penalty: 3012.451416
	Iteration 17Q: 3 clusters Score -916853.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -916857.312500 Penalty: 3012.451416
	Iteration 18Q: 3 clusters Score -916857.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -916863.500000 Penalty: 3012.451416
	Iteration 19Q: 3 clusters Score -916863.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -916870.437500 Penalty: 3012.451416
	Iteration 20F: 3 clusters Score -916870.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -916874.437500 Penalty: 3012.451416
	Iteration 21Q: 3 clusters Score -916874.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -916874.312500 Penalty: 3012.451416
	Iteration 22Q: 3 clusters Score -916874.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -916876.125000 Penalty: 3012.451416
	Iteration 23Q: 3 clusters Score -916876.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -916879.562500 Penalty: 3012.451416
	Iteration 24Q: 3 clusters Score -916879.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -916882.000000 Penalty: 3012.451416
	Iteration 25Q: 3 clusters Score -916882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -916884.875000 Penalty: 3012.451416
	Iteration 26Q: 3 clusters Score -916884.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -916886.625000 Penalty: 3012.451416
	Iteration 27Q: 3 clusters Score -916886.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -916890.312500 Penalty: 3012.451416
	Iteration 28Q: 3 clusters Score -916890.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -916891.250000 Penalty: 3012.451416
	Iteration 29Q: 3 clusters Score -916891.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -916892.750000 Penalty: 3012.451416
	Iteration 30Q: 3 clusters Score -916892.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -916891.250000 Penalty: 3012.451416
	Iteration 31Q: 3 clusters Score -916891.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -916890.125000 Penalty: 3012.451416
	Iteration 32Q: 3 clusters Score -916890.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -916891.687500 Penalty: 3012.451416
	Iteration 33Q: 3 clusters Score -916891.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -916891.625000 Penalty: 3012.451416
	Iteration 34Q: 3 clusters Score -916891.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -916893.062500 Penalty: 3012.451416
	Iteration 35Q: 3 clusters Score -916893.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -916893.375000 Penalty: 3012.451416
	Iteration 36Q: 3 clusters Score -916893.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -916893.687500 Penalty: 3012.451416
	Iteration 37Q: 3 clusters Score -916893.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -916895.437500 Penalty: 3012.451416
	Iteration 38Q: 3 clusters Score -916895.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -916896.250000 Penalty: 3012.451416
	Iteration 39Q: 3 clusters Score -916896.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -916898.375000 Penalty: 3012.451416
	Iteration 40F: 3 clusters Score -916898.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -916897.187500 Penalty: 3012.451416
	Iteration 41Q: 3 clusters Score -916897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -916897.187500 Penalty: 3012.451416
	Iteration 42F: 3 clusters Score -916897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 7714 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 2891 members 
Entering Unmasked Estep 
Score: -40885260.000000 Penalty: 76597.609375
Splitting cluster 18 changes total score from -40885500.000000 to -40885260.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Entering Unmasked Estep 
Score: -124179.054688 Penalty: 1209.975220
	Iteration 0F: 2 clusters Score -124179.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -122411.773438 Penalty: 2419.950439
	Iteration 0F: 3 clusters Score -122411.8 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -123385.109375 Penalty: 2419.950439
	Iteration 1F: 3 clusters Score -123385.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124158.750000 Penalty: 2419.950439
	Iteration 2F: 3 clusters Score -124158.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -124531.578125 Penalty: 2419.950439
	Iteration 3F: 3 clusters Score -124531.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124659.078125 Penalty: 2419.950439
	Iteration 4F: 3 clusters Score -124659.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -124713.289062 Penalty: 2419.950439
	Iteration 5Q: 3 clusters Score -124713.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -124749.835938 Penalty: 2419.950439
	Iteration 6Q: 3 clusters Score -124749.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -124791.632812 Penalty: 2419.950439
	Iteration 7Q: 3 clusters Score -124791.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124813.968750 Penalty: 2419.950439
	Iteration 8Q: 3 clusters Score -124814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -124827.445312 Penalty: 2419.950439
	Iteration 9Q: 3 clusters Score -124827.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -124836.539062 Penalty: 2419.950439
	Iteration 10Q: 3 clusters Score -124836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124842.687500 Penalty: 2419.950439
	Iteration 11Q: 3 clusters Score -124842.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124846.429688 Penalty: 2419.950439
	Iteration 12Q: 3 clusters Score -124846.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -124849.007812 Penalty: 2419.950439
	Iteration 13Q: 3 clusters Score -124849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -124850.609375 Penalty: 2419.950439
	Iteration 14Q: 3 clusters Score -124850.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124852.375000 Penalty: 2419.950439
	Iteration 15Q: 3 clusters Score -124852.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -124855.210938 Penalty: 2419.950439
	Iteration 16Q: 3 clusters Score -124855.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124856.890625 Penalty: 2419.950439
	Iteration 17Q: 3 clusters Score -124856.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124857.585938 Penalty: 2419.950439
	Iteration 18Q: 3 clusters Score -124857.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124857.953125 Penalty: 2419.950439
	Iteration 19Q: 3 clusters Score -124858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -124858.390625 Penalty: 2419.950439
	Iteration 20F: 3 clusters Score -124858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1183 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 530 members 
Entering Unmasked Estep 
Score: -40885484.000000 Penalty: 76597.609375
Splitting cluster 19 changes total score from -40885500.000000 to -40885484.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (12955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Entering Unmasked Estep 
Score: -1123142.375000 Penalty: 1538.751099
	Iteration 0F: 2 clusters Score -1123142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1114136.625000 Penalty: 3077.502197
	Iteration 0F: 3 clusters Score -1114137 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1117246.625000 Penalty: 3077.502197
	Iteration 1F: 3 clusters Score -1117247 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1117551.125000 Penalty: 3077.502197
	Iteration 2F: 3 clusters Score -1117551 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1117870.250000 Penalty: 3077.502197
	Iteration 3Q: 3 clusters Score -1117870 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1118391.875000 Penalty: 3077.502197
	Iteration 4F: 3 clusters Score -1118392 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1119245.625000 Penalty: 3077.502197
	Iteration 5F: 3 clusters Score -1119246 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1120269.500000 Penalty: 3077.502197
	Iteration 6F: 3 clusters Score -1120270 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1121145.750000 Penalty: 3077.502197
	Iteration 7F: 3 clusters Score -1121146 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1121768.250000 Penalty: 3077.502197
	Iteration 8F: 3 clusters Score -1121768 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1122069.750000 Penalty: 3077.502197
	Iteration 9Q: 3 clusters Score -1122070 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1122233.625000 Penalty: 3077.502197
	Iteration 10Q: 3 clusters Score -1122234 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1122320.625000 Penalty: 3077.502197
	Iteration 11Q: 3 clusters Score -1122321 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1122377.875000 Penalty: 3077.502197
	Iteration 12Q: 3 clusters Score -1122378 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1122411.375000 Penalty: 3077.502197
	Iteration 13Q: 3 clusters Score -1122411 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1122432.750000 Penalty: 3077.502197
	Iteration 14Q: 3 clusters Score -1122433 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1122440.250000 Penalty: 3077.502197
	Iteration 15Q: 3 clusters Score -1122440 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1122450.375000 Penalty: 3077.502197
	Iteration 16Q: 3 clusters Score -1122450 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1122456.500000 Penalty: 3077.502197
	Iteration 17Q: 3 clusters Score -1122456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1122460.500000 Penalty: 3077.502197
	Iteration 18Q: 3 clusters Score -1122460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1122466.250000 Penalty: 3077.502197
	Iteration 19Q: 3 clusters Score -1122466 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1122466.625000 Penalty: 3077.502197
	Iteration 20F: 3 clusters Score -1122467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1122469.500000 Penalty: 3077.502197
	Iteration 21Q: 3 clusters Score -1122470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1122474.000000 Penalty: 3077.502197
	Iteration 22Q: 3 clusters Score -1122474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1122472.750000 Penalty: 3077.502197
	Iteration 23Q: 3 clusters Score -1122473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1122472.875000 Penalty: 3077.502197
	Iteration 24Q: 3 clusters Score -1122473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1122473.625000 Penalty: 3077.502197
	Iteration 25Q: 3 clusters Score -1122474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1122471.500000 Penalty: 3077.502197
	Iteration 26Q: 3 clusters Score -1122472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1122472.875000 Penalty: 3077.502197
	Iteration 27Q: 3 clusters Score -1122473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1122471.500000 Penalty: 3077.502197
	Iteration 28Q: 3 clusters Score -1122472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1122474.000000 Penalty: 3077.502197
	Iteration 29Q: 3 clusters Score -1122474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1122475.125000 Penalty: 3077.502197
	Iteration 30Q: 3 clusters Score -1122475 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1122477.875000 Penalty: 3077.502197
	Iteration 31Q: 3 clusters Score -1122478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1122480.250000 Penalty: 3077.502197
	Iteration 32Q: 3 clusters Score -1122480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1122481.125000 Penalty: 3077.502197
	Iteration 33Q: 3 clusters Score -1122481 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1122481.375000 Penalty: 3077.502197
	Iteration 34Q: 3 clusters Score -1122481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1122482.625000 Penalty: 3077.502197
	Iteration 35Q: 3 clusters Score -1122483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1122482.750000 Penalty: 3077.502197
	Iteration 36Q: 3 clusters Score -1122483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1122483.625000 Penalty: 3077.502197
	Iteration 37Q: 3 clusters Score -1122484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1122482.625000 Penalty: 3077.502197
	Iteration 38Q: 3 clusters Score -1122483 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1122483.875000 Penalty: 3077.502197
	Iteration 39Q: 3 clusters Score -1122484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1122483.875000 Penalty: 3077.502197
	Iteration 40F: 3 clusters Score -1122484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (33547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33547 members 
Entering Unmasked Estep 
Score: -3009275.250000 Penalty: 1693.364258
	Iteration 0F: 2 clusters Score -3009275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2986612.000000 Penalty: 3386.728516
	Iteration 0F: 3 clusters Score -2986612 nChanged 15580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -2995444.500000 Penalty: 3386.728516
	Iteration 1F: 3 clusters Score -2995444 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -2996209.000000 Penalty: 3386.728516
	Iteration 2F: 3 clusters Score -2996209 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2997342.250000 Penalty: 3386.728516
	Iteration 3F: 3 clusters Score -2997342 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2999118.250000 Penalty: 3386.728516
	Iteration 4F: 3 clusters Score -2999118 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -3001657.250000 Penalty: 3386.728516
	Iteration 5F: 3 clusters Score -3001657 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -3004134.250000 Penalty: 3386.728516
	Iteration 6F: 3 clusters Score -3004134 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -3005803.000000 Penalty: 3386.728516
	Iteration 7F: 3 clusters Score -3005803 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31380 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -3006742.500000 Penalty: 3386.728516
	Iteration 8Q: 3 clusters Score -3006742 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3007241.000000 Penalty: 3386.728516
	Iteration 9Q: 3 clusters Score -3007241 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3007506.000000 Penalty: 3386.728516
	Iteration 10Q: 3 clusters Score -3007506 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3007651.000000 Penalty: 3386.728516
	Iteration 11Q: 3 clusters Score -3007651 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3007762.500000 Penalty: 3386.728516
	Iteration 12Q: 3 clusters Score -3007762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3007838.000000 Penalty: 3386.728516
	Iteration 13Q: 3 clusters Score -3007838 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32907 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3007885.250000 Penalty: 3386.728516
	Iteration 14Q: 3 clusters Score -3007885 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3007916.750000 Penalty: 3386.728516
	Iteration 15Q: 3 clusters Score -3007917 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32975 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3007940.750000 Penalty: 3386.728516
	Iteration 16Q: 3 clusters Score -3007941 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -3007960.000000 Penalty: 3386.728516
	Iteration 17Q: 3 clusters Score -3007960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -3007979.250000 Penalty: 3386.728516
	Iteration 18Q: 3 clusters Score -3007979 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3007997.500000 Penalty: 3386.728516
	Iteration 19Q: 3 clusters Score -3007998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3008010.500000 Penalty: 3386.728516
	Iteration 20F: 3 clusters Score -3008010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3008026.500000 Penalty: 3386.728516
	Iteration 21Q: 3 clusters Score -3008026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -3008032.000000 Penalty: 3386.728516
	Iteration 22Q: 3 clusters Score -3008032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3008031.500000 Penalty: 3386.728516
	Iteration 23Q: 3 clusters Score -3008032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3008036.500000 Penalty: 3386.728516
	Iteration 24Q: 3 clusters Score -3008036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3008042.500000 Penalty: 3386.728516
	Iteration 25Q: 3 clusters Score -3008042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3008043.000000 Penalty: 3386.728516
	Iteration 26Q: 3 clusters Score -3008043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3008054.750000 Penalty: 3386.728516
	Iteration 27Q: 3 clusters Score -3008055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33056 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3008053.500000 Penalty: 3386.728516
	Iteration 28Q: 3 clusters Score -3008054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3008056.000000 Penalty: 3386.728516
	Iteration 29Q: 3 clusters Score -3008056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33053 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -3008056.250000 Penalty: 3386.728516
	Iteration 30Q: 3 clusters Score -3008056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -3008059.000000 Penalty: 3386.728516
	Iteration 31Q: 3 clusters Score -3008059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3008056.000000 Penalty: 3386.728516
	Iteration 32Q: 3 clusters Score -3008056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33057 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3008054.000000 Penalty: 3386.728516
	Iteration 33Q: 3 clusters Score -3008054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3008051.000000 Penalty: 3386.728516
	Iteration 34Q: 3 clusters Score -3008051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3008057.000000 Penalty: 3386.728516
	Iteration 35Q: 3 clusters Score -3008057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3008057.000000 Penalty: 3386.728516
	Iteration 36F: 3 clusters Score -3008057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Entering Unmasked Estep 
Score: -712039.062500 Penalty: 1460.622559
	Iteration 0F: 2 clusters Score -712039.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -706105.500000 Penalty: 2921.245117
	Iteration 0F: 3 clusters Score -706105.5 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -707979.750000 Penalty: 2921.245117
	Iteration 1F: 3 clusters Score -707979.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -708228.500000 Penalty: 2921.245117
	Iteration 2F: 3 clusters Score -708228.5 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -708429.000000 Penalty: 2921.245117
	Iteration 3F: 3 clusters Score -708429 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -708606.000000 Penalty: 2921.245117
	Iteration 4Q: 3 clusters Score -708606 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -708764.062500 Penalty: 2921.245117
	Iteration 5Q: 3 clusters Score -708764.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -708950.312500 Penalty: 2921.245117
	Iteration 6Q: 3 clusters Score -708950.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -709151.687500 Penalty: 2921.245117
	Iteration 7Q: 3 clusters Score -709151.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -709350.625000 Penalty: 2921.245117
	Iteration 8Q: 3 clusters Score -709350.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -709539.062500 Penalty: 2921.245117
	Iteration 9Q: 3 clusters Score -709539.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -709736.125000 Penalty: 2921.245117
	Iteration 10Q: 3 clusters Score -709736.1 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -709959.125000 Penalty: 2921.245117
	Iteration 11Q: 3 clusters Score -709959.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -710174.250000 Penalty: 2921.245117
	Iteration 12Q: 3 clusters Score -710174.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -710352.500000 Penalty: 2921.245117
	Iteration 13Q: 3 clusters Score -710352.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -710482.375000 Penalty: 2921.245117
	Iteration 14Q: 3 clusters Score -710482.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -710594.000000 Penalty: 2921.245117
	Iteration 15Q: 3 clusters Score -710594 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -710690.875000 Penalty: 2921.245117
	Iteration 16Q: 3 clusters Score -710690.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -710780.000000 Penalty: 2921.245117
	Iteration 17Q: 3 clusters Score -710780 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -710872.750000 Penalty: 2921.245117
	Iteration 18Q: 3 clusters Score -710872.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -710955.437500 Penalty: 2921.245117
	Iteration 19Q: 3 clusters Score -710955.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -711031.687500 Penalty: 2921.245117
	Iteration 20F: 3 clusters Score -711031.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -711108.562500 Penalty: 2921.245117
	Iteration 21Q: 3 clusters Score -711108.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -711172.437500 Penalty: 2921.245117
	Iteration 22Q: 3 clusters Score -711172.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -711238.875000 Penalty: 2921.245117
	Iteration 23Q: 3 clusters Score -711238.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -711281.312500 Penalty: 2921.245117
	Iteration 24Q: 3 clusters Score -711281.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -711309.312500 Penalty: 2921.245117
	Iteration 25Q: 3 clusters Score -711309.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -711331.875000 Penalty: 2921.245117
	Iteration 26Q: 3 clusters Score -711331.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -711345.375000 Penalty: 2921.245117
	Iteration 27Q: 3 clusters Score -711345.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -711357.312500 Penalty: 2921.245117
	Iteration 28Q: 3 clusters Score -711357.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -711364.562500 Penalty: 2921.245117
	Iteration 29Q: 3 clusters Score -711364.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -711367.687500 Penalty: 2921.245117
	Iteration 30Q: 3 clusters Score -711367.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -711372.312500 Penalty: 2921.245117
	Iteration 31Q: 3 clusters Score -711372.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -711376.250000 Penalty: 2921.245117
	Iteration 32Q: 3 clusters Score -711376.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -711378.375000 Penalty: 2921.245117
	Iteration 33Q: 3 clusters Score -711378.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -711380.562500 Penalty: 2921.245117
	Iteration 34Q: 3 clusters Score -711380.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -711379.375000 Penalty: 2921.245117
	Iteration 35Q: 3 clusters Score -711379.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -711380.687500 Penalty: 2921.245117
	Iteration 36Q: 3 clusters Score -711380.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -711380.000000 Penalty: 2921.245117
	Iteration 37Q: 3 clusters Score -711380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -711380.437500 Penalty: 2921.245117
	Iteration 38Q: 3 clusters Score -711380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -711381.812500 Penalty: 2921.245117
	Iteration 39Q: 3 clusters Score -711381.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -711380.687500 Penalty: 2921.245117
	Iteration 40F: 3 clusters Score -711380.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -711380.312500 Penalty: 2921.245117
	Iteration 41Q: 3 clusters Score -711380.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -711381.250000 Penalty: 2921.245117
	Iteration 42Q: 3 clusters Score -711381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -711382.062500 Penalty: 2921.245117
	Iteration 43Q: 3 clusters Score -711382.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -711382.062500 Penalty: 2921.245117
	Iteration 44F: 3 clusters Score -711382.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Entering Unmasked Estep 
Score: -383866.875000 Penalty: 1383.000610
	Iteration 0F: 2 clusters Score -383866.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -379905.031250 Penalty: 2766.001221
	Iteration 0F: 3 clusters Score -379905 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -381097.937500 Penalty: 2766.001221
	Iteration 1F: 3 clusters Score -381097.9 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -381432.343750 Penalty: 2766.001221
	Iteration 2F: 3 clusters Score -381432.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -381714.312500 Penalty: 2766.001221
	Iteration 3F: 3 clusters Score -381714.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -381942.875000 Penalty: 2766.001221
	Iteration 4F: 3 clusters Score -381942.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -382139.281250 Penalty: 2766.001221
	Iteration 5F: 3 clusters Score -382139.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -382288.375000 Penalty: 2766.001221
	Iteration 6Q: 3 clusters Score -382288.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -382411.187500 Penalty: 2766.001221
	Iteration 7Q: 3 clusters Score -382411.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -382523.531250 Penalty: 2766.001221
	Iteration 8Q: 3 clusters Score -382523.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -382613.093750 Penalty: 2766.001221
	Iteration 9Q: 3 clusters Score -382613.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -382703.781250 Penalty: 2766.001221
	Iteration 10Q: 3 clusters Score -382703.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -382786.093750 Penalty: 2766.001221
	Iteration 11Q: 3 clusters Score -382786.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -382846.812500 Penalty: 2766.001221
	Iteration 12Q: 3 clusters Score -382846.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -382913.062500 Penalty: 2766.001221
	Iteration 13Q: 3 clusters Score -382913.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -382957.375000 Penalty: 2766.001221
	Iteration 14Q: 3 clusters Score -382957.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -382997.843750 Penalty: 2766.001221
	Iteration 15Q: 3 clusters Score -382997.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -383021.656250 Penalty: 2766.001221
	Iteration 16Q: 3 clusters Score -383021.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -383032.000000 Penalty: 2766.001221
	Iteration 17Q: 3 clusters Score -383032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -383039.875000 Penalty: 2766.001221
	Iteration 18Q: 3 clusters Score -383039.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -383046.843750 Penalty: 2766.001221
	Iteration 19Q: 3 clusters Score -383046.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -383049.312500 Penalty: 2766.001221
	Iteration 20F: 3 clusters Score -383049.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -383053.468750 Penalty: 2766.001221
	Iteration 21Q: 3 clusters Score -383053.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -383057.375000 Penalty: 2766.001221
	Iteration 22Q: 3 clusters Score -383057.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -383059.531250 Penalty: 2766.001221
	Iteration 23Q: 3 clusters Score -383059.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -383061.187500 Penalty: 2766.001221
	Iteration 24Q: 3 clusters Score -383061.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -383061.750000 Penalty: 2766.001221
	Iteration 25Q: 3 clusters Score -383061.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -383063.750000 Penalty: 2766.001221
	Iteration 26Q: 3 clusters Score -383063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -383063.625000 Penalty: 2766.001221
	Iteration 27Q: 3 clusters Score -383063.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -383063.625000 Penalty: 2766.001221
	Iteration 28F: 3 clusters Score -383063.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (108962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108962 members 
Entering Unmasked Estep 
Score: -9494760.000000 Penalty: 1884.797607
	Iteration 0F: 2 clusters Score -9494760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -9421832.000000 Penalty: 3769.595215
	Iteration 0F: 3 clusters Score -9421832 nChanged 52261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -9452297.000000 Penalty: 3769.595215
	Iteration 1F: 3 clusters Score -9452297 nChanged 4024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47134 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -9453571.000000 Penalty: 3769.595215
	Iteration 2Q: 3 clusters Score -9453571 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 66158 members 
Entering Unmasked Estep 
Score: -9455810.000000 Penalty: 3769.595215
	Iteration 3Q: 3 clusters Score -9455810 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 72442 members 
Entering Unmasked Estep 
Score: -9459818.000000 Penalty: 3769.595215
	Iteration 4F: 3 clusters Score -9459818 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 80964 members 
Entering Unmasked Estep 
Score: -9466554.000000 Penalty: 3769.595215
	Iteration 5F: 3 clusters Score -9466554 nChanged 9936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 90752 members 
Entering Unmasked Estep 
Score: -9475749.000000 Penalty: 3769.595215
	Iteration 6F: 3 clusters Score -9475749 nChanged 8515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -9484192.000000 Penalty: 3769.595215
	Iteration 7F: 3 clusters Score -9484192 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -9489390.000000 Penalty: 3769.595215
	Iteration 8Q: 3 clusters Score -9489390 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -9491663.000000 Penalty: 3769.595215
	Iteration 9Q: 3 clusters Score -9491663 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 108012 members 
Entering Unmasked Estep 
Score: -9492493.000000 Penalty: 3769.595215
	Iteration 10Q: 3 clusters Score -9492493 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 108308 members 
Entering Unmasked Estep 
Score: -9492837.000000 Penalty: 3769.595215
	Iteration 11Q: 3 clusters Score -9492837 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 108411 members 
Entering Unmasked Estep 
Score: -9492966.000000 Penalty: 3769.595215
	Iteration 12Q: 3 clusters Score -9492966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 108450 members 
Entering Unmasked Estep 
Score: -9493045.000000 Penalty: 3769.595215
	Iteration 13Q: 3 clusters Score -9493045 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 108466 members 
Entering Unmasked Estep 
Score: -9493128.000000 Penalty: 3769.595215
	Iteration 14Q: 3 clusters Score -9493128 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 108454 members 
Entering Unmasked Estep 
Score: -9493189.000000 Penalty: 3769.595215
	Iteration 15Q: 3 clusters Score -9493189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -9493236.000000 Penalty: 3769.595215
	Iteration 16Q: 3 clusters Score -9493236 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -9493267.000000 Penalty: 3769.595215
	Iteration 17Q: 3 clusters Score -9493267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 108407 members 
Entering Unmasked Estep 
Score: -9493295.000000 Penalty: 3769.595215
	Iteration 18Q: 3 clusters Score -9493295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 108395 members 
Entering Unmasked Estep 
Score: -9493311.000000 Penalty: 3769.595215
	Iteration 19Q: 3 clusters Score -9493311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -9493313.000000 Penalty: 3769.595215
	Iteration 20F: 3 clusters Score -9493313 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 108363 members 
Entering Unmasked Estep 
Score: -9493326.000000 Penalty: 3769.595215
	Iteration 21Q: 3 clusters Score -9493326 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 108349 members 
Entering Unmasked Estep 
Score: -9493350.000000 Penalty: 3769.595215
	Iteration 22Q: 3 clusters Score -9493350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -9493367.000000 Penalty: 3769.595215
	Iteration 23Q: 3 clusters Score -9493367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 108337 members 
Entering Unmasked Estep 
Score: -9493374.000000 Penalty: 3769.595215
	Iteration 24Q: 3 clusters Score -9493374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 108331 members 
Entering Unmasked Estep 
Score: -9493371.000000 Penalty: 3769.595215
	Iteration 25Q: 3 clusters Score -9493371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 108325 members 
Entering Unmasked Estep 
Score: -9493372.000000 Penalty: 3769.595215
	Iteration 26Q: 3 clusters Score -9493372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 108321 members 
Entering Unmasked Estep 
Score: -9493367.000000 Penalty: 3769.595215
	Iteration 27Q: 3 clusters Score -9493367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 108314 members 
Entering Unmasked Estep 
Score: -9493379.000000 Penalty: 3769.595215
	Iteration 28Q: 3 clusters Score -9493379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 108316 members 
Entering Unmasked Estep 
Score: -9493379.000000 Penalty: 3769.595215
	Iteration 29Q: 3 clusters Score -9493379 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 108311 members 
Entering Unmasked Estep 
Score: -9493368.000000 Penalty: 3769.595215
	Iteration 30Q: 3 clusters Score -9493368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 108303 members 
Entering Unmasked Estep 
Score: -9493392.000000 Penalty: 3769.595215
	Iteration 31Q: 3 clusters Score -9493392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 108293 members 
Entering Unmasked Estep 
Score: -9493399.000000 Penalty: 3769.595215
	Iteration 32Q: 3 clusters Score -9493399 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 108288 members 
Entering Unmasked Estep 
Score: -9493397.000000 Penalty: 3769.595215
	Iteration 33Q: 3 clusters Score -9493397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 108278 members 
Entering Unmasked Estep 
Score: -9493411.000000 Penalty: 3769.595215
	Iteration 34Q: 3 clusters Score -9493411 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 108272 members 
Entering Unmasked Estep 
Score: -9493421.000000 Penalty: 3769.595215
	Iteration 35Q: 3 clusters Score -9493421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 108264 members 
Entering Unmasked Estep 
Score: -9493421.000000 Penalty: 3769.595215
	Iteration 36Q: 3 clusters Score -9493421 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 108261 members 
Entering Unmasked Estep 
Score: -9493423.000000 Penalty: 3769.595215
	Iteration 37Q: 3 clusters Score -9493423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 108263 members 
Entering Unmasked Estep 
Score: -9493434.000000 Penalty: 3769.595215
	Iteration 38Q: 3 clusters Score -9493434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 108262 members 
Entering Unmasked Estep 
Score: -9493428.000000 Penalty: 3769.595215
	Iteration 39Q: 3 clusters Score -9493428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 108260 members 
Entering Unmasked Estep 
Score: -9493434.000000 Penalty: 3769.595215
	Iteration 40F: 3 clusters Score -9493434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 108257 members 
Entering Unmasked Estep 
Score: -9493444.000000 Penalty: 3769.595215
	Iteration 41Q: 3 clusters Score -9493444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 108256 members 
Entering Unmasked Estep 
Score: -9493441.000000 Penalty: 3769.595215
	Iteration 42Q: 3 clusters Score -9493441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 108253 members 
Entering Unmasked Estep 
Score: -9493453.000000 Penalty: 3769.595215
	Iteration 43Q: 3 clusters Score -9493453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 108249 members 
Entering Unmasked Estep 
Score: -9493450.000000 Penalty: 3769.595215
	Iteration 44Q: 3 clusters Score -9493450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 108247 members 
Entering Unmasked Estep 
Score: -9493444.000000 Penalty: 3769.595215
	Iteration 45Q: 3 clusters Score -9493444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 108244 members 
Entering Unmasked Estep 
Score: -9493457.000000 Penalty: 3769.595215
	Iteration 46Q: 3 clusters Score -9493457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 108241 members 
Entering Unmasked Estep 
Score: -9493461.000000 Penalty: 3769.595215
	Iteration 47Q: 3 clusters Score -9493461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -9493461.000000 Penalty: 3769.595215
	Iteration 48Q: 3 clusters Score -9493461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -9493466.000000 Penalty: 3769.595215
	Iteration 49Q: 3 clusters Score -9493466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -9493457.000000 Penalty: 3769.595215
	Iteration 50Q: 3 clusters Score -9493457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 108238 members 
Entering Unmasked Estep 
Score: -9493467.000000 Penalty: 3769.595215
	Iteration 51Q: 3 clusters Score -9493467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 108239 members 
Entering Unmasked Estep 
Score: -9493454.000000 Penalty: 3769.595215
	Iteration 52Q: 3 clusters Score -9493454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 108235 members 
Entering Unmasked Estep 
Score: -9493461.000000 Penalty: 3769.595215
	Iteration 53Q: 3 clusters Score -9493461 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 108233 members 
Entering Unmasked Estep 
Score: -9493463.000000 Penalty: 3769.595215
	Iteration 54Q: 3 clusters Score -9493463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 108229 members 
Entering Unmasked Estep 
Score: -9493460.000000 Penalty: 3769.595215
	Iteration 55Q: 3 clusters Score -9493460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 108225 members 
Entering Unmasked Estep 
Score: -9493461.000000 Penalty: 3769.595215
	Iteration 56Q: 3 clusters Score -9493461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 108220 members 
Entering Unmasked Estep 
Score: -9493464.000000 Penalty: 3769.595215
	Iteration 57Q: 3 clusters Score -9493464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 108217 members 
Entering Unmasked Estep 
Score: -9493458.000000 Penalty: 3769.595215
	Iteration 58Q: 3 clusters Score -9493458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 108216 members 
Entering Unmasked Estep 
Score: -9493465.000000 Penalty: 3769.595215
	Iteration 59Q: 3 clusters Score -9493465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -9493465.000000 Penalty: 3769.595215
	Iteration 60F: 3 clusters Score -9493465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 108211 members 
Entering Unmasked Estep 
Score: -9493460.000000 Penalty: 3769.595215
	Iteration 61Q: 3 clusters Score -9493460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 108208 members 
Entering Unmasked Estep 
Score: -9493460.000000 Penalty: 3769.595215
	Iteration 62Q: 3 clusters Score -9493460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 108207 members 
Entering Unmasked Estep 
Score: -9493460.000000 Penalty: 3769.595215
	Iteration 63Q: 3 clusters Score -9493460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 108205 members 
Entering Unmasked Estep 
Score: -9493463.000000 Penalty: 3769.595215
	Iteration 64Q: 3 clusters Score -9493463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 108203 members 
Entering Unmasked Estep 
Score: -9493469.000000 Penalty: 3769.595215
	Iteration 65Q: 3 clusters Score -9493469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 108202 members 
Entering Unmasked Estep 
Score: -9493475.000000 Penalty: 3769.595215
	Iteration 66Q: 3 clusters Score -9493475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -9493467.000000 Penalty: 3769.595215
	Iteration 67Q: 3 clusters Score -9493467 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 108201 members 
Entering Unmasked Estep 
Score: -9493467.000000 Penalty: 3769.595215
	Iteration 68F: 3 clusters Score -9493467 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Entering Unmasked Estep 
Score: -1121931.500000 Penalty: 1530.505005
	Iteration 0F: 2 clusters Score -1121932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1113290.375000 Penalty: 3061.010010
	Iteration 0F: 3 clusters Score -1113290 nChanged 5396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1116356.750000 Penalty: 3061.010010
	Iteration 1F: 3 clusters Score -1116357 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1116662.750000 Penalty: 3061.010010
	Iteration 2F: 3 clusters Score -1116663 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1116899.375000 Penalty: 3061.010010
	Iteration 3Q: 3 clusters Score -1116899 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1117135.000000 Penalty: 3061.010010
	Iteration 4Q: 3 clusters Score -1117135 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1117395.375000 Penalty: 3061.010010
	Iteration 5Q: 3 clusters Score -1117395 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1117629.125000 Penalty: 3061.010010
	Iteration 6Q: 3 clusters Score -1117629 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1117862.000000 Penalty: 3061.010010
	Iteration 7Q: 3 clusters Score -1117862 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1118116.000000 Penalty: 3061.010010
	Iteration 8Q: 3 clusters Score -1118116 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1118419.250000 Penalty: 3061.010010
	Iteration 9Q: 3 clusters Score -1118419 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1118757.000000 Penalty: 3061.010010
	Iteration 10Q: 3 clusters Score -1118757 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1119116.625000 Penalty: 3061.010010
	Iteration 11Q: 3 clusters Score -1119117 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1119464.500000 Penalty: 3061.010010
	Iteration 12Q: 3 clusters Score -1119464 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1119775.250000 Penalty: 3061.010010
	Iteration 13Q: 3 clusters Score -1119775 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1120011.250000 Penalty: 3061.010010
	Iteration 14Q: 3 clusters Score -1120011 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1120201.250000 Penalty: 3061.010010
	Iteration 15Q: 3 clusters Score -1120201 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1120325.625000 Penalty: 3061.010010
	Iteration 16Q: 3 clusters Score -1120326 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1120401.625000 Penalty: 3061.010010
	Iteration 17Q: 3 clusters Score -1120402 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1120468.500000 Penalty: 3061.010010
	Iteration 18Q: 3 clusters Score -1120468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1120511.875000 Penalty: 3061.010010
	Iteration 19Q: 3 clusters Score -1120512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1120547.125000 Penalty: 3061.010010
	Iteration 20F: 3 clusters Score -1120547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1120565.625000 Penalty: 3061.010010
	Iteration 21Q: 3 clusters Score -1120566 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1120595.000000 Penalty: 3061.010010
	Iteration 22Q: 3 clusters Score -1120595 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1120606.750000 Penalty: 3061.010010
	Iteration 23Q: 3 clusters Score -1120607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1120612.375000 Penalty: 3061.010010
	Iteration 24Q: 3 clusters Score -1120612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1120619.125000 Penalty: 3061.010010
	Iteration 25Q: 3 clusters Score -1120619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1120626.500000 Penalty: 3061.010010
	Iteration 26Q: 3 clusters Score -1120626 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1120633.250000 Penalty: 3061.010010
	Iteration 27Q: 3 clusters Score -1120633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1120637.375000 Penalty: 3061.010010
	Iteration 28Q: 3 clusters Score -1120637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1120641.000000 Penalty: 3061.010010
	Iteration 29Q: 3 clusters Score -1120641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1120645.000000 Penalty: 3061.010010
	Iteration 30Q: 3 clusters Score -1120645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1120646.250000 Penalty: 3061.010010
	Iteration 31Q: 3 clusters Score -1120646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1120649.250000 Penalty: 3061.010010
	Iteration 32Q: 3 clusters Score -1120649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1120654.625000 Penalty: 3061.010010
	Iteration 33Q: 3 clusters Score -1120655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1120660.500000 Penalty: 3061.010010
	Iteration 34Q: 3 clusters Score -1120660 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1120664.625000 Penalty: 3061.010010
	Iteration 35Q: 3 clusters Score -1120665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1120669.125000 Penalty: 3061.010010
	Iteration 36Q: 3 clusters Score -1120669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1120669.000000 Penalty: 3061.010010
	Iteration 37Q: 3 clusters Score -1120669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1120669.000000 Penalty: 3061.010010
	Iteration 38F: 3 clusters Score -1120669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Entering Unmasked Estep 
Score: -2236715.500000 Penalty: 1651.117554
	Iteration 0F: 2 clusters Score -2236716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2219340.250000 Penalty: 3302.235107
	Iteration 0F: 3 clusters Score -2219340 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2226115.500000 Penalty: 3302.235107
	Iteration 1F: 3 clusters Score -2226116 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -2227031.500000 Penalty: 3302.235107
	Iteration 2F: 3 clusters Score -2227032 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2228381.000000 Penalty: 3302.235107
	Iteration 3F: 3 clusters Score -2228381 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2230125.250000 Penalty: 3302.235107
	Iteration 4F: 3 clusters Score -2230125 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -2231757.500000 Penalty: 3302.235107
	Iteration 5F: 3 clusters Score -2231758 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2232997.250000 Penalty: 3302.235107
	Iteration 6F: 3 clusters Score -2232997 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -2233861.000000 Penalty: 3302.235107
	Iteration 7Q: 3 clusters Score -2233861 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -2234479.500000 Penalty: 3302.235107
	Iteration 8Q: 3 clusters Score -2234480 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2234959.250000 Penalty: 3302.235107
	Iteration 9Q: 3 clusters Score -2234959 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -2235304.500000 Penalty: 3302.235107
	Iteration 10Q: 3 clusters Score -2235304 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -2235601.750000 Penalty: 3302.235107
	Iteration 11Q: 3 clusters Score -2235602 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2235880.000000 Penalty: 3302.235107
	Iteration 12Q: 3 clusters Score -2235880 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2236203.500000 Penalty: 3302.235107
	Iteration 13Q: 3 clusters Score -2236204 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2236430.000000 Penalty: 3302.235107
	Iteration 14Q: 3 clusters Score -2236430 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -2236516.750000 Penalty: 3302.235107
	Iteration 15Q: 3 clusters Score -2236517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -2236572.500000 Penalty: 3302.235107
	Iteration 16Q: 3 clusters Score -2236572 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -2236607.500000 Penalty: 3302.235107
	Iteration 17Q: 3 clusters Score -2236608 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -2236619.750000 Penalty: 3302.235107
	Iteration 18Q: 3 clusters Score -2236620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -2236625.500000 Penalty: 3302.235107
	Iteration 19Q: 3 clusters Score -2236626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2236631.750000 Penalty: 3302.235107
	Iteration 20F: 3 clusters Score -2236632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2236633.500000 Penalty: 3302.235107
	Iteration 21Q: 3 clusters Score -2236634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -2236632.750000 Penalty: 3302.235107
	Iteration 22Q: 3 clusters Score -2236633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -2236637.500000 Penalty: 3302.235107
	Iteration 23Q: 3 clusters Score -2236638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -2236639.250000 Penalty: 3302.235107
	Iteration 24Q: 3 clusters Score -2236639 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -2236638.500000 Penalty: 3302.235107
	Iteration 25Q: 3 clusters Score -2236638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 23519 members 
Entering Unmasked Estep 
Score: -2236640.500000 Penalty: 3302.235107
	Iteration 26Q: 3 clusters Score -2236640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 23517 members 
Entering Unmasked Estep 
Score: -2236640.000000 Penalty: 3302.235107
	Iteration 27Q: 3 clusters Score -2236640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -2236643.750000 Penalty: 3302.235107
	Iteration 28Q: 3 clusters Score -2236644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2236642.500000 Penalty: 3302.235107
	Iteration 29Q: 3 clusters Score -2236642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -2236643.000000 Penalty: 3302.235107
	Iteration 30Q: 3 clusters Score -2236643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2236643.500000 Penalty: 3302.235107
	Iteration 31Q: 3 clusters Score -2236644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 23508 members 
Entering Unmasked Estep 
Score: -2236643.500000 Penalty: 3302.235107
	Iteration 32F: 3 clusters Score -2236644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Entering Unmasked Estep 
Score: -91098.093750 Penalty: 1164.643677
	Iteration 0F: 2 clusters Score -91098.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -89524.406250 Penalty: 2329.287354
	Iteration 0F: 3 clusters Score -89524.41 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -90049.617188 Penalty: 2329.287354
	Iteration 1F: 3 clusters Score -90049.62 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -90237.718750 Penalty: 2329.287354
	Iteration 2F: 3 clusters Score -90237.72 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -90337.070312 Penalty: 2329.287354
	Iteration 3Q: 3 clusters Score -90337.07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -90438.585938 Penalty: 2329.287354
	Iteration 4Q: 3 clusters Score -90438.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -90504.007812 Penalty: 2329.287354
	Iteration 5Q: 3 clusters Score -90504.01 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -90568.343750 Penalty: 2329.287354
	Iteration 6Q: 3 clusters Score -90568.34 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -90667.289062 Penalty: 2329.287354
	Iteration 7Q: 3 clusters Score -90667.29 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -90742.578125 Penalty: 2329.287354
	Iteration 8Q: 3 clusters Score -90742.58 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -90786.687500 Penalty: 2329.287354
	Iteration 9Q: 3 clusters Score -90786.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90828.250000 Penalty: 2329.287354
	Iteration 10Q: 3 clusters Score -90828.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90856.625000 Penalty: 2329.287354
	Iteration 11Q: 3 clusters Score -90856.62 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -90889.375000 Penalty: 2329.287354
	Iteration 12Q: 3 clusters Score -90889.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -90906.921875 Penalty: 2329.287354
	Iteration 13Q: 3 clusters Score -90906.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -90917.742188 Penalty: 2329.287354
	Iteration 14Q: 3 clusters Score -90917.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90921.257812 Penalty: 2329.287354
	Iteration 15Q: 3 clusters Score -90921.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -90924.132812 Penalty: 2329.287354
	Iteration 16Q: 3 clusters Score -90924.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90924.617188 Penalty: 2329.287354
	Iteration 17Q: 3 clusters Score -90924.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -90926.281250 Penalty: 2329.287354
	Iteration 18F: 3 clusters Score -90926.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90927.437500 Penalty: 2329.287354
	Iteration 19Q: 3 clusters Score -90927.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -90927.437500 Penalty: 2329.287354
	Iteration 20F: 3 clusters Score -90927.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Entering Unmasked Estep 
Score: -865780.812500 Penalty: 1512.507568
	Iteration 0F: 2 clusters Score -865780.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -858003.250000 Penalty: 3025.015137
	Iteration 0F: 3 clusters Score -858003.2 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -860930.750000 Penalty: 3025.015137
	Iteration 1F: 3 clusters Score -860930.8 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -861510.750000 Penalty: 3025.015137
	Iteration 2F: 3 clusters Score -861510.8 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -862047.812500 Penalty: 3025.015137
	Iteration 3F: 3 clusters Score -862047.8 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -862518.625000 Penalty: 3025.015137
	Iteration 4F: 3 clusters Score -862518.6 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -862944.500000 Penalty: 3025.015137
	Iteration 5F: 3 clusters Score -862944.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -863269.375000 Penalty: 3025.015137
	Iteration 6Q: 3 clusters Score -863269.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -863480.312500 Penalty: 3025.015137
	Iteration 7Q: 3 clusters Score -863480.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -863628.500000 Penalty: 3025.015137
	Iteration 8Q: 3 clusters Score -863628.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -863753.750000 Penalty: 3025.015137
	Iteration 9Q: 3 clusters Score -863753.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -863863.312500 Penalty: 3025.015137
	Iteration 10Q: 3 clusters Score -863863.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -863947.250000 Penalty: 3025.015137
	Iteration 11Q: 3 clusters Score -863947.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -864046.187500 Penalty: 3025.015137
	Iteration 12Q: 3 clusters Score -864046.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -864130.375000 Penalty: 3025.015137
	Iteration 13Q: 3 clusters Score -864130.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -864207.687500 Penalty: 3025.015137
	Iteration 14Q: 3 clusters Score -864207.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -864268.750000 Penalty: 3025.015137
	Iteration 15Q: 3 clusters Score -864268.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -864335.750000 Penalty: 3025.015137
	Iteration 16Q: 3 clusters Score -864335.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -864424.437500 Penalty: 3025.015137
	Iteration 17Q: 3 clusters Score -864424.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -864534.187500 Penalty: 3025.015137
	Iteration 18Q: 3 clusters Score -864534.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -864627.812500 Penalty: 3025.015137
	Iteration 19Q: 3 clusters Score -864627.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -864724.312500 Penalty: 3025.015137
	Iteration 20F: 3 clusters Score -864724.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -864825.000000 Penalty: 3025.015137
	Iteration 21Q: 3 clusters Score -864825 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -864897.375000 Penalty: 3025.015137
	Iteration 22Q: 3 clusters Score -864897.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -864943.812500 Penalty: 3025.015137
	Iteration 23Q: 3 clusters Score -864943.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -864973.125000 Penalty: 3025.015137
	Iteration 24Q: 3 clusters Score -864973.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -865005.187500 Penalty: 3025.015137
	Iteration 25Q: 3 clusters Score -865005.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -865032.812500 Penalty: 3025.015137
	Iteration 26Q: 3 clusters Score -865032.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -865056.937500 Penalty: 3025.015137
	Iteration 27Q: 3 clusters Score -865056.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -865076.062500 Penalty: 3025.015137
	Iteration 28Q: 3 clusters Score -865076.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -865108.375000 Penalty: 3025.015137
	Iteration 29Q: 3 clusters Score -865108.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -865142.937500 Penalty: 3025.015137
	Iteration 30Q: 3 clusters Score -865142.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -865164.562500 Penalty: 3025.015137
	Iteration 31Q: 3 clusters Score -865164.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -865185.187500 Penalty: 3025.015137
	Iteration 32Q: 3 clusters Score -865185.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -865197.625000 Penalty: 3025.015137
	Iteration 33Q: 3 clusters Score -865197.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -865207.062500 Penalty: 3025.015137
	Iteration 34Q: 3 clusters Score -865207.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -865217.000000 Penalty: 3025.015137
	Iteration 35Q: 3 clusters Score -865217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -865225.312500 Penalty: 3025.015137
	Iteration 36Q: 3 clusters Score -865225.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -865229.750000 Penalty: 3025.015137
	Iteration 37Q: 3 clusters Score -865229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -865232.687500 Penalty: 3025.015137
	Iteration 38Q: 3 clusters Score -865232.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -865235.187500 Penalty: 3025.015137
	Iteration 39Q: 3 clusters Score -865235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -865237.875000 Penalty: 3025.015137
	Iteration 40F: 3 clusters Score -865237.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -865241.375000 Penalty: 3025.015137
	Iteration 41Q: 3 clusters Score -865241.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -865246.125000 Penalty: 3025.015137
	Iteration 42Q: 3 clusters Score -865246.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -865248.187500 Penalty: 3025.015137
	Iteration 43Q: 3 clusters Score -865248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -865248.437500 Penalty: 3025.015137
	Iteration 44Q: 3 clusters Score -865248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -865248.312500 Penalty: 3025.015137
	Iteration 45Q: 3 clusters Score -865248.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -865248.312500 Penalty: 3025.015137
	Iteration 46F: 3 clusters Score -865248.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Entering Unmasked Estep 
Score: -251614.500000 Penalty: 1300.492188
	Iteration 0F: 2 clusters Score -251614.5 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 1510 members 
Entering Unmasked Estep 
Score: -248917.859375 Penalty: 2600.984375
	Iteration 0F: 3 clusters Score -248917.9 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -249710.734375 Penalty: 2600.984375
	Iteration 1F: 3 clusters Score -249710.7 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -250029.656250 Penalty: 2600.984375
	Iteration 2F: 3 clusters Score -250029.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -250330.156250 Penalty: 2600.984375
	Iteration 3F: 3 clusters Score -250330.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -250617.609375 Penalty: 2600.984375
	Iteration 4F: 3 clusters Score -250617.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -250809.484375 Penalty: 2600.984375
	Iteration 5F: 3 clusters Score -250809.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -250940.703125 Penalty: 2600.984375
	Iteration 6Q: 3 clusters Score -250940.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -251054.125000 Penalty: 2600.984375
	Iteration 7Q: 3 clusters Score -251054.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -251132.203125 Penalty: 2600.984375
	Iteration 8Q: 3 clusters Score -251132.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -251217.765625 Penalty: 2600.984375
	Iteration 9Q: 3 clusters Score -251217.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -251305.937500 Penalty: 2600.984375
	Iteration 10Q: 3 clusters Score -251305.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -251367.750000 Penalty: 2600.984375
	Iteration 11Q: 3 clusters Score -251367.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -251412.593750 Penalty: 2600.984375
	Iteration 12Q: 3 clusters Score -251412.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -251445.234375 Penalty: 2600.984375
	Iteration 13Q: 3 clusters Score -251445.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -251482.453125 Penalty: 2600.984375
	Iteration 14Q: 3 clusters Score -251482.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -251512.046875 Penalty: 2600.984375
	Iteration 15Q: 3 clusters Score -251512 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -251527.484375 Penalty: 2600.984375
	Iteration 16Q: 3 clusters Score -251527.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -251536.140625 Penalty: 2600.984375
	Iteration 17Q: 3 clusters Score -251536.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -251541.078125 Penalty: 2600.984375
	Iteration 18Q: 3 clusters Score -251541.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -251543.843750 Penalty: 2600.984375
	Iteration 19Q: 3 clusters Score -251543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -251545.234375 Penalty: 2600.984375
	Iteration 20F: 3 clusters Score -251545.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -251548.234375 Penalty: 2600.984375
	Iteration 21Q: 3 clusters Score -251548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -251554.343750 Penalty: 2600.984375
	Iteration 22Q: 3 clusters Score -251554.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -251563.296875 Penalty: 2600.984375
	Iteration 23Q: 3 clusters Score -251563.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -251576.671875 Penalty: 2600.984375
	Iteration 24Q: 3 clusters Score -251576.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -251599.015625 Penalty: 2600.984375
	Iteration 25Q: 3 clusters Score -251599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -251642.828125 Penalty: 2600.984375
	Iteration 26Q: 3 clusters Score -251642.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -251703.625000 Penalty: 2600.984375
	Iteration 27Q: 3 clusters Score -251703.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -251734.734375 Penalty: 2600.984375
	Iteration 28Q: 3 clusters Score -251734.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -251749.875000 Penalty: 2600.984375
	Iteration 29Q: 3 clusters Score -251749.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -251756.593750 Penalty: 2600.984375
	Iteration 30Q: 3 clusters Score -251756.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -251760.515625 Penalty: 2600.984375
	Iteration 31Q: 3 clusters Score -251760.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -251763.703125 Penalty: 2600.984375
	Iteration 32Q: 3 clusters Score -251763.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -251764.359375 Penalty: 2600.984375
	Iteration 33Q: 3 clusters Score -251764.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -251765.390625 Penalty: 2600.984375
	Iteration 34Q: 3 clusters Score -251765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -251765.859375 Penalty: 2600.984375
	Iteration 35Q: 3 clusters Score -251765.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -251767.421875 Penalty: 2600.984375
	Iteration 36Q: 3 clusters Score -251767.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -251767.671875 Penalty: 2600.984375
	Iteration 37Q: 3 clusters Score -251767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -251767.671875 Penalty: 2600.984375
	Iteration 38F: 3 clusters Score -251767.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 1639 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 1351 members 
Entering Unmasked Estep 
Score: -40885084.000000 Penalty: 76597.609375
Splitting cluster 29 changes total score from -40885500.000000 to -40885084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 30 (1630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Entering Unmasked Estep 
Score: -133956.062500 Penalty: 1201.904419
	Iteration 0F: 2 clusters Score -133956.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132120.296875 Penalty: 2403.808838
	Iteration 0F: 3 clusters Score -132120.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -132481.312500 Penalty: 2403.808838
	Iteration 1F: 3 clusters Score -132481.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132578.531250 Penalty: 2403.808838
	Iteration 2F: 3 clusters Score -132578.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -132631.140625 Penalty: 2403.808838
	Iteration 3Q: 3 clusters Score -132631.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -132676.796875 Penalty: 2403.808838
	Iteration 4Q: 3 clusters Score -132676.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -132705.234375 Penalty: 2403.808838
	Iteration 5Q: 3 clusters Score -132705.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -132727.640625 Penalty: 2403.808838
	Iteration 6Q: 3 clusters Score -132727.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -132744.578125 Penalty: 2403.808838
	Iteration 7Q: 3 clusters Score -132744.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -132765.031250 Penalty: 2403.808838
	Iteration 8Q: 3 clusters Score -132765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -132783.046875 Penalty: 2403.808838
	Iteration 9Q: 3 clusters Score -132783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -132796.328125 Penalty: 2403.808838
	Iteration 10Q: 3 clusters Score -132796.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -132820.359375 Penalty: 2403.808838
	Iteration 11Q: 3 clusters Score -132820.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -132856.281250 Penalty: 2403.808838
	Iteration 12Q: 3 clusters Score -132856.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -132909.781250 Penalty: 2403.808838
	Iteration 13Q: 3 clusters Score -132909.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -132999.156250 Penalty: 2403.808838
	Iteration 14Q: 3 clusters Score -132999.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133127.296875 Penalty: 2403.808838
	Iteration 15Q: 3 clusters Score -133127.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -133328.156250 Penalty: 2403.808838
	Iteration 16F: 3 clusters Score -133328.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -133601.953125 Penalty: 2403.808838
	Iteration 17F: 3 clusters Score -133602 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -133889.546875 Penalty: 2403.808838
	Iteration 18F: 3 clusters Score -133889.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -134070.484375 Penalty: 2403.808838
	Iteration 19Q: 3 clusters Score -134070.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -134188.843750 Penalty: 2403.808838
	Iteration 20F: 3 clusters Score -134188.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -134259.921875 Penalty: 2403.808838
	Iteration 21Q: 3 clusters Score -134259.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -134325.343750 Penalty: 2403.808838
	Iteration 22Q: 3 clusters Score -134325.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134409.250000 Penalty: 2403.808838
	Iteration 23Q: 3 clusters Score -134409.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -134494.531250 Penalty: 2403.808838
	Iteration 24Q: 3 clusters Score -134494.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -134548.328125 Penalty: 2403.808838
	Iteration 25Q: 3 clusters Score -134548.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -134590.218750 Penalty: 2403.808838
	Iteration 26Q: 3 clusters Score -134590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -134604.781250 Penalty: 2403.808838
	Iteration 27Q: 3 clusters Score -134604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134607.812500 Penalty: 2403.808838
	Iteration 28Q: 3 clusters Score -134607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134607.812500 Penalty: 2403.808838
	Iteration 29F: 3 clusters Score -134607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 983 members 
Mstep: Class 31 contains 9426 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 647 members 
Entering Unmasked Estep 
Score: -40885448.000000 Penalty: 76597.609375
Splitting cluster 30 changes total score from -40885500.000000 to -40885448.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (9426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Entering Unmasked Estep 
Score: -819453.500000 Penalty: 1487.074341
	Iteration 0F: 2 clusters Score -819453.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -812652.437500 Penalty: 2974.148682
	Iteration 0F: 3 clusters Score -812652.4 nChanged 4096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -814953.750000 Penalty: 2974.148682
	Iteration 1F: 3 clusters Score -814953.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -815546.125000 Penalty: 2974.148682
	Iteration 2F: 3 clusters Score -815546.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -816181.312500 Penalty: 2974.148682
	Iteration 3F: 3 clusters Score -816181.3 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -816693.625000 Penalty: 2974.148682
	Iteration 4F: 3 clusters Score -816693.6 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -817234.062500 Penalty: 2974.148682
	Iteration 5F: 3 clusters Score -817234.1 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -817844.812500 Penalty: 2974.148682
	Iteration 6F: 3 clusters Score -817844.8 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -818416.812500 Penalty: 2974.148682
	Iteration 7F: 3 clusters Score -818416.8 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -818894.562500 Penalty: 2974.148682
	Iteration 8F: 3 clusters Score -818894.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -819279.437500 Penalty: 2974.148682
	Iteration 9Q: 3 clusters Score -819279.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -819545.500000 Penalty: 2974.148682
	Iteration 10Q: 3 clusters Score -819545.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -819712.687500 Penalty: 2974.148682
	Iteration 11Q: 3 clusters Score -819712.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -819836.687500 Penalty: 2974.148682
	Iteration 12Q: 3 clusters Score -819836.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -819917.000000 Penalty: 2974.148682
	Iteration 13Q: 3 clusters Score -819917 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -819966.187500 Penalty: 2974.148682
	Iteration 14Q: 3 clusters Score -819966.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -820011.562500 Penalty: 2974.148682
	Iteration 15Q: 3 clusters Score -820011.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -820031.125000 Penalty: 2974.148682
	Iteration 16Q: 3 clusters Score -820031.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -820041.312500 Penalty: 2974.148682
	Iteration 17Q: 3 clusters Score -820041.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -820051.375000 Penalty: 2974.148682
	Iteration 18Q: 3 clusters Score -820051.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -820063.312500 Penalty: 2974.148682
	Iteration 19Q: 3 clusters Score -820063.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -820072.687500 Penalty: 2974.148682
	Iteration 20F: 3 clusters Score -820072.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -820081.187500 Penalty: 2974.148682
	Iteration 21Q: 3 clusters Score -820081.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -820089.875000 Penalty: 2974.148682
	Iteration 22Q: 3 clusters Score -820089.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -820094.937500 Penalty: 2974.148682
	Iteration 23Q: 3 clusters Score -820094.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -820099.562500 Penalty: 2974.148682
	Iteration 24Q: 3 clusters Score -820099.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -820104.625000 Penalty: 2974.148682
	Iteration 25Q: 3 clusters Score -820104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -820107.062500 Penalty: 2974.148682
	Iteration 26Q: 3 clusters Score -820107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -820107.062500 Penalty: 2974.148682
	Iteration 27Q: 3 clusters Score -820107.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -820107.562500 Penalty: 2974.148682
	Iteration 28Q: 3 clusters Score -820107.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -820109.437500 Penalty: 2974.148682
	Iteration 29Q: 3 clusters Score -820109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -820108.812500 Penalty: 2974.148682
	Iteration 30Q: 3 clusters Score -820108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -820110.312500 Penalty: 2974.148682
	Iteration 31Q: 3 clusters Score -820110.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -820112.187500 Penalty: 2974.148682
	Iteration 32Q: 3 clusters Score -820112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -820111.687500 Penalty: 2974.148682
	Iteration 33Q: 3 clusters Score -820111.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -820112.937500 Penalty: 2974.148682
	Iteration 34Q: 3 clusters Score -820112.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -820111.125000 Penalty: 2974.148682
	Iteration 35Q: 3 clusters Score -820111.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -820114.375000 Penalty: 2974.148682
	Iteration 36Q: 3 clusters Score -820114.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -820113.062500 Penalty: 2974.148682
	Iteration 37Q: 3 clusters Score -820113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -820115.687500 Penalty: 2974.148682
	Iteration 38Q: 3 clusters Score -820115.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 8267 members 
Entering Unmasked Estep 
Score: -820114.500000 Penalty: 2974.148682
	Iteration 39Q: 3 clusters Score -820114.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -820116.437500 Penalty: 2974.148682
	Iteration 40F: 3 clusters Score -820116.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -820116.875000 Penalty: 2974.148682
	Iteration 41Q: 3 clusters Score -820116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -820116.875000 Penalty: 2974.148682
	Iteration 42F: 3 clusters Score -820116.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Mstep: Class 34 contains 1931 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 8269 members 
Entering Unmasked Estep 
Score: -40885960.000000 Penalty: 76597.609375
Splitting cluster 31 changes total score from -40885500.000000 to -40885960.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 32 (55117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55117 members 
Entering Unmasked Estep 
Score: -4824382.000000 Penalty: 1774.047241
	Iteration 0F: 2 clusters Score -4824382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27531 members 
Entering Unmasked Estep 
Score: -4787570.000000 Penalty: 3548.094482
	Iteration 0F: 3 clusters Score -4787570 nChanged 25871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4802433.500000 Penalty: 3548.094482
	Iteration 1F: 3 clusters Score -4802434 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4803173.500000 Penalty: 3548.094482
	Iteration 2Q: 3 clusters Score -4803174 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -4804124.500000 Penalty: 3548.094482
	Iteration 3Q: 3 clusters Score -4804124 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26285 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -4805290.000000 Penalty: 3548.094482
	Iteration 4Q: 3 clusters Score -4805290 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25712 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -4806598.000000 Penalty: 3548.094482
	Iteration 5F: 3 clusters Score -4806598 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -4808237.000000 Penalty: 3548.094482
	Iteration 6F: 3 clusters Score -4808237 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -4810057.000000 Penalty: 3548.094482
	Iteration 7F: 3 clusters Score -4810057 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -4811854.500000 Penalty: 3548.094482
	Iteration 8F: 3 clusters Score -4811854 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -4813469.500000 Penalty: 3548.094482
	Iteration 9Q: 3 clusters Score -4813470 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -4814410.500000 Penalty: 3548.094482
	Iteration 10Q: 3 clusters Score -4814410 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21230 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -4814919.500000 Penalty: 3548.094482
	Iteration 11Q: 3 clusters Score -4814920 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -4815188.000000 Penalty: 3548.094482
	Iteration 12Q: 3 clusters Score -4815188 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
Score: -4815350.000000 Penalty: 3548.094482
	Iteration 13Q: 3 clusters Score -4815350 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -4815532.500000 Penalty: 3548.094482
	Iteration 14Q: 3 clusters Score -4815532 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -4815716.500000 Penalty: 3548.094482
	Iteration 15Q: 3 clusters Score -4815716 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 37454 members 
Entering Unmasked Estep 
Score: -4815944.000000 Penalty: 3548.094482
	Iteration 16Q: 3 clusters Score -4815944 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -4816142.500000 Penalty: 3548.094482
	Iteration 17Q: 3 clusters Score -4816142 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 39032 members 
Entering Unmasked Estep 
Score: -4816347.000000 Penalty: 3548.094482
	Iteration 18Q: 3 clusters Score -4816347 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 39815 members 
Entering Unmasked Estep 
Score: -4816553.500000 Penalty: 3548.094482
	Iteration 19Q: 3 clusters Score -4816554 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
Score: -4816784.000000 Penalty: 3548.094482
	Iteration 20F: 3 clusters Score -4816784 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 41469 members 
Entering Unmasked Estep 
Score: -4817062.000000 Penalty: 3548.094482
	Iteration 21Q: 3 clusters Score -4817062 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
Score: -4817378.000000 Penalty: 3548.094482
	Iteration 22Q: 3 clusters Score -4817378 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 43281 members 
Entering Unmasked Estep 
Score: -4817693.500000 Penalty: 3548.094482
	Iteration 23Q: 3 clusters Score -4817694 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -4818037.500000 Penalty: 3548.094482
	Iteration 24Q: 3 clusters Score -4818038 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 45201 members 
Entering Unmasked Estep 
Score: -4818438.500000 Penalty: 3548.094482
	Iteration 25Q: 3 clusters Score -4818438 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -4818886.000000 Penalty: 3548.094482
	Iteration 26Q: 3 clusters Score -4818886 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 47094 members 
Entering Unmasked Estep 
Score: -4819301.000000 Penalty: 3548.094482
	Iteration 27Q: 3 clusters Score -4819301 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -4819715.000000 Penalty: 3548.094482
	Iteration 28Q: 3 clusters Score -4819715 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -4820116.000000 Penalty: 3548.094482
	Iteration 29Q: 3 clusters Score -4820116 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -4820442.000000 Penalty: 3548.094482
	Iteration 30Q: 3 clusters Score -4820442 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 50218 members 
Entering Unmasked Estep 
Score: -4820767.000000 Penalty: 3548.094482
	Iteration 31Q: 3 clusters Score -4820767 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -4821078.000000 Penalty: 3548.094482
	Iteration 32Q: 3 clusters Score -4821078 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 51378 members 
Entering Unmasked Estep 
Score: -4821334.000000 Penalty: 3548.094482
	Iteration 33Q: 3 clusters Score -4821334 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -4821576.000000 Penalty: 3548.094482
	Iteration 34Q: 3 clusters Score -4821576 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52313 members 
Entering Unmasked Estep 
Score: -4821804.500000 Penalty: 3548.094482
	Iteration 35Q: 3 clusters Score -4821804 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 52698 members 
Entering Unmasked Estep 
Score: -4821978.000000 Penalty: 3548.094482
	Iteration 36Q: 3 clusters Score -4821978 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 53026 members 
Entering Unmasked Estep 
Score: -4822152.500000 Penalty: 3548.094482
	Iteration 37Q: 3 clusters Score -4822152 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -4822284.000000 Penalty: 3548.094482
	Iteration 38Q: 3 clusters Score -4822284 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -4822401.500000 Penalty: 3548.094482
	Iteration 39Q: 3 clusters Score -4822402 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -4822521.500000 Penalty: 3548.094482
	Iteration 40F: 3 clusters Score -4822522 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -4822628.000000 Penalty: 3548.094482
	Iteration 41Q: 3 clusters Score -4822628 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 54019 members 
Entering Unmasked Estep 
Score: -4822702.000000 Penalty: 3548.094482
	Iteration 42Q: 3 clusters Score -4822702 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 54130 members 
Entering Unmasked Estep 
Score: -4822757.000000 Penalty: 3548.094482
	Iteration 43Q: 3 clusters Score -4822757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54222 members 
Entering Unmasked Estep 
Score: -4822800.500000 Penalty: 3548.094482
	Iteration 44Q: 3 clusters Score -4822800 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -4822846.000000 Penalty: 3548.094482
	Iteration 45Q: 3 clusters Score -4822846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 54333 members 
Entering Unmasked Estep 
Score: -4822883.500000 Penalty: 3548.094482
	Iteration 46Q: 3 clusters Score -4822884 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 54375 members 
Entering Unmasked Estep 
Score: -4822904.000000 Penalty: 3548.094482
	Iteration 47Q: 3 clusters Score -4822904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 54402 members 
Entering Unmasked Estep 
Score: -4822906.000000 Penalty: 3548.094482
	Iteration 48Q: 3 clusters Score -4822906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 54422 members 
Entering Unmasked Estep 
Score: -4822922.000000 Penalty: 3548.094482
	Iteration 49Q: 3 clusters Score -4822922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -4822926.000000 Penalty: 3548.094482
	Iteration 50Q: 3 clusters Score -4822926 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 54445 members 
Entering Unmasked Estep 
Score: -4822932.000000 Penalty: 3548.094482
	Iteration 51Q: 3 clusters Score -4822932 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -4822931.000000 Penalty: 3548.094482
	Iteration 52Q: 3 clusters Score -4822931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -4822934.500000 Penalty: 3548.094482
	Iteration 53Q: 3 clusters Score -4822934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -4822941.500000 Penalty: 3548.094482
	Iteration 54Q: 3 clusters Score -4822942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -4822939.500000 Penalty: 3548.094482
	Iteration 55Q: 3 clusters Score -4822940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -4822936.500000 Penalty: 3548.094482
	Iteration 56Q: 3 clusters Score -4822936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -4822946.500000 Penalty: 3548.094482
	Iteration 57Q: 3 clusters Score -4822946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -4822951.000000 Penalty: 3548.094482
	Iteration 58Q: 3 clusters Score -4822951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54485 members 
Entering Unmasked Estep 
Score: -4822950.000000 Penalty: 3548.094482
	Iteration 59Q: 3 clusters Score -4822950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -4822951.500000 Penalty: 3548.094482
	Iteration 60F: 3 clusters Score -4822952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -4822955.500000 Penalty: 3548.094482
	Iteration 61Q: 3 clusters Score -4822956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -4822962.500000 Penalty: 3548.094482
	Iteration 62Q: 3 clusters Score -4822962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -4822963.500000 Penalty: 3548.094482
	Iteration 63Q: 3 clusters Score -4822964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -4822968.500000 Penalty: 3548.094482
	Iteration 64Q: 3 clusters Score -4822968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -4822968.000000 Penalty: 3548.094482
	Iteration 65Q: 3 clusters Score -4822968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -4822966.500000 Penalty: 3548.094482
	Iteration 66Q: 3 clusters Score -4822966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -4822976.500000 Penalty: 3548.094482
	Iteration 67Q: 3 clusters Score -4822976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -4822972.000000 Penalty: 3548.094482
	Iteration 68Q: 3 clusters Score -4822972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -4822975.500000 Penalty: 3548.094482
	Iteration 69Q: 3 clusters Score -4822976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -4822975.500000 Penalty: 3548.094482
	Iteration 70Q: 3 clusters Score -4822976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -4822977.000000 Penalty: 3548.094482
	Iteration 71Q: 3 clusters Score -4822977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -4822979.000000 Penalty: 3548.094482
	Iteration 72Q: 3 clusters Score -4822979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -4822979.000000 Penalty: 3548.094482
	Iteration 73F: 3 clusters Score -4822979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Entering Unmasked Estep 
Score: -1451817.000000 Penalty: 1579.926514
	Iteration 0F: 2 clusters Score -1451817 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1440339.125000 Penalty: 3159.853027
	Iteration 0F: 3 clusters Score -1440339 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1444338.750000 Penalty: 3159.853027
	Iteration 1F: 3 clusters Score -1444339 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1444645.375000 Penalty: 3159.853027
	Iteration 2F: 3 clusters Score -1444645 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1444922.875000 Penalty: 3159.853027
	Iteration 3Q: 3 clusters Score -1444923 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1445203.000000 Penalty: 3159.853027
	Iteration 4Q: 3 clusters Score -1445203 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1445515.750000 Penalty: 3159.853027
	Iteration 5Q: 3 clusters Score -1445516 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1445927.625000 Penalty: 3159.853027
	Iteration 6Q: 3 clusters Score -1445928 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1446416.000000 Penalty: 3159.853027
	Iteration 7F: 3 clusters Score -1446416 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1447049.375000 Penalty: 3159.853027
	Iteration 8F: 3 clusters Score -1447049 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1447755.875000 Penalty: 3159.853027
	Iteration 9F: 3 clusters Score -1447756 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1448431.500000 Penalty: 3159.853027
	Iteration 10F: 3 clusters Score -1448432 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1449001.875000 Penalty: 3159.853027
	Iteration 11Q: 3 clusters Score -1449002 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1449439.500000 Penalty: 3159.853027
	Iteration 12Q: 3 clusters Score -1449440 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1449759.375000 Penalty: 3159.853027
	Iteration 13Q: 3 clusters Score -1449759 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1449982.125000 Penalty: 3159.853027
	Iteration 14Q: 3 clusters Score -1449982 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1450129.750000 Penalty: 3159.853027
	Iteration 15Q: 3 clusters Score -1450130 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1450238.125000 Penalty: 3159.853027
	Iteration 16Q: 3 clusters Score -1450238 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1450311.250000 Penalty: 3159.853027
	Iteration 17Q: 3 clusters Score -1450311 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1450357.875000 Penalty: 3159.853027
	Iteration 18Q: 3 clusters Score -1450358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1450395.750000 Penalty: 3159.853027
	Iteration 19Q: 3 clusters Score -1450396 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -1450425.875000 Penalty: 3159.853027
	Iteration 20F: 3 clusters Score -1450426 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1450447.250000 Penalty: 3159.853027
	Iteration 21Q: 3 clusters Score -1450447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1450456.625000 Penalty: 3159.853027
	Iteration 22Q: 3 clusters Score -1450457 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1450463.875000 Penalty: 3159.853027
	Iteration 23Q: 3 clusters Score -1450464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1450470.000000 Penalty: 3159.853027
	Iteration 24Q: 3 clusters Score -1450470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1450476.375000 Penalty: 3159.853027
	Iteration 25Q: 3 clusters Score -1450476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1450475.125000 Penalty: 3159.853027
	Iteration 26Q: 3 clusters Score -1450475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1450475.625000 Penalty: 3159.853027
	Iteration 27Q: 3 clusters Score -1450476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16382 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1450478.375000 Penalty: 3159.853027
	Iteration 28Q: 3 clusters Score -1450478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1450479.750000 Penalty: 3159.853027
	Iteration 29Q: 3 clusters Score -1450480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1450481.250000 Penalty: 3159.853027
	Iteration 30Q: 3 clusters Score -1450481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1450483.375000 Penalty: 3159.853027
	Iteration 31Q: 3 clusters Score -1450483 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1450485.250000 Penalty: 3159.853027
	Iteration 32Q: 3 clusters Score -1450485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1450487.000000 Penalty: 3159.853027
	Iteration 33Q: 3 clusters Score -1450487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1450488.500000 Penalty: 3159.853027
	Iteration 34Q: 3 clusters Score -1450488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1450490.250000 Penalty: 3159.853027
	Iteration 35Q: 3 clusters Score -1450490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1450490.250000 Penalty: 3159.853027
	Iteration 36F: 3 clusters Score -1450490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3398 members 
Mstep: Class 4 contains 35425 members 
Mstep: Class 5 contains 14594 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20848 members 
Mstep: Class 8 contains 1588 members 
Mstep: Class 9 contains 3180 members 
Mstep: Class 10 contains 37163 members 
Mstep: Class 11 contains 19223 members 
Mstep: Class 12 contains 11558 members 
Mstep: Class 13 contains 1365 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2126 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 17 contains 2251 members 
Mstep: Class 18 contains 10605 members 
Mstep: Class 19 contains 1713 members 
Mstep: Class 20 contains 12955 members 
Mstep: Class 21 contains 33547 members 
Mstep: Class 22 contains 8010 members 
Mstep: Class 23 contains 4968 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 25867 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11023 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1157 members 
Mstep: Class 32 contains 55117 members 
Mstep: Class 33 contains 16691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886672.000000 Penalty: 76597.609375
Iteration 79Q: 37 clusters Score -4.088667e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2927 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 14621 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20860 members 
Mstep: Class 8 contains 1619 members 
Mstep: Class 9 contains 3188 members 
Mstep: Class 10 contains 37178 members 
Mstep: Class 11 contains 19242 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 1362 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2136 members 
Mstep: Class 16 contains 2148 members 
Mstep: Class 17 contains 2254 members 
Mstep: Class 18 contains 10573 members 
Mstep: Class 19 contains 1716 members 
Mstep: Class 20 contains 13024 members 
Mstep: Class 21 contains 34145 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 108956 members 
Mstep: Class 25 contains 12319 members 
Mstep: Class 26 contains 25817 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 2991 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 1191 members 
Mstep: Class 32 contains 54491 members 
Mstep: Class 33 contains 16697 members 
Mstep: Class 34 contains 1895 members 
Mstep: Class 35 contains 1651 members 
Mstep: Class 36 contains 8087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887316.000000 Penalty: 76597.609375
Iteration 80F: 37 clusters Score -4.088732e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 816 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 1624 members 
Mstep: Class 9 contains 3190 members 
Mstep: Class 10 contains 37184 members 
Mstep: Class 11 contains 19248 members 
Mstep: Class 12 contains 11580 members 
Mstep: Class 13 contains 1354 members 
Mstep: Class 14 contains 3885 members 
Mstep: Class 15 contains 2131 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 2233 members 
Mstep: Class 18 contains 10540 members 
Mstep: Class 19 contains 1689 members 
Mstep: Class 20 contains 13062 members 
Mstep: Class 21 contains 34714 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 108960 members 
Mstep: Class 25 contains 12325 members 
Mstep: Class 26 contains 25760 members 
Mstep: Class 27 contains 1291 members 
Mstep: Class 28 contains 11000 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1199 members 
Mstep: Class 32 contains 53829 members 
Mstep: Class 33 contains 16688 members 
Mstep: Class 34 contains 1913 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887860.000000 Penalty: 76597.609375
Iteration 81Q: 37 clusters Score -4.088786e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2930 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 35559 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20730 members 
Mstep: Class 8 contains 1626 members 
Mstep: Class 9 contains 3193 members 
Mstep: Class 10 contains 37191 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11585 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 3879 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 2136 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 10509 members 
Mstep: Class 19 contains 1665 members 
Mstep: Class 20 contains 13089 members 
Mstep: Class 21 contains 35214 members 
Mstep: Class 22 contains 8056 members 
Mstep: Class 23 contains 5081 members 
Mstep: Class 24 contains 108962 members 
Mstep: Class 25 contains 12328 members 
Mstep: Class 26 contains 25700 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 10977 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1207 members 
Mstep: Class 32 contains 53227 members 
Mstep: Class 33 contains 16689 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 8300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888272.000000 Penalty: 76597.609375
Iteration 82Q: 37 clusters Score -4.088827e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2928 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 35595 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20672 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 37192 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11590 members 
Mstep: Class 13 contains 1337 members 
Mstep: Class 14 contains 3873 members 
Mstep: Class 15 contains 2156 members 
Mstep: Class 16 contains 2129 members 
Mstep: Class 17 contains 2195 members 
Mstep: Class 18 contains 10474 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 13100 members 
Mstep: Class 21 contains 35715 members 
Mstep: Class 22 contains 8071 members 
Mstep: Class 23 contains 5102 members 
Mstep: Class 24 contains 108974 members 
Mstep: Class 25 contains 12333 members 
Mstep: Class 26 contains 25642 members 
Mstep: Class 27 contains 1309 members 
Mstep: Class 28 contains 10959 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 52661 members 
Mstep: Class 33 contains 16698 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 1801 members 
Mstep: Class 36 contains 8394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888548.000000 Penalty: 76597.609375
Iteration 83Q: 37 clusters Score -4.088855e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2923 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 35631 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20617 members 
Mstep: Class 8 contains 1642 members 
Mstep: Class 9 contains 3198 members 
Mstep: Class 10 contains 37190 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 11596 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 3866 members 
Mstep: Class 15 contains 2164 members 
Mstep: Class 16 contains 2124 members 
Mstep: Class 17 contains 2180 members 
Mstep: Class 18 contains 10455 members 
Mstep: Class 19 contains 1655 members 
Mstep: Class 20 contains 13122 members 
Mstep: Class 21 contains 36168 members 
Mstep: Class 22 contains 8080 members 
Mstep: Class 23 contains 5118 members 
Mstep: Class 24 contains 108985 members 
Mstep: Class 25 contains 12339 members 
Mstep: Class 26 contains 25571 members 
Mstep: Class 27 contains 1312 members 
Mstep: Class 28 contains 10939 members 
Mstep: Class 29 contains 2992 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 52174 members 
Mstep: Class 33 contains 16706 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 1814 members 
Mstep: Class 36 contains 8471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888732.000000 Penalty: 76597.609375
Iteration 84Q: 37 clusters Score -4.088873e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2918 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 35665 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20560 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 3201 members 
Mstep: Class 10 contains 37186 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1347 members 
Mstep: Class 14 contains 3860 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 2120 members 
Mstep: Class 17 contains 2163 members 
Mstep: Class 18 contains 10439 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 36564 members 
Mstep: Class 22 contains 8092 members 
Mstep: Class 23 contains 5140 members 
Mstep: Class 24 contains 108995 members 
Mstep: Class 25 contains 12342 members 
Mstep: Class 26 contains 25529 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 10923 members 
Mstep: Class 29 contains 2993 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 51722 members 
Mstep: Class 33 contains 16719 members 
Mstep: Class 34 contains 1911 members 
Mstep: Class 35 contains 1818 members 
Mstep: Class 36 contains 8538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888928.000000 Penalty: 76597.609375
Iteration 85Q: 37 clusters Score -4.088893e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2915 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 35708 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20513 members 
Mstep: Class 8 contains 1670 members 
Mstep: Class 9 contains 3208 members 
Mstep: Class 10 contains 37186 members 
Mstep: Class 11 contains 19261 members 
Mstep: Class 12 contains 11601 members 
Mstep: Class 13 contains 1343 members 
Mstep: Class 14 contains 3855 members 
Mstep: Class 15 contains 2183 members 
Mstep: Class 16 contains 2118 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 10429 members 
Mstep: Class 19 contains 1645 members 
Mstep: Class 20 contains 13149 members 
Mstep: Class 21 contains 36920 members 
Mstep: Class 22 contains 8105 members 
Mstep: Class 23 contains 5157 members 
Mstep: Class 24 contains 109000 members 
Mstep: Class 25 contains 12344 members 
Mstep: Class 26 contains 25489 members 
Mstep: Class 27 contains 1307 members 
Mstep: Class 28 contains 10908 members 
Mstep: Class 29 contains 2991 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 51323 members 
Mstep: Class 33 contains 16728 members 
Mstep: Class 34 contains 1912 members 
Mstep: Class 35 contains 1808 members 
Mstep: Class 36 contains 8592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888952.000000 Penalty: 76597.609375
Iteration 86Q: 37 clusters Score -4.088895e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2912 members 
Mstep: Class 3 contains 3402 members 
Mstep: Class 4 contains 35746 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20477 members 
Mstep: Class 8 contains 1685 members 
Mstep: Class 9 contains 3215 members 
Mstep: Class 10 contains 37189 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 11604 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3849 members 
Mstep: Class 15 contains 2185 members 
Mstep: Class 16 contains 2117 members 
Mstep: Class 17 contains 2151 members 
Mstep: Class 18 contains 10423 members 
Mstep: Class 19 contains 1638 members 
Mstep: Class 20 contains 13160 members 
Mstep: Class 21 contains 37261 members 
Mstep: Class 22 contains 8121 members 
Mstep: Class 23 contains 5175 members 
Mstep: Class 24 contains 108998 members 
Mstep: Class 25 contains 12349 members 
Mstep: Class 26 contains 25450 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 10898 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1209 members 
Mstep: Class 32 contains 50937 members 
Mstep: Class 33 contains 16728 members 
Mstep: Class 34 contains 1914 members 
Mstep: Class 35 contains 1796 members 
Mstep: Class 36 contains 8642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888980.000000 Penalty: 76597.609375
Iteration 87Q: 37 clusters Score -4.088898e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2913 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 35789 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20443 members 
Mstep: Class 8 contains 1700 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 37195 members 
Mstep: Class 11 contains 19274 members 
Mstep: Class 12 contains 11608 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3842 members 
Mstep: Class 15 contains 2186 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2148 members 
Mstep: Class 18 contains 10408 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 13167 members 
Mstep: Class 21 contains 37543 members 
Mstep: Class 22 contains 8141 members 
Mstep: Class 23 contains 5206 members 
Mstep: Class 24 contains 108994 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 25419 members 
Mstep: Class 27 contains 1304 members 
Mstep: Class 28 contains 10893 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 50585 members 
Mstep: Class 33 contains 16725 members 
Mstep: Class 34 contains 1915 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889080.000000 Penalty: 76597.609375
Iteration 88Q: 37 clusters Score -4.088908e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2910 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 14613 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20416 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 37201 members 
Mstep: Class 11 contains 19273 members 
Mstep: Class 12 contains 11614 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3838 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 13172 members 
Mstep: Class 21 contains 37763 members 
Mstep: Class 22 contains 8155 members 
Mstep: Class 23 contains 5232 members 
Mstep: Class 24 contains 108993 members 
Mstep: Class 25 contains 12361 members 
Mstep: Class 26 contains 25399 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10881 members 
Mstep: Class 29 contains 2991 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 50304 members 
Mstep: Class 33 contains 16714 members 
Mstep: Class 34 contains 1917 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 8731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889052.000000 Penalty: 76597.609375
Iteration 89Q: 37 clusters Score -4.088905e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 35874 members 
Mstep: Class 5 contains 14616 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 1713 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 37206 members 
Mstep: Class 11 contains 19272 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3829 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10387 members 
Mstep: Class 19 contains 1630 members 
Mstep: Class 20 contains 13181 members 
Mstep: Class 21 contains 37966 members 
Mstep: Class 22 contains 8170 members 
Mstep: Class 23 contains 5275 members 
Mstep: Class 24 contains 108991 members 
Mstep: Class 25 contains 12369 members 
Mstep: Class 26 contains 25372 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 10874 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 50037 members 
Mstep: Class 33 contains 16695 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 8770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889108.000000 Penalty: 76597.609375
Iteration 90Q: 37 clusters Score -4.088911e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 3401 members 
Mstep: Class 4 contains 35914 members 
Mstep: Class 5 contains 14627 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20355 members 
Mstep: Class 8 contains 1716 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 37210 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1338 members 
Mstep: Class 14 contains 3827 members 
Mstep: Class 15 contains 2198 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10379 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 38155 members 
Mstep: Class 22 contains 8179 members 
Mstep: Class 23 contains 5304 members 
Mstep: Class 24 contains 108991 members 
Mstep: Class 25 contains 12381 members 
Mstep: Class 26 contains 25336 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 10861 members 
Mstep: Class 29 contains 2991 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 49804 members 
Mstep: Class 33 contains 16684 members 
Mstep: Class 34 contains 1918 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 8801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889104.000000 Penalty: 76597.609375
Iteration 91Q: 37 clusters Score -4.08891e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 3400 members 
Mstep: Class 4 contains 35966 members 
Mstep: Class 5 contains 14633 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20336 members 
Mstep: Class 8 contains 1722 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 37214 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1337 members 
Mstep: Class 14 contains 3819 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 1631 members 
Mstep: Class 20 contains 13187 members 
Mstep: Class 21 contains 38322 members 
Mstep: Class 22 contains 8182 members 
Mstep: Class 23 contains 5324 members 
Mstep: Class 24 contains 108991 members 
Mstep: Class 25 contains 12392 members 
Mstep: Class 26 contains 25304 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 10856 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1212 members 
Mstep: Class 32 contains 49590 members 
Mstep: Class 33 contains 16674 members 
Mstep: Class 34 contains 1919 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 8822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889144.000000 Penalty: 76597.609375
Iteration 92Q: 37 clusters Score -4.088914e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 3399 members 
Mstep: Class 4 contains 36016 members 
Mstep: Class 5 contains 14635 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20316 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37217 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 3811 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 2116 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10375 members 
Mstep: Class 19 contains 1632 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 38475 members 
Mstep: Class 22 contains 8183 members 
Mstep: Class 23 contains 5358 members 
Mstep: Class 24 contains 108996 members 
Mstep: Class 25 contains 12398 members 
Mstep: Class 26 contains 25275 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 10843 members 
Mstep: Class 29 contains 2988 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 49393 members 
Mstep: Class 33 contains 16666 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 8841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889144.000000 Penalty: 76597.609375
Iteration 93Q: 37 clusters Score -4.088914e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 3397 members 
Mstep: Class 4 contains 36048 members 
Mstep: Class 5 contains 14636 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20301 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37221 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1341 members 
Mstep: Class 14 contains 3807 members 
Mstep: Class 15 contains 2202 members 
Mstep: Class 16 contains 2115 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 1629 members 
Mstep: Class 20 contains 13193 members 
Mstep: Class 21 contains 38597 members 
Mstep: Class 22 contains 8187 members 
Mstep: Class 23 contains 5379 members 
Mstep: Class 24 contains 108999 members 
Mstep: Class 25 contains 12402 members 
Mstep: Class 26 contains 25256 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 10832 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1210 members 
Mstep: Class 32 contains 49247 members 
Mstep: Class 33 contains 16657 members 
Mstep: Class 34 contains 1920 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 8855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889120.000000 Penalty: 76597.609375
Iteration 94Q: 37 clusters Score -4.088912e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3395 members 
Mstep: Class 4 contains 36060 members 
Mstep: Class 5 contains 14640 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20299 members 
Mstep: Class 8 contains 1723 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37224 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1342 members 
Mstep: Class 14 contains 3802 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 13197 members 
Mstep: Class 21 contains 38711 members 
Mstep: Class 22 contains 8191 members 
Mstep: Class 23 contains 5405 members 
Mstep: Class 24 contains 109006 members 
Mstep: Class 25 contains 12403 members 
Mstep: Class 26 contains 25235 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 10823 members 
Mstep: Class 29 contains 2987 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1213 members 
Mstep: Class 32 contains 49121 members 
Mstep: Class 33 contains 16645 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889108.000000 Penalty: 76597.609375
Iteration 95Q: 37 clusters Score -4.088911e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 36074 members 
Mstep: Class 5 contains 14646 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20296 members 
Mstep: Class 8 contains 1725 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37228 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 3797 members 
Mstep: Class 15 contains 2197 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10374 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 38804 members 
Mstep: Class 22 contains 8192 members 
Mstep: Class 23 contains 5431 members 
Mstep: Class 24 contains 109007 members 
Mstep: Class 25 contains 12402 members 
Mstep: Class 26 contains 25220 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 10813 members 
Mstep: Class 29 contains 2989 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1215 members 
Mstep: Class 32 contains 49018 members 
Mstep: Class 33 contains 16632 members 
Mstep: Class 34 contains 1921 members 
Mstep: Class 35 contains 1750 members 
Mstep: Class 36 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889092.000000 Penalty: 76597.609375
Iteration 96Q: 37 clusters Score -4.088909e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 36085 members 
Mstep: Class 5 contains 14644 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20295 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 37229 members 
Mstep: Class 11 contains 19259 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 1340 members 
Mstep: Class 14 contains 3789 members 
Mstep: Class 15 contains 2199 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10373 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 38906 members 
Mstep: Class 22 contains 8196 members 
Mstep: Class 23 contains 5443 members 
Mstep: Class 24 contains 109009 members 
Mstep: Class 25 contains 12403 members 
Mstep: Class 26 contains 25206 members 
Mstep: Class 27 contains 1295 members 
Mstep: Class 28 contains 10808 members 
Mstep: Class 29 contains 2990 members 
Mstep: Class 30 contains 1632 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48918 members 
Mstep: Class 33 contains 16630 members 
Mstep: Class 34 contains 1923 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889076.000000 Penalty: 76597.609375
Iteration 97Q: 37 clusters Score -4.088908e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 36095 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20295 members 
Mstep: Class 8 contains 1726 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 37230 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1336 members 
Mstep: Class 14 contains 3783 members 
Mstep: Class 15 contains 2203 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 13197 members 
Mstep: Class 21 contains 39001 members 
Mstep: Class 22 contains 8201 members 
Mstep: Class 23 contains 5461 members 
Mstep: Class 24 contains 109009 members 
Mstep: Class 25 contains 12404 members 
Mstep: Class 26 contains 25193 members 
Mstep: Class 27 contains 1296 members 
Mstep: Class 28 contains 10802 members 
Mstep: Class 29 contains 2992 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48823 members 
Mstep: Class 33 contains 16625 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1745 members 
Mstep: Class 36 contains 8870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889084.000000 Penalty: 76597.609375
Iteration 98Q: 37 clusters Score -4.088908e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 3394 members 
Mstep: Class 4 contains 36110 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20293 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37230 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 1333 members 
Mstep: Class 14 contains 3778 members 
Mstep: Class 15 contains 2206 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 10376 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39063 members 
Mstep: Class 22 contains 8205 members 
Mstep: Class 23 contains 5476 members 
Mstep: Class 24 contains 109012 members 
Mstep: Class 25 contains 12405 members 
Mstep: Class 26 contains 25182 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 10794 members 
Mstep: Class 29 contains 2994 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48744 members 
Mstep: Class 33 contains 16626 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 8874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889148.000000 Penalty: 76597.609375
Iteration 99Q: 37 clusters Score -4.088915e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 3393 members 
Mstep: Class 4 contains 36120 members 
Mstep: Class 5 contains 14635 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20291 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37230 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3773 members 
Mstep: Class 15 contains 2205 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2146 members 
Mstep: Class 18 contains 10377 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 39123 members 
Mstep: Class 22 contains 8208 members 
Mstep: Class 23 contains 5492 members 
Mstep: Class 24 contains 109013 members 
Mstep: Class 25 contains 12406 members 
Mstep: Class 26 contains 25170 members 
Mstep: Class 27 contains 1300 members 
Mstep: Class 28 contains 10789 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48675 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 8880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889208.000000 Penalty: 76597.609375
Iteration 100F: 37 clusters Score -4.088921e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36122 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20289 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37233 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11631 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39179 members 
Mstep: Class 22 contains 8210 members 
Mstep: Class 23 contains 5502 members 
Mstep: Class 24 contains 109017 members 
Mstep: Class 25 contains 12408 members 
Mstep: Class 26 contains 25160 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10779 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48617 members 
Mstep: Class 33 contains 16623 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1742 members 
Mstep: Class 36 contains 8884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889136.000000 Penalty: 76597.609375
Iteration 101Q: 37 clusters Score -4.088914e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36122 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20283 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37235 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39230 members 
Mstep: Class 22 contains 8210 members 
Mstep: Class 23 contains 5511 members 
Mstep: Class 24 contains 109023 members 
Mstep: Class 25 contains 12409 members 
Mstep: Class 26 contains 25149 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10766 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48577 members 
Mstep: Class 33 contains 16618 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1740 members 
Mstep: Class 36 contains 8887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889192.000000 Penalty: 76597.609375
Iteration 102Q: 37 clusters Score -4.088919e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2904 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36125 members 
Mstep: Class 5 contains 14634 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20275 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37237 members 
Mstep: Class 11 contains 19259 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39269 members 
Mstep: Class 22 contains 8211 members 
Mstep: Class 23 contains 5523 members 
Mstep: Class 24 contains 109024 members 
Mstep: Class 25 contains 12409 members 
Mstep: Class 26 contains 25142 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10760 members 
Mstep: Class 29 contains 2995 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48540 members 
Mstep: Class 33 contains 16613 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1738 members 
Mstep: Class 36 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889132.000000 Penalty: 76597.609375
Iteration 103Q: 37 clusters Score -4.088913e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36134 members 
Mstep: Class 5 contains 14635 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20269 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37238 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2210 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 10378 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39301 members 
Mstep: Class 22 contains 8211 members 
Mstep: Class 23 contains 5532 members 
Mstep: Class 24 contains 109024 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25129 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10756 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48501 members 
Mstep: Class 33 contains 16613 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 8893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889180.000000 Penalty: 76597.609375
Iteration 104Q: 37 clusters Score -4.088918e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2905 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36134 members 
Mstep: Class 5 contains 14639 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20263 members 
Mstep: Class 8 contains 1729 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37238 members 
Mstep: Class 11 contains 19263 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 10380 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39341 members 
Mstep: Class 22 contains 8212 members 
Mstep: Class 23 contains 5541 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25126 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10751 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48455 members 
Mstep: Class 33 contains 16611 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889188.000000 Penalty: 76597.609375
Iteration 105Q: 37 clusters Score -4.088919e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2906 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36136 members 
Mstep: Class 5 contains 14638 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20258 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37239 members 
Mstep: Class 11 contains 19263 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2209 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 13199 members 
Mstep: Class 21 contains 39372 members 
Mstep: Class 22 contains 8212 members 
Mstep: Class 23 contains 5552 members 
Mstep: Class 24 contains 109028 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25120 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10746 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48426 members 
Mstep: Class 33 contains 16613 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889248.000000 Penalty: 76597.609375
Iteration 106Q: 37 clusters Score -4.088925e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36137 members 
Mstep: Class 5 contains 14635 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20257 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37239 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11632 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3771 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39401 members 
Mstep: Class 22 contains 8214 members 
Mstep: Class 23 contains 5561 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25117 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10739 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48396 members 
Mstep: Class 33 contains 16613 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889268.000000 Penalty: 76597.609375
Iteration 107Q: 37 clusters Score -4.088927e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2907 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36140 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20258 members 
Mstep: Class 8 contains 1730 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37239 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3770 members 
Mstep: Class 15 contains 2211 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 1623 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39420 members 
Mstep: Class 22 contains 8215 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25116 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 10731 members 
Mstep: Class 29 contains 2996 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48373 members 
Mstep: Class 33 contains 16613 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889276.000000 Penalty: 76597.609375
Iteration 108Q: 37 clusters Score -4.088928e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2908 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36143 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20258 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37239 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3767 members 
Mstep: Class 15 contains 2213 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10383 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 39437 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 5576 members 
Mstep: Class 24 contains 109033 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25114 members 
Mstep: Class 27 contains 1298 members 
Mstep: Class 28 contains 10727 members 
Mstep: Class 29 contains 2997 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48354 members 
Mstep: Class 33 contains 16614 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 8898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889296.000000 Penalty: 76597.609375
Iteration 109Q: 37 clusters Score -4.08893e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3392 members 
Mstep: Class 4 contains 36147 members 
Mstep: Class 5 contains 14624 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20258 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37241 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 11634 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3762 members 
Mstep: Class 15 contains 2214 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10386 members 
Mstep: Class 19 contains 1617 members 
Mstep: Class 20 contains 13203 members 
Mstep: Class 21 contains 39450 members 
Mstep: Class 22 contains 8216 members 
Mstep: Class 23 contains 5586 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25114 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 10724 members 
Mstep: Class 29 contains 2999 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48336 members 
Mstep: Class 33 contains 16612 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889376.000000 Penalty: 76597.609375
Iteration 110Q: 37 clusters Score -4.088938e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3391 members 
Mstep: Class 4 contains 36153 members 
Mstep: Class 5 contains 14622 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20258 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37244 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 11633 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3753 members 
Mstep: Class 15 contains 2217 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10388 members 
Mstep: Class 19 contains 1619 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 39468 members 
Mstep: Class 22 contains 8217 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 109029 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25111 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 10718 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48313 members 
Mstep: Class 33 contains 16612 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889320.000000 Penalty: 76597.609375
Iteration 111Q: 37 clusters Score -4.088932e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36160 members 
Mstep: Class 5 contains 14615 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20257 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37246 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 11631 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3750 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10392 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39494 members 
Mstep: Class 22 contains 8219 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 109024 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25109 members 
Mstep: Class 27 contains 1298 members 
Mstep: Class 28 contains 10716 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48284 members 
Mstep: Class 33 contains 16611 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1725 members 
Mstep: Class 36 contains 8901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889372.000000 Penalty: 76597.609375
Iteration 112Q: 37 clusters Score -4.088937e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36171 members 
Mstep: Class 5 contains 14612 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20256 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37248 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 11625 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3748 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39519 members 
Mstep: Class 22 contains 8219 members 
Mstep: Class 23 contains 5616 members 
Mstep: Class 24 contains 109025 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25108 members 
Mstep: Class 27 contains 1299 members 
Mstep: Class 28 contains 10711 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48253 members 
Mstep: Class 33 contains 16610 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 8902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889356.000000 Penalty: 76597.609375
Iteration 113Q: 37 clusters Score -4.088936e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36182 members 
Mstep: Class 5 contains 14609 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20256 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 37252 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3746 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 1624 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39542 members 
Mstep: Class 22 contains 8219 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 109021 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25108 members 
Mstep: Class 27 contains 1301 members 
Mstep: Class 28 contains 10708 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48225 members 
Mstep: Class 33 contains 16607 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889316.000000 Penalty: 76597.609375
Iteration 114Q: 37 clusters Score -4.088932e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36188 members 
Mstep: Class 5 contains 14608 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20256 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 19265 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3744 members 
Mstep: Class 15 contains 2221 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39567 members 
Mstep: Class 22 contains 8220 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12410 members 
Mstep: Class 26 contains 25107 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10706 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48204 members 
Mstep: Class 33 contains 16602 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889356.000000 Penalty: 76597.609375
Iteration 115Q: 37 clusters Score -4.088936e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36194 members 
Mstep: Class 5 contains 14606 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20256 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3238 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3741 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 39581 members 
Mstep: Class 22 contains 8221 members 
Mstep: Class 23 contains 5618 members 
Mstep: Class 24 contains 109021 members 
Mstep: Class 25 contains 12411 members 
Mstep: Class 26 contains 25107 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48186 members 
Mstep: Class 33 contains 16601 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889340.000000 Penalty: 76597.609375
Iteration 116Q: 37 clusters Score -4.088934e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36198 members 
Mstep: Class 5 contains 14605 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20254 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 37252 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3740 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13202 members 
Mstep: Class 21 contains 39600 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 109021 members 
Mstep: Class 25 contains 12411 members 
Mstep: Class 26 contains 25104 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48169 members 
Mstep: Class 33 contains 16598 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889308.000000 Penalty: 76597.609375
Iteration 117Q: 37 clusters Score -4.088931e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36202 members 
Mstep: Class 5 contains 14604 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 39608 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5623 members 
Mstep: Class 24 contains 109020 members 
Mstep: Class 25 contains 12411 members 
Mstep: Class 26 contains 25102 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48158 members 
Mstep: Class 33 contains 16599 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889292.000000 Penalty: 76597.609375
Iteration 118Q: 37 clusters Score -4.088929e+07 nChanged 18
Entering ConstructFrom: 
Score: -40889292.000000 Penalty: 76597.609375
Entering ConstructFrom: 
Trying to split cluster 1 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -217538.593750 Penalty: 1278.653564
	Iteration 0F: 2 clusters Score -217538.6 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 1318 members 
Entering Unmasked Estep 
Score: -215033.359375 Penalty: 2557.307129
	Iteration 0F: 3 clusters Score -215033.4 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -215702.375000 Penalty: 2557.307129
	Iteration 1F: 3 clusters Score -215702.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -215889.968750 Penalty: 2557.307129
	Iteration 2F: 3 clusters Score -215890 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -216028.656250 Penalty: 2557.307129
	Iteration 3F: 3 clusters Score -216028.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -216143.484375 Penalty: 2557.307129
	Iteration 4F: 3 clusters Score -216143.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -216237.359375 Penalty: 2557.307129
	Iteration 5Q: 3 clusters Score -216237.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -216312.718750 Penalty: 2557.307129
	Iteration 6Q: 3 clusters Score -216312.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -216383.171875 Penalty: 2557.307129
	Iteration 7Q: 3 clusters Score -216383.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -216446.046875 Penalty: 2557.307129
	Iteration 8Q: 3 clusters Score -216446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -216503.875000 Penalty: 2557.307129
	Iteration 9Q: 3 clusters Score -216503.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -216543.609375 Penalty: 2557.307129
	Iteration 10Q: 3 clusters Score -216543.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -216589.218750 Penalty: 2557.307129
	Iteration 11Q: 3 clusters Score -216589.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -216639.171875 Penalty: 2557.307129
	Iteration 12Q: 3 clusters Score -216639.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -216673.703125 Penalty: 2557.307129
	Iteration 13Q: 3 clusters Score -216673.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -216718.500000 Penalty: 2557.307129
	Iteration 14Q: 3 clusters Score -216718.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -216765.562500 Penalty: 2557.307129
	Iteration 15Q: 3 clusters Score -216765.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -216841.171875 Penalty: 2557.307129
	Iteration 16Q: 3 clusters Score -216841.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -216912.984375 Penalty: 2557.307129
	Iteration 17Q: 3 clusters Score -216913 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -216956.218750 Penalty: 2557.307129
	Iteration 18Q: 3 clusters Score -216956.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -216990.859375 Penalty: 2557.307129
	Iteration 19Q: 3 clusters Score -216990.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217006.796875 Penalty: 2557.307129
	Iteration 20F: 3 clusters Score -217006.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -217015.859375 Penalty: 2557.307129
	Iteration 21Q: 3 clusters Score -217015.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -217025.671875 Penalty: 2557.307129
	Iteration 22Q: 3 clusters Score -217025.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -217031.109375 Penalty: 2557.307129
	Iteration 23Q: 3 clusters Score -217031.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -217034.062500 Penalty: 2557.307129
	Iteration 24Q: 3 clusters Score -217034.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -217037.062500 Penalty: 2557.307129
	Iteration 25Q: 3 clusters Score -217037.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -217041.437500 Penalty: 2557.307129
	Iteration 26Q: 3 clusters Score -217041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -217042.625000 Penalty: 2557.307129
	Iteration 27Q: 3 clusters Score -217042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -217042.921875 Penalty: 2557.307129
	Iteration 28Q: 3 clusters Score -217042.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217043.718750 Penalty: 2557.307129
	Iteration 29Q: 3 clusters Score -217043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -217043.718750 Penalty: 2557.307129
	Iteration 30F: 3 clusters Score -217043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Entering Unmasked Estep 
Score: -237763.187500 Penalty: 1296.029175
	Iteration 0F: 2 clusters Score -237763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -235113.015625 Penalty: 2592.058350
	Iteration 0F: 3 clusters Score -235113 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -236211.437500 Penalty: 2592.058350
	Iteration 1F: 3 clusters Score -236211.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -236929.968750 Penalty: 2592.058350
	Iteration 2F: 3 clusters Score -236930 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -237558.281250 Penalty: 2592.058350
	Iteration 3F: 3 clusters Score -237558.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -237937.453125 Penalty: 2592.058350
	Iteration 4F: 3 clusters Score -237937.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -238200.062500 Penalty: 2592.058350
	Iteration 5F: 3 clusters Score -238200.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -238423.203125 Penalty: 2592.058350
	Iteration 6Q: 3 clusters Score -238423.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -238589.109375 Penalty: 2592.058350
	Iteration 7Q: 3 clusters Score -238589.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -238662.609375 Penalty: 2592.058350
	Iteration 8Q: 3 clusters Score -238662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -238675.421875 Penalty: 2592.058350
	Iteration 9Q: 3 clusters Score -238675.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -238681.328125 Penalty: 2592.058350
	Iteration 10Q: 3 clusters Score -238681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -238684.421875 Penalty: 2592.058350
	Iteration 11Q: 3 clusters Score -238684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -238685.625000 Penalty: 2592.058350
	Iteration 12Q: 3 clusters Score -238685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -238685.875000 Penalty: 2592.058350
	Iteration 13Q: 3 clusters Score -238685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -238685.875000 Penalty: 2592.058350
	Iteration 14F: 3 clusters Score -238685.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Entering Unmasked Estep 
Score: -40889352.000000 Penalty: 78725.320312
Splitting cluster 2 changes total score from -40889292.000000 to -40889352.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 3 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -297090.250000 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -297090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -294115.375000 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -294115.4 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -294851.250000 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -294851.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -295015.437500 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -295015.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -295150.500000 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -295150.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -295268.218750 Penalty: 2641.790039
	Iteration 4F: 3 clusters Score -295268.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -295376.406250 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -295376.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -295487.593750 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -295487.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -295607.968750 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -295608 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -295711.031250 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -295711 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -295789.656250 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -295789.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -295836.343750 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -295836.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -295877.562500 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -295877.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295908.750000 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -295908.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295932.156250 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -295932.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -295940.968750 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -295941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -295946.156250 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -295946.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -295953.000000 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -295953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -295962.562500 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -295962.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295970.656250 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -295970.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -295975.343750 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -295975.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -295980.656250 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -295980.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -295984.531250 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -295984.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295986.718750 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -295986.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295986.968750 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -295987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -295988.562500 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -295988.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -295990.281250 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -295990.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295992.562500 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -295992.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -295993.625000 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -295993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -295994.187500 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -295994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -295994.812500 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -295994.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -295994.812500 Penalty: 2641.790039
	Iteration 30F: 3 clusters Score -295994.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Entering Unmasked Estep 
Score: -3212038.750000 Penalty: 1705.759155
	Iteration 0F: 2 clusters Score -3212039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -3187759.750000 Penalty: 3411.518311
	Iteration 0F: 3 clusters Score -3187760 nChanged 16683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -3197049.250000 Penalty: 3411.518311
	Iteration 1F: 3 clusters Score -3197049 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -3197552.750000 Penalty: 3411.518311
	Iteration 2Q: 3 clusters Score -3197553 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -3198297.250000 Penalty: 3411.518311
	Iteration 3Q: 3 clusters Score -3198297 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -3199309.750000 Penalty: 3411.518311
	Iteration 4F: 3 clusters Score -3199310 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3200804.500000 Penalty: 3411.518311
	Iteration 5F: 3 clusters Score -3200804 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3202767.500000 Penalty: 3411.518311
	Iteration 6F: 3 clusters Score -3202768 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3205027.250000 Penalty: 3411.518311
	Iteration 7F: 3 clusters Score -3205027 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -3207061.750000 Penalty: 3411.518311
	Iteration 8F: 3 clusters Score -3207062 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3208492.250000 Penalty: 3411.518311
	Iteration 9Q: 3 clusters Score -3208492 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -3209324.250000 Penalty: 3411.518311
	Iteration 10Q: 3 clusters Score -3209324 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -3209845.750000 Penalty: 3411.518311
	Iteration 11Q: 3 clusters Score -3209846 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 34726 members 
Entering Unmasked Estep 
Score: -3210173.250000 Penalty: 3411.518311
	Iteration 12Q: 3 clusters Score -3210173 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -3210380.750000 Penalty: 3411.518311
	Iteration 13Q: 3 clusters Score -3210381 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -3210535.750000 Penalty: 3411.518311
	Iteration 14Q: 3 clusters Score -3210536 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -3210631.750000 Penalty: 3411.518311
	Iteration 15Q: 3 clusters Score -3210632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35187 members 
Entering Unmasked Estep 
Score: -3210698.000000 Penalty: 3411.518311
	Iteration 16Q: 3 clusters Score -3210698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -3210731.500000 Penalty: 3411.518311
	Iteration 17Q: 3 clusters Score -3210732 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -3210759.250000 Penalty: 3411.518311
	Iteration 18Q: 3 clusters Score -3210759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -3210781.250000 Penalty: 3411.518311
	Iteration 19Q: 3 clusters Score -3210781 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -3210791.750000 Penalty: 3411.518311
	Iteration 20F: 3 clusters Score -3210792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3210796.750000 Penalty: 3411.518311
	Iteration 21Q: 3 clusters Score -3210797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -3210801.250000 Penalty: 3411.518311
	Iteration 22Q: 3 clusters Score -3210801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -3210803.500000 Penalty: 3411.518311
	Iteration 23Q: 3 clusters Score -3210804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3210804.500000 Penalty: 3411.518311
	Iteration 24Q: 3 clusters Score -3210804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3210807.500000 Penalty: 3411.518311
	Iteration 25Q: 3 clusters Score -3210808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -3210812.000000 Penalty: 3411.518311
	Iteration 26Q: 3 clusters Score -3210812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 35301 members 
Entering Unmasked Estep 
Score: -3210815.500000 Penalty: 3411.518311
	Iteration 27Q: 3 clusters Score -3210816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3210811.500000 Penalty: 3411.518311
	Iteration 28Q: 3 clusters Score -3210812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3210814.250000 Penalty: 3411.518311
	Iteration 29Q: 3 clusters Score -3210814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -3210815.500000 Penalty: 3411.518311
	Iteration 30Q: 3 clusters Score -3210816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 35299 members 
Entering Unmasked Estep 
Score: -3210815.500000 Penalty: 3411.518311
	Iteration 31Q: 3 clusters Score -3210816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -3210820.250000 Penalty: 3411.518311
	Iteration 32Q: 3 clusters Score -3210820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -3210820.000000 Penalty: 3411.518311
	Iteration 33Q: 3 clusters Score -3210820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 35310 members 
Entering Unmasked Estep 
Score: -3210822.250000 Penalty: 3411.518311
	Iteration 34Q: 3 clusters Score -3210822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 35312 members 
Entering Unmasked Estep 
Score: -3210822.750000 Penalty: 3411.518311
	Iteration 35Q: 3 clusters Score -3210823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -3210822.750000 Penalty: 3411.518311
	Iteration 36Q: 3 clusters Score -3210823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -3210823.750000 Penalty: 3411.518311
	Iteration 37Q: 3 clusters Score -3210824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -3210824.250000 Penalty: 3411.518311
	Iteration 38Q: 3 clusters Score -3210824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -3210822.500000 Penalty: 3411.518311
	Iteration 39Q: 3 clusters Score -3210822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3210820.750000 Penalty: 3411.518311
	Iteration 40F: 3 clusters Score -3210821 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3210828.000000 Penalty: 3411.518311
	Iteration 41Q: 3 clusters Score -3210828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -3210826.000000 Penalty: 3411.518311
	Iteration 42Q: 3 clusters Score -3210826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3210826.500000 Penalty: 3411.518311
	Iteration 43Q: 3 clusters Score -3210826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -3210826.500000 Penalty: 3411.518311
	Iteration 44F: 3 clusters Score -3210826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Entering Unmasked Estep 
Score: -1289885.000000 Penalty: 1558.198486
	Iteration 0F: 2 clusters Score -1289885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1279748.250000 Penalty: 3116.396973
	Iteration 0F: 3 clusters Score -1279748 nChanged 6503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -1283135.125000 Penalty: 3116.396973
	Iteration 1F: 3 clusters Score -1283135 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1283392.375000 Penalty: 3116.396973
	Iteration 2F: 3 clusters Score -1283392 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1283568.125000 Penalty: 3116.396973
	Iteration 3Q: 3 clusters Score -1283568 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1283725.125000 Penalty: 3116.396973
	Iteration 4Q: 3 clusters Score -1283725 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1283868.875000 Penalty: 3116.396973
	Iteration 5Q: 3 clusters Score -1283869 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1283998.875000 Penalty: 3116.396973
	Iteration 6Q: 3 clusters Score -1283999 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1284120.000000 Penalty: 3116.396973
	Iteration 7Q: 3 clusters Score -1284120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1284260.375000 Penalty: 3116.396973
	Iteration 8Q: 3 clusters Score -1284260 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1284463.375000 Penalty: 3116.396973
	Iteration 9Q: 3 clusters Score -1284463 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -1284720.250000 Penalty: 3116.396973
	Iteration 10Q: 3 clusters Score -1284720 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1285023.625000 Penalty: 3116.396973
	Iteration 11Q: 3 clusters Score -1285024 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -1285403.875000 Penalty: 3116.396973
	Iteration 12Q: 3 clusters Score -1285404 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1285915.750000 Penalty: 3116.396973
	Iteration 13F: 3 clusters Score -1285916 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1286449.125000 Penalty: 3116.396973
	Iteration 14F: 3 clusters Score -1286449 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -1287017.125000 Penalty: 3116.396973
	Iteration 15Q: 3 clusters Score -1287017 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1287527.500000 Penalty: 3116.396973
	Iteration 16Q: 3 clusters Score -1287528 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1287891.000000 Penalty: 3116.396973
	Iteration 17Q: 3 clusters Score -1287891 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -1288127.375000 Penalty: 3116.396973
	Iteration 18Q: 3 clusters Score -1288127 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1288262.625000 Penalty: 3116.396973
	Iteration 19Q: 3 clusters Score -1288263 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1288356.375000 Penalty: 3116.396973
	Iteration 20F: 3 clusters Score -1288356 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -1288427.375000 Penalty: 3116.396973
	Iteration 21Q: 3 clusters Score -1288427 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1288470.250000 Penalty: 3116.396973
	Iteration 22Q: 3 clusters Score -1288470 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1288500.875000 Penalty: 3116.396973
	Iteration 23Q: 3 clusters Score -1288501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1288523.500000 Penalty: 3116.396973
	Iteration 24Q: 3 clusters Score -1288524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1288537.250000 Penalty: 3116.396973
	Iteration 25Q: 3 clusters Score -1288537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -1288547.500000 Penalty: 3116.396973
	Iteration 26Q: 3 clusters Score -1288548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1288555.750000 Penalty: 3116.396973
	Iteration 27Q: 3 clusters Score -1288556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -1288561.000000 Penalty: 3116.396973
	Iteration 28Q: 3 clusters Score -1288561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1288565.000000 Penalty: 3116.396973
	Iteration 29Q: 3 clusters Score -1288565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1288567.750000 Penalty: 3116.396973
	Iteration 30Q: 3 clusters Score -1288568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1288567.750000 Penalty: 3116.396973
	Iteration 31F: 3 clusters Score -1288568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Entering Unmasked Estep 
Score: -72143.000000 Penalty: 1090.063721
	Iteration 0F: 2 clusters Score -72143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70820.187500 Penalty: 2180.127441
	Iteration 0F: 3 clusters Score -70820.19 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70995.234375 Penalty: 2180.127441
	Iteration 1F: 3 clusters Score -70995.23 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -71059.500000 Penalty: 2180.127441
	Iteration 2F: 3 clusters Score -71059.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71101.210938 Penalty: 2180.127441
	Iteration 3Q: 3 clusters Score -71101.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -71119.406250 Penalty: 2180.127441
	Iteration 4Q: 3 clusters Score -71119.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71127.976562 Penalty: 2180.127441
	Iteration 5Q: 3 clusters Score -71127.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -71130.437500 Penalty: 2180.127441
	Iteration 6Q: 3 clusters Score -71130.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -71132.843750 Penalty: 2180.127441
	Iteration 7Q: 3 clusters Score -71132.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71137.500000 Penalty: 2180.127441
	Iteration 8Q: 3 clusters Score -71137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71137.812500 Penalty: 2180.127441
	Iteration 9Q: 3 clusters Score -71137.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -71137.812500 Penalty: 2180.127441
	Iteration 10F: 3 clusters Score -71137.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Entering Unmasked Estep 
Score: -1781241.875000 Penalty: 1611.359497
	Iteration 0F: 2 clusters Score -1781242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1767459.125000 Penalty: 3222.718994
	Iteration 0F: 3 clusters Score -1767459 nChanged 9154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1772739.625000 Penalty: 3222.718994
	Iteration 1F: 3 clusters Score -1772740 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1773641.125000 Penalty: 3222.718994
	Iteration 2F: 3 clusters Score -1773641 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1774685.750000 Penalty: 3222.718994
	Iteration 3F: 3 clusters Score -1774686 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1775639.000000 Penalty: 3222.718994
	Iteration 4F: 3 clusters Score -1775639 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1776462.375000 Penalty: 3222.718994
	Iteration 5F: 3 clusters Score -1776462 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1777185.750000 Penalty: 3222.718994
	Iteration 6F: 3 clusters Score -1777186 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1777728.125000 Penalty: 3222.718994
	Iteration 7F: 3 clusters Score -1777728 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1778122.750000 Penalty: 3222.718994
	Iteration 8Q: 3 clusters Score -1778123 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -1778391.125000 Penalty: 3222.718994
	Iteration 9Q: 3 clusters Score -1778391 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1778590.750000 Penalty: 3222.718994
	Iteration 10Q: 3 clusters Score -1778591 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1778771.000000 Penalty: 3222.718994
	Iteration 11Q: 3 clusters Score -1778771 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1778936.875000 Penalty: 3222.718994
	Iteration 12Q: 3 clusters Score -1778937 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1779123.000000 Penalty: 3222.718994
	Iteration 13Q: 3 clusters Score -1779123 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -1779292.750000 Penalty: 3222.718994
	Iteration 14Q: 3 clusters Score -1779293 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1779410.125000 Penalty: 3222.718994
	Iteration 15Q: 3 clusters Score -1779410 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1779487.000000 Penalty: 3222.718994
	Iteration 16Q: 3 clusters Score -1779487 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1779541.500000 Penalty: 3222.718994
	Iteration 17Q: 3 clusters Score -1779542 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -1779573.875000 Penalty: 3222.718994
	Iteration 18Q: 3 clusters Score -1779574 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1779611.875000 Penalty: 3222.718994
	Iteration 19Q: 3 clusters Score -1779612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -1779629.000000 Penalty: 3222.718994
	Iteration 20F: 3 clusters Score -1779629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1779643.750000 Penalty: 3222.718994
	Iteration 21Q: 3 clusters Score -1779644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1779661.500000 Penalty: 3222.718994
	Iteration 22Q: 3 clusters Score -1779662 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1779671.125000 Penalty: 3222.718994
	Iteration 23Q: 3 clusters Score -1779671 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1779687.250000 Penalty: 3222.718994
	Iteration 24Q: 3 clusters Score -1779687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1779694.625000 Penalty: 3222.718994
	Iteration 25Q: 3 clusters Score -1779695 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1779701.375000 Penalty: 3222.718994
	Iteration 26Q: 3 clusters Score -1779701 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1779703.875000 Penalty: 3222.718994
	Iteration 27Q: 3 clusters Score -1779704 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1779707.000000 Penalty: 3222.718994
	Iteration 28Q: 3 clusters Score -1779707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1779717.375000 Penalty: 3222.718994
	Iteration 29Q: 3 clusters Score -1779717 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1779720.000000 Penalty: 3222.718994
	Iteration 30Q: 3 clusters Score -1779720 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1779732.750000 Penalty: 3222.718994
	Iteration 31Q: 3 clusters Score -1779733 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14022 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1779733.625000 Penalty: 3222.718994
	Iteration 32Q: 3 clusters Score -1779734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1779738.000000 Penalty: 3222.718994
	Iteration 33Q: 3 clusters Score -1779738 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1779739.125000 Penalty: 3222.718994
	Iteration 34Q: 3 clusters Score -1779739 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1779744.250000 Penalty: 3222.718994
	Iteration 35Q: 3 clusters Score -1779744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1779749.625000 Penalty: 3222.718994
	Iteration 36Q: 3 clusters Score -1779750 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1779758.000000 Penalty: 3222.718994
	Iteration 37Q: 3 clusters Score -1779758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1779769.250000 Penalty: 3222.718994
	Iteration 38Q: 3 clusters Score -1779769 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1779783.000000 Penalty: 3222.718994
	Iteration 39Q: 3 clusters Score -1779783 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1779795.500000 Penalty: 3222.718994
	Iteration 40F: 3 clusters Score -1779796 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1779796.500000 Penalty: 3222.718994
	Iteration 41Q: 3 clusters Score -1779796 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1779804.250000 Penalty: 3222.718994
	Iteration 42Q: 3 clusters Score -1779804 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1779813.250000 Penalty: 3222.718994
	Iteration 43Q: 3 clusters Score -1779813 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -1779824.250000 Penalty: 3222.718994
	Iteration 44Q: 3 clusters Score -1779824 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1779829.250000 Penalty: 3222.718994
	Iteration 45Q: 3 clusters Score -1779829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -1779838.125000 Penalty: 3222.718994
	Iteration 46Q: 3 clusters Score -1779838 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1779842.125000 Penalty: 3222.718994
	Iteration 47Q: 3 clusters Score -1779842 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1779843.125000 Penalty: 3222.718994
	Iteration 48Q: 3 clusters Score -1779843 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1779853.000000 Penalty: 3222.718994
	Iteration 49Q: 3 clusters Score -1779853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1779854.500000 Penalty: 3222.718994
	Iteration 50Q: 3 clusters Score -1779854 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1779856.500000 Penalty: 3222.718994
	Iteration 51Q: 3 clusters Score -1779856 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1779863.750000 Penalty: 3222.718994
	Iteration 52Q: 3 clusters Score -1779864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1779870.250000 Penalty: 3222.718994
	Iteration 53Q: 3 clusters Score -1779870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1779871.250000 Penalty: 3222.718994
	Iteration 54Q: 3 clusters Score -1779871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1779877.625000 Penalty: 3222.718994
	Iteration 55Q: 3 clusters Score -1779878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1779887.875000 Penalty: 3222.718994
	Iteration 56Q: 3 clusters Score -1779888 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1779891.625000 Penalty: 3222.718994
	Iteration 57Q: 3 clusters Score -1779892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1779903.875000 Penalty: 3222.718994
	Iteration 58Q: 3 clusters Score -1779904 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1779912.750000 Penalty: 3222.718994
	Iteration 59Q: 3 clusters Score -1779913 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1779914.250000 Penalty: 3222.718994
	Iteration 60F: 3 clusters Score -1779914 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1779915.875000 Penalty: 3222.718994
	Iteration 61Q: 3 clusters Score -1779916 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1779920.500000 Penalty: 3222.718994
	Iteration 62Q: 3 clusters Score -1779920 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1779925.250000 Penalty: 3222.718994
	Iteration 63Q: 3 clusters Score -1779925 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1779936.000000 Penalty: 3222.718994
	Iteration 64Q: 3 clusters Score -1779936 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1779933.750000 Penalty: 3222.718994
	Iteration 65Q: 3 clusters Score -1779934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1779936.500000 Penalty: 3222.718994
	Iteration 66Q: 3 clusters Score -1779936 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1779937.250000 Penalty: 3222.718994
	Iteration 67Q: 3 clusters Score -1779937 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1779942.875000 Penalty: 3222.718994
	Iteration 68Q: 3 clusters Score -1779943 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1779948.000000 Penalty: 3222.718994
	Iteration 69Q: 3 clusters Score -1779948 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1779960.750000 Penalty: 3222.718994
	Iteration 70Q: 3 clusters Score -1779961 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1779967.000000 Penalty: 3222.718994
	Iteration 71Q: 3 clusters Score -1779967 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1779968.875000 Penalty: 3222.718994
	Iteration 72Q: 3 clusters Score -1779969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1779976.000000 Penalty: 3222.718994
	Iteration 73Q: 3 clusters Score -1779976 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1779986.125000 Penalty: 3222.718994
	Iteration 74Q: 3 clusters Score -1779986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1779990.375000 Penalty: 3222.718994
	Iteration 75Q: 3 clusters Score -1779990 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1779999.750000 Penalty: 3222.718994
	Iteration 76Q: 3 clusters Score -1780000 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1780008.625000 Penalty: 3222.718994
	Iteration 77Q: 3 clusters Score -1780009 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -1780017.625000 Penalty: 3222.718994
	Iteration 78Q: 3 clusters Score -1780018 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1780030.500000 Penalty: 3222.718994
	Iteration 79Q: 3 clusters Score -1780030 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1780044.250000 Penalty: 3222.718994
	Iteration 80F: 3 clusters Score -1780044 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1780059.750000 Penalty: 3222.718994
	Iteration 81Q: 3 clusters Score -1780060 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1780078.750000 Penalty: 3222.718994
	Iteration 82Q: 3 clusters Score -1780079 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1780091.625000 Penalty: 3222.718994
	Iteration 83Q: 3 clusters Score -1780092 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1780102.125000 Penalty: 3222.718994
	Iteration 84Q: 3 clusters Score -1780102 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1780114.250000 Penalty: 3222.718994
	Iteration 85Q: 3 clusters Score -1780114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1780146.500000 Penalty: 3222.718994
	Iteration 86Q: 3 clusters Score -1780146 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1780173.625000 Penalty: 3222.718994
	Iteration 87Q: 3 clusters Score -1780174 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1780205.625000 Penalty: 3222.718994
	Iteration 88Q: 3 clusters Score -1780206 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1780268.875000 Penalty: 3222.718994
	Iteration 89Q: 3 clusters Score -1780269 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1780362.625000 Penalty: 3222.718994
	Iteration 90Q: 3 clusters Score -1780363 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1780472.750000 Penalty: 3222.718994
	Iteration 91Q: 3 clusters Score -1780473 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1780639.250000 Penalty: 3222.718994
	Iteration 92Q: 3 clusters Score -1780639 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1780848.750000 Penalty: 3222.718994
	Iteration 93Q: 3 clusters Score -1780849 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1781055.875000 Penalty: 3222.718994
	Iteration 94Q: 3 clusters Score -1781056 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1781213.625000 Penalty: 3222.718994
	Iteration 95Q: 3 clusters Score -1781214 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1781275.500000 Penalty: 3222.718994
	Iteration 96Q: 3 clusters Score -1781276 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1781298.375000 Penalty: 3222.718994
	Iteration 97Q: 3 clusters Score -1781298 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1781312.125000 Penalty: 3222.718994
	Iteration 98Q: 3 clusters Score -1781312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1781323.500000 Penalty: 3222.718994
	Iteration 99Q: 3 clusters Score -1781324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1781326.250000 Penalty: 3222.718994
	Iteration 100F: 3 clusters Score -1781326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1781328.625000 Penalty: 3222.718994
	Iteration 101Q: 3 clusters Score -1781329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1781327.375000 Penalty: 3222.718994
	Iteration 102Q: 3 clusters Score -1781327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1781335.625000 Penalty: 3222.718994
	Iteration 103Q: 3 clusters Score -1781336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1781331.625000 Penalty: 3222.718994
	Iteration 104Q: 3 clusters Score -1781332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1781331.625000 Penalty: 3222.718994
	Iteration 105F: 3 clusters Score -1781332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 17567 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 2686 members 
Entering Unmasked Estep 
Score: -40888776.000000 Penalty: 80853.031250
Splitting cluster 7 changes total score from -40889292.000000 to -40888776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Entering Unmasked Estep 
Score: -141578.296875 Penalty: 1211.673950
	Iteration 0F: 2 clusters Score -141578.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -139671.375000 Penalty: 2423.347900
	Iteration 0F: 3 clusters Score -139671.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -140097.828125 Penalty: 2423.347900
	Iteration 1F: 3 clusters Score -140097.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -140209.765625 Penalty: 2423.347900
	Iteration 2F: 3 clusters Score -140209.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140288.125000 Penalty: 2423.347900
	Iteration 3F: 3 clusters Score -140288.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -140335.234375 Penalty: 2423.347900
	Iteration 4Q: 3 clusters Score -140335.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -140382.500000 Penalty: 2423.347900
	Iteration 5Q: 3 clusters Score -140382.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -140447.218750 Penalty: 2423.347900
	Iteration 6Q: 3 clusters Score -140447.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -140513.531250 Penalty: 2423.347900
	Iteration 7Q: 3 clusters Score -140513.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -140579.109375 Penalty: 2423.347900
	Iteration 8Q: 3 clusters Score -140579.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -140636.890625 Penalty: 2423.347900
	Iteration 9Q: 3 clusters Score -140636.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140712.343750 Penalty: 2423.347900
	Iteration 10Q: 3 clusters Score -140712.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -140763.859375 Penalty: 2423.347900
	Iteration 11Q: 3 clusters Score -140763.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -140798.312500 Penalty: 2423.347900
	Iteration 12Q: 3 clusters Score -140798.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -140822.531250 Penalty: 2423.347900
	Iteration 13Q: 3 clusters Score -140822.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -140840.890625 Penalty: 2423.347900
	Iteration 14Q: 3 clusters Score -140840.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -140855.656250 Penalty: 2423.347900
	Iteration 15Q: 3 clusters Score -140855.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -140866.265625 Penalty: 2423.347900
	Iteration 16Q: 3 clusters Score -140866.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -140873.625000 Penalty: 2423.347900
	Iteration 17Q: 3 clusters Score -140873.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140881.390625 Penalty: 2423.347900
	Iteration 18Q: 3 clusters Score -140881.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -140894.343750 Penalty: 2423.347900
	Iteration 19Q: 3 clusters Score -140894.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -140903.859375 Penalty: 2423.347900
	Iteration 20F: 3 clusters Score -140903.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -140914.328125 Penalty: 2423.347900
	Iteration 21Q: 3 clusters Score -140914.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -140939.843750 Penalty: 2423.347900
	Iteration 22Q: 3 clusters Score -140939.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -140980.750000 Penalty: 2423.347900
	Iteration 23Q: 3 clusters Score -140980.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -141046.656250 Penalty: 2423.347900
	Iteration 24Q: 3 clusters Score -141046.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -141149.718750 Penalty: 2423.347900
	Iteration 25Q: 3 clusters Score -141149.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141249.140625 Penalty: 2423.347900
	Iteration 26Q: 3 clusters Score -141249.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -141335.078125 Penalty: 2423.347900
	Iteration 27Q: 3 clusters Score -141335.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -141448.687500 Penalty: 2423.347900
	Iteration 28Q: 3 clusters Score -141448.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -141545.359375 Penalty: 2423.347900
	Iteration 29Q: 3 clusters Score -141545.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -141613.875000 Penalty: 2423.347900
	Iteration 30Q: 3 clusters Score -141613.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -141656.125000 Penalty: 2423.347900
	Iteration 31Q: 3 clusters Score -141656.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -141678.593750 Penalty: 2423.347900
	Iteration 32Q: 3 clusters Score -141678.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -141691.234375 Penalty: 2423.347900
	Iteration 33Q: 3 clusters Score -141691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141693.421875 Penalty: 2423.347900
	Iteration 34Q: 3 clusters Score -141693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -141693.421875 Penalty: 2423.347900
	Iteration 35F: 3 clusters Score -141693.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 899 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 832 members 
Entering Unmasked Estep 
Score: -40888540.000000 Penalty: 80853.031250
Splitting cluster 8 changes total score from -40889292.000000 to -40888540.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (3240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Entering Unmasked Estep 
Score: -274676.062500 Penalty: 1313.540894
	Iteration 0F: 2 clusters Score -274676.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -271861.093750 Penalty: 2627.081787
	Iteration 0F: 3 clusters Score -271861.1 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -272607.531250 Penalty: 2627.081787
	Iteration 1F: 3 clusters Score -272607.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -272824.718750 Penalty: 2627.081787
	Iteration 2F: 3 clusters Score -272824.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -273014.968750 Penalty: 2627.081787
	Iteration 3F: 3 clusters Score -273015 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -273203.625000 Penalty: 2627.081787
	Iteration 4F: 3 clusters Score -273203.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -273473.218750 Penalty: 2627.081787
	Iteration 5F: 3 clusters Score -273473.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -273711.031250 Penalty: 2627.081787
	Iteration 6F: 3 clusters Score -273711 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -273940.468750 Penalty: 2627.081787
	Iteration 7Q: 3 clusters Score -273940.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -274199.000000 Penalty: 2627.081787
	Iteration 8Q: 3 clusters Score -274199 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -274333.343750 Penalty: 2627.081787
	Iteration 9Q: 3 clusters Score -274333.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -274392.156250 Penalty: 2627.081787
	Iteration 10Q: 3 clusters Score -274392.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -274427.906250 Penalty: 2627.081787
	Iteration 11Q: 3 clusters Score -274427.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -274451.531250 Penalty: 2627.081787
	Iteration 12Q: 3 clusters Score -274451.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -274476.093750 Penalty: 2627.081787
	Iteration 13Q: 3 clusters Score -274476.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -274495.593750 Penalty: 2627.081787
	Iteration 14Q: 3 clusters Score -274495.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -274515.406250 Penalty: 2627.081787
	Iteration 15Q: 3 clusters Score -274515.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -274538.343750 Penalty: 2627.081787
	Iteration 16Q: 3 clusters Score -274538.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -274553.000000 Penalty: 2627.081787
	Iteration 17Q: 3 clusters Score -274553 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -274564.062500 Penalty: 2627.081787
	Iteration 18Q: 3 clusters Score -274564.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -274570.593750 Penalty: 2627.081787
	Iteration 19Q: 3 clusters Score -274570.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -274573.281250 Penalty: 2627.081787
	Iteration 20F: 3 clusters Score -274573.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -274574.312500 Penalty: 2627.081787
	Iteration 21Q: 3 clusters Score -274574.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -274575.562500 Penalty: 2627.081787
	Iteration 22Q: 3 clusters Score -274575.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -274576.750000 Penalty: 2627.081787
	Iteration 23Q: 3 clusters Score -274576.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -274576.750000 Penalty: 2627.081787
	Iteration 24F: 3 clusters Score -274576.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Entering Unmasked Estep 
Score: -3285549.750000 Penalty: 1710.396118
	Iteration 0F: 2 clusters Score -3285550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3260669.500000 Penalty: 3420.792236
	Iteration 0F: 3 clusters Score -3260670 nChanged 17274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3270723.000000 Penalty: 3420.792236
	Iteration 1F: 3 clusters Score -3270723 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -3271511.000000 Penalty: 3420.792236
	Iteration 2Q: 3 clusters Score -3271511 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19627 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -3272408.000000 Penalty: 3420.792236
	Iteration 3F: 3 clusters Score -3272408 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -3273382.000000 Penalty: 3420.792236
	Iteration 4F: 3 clusters Score -3273382 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20222 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3274499.250000 Penalty: 3420.792236
	Iteration 5F: 3 clusters Score -3274499 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -3275565.250000 Penalty: 3420.792236
	Iteration 6F: 3 clusters Score -3275565 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -3276471.000000 Penalty: 3420.792236
	Iteration 7F: 3 clusters Score -3276471 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3277236.750000 Penalty: 3420.792236
	Iteration 8Q: 3 clusters Score -3277237 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -3277836.000000 Penalty: 3420.792236
	Iteration 9Q: 3 clusters Score -3277836 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3278435.750000 Penalty: 3420.792236
	Iteration 10Q: 3 clusters Score -3278436 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -3279056.000000 Penalty: 3420.792236
	Iteration 11Q: 3 clusters Score -3279056 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -3279631.250000 Penalty: 3420.792236
	Iteration 12Q: 3 clusters Score -3279631 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -3280239.750000 Penalty: 3420.792236
	Iteration 13Q: 3 clusters Score -3280240 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -3280808.500000 Penalty: 3420.792236
	Iteration 14Q: 3 clusters Score -3280808 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -3281278.000000 Penalty: 3420.792236
	Iteration 15Q: 3 clusters Score -3281278 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -3281693.000000 Penalty: 3420.792236
	Iteration 16Q: 3 clusters Score -3281693 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -3282041.500000 Penalty: 3420.792236
	Iteration 17Q: 3 clusters Score -3282042 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31951 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -3282353.000000 Penalty: 3420.792236
	Iteration 18Q: 3 clusters Score -3282353 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -3282625.750000 Penalty: 3420.792236
	Iteration 19Q: 3 clusters Score -3282626 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -3282867.000000 Penalty: 3420.792236
	Iteration 20F: 3 clusters Score -3282867 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3283090.250000 Penalty: 3420.792236
	Iteration 21Q: 3 clusters Score -3283090 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3283263.500000 Penalty: 3420.792236
	Iteration 22Q: 3 clusters Score -3283264 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -3283423.000000 Penalty: 3420.792236
	Iteration 23Q: 3 clusters Score -3283423 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3283539.500000 Penalty: 3420.792236
	Iteration 24Q: 3 clusters Score -3283540 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3283664.750000 Penalty: 3420.792236
	Iteration 25Q: 3 clusters Score -3283665 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -3283762.500000 Penalty: 3420.792236
	Iteration 26Q: 3 clusters Score -3283762 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3283821.000000 Penalty: 3420.792236
	Iteration 27Q: 3 clusters Score -3283821 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35659 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3283898.000000 Penalty: 3420.792236
	Iteration 28Q: 3 clusters Score -3283898 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35786 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3283945.750000 Penalty: 3420.792236
	Iteration 29Q: 3 clusters Score -3283946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3283978.000000 Penalty: 3420.792236
	Iteration 30Q: 3 clusters Score -3283978 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35970 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3284010.750000 Penalty: 3420.792236
	Iteration 31Q: 3 clusters Score -3284011 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3284035.750000 Penalty: 3420.792236
	Iteration 32Q: 3 clusters Score -3284036 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3284058.750000 Penalty: 3420.792236
	Iteration 33Q: 3 clusters Score -3284059 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3284078.750000 Penalty: 3420.792236
	Iteration 34Q: 3 clusters Score -3284079 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3284095.750000 Penalty: 3420.792236
	Iteration 35Q: 3 clusters Score -3284096 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3284113.750000 Penalty: 3420.792236
	Iteration 36Q: 3 clusters Score -3284114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36224 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -3284129.250000 Penalty: 3420.792236
	Iteration 37Q: 3 clusters Score -3284129 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3284154.500000 Penalty: 3420.792236
	Iteration 38Q: 3 clusters Score -3284154 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36305 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3284177.250000 Penalty: 3420.792236
	Iteration 39Q: 3 clusters Score -3284177 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3284194.000000 Penalty: 3420.792236
	Iteration 40F: 3 clusters Score -3284194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3284203.250000 Penalty: 3420.792236
	Iteration 41Q: 3 clusters Score -3284203 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3284212.000000 Penalty: 3420.792236
	Iteration 42Q: 3 clusters Score -3284212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3284214.500000 Penalty: 3420.792236
	Iteration 43Q: 3 clusters Score -3284214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3284216.250000 Penalty: 3420.792236
	Iteration 44Q: 3 clusters Score -3284216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3284222.750000 Penalty: 3420.792236
	Iteration 45Q: 3 clusters Score -3284223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36429 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3284225.250000 Penalty: 3420.792236
	Iteration 46Q: 3 clusters Score -3284225 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36438 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -3284227.500000 Penalty: 3420.792236
	Iteration 47Q: 3 clusters Score -3284228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3284231.500000 Penalty: 3420.792236
	Iteration 48Q: 3 clusters Score -3284232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36460 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3284238.000000 Penalty: 3420.792236
	Iteration 49Q: 3 clusters Score -3284238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36469 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3284243.250000 Penalty: 3420.792236
	Iteration 50Q: 3 clusters Score -3284243 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3284245.000000 Penalty: 3420.792236
	Iteration 51Q: 3 clusters Score -3284245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3284245.750000 Penalty: 3420.792236
	Iteration 52Q: 3 clusters Score -3284246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3284247.500000 Penalty: 3420.792236
	Iteration 53Q: 3 clusters Score -3284248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3284248.250000 Penalty: 3420.792236
	Iteration 54Q: 3 clusters Score -3284248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -3284248.000000 Penalty: 3420.792236
	Iteration 55Q: 3 clusters Score -3284248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36496 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3284248.750000 Penalty: 3420.792236
	Iteration 56Q: 3 clusters Score -3284249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36498 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3284249.750000 Penalty: 3420.792236
	Iteration 57Q: 3 clusters Score -3284250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3284247.750000 Penalty: 3420.792236
	Iteration 58Q: 3 clusters Score -3284248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36500 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -3284249.000000 Penalty: 3420.792236
	Iteration 59Q: 3 clusters Score -3284249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3284249.750000 Penalty: 3420.792236
	Iteration 60F: 3 clusters Score -3284250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Entering Unmasked Estep 
Score: -1708609.625000 Penalty: 1603.223999
	Iteration 0F: 2 clusters Score -1708610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1695465.125000 Penalty: 3206.447998
	Iteration 0F: 3 clusters Score -1695465 nChanged 8643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -1700178.375000 Penalty: 3206.447998
	Iteration 1F: 3 clusters Score -1700178 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1700591.000000 Penalty: 3206.447998
	Iteration 2F: 3 clusters Score -1700591 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1701017.625000 Penalty: 3206.447998
	Iteration 3Q: 3 clusters Score -1701018 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1701530.000000 Penalty: 3206.447998
	Iteration 4F: 3 clusters Score -1701530 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1702115.250000 Penalty: 3206.447998
	Iteration 5F: 3 clusters Score -1702115 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1702783.125000 Penalty: 3206.447998
	Iteration 6F: 3 clusters Score -1702783 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -1703511.250000 Penalty: 3206.447998
	Iteration 7F: 3 clusters Score -1703511 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -1704249.000000 Penalty: 3206.447998
	Iteration 8F: 3 clusters Score -1704249 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1705068.500000 Penalty: 3206.447998
	Iteration 9F: 3 clusters Score -1705068 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -1705880.000000 Penalty: 3206.447998
	Iteration 10F: 3 clusters Score -1705880 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1706675.000000 Penalty: 3206.447998
	Iteration 11Q: 3 clusters Score -1706675 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1707380.375000 Penalty: 3206.447998
	Iteration 12Q: 3 clusters Score -1707380 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1707950.625000 Penalty: 3206.447998
	Iteration 13Q: 3 clusters Score -1707951 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -1708262.375000 Penalty: 3206.447998
	Iteration 14Q: 3 clusters Score -1708262 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1708461.250000 Penalty: 3206.447998
	Iteration 15Q: 3 clusters Score -1708461 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1708572.625000 Penalty: 3206.447998
	Iteration 16Q: 3 clusters Score -1708573 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1708621.625000 Penalty: 3206.447998
	Iteration 17Q: 3 clusters Score -1708622 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1708659.500000 Penalty: 3206.447998
	Iteration 18Q: 3 clusters Score -1708660 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1708685.875000 Penalty: 3206.447998
	Iteration 19Q: 3 clusters Score -1708686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -1708696.875000 Penalty: 3206.447998
	Iteration 20F: 3 clusters Score -1708697 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1708717.250000 Penalty: 3206.447998
	Iteration 21Q: 3 clusters Score -1708717 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1708735.375000 Penalty: 3206.447998
	Iteration 22Q: 3 clusters Score -1708735 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1708741.250000 Penalty: 3206.447998
	Iteration 23Q: 3 clusters Score -1708741 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1708748.875000 Penalty: 3206.447998
	Iteration 24Q: 3 clusters Score -1708749 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -1708751.750000 Penalty: 3206.447998
	Iteration 25Q: 3 clusters Score -1708752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -1708759.500000 Penalty: 3206.447998
	Iteration 26Q: 3 clusters Score -1708760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1708761.625000 Penalty: 3206.447998
	Iteration 27Q: 3 clusters Score -1708762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1708761.500000 Penalty: 3206.447998
	Iteration 28Q: 3 clusters Score -1708762 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -1708763.875000 Penalty: 3206.447998
	Iteration 29Q: 3 clusters Score -1708764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1708769.125000 Penalty: 3206.447998
	Iteration 30Q: 3 clusters Score -1708769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1708771.875000 Penalty: 3206.447998
	Iteration 31Q: 3 clusters Score -1708772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1708773.375000 Penalty: 3206.447998
	Iteration 32Q: 3 clusters Score -1708773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1708775.500000 Penalty: 3206.447998
	Iteration 33Q: 3 clusters Score -1708776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1708777.375000 Penalty: 3206.447998
	Iteration 34Q: 3 clusters Score -1708777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1708775.625000 Penalty: 3206.447998
	Iteration 35Q: 3 clusters Score -1708776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1708774.250000 Penalty: 3206.447998
	Iteration 36Q: 3 clusters Score -1708774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1708773.625000 Penalty: 3206.447998
	Iteration 37Q: 3 clusters Score -1708774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1708772.500000 Penalty: 3206.447998
	Iteration 38Q: 3 clusters Score -1708772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1708773.125000 Penalty: 3206.447998
	Iteration 39Q: 3 clusters Score -1708773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1708772.750000 Penalty: 3206.447998
	Iteration 40F: 3 clusters Score -1708773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1708772.500000 Penalty: 3206.447998
	Iteration 41Q: 3 clusters Score -1708772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1708775.750000 Penalty: 3206.447998
	Iteration 42Q: 3 clusters Score -1708776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -1708776.125000 Penalty: 3206.447998
	Iteration 43Q: 3 clusters Score -1708776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1708775.875000 Penalty: 3206.447998
	Iteration 44Q: 3 clusters Score -1708776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1708777.375000 Penalty: 3206.447998
	Iteration 45Q: 3 clusters Score -1708777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1708776.875000 Penalty: 3206.447998
	Iteration 46Q: 3 clusters Score -1708777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -1708775.750000 Penalty: 3206.447998
	Iteration 47Q: 3 clusters Score -1708776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1708776.000000 Penalty: 3206.447998
	Iteration 48Q: 3 clusters Score -1708776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -1708773.625000 Penalty: 3206.447998
	Iteration 49Q: 3 clusters Score -1708774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1708772.250000 Penalty: 3206.447998
	Iteration 50Q: 3 clusters Score -1708772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -1708771.000000 Penalty: 3206.447998
	Iteration 51Q: 3 clusters Score -1708771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -1708769.125000 Penalty: 3206.447998
	Iteration 52Q: 3 clusters Score -1708769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -1708772.375000 Penalty: 3206.447998
	Iteration 53Q: 3 clusters Score -1708772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1708771.125000 Penalty: 3206.447998
	Iteration 54Q: 3 clusters Score -1708771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1708770.625000 Penalty: 3206.447998
	Iteration 55Q: 3 clusters Score -1708771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1708770.750000 Penalty: 3206.447998
	Iteration 56Q: 3 clusters Score -1708771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1708770.875000 Penalty: 3206.447998
	Iteration 57Q: 3 clusters Score -1708771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1708770.875000 Penalty: 3206.447998
	Iteration 58F: 3 clusters Score -1708771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 5498 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 13766 members 
Entering Unmasked Estep 
Score: -40889104.000000 Penalty: 80853.031250
Splitting cluster 11 changes total score from -40889292.000000 to -40889104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -995476.562500 Penalty: 1521.078491
	Iteration 0F: 2 clusters Score -995476.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -987262.375000 Penalty: 3042.156982
	Iteration 0F: 3 clusters Score -987262.4 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -989981.875000 Penalty: 3042.156982
	Iteration 1F: 3 clusters Score -989981.9 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -990449.625000 Penalty: 3042.156982
	Iteration 2F: 3 clusters Score -990449.6 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -990993.187500 Penalty: 3042.156982
	Iteration 3F: 3 clusters Score -990993.2 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -991602.375000 Penalty: 3042.156982
	Iteration 4F: 3 clusters Score -991602.4 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -992262.062500 Penalty: 3042.156982
	Iteration 5F: 3 clusters Score -992262.1 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -992917.250000 Penalty: 3042.156982
	Iteration 6F: 3 clusters Score -992917.2 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -993539.562500 Penalty: 3042.156982
	Iteration 7F: 3 clusters Score -993539.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -994109.687500 Penalty: 3042.156982
	Iteration 8F: 3 clusters Score -994109.7 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -994625.875000 Penalty: 3042.156982
	Iteration 9Q: 3 clusters Score -994625.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -995040.312500 Penalty: 3042.156982
	Iteration 10Q: 3 clusters Score -995040.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -995397.875000 Penalty: 3042.156982
	Iteration 11Q: 3 clusters Score -995397.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -995657.875000 Penalty: 3042.156982
	Iteration 12Q: 3 clusters Score -995657.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -995757.312500 Penalty: 3042.156982
	Iteration 13Q: 3 clusters Score -995757.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -995789.250000 Penalty: 3042.156982
	Iteration 14Q: 3 clusters Score -995789.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -995797.187500 Penalty: 3042.156982
	Iteration 15Q: 3 clusters Score -995797.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -995802.187500 Penalty: 3042.156982
	Iteration 16Q: 3 clusters Score -995802.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -995803.687500 Penalty: 3042.156982
	Iteration 17Q: 3 clusters Score -995803.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -995803.875000 Penalty: 3042.156982
	Iteration 18Q: 3 clusters Score -995803.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -995805.312500 Penalty: 3042.156982
	Iteration 19Q: 3 clusters Score -995805.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -995805.937500 Penalty: 3042.156982
	Iteration 20F: 3 clusters Score -995805.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -995804.437500 Penalty: 3042.156982
	Iteration 21Q: 3 clusters Score -995804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -995804.437500 Penalty: 3042.156982
	Iteration 22F: 3 clusters Score -995804.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 9230 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 2390 members 
Entering Unmasked Estep 
Score: -40889184.000000 Penalty: 80853.031250
Splitting cluster 12 changes total score from -40889292.000000 to -40889184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -109227.343750 Penalty: 1168.484863
	Iteration 0F: 2 clusters Score -109227.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -107589.476562 Penalty: 2336.969727
	Iteration 0F: 3 clusters Score -107589.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -107895.578125 Penalty: 2336.969727
	Iteration 1F: 3 clusters Score -107895.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -107979.203125 Penalty: 2336.969727
	Iteration 2F: 3 clusters Score -107979.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -108026.164062 Penalty: 2336.969727
	Iteration 3Q: 3 clusters Score -108026.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -108073.640625 Penalty: 2336.969727
	Iteration 4Q: 3 clusters Score -108073.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -108130.281250 Penalty: 2336.969727
	Iteration 5Q: 3 clusters Score -108130.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -108181.570312 Penalty: 2336.969727
	Iteration 6Q: 3 clusters Score -108181.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -108232.218750 Penalty: 2336.969727
	Iteration 7Q: 3 clusters Score -108232.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -108266.250000 Penalty: 2336.969727
	Iteration 8Q: 3 clusters Score -108266.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -108290.304688 Penalty: 2336.969727
	Iteration 9Q: 3 clusters Score -108290.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -108308.812500 Penalty: 2336.969727
	Iteration 10Q: 3 clusters Score -108308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -108319.882812 Penalty: 2336.969727
	Iteration 11Q: 3 clusters Score -108319.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -108327.507812 Penalty: 2336.969727
	Iteration 12Q: 3 clusters Score -108327.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -108329.250000 Penalty: 2336.969727
	Iteration 13Q: 3 clusters Score -108329.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108333.765625 Penalty: 2336.969727
	Iteration 14Q: 3 clusters Score -108333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -108336.289062 Penalty: 2336.969727
	Iteration 15Q: 3 clusters Score -108336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108337.929688 Penalty: 2336.969727
	Iteration 16Q: 3 clusters Score -108337.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -108341.992188 Penalty: 2336.969727
	Iteration 17Q: 3 clusters Score -108342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108344.367188 Penalty: 2336.969727
	Iteration 18Q: 3 clusters Score -108344.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -108345.687500 Penalty: 2336.969727
	Iteration 19Q: 3 clusters Score -108345.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -108346.476562 Penalty: 2336.969727
	Iteration 20F: 3 clusters Score -108346.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Entering Unmasked Estep 
Score: -320695.625000 Penalty: 1336.818237
	Iteration 0F: 2 clusters Score -320695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -317525.031250 Penalty: 2673.636475
	Iteration 0F: 3 clusters Score -317525 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -318443.000000 Penalty: 2673.636475
	Iteration 1F: 3 clusters Score -318443 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -318804.343750 Penalty: 2673.636475
	Iteration 2F: 3 clusters Score -318804.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -319182.875000 Penalty: 2673.636475
	Iteration 3F: 3 clusters Score -319182.9 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -319483.812500 Penalty: 2673.636475
	Iteration 4F: 3 clusters Score -319483.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -319722.093750 Penalty: 2673.636475
	Iteration 5F: 3 clusters Score -319722.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -319872.937500 Penalty: 2673.636475
	Iteration 6Q: 3 clusters Score -319872.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -319974.750000 Penalty: 2673.636475
	Iteration 7Q: 3 clusters Score -319974.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -320032.500000 Penalty: 2673.636475
	Iteration 8Q: 3 clusters Score -320032.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -320079.218750 Penalty: 2673.636475
	Iteration 9Q: 3 clusters Score -320079.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -320109.906250 Penalty: 2673.636475
	Iteration 10Q: 3 clusters Score -320109.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -320128.406250 Penalty: 2673.636475
	Iteration 11Q: 3 clusters Score -320128.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -320141.218750 Penalty: 2673.636475
	Iteration 12Q: 3 clusters Score -320141.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -320150.187500 Penalty: 2673.636475
	Iteration 13Q: 3 clusters Score -320150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -320154.500000 Penalty: 2673.636475
	Iteration 14Q: 3 clusters Score -320154.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -320155.812500 Penalty: 2673.636475
	Iteration 15Q: 3 clusters Score -320155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -320155.781250 Penalty: 2673.636475
	Iteration 16Q: 3 clusters Score -320155.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -320156.218750 Penalty: 2673.636475
	Iteration 17Q: 3 clusters Score -320156.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -320156.218750 Penalty: 2673.636475
	Iteration 18F: 3 clusters Score -320156.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Entering Unmasked Estep 
Score: -171224.984375 Penalty: 1252.251465
	Iteration 0F: 2 clusters Score -171225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -169057.812500 Penalty: 2504.502930
	Iteration 0F: 3 clusters Score -169057.8 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -169610.859375 Penalty: 2504.502930
	Iteration 1F: 3 clusters Score -169610.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -169778.390625 Penalty: 2504.502930
	Iteration 2F: 3 clusters Score -169778.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -169896.125000 Penalty: 2504.502930
	Iteration 3F: 3 clusters Score -169896.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -169973.515625 Penalty: 2504.502930
	Iteration 4Q: 3 clusters Score -169973.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -170050.218750 Penalty: 2504.502930
	Iteration 5Q: 3 clusters Score -170050.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -170122.859375 Penalty: 2504.502930
	Iteration 6Q: 3 clusters Score -170122.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -170194.078125 Penalty: 2504.502930
	Iteration 7Q: 3 clusters Score -170194.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -170246.312500 Penalty: 2504.502930
	Iteration 8Q: 3 clusters Score -170246.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -170285.437500 Penalty: 2504.502930
	Iteration 9Q: 3 clusters Score -170285.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -170310.890625 Penalty: 2504.502930
	Iteration 10Q: 3 clusters Score -170310.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -170328.640625 Penalty: 2504.502930
	Iteration 11Q: 3 clusters Score -170328.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -170339.203125 Penalty: 2504.502930
	Iteration 12Q: 3 clusters Score -170339.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -170350.906250 Penalty: 2504.502930
	Iteration 13Q: 3 clusters Score -170350.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -170364.671875 Penalty: 2504.502930
	Iteration 14Q: 3 clusters Score -170364.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -170370.062500 Penalty: 2504.502930
	Iteration 15Q: 3 clusters Score -170370.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -170376.078125 Penalty: 2504.502930
	Iteration 16Q: 3 clusters Score -170376.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -170380.562500 Penalty: 2504.502930
	Iteration 17Q: 3 clusters Score -170380.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -170383.031250 Penalty: 2504.502930
	Iteration 18Q: 3 clusters Score -170383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -170384.828125 Penalty: 2504.502930
	Iteration 19Q: 3 clusters Score -170384.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -170385.937500 Penalty: 2504.502930
	Iteration 20F: 3 clusters Score -170385.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -170394.343750 Penalty: 2504.502930
	Iteration 21Q: 3 clusters Score -170394.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -170397.546875 Penalty: 2504.502930
	Iteration 22Q: 3 clusters Score -170397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -170397.875000 Penalty: 2504.502930
	Iteration 23Q: 3 clusters Score -170397.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -170397.875000 Penalty: 2504.502930
	Iteration 24F: 3 clusters Score -170397.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -187773.265625 Penalty: 1244.154785
	Iteration 0F: 2 clusters Score -187773.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -185616.515625 Penalty: 2488.309570
	Iteration 0F: 3 clusters Score -185616.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -186088.734375 Penalty: 2488.309570
	Iteration 1F: 3 clusters Score -186088.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -186193.531250 Penalty: 2488.309570
	Iteration 2F: 3 clusters Score -186193.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -186300.562500 Penalty: 2488.309570
	Iteration 3F: 3 clusters Score -186300.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -186402.203125 Penalty: 2488.309570
	Iteration 4Q: 3 clusters Score -186402.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -186479.546875 Penalty: 2488.309570
	Iteration 5Q: 3 clusters Score -186479.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -186554.859375 Penalty: 2488.309570
	Iteration 6Q: 3 clusters Score -186554.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -186612.265625 Penalty: 2488.309570
	Iteration 7Q: 3 clusters Score -186612.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -186645.156250 Penalty: 2488.309570
	Iteration 8Q: 3 clusters Score -186645.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -186672.500000 Penalty: 2488.309570
	Iteration 9Q: 3 clusters Score -186672.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -186692.546875 Penalty: 2488.309570
	Iteration 10Q: 3 clusters Score -186692.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -186717.687500 Penalty: 2488.309570
	Iteration 11Q: 3 clusters Score -186717.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -186751.078125 Penalty: 2488.309570
	Iteration 12Q: 3 clusters Score -186751.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -186771.078125 Penalty: 2488.309570
	Iteration 13Q: 3 clusters Score -186771.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -186786.281250 Penalty: 2488.309570
	Iteration 14Q: 3 clusters Score -186786.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -186798.562500 Penalty: 2488.309570
	Iteration 15Q: 3 clusters Score -186798.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186809.734375 Penalty: 2488.309570
	Iteration 16Q: 3 clusters Score -186809.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186814.250000 Penalty: 2488.309570
	Iteration 17Q: 3 clusters Score -186814.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -186816.812500 Penalty: 2488.309570
	Iteration 18Q: 3 clusters Score -186816.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186818.125000 Penalty: 2488.309570
	Iteration 19Q: 3 clusters Score -186818.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -186818.125000 Penalty: 2488.309570
	Iteration 20F: 3 clusters Score -186818.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Entering Unmasked Estep 
Score: -173993.515625 Penalty: 1246.520386
	Iteration 0F: 2 clusters Score -173993.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -171820.984375 Penalty: 2493.040771
	Iteration 0F: 3 clusters Score -171821 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -172353.984375 Penalty: 2493.040771
	Iteration 1F: 3 clusters Score -172354 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -172619.218750 Penalty: 2493.040771
	Iteration 2F: 3 clusters Score -172619.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -172786.187500 Penalty: 2493.040771
	Iteration 3F: 3 clusters Score -172786.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -172887.281250 Penalty: 2493.040771
	Iteration 4F: 3 clusters Score -172887.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -172950.421875 Penalty: 2493.040771
	Iteration 5Q: 3 clusters Score -172950.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173006.687500 Penalty: 2493.040771
	Iteration 6Q: 3 clusters Score -173006.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -173074.484375 Penalty: 2493.040771
	Iteration 7Q: 3 clusters Score -173074.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -173128.093750 Penalty: 2493.040771
	Iteration 8Q: 3 clusters Score -173128.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173198.078125 Penalty: 2493.040771
	Iteration 9Q: 3 clusters Score -173198.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -173255.437500 Penalty: 2493.040771
	Iteration 10Q: 3 clusters Score -173255.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -173328.140625 Penalty: 2493.040771
	Iteration 11Q: 3 clusters Score -173328.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -173434.093750 Penalty: 2493.040771
	Iteration 12Q: 3 clusters Score -173434.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -173565.640625 Penalty: 2493.040771
	Iteration 13Q: 3 clusters Score -173565.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -173720.421875 Penalty: 2493.040771
	Iteration 14Q: 3 clusters Score -173720.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -173791.156250 Penalty: 2493.040771
	Iteration 15Q: 3 clusters Score -173791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -173813.250000 Penalty: 2493.040771
	Iteration 16Q: 3 clusters Score -173813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -173822.781250 Penalty: 2493.040771
	Iteration 17Q: 3 clusters Score -173822.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -173832.312500 Penalty: 2493.040771
	Iteration 18Q: 3 clusters Score -173832.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173836.546875 Penalty: 2493.040771
	Iteration 19Q: 3 clusters Score -173836.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -173837.640625 Penalty: 2493.040771
	Iteration 20F: 3 clusters Score -173837.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173839.031250 Penalty: 2493.040771
	Iteration 21Q: 3 clusters Score -173839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173839.359375 Penalty: 2493.040771
	Iteration 22Q: 3 clusters Score -173839.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -173839.359375 Penalty: 2493.040771
	Iteration 23F: 3 clusters Score -173839.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -899095.812500 Penalty: 1502.991089
	Iteration 0F: 2 clusters Score -899095.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -891758.750000 Penalty: 3005.982178
	Iteration 0F: 3 clusters Score -891758.8 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -894538.750000 Penalty: 3005.982178
	Iteration 1F: 3 clusters Score -894538.8 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -895366.375000 Penalty: 3005.982178
	Iteration 2F: 3 clusters Score -895366.4 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -896291.625000 Penalty: 3005.982178
	Iteration 3F: 3 clusters Score -896291.6 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -897154.187500 Penalty: 3005.982178
	Iteration 4F: 3 clusters Score -897154.2 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -897878.812500 Penalty: 3005.982178
	Iteration 5F: 3 clusters Score -897878.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -898373.125000 Penalty: 3005.982178
	Iteration 6F: 3 clusters Score -898373.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -898656.000000 Penalty: 3005.982178
	Iteration 7Q: 3 clusters Score -898656 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -898835.875000 Penalty: 3005.982178
	Iteration 8Q: 3 clusters Score -898835.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -898961.750000 Penalty: 3005.982178
	Iteration 9Q: 3 clusters Score -898961.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -899038.812500 Penalty: 3005.982178
	Iteration 10Q: 3 clusters Score -899038.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -899082.562500 Penalty: 3005.982178
	Iteration 11Q: 3 clusters Score -899082.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -899102.937500 Penalty: 3005.982178
	Iteration 12Q: 3 clusters Score -899102.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -899119.937500 Penalty: 3005.982178
	Iteration 13Q: 3 clusters Score -899119.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -899135.625000 Penalty: 3005.982178
	Iteration 14Q: 3 clusters Score -899135.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -899144.000000 Penalty: 3005.982178
	Iteration 15Q: 3 clusters Score -899144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -899150.312500 Penalty: 3005.982178
	Iteration 16Q: 3 clusters Score -899150.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -899156.187500 Penalty: 3005.982178
	Iteration 17Q: 3 clusters Score -899156.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -899163.562500 Penalty: 3005.982178
	Iteration 18Q: 3 clusters Score -899163.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -899164.687500 Penalty: 3005.982178
	Iteration 19Q: 3 clusters Score -899164.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -899167.500000 Penalty: 3005.982178
	Iteration 20F: 3 clusters Score -899167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -899171.062500 Penalty: 3005.982178
	Iteration 21Q: 3 clusters Score -899171.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -899171.750000 Penalty: 3005.982178
	Iteration 22Q: 3 clusters Score -899171.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -899169.750000 Penalty: 3005.982178
	Iteration 23Q: 3 clusters Score -899169.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -899170.062500 Penalty: 3005.982178
	Iteration 24Q: 3 clusters Score -899170.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -899173.250000 Penalty: 3005.982178
	Iteration 25Q: 3 clusters Score -899173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -899170.500000 Penalty: 3005.982178
	Iteration 26Q: 3 clusters Score -899170.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -899174.312500 Penalty: 3005.982178
	Iteration 27Q: 3 clusters Score -899174.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -899175.937500 Penalty: 3005.982178
	Iteration 28Q: 3 clusters Score -899175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -899178.687500 Penalty: 3005.982178
	Iteration 29Q: 3 clusters Score -899178.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -899177.937500 Penalty: 3005.982178
	Iteration 30Q: 3 clusters Score -899177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -899178.437500 Penalty: 3005.982178
	Iteration 31Q: 3 clusters Score -899178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -899179.625000 Penalty: 3005.982178
	Iteration 32Q: 3 clusters Score -899179.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -899179.187500 Penalty: 3005.982178
	Iteration 33Q: 3 clusters Score -899179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -899179.187500 Penalty: 3005.982178
	Iteration 34F: 3 clusters Score -899179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 7497 members 
Entering Unmasked Estep 
Score: -40888800.000000 Penalty: 80853.031250
Splitting cluster 18 changes total score from -40889292.000000 to -40888800.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Entering Unmasked Estep 
Score: -118239.843750 Penalty: 1201.405273
	Iteration 0F: 2 clusters Score -118239.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -116512.242188 Penalty: 2402.810547
	Iteration 0F: 3 clusters Score -116512.2 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -117702.375000 Penalty: 2402.810547
	Iteration 1F: 3 clusters Score -117702.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -118403.570312 Penalty: 2402.810547
	Iteration 2F: 3 clusters Score -118403.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -118668.585938 Penalty: 2402.810547
	Iteration 3F: 3 clusters Score -118668.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -118734.054688 Penalty: 2402.810547
	Iteration 4Q: 3 clusters Score -118734.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -118769.070312 Penalty: 2402.810547
	Iteration 5Q: 3 clusters Score -118769.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -118787.679688 Penalty: 2402.810547
	Iteration 6Q: 3 clusters Score -118787.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -118803.179688 Penalty: 2402.810547
	Iteration 7Q: 3 clusters Score -118803.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -118818.312500 Penalty: 2402.810547
	Iteration 8Q: 3 clusters Score -118818.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -118828.562500 Penalty: 2402.810547
	Iteration 9Q: 3 clusters Score -118828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118835.734375 Penalty: 2402.810547
	Iteration 10Q: 3 clusters Score -118835.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -118840.062500 Penalty: 2402.810547
	Iteration 11Q: 3 clusters Score -118840.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -118844.226562 Penalty: 2402.810547
	Iteration 12Q: 3 clusters Score -118844.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118847.382812 Penalty: 2402.810547
	Iteration 13Q: 3 clusters Score -118847.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -118848.226562 Penalty: 2402.810547
	Iteration 14Q: 3 clusters Score -118848.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -118849.281250 Penalty: 2402.810547
	Iteration 15Q: 3 clusters Score -118849.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -118849.851562 Penalty: 2402.810547
	Iteration 16Q: 3 clusters Score -118849.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118851.312500 Penalty: 2402.810547
	Iteration 17Q: 3 clusters Score -118851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118851.312500 Penalty: 2402.810547
	Iteration 18F: 3 clusters Score -118851.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1186 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 439 members 
Entering Unmasked Estep 
Score: -40889048.000000 Penalty: 80853.031250
Splitting cluster 19 changes total score from -40889292.000000 to -40889048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (13200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Entering Unmasked Estep 
Score: -1143712.875000 Penalty: 1541.795532
	Iteration 0F: 2 clusters Score -1143713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1134470.625000 Penalty: 3083.591064
	Iteration 0F: 3 clusters Score -1134471 nChanged 5900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1137635.375000 Penalty: 3083.591064
	Iteration 1F: 3 clusters Score -1137635 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1138048.125000 Penalty: 3083.591064
	Iteration 2F: 3 clusters Score -1138048 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1138468.000000 Penalty: 3083.591064
	Iteration 3F: 3 clusters Score -1138468 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1138891.125000 Penalty: 3083.591064
	Iteration 4F: 3 clusters Score -1138891 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1139342.500000 Penalty: 3083.591064
	Iteration 5Q: 3 clusters Score -1139342 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1139892.125000 Penalty: 3083.591064
	Iteration 6Q: 3 clusters Score -1139892 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1140550.000000 Penalty: 3083.591064
	Iteration 7F: 3 clusters Score -1140550 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -1141194.375000 Penalty: 3083.591064
	Iteration 8F: 3 clusters Score -1141194 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -1141657.750000 Penalty: 3083.591064
	Iteration 9Q: 3 clusters Score -1141658 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1142014.750000 Penalty: 3083.591064
	Iteration 10Q: 3 clusters Score -1142015 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1142273.125000 Penalty: 3083.591064
	Iteration 11Q: 3 clusters Score -1142273 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1142456.375000 Penalty: 3083.591064
	Iteration 12Q: 3 clusters Score -1142456 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1142573.375000 Penalty: 3083.591064
	Iteration 13Q: 3 clusters Score -1142573 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1142667.750000 Penalty: 3083.591064
	Iteration 14Q: 3 clusters Score -1142668 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1142740.625000 Penalty: 3083.591064
	Iteration 15Q: 3 clusters Score -1142741 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1142806.250000 Penalty: 3083.591064
	Iteration 16Q: 3 clusters Score -1142806 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1142853.375000 Penalty: 3083.591064
	Iteration 17Q: 3 clusters Score -1142853 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1142900.250000 Penalty: 3083.591064
	Iteration 18Q: 3 clusters Score -1142900 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1142934.750000 Penalty: 3083.591064
	Iteration 19Q: 3 clusters Score -1142935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1142951.250000 Penalty: 3083.591064
	Iteration 20F: 3 clusters Score -1142951 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -1142964.500000 Penalty: 3083.591064
	Iteration 21Q: 3 clusters Score -1142964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1142967.125000 Penalty: 3083.591064
	Iteration 22Q: 3 clusters Score -1142967 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1142977.000000 Penalty: 3083.591064
	Iteration 23Q: 3 clusters Score -1142977 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -1142982.375000 Penalty: 3083.591064
	Iteration 24Q: 3 clusters Score -1142982 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1142988.250000 Penalty: 3083.591064
	Iteration 25Q: 3 clusters Score -1142988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1142994.000000 Penalty: 3083.591064
	Iteration 26Q: 3 clusters Score -1142994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1142996.875000 Penalty: 3083.591064
	Iteration 27Q: 3 clusters Score -1142997 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1143001.000000 Penalty: 3083.591064
	Iteration 28Q: 3 clusters Score -1143001 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1143006.125000 Penalty: 3083.591064
	Iteration 29Q: 3 clusters Score -1143006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1143005.750000 Penalty: 3083.591064
	Iteration 30Q: 3 clusters Score -1143006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1143004.625000 Penalty: 3083.591064
	Iteration 31Q: 3 clusters Score -1143005 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1143006.000000 Penalty: 3083.591064
	Iteration 32Q: 3 clusters Score -1143006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1143005.750000 Penalty: 3083.591064
	Iteration 33Q: 3 clusters Score -1143006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -1143009.000000 Penalty: 3083.591064
	Iteration 34Q: 3 clusters Score -1143009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1143009.250000 Penalty: 3083.591064
	Iteration 35Q: 3 clusters Score -1143009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1143011.250000 Penalty: 3083.591064
	Iteration 36Q: 3 clusters Score -1143011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1143012.125000 Penalty: 3083.591064
	Iteration 37Q: 3 clusters Score -1143012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1143013.625000 Penalty: 3083.591064
	Iteration 38Q: 3 clusters Score -1143014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -1143012.750000 Penalty: 3083.591064
	Iteration 39Q: 3 clusters Score -1143013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1143015.250000 Penalty: 3083.591064
	Iteration 40F: 3 clusters Score -1143015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1143015.500000 Penalty: 3083.591064
	Iteration 41Q: 3 clusters Score -1143016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1143020.375000 Penalty: 3083.591064
	Iteration 42Q: 3 clusters Score -1143020 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -1143020.750000 Penalty: 3083.591064
	Iteration 43Q: 3 clusters Score -1143021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -1143021.250000 Penalty: 3083.591064
	Iteration 44Q: 3 clusters Score -1143021 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1143026.875000 Penalty: 3083.591064
	Iteration 45Q: 3 clusters Score -1143027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -1143027.375000 Penalty: 3083.591064
	Iteration 46Q: 3 clusters Score -1143027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1143028.250000 Penalty: 3083.591064
	Iteration 47Q: 3 clusters Score -1143028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1143028.250000 Penalty: 3083.591064
	Iteration 48Q: 3 clusters Score -1143028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1143028.250000 Penalty: 3083.591064
	Iteration 49F: 3 clusters Score -1143028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Entering Unmasked Estep 
Score: -3536791.750000 Penalty: 1720.377441
	Iteration 0F: 2 clusters Score -3536792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -3510322.750000 Penalty: 3440.754883
	Iteration 0F: 3 clusters Score -3510323 nChanged 18513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -3520647.750000 Penalty: 3440.754883
	Iteration 1F: 3 clusters Score -3520648 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3521224.750000 Penalty: 3440.754883
	Iteration 2Q: 3 clusters Score -3521225 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -3521879.500000 Penalty: 3440.754883
	Iteration 3Q: 3 clusters Score -3521880 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -3522771.000000 Penalty: 3440.754883
	Iteration 4Q: 3 clusters Score -3522771 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -3523993.000000 Penalty: 3440.754883
	Iteration 5F: 3 clusters Score -3523993 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3525782.250000 Penalty: 3440.754883
	Iteration 6F: 3 clusters Score -3525782 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3527903.750000 Penalty: 3440.754883
	Iteration 7F: 3 clusters Score -3527904 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28712 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -3530056.000000 Penalty: 3440.754883
	Iteration 8F: 3 clusters Score -3530056 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3531675.250000 Penalty: 3440.754883
	Iteration 9F: 3 clusters Score -3531675 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3532739.750000 Penalty: 3440.754883
	Iteration 10Q: 3 clusters Score -3532740 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31788 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -3533390.500000 Penalty: 3440.754883
	Iteration 11Q: 3 clusters Score -3533390 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3533787.500000 Penalty: 3440.754883
	Iteration 12Q: 3 clusters Score -3533788 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -3534080.250000 Penalty: 3440.754883
	Iteration 13Q: 3 clusters Score -3534080 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3534284.000000 Penalty: 3440.754883
	Iteration 14Q: 3 clusters Score -3534284 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -3534442.000000 Penalty: 3440.754883
	Iteration 15Q: 3 clusters Score -3534442 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -3534575.000000 Penalty: 3440.754883
	Iteration 16Q: 3 clusters Score -3534575 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34298 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -3534647.500000 Penalty: 3440.754883
	Iteration 17Q: 3 clusters Score -3534648 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -3534690.000000 Penalty: 3440.754883
	Iteration 18Q: 3 clusters Score -3534690 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3534779.500000 Penalty: 3440.754883
	Iteration 19Q: 3 clusters Score -3534780 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3534847.500000 Penalty: 3440.754883
	Iteration 20F: 3 clusters Score -3534848 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35230 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -3534907.250000 Penalty: 3440.754883
	Iteration 21Q: 3 clusters Score -3534907 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3534946.000000 Penalty: 3440.754883
	Iteration 22Q: 3 clusters Score -3534946 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -3535002.250000 Penalty: 3440.754883
	Iteration 23Q: 3 clusters Score -3535002 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -3535043.250000 Penalty: 3440.754883
	Iteration 24Q: 3 clusters Score -3535043 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -3535084.250000 Penalty: 3440.754883
	Iteration 25Q: 3 clusters Score -3535084 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36048 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -3535118.500000 Penalty: 3440.754883
	Iteration 26Q: 3 clusters Score -3535118 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -3535138.250000 Penalty: 3440.754883
	Iteration 27Q: 3 clusters Score -3535138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -3535157.250000 Penalty: 3440.754883
	Iteration 28Q: 3 clusters Score -3535157 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3535174.250000 Penalty: 3440.754883
	Iteration 29Q: 3 clusters Score -3535174 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -3535201.500000 Penalty: 3440.754883
	Iteration 30Q: 3 clusters Score -3535202 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3535230.500000 Penalty: 3440.754883
	Iteration 31Q: 3 clusters Score -3535230 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36588 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3535244.500000 Penalty: 3440.754883
	Iteration 32Q: 3 clusters Score -3535244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3535254.750000 Penalty: 3440.754883
	Iteration 33Q: 3 clusters Score -3535255 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3535262.250000 Penalty: 3440.754883
	Iteration 34Q: 3 clusters Score -3535262 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -3535274.750000 Penalty: 3440.754883
	Iteration 35Q: 3 clusters Score -3535275 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3535284.750000 Penalty: 3440.754883
	Iteration 36Q: 3 clusters Score -3535285 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36845 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -3535293.000000 Penalty: 3440.754883
	Iteration 37Q: 3 clusters Score -3535293 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -3535293.500000 Penalty: 3440.754883
	Iteration 38Q: 3 clusters Score -3535294 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3535293.250000 Penalty: 3440.754883
	Iteration 39Q: 3 clusters Score -3535293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3535302.500000 Penalty: 3440.754883
	Iteration 40F: 3 clusters Score -3535302 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -3535308.000000 Penalty: 3440.754883
	Iteration 41Q: 3 clusters Score -3535308 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -3535313.750000 Penalty: 3440.754883
	Iteration 42Q: 3 clusters Score -3535314 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3535312.500000 Penalty: 3440.754883
	Iteration 43Q: 3 clusters Score -3535312 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3535315.250000 Penalty: 3440.754883
	Iteration 44Q: 3 clusters Score -3535315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37100 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3535322.750000 Penalty: 3440.754883
	Iteration 45Q: 3 clusters Score -3535323 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3535321.750000 Penalty: 3440.754883
	Iteration 46Q: 3 clusters Score -3535322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -3535318.000000 Penalty: 3440.754883
	Iteration 47Q: 3 clusters Score -3535318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -3535318.250000 Penalty: 3440.754883
	Iteration 48Q: 3 clusters Score -3535318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3535319.250000 Penalty: 3440.754883
	Iteration 49Q: 3 clusters Score -3535319 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3535324.750000 Penalty: 3440.754883
	Iteration 50Q: 3 clusters Score -3535325 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3535325.000000 Penalty: 3440.754883
	Iteration 51Q: 3 clusters Score -3535325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3535323.250000 Penalty: 3440.754883
	Iteration 52Q: 3 clusters Score -3535323 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -3535332.250000 Penalty: 3440.754883
	Iteration 53Q: 3 clusters Score -3535332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3535335.250000 Penalty: 3440.754883
	Iteration 54Q: 3 clusters Score -3535335 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3535338.750000 Penalty: 3440.754883
	Iteration 55Q: 3 clusters Score -3535339 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37317 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -3535337.500000 Penalty: 3440.754883
	Iteration 56Q: 3 clusters Score -3535338 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -3535348.500000 Penalty: 3440.754883
	Iteration 57Q: 3 clusters Score -3535348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -3535352.250000 Penalty: 3440.754883
	Iteration 58Q: 3 clusters Score -3535352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37393 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -3535363.750000 Penalty: 3440.754883
	Iteration 59Q: 3 clusters Score -3535364 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3535359.250000 Penalty: 3440.754883
	Iteration 60F: 3 clusters Score -3535359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -3535373.500000 Penalty: 3440.754883
	Iteration 61Q: 3 clusters Score -3535374 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3535380.250000 Penalty: 3440.754883
	Iteration 62Q: 3 clusters Score -3535380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3535389.250000 Penalty: 3440.754883
	Iteration 63Q: 3 clusters Score -3535389 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3535392.750000 Penalty: 3440.754883
	Iteration 64Q: 3 clusters Score -3535393 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -3535396.250000 Penalty: 3440.754883
	Iteration 65Q: 3 clusters Score -3535396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -3535402.000000 Penalty: 3440.754883
	Iteration 66Q: 3 clusters Score -3535402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37645 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3535412.250000 Penalty: 3440.754883
	Iteration 67Q: 3 clusters Score -3535412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3535409.250000 Penalty: 3440.754883
	Iteration 68Q: 3 clusters Score -3535409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3535430.000000 Penalty: 3440.754883
	Iteration 69Q: 3 clusters Score -3535430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3535432.000000 Penalty: 3440.754883
	Iteration 70Q: 3 clusters Score -3535432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3535442.500000 Penalty: 3440.754883
	Iteration 71Q: 3 clusters Score -3535442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3535445.500000 Penalty: 3440.754883
	Iteration 72Q: 3 clusters Score -3535446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37770 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -3535449.250000 Penalty: 3440.754883
	Iteration 73Q: 3 clusters Score -3535449 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3535451.500000 Penalty: 3440.754883
	Iteration 74Q: 3 clusters Score -3535452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3535460.000000 Penalty: 3440.754883
	Iteration 75Q: 3 clusters Score -3535460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3535458.000000 Penalty: 3440.754883
	Iteration 76Q: 3 clusters Score -3535458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3535465.000000 Penalty: 3440.754883
	Iteration 77Q: 3 clusters Score -3535465 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -3535469.000000 Penalty: 3440.754883
	Iteration 78Q: 3 clusters Score -3535469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3535466.000000 Penalty: 3440.754883
	Iteration 79Q: 3 clusters Score -3535466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -3535465.000000 Penalty: 3440.754883
	Iteration 80F: 3 clusters Score -3535465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37885 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3535467.000000 Penalty: 3440.754883
	Iteration 81Q: 3 clusters Score -3535467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3535476.500000 Penalty: 3440.754883
	Iteration 82Q: 3 clusters Score -3535476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -3535475.500000 Penalty: 3440.754883
	Iteration 83Q: 3 clusters Score -3535476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37932 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3535483.250000 Penalty: 3440.754883
	Iteration 84Q: 3 clusters Score -3535483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3535482.000000 Penalty: 3440.754883
	Iteration 85Q: 3 clusters Score -3535482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3535484.500000 Penalty: 3440.754883
	Iteration 86Q: 3 clusters Score -3535484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37967 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3535491.250000 Penalty: 3440.754883
	Iteration 87Q: 3 clusters Score -3535491 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3535490.750000 Penalty: 3440.754883
	Iteration 88Q: 3 clusters Score -3535491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37982 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -3535500.000000 Penalty: 3440.754883
	Iteration 89Q: 3 clusters Score -3535500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37987 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3535499.250000 Penalty: 3440.754883
	Iteration 90Q: 3 clusters Score -3535499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3535502.000000 Penalty: 3440.754883
	Iteration 91Q: 3 clusters Score -3535502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -3535503.000000 Penalty: 3440.754883
	Iteration 92Q: 3 clusters Score -3535503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -3535505.250000 Penalty: 3440.754883
	Iteration 93Q: 3 clusters Score -3535505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3535504.750000 Penalty: 3440.754883
	Iteration 94Q: 3 clusters Score -3535505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38003 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3535502.500000 Penalty: 3440.754883
	Iteration 95Q: 3 clusters Score -3535502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3535500.500000 Penalty: 3440.754883
	Iteration 96Q: 3 clusters Score -3535500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3535500.250000 Penalty: 3440.754883
	Iteration 97Q: 3 clusters Score -3535500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38017 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3535502.250000 Penalty: 3440.754883
	Iteration 98Q: 3 clusters Score -3535502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38021 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3535504.750000 Penalty: 3440.754883
	Iteration 99Q: 3 clusters Score -3535505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38024 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3535504.500000 Penalty: 3440.754883
	Iteration 100F: 3 clusters Score -3535504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38026 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -3535504.250000 Penalty: 3440.754883
	Iteration 101Q: 3 clusters Score -3535504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -3535508.250000 Penalty: 3440.754883
	Iteration 102Q: 3 clusters Score -3535508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3535507.750000 Penalty: 3440.754883
	Iteration 103Q: 3 clusters Score -3535508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38030 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3535506.000000 Penalty: 3440.754883
	Iteration 104Q: 3 clusters Score -3535506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3535507.250000 Penalty: 3440.754883
	Iteration 105Q: 3 clusters Score -3535507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -3535512.750000 Penalty: 3440.754883
	Iteration 106Q: 3 clusters Score -3535513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38045 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3535515.500000 Penalty: 3440.754883
	Iteration 107Q: 3 clusters Score -3535516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3535513.250000 Penalty: 3440.754883
	Iteration 108Q: 3 clusters Score -3535513 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -3535513.250000 Penalty: 3440.754883
	Iteration 109F: 3 clusters Score -3535513 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Entering Unmasked Estep 
Score: -730415.250000 Penalty: 1464.867310
	Iteration 0F: 2 clusters Score -730415.2 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 4089 members 
Entering Unmasked Estep 
Score: -724415.750000 Penalty: 2929.734619
	Iteration 0F: 3 clusters Score -724415.8 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -726271.625000 Penalty: 2929.734619
	Iteration 1F: 3 clusters Score -726271.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -726510.687500 Penalty: 2929.734619
	Iteration 2F: 3 clusters Score -726510.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -726692.750000 Penalty: 2929.734619
	Iteration 3Q: 3 clusters Score -726692.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -726866.312500 Penalty: 2929.734619
	Iteration 4Q: 3 clusters Score -726866.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -727034.187500 Penalty: 2929.734619
	Iteration 5Q: 3 clusters Score -727034.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -727216.625000 Penalty: 2929.734619
	Iteration 6Q: 3 clusters Score -727216.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -727405.750000 Penalty: 2929.734619
	Iteration 7Q: 3 clusters Score -727405.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -727598.000000 Penalty: 2929.734619
	Iteration 8Q: 3 clusters Score -727598 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -727809.062500 Penalty: 2929.734619
	Iteration 9Q: 3 clusters Score -727809.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -728065.500000 Penalty: 2929.734619
	Iteration 10Q: 3 clusters Score -728065.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -728332.875000 Penalty: 2929.734619
	Iteration 11Q: 3 clusters Score -728332.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -728595.312500 Penalty: 2929.734619
	Iteration 12Q: 3 clusters Score -728595.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -728828.062500 Penalty: 2929.734619
	Iteration 13Q: 3 clusters Score -728828.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -728969.312500 Penalty: 2929.734619
	Iteration 14Q: 3 clusters Score -728969.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -729046.562500 Penalty: 2929.734619
	Iteration 15Q: 3 clusters Score -729046.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -729099.375000 Penalty: 2929.734619
	Iteration 16Q: 3 clusters Score -729099.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -729124.312500 Penalty: 2929.734619
	Iteration 17Q: 3 clusters Score -729124.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -729151.000000 Penalty: 2929.734619
	Iteration 18Q: 3 clusters Score -729151 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -729164.687500 Penalty: 2929.734619
	Iteration 19Q: 3 clusters Score -729164.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -729174.000000 Penalty: 2929.734619
	Iteration 20F: 3 clusters Score -729174 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -729180.312500 Penalty: 2929.734619
	Iteration 21Q: 3 clusters Score -729180.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -729189.500000 Penalty: 2929.734619
	Iteration 22Q: 3 clusters Score -729189.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -729194.812500 Penalty: 2929.734619
	Iteration 23Q: 3 clusters Score -729194.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -729201.250000 Penalty: 2929.734619
	Iteration 24Q: 3 clusters Score -729201.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -729208.125000 Penalty: 2929.734619
	Iteration 25Q: 3 clusters Score -729208.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -729209.875000 Penalty: 2929.734619
	Iteration 26Q: 3 clusters Score -729209.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -729212.062500 Penalty: 2929.734619
	Iteration 27Q: 3 clusters Score -729212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -729212.625000 Penalty: 2929.734619
	Iteration 28Q: 3 clusters Score -729212.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -729213.250000 Penalty: 2929.734619
	Iteration 29Q: 3 clusters Score -729213.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -729213.125000 Penalty: 2929.734619
	Iteration 30Q: 3 clusters Score -729213.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -729213.125000 Penalty: 2929.734619
	Iteration 31F: 3 clusters Score -729213.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Entering Unmasked Estep 
Score: -436153.156250 Penalty: 1403.183716
	Iteration 0F: 2 clusters Score -436153.2 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 2853 members 
Entering Unmasked Estep 
Score: -431791.218750 Penalty: 2806.367432
	Iteration 0F: 3 clusters Score -431791.2 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -433058.968750 Penalty: 2806.367432
	Iteration 1F: 3 clusters Score -433059 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -433308.156250 Penalty: 2806.367432
	Iteration 2F: 3 clusters Score -433308.2 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -433535.093750 Penalty: 2806.367432
	Iteration 3F: 3 clusters Score -433535.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -433765.406250 Penalty: 2806.367432
	Iteration 4F: 3 clusters Score -433765.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -434031.468750 Penalty: 2806.367432
	Iteration 5F: 3 clusters Score -434031.5 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -434294.312500 Penalty: 2806.367432
	Iteration 6F: 3 clusters Score -434294.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -434462.437500 Penalty: 2806.367432
	Iteration 7Q: 3 clusters Score -434462.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -434610.656250 Penalty: 2806.367432
	Iteration 8Q: 3 clusters Score -434610.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -434739.687500 Penalty: 2806.367432
	Iteration 9Q: 3 clusters Score -434739.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -434871.250000 Penalty: 2806.367432
	Iteration 10Q: 3 clusters Score -434871.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -434985.687500 Penalty: 2806.367432
	Iteration 11Q: 3 clusters Score -434985.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -435089.906250 Penalty: 2806.367432
	Iteration 12Q: 3 clusters Score -435089.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -435168.250000 Penalty: 2806.367432
	Iteration 13Q: 3 clusters Score -435168.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -435226.750000 Penalty: 2806.367432
	Iteration 14Q: 3 clusters Score -435226.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -435266.437500 Penalty: 2806.367432
	Iteration 15Q: 3 clusters Score -435266.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -435301.187500 Penalty: 2806.367432
	Iteration 16Q: 3 clusters Score -435301.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -435340.843750 Penalty: 2806.367432
	Iteration 17Q: 3 clusters Score -435340.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -435368.625000 Penalty: 2806.367432
	Iteration 18Q: 3 clusters Score -435368.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -435386.937500 Penalty: 2806.367432
	Iteration 19Q: 3 clusters Score -435386.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -435398.343750 Penalty: 2806.367432
	Iteration 20F: 3 clusters Score -435398.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -435412.750000 Penalty: 2806.367432
	Iteration 21Q: 3 clusters Score -435412.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -435423.406250 Penalty: 2806.367432
	Iteration 22Q: 3 clusters Score -435423.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -435432.500000 Penalty: 2806.367432
	Iteration 23Q: 3 clusters Score -435432.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -435438.812500 Penalty: 2806.367432
	Iteration 24Q: 3 clusters Score -435438.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -435445.968750 Penalty: 2806.367432
	Iteration 25Q: 3 clusters Score -435446 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -435454.406250 Penalty: 2806.367432
	Iteration 26Q: 3 clusters Score -435454.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -435468.500000 Penalty: 2806.367432
	Iteration 27Q: 3 clusters Score -435468.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -435478.562500 Penalty: 2806.367432
	Iteration 28Q: 3 clusters Score -435478.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -435484.937500 Penalty: 2806.367432
	Iteration 29Q: 3 clusters Score -435484.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -435488.937500 Penalty: 2806.367432
	Iteration 30Q: 3 clusters Score -435488.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -435491.218750 Penalty: 2806.367432
	Iteration 31Q: 3 clusters Score -435491.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -435492.281250 Penalty: 2806.367432
	Iteration 32Q: 3 clusters Score -435492.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -435494.468750 Penalty: 2806.367432
	Iteration 33Q: 3 clusters Score -435494.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -435496.562500 Penalty: 2806.367432
	Iteration 34Q: 3 clusters Score -435496.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -435496.937500 Penalty: 2806.367432
	Iteration 35Q: 3 clusters Score -435496.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -435497.062500 Penalty: 2806.367432
	Iteration 36Q: 3 clusters Score -435497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -435498.906250 Penalty: 2806.367432
	Iteration 37Q: 3 clusters Score -435498.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -435502.312500 Penalty: 2806.367432
	Iteration 38Q: 3 clusters Score -435502.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -435503.937500 Penalty: 2806.367432
	Iteration 39Q: 3 clusters Score -435503.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -435505.031250 Penalty: 2806.367432
	Iteration 40F: 3 clusters Score -435505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -435505.562500 Penalty: 2806.367432
	Iteration 41Q: 3 clusters Score -435505.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -435505.718750 Penalty: 2806.367432
	Iteration 42Q: 3 clusters Score -435505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -435507.343750 Penalty: 2806.367432
	Iteration 43Q: 3 clusters Score -435507.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -435510.031250 Penalty: 2806.367432
	Iteration 44Q: 3 clusters Score -435510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -435511.437500 Penalty: 2806.367432
	Iteration 45Q: 3 clusters Score -435511.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -435513.531250 Penalty: 2806.367432
	Iteration 46Q: 3 clusters Score -435513.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -435514.375000 Penalty: 2806.367432
	Iteration 47Q: 3 clusters Score -435514.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -435515.218750 Penalty: 2806.367432
	Iteration 48Q: 3 clusters Score -435515.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -435515.218750 Penalty: 2806.367432
	Iteration 49F: 3 clusters Score -435515.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109019 members 
Entering Unmasked Estep 
Score: -9498241.000000 Penalty: 1884.882568
	Iteration 0F: 2 clusters Score -9498241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -9425174.000000 Penalty: 3769.765137
	Iteration 0F: 3 clusters Score -9425174 nChanged 52273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49089 members 
Mstep: Class 2 contains 59930 members 
Entering Unmasked Estep 
Score: -9456190.000000 Penalty: 3769.765137
	Iteration 1F: 3 clusters Score -9456190 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45643 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -9458118.000000 Penalty: 3769.765137
	Iteration 2Q: 3 clusters Score -9458118 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 68474 members 
Entering Unmasked Estep 
Score: -9461232.000000 Penalty: 3769.765137
	Iteration 3F: 3 clusters Score -9461232 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 75557 members 
Entering Unmasked Estep 
Score: -9466582.000000 Penalty: 3769.765137
	Iteration 4F: 3 clusters Score -9466582 nChanged 8980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24986 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -9473911.000000 Penalty: 3769.765137
	Iteration 5F: 3 clusters Score -9473911 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -9481971.000000 Penalty: 3769.765137
	Iteration 6F: 3 clusters Score -9481971 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -9488641.000000 Penalty: 3769.765137
	Iteration 7F: 3 clusters Score -9488641 nChanged 4675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 104185 members 
Entering Unmasked Estep 
Score: -9492878.000000 Penalty: 3769.765137
	Iteration 8Q: 3 clusters Score -9492878 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 106574 members 
Entering Unmasked Estep 
Score: -9494855.000000 Penalty: 3769.765137
	Iteration 9Q: 3 clusters Score -9494855 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 107735 members 
Entering Unmasked Estep 
Score: -9495801.000000 Penalty: 3769.765137
	Iteration 10Q: 3 clusters Score -9495801 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 108242 members 
Entering Unmasked Estep 
Score: -9496214.000000 Penalty: 3769.765137
	Iteration 11Q: 3 clusters Score -9496214 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 108453 members 
Entering Unmasked Estep 
Score: -9496333.000000 Penalty: 3769.765137
	Iteration 12Q: 3 clusters Score -9496333 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 108534 members 
Entering Unmasked Estep 
Score: -9496437.000000 Penalty: 3769.765137
	Iteration 13Q: 3 clusters Score -9496437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 108576 members 
Entering Unmasked Estep 
Score: -9496476.000000 Penalty: 3769.765137
	Iteration 14Q: 3 clusters Score -9496476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 108605 members 
Entering Unmasked Estep 
Score: -9496490.000000 Penalty: 3769.765137
	Iteration 15Q: 3 clusters Score -9496490 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 108620 members 
Entering Unmasked Estep 
Score: -9496524.000000 Penalty: 3769.765137
	Iteration 16Q: 3 clusters Score -9496524 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 108637 members 
Entering Unmasked Estep 
Score: -9496550.000000 Penalty: 3769.765137
	Iteration 17Q: 3 clusters Score -9496550 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -9496547.000000 Penalty: 3769.765137
	Iteration 18Q: 3 clusters Score -9496547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 108653 members 
Entering Unmasked Estep 
Score: -9496564.000000 Penalty: 3769.765137
	Iteration 19Q: 3 clusters Score -9496564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 108662 members 
Entering Unmasked Estep 
Score: -9496576.000000 Penalty: 3769.765137
	Iteration 20F: 3 clusters Score -9496576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 108666 members 
Entering Unmasked Estep 
Score: -9496581.000000 Penalty: 3769.765137
	Iteration 21Q: 3 clusters Score -9496581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 108668 members 
Entering Unmasked Estep 
Score: -9496584.000000 Penalty: 3769.765137
	Iteration 22Q: 3 clusters Score -9496584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 108671 members 
Entering Unmasked Estep 
Score: -9496585.000000 Penalty: 3769.765137
	Iteration 23Q: 3 clusters Score -9496585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 108674 members 
Entering Unmasked Estep 
Score: -9496584.000000 Penalty: 3769.765137
	Iteration 24Q: 3 clusters Score -9496584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 108675 members 
Entering Unmasked Estep 
Score: -9496583.000000 Penalty: 3769.765137
	Iteration 25Q: 3 clusters Score -9496583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 108678 members 
Entering Unmasked Estep 
Score: -9496589.000000 Penalty: 3769.765137
	Iteration 26Q: 3 clusters Score -9496589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 108680 members 
Entering Unmasked Estep 
Score: -9496599.000000 Penalty: 3769.765137
	Iteration 27Q: 3 clusters Score -9496599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -9496601.000000 Penalty: 3769.765137
	Iteration 28Q: 3 clusters Score -9496601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 108682 members 
Entering Unmasked Estep 
Score: -9496601.000000 Penalty: 3769.765137
	Iteration 29Q: 3 clusters Score -9496601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -9496606.000000 Penalty: 3769.765137
	Iteration 30Q: 3 clusters Score -9496606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -9496608.000000 Penalty: 3769.765137
	Iteration 31Q: 3 clusters Score -9496608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -9496605.000000 Penalty: 3769.765137
	Iteration 32Q: 3 clusters Score -9496605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -9496605.000000 Penalty: 3769.765137
	Iteration 33F: 3 clusters Score -9496605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Entering Unmasked Estep 
Score: -1130591.750000 Penalty: 1531.793091
	Iteration 0F: 2 clusters Score -1130592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1121868.750000 Penalty: 3063.586182
	Iteration 0F: 3 clusters Score -1121869 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1124726.250000 Penalty: 3063.586182
	Iteration 1F: 3 clusters Score -1124726 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1124960.500000 Penalty: 3063.586182
	Iteration 2F: 3 clusters Score -1124960 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1125185.000000 Penalty: 3063.586182
	Iteration 3Q: 3 clusters Score -1125185 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1125439.125000 Penalty: 3063.586182
	Iteration 4Q: 3 clusters Score -1125439 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1125705.375000 Penalty: 3063.586182
	Iteration 5Q: 3 clusters Score -1125705 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1126015.125000 Penalty: 3063.586182
	Iteration 6Q: 3 clusters Score -1126015 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1126460.125000 Penalty: 3063.586182
	Iteration 7F: 3 clusters Score -1126460 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1127043.375000 Penalty: 3063.586182
	Iteration 8F: 3 clusters Score -1127043 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1127678.000000 Penalty: 3063.586182
	Iteration 9F: 3 clusters Score -1127678 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1128239.250000 Penalty: 3063.586182
	Iteration 10F: 3 clusters Score -1128239 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1128657.375000 Penalty: 3063.586182
	Iteration 11Q: 3 clusters Score -1128657 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1128904.750000 Penalty: 3063.586182
	Iteration 12Q: 3 clusters Score -1128905 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1129025.625000 Penalty: 3063.586182
	Iteration 13Q: 3 clusters Score -1129026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1129116.000000 Penalty: 3063.586182
	Iteration 14Q: 3 clusters Score -1129116 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1129163.125000 Penalty: 3063.586182
	Iteration 15Q: 3 clusters Score -1129163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1129205.500000 Penalty: 3063.586182
	Iteration 16Q: 3 clusters Score -1129206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1129228.000000 Penalty: 3063.586182
	Iteration 17Q: 3 clusters Score -1129228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1129240.500000 Penalty: 3063.586182
	Iteration 18Q: 3 clusters Score -1129240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1129247.750000 Penalty: 3063.586182
	Iteration 19Q: 3 clusters Score -1129248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1129249.625000 Penalty: 3063.586182
	Iteration 20F: 3 clusters Score -1129250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Entering Unmasked Estep 
Score: -2171657.500000 Penalty: 1646.219727
	Iteration 0F: 2 clusters Score -2171658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -2154718.250000 Penalty: 3292.439453
	Iteration 0F: 3 clusters Score -2154718 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2161971.500000 Penalty: 3292.439453
	Iteration 1F: 3 clusters Score -2161972 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2163113.500000 Penalty: 3292.439453
	Iteration 2F: 3 clusters Score -2163114 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2164430.500000 Penalty: 3292.439453
	Iteration 3F: 3 clusters Score -2164430 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2165688.750000 Penalty: 3292.439453
	Iteration 4F: 3 clusters Score -2165689 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2166832.250000 Penalty: 3292.439453
	Iteration 5F: 3 clusters Score -2166832 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2167831.000000 Penalty: 3292.439453
	Iteration 6F: 3 clusters Score -2167831 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -2168668.000000 Penalty: 3292.439453
	Iteration 7F: 3 clusters Score -2168668 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -2169369.750000 Penalty: 3292.439453
	Iteration 8Q: 3 clusters Score -2169370 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2169924.750000 Penalty: 3292.439453
	Iteration 9Q: 3 clusters Score -2169925 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2170424.750000 Penalty: 3292.439453
	Iteration 10Q: 3 clusters Score -2170425 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2170845.750000 Penalty: 3292.439453
	Iteration 11Q: 3 clusters Score -2170846 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -2171151.250000 Penalty: 3292.439453
	Iteration 12Q: 3 clusters Score -2171151 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -2171333.250000 Penalty: 3292.439453
	Iteration 13Q: 3 clusters Score -2171333 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -2171447.000000 Penalty: 3292.439453
	Iteration 14Q: 3 clusters Score -2171447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 22094 members 
Entering Unmasked Estep 
Score: -2171510.250000 Penalty: 3292.439453
	Iteration 15Q: 3 clusters Score -2171510 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -2171547.250000 Penalty: 3292.439453
	Iteration 16Q: 3 clusters Score -2171547 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2171570.250000 Penalty: 3292.439453
	Iteration 17Q: 3 clusters Score -2171570 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -2171583.500000 Penalty: 3292.439453
	Iteration 18Q: 3 clusters Score -2171584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -2171594.750000 Penalty: 3292.439453
	Iteration 19Q: 3 clusters Score -2171595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2171599.000000 Penalty: 3292.439453
	Iteration 20F: 3 clusters Score -2171599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2171598.750000 Penalty: 3292.439453
	Iteration 21Q: 3 clusters Score -2171599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2171604.750000 Penalty: 3292.439453
	Iteration 22Q: 3 clusters Score -2171605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2171611.250000 Penalty: 3292.439453
	Iteration 23Q: 3 clusters Score -2171611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2171612.000000 Penalty: 3292.439453
	Iteration 24Q: 3 clusters Score -2171612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2171612.500000 Penalty: 3292.439453
	Iteration 25Q: 3 clusters Score -2171612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -2171609.250000 Penalty: 3292.439453
	Iteration 26Q: 3 clusters Score -2171609 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2171611.750000 Penalty: 3292.439453
	Iteration 27Q: 3 clusters Score -2171612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -2171611.750000 Penalty: 3292.439453
	Iteration 28F: 3 clusters Score -2171612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Entering Unmasked Estep 
Score: -91785.062500 Penalty: 1165.519043
	Iteration 0F: 2 clusters Score -91785.06 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 660 members 
Entering Unmasked Estep 
Score: -90204.835938 Penalty: 2331.038086
	Iteration 0F: 3 clusters Score -90204.84 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90612.148438 Penalty: 2331.038086
	Iteration 1F: 3 clusters Score -90612.15 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -90780.250000 Penalty: 2331.038086
	Iteration 2F: 3 clusters Score -90780.25 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -90919.320312 Penalty: 2331.038086
	Iteration 3F: 3 clusters Score -90919.32 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -91022.695312 Penalty: 2331.038086
	Iteration 4F: 3 clusters Score -91022.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -91098.851562 Penalty: 2331.038086
	Iteration 5Q: 3 clusters Score -91098.85 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -91144.867188 Penalty: 2331.038086
	Iteration 6Q: 3 clusters Score -91144.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -91175.671875 Penalty: 2331.038086
	Iteration 7Q: 3 clusters Score -91175.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -91199.179688 Penalty: 2331.038086
	Iteration 8Q: 3 clusters Score -91199.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -91215.273438 Penalty: 2331.038086
	Iteration 9Q: 3 clusters Score -91215.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -91222.742188 Penalty: 2331.038086
	Iteration 10Q: 3 clusters Score -91222.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -91230.218750 Penalty: 2331.038086
	Iteration 11Q: 3 clusters Score -91230.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -91238.734375 Penalty: 2331.038086
	Iteration 12Q: 3 clusters Score -91238.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -91242.734375 Penalty: 2331.038086
	Iteration 13Q: 3 clusters Score -91242.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -91244.601562 Penalty: 2331.038086
	Iteration 14Q: 3 clusters Score -91244.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -91247.476562 Penalty: 2331.038086
	Iteration 15Q: 3 clusters Score -91247.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -91250.781250 Penalty: 2331.038086
	Iteration 16Q: 3 clusters Score -91250.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -91256.820312 Penalty: 2331.038086
	Iteration 17Q: 3 clusters Score -91256.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -91257.367188 Penalty: 2331.038086
	Iteration 18Q: 3 clusters Score -91257.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -91258.656250 Penalty: 2331.038086
	Iteration 19Q: 3 clusters Score -91258.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -91259.171875 Penalty: 2331.038086
	Iteration 20F: 3 clusters Score -91259.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -841482.437500 Penalty: 1507.720337
	Iteration 0F: 2 clusters Score -841482.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -833883.062500 Penalty: 3015.440674
	Iteration 0F: 3 clusters Score -833883.1 nChanged 4691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -836691.250000 Penalty: 3015.440674
	Iteration 1F: 3 clusters Score -836691.2 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -837258.562500 Penalty: 3015.440674
	Iteration 2F: 3 clusters Score -837258.6 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -837739.375000 Penalty: 3015.440674
	Iteration 3F: 3 clusters Score -837739.4 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -838130.812500 Penalty: 3015.440674
	Iteration 4F: 3 clusters Score -838130.8 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -838492.750000 Penalty: 3015.440674
	Iteration 5F: 3 clusters Score -838492.8 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -838769.562500 Penalty: 3015.440674
	Iteration 6Q: 3 clusters Score -838769.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -839017.625000 Penalty: 3015.440674
	Iteration 7Q: 3 clusters Score -839017.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -839246.187500 Penalty: 3015.440674
	Iteration 8Q: 3 clusters Score -839246.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -839467.687500 Penalty: 3015.440674
	Iteration 9Q: 3 clusters Score -839467.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -839627.937500 Penalty: 3015.440674
	Iteration 10Q: 3 clusters Score -839627.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -839763.250000 Penalty: 3015.440674
	Iteration 11Q: 3 clusters Score -839763.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -839857.125000 Penalty: 3015.440674
	Iteration 12Q: 3 clusters Score -839857.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -839924.125000 Penalty: 3015.440674
	Iteration 13Q: 3 clusters Score -839924.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -839970.437500 Penalty: 3015.440674
	Iteration 14Q: 3 clusters Score -839970.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -840027.937500 Penalty: 3015.440674
	Iteration 15Q: 3 clusters Score -840027.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -840081.437500 Penalty: 3015.440674
	Iteration 16Q: 3 clusters Score -840081.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -840124.187500 Penalty: 3015.440674
	Iteration 17Q: 3 clusters Score -840124.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -840163.750000 Penalty: 3015.440674
	Iteration 18Q: 3 clusters Score -840163.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -840199.000000 Penalty: 3015.440674
	Iteration 19Q: 3 clusters Score -840199 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -840229.625000 Penalty: 3015.440674
	Iteration 20F: 3 clusters Score -840229.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -840261.500000 Penalty: 3015.440674
	Iteration 21Q: 3 clusters Score -840261.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -840295.562500 Penalty: 3015.440674
	Iteration 22Q: 3 clusters Score -840295.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -840316.875000 Penalty: 3015.440674
	Iteration 23Q: 3 clusters Score -840316.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -840338.500000 Penalty: 3015.440674
	Iteration 24Q: 3 clusters Score -840338.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -840361.375000 Penalty: 3015.440674
	Iteration 25Q: 3 clusters Score -840361.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -840385.562500 Penalty: 3015.440674
	Iteration 26Q: 3 clusters Score -840385.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -840406.937500 Penalty: 3015.440674
	Iteration 27Q: 3 clusters Score -840406.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -840435.062500 Penalty: 3015.440674
	Iteration 28Q: 3 clusters Score -840435.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -840458.687500 Penalty: 3015.440674
	Iteration 29Q: 3 clusters Score -840458.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -840477.750000 Penalty: 3015.440674
	Iteration 30Q: 3 clusters Score -840477.8 nChanged 69
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: -840494.750000 Penalty: 3015.440674
	Iteration 31Q: 3 clusters Score -840494.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -840511.437500 Penalty: 3015.440674
	Iteration 32Q: 3 clusters Score -840511.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -840530.437500 Penalty: 3015.440674
	Iteration 33Q: 3 clusters Score -840530.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -840548.625000 Penalty: 3015.440674
	Iteration 34Q: 3 clusters Score -840548.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -840572.375000 Penalty: 3015.440674
	Iteration 35Q: 3 clusters Score -840572.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -840589.062500 Penalty: 3015.440674
	Iteration 36Q: 3 clusters Score -840589.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -840598.750000 Penalty: 3015.440674
	Iteration 37Q: 3 clusters Score -840598.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -840614.000000 Penalty: 3015.440674
	Iteration 38Q: 3 clusters Score -840614 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -840622.375000 Penalty: 3015.440674
	Iteration 39Q: 3 clusters Score -840622.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -840631.875000 Penalty: 3015.440674
	Iteration 40F: 3 clusters Score -840631.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -840641.187500 Penalty: 3015.440674
	Iteration 41Q: 3 clusters Score -840641.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -840648.187500 Penalty: 3015.440674
	Iteration 42Q: 3 clusters Score -840648.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -840663.312500 Penalty: 3015.440674
	Iteration 43Q: 3 clusters Score -840663.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -840678.437500 Penalty: 3015.440674
	Iteration 44Q: 3 clusters Score -840678.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -840694.750000 Penalty: 3015.440674
	Iteration 45Q: 3 clusters Score -840694.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -840703.875000 Penalty: 3015.440674
	Iteration 46Q: 3 clusters Score -840703.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -840726.062500 Penalty: 3015.440674
	Iteration 47Q: 3 clusters Score -840726.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -840743.562500 Penalty: 3015.440674
	Iteration 48Q: 3 clusters Score -840743.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -840766.562500 Penalty: 3015.440674
	Iteration 49Q: 3 clusters Score -840766.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -840792.125000 Penalty: 3015.440674
	Iteration 50Q: 3 clusters Score -840792.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -840804.375000 Penalty: 3015.440674
	Iteration 51Q: 3 clusters Score -840804.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -840814.312500 Penalty: 3015.440674
	Iteration 52Q: 3 clusters Score -840814.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -840823.312500 Penalty: 3015.440674
	Iteration 53Q: 3 clusters Score -840823.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -840829.937500 Penalty: 3015.440674
	Iteration 54Q: 3 clusters Score -840829.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -840838.250000 Penalty: 3015.440674
	Iteration 55Q: 3 clusters Score -840838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -840847.937500 Penalty: 3015.440674
	Iteration 56Q: 3 clusters Score -840847.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -840858.500000 Penalty: 3015.440674
	Iteration 57Q: 3 clusters Score -840858.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -840867.687500 Penalty: 3015.440674
	Iteration 58Q: 3 clusters Score -840867.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -840873.125000 Penalty: 3015.440674
	Iteration 59Q: 3 clusters Score -840873.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -840882.937500 Penalty: 3015.440674
	Iteration 60F: 3 clusters Score -840882.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -840887.562500 Penalty: 3015.440674
	Iteration 61Q: 3 clusters Score -840887.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -840894.937500 Penalty: 3015.440674
	Iteration 62Q: 3 clusters Score -840894.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -840904.875000 Penalty: 3015.440674
	Iteration 63Q: 3 clusters Score -840904.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -840915.312500 Penalty: 3015.440674
	Iteration 64Q: 3 clusters Score -840915.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -840920.875000 Penalty: 3015.440674
	Iteration 65Q: 3 clusters Score -840920.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -840923.812500 Penalty: 3015.440674
	Iteration 66Q: 3 clusters Score -840923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -840925.750000 Penalty: 3015.440674
	Iteration 67Q: 3 clusters Score -840925.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -840929.437500 Penalty: 3015.440674
	Iteration 68Q: 3 clusters Score -840929.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -840930.000000 Penalty: 3015.440674
	Iteration 69Q: 3 clusters Score -840930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -840930.875000 Penalty: 3015.440674
	Iteration 70Q: 3 clusters Score -840930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -840933.812500 Penalty: 3015.440674
	Iteration 71Q: 3 clusters Score -840933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -840936.062500 Penalty: 3015.440674
	Iteration 72Q: 3 clusters Score -840936.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -840939.937500 Penalty: 3015.440674
	Iteration 73Q: 3 clusters Score -840939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -840941.312500 Penalty: 3015.440674
	Iteration 74Q: 3 clusters Score -840941.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -840945.437500 Penalty: 3015.440674
	Iteration 75Q: 3 clusters Score -840945.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -840954.375000 Penalty: 3015.440674
	Iteration 76Q: 3 clusters Score -840954.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -840957.437500 Penalty: 3015.440674
	Iteration 77Q: 3 clusters Score -840957.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -840961.125000 Penalty: 3015.440674
	Iteration 78Q: 3 clusters Score -840961.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -840960.625000 Penalty: 3015.440674
	Iteration 79Q: 3 clusters Score -840960.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -840966.250000 Penalty: 3015.440674
	Iteration 80F: 3 clusters Score -840966.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -840972.187500 Penalty: 3015.440674
	Iteration 81Q: 3 clusters Score -840972.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -840977.312500 Penalty: 3015.440674
	Iteration 82Q: 3 clusters Score -840977.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -840979.687500 Penalty: 3015.440674
	Iteration 83Q: 3 clusters Score -840979.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -840982.375000 Penalty: 3015.440674
	Iteration 84Q: 3 clusters Score -840982.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -840982.500000 Penalty: 3015.440674
	Iteration 85Q: 3 clusters Score -840982.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -840985.750000 Penalty: 3015.440674
	Iteration 86Q: 3 clusters Score -840985.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -840987.937500 Penalty: 3015.440674
	Iteration 87Q: 3 clusters Score -840987.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -840987.750000 Penalty: 3015.440674
	Iteration 88Q: 3 clusters Score -840987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -840987.750000 Penalty: 3015.440674
	Iteration 89F: 3 clusters Score -840987.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -252425.875000 Penalty: 1301.034790
	Iteration 0F: 2 clusters Score -252425.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -249672.515625 Penalty: 2602.069580
	Iteration 0F: 3 clusters Score -249672.5 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -250570.218750 Penalty: 2602.069580
	Iteration 1F: 3 clusters Score -250570.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -250907.484375 Penalty: 2602.069580
	Iteration 2F: 3 clusters Score -250907.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -251147.250000 Penalty: 2602.069580
	Iteration 3F: 3 clusters Score -251147.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -251375.937500 Penalty: 2602.069580
	Iteration 4F: 3 clusters Score -251375.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -251611.984375 Penalty: 2602.069580
	Iteration 5F: 3 clusters Score -251612 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -251770.890625 Penalty: 2602.069580
	Iteration 6Q: 3 clusters Score -251770.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -251852.265625 Penalty: 2602.069580
	Iteration 7Q: 3 clusters Score -251852.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -251899.000000 Penalty: 2602.069580
	Iteration 8Q: 3 clusters Score -251899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -251926.500000 Penalty: 2602.069580
	Iteration 9Q: 3 clusters Score -251926.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -251942.687500 Penalty: 2602.069580
	Iteration 10Q: 3 clusters Score -251942.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -251953.093750 Penalty: 2602.069580
	Iteration 11Q: 3 clusters Score -251953.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -251962.031250 Penalty: 2602.069580
	Iteration 12Q: 3 clusters Score -251962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -251975.531250 Penalty: 2602.069580
	Iteration 13Q: 3 clusters Score -251975.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -251990.875000 Penalty: 2602.069580
	Iteration 14Q: 3 clusters Score -251990.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -252010.015625 Penalty: 2602.069580
	Iteration 15Q: 3 clusters Score -252010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -252041.718750 Penalty: 2602.069580
	Iteration 16Q: 3 clusters Score -252041.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -252072.484375 Penalty: 2602.069580
	Iteration 17Q: 3 clusters Score -252072.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -252107.468750 Penalty: 2602.069580
	Iteration 18Q: 3 clusters Score -252107.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -252141.765625 Penalty: 2602.069580
	Iteration 19Q: 3 clusters Score -252141.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -252154.125000 Penalty: 2602.069580
	Iteration 20F: 3 clusters Score -252154.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -252158.031250 Penalty: 2602.069580
	Iteration 21Q: 3 clusters Score -252158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -252161.796875 Penalty: 2602.069580
	Iteration 22Q: 3 clusters Score -252161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -252163.437500 Penalty: 2602.069580
	Iteration 23Q: 3 clusters Score -252163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -252164.437500 Penalty: 2602.069580
	Iteration 24Q: 3 clusters Score -252164.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -252164.859375 Penalty: 2602.069580
	Iteration 25Q: 3 clusters Score -252164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -252166.093750 Penalty: 2602.069580
	Iteration 26Q: 3 clusters Score -252166.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -252167.421875 Penalty: 2602.069580
	Iteration 27Q: 3 clusters Score -252167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -252167.828125 Penalty: 2602.069580
	Iteration 28Q: 3 clusters Score -252167.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -252169.609375 Penalty: 2602.069580
	Iteration 29Q: 3 clusters Score -252169.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -252171.031250 Penalty: 2602.069580
	Iteration 30Q: 3 clusters Score -252171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -252172.453125 Penalty: 2602.069580
	Iteration 31Q: 3 clusters Score -252172.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -252173.109375 Penalty: 2602.069580
	Iteration 32Q: 3 clusters Score -252173.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -252173.812500 Penalty: 2602.069580
	Iteration 33Q: 3 clusters Score -252173.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -252173.812500 Penalty: 2602.069580
	Iteration 34F: 3 clusters Score -252173.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Entering Unmasked Estep 
Score: -133961.937500 Penalty: 1202.004150
	Iteration 0F: 2 clusters Score -133961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -132120.453125 Penalty: 2404.008301
	Iteration 0F: 3 clusters Score -132120.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -132676.875000 Penalty: 2404.008301
	Iteration 1F: 3 clusters Score -132676.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -132957.578125 Penalty: 2404.008301
	Iteration 2F: 3 clusters Score -132957.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -133191.171875 Penalty: 2404.008301
	Iteration 3F: 3 clusters Score -133191.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -133424.546875 Penalty: 2404.008301
	Iteration 4F: 3 clusters Score -133424.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -133633.125000 Penalty: 2404.008301
	Iteration 5F: 3 clusters Score -133633.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -133834.437500 Penalty: 2404.008301
	Iteration 6F: 3 clusters Score -133834.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -133977.125000 Penalty: 2404.008301
	Iteration 7Q: 3 clusters Score -133977.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -134094.328125 Penalty: 2404.008301
	Iteration 8Q: 3 clusters Score -134094.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -134181.937500 Penalty: 2404.008301
	Iteration 9Q: 3 clusters Score -134181.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -134247.343750 Penalty: 2404.008301
	Iteration 10Q: 3 clusters Score -134247.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -134315.296875 Penalty: 2404.008301
	Iteration 11Q: 3 clusters Score -134315.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -134399.578125 Penalty: 2404.008301
	Iteration 12Q: 3 clusters Score -134399.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -134478.968750 Penalty: 2404.008301
	Iteration 13Q: 3 clusters Score -134479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -134550.203125 Penalty: 2404.008301
	Iteration 14Q: 3 clusters Score -134550.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -134594.515625 Penalty: 2404.008301
	Iteration 15Q: 3 clusters Score -134594.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -134607.984375 Penalty: 2404.008301
	Iteration 16Q: 3 clusters Score -134608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134609.640625 Penalty: 2404.008301
	Iteration 17Q: 3 clusters Score -134609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -134609.640625 Penalty: 2404.008301
	Iteration 18F: 3 clusters Score -134609.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 647 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 8905 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 984 members 
Entering Unmasked Estep 
Score: -40889040.000000 Penalty: 80853.031250
Splitting cluster 30 changes total score from -40889292.000000 to -40889040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (1217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Entering Unmasked Estep 
Score: -105235.546875 Penalty: 1154.423462
	Iteration 0F: 2 clusters Score -105235.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103649.609375 Penalty: 2308.846924
	Iteration 0F: 3 clusters Score -103649.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -103937.968750 Penalty: 2308.846924
	Iteration 1F: 3 clusters Score -103938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104008.648438 Penalty: 2308.846924
	Iteration 2F: 3 clusters Score -104008.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -104048.195312 Penalty: 2308.846924
	Iteration 3Q: 3 clusters Score -104048.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -104075.687500 Penalty: 2308.846924
	Iteration 4Q: 3 clusters Score -104075.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -104095.023438 Penalty: 2308.846924
	Iteration 5Q: 3 clusters Score -104095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -104127.203125 Penalty: 2308.846924
	Iteration 6Q: 3 clusters Score -104127.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -104159.476562 Penalty: 2308.846924
	Iteration 7Q: 3 clusters Score -104159.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -104185.562500 Penalty: 2308.846924
	Iteration 8Q: 3 clusters Score -104185.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -104206.265625 Penalty: 2308.846924
	Iteration 9Q: 3 clusters Score -104206.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -104228.851562 Penalty: 2308.846924
	Iteration 10Q: 3 clusters Score -104228.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -104254.539062 Penalty: 2308.846924
	Iteration 11Q: 3 clusters Score -104254.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104273.015625 Penalty: 2308.846924
	Iteration 12Q: 3 clusters Score -104273 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104291.742188 Penalty: 2308.846924
	Iteration 13Q: 3 clusters Score -104291.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104308.007812 Penalty: 2308.846924
	Iteration 14Q: 3 clusters Score -104308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104329.335938 Penalty: 2308.846924
	Iteration 15Q: 3 clusters Score -104329.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -104346.867188 Penalty: 2308.846924
	Iteration 16Q: 3 clusters Score -104346.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -104360.953125 Penalty: 2308.846924
	Iteration 17Q: 3 clusters Score -104361 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -104374.476562 Penalty: 2308.846924
	Iteration 18Q: 3 clusters Score -104374.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104387.796875 Penalty: 2308.846924
	Iteration 19Q: 3 clusters Score -104387.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -104411.164062 Penalty: 2308.846924
	Iteration 20F: 3 clusters Score -104411.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -104452.531250 Penalty: 2308.846924
	Iteration 21Q: 3 clusters Score -104452.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -104480.960938 Penalty: 2308.846924
	Iteration 22Q: 3 clusters Score -104481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -104532.101562 Penalty: 2308.846924
	Iteration 23Q: 3 clusters Score -104532.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -104592.531250 Penalty: 2308.846924
	Iteration 24Q: 3 clusters Score -104592.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -104658.851562 Penalty: 2308.846924
	Iteration 25Q: 3 clusters Score -104658.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -104708.039062 Penalty: 2308.846924
	Iteration 26Q: 3 clusters Score -104708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -104726.851562 Penalty: 2308.846924
	Iteration 27Q: 3 clusters Score -104726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104741.023438 Penalty: 2308.846924
	Iteration 28Q: 3 clusters Score -104741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104755.304688 Penalty: 2308.846924
	Iteration 29Q: 3 clusters Score -104755.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104769.031250 Penalty: 2308.846924
	Iteration 30Q: 3 clusters Score -104769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -104774.015625 Penalty: 2308.846924
	Iteration 31Q: 3 clusters Score -104774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104777.507812 Penalty: 2308.846924
	Iteration 32Q: 3 clusters Score -104777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -104777.507812 Penalty: 2308.846924
	Iteration 33F: 3 clusters Score -104777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (48149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48149 members 
Entering Unmasked Estep 
Score: -4224438.000000 Penalty: 1752.084106
	Iteration 0F: 2 clusters Score -4224438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -4192403.250000 Penalty: 3504.168213
	Iteration 0F: 3 clusters Score -4192403 nChanged 22581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -4205610.000000 Penalty: 3504.168213
	Iteration 1F: 3 clusters Score -4205610 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -4206494.500000 Penalty: 3504.168213
	Iteration 2Q: 3 clusters Score -4206494 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4207663.500000 Penalty: 3504.168213
	Iteration 3Q: 3 clusters Score -4207664 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4209390.000000 Penalty: 3504.168213
	Iteration 4F: 3 clusters Score -4209390 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -4211658.000000 Penalty: 3504.168213
	Iteration 5F: 3 clusters Score -4211658 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4214219.500000 Penalty: 3504.168213
	Iteration 6F: 3 clusters Score -4214220 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -4216572.000000 Penalty: 3504.168213
	Iteration 7F: 3 clusters Score -4216572 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -4218528.500000 Penalty: 3504.168213
	Iteration 8Q: 3 clusters Score -4218528 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -4219924.000000 Penalty: 3504.168213
	Iteration 9Q: 3 clusters Score -4219924 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43433 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -4220923.500000 Penalty: 3504.168213
	Iteration 10Q: 3 clusters Score -4220924 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -4221686.000000 Penalty: 3504.168213
	Iteration 11Q: 3 clusters Score -4221686 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4222204.500000 Penalty: 3504.168213
	Iteration 12Q: 3 clusters Score -4222204 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4222569.500000 Penalty: 3504.168213
	Iteration 13Q: 3 clusters Score -4222570 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45639 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -4222802.500000 Penalty: 3504.168213
	Iteration 14Q: 3 clusters Score -4222802 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4222917.500000 Penalty: 3504.168213
	Iteration 15Q: 3 clusters Score -4222918 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -4222998.000000 Penalty: 3504.168213
	Iteration 16Q: 3 clusters Score -4222998 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46147 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4223067.500000 Penalty: 3504.168213
	Iteration 17Q: 3 clusters Score -4223068 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46237 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -4223129.500000 Penalty: 3504.168213
	Iteration 18Q: 3 clusters Score -4223130 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -4223150.000000 Penalty: 3504.168213
	Iteration 19Q: 3 clusters Score -4223150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46357 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4223169.500000 Penalty: 3504.168213
	Iteration 20F: 3 clusters Score -4223170 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46406 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4223185.000000 Penalty: 3504.168213
	Iteration 21Q: 3 clusters Score -4223185 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46444 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -4223202.000000 Penalty: 3504.168213
	Iteration 22Q: 3 clusters Score -4223202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4223220.500000 Penalty: 3504.168213
	Iteration 23Q: 3 clusters Score -4223220 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -4223222.000000 Penalty: 3504.168213
	Iteration 24Q: 3 clusters Score -4223222 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46535 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4223225.500000 Penalty: 3504.168213
	Iteration 25Q: 3 clusters Score -4223226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -4223234.000000 Penalty: 3504.168213
	Iteration 26Q: 3 clusters Score -4223234 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46556 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4223235.500000 Penalty: 3504.168213
	Iteration 27Q: 3 clusters Score -4223236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4223240.000000 Penalty: 3504.168213
	Iteration 28Q: 3 clusters Score -4223240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46586 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -4223249.000000 Penalty: 3504.168213
	Iteration 29Q: 3 clusters Score -4223249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46599 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4223251.500000 Penalty: 3504.168213
	Iteration 30Q: 3 clusters Score -4223252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46607 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4223253.500000 Penalty: 3504.168213
	Iteration 31Q: 3 clusters Score -4223254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4223254.000000 Penalty: 3504.168213
	Iteration 32Q: 3 clusters Score -4223254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -4223254.500000 Penalty: 3504.168213
	Iteration 33Q: 3 clusters Score -4223254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4223257.000000 Penalty: 3504.168213
	Iteration 34Q: 3 clusters Score -4223257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46618 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4223261.000000 Penalty: 3504.168213
	Iteration 35Q: 3 clusters Score -4223261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4223267.500000 Penalty: 3504.168213
	Iteration 36Q: 3 clusters Score -4223268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -4223261.500000 Penalty: 3504.168213
	Iteration 37Q: 3 clusters Score -4223262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46631 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4223266.500000 Penalty: 3504.168213
	Iteration 38Q: 3 clusters Score -4223266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4223261.500000 Penalty: 3504.168213
	Iteration 39Q: 3 clusters Score -4223262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46628 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4223261.500000 Penalty: 3504.168213
	Iteration 40F: 3 clusters Score -4223262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 3504.168213
	Iteration 41Q: 3 clusters Score -4223259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -4223259.000000 Penalty: 3504.168213
	Iteration 42F: 3 clusters Score -4223259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Entering Unmasked Estep 
Score: -1444679.375000 Penalty: 1579.038208
	Iteration 0F: 2 clusters Score -1444679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1433154.250000 Penalty: 3158.076416
	Iteration 0F: 3 clusters Score -1433154 nChanged 7466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1437445.250000 Penalty: 3158.076416
	Iteration 1F: 3 clusters Score -1437445 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1437903.125000 Penalty: 3158.076416
	Iteration 2F: 3 clusters Score -1437903 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -1438340.375000 Penalty: 3158.076416
	Iteration 3F: 3 clusters Score -1438340 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1438793.875000 Penalty: 3158.076416
	Iteration 4F: 3 clusters Score -1438794 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1439263.250000 Penalty: 3158.076416
	Iteration 5F: 3 clusters Score -1439263 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1439748.750000 Penalty: 3158.076416
	Iteration 6F: 3 clusters Score -1439749 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1440242.375000 Penalty: 3158.076416
	Iteration 7Q: 3 clusters Score -1440242 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1440742.000000 Penalty: 3158.076416
	Iteration 8Q: 3 clusters Score -1440742 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -1441185.875000 Penalty: 3158.076416
	Iteration 9Q: 3 clusters Score -1441186 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1441655.875000 Penalty: 3158.076416
	Iteration 10Q: 3 clusters Score -1441656 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1442192.250000 Penalty: 3158.076416
	Iteration 11Q: 3 clusters Score -1442192 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -1442650.875000 Penalty: 3158.076416
	Iteration 12Q: 3 clusters Score -1442651 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1443033.000000 Penalty: 3158.076416
	Iteration 13Q: 3 clusters Score -1443033 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -1443314.625000 Penalty: 3158.076416
	Iteration 14Q: 3 clusters Score -1443315 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1443476.625000 Penalty: 3158.076416
	Iteration 15Q: 3 clusters Score -1443477 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1443583.000000 Penalty: 3158.076416
	Iteration 16Q: 3 clusters Score -1443583 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1443673.625000 Penalty: 3158.076416
	Iteration 17Q: 3 clusters Score -1443674 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1443726.375000 Penalty: 3158.076416
	Iteration 18Q: 3 clusters Score -1443726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1443772.500000 Penalty: 3158.076416
	Iteration 19Q: 3 clusters Score -1443772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1443792.000000 Penalty: 3158.076416
	Iteration 20F: 3 clusters Score -1443792 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1443805.625000 Penalty: 3158.076416
	Iteration 21Q: 3 clusters Score -1443806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1443815.875000 Penalty: 3158.076416
	Iteration 22Q: 3 clusters Score -1443816 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1443827.375000 Penalty: 3158.076416
	Iteration 23Q: 3 clusters Score -1443827 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1443839.125000 Penalty: 3158.076416
	Iteration 24Q: 3 clusters Score -1443839 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1443853.250000 Penalty: 3158.076416
	Iteration 25Q: 3 clusters Score -1443853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1443866.625000 Penalty: 3158.076416
	Iteration 26Q: 3 clusters Score -1443867 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1443878.250000 Penalty: 3158.076416
	Iteration 27Q: 3 clusters Score -1443878 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1443888.875000 Penalty: 3158.076416
	Iteration 28Q: 3 clusters Score -1443889 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1443891.625000 Penalty: 3158.076416
	Iteration 29Q: 3 clusters Score -1443892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1443903.375000 Penalty: 3158.076416
	Iteration 30Q: 3 clusters Score -1443903 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1443907.625000 Penalty: 3158.076416
	Iteration 31Q: 3 clusters Score -1443908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1443907.750000 Penalty: 3158.076416
	Iteration 32Q: 3 clusters Score -1443908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1443918.250000 Penalty: 3158.076416
	Iteration 33Q: 3 clusters Score -1443918 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -1443926.625000 Penalty: 3158.076416
	Iteration 34Q: 3 clusters Score -1443927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1443931.125000 Penalty: 3158.076416
	Iteration 35Q: 3 clusters Score -1443931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -1443926.125000 Penalty: 3158.076416
	Iteration 36Q: 3 clusters Score -1443926 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1443933.750000 Penalty: 3158.076416
	Iteration 37Q: 3 clusters Score -1443934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1443934.875000 Penalty: 3158.076416
	Iteration 38Q: 3 clusters Score -1443935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -1443939.750000 Penalty: 3158.076416
	Iteration 39Q: 3 clusters Score -1443940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -1443938.500000 Penalty: 3158.076416
	Iteration 40F: 3 clusters Score -1443938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -1443939.125000 Penalty: 3158.076416
	Iteration 41Q: 3 clusters Score -1443939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1443945.500000 Penalty: 3158.076416
	Iteration 42Q: 3 clusters Score -1443946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -1443943.500000 Penalty: 3158.076416
	Iteration 43Q: 3 clusters Score -1443944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1443943.750000 Penalty: 3158.076416
	Iteration 44Q: 3 clusters Score -1443944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1443947.750000 Penalty: 3158.076416
	Iteration 45Q: 3 clusters Score -1443948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1443947.375000 Penalty: 3158.076416
	Iteration 46Q: 3 clusters Score -1443947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1443946.000000 Penalty: 3158.076416
	Iteration 47Q: 3 clusters Score -1443946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1443947.125000 Penalty: 3158.076416
	Iteration 48Q: 3 clusters Score -1443947 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1443948.875000 Penalty: 3158.076416
	Iteration 49Q: 3 clusters Score -1443949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1443947.875000 Penalty: 3158.076416
	Iteration 50Q: 3 clusters Score -1443948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1443950.375000 Penalty: 3158.076416
	Iteration 51Q: 3 clusters Score -1443950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1443954.250000 Penalty: 3158.076416
	Iteration 52Q: 3 clusters Score -1443954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1443953.375000 Penalty: 3158.076416
	Iteration 53Q: 3 clusters Score -1443953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1443954.875000 Penalty: 3158.076416
	Iteration 54Q: 3 clusters Score -1443955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1443956.125000 Penalty: 3158.076416
	Iteration 55Q: 3 clusters Score -1443956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -1443954.875000 Penalty: 3158.076416
	Iteration 56Q: 3 clusters Score -1443955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1443954.250000 Penalty: 3158.076416
	Iteration 57Q: 3 clusters Score -1443954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1443951.750000 Penalty: 3158.076416
	Iteration 58Q: 3 clusters Score -1443952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1443951.750000 Penalty: 3158.076416
	Iteration 59F: 3 clusters Score -1443952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -164386.359375 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -164386.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -162370.828125 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -162370.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -162788.343750 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -162788.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -162889.390625 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -162889.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -162939.312500 Penalty: 2457.871338
	Iteration 3Q: 3 clusters Score -162939.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -162975.093750 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -162975.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -163009.031250 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -163009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -163042.468750 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -163042.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -163071.031250 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -163071 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -163092.515625 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -163092.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -163113.640625 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -163113.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -163134.593750 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -163134.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -163147.796875 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -163147.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -163159.593750 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -163159.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -163177.031250 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -163177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -163195.859375 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -163195.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -163211.140625 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -163211.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -163225.906250 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -163225.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -163237.125000 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -163237.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -163244.515625 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -163244.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -163254.234375 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -163254.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -163263.687500 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -163263.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -163274.843750 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -163274.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -163286.203125 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -163286.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -163302.703125 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -163302.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -163326.734375 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -163326.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -163353.578125 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -163353.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -163379.437500 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -163379.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -163400.125000 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -163400.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -163419.703125 Penalty: 2457.871338
	Iteration 28Q: 3 clusters Score -163419.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -163446.828125 Penalty: 2457.871338
	Iteration 29Q: 3 clusters Score -163446.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -163470.390625 Penalty: 2457.871338
	Iteration 30Q: 3 clusters Score -163470.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -163485.578125 Penalty: 2457.871338
	Iteration 31Q: 3 clusters Score -163485.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -163504.406250 Penalty: 2457.871338
	Iteration 32Q: 3 clusters Score -163504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -163517.203125 Penalty: 2457.871338
	Iteration 33Q: 3 clusters Score -163517.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -163524.015625 Penalty: 2457.871338
	Iteration 34Q: 3 clusters Score -163524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -163532.171875 Penalty: 2457.871338
	Iteration 35Q: 3 clusters Score -163532.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -163539.265625 Penalty: 2457.871338
	Iteration 36Q: 3 clusters Score -163539.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -163550.750000 Penalty: 2457.871338
	Iteration 37Q: 3 clusters Score -163550.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -163560.453125 Penalty: 2457.871338
	Iteration 38Q: 3 clusters Score -163560.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -163570.906250 Penalty: 2457.871338
	Iteration 39Q: 3 clusters Score -163570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -163576.718750 Penalty: 2457.871338
	Iteration 40F: 3 clusters Score -163576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -163580.250000 Penalty: 2457.871338
	Iteration 41Q: 3 clusters Score -163580.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -163582.968750 Penalty: 2457.871338
	Iteration 42Q: 3 clusters Score -163583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -163583.187500 Penalty: 2457.871338
	Iteration 43Q: 3 clusters Score -163583.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -163583.187500 Penalty: 2457.871338
	Iteration 44F: 3 clusters Score -163583.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Entering Unmasked Estep 
Score: -125853.812500 Penalty: 1211.015381
	Iteration 0F: 2 clusters Score -125853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -123968.820312 Penalty: 2422.030762
	Iteration 0F: 3 clusters Score -123968.8 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -124412.078125 Penalty: 2422.030762
	Iteration 1F: 3 clusters Score -124412.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -124563.875000 Penalty: 2422.030762
	Iteration 2F: 3 clusters Score -124563.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -124742.554688 Penalty: 2422.030762
	Iteration 3F: 3 clusters Score -124742.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -124956.476562 Penalty: 2422.030762
	Iteration 4F: 3 clusters Score -124956.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -125127.921875 Penalty: 2422.030762
	Iteration 5F: 3 clusters Score -125127.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -125239.476562 Penalty: 2422.030762
	Iteration 6F: 3 clusters Score -125239.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -125316.867188 Penalty: 2422.030762
	Iteration 7Q: 3 clusters Score -125316.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -125348.257812 Penalty: 2422.030762
	Iteration 8Q: 3 clusters Score -125348.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -125360.679688 Penalty: 2422.030762
	Iteration 9Q: 3 clusters Score -125360.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -125371.234375 Penalty: 2422.030762
	Iteration 10Q: 3 clusters Score -125371.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -125382.242188 Penalty: 2422.030762
	Iteration 11Q: 3 clusters Score -125382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -125388.304688 Penalty: 2422.030762
	Iteration 12Q: 3 clusters Score -125388.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -125400.429688 Penalty: 2422.030762
	Iteration 13Q: 3 clusters Score -125400.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -125411.687500 Penalty: 2422.030762
	Iteration 14Q: 3 clusters Score -125411.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -125431.585938 Penalty: 2422.030762
	Iteration 15Q: 3 clusters Score -125431.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -125450.679688 Penalty: 2422.030762
	Iteration 16Q: 3 clusters Score -125450.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -125466.554688 Penalty: 2422.030762
	Iteration 17Q: 3 clusters Score -125466.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -125482.289062 Penalty: 2422.030762
	Iteration 18Q: 3 clusters Score -125482.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -125500.773438 Penalty: 2422.030762
	Iteration 19Q: 3 clusters Score -125500.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -125515.710938 Penalty: 2422.030762
	Iteration 20F: 3 clusters Score -125515.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -125524.453125 Penalty: 2422.030762
	Iteration 21Q: 3 clusters Score -125524.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -125533.265625 Penalty: 2422.030762
	Iteration 22Q: 3 clusters Score -125533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -125534.593750 Penalty: 2422.030762
	Iteration 23Q: 3 clusters Score -125534.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -125536.046875 Penalty: 2422.030762
	Iteration 24Q: 3 clusters Score -125536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -125541.921875 Penalty: 2422.030762
	Iteration 25Q: 3 clusters Score -125541.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -125550.500000 Penalty: 2422.030762
	Iteration 26Q: 3 clusters Score -125550.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -125565.203125 Penalty: 2422.030762
	Iteration 27Q: 3 clusters Score -125565.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -125581.453125 Penalty: 2422.030762
	Iteration 28Q: 3 clusters Score -125581.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -125595.218750 Penalty: 2422.030762
	Iteration 29Q: 3 clusters Score -125595.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -125611.632812 Penalty: 2422.030762
	Iteration 30Q: 3 clusters Score -125611.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -125627.085938 Penalty: 2422.030762
	Iteration 31Q: 3 clusters Score -125627.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -125645.828125 Penalty: 2422.030762
	Iteration 32Q: 3 clusters Score -125645.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -125660.828125 Penalty: 2422.030762
	Iteration 33Q: 3 clusters Score -125660.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -125677.726562 Penalty: 2422.030762
	Iteration 34Q: 3 clusters Score -125677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -125684.109375 Penalty: 2422.030762
	Iteration 35Q: 3 clusters Score -125684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -125690.023438 Penalty: 2422.030762
	Iteration 36Q: 3 clusters Score -125690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -125693.750000 Penalty: 2422.030762
	Iteration 37Q: 3 clusters Score -125693.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -125700.468750 Penalty: 2422.030762
	Iteration 38Q: 3 clusters Score -125700.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -125702.960938 Penalty: 2422.030762
	Iteration 39Q: 3 clusters Score -125703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -125703.304688 Penalty: 2422.030762
	Iteration 40F: 3 clusters Score -125703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (8905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Entering Unmasked Estep 
Score: -779185.750000 Penalty: 1477.834839
	Iteration 0F: 2 clusters Score -779185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -772682.750000 Penalty: 2955.669678
	Iteration 0F: 3 clusters Score -772682.8 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -774894.250000 Penalty: 2955.669678
	Iteration 1F: 3 clusters Score -774894.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -775422.375000 Penalty: 2955.669678
	Iteration 2F: 3 clusters Score -775422.4 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -775978.750000 Penalty: 2955.669678
	Iteration 3F: 3 clusters Score -775978.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -776522.125000 Penalty: 2955.669678
	Iteration 4F: 3 clusters Score -776522.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -777153.687500 Penalty: 2955.669678
	Iteration 5F: 3 clusters Score -777153.7 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -777817.562500 Penalty: 2955.669678
	Iteration 6F: 3 clusters Score -777817.6 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -778678.000000 Penalty: 2955.669678
	Iteration 7F: 3 clusters Score -778678 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -779548.562500 Penalty: 2955.669678
	Iteration 8F: 3 clusters Score -779548.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -780197.812500 Penalty: 2955.669678
	Iteration 9Q: 3 clusters Score -780197.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -780543.937500 Penalty: 2955.669678
	Iteration 10Q: 3 clusters Score -780543.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -780675.125000 Penalty: 2955.669678
	Iteration 11Q: 3 clusters Score -780675.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -780715.750000 Penalty: 2955.669678
	Iteration 12Q: 3 clusters Score -780715.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -780727.750000 Penalty: 2955.669678
	Iteration 13Q: 3 clusters Score -780727.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -780731.625000 Penalty: 2955.669678
	Iteration 14Q: 3 clusters Score -780731.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -780735.375000 Penalty: 2955.669678
	Iteration 15Q: 3 clusters Score -780735.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -780736.812500 Penalty: 2955.669678
	Iteration 16Q: 3 clusters Score -780736.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -780738.500000 Penalty: 2955.669678
	Iteration 17Q: 3 clusters Score -780738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -780738.875000 Penalty: 2955.669678
	Iteration 18Q: 3 clusters Score -780738.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -780738.750000 Penalty: 2955.669678
	Iteration 19Q: 3 clusters Score -780738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -780738.750000 Penalty: 2955.669678
	Iteration 20F: 3 clusters Score -780738.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 2472 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 6433 members 
Entering Unmasked Estep 
Score: -40890144.000000 Penalty: 80853.031250
Splitting cluster 36 changes total score from -40889292.000000 to -40890144.000000
So it's getting split into cluster 38.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 888 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36206 members 
Mstep: Class 5 contains 14602 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20253 members 
Mstep: Class 8 contains 1731 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 13200 members 
Mstep: Class 21 contains 39614 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5625 members 
Mstep: Class 24 contains 109019 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25099 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1217 members 
Mstep: Class 32 contains 48149 members 
Mstep: Class 33 contains 16600 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 2472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890632.000000 Penalty: 80853.031250
Iteration 119Q: 39 clusters Score -4.089063e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 916 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36238 members 
Mstep: Class 5 contains 14624 members 
Mstep: Class 6 contains 819 members 
Mstep: Class 7 contains 20270 members 
Mstep: Class 8 contains 1740 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19263 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3739 members 
Mstep: Class 15 contains 2223 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1610 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 21 contains 39624 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5641 members 
Mstep: Class 24 contains 109018 members 
Mstep: Class 25 contains 12412 members 
Mstep: Class 26 contains 25097 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 10703 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1631 members 
Mstep: Class 31 contains 1118 members 
Mstep: Class 32 contains 48163 members 
Mstep: Class 33 contains 16606 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 2587 members 
Mstep: Class 37 contains 1975 members 
Mstep: Class 38 contains 6295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891200.000000 Penalty: 80853.031250
Iteration 120F: 39 clusters Score -4.08912e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36154 members 
Mstep: Class 5 contains 14617 members 
Mstep: Class 6 contains 818 members 
Mstep: Class 7 contains 20197 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19260 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 1327 members 
Mstep: Class 14 contains 3738 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1588 members 
Mstep: Class 20 contains 13205 members 
Mstep: Class 21 contains 39633 members 
Mstep: Class 22 contains 8221 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 109018 members 
Mstep: Class 25 contains 12414 members 
Mstep: Class 26 contains 25093 members 
Mstep: Class 27 contains 1306 members 
Mstep: Class 28 contains 10700 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 1003 members 
Mstep: Class 32 contains 48034 members 
Mstep: Class 33 contains 16597 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 2679 members 
Mstep: Class 37 contains 1996 members 
Mstep: Class 38 contains 6645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891628.000000 Penalty: 80853.031250
Iteration 121Q: 39 clusters Score -4.089163e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 953 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36089 members 
Mstep: Class 5 contains 14611 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20124 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3244 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1328 members 
Mstep: Class 14 contains 3737 members 
Mstep: Class 15 contains 2225 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10393 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 13207 members 
Mstep: Class 21 contains 39648 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5608 members 
Mstep: Class 24 contains 109020 members 
Mstep: Class 25 contains 12415 members 
Mstep: Class 26 contains 25092 members 
Mstep: Class 27 contains 1308 members 
Mstep: Class 28 contains 10694 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 910 members 
Mstep: Class 32 contains 47892 members 
Mstep: Class 33 contains 16592 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 2771 members 
Mstep: Class 37 contains 2002 members 
Mstep: Class 38 contains 6933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891904.000000 Penalty: 80853.031250
Iteration 122Q: 39 clusters Score -4.08919e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 976 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 36024 members 
Mstep: Class 5 contains 14622 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 20056 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3246 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 19255 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 3735 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10390 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 13212 members 
Mstep: Class 21 contains 39665 members 
Mstep: Class 22 contains 8227 members 
Mstep: Class 23 contains 5601 members 
Mstep: Class 24 contains 109024 members 
Mstep: Class 25 contains 12417 members 
Mstep: Class 26 contains 25088 members 
Mstep: Class 27 contains 1305 members 
Mstep: Class 28 contains 10692 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 841 members 
Mstep: Class 32 contains 47747 members 
Mstep: Class 33 contains 16594 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 2834 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 7191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892188.000000 Penalty: 80853.031250
Iteration 123Q: 39 clusters Score -4.089219e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1013 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35981 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19992 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3251 members 
Mstep: Class 10 contains 37253 members 
Mstep: Class 11 contains 19252 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1329 members 
Mstep: Class 14 contains 3729 members 
Mstep: Class 15 contains 2230 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 13218 members 
Mstep: Class 21 contains 39679 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5598 members 
Mstep: Class 24 contains 109025 members 
Mstep: Class 25 contains 12418 members 
Mstep: Class 26 contains 25081 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10689 members 
Mstep: Class 29 contains 3000 members 
Mstep: Class 30 contains 1630 members 
Mstep: Class 31 contains 803 members 
Mstep: Class 32 contains 47621 members 
Mstep: Class 33 contains 16593 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 2871 members 
Mstep: Class 37 contains 2008 members 
Mstep: Class 38 contains 7422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892468.000000 Penalty: 80853.031250
Iteration 124Q: 39 clusters Score -4.089247e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1038 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35930 members 
Mstep: Class 5 contains 14611 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 37254 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11610 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3727 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 1493 members 
Mstep: Class 20 contains 13228 members 
Mstep: Class 21 contains 39699 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 23 contains 5589 members 
Mstep: Class 24 contains 109025 members 
Mstep: Class 25 contains 12419 members 
Mstep: Class 26 contains 25082 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10687 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 775 members 
Mstep: Class 32 contains 47503 members 
Mstep: Class 33 contains 16582 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 2908 members 
Mstep: Class 37 contains 2008 members 
Mstep: Class 38 contains 7628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892660.000000 Penalty: 80853.031250
Iteration 125Q: 39 clusters Score -4.089266e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1048 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35882 members 
Mstep: Class 5 contains 14608 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19903 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3252 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11607 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3724 members 
Mstep: Class 15 contains 2233 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10391 members 
Mstep: Class 19 contains 1483 members 
Mstep: Class 20 contains 13238 members 
Mstep: Class 21 contains 39723 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 109027 members 
Mstep: Class 25 contains 12418 members 
Mstep: Class 26 contains 25078 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10681 members 
Mstep: Class 29 contains 3001 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 765 members 
Mstep: Class 32 contains 47393 members 
Mstep: Class 33 contains 16579 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 2939 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 7796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892708.000000 Penalty: 80853.031250
Iteration 126Q: 39 clusters Score -4.089271e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35833 members 
Mstep: Class 5 contains 14613 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19860 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11605 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3718 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2145 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 1475 members 
Mstep: Class 20 contains 13243 members 
Mstep: Class 21 contains 39746 members 
Mstep: Class 22 contains 8225 members 
Mstep: Class 23 contains 5578 members 
Mstep: Class 24 contains 109029 members 
Mstep: Class 25 contains 12419 members 
Mstep: Class 26 contains 25077 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10678 members 
Mstep: Class 29 contains 3002 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 749 members 
Mstep: Class 32 contains 47289 members 
Mstep: Class 33 contains 16577 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 2962 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 7957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892812.000000 Penalty: 80853.031250
Iteration 127Q: 39 clusters Score -4.089281e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35800 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19823 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 9 contains 3263 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11600 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3713 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10394 members 
Mstep: Class 19 contains 1469 members 
Mstep: Class 20 contains 13250 members 
Mstep: Class 21 contains 39761 members 
Mstep: Class 22 contains 8222 members 
Mstep: Class 23 contains 5570 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12424 members 
Mstep: Class 26 contains 25072 members 
Mstep: Class 27 contains 1304 members 
Mstep: Class 28 contains 10676 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 746 members 
Mstep: Class 32 contains 47203 members 
Mstep: Class 33 contains 16576 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1725 members 
Mstep: Class 36 contains 2979 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892832.000000 Penalty: 80853.031250
Iteration 128Q: 39 clusters Score -4.089283e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1055 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35776 members 
Mstep: Class 5 contains 14619 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19790 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1330 members 
Mstep: Class 14 contains 3711 members 
Mstep: Class 15 contains 2234 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2144 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1463 members 
Mstep: Class 20 contains 13254 members 
Mstep: Class 21 contains 39787 members 
Mstep: Class 22 contains 8223 members 
Mstep: Class 23 contains 5568 members 
Mstep: Class 24 contains 109029 members 
Mstep: Class 25 contains 12428 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1305 members 
Mstep: Class 28 contains 10677 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 751 members 
Mstep: Class 32 contains 47120 members 
Mstep: Class 33 contains 16571 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 2993 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 8184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892852.000000 Penalty: 80853.031250
Iteration 129Q: 39 clusters Score -4.089285e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35763 members 
Mstep: Class 5 contains 14620 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19760 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3268 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3705 members 
Mstep: Class 15 contains 2236 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2143 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 1456 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 39811 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5565 members 
Mstep: Class 24 contains 109027 members 
Mstep: Class 25 contains 12428 members 
Mstep: Class 26 contains 25071 members 
Mstep: Class 27 contains 1304 members 
Mstep: Class 28 contains 10675 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 753 members 
Mstep: Class 32 contains 47037 members 
Mstep: Class 33 contains 16563 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 3001 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 8285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892900.000000 Penalty: 80853.031250
Iteration 130Q: 39 clusters Score -4.08929e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35752 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19724 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3271 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1331 members 
Mstep: Class 14 contains 3701 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1451 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39832 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 109029 members 
Mstep: Class 25 contains 12428 members 
Mstep: Class 26 contains 25070 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 3003 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 757 members 
Mstep: Class 32 contains 46963 members 
Mstep: Class 33 contains 16559 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 3008 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892912.000000 Penalty: 80853.031250
Iteration 131Q: 39 clusters Score -4.089291e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35733 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19699 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3274 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3700 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10395 members 
Mstep: Class 19 contains 1449 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39850 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 109030 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 761 members 
Mstep: Class 32 contains 46897 members 
Mstep: Class 33 contains 16555 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 3014 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892916.000000 Penalty: 80853.031250
Iteration 132Q: 39 clusters Score -4.089292e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35724 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19674 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3279 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19254 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3697 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 39867 members 
Mstep: Class 22 contains 8226 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 109030 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25063 members 
Mstep: Class 27 contains 1304 members 
Mstep: Class 28 contains 10674 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 763 members 
Mstep: Class 32 contains 46829 members 
Mstep: Class 33 contains 16550 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 3019 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892964.000000 Penalty: 80853.031250
Iteration 133Q: 39 clusters Score -4.089296e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35721 members 
Mstep: Class 5 contains 14626 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19648 members 
Mstep: Class 8 contains 1737 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11599 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39879 members 
Mstep: Class 22 contains 8228 members 
Mstep: Class 23 contains 5559 members 
Mstep: Class 24 contains 109030 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10671 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 765 members 
Mstep: Class 32 contains 46772 members 
Mstep: Class 33 contains 16544 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 3025 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892924.000000 Penalty: 80853.031250
Iteration 134Q: 39 clusters Score -4.089292e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35709 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19634 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3282 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3692 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39894 members 
Mstep: Class 22 contains 8227 members 
Mstep: Class 23 contains 5554 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25066 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 765 members 
Mstep: Class 32 contains 46724 members 
Mstep: Class 33 contains 16541 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 3029 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892976.000000 Penalty: 80853.031250
Iteration 135Q: 39 clusters Score -4.089298e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35699 members 
Mstep: Class 5 contains 14625 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19619 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3283 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 1448 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39906 members 
Mstep: Class 22 contains 8227 members 
Mstep: Class 23 contains 5556 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25070 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46698 members 
Mstep: Class 33 contains 16537 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1738 members 
Mstep: Class 36 contains 3033 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892936.000000 Penalty: 80853.031250
Iteration 136Q: 39 clusters Score -4.089294e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35702 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3686 members 
Mstep: Class 15 contains 2241 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39911 members 
Mstep: Class 22 contains 8229 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25069 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46674 members 
Mstep: Class 33 contains 16532 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 3036 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893020.000000 Penalty: 80853.031250
Iteration 137Q: 39 clusters Score -4.089302e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35704 members 
Mstep: Class 5 contains 14623 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19601 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3286 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3682 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13257 members 
Mstep: Class 21 contains 39920 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5558 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25068 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46650 members 
Mstep: Class 33 contains 16525 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 3037 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893028.000000 Penalty: 80853.031250
Iteration 138Q: 39 clusters Score -4.089303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19596 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3287 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39921 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10670 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46624 members 
Mstep: Class 33 contains 16523 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 3038 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893108.000000 Penalty: 80853.031250
Iteration 139Q: 39 clusters Score -4.089311e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1057 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35703 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3291 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11598 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3678 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39925 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5560 members 
Mstep: Class 24 contains 109031 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25066 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10668 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46613 members 
Mstep: Class 33 contains 16522 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 3038 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893268.000000 Penalty: 80853.031250
Iteration 140F: 39 clusters Score -4.089327e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1121 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35702 members 
Mstep: Class 5 contains 14627 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 8 contains 1738 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3675 members 
Mstep: Class 15 contains 2237 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 1384 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39928 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25064 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10668 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46596 members 
Mstep: Class 33 contains 16523 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893528.000000 Penalty: 80853.031250
Iteration 141Q: 39 clusters Score -4.089353e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1199 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35701 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19586 members 
Mstep: Class 8 contains 1740 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19253 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3673 members 
Mstep: Class 15 contains 2239 members 
Mstep: Class 16 contains 2114 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 1297 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39930 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25069 members 
Mstep: Class 27 contains 1303 members 
Mstep: Class 28 contains 10667 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46581 members 
Mstep: Class 33 contains 16522 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1741 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2008 members 
Mstep: Class 38 contains 8836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893700.000000 Penalty: 80853.031250
Iteration 142Q: 39 clusters Score -4.08937e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 1250 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35703 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19583 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19256 members 
Mstep: Class 12 contains 11601 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3671 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 2113 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1225 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39929 members 
Mstep: Class 22 contains 8229 members 
Mstep: Class 23 contains 5562 members 
Mstep: Class 24 contains 109032 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25072 members 
Mstep: Class 27 contains 1302 members 
Mstep: Class 28 contains 10668 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1625 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46575 members 
Mstep: Class 33 contains 16520 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2007 members 
Mstep: Class 38 contains 8847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893692.000000 Penalty: 80853.031250
Iteration 143Q: 39 clusters Score -4.089369e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1269 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35707 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19580 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19259 members 
Mstep: Class 12 contains 11603 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3669 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1188 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39925 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5564 members 
Mstep: Class 24 contains 109033 members 
Mstep: Class 25 contains 12430 members 
Mstep: Class 26 contains 25076 members 
Mstep: Class 27 contains 1297 members 
Mstep: Class 28 contains 10666 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1624 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46567 members 
Mstep: Class 33 contains 16516 members 
Mstep: Class 34 contains 1926 members 
Mstep: Class 35 contains 1752 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2007 members 
Mstep: Class 38 contains 8862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893716.000000 Penalty: 80853.031250
Iteration 144Q: 39 clusters Score -4.089372e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1277 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35708 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19579 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19262 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3667 members 
Mstep: Class 15 contains 2254 members 
Mstep: Class 16 contains 2112 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1161 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 39924 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5569 members 
Mstep: Class 24 contains 109035 members 
Mstep: Class 25 contains 12429 members 
Mstep: Class 26 contains 25076 members 
Mstep: Class 27 contains 1293 members 
Mstep: Class 28 contains 10659 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46550 members 
Mstep: Class 33 contains 16515 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893852.000000 Penalty: 80853.031250
Iteration 145Q: 39 clusters Score -4.089385e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1282 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35710 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19578 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 3293 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19264 members 
Mstep: Class 12 contains 11611 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 2260 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1144 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39926 members 
Mstep: Class 22 contains 8230 members 
Mstep: Class 23 contains 5577 members 
Mstep: Class 24 contains 109035 members 
Mstep: Class 25 contains 12431 members 
Mstep: Class 26 contains 25079 members 
Mstep: Class 27 contains 1288 members 
Mstep: Class 28 contains 10653 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1625 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46539 members 
Mstep: Class 33 contains 16515 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893780.000000 Penalty: 80853.031250
Iteration 146Q: 39 clusters Score -4.089378e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35709 members 
Mstep: Class 5 contains 14629 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19266 members 
Mstep: Class 12 contains 11613 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1119 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39925 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5581 members 
Mstep: Class 24 contains 109039 members 
Mstep: Class 25 contains 12432 members 
Mstep: Class 26 contains 25080 members 
Mstep: Class 27 contains 1288 members 
Mstep: Class 28 contains 10648 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46534 members 
Mstep: Class 33 contains 16515 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2004 members 
Mstep: Class 38 contains 8899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893820.000000 Penalty: 80853.031250
Iteration 147Q: 39 clusters Score -4.089382e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35708 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19574 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 15 contains 2267 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1102 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39926 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5588 members 
Mstep: Class 24 contains 109041 members 
Mstep: Class 25 contains 12432 members 
Mstep: Class 26 contains 25080 members 
Mstep: Class 27 contains 1287 members 
Mstep: Class 28 contains 10643 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46529 members 
Mstep: Class 33 contains 16513 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893840.000000 Penalty: 80853.031250
Iteration 148Q: 39 clusters Score -4.089384e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35706 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19571 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19267 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3662 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1092 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39928 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5594 members 
Mstep: Class 24 contains 109041 members 
Mstep: Class 25 contains 12432 members 
Mstep: Class 26 contains 25081 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10641 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1624 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46526 members 
Mstep: Class 33 contains 16512 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 3039 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893872.000000 Penalty: 80853.031250
Iteration 149Q: 39 clusters Score -4.089387e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1287 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35703 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19568 members 
Mstep: Class 8 contains 1748 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2274 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39931 members 
Mstep: Class 22 contains 8231 members 
Mstep: Class 23 contains 5597 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12433 members 
Mstep: Class 26 contains 25080 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10636 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46521 members 
Mstep: Class 33 contains 16510 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 3040 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893836.000000 Penalty: 80853.031250
Iteration 150Q: 39 clusters Score -4.089384e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35698 members 
Mstep: Class 5 contains 14627 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19568 members 
Mstep: Class 8 contains 1750 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1081 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39935 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5599 members 
Mstep: Class 24 contains 109040 members 
Mstep: Class 25 contains 12435 members 
Mstep: Class 26 contains 25078 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10634 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46517 members 
Mstep: Class 33 contains 16508 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 3040 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893840.000000 Penalty: 80853.031250
Iteration 151Q: 39 clusters Score -4.089384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19567 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39936 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5602 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12436 members 
Mstep: Class 26 contains 25075 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46513 members 
Mstep: Class 33 contains 16506 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 3041 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893864.000000 Penalty: 80853.031250
Iteration 152Q: 39 clusters Score -4.089386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35692 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19564 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12437 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46508 members 
Mstep: Class 33 contains 16502 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2003 members 
Mstep: Class 38 contains 8947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893848.000000 Penalty: 80853.031250
Iteration 153Q: 39 clusters Score -4.089385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1286 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35692 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19561 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19268 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1066 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39940 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12438 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1624 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46501 members 
Mstep: Class 33 contains 16500 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893836.000000 Penalty: 80853.031250
Iteration 154Q: 39 clusters Score -4.089384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2276 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39940 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5606 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12438 members 
Mstep: Class 26 contains 25075 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1625 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893860.000000 Penalty: 80853.031250
Iteration 155Q: 39 clusters Score -4.089386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35685 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19558 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1062 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5605 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46498 members 
Mstep: Class 33 contains 16502 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893884.000000 Penalty: 80853.031250
Iteration 156Q: 39 clusters Score -4.089388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1285 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35684 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19557 members 
Mstep: Class 8 contains 1752 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1061 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5607 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46496 members 
Mstep: Class 33 contains 16502 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893900.000000 Penalty: 80853.031250
Iteration 157Q: 39 clusters Score -4.08939e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1283 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35685 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3661 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1060 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46493 members 
Mstep: Class 33 contains 16502 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2005 members 
Mstep: Class 38 contains 8969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893916.000000 Penalty: 80853.031250
Iteration 158Q: 39 clusters Score -4.089392e+07 nChanged 9
Entering ConstructFrom: 
Score: -40893916.000000 Penalty: 80853.031250
Entering ConstructFrom: 
Trying to split cluster 1 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -220228.406250 Penalty: 1280.814819
	Iteration 0F: 2 clusters Score -220228.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -217709.625000 Penalty: 2561.629639
	Iteration 0F: 3 clusters Score -217709.6 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -218438.203125 Penalty: 2561.629639
	Iteration 1F: 3 clusters Score -218438.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -218691.234375 Penalty: 2561.629639
	Iteration 2F: 3 clusters Score -218691.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -218870.671875 Penalty: 2561.629639
	Iteration 3F: 3 clusters Score -218870.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -219019.812500 Penalty: 2561.629639
	Iteration 4F: 3 clusters Score -219019.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -219184.671875 Penalty: 2561.629639
	Iteration 5Q: 3 clusters Score -219184.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -219352.328125 Penalty: 2561.629639
	Iteration 6F: 3 clusters Score -219352.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -219488.859375 Penalty: 2561.629639
	Iteration 7Q: 3 clusters Score -219488.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -219621.093750 Penalty: 2561.629639
	Iteration 8Q: 3 clusters Score -219621.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -219753.359375 Penalty: 2561.629639
	Iteration 9Q: 3 clusters Score -219753.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -219848.640625 Penalty: 2561.629639
	Iteration 10Q: 3 clusters Score -219848.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -219909.765625 Penalty: 2561.629639
	Iteration 11Q: 3 clusters Score -219909.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -219947.296875 Penalty: 2561.629639
	Iteration 12Q: 3 clusters Score -219947.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -219966.390625 Penalty: 2561.629639
	Iteration 13Q: 3 clusters Score -219966.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -219978.703125 Penalty: 2561.629639
	Iteration 14Q: 3 clusters Score -219978.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -219984.328125 Penalty: 2561.629639
	Iteration 15Q: 3 clusters Score -219984.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -219993.328125 Penalty: 2561.629639
	Iteration 16Q: 3 clusters Score -219993.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -219999.671875 Penalty: 2561.629639
	Iteration 17Q: 3 clusters Score -219999.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -220002.234375 Penalty: 2561.629639
	Iteration 18Q: 3 clusters Score -220002.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -220002.234375 Penalty: 2561.629639
	Iteration 19F: 3 clusters Score -220002.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Entering Unmasked Estep 
Score: -105930.351562 Penalty: 1163.131958
	Iteration 0F: 2 clusters Score -105930.4 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 652 members 
Entering Unmasked Estep 
Score: -104311.273438 Penalty: 2326.263916
	Iteration 0F: 3 clusters Score -104311.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -104636.281250 Penalty: 2326.263916
	Iteration 1F: 3 clusters Score -104636.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -104725.125000 Penalty: 2326.263916
	Iteration 2F: 3 clusters Score -104725.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -104796.953125 Penalty: 2326.263916
	Iteration 3Q: 3 clusters Score -104797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -104849.039062 Penalty: 2326.263916
	Iteration 4Q: 3 clusters Score -104849 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -104910.265625 Penalty: 2326.263916
	Iteration 5Q: 3 clusters Score -104910.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -104971.500000 Penalty: 2326.263916
	Iteration 6Q: 3 clusters Score -104971.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -105003.750000 Penalty: 2326.263916
	Iteration 7Q: 3 clusters Score -105003.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -105037.375000 Penalty: 2326.263916
	Iteration 8Q: 3 clusters Score -105037.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -105063.656250 Penalty: 2326.263916
	Iteration 9Q: 3 clusters Score -105063.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -105086.250000 Penalty: 2326.263916
	Iteration 10Q: 3 clusters Score -105086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -105104.898438 Penalty: 2326.263916
	Iteration 11Q: 3 clusters Score -105104.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105110.156250 Penalty: 2326.263916
	Iteration 12Q: 3 clusters Score -105110.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105111.648438 Penalty: 2326.263916
	Iteration 13Q: 3 clusters Score -105111.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -105112.945312 Penalty: 2326.263916
	Iteration 14Q: 3 clusters Score -105112.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -105113.757812 Penalty: 2326.263916
	Iteration 15Q: 3 clusters Score -105113.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -105114.429688 Penalty: 2326.263916
	Iteration 16Q: 3 clusters Score -105114.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105116.015625 Penalty: 2326.263916
	Iteration 17Q: 3 clusters Score -105116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -105116.015625 Penalty: 2326.263916
	Iteration 18F: 3 clusters Score -105116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -297090.250000 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -297090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -294159.406250 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -294159.4 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -294926.500000 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -294926.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -295196.093750 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -295196.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -295400.843750 Penalty: 2641.790039
	Iteration 3F: 3 clusters Score -295400.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -295589.843750 Penalty: 2641.790039
	Iteration 4F: 3 clusters Score -295589.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -295750.312500 Penalty: 2641.790039
	Iteration 5F: 3 clusters Score -295750.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -295866.750000 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -295866.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -295922.375000 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -295922.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -295955.218750 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -295955.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -295975.343750 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -295975.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -295987.312500 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -295987.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -295993.812500 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -295993.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -295999.968750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -296000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -296003.312500 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -296003.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -296006.843750 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -296006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -296010.187500 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -296010.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -296010.750000 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -296010.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -296010.750000 Penalty: 2641.790039
	Iteration 17F: 3 clusters Score -296010.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35686 members 
Entering Unmasked Estep 
Score: -3167511.000000 Penalty: 1703.408447
	Iteration 0F: 2 clusters Score -3167511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -3143682.250000 Penalty: 3406.816895
	Iteration 0F: 3 clusters Score -3143682 nChanged 16435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -3152692.500000 Penalty: 3406.816895
	Iteration 1F: 3 clusters Score -3152692 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3153112.000000 Penalty: 3406.816895
	Iteration 2Q: 3 clusters Score -3153112 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3153584.000000 Penalty: 3406.816895
	Iteration 3Q: 3 clusters Score -3153584 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -3154104.750000 Penalty: 3406.816895
	Iteration 4Q: 3 clusters Score -3154105 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -3154801.250000 Penalty: 3406.816895
	Iteration 5Q: 3 clusters Score -3154801 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -3155695.000000 Penalty: 3406.816895
	Iteration 6Q: 3 clusters Score -3155695 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -3156912.250000 Penalty: 3406.816895
	Iteration 7F: 3 clusters Score -3156912 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -3158414.000000 Penalty: 3406.816895
	Iteration 8F: 3 clusters Score -3158414 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3160043.000000 Penalty: 3406.816895
	Iteration 9F: 3 clusters Score -3160043 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -3161518.000000 Penalty: 3406.816895
	Iteration 10F: 3 clusters Score -3161518 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -3162734.250000 Penalty: 3406.816895
	Iteration 11Q: 3 clusters Score -3162734 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 32482 members 
Entering Unmasked Estep 
Score: -3163710.500000 Penalty: 3406.816895
	Iteration 12Q: 3 clusters Score -3163710 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 33476 members 
Entering Unmasked Estep 
Score: -3164498.000000 Penalty: 3406.816895
	Iteration 13Q: 3 clusters Score -3164498 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
Score: -3165034.500000 Penalty: 3406.816895
	Iteration 14Q: 3 clusters Score -3165034 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -3165385.500000 Penalty: 3406.816895
	Iteration 15Q: 3 clusters Score -3165386 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 34917 members 
Entering Unmasked Estep 
Score: -3165607.750000 Penalty: 3406.816895
	Iteration 16Q: 3 clusters Score -3165608 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3165752.250000 Penalty: 3406.816895
	Iteration 17Q: 3 clusters Score -3165752 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -3165841.500000 Penalty: 3406.816895
	Iteration 18Q: 3 clusters Score -3165842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -3165920.250000 Penalty: 3406.816895
	Iteration 19Q: 3 clusters Score -3165920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -3165971.500000 Penalty: 3406.816895
	Iteration 20F: 3 clusters Score -3165972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -3165999.500000 Penalty: 3406.816895
	Iteration 21Q: 3 clusters Score -3166000 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -3166019.000000 Penalty: 3406.816895
	Iteration 22Q: 3 clusters Score -3166019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -3166043.250000 Penalty: 3406.816895
	Iteration 23Q: 3 clusters Score -3166043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -3166049.000000 Penalty: 3406.816895
	Iteration 24Q: 3 clusters Score -3166049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -3166061.250000 Penalty: 3406.816895
	Iteration 25Q: 3 clusters Score -3166061 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35405 members 
Entering Unmasked Estep 
Score: -3166068.750000 Penalty: 3406.816895
	Iteration 26Q: 3 clusters Score -3166069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -3166069.500000 Penalty: 3406.816895
	Iteration 27Q: 3 clusters Score -3166070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -3166074.750000 Penalty: 3406.816895
	Iteration 28Q: 3 clusters Score -3166075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3166072.500000 Penalty: 3406.816895
	Iteration 29Q: 3 clusters Score -3166072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -3166072.500000 Penalty: 3406.816895
	Iteration 30F: 3 clusters Score -3166072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Entering Unmasked Estep 
Score: -1292554.875000 Penalty: 1558.531982
	Iteration 0F: 2 clusters Score -1292555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1282480.625000 Penalty: 3117.063965
	Iteration 0F: 3 clusters Score -1282481 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1286111.500000 Penalty: 3117.063965
	Iteration 1F: 3 clusters Score -1286112 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1286489.375000 Penalty: 3117.063965
	Iteration 2F: 3 clusters Score -1286489 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -1286858.750000 Penalty: 3117.063965
	Iteration 3F: 3 clusters Score -1286859 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1287215.000000 Penalty: 3117.063965
	Iteration 4F: 3 clusters Score -1287215 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1287606.625000 Penalty: 3117.063965
	Iteration 5F: 3 clusters Score -1287607 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1287984.250000 Penalty: 3117.063965
	Iteration 6F: 3 clusters Score -1287984 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1288371.625000 Penalty: 3117.063965
	Iteration 7Q: 3 clusters Score -1288372 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1288698.250000 Penalty: 3117.063965
	Iteration 8Q: 3 clusters Score -1288698 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1289007.250000 Penalty: 3117.063965
	Iteration 9Q: 3 clusters Score -1289007 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1289318.000000 Penalty: 3117.063965
	Iteration 10Q: 3 clusters Score -1289318 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1289639.125000 Penalty: 3117.063965
	Iteration 11Q: 3 clusters Score -1289639 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -1289905.250000 Penalty: 3117.063965
	Iteration 12Q: 3 clusters Score -1289905 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1290137.500000 Penalty: 3117.063965
	Iteration 13Q: 3 clusters Score -1290138 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1290352.375000 Penalty: 3117.063965
	Iteration 14Q: 3 clusters Score -1290352 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1290535.750000 Penalty: 3117.063965
	Iteration 15Q: 3 clusters Score -1290536 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1290676.125000 Penalty: 3117.063965
	Iteration 16Q: 3 clusters Score -1290676 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1290798.250000 Penalty: 3117.063965
	Iteration 17Q: 3 clusters Score -1290798 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1290878.875000 Penalty: 3117.063965
	Iteration 18Q: 3 clusters Score -1290879 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1290935.375000 Penalty: 3117.063965
	Iteration 19Q: 3 clusters Score -1290935 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1290976.625000 Penalty: 3117.063965
	Iteration 20F: 3 clusters Score -1290977 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1291012.500000 Penalty: 3117.063965
	Iteration 21Q: 3 clusters Score -1291012 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1291049.625000 Penalty: 3117.063965
	Iteration 22Q: 3 clusters Score -1291050 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1291081.750000 Penalty: 3117.063965
	Iteration 23Q: 3 clusters Score -1291082 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1291108.500000 Penalty: 3117.063965
	Iteration 24Q: 3 clusters Score -1291108 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1291130.625000 Penalty: 3117.063965
	Iteration 25Q: 3 clusters Score -1291131 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1291151.000000 Penalty: 3117.063965
	Iteration 26Q: 3 clusters Score -1291151 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1291178.250000 Penalty: 3117.063965
	Iteration 27Q: 3 clusters Score -1291178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1291195.375000 Penalty: 3117.063965
	Iteration 28Q: 3 clusters Score -1291195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1291209.125000 Penalty: 3117.063965
	Iteration 29Q: 3 clusters Score -1291209 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1291218.125000 Penalty: 3117.063965
	Iteration 30Q: 3 clusters Score -1291218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1291224.625000 Penalty: 3117.063965
	Iteration 31Q: 3 clusters Score -1291225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1291234.875000 Penalty: 3117.063965
	Iteration 32Q: 3 clusters Score -1291235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1291237.000000 Penalty: 3117.063965
	Iteration 33Q: 3 clusters Score -1291237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1291242.000000 Penalty: 3117.063965
	Iteration 34Q: 3 clusters Score -1291242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1291245.750000 Penalty: 3117.063965
	Iteration 35Q: 3 clusters Score -1291246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13210 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1291249.000000 Penalty: 3117.063965
	Iteration 36Q: 3 clusters Score -1291249 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1291247.500000 Penalty: 3117.063965
	Iteration 37Q: 3 clusters Score -1291248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1291250.250000 Penalty: 3117.063965
	Iteration 38Q: 3 clusters Score -1291250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1291251.875000 Penalty: 3117.063965
	Iteration 39Q: 3 clusters Score -1291252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1291256.250000 Penalty: 3117.063965
	Iteration 40F: 3 clusters Score -1291256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1291255.375000 Penalty: 3117.063965
	Iteration 41Q: 3 clusters Score -1291255 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1291257.000000 Penalty: 3117.063965
	Iteration 42Q: 3 clusters Score -1291257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1291257.500000 Penalty: 3117.063965
	Iteration 43Q: 3 clusters Score -1291258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1291259.250000 Penalty: 3117.063965
	Iteration 44Q: 3 clusters Score -1291259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1291260.375000 Penalty: 3117.063965
	Iteration 45Q: 3 clusters Score -1291260 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1291262.125000 Penalty: 3117.063965
	Iteration 46Q: 3 clusters Score -1291262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1291262.500000 Penalty: 3117.063965
	Iteration 47Q: 3 clusters Score -1291262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1291262.625000 Penalty: 3117.063965
	Iteration 48Q: 3 clusters Score -1291263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1291263.125000 Penalty: 3117.063965
	Iteration 49Q: 3 clusters Score -1291263 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1291259.500000 Penalty: 3117.063965
	Iteration 50Q: 3 clusters Score -1291260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1291261.875000 Penalty: 3117.063965
	Iteration 51Q: 3 clusters Score -1291262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1291261.500000 Penalty: 3117.063965
	Iteration 52Q: 3 clusters Score -1291262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1291263.375000 Penalty: 3117.063965
	Iteration 53Q: 3 clusters Score -1291263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1291264.375000 Penalty: 3117.063965
	Iteration 54Q: 3 clusters Score -1291264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1291264.750000 Penalty: 3117.063965
	Iteration 55Q: 3 clusters Score -1291265 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1291265.875000 Penalty: 3117.063965
	Iteration 56Q: 3 clusters Score -1291266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1291265.500000 Penalty: 3117.063965
	Iteration 57Q: 3 clusters Score -1291266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1291267.875000 Penalty: 3117.063965
	Iteration 58Q: 3 clusters Score -1291268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1291267.500000 Penalty: 3117.063965
	Iteration 59Q: 3 clusters Score -1291268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1291268.375000 Penalty: 3117.063965
	Iteration 60F: 3 clusters Score -1291268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1291272.125000 Penalty: 3117.063965
	Iteration 61Q: 3 clusters Score -1291272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1291271.375000 Penalty: 3117.063965
	Iteration 62Q: 3 clusters Score -1291271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1291273.375000 Penalty: 3117.063965
	Iteration 63Q: 3 clusters Score -1291273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1291273.875000 Penalty: 3117.063965
	Iteration 64Q: 3 clusters Score -1291274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1291276.000000 Penalty: 3117.063965
	Iteration 65Q: 3 clusters Score -1291276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1291277.250000 Penalty: 3117.063965
	Iteration 66Q: 3 clusters Score -1291277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1291278.000000 Penalty: 3117.063965
	Iteration 67Q: 3 clusters Score -1291278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1291276.500000 Penalty: 3117.063965
	Iteration 68Q: 3 clusters Score -1291276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1291276.375000 Penalty: 3117.063965
	Iteration 69Q: 3 clusters Score -1291276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -1291278.500000 Penalty: 3117.063965
	Iteration 70Q: 3 clusters Score -1291278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1291281.250000 Penalty: 3117.063965
	Iteration 71Q: 3 clusters Score -1291281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1291281.375000 Penalty: 3117.063965
	Iteration 72Q: 3 clusters Score -1291281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1291282.750000 Penalty: 3117.063965
	Iteration 73Q: 3 clusters Score -1291283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1291283.375000 Penalty: 3117.063965
	Iteration 74Q: 3 clusters Score -1291283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -1291284.250000 Penalty: 3117.063965
	Iteration 75Q: 3 clusters Score -1291284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1291284.000000 Penalty: 3117.063965
	Iteration 76Q: 3 clusters Score -1291284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1291282.500000 Penalty: 3117.063965
	Iteration 77Q: 3 clusters Score -1291282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1291284.250000 Penalty: 3117.063965
	Iteration 78Q: 3 clusters Score -1291284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -1291284.375000 Penalty: 3117.063965
	Iteration 79Q: 3 clusters Score -1291284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1291282.875000 Penalty: 3117.063965
	Iteration 80F: 3 clusters Score -1291283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1291284.250000 Penalty: 3117.063965
	Iteration 81Q: 3 clusters Score -1291284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1291286.125000 Penalty: 3117.063965
	Iteration 82Q: 3 clusters Score -1291286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1291287.375000 Penalty: 3117.063965
	Iteration 83Q: 3 clusters Score -1291287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1291287.375000 Penalty: 3117.063965
	Iteration 84F: 3 clusters Score -1291287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -71962.945312 Penalty: 1089.666260
	Iteration 0F: 2 clusters Score -71962.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70634.867188 Penalty: 2179.332520
	Iteration 0F: 3 clusters Score -70634.87 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -70856.117188 Penalty: 2179.332520
	Iteration 1F: 3 clusters Score -70856.12 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -70908.382812 Penalty: 2179.332520
	Iteration 2F: 3 clusters Score -70908.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70927.164062 Penalty: 2179.332520
	Iteration 3Q: 3 clusters Score -70927.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70941.140625 Penalty: 2179.332520
	Iteration 4Q: 3 clusters Score -70941.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70957.671875 Penalty: 2179.332520
	Iteration 5Q: 3 clusters Score -70957.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70964.945312 Penalty: 2179.332520
	Iteration 6Q: 3 clusters Score -70964.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70968.859375 Penalty: 2179.332520
	Iteration 7Q: 3 clusters Score -70968.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70970.851562 Penalty: 2179.332520
	Iteration 8Q: 3 clusters Score -70970.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -70975.664062 Penalty: 2179.332520
	Iteration 9Q: 3 clusters Score -70975.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70979.765625 Penalty: 2179.332520
	Iteration 10Q: 3 clusters Score -70979.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70982.898438 Penalty: 2179.332520
	Iteration 11Q: 3 clusters Score -70982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -70982.898438 Penalty: 2179.332520
	Iteration 12F: 3 clusters Score -70982.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Entering Unmasked Estep 
Score: -1722139.750000 Penalty: 1605.660278
	Iteration 0F: 2 clusters Score -1722140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1708824.375000 Penalty: 3211.320557
	Iteration 0F: 3 clusters Score -1708824 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1713903.625000 Penalty: 3211.320557
	Iteration 1F: 3 clusters Score -1713904 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1714655.250000 Penalty: 3211.320557
	Iteration 2F: 3 clusters Score -1714655 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -1715665.250000 Penalty: 3211.320557
	Iteration 3F: 3 clusters Score -1715665 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1716875.000000 Penalty: 3211.320557
	Iteration 4F: 3 clusters Score -1716875 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1718034.625000 Penalty: 3211.320557
	Iteration 5F: 3 clusters Score -1718035 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1718888.750000 Penalty: 3211.320557
	Iteration 6F: 3 clusters Score -1718889 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1719426.000000 Penalty: 3211.320557
	Iteration 7Q: 3 clusters Score -1719426 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -1719800.000000 Penalty: 3211.320557
	Iteration 8Q: 3 clusters Score -1719800 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -1720073.750000 Penalty: 3211.320557
	Iteration 9Q: 3 clusters Score -1720074 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1720316.250000 Penalty: 3211.320557
	Iteration 10Q: 3 clusters Score -1720316 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1720538.500000 Penalty: 3211.320557
	Iteration 11Q: 3 clusters Score -1720538 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1720754.500000 Penalty: 3211.320557
	Iteration 12Q: 3 clusters Score -1720754 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -1721003.000000 Penalty: 3211.320557
	Iteration 13Q: 3 clusters Score -1721003 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -1721273.125000 Penalty: 3211.320557
	Iteration 14Q: 3 clusters Score -1721273 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1721495.625000 Penalty: 3211.320557
	Iteration 15Q: 3 clusters Score -1721496 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 16320 members 
Entering Unmasked Estep 
Score: -1721722.000000 Penalty: 3211.320557
	Iteration 16Q: 3 clusters Score -1721722 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1721953.125000 Penalty: 3211.320557
	Iteration 17Q: 3 clusters Score -1721953 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1722115.625000 Penalty: 3211.320557
	Iteration 18Q: 3 clusters Score -1722116 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1722190.375000 Penalty: 3211.320557
	Iteration 19Q: 3 clusters Score -1722190 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1722221.875000 Penalty: 3211.320557
	Iteration 20F: 3 clusters Score -1722222 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -1722242.625000 Penalty: 3211.320557
	Iteration 21Q: 3 clusters Score -1722243 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -1722249.625000 Penalty: 3211.320557
	Iteration 22Q: 3 clusters Score -1722250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1722259.625000 Penalty: 3211.320557
	Iteration 23Q: 3 clusters Score -1722260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -1722259.625000 Penalty: 3211.320557
	Iteration 24Q: 3 clusters Score -1722260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1722259.750000 Penalty: 3211.320557
	Iteration 25Q: 3 clusters Score -1722260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1722258.000000 Penalty: 3211.320557
	Iteration 26Q: 3 clusters Score -1722258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -1722258.250000 Penalty: 3211.320557
	Iteration 27Q: 3 clusters Score -1722258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -1722258.250000 Penalty: 3211.320557
	Iteration 28Q: 3 clusters Score -1722258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1722257.250000 Penalty: 3211.320557
	Iteration 29Q: 3 clusters Score -1722257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -1722256.875000 Penalty: 3211.320557
	Iteration 30Q: 3 clusters Score -1722257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -1722262.625000 Penalty: 3211.320557
	Iteration 31Q: 3 clusters Score -1722263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -1722260.250000 Penalty: 3211.320557
	Iteration 32Q: 3 clusters Score -1722260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1722259.875000 Penalty: 3211.320557
	Iteration 33Q: 3 clusters Score -1722260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -1722259.875000 Penalty: 3211.320557
	Iteration 34F: 3 clusters Score -1722260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 2864 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Mstep: Class 39 contains 16691 members 
Entering Unmasked Estep 
Score: -40893384.000000 Penalty: 82980.742188
Splitting cluster 7 changes total score from -40893916.000000 to -40893384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Entering Unmasked Estep 
Score: -143373.218750 Penalty: 1213.726074
	Iteration 0F: 2 clusters Score -143373.2 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 896 members 
Entering Unmasked Estep 
Score: -141420.796875 Penalty: 2427.452148
	Iteration 0F: 3 clusters Score -141420.8 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -141839.375000 Penalty: 2427.452148
	Iteration 1F: 3 clusters Score -141839.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -141984.812500 Penalty: 2427.452148
	Iteration 2F: 3 clusters Score -141984.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -142082.250000 Penalty: 2427.452148
	Iteration 3F: 3 clusters Score -142082.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -142164.421875 Penalty: 2427.452148
	Iteration 4Q: 3 clusters Score -142164.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -142239.406250 Penalty: 2427.452148
	Iteration 5Q: 3 clusters Score -142239.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -142297.468750 Penalty: 2427.452148
	Iteration 6Q: 3 clusters Score -142297.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -142343.125000 Penalty: 2427.452148
	Iteration 7Q: 3 clusters Score -142343.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -142395.203125 Penalty: 2427.452148
	Iteration 8Q: 3 clusters Score -142395.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -142450.343750 Penalty: 2427.452148
	Iteration 9Q: 3 clusters Score -142450.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -142514.609375 Penalty: 2427.452148
	Iteration 10Q: 3 clusters Score -142514.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -142566.953125 Penalty: 2427.452148
	Iteration 11Q: 3 clusters Score -142567 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -142634.953125 Penalty: 2427.452148
	Iteration 12Q: 3 clusters Score -142635 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -142738.875000 Penalty: 2427.452148
	Iteration 13Q: 3 clusters Score -142738.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -142860.171875 Penalty: 2427.452148
	Iteration 14Q: 3 clusters Score -142860.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -142982.421875 Penalty: 2427.452148
	Iteration 15Q: 3 clusters Score -142982.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -143070.546875 Penalty: 2427.452148
	Iteration 16Q: 3 clusters Score -143070.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -143114.796875 Penalty: 2427.452148
	Iteration 17Q: 3 clusters Score -143114.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -143132.546875 Penalty: 2427.452148
	Iteration 18Q: 3 clusters Score -143132.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -143150.718750 Penalty: 2427.452148
	Iteration 19Q: 3 clusters Score -143150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143165.640625 Penalty: 2427.452148
	Iteration 20F: 3 clusters Score -143165.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -143174.421875 Penalty: 2427.452148
	Iteration 21Q: 3 clusters Score -143174.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -143179.218750 Penalty: 2427.452148
	Iteration 22Q: 3 clusters Score -143179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -143182.046875 Penalty: 2427.452148
	Iteration 23Q: 3 clusters Score -143182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -143183.593750 Penalty: 2427.452148
	Iteration 24Q: 3 clusters Score -143183.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143185.515625 Penalty: 2427.452148
	Iteration 25Q: 3 clusters Score -143185.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -143185.515625 Penalty: 2427.452148
	Iteration 26F: 3 clusters Score -143185.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -279248.812500 Penalty: 1316.276245
	Iteration 0F: 2 clusters Score -279248.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -276359.000000 Penalty: 2632.552490
	Iteration 0F: 3 clusters Score -276359 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -277150.562500 Penalty: 2632.552490
	Iteration 1F: 3 clusters Score -277150.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -277350.281250 Penalty: 2632.552490
	Iteration 2F: 3 clusters Score -277350.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -277486.593750 Penalty: 2632.552490
	Iteration 3F: 3 clusters Score -277486.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -277611.812500 Penalty: 2632.552490
	Iteration 4Q: 3 clusters Score -277611.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -277761.000000 Penalty: 2632.552490
	Iteration 5Q: 3 clusters Score -277761 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -277882.031250 Penalty: 2632.552490
	Iteration 6Q: 3 clusters Score -277882 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -277962.468750 Penalty: 2632.552490
	Iteration 7Q: 3 clusters Score -277962.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -278032.156250 Penalty: 2632.552490
	Iteration 8Q: 3 clusters Score -278032.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -278075.625000 Penalty: 2632.552490
	Iteration 9Q: 3 clusters Score -278075.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -278113.625000 Penalty: 2632.552490
	Iteration 10Q: 3 clusters Score -278113.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -278143.750000 Penalty: 2632.552490
	Iteration 11Q: 3 clusters Score -278143.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -278170.656250 Penalty: 2632.552490
	Iteration 12Q: 3 clusters Score -278170.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -278196.375000 Penalty: 2632.552490
	Iteration 13Q: 3 clusters Score -278196.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -278219.406250 Penalty: 2632.552490
	Iteration 14Q: 3 clusters Score -278219.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -278236.375000 Penalty: 2632.552490
	Iteration 15Q: 3 clusters Score -278236.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -278260.500000 Penalty: 2632.552490
	Iteration 16Q: 3 clusters Score -278260.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -278293.156250 Penalty: 2632.552490
	Iteration 17Q: 3 clusters Score -278293.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -278323.500000 Penalty: 2632.552490
	Iteration 18Q: 3 clusters Score -278323.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -278347.500000 Penalty: 2632.552490
	Iteration 19Q: 3 clusters Score -278347.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -278378.187500 Penalty: 2632.552490
	Iteration 20F: 3 clusters Score -278378.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -278418.250000 Penalty: 2632.552490
	Iteration 21Q: 3 clusters Score -278418.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -278444.312500 Penalty: 2632.552490
	Iteration 22Q: 3 clusters Score -278444.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -278469.625000 Penalty: 2632.552490
	Iteration 23Q: 3 clusters Score -278469.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -278490.437500 Penalty: 2632.552490
	Iteration 24Q: 3 clusters Score -278490.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -278508.031250 Penalty: 2632.552490
	Iteration 25Q: 3 clusters Score -278508 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -278525.875000 Penalty: 2632.552490
	Iteration 26Q: 3 clusters Score -278525.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -278543.281250 Penalty: 2632.552490
	Iteration 27Q: 3 clusters Score -278543.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -278556.968750 Penalty: 2632.552490
	Iteration 28Q: 3 clusters Score -278557 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -278565.218750 Penalty: 2632.552490
	Iteration 29Q: 3 clusters Score -278565.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -278575.187500 Penalty: 2632.552490
	Iteration 30Q: 3 clusters Score -278575.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -278586.687500 Penalty: 2632.552490
	Iteration 31Q: 3 clusters Score -278586.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -278593.687500 Penalty: 2632.552490
	Iteration 32Q: 3 clusters Score -278593.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -278597.750000 Penalty: 2632.552490
	Iteration 33Q: 3 clusters Score -278597.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -278601.812500 Penalty: 2632.552490
	Iteration 34Q: 3 clusters Score -278601.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -278603.468750 Penalty: 2632.552490
	Iteration 35Q: 3 clusters Score -278603.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -278603.843750 Penalty: 2632.552490
	Iteration 36Q: 3 clusters Score -278603.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -278603.843750 Penalty: 2632.552490
	Iteration 37F: 3 clusters Score -278603.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Entering Unmasked Estep 
Score: -3285913.250000 Penalty: 1710.413574
	Iteration 0F: 2 clusters Score -3285913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -3260969.250000 Penalty: 3420.827148
	Iteration 0F: 3 clusters Score -3260969 nChanged 17300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3270851.500000 Penalty: 3420.827148
	Iteration 1F: 3 clusters Score -3270852 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -3271661.750000 Penalty: 3420.827148
	Iteration 2F: 3 clusters Score -3271662 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -3272680.500000 Penalty: 3420.827148
	Iteration 3F: 3 clusters Score -3272680 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -3274101.500000 Penalty: 3420.827148
	Iteration 4F: 3 clusters Score -3274102 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -3275823.000000 Penalty: 3420.827148
	Iteration 5F: 3 clusters Score -3275823 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3277728.000000 Penalty: 3420.827148
	Iteration 6F: 3 clusters Score -3277728 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 30314 members 
Entering Unmasked Estep 
Score: -3279500.250000 Penalty: 3420.827148
	Iteration 7F: 3 clusters Score -3279500 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -3281009.250000 Penalty: 3420.827148
	Iteration 8F: 3 clusters Score -3281009 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 33538 members 
Entering Unmasked Estep 
Score: -3282183.750000 Penalty: 3420.827148
	Iteration 9Q: 3 clusters Score -3282184 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -3282998.500000 Penalty: 3420.827148
	Iteration 10Q: 3 clusters Score -3282998 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -3283520.000000 Penalty: 3420.827148
	Iteration 11Q: 3 clusters Score -3283520 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 35748 members 
Entering Unmasked Estep 
Score: -3283832.750000 Penalty: 3420.827148
	Iteration 12Q: 3 clusters Score -3283833 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -3284044.500000 Penalty: 3420.827148
	Iteration 13Q: 3 clusters Score -3284044 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 36243 members 
Entering Unmasked Estep 
Score: -3284171.500000 Penalty: 3420.827148
	Iteration 14Q: 3 clusters Score -3284172 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 36369 members 
Entering Unmasked Estep 
Score: -3284246.250000 Penalty: 3420.827148
	Iteration 15Q: 3 clusters Score -3284246 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -3284305.250000 Penalty: 3420.827148
	Iteration 16Q: 3 clusters Score -3284305 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -3284349.250000 Penalty: 3420.827148
	Iteration 17Q: 3 clusters Score -3284349 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 36557 members 
Entering Unmasked Estep 
Score: -3284387.500000 Penalty: 3420.827148
	Iteration 18Q: 3 clusters Score -3284388 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -3284406.000000 Penalty: 3420.827148
	Iteration 19Q: 3 clusters Score -3284406 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -3284438.500000 Penalty: 3420.827148
	Iteration 20F: 3 clusters Score -3284438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -3284467.750000 Penalty: 3420.827148
	Iteration 21Q: 3 clusters Score -3284468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -3284492.000000 Penalty: 3420.827148
	Iteration 22Q: 3 clusters Score -3284492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 36700 members 
Entering Unmasked Estep 
Score: -3284508.750000 Penalty: 3420.827148
	Iteration 23Q: 3 clusters Score -3284509 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 36719 members 
Entering Unmasked Estep 
Score: -3284519.500000 Penalty: 3420.827148
	Iteration 24Q: 3 clusters Score -3284520 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -3284533.750000 Penalty: 3420.827148
	Iteration 25Q: 3 clusters Score -3284534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 36734 members 
Entering Unmasked Estep 
Score: -3284545.500000 Penalty: 3420.827148
	Iteration 26Q: 3 clusters Score -3284546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284553.500000 Penalty: 3420.827148
	Iteration 27Q: 3 clusters Score -3284554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284557.750000 Penalty: 3420.827148
	Iteration 28Q: 3 clusters Score -3284558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284555.000000 Penalty: 3420.827148
	Iteration 29Q: 3 clusters Score -3284555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284557.000000 Penalty: 3420.827148
	Iteration 30Q: 3 clusters Score -3284557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284555.750000 Penalty: 3420.827148
	Iteration 31Q: 3 clusters Score -3284556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -3284555.750000 Penalty: 3420.827148
	Iteration 32F: 3 clusters Score -3284556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1708879.500000 Penalty: 1603.266113
	Iteration 0F: 2 clusters Score -1708880 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 9546 members 
Entering Unmasked Estep 
Score: -1695755.125000 Penalty: 3206.532227
	Iteration 0F: 3 clusters Score -1695755 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1700664.500000 Penalty: 3206.532227
	Iteration 1F: 3 clusters Score -1700664 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -1701179.125000 Penalty: 3206.532227
	Iteration 2F: 3 clusters Score -1701179 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1701910.375000 Penalty: 3206.532227
	Iteration 3F: 3 clusters Score -1701910 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1702915.500000 Penalty: 3206.532227
	Iteration 4F: 3 clusters Score -1702916 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1704045.375000 Penalty: 3206.532227
	Iteration 5F: 3 clusters Score -1704045 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1704991.250000 Penalty: 3206.532227
	Iteration 6F: 3 clusters Score -1704991 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1705651.000000 Penalty: 3206.532227
	Iteration 7F: 3 clusters Score -1705651 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1706077.875000 Penalty: 3206.532227
	Iteration 8Q: 3 clusters Score -1706078 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1706374.250000 Penalty: 3206.532227
	Iteration 9Q: 3 clusters Score -1706374 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -1706586.000000 Penalty: 3206.532227
	Iteration 10Q: 3 clusters Score -1706586 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1706763.625000 Penalty: 3206.532227
	Iteration 11Q: 3 clusters Score -1706764 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1706919.500000 Penalty: 3206.532227
	Iteration 12Q: 3 clusters Score -1706920 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1707095.250000 Penalty: 3206.532227
	Iteration 13Q: 3 clusters Score -1707095 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1707256.250000 Penalty: 3206.532227
	Iteration 14Q: 3 clusters Score -1707256 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1707391.000000 Penalty: 3206.532227
	Iteration 15Q: 3 clusters Score -1707391 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1707502.125000 Penalty: 3206.532227
	Iteration 16Q: 3 clusters Score -1707502 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1707584.000000 Penalty: 3206.532227
	Iteration 17Q: 3 clusters Score -1707584 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1707676.500000 Penalty: 3206.532227
	Iteration 18Q: 3 clusters Score -1707676 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1707754.875000 Penalty: 3206.532227
	Iteration 19Q: 3 clusters Score -1707755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1707821.250000 Penalty: 3206.532227
	Iteration 20F: 3 clusters Score -1707821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1707875.250000 Penalty: 3206.532227
	Iteration 21Q: 3 clusters Score -1707875 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1707912.125000 Penalty: 3206.532227
	Iteration 22Q: 3 clusters Score -1707912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1707944.000000 Penalty: 3206.532227
	Iteration 23Q: 3 clusters Score -1707944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1707975.625000 Penalty: 3206.532227
	Iteration 24Q: 3 clusters Score -1707976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1707997.875000 Penalty: 3206.532227
	Iteration 25Q: 3 clusters Score -1707998 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1708005.625000 Penalty: 3206.532227
	Iteration 26Q: 3 clusters Score -1708006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1708012.250000 Penalty: 3206.532227
	Iteration 27Q: 3 clusters Score -1708012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1708014.500000 Penalty: 3206.532227
	Iteration 28Q: 3 clusters Score -1708014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1708016.875000 Penalty: 3206.532227
	Iteration 29Q: 3 clusters Score -1708017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1708016.750000 Penalty: 3206.532227
	Iteration 30Q: 3 clusters Score -1708017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1708018.625000 Penalty: 3206.532227
	Iteration 31Q: 3 clusters Score -1708019 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1708018.250000 Penalty: 3206.532227
	Iteration 32Q: 3 clusters Score -1708018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1708019.625000 Penalty: 3206.532227
	Iteration 33Q: 3 clusters Score -1708020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1708018.500000 Penalty: 3206.532227
	Iteration 34Q: 3 clusters Score -1708018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1708018.500000 Penalty: 3206.532227
	Iteration 35F: 3 clusters Score -1708018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Entering Unmasked Estep 
Score: -994950.812500 Penalty: 1521.078491
	Iteration 0F: 2 clusters Score -994950.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -986894.187500 Penalty: 3042.156982
	Iteration 0F: 3 clusters Score -986894.2 nChanged 5060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -990097.750000 Penalty: 3042.156982
	Iteration 1F: 3 clusters Score -990097.8 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -991114.750000 Penalty: 3042.156982
	Iteration 2F: 3 clusters Score -991114.8 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -992156.625000 Penalty: 3042.156982
	Iteration 3F: 3 clusters Score -992156.6 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -992918.437500 Penalty: 3042.156982
	Iteration 4F: 3 clusters Score -992918.4 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -993433.375000 Penalty: 3042.156982
	Iteration 5F: 3 clusters Score -993433.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -993709.500000 Penalty: 3042.156982
	Iteration 6Q: 3 clusters Score -993709.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -993893.500000 Penalty: 3042.156982
	Iteration 7Q: 3 clusters Score -993893.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -994028.750000 Penalty: 3042.156982
	Iteration 8Q: 3 clusters Score -994028.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -994118.000000 Penalty: 3042.156982
	Iteration 9Q: 3 clusters Score -994118 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -994211.187500 Penalty: 3042.156982
	Iteration 10Q: 3 clusters Score -994211.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -994321.125000 Penalty: 3042.156982
	Iteration 11Q: 3 clusters Score -994321.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -994435.625000 Penalty: 3042.156982
	Iteration 12Q: 3 clusters Score -994435.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -994557.250000 Penalty: 3042.156982
	Iteration 13Q: 3 clusters Score -994557.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -994648.000000 Penalty: 3042.156982
	Iteration 14Q: 3 clusters Score -994648 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -994701.937500 Penalty: 3042.156982
	Iteration 15Q: 3 clusters Score -994701.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -994731.375000 Penalty: 3042.156982
	Iteration 16Q: 3 clusters Score -994731.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -994757.000000 Penalty: 3042.156982
	Iteration 17Q: 3 clusters Score -994757 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -994774.125000 Penalty: 3042.156982
	Iteration 18Q: 3 clusters Score -994774.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -994782.437500 Penalty: 3042.156982
	Iteration 19Q: 3 clusters Score -994782.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -994790.500000 Penalty: 3042.156982
	Iteration 20F: 3 clusters Score -994790.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -994795.562500 Penalty: 3042.156982
	Iteration 21Q: 3 clusters Score -994795.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -994801.437500 Penalty: 3042.156982
	Iteration 22Q: 3 clusters Score -994801.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -994804.750000 Penalty: 3042.156982
	Iteration 23Q: 3 clusters Score -994804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -994808.625000 Penalty: 3042.156982
	Iteration 24Q: 3 clusters Score -994808.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -994808.062500 Penalty: 3042.156982
	Iteration 25Q: 3 clusters Score -994808.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -994808.875000 Penalty: 3042.156982
	Iteration 26Q: 3 clusters Score -994808.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -994807.937500 Penalty: 3042.156982
	Iteration 27Q: 3 clusters Score -994807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -994813.500000 Penalty: 3042.156982
	Iteration 28Q: 3 clusters Score -994813.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -994814.062500 Penalty: 3042.156982
	Iteration 29Q: 3 clusters Score -994814.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -994815.312500 Penalty: 3042.156982
	Iteration 30Q: 3 clusters Score -994815.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -994815.375000 Penalty: 3042.156982
	Iteration 31Q: 3 clusters Score -994815.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -994815.125000 Penalty: 3042.156982
	Iteration 32Q: 3 clusters Score -994815.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -994816.750000 Penalty: 3042.156982
	Iteration 33Q: 3 clusters Score -994816.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -994819.312500 Penalty: 3042.156982
	Iteration 34Q: 3 clusters Score -994819.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -994821.125000 Penalty: 3042.156982
	Iteration 35Q: 3 clusters Score -994821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -994822.062500 Penalty: 3042.156982
	Iteration 36Q: 3 clusters Score -994822.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -994824.312500 Penalty: 3042.156982
	Iteration 37Q: 3 clusters Score -994824.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -994825.812500 Penalty: 3042.156982
	Iteration 38Q: 3 clusters Score -994825.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -994828.687500 Penalty: 3042.156982
	Iteration 39Q: 3 clusters Score -994828.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -994827.687500 Penalty: 3042.156982
	Iteration 40F: 3 clusters Score -994827.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -994829.875000 Penalty: 3042.156982
	Iteration 41Q: 3 clusters Score -994829.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -994831.062500 Penalty: 3042.156982
	Iteration 42Q: 3 clusters Score -994831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -994831.562500 Penalty: 3042.156982
	Iteration 43Q: 3 clusters Score -994831.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -994832.937500 Penalty: 3042.156982
	Iteration 44Q: 3 clusters Score -994832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -994833.312500 Penalty: 3042.156982
	Iteration 45Q: 3 clusters Score -994833.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -994835.812500 Penalty: 3042.156982
	Iteration 46Q: 3 clusters Score -994835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -994834.250000 Penalty: 3042.156982
	Iteration 47Q: 3 clusters Score -994834.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -994834.562500 Penalty: 3042.156982
	Iteration 48Q: 3 clusters Score -994834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -994834.875000 Penalty: 3042.156982
	Iteration 49Q: 3 clusters Score -994834.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -994835.562500 Penalty: 3042.156982
	Iteration 50Q: 3 clusters Score -994835.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -994834.500000 Penalty: 3042.156982
	Iteration 51Q: 3 clusters Score -994834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -994834.562500 Penalty: 3042.156982
	Iteration 52Q: 3 clusters Score -994834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -994834.812500 Penalty: 3042.156982
	Iteration 53Q: 3 clusters Score -994834.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -994835.875000 Penalty: 3042.156982
	Iteration 54Q: 3 clusters Score -994835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -994835.875000 Penalty: 3042.156982
	Iteration 55F: 3 clusters Score -994835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -109637.398438 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -109637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -107988.812500 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -107988.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -108325.367188 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -108325.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -108420.515625 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -108420.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -108482.164062 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -108482.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -108546.125000 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -108546.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -108612.968750 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -108613 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -108666.875000 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -108666.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108718.570312 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -108718.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108770.601562 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -108770.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -108830.445312 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -108830.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -108878.000000 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -108878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -108900.906250 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -108900.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108919.226562 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -108919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108939.882812 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -108939.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108954.726562 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -108954.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108961.171875 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -108961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108964.859375 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -108964.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -108967.039062 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -108967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -108970.859375 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -108970.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108974.320312 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -108974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108976.257812 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -108976.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -108979.546875 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -108979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -108980.843750 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -108980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -108983.929688 Penalty: 2338.192139
	Iteration 23Q: 3 clusters Score -108983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -108984.562500 Penalty: 2338.192139
	Iteration 24Q: 3 clusters Score -108984.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -108985.468750 Penalty: 2338.192139
	Iteration 25Q: 3 clusters Score -108985.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -108986.320312 Penalty: 2338.192139
	Iteration 26Q: 3 clusters Score -108986.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108986.992188 Penalty: 2338.192139
	Iteration 27Q: 3 clusters Score -108987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108987.914062 Penalty: 2338.192139
	Iteration 28Q: 3 clusters Score -108987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -108987.914062 Penalty: 2338.192139
	Iteration 29F: 3 clusters Score -108987.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Entering Unmasked Estep 
Score: -313819.781250 Penalty: 1333.303711
	Iteration 0F: 2 clusters Score -313819.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -310675.281250 Penalty: 2666.607422
	Iteration 0F: 3 clusters Score -310675.3 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -311463.187500 Penalty: 2666.607422
	Iteration 1F: 3 clusters Score -311463.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -311692.656250 Penalty: 2666.607422
	Iteration 2F: 3 clusters Score -311692.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -311942.656250 Penalty: 2666.607422
	Iteration 3F: 3 clusters Score -311942.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -312240.593750 Penalty: 2666.607422
	Iteration 4F: 3 clusters Score -312240.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -312474.937500 Penalty: 2666.607422
	Iteration 5F: 3 clusters Score -312474.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -312652.625000 Penalty: 2666.607422
	Iteration 6F: 3 clusters Score -312652.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -312790.531250 Penalty: 2666.607422
	Iteration 7F: 3 clusters Score -312790.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312906.906250 Penalty: 2666.607422
	Iteration 8Q: 3 clusters Score -312906.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -312992.000000 Penalty: 2666.607422
	Iteration 9Q: 3 clusters Score -312992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -313063.906250 Penalty: 2666.607422
	Iteration 10Q: 3 clusters Score -313063.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -313116.656250 Penalty: 2666.607422
	Iteration 11Q: 3 clusters Score -313116.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -313157.656250 Penalty: 2666.607422
	Iteration 12Q: 3 clusters Score -313157.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -313187.906250 Penalty: 2666.607422
	Iteration 13Q: 3 clusters Score -313187.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -313210.187500 Penalty: 2666.607422
	Iteration 14Q: 3 clusters Score -313210.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -313227.312500 Penalty: 2666.607422
	Iteration 15Q: 3 clusters Score -313227.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -313235.906250 Penalty: 2666.607422
	Iteration 16Q: 3 clusters Score -313235.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -313240.343750 Penalty: 2666.607422
	Iteration 17Q: 3 clusters Score -313240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -313244.437500 Penalty: 2666.607422
	Iteration 18Q: 3 clusters Score -313244.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -313250.625000 Penalty: 2666.607422
	Iteration 19Q: 3 clusters Score -313250.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -313257.281250 Penalty: 2666.607422
	Iteration 20F: 3 clusters Score -313257.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -313264.343750 Penalty: 2666.607422
	Iteration 21Q: 3 clusters Score -313264.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -313269.062500 Penalty: 2666.607422
	Iteration 22Q: 3 clusters Score -313269.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -313272.406250 Penalty: 2666.607422
	Iteration 23Q: 3 clusters Score -313272.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -313275.187500 Penalty: 2666.607422
	Iteration 24Q: 3 clusters Score -313275.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -313279.093750 Penalty: 2666.607422
	Iteration 25Q: 3 clusters Score -313279.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -313283.781250 Penalty: 2666.607422
	Iteration 26Q: 3 clusters Score -313283.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -313286.125000 Penalty: 2666.607422
	Iteration 27Q: 3 clusters Score -313286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -313288.156250 Penalty: 2666.607422
	Iteration 28Q: 3 clusters Score -313288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -313288.812500 Penalty: 2666.607422
	Iteration 29Q: 3 clusters Score -313288.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -313289.000000 Penalty: 2666.607422
	Iteration 30Q: 3 clusters Score -313289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -313289.187500 Penalty: 2666.607422
	Iteration 31Q: 3 clusters Score -313289.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -313291.281250 Penalty: 2666.607422
	Iteration 32Q: 3 clusters Score -313291.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -313292.468750 Penalty: 2666.607422
	Iteration 33Q: 3 clusters Score -313292.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -313293.312500 Penalty: 2666.607422
	Iteration 34Q: 3 clusters Score -313293.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -313293.281250 Penalty: 2666.607422
	Iteration 35Q: 3 clusters Score -313293.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -313293.281250 Penalty: 2666.607422
	Iteration 36F: 3 clusters Score -313293.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -175671.578125 Penalty: 1256.224854
	Iteration 0F: 2 clusters Score -175671.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -173442.156250 Penalty: 2512.449707
	Iteration 0F: 3 clusters Score -173442.2 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -174022.796875 Penalty: 2512.449707
	Iteration 1F: 3 clusters Score -174022.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -174193.343750 Penalty: 2512.449707
	Iteration 2F: 3 clusters Score -174193.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174339.359375 Penalty: 2512.449707
	Iteration 3F: 3 clusters Score -174339.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174465.640625 Penalty: 2512.449707
	Iteration 4F: 3 clusters Score -174465.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174559.500000 Penalty: 2512.449707
	Iteration 5Q: 3 clusters Score -174559.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -174636.281250 Penalty: 2512.449707
	Iteration 6Q: 3 clusters Score -174636.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -174683.734375 Penalty: 2512.449707
	Iteration 7Q: 3 clusters Score -174683.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174721.437500 Penalty: 2512.449707
	Iteration 8Q: 3 clusters Score -174721.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -174751.125000 Penalty: 2512.449707
	Iteration 9Q: 3 clusters Score -174751.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174774.515625 Penalty: 2512.449707
	Iteration 10Q: 3 clusters Score -174774.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -174802.296875 Penalty: 2512.449707
	Iteration 11Q: 3 clusters Score -174802.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -174832.687500 Penalty: 2512.449707
	Iteration 12Q: 3 clusters Score -174832.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -174856.562500 Penalty: 2512.449707
	Iteration 13Q: 3 clusters Score -174856.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -174877.296875 Penalty: 2512.449707
	Iteration 14Q: 3 clusters Score -174877.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -174896.265625 Penalty: 2512.449707
	Iteration 15Q: 3 clusters Score -174896.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -174917.062500 Penalty: 2512.449707
	Iteration 16Q: 3 clusters Score -174917.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -174937.687500 Penalty: 2512.449707
	Iteration 17Q: 3 clusters Score -174937.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174951.078125 Penalty: 2512.449707
	Iteration 18Q: 3 clusters Score -174951.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -174963.843750 Penalty: 2512.449707
	Iteration 19Q: 3 clusters Score -174963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -174974.968750 Penalty: 2512.449707
	Iteration 20F: 3 clusters Score -174975 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -174984.906250 Penalty: 2512.449707
	Iteration 21Q: 3 clusters Score -174984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -174992.125000 Penalty: 2512.449707
	Iteration 22Q: 3 clusters Score -174992.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174999.140625 Penalty: 2512.449707
	Iteration 23Q: 3 clusters Score -174999.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -175004.671875 Penalty: 2512.449707
	Iteration 24Q: 3 clusters Score -175004.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -175010.562500 Penalty: 2512.449707
	Iteration 25Q: 3 clusters Score -175010.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -175018.046875 Penalty: 2512.449707
	Iteration 26Q: 3 clusters Score -175018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -175022.734375 Penalty: 2512.449707
	Iteration 27Q: 3 clusters Score -175022.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -175026.703125 Penalty: 2512.449707
	Iteration 28Q: 3 clusters Score -175026.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -175030.343750 Penalty: 2512.449707
	Iteration 29Q: 3 clusters Score -175030.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -175032.843750 Penalty: 2512.449707
	Iteration 30Q: 3 clusters Score -175032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -175034.609375 Penalty: 2512.449707
	Iteration 31Q: 3 clusters Score -175034.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -175035.515625 Penalty: 2512.449707
	Iteration 32Q: 3 clusters Score -175035.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -175035.796875 Penalty: 2512.449707
	Iteration 33Q: 3 clusters Score -175035.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -175035.796875 Penalty: 2512.449707
	Iteration 34F: 3 clusters Score -175035.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Entering Unmasked Estep 
Score: -187519.875000 Penalty: 1243.924072
	Iteration 0F: 2 clusters Score -187519.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -185351.906250 Penalty: 2487.848145
	Iteration 0F: 3 clusters Score -185351.9 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -185826.984375 Penalty: 2487.848145
	Iteration 1F: 3 clusters Score -185827 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -185923.781250 Penalty: 2487.848145
	Iteration 2F: 3 clusters Score -185923.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -185968.328125 Penalty: 2487.848145
	Iteration 3Q: 3 clusters Score -185968.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -185997.937500 Penalty: 2487.848145
	Iteration 4Q: 3 clusters Score -185997.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -186019.968750 Penalty: 2487.848145
	Iteration 5Q: 3 clusters Score -186020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -186031.718750 Penalty: 2487.848145
	Iteration 6Q: 3 clusters Score -186031.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -186042.828125 Penalty: 2487.848145
	Iteration 7Q: 3 clusters Score -186042.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -186057.390625 Penalty: 2487.848145
	Iteration 8Q: 3 clusters Score -186057.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -186066.078125 Penalty: 2487.848145
	Iteration 9Q: 3 clusters Score -186066.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -186073.609375 Penalty: 2487.848145
	Iteration 10Q: 3 clusters Score -186073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -186078.343750 Penalty: 2487.848145
	Iteration 11Q: 3 clusters Score -186078.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -186083.718750 Penalty: 2487.848145
	Iteration 12Q: 3 clusters Score -186083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -186086.281250 Penalty: 2487.848145
	Iteration 13Q: 3 clusters Score -186086.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -186088.593750 Penalty: 2487.848145
	Iteration 14Q: 3 clusters Score -186088.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -186093.343750 Penalty: 2487.848145
	Iteration 15Q: 3 clusters Score -186093.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -186102.453125 Penalty: 2487.848145
	Iteration 16Q: 3 clusters Score -186102.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -186118.015625 Penalty: 2487.848145
	Iteration 17Q: 3 clusters Score -186118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -186136.015625 Penalty: 2487.848145
	Iteration 18Q: 3 clusters Score -186136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -186156.671875 Penalty: 2487.848145
	Iteration 19Q: 3 clusters Score -186156.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -186183.203125 Penalty: 2487.848145
	Iteration 20F: 3 clusters Score -186183.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -186221.218750 Penalty: 2487.848145
	Iteration 21Q: 3 clusters Score -186221.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -186256.140625 Penalty: 2487.848145
	Iteration 22Q: 3 clusters Score -186256.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -186281.765625 Penalty: 2487.848145
	Iteration 23Q: 3 clusters Score -186281.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -186311.515625 Penalty: 2487.848145
	Iteration 24Q: 3 clusters Score -186311.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -186338.375000 Penalty: 2487.848145
	Iteration 25Q: 3 clusters Score -186338.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -186357.828125 Penalty: 2487.848145
	Iteration 26Q: 3 clusters Score -186357.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -186375.828125 Penalty: 2487.848145
	Iteration 27Q: 3 clusters Score -186375.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -186397.140625 Penalty: 2487.848145
	Iteration 28Q: 3 clusters Score -186397.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -186412.687500 Penalty: 2487.848145
	Iteration 29Q: 3 clusters Score -186412.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -186431.046875 Penalty: 2487.848145
	Iteration 30Q: 3 clusters Score -186431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -186447.734375 Penalty: 2487.848145
	Iteration 31Q: 3 clusters Score -186447.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -186461.765625 Penalty: 2487.848145
	Iteration 32Q: 3 clusters Score -186461.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -186472.765625 Penalty: 2487.848145
	Iteration 33Q: 3 clusters Score -186472.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -186483.562500 Penalty: 2487.848145
	Iteration 34Q: 3 clusters Score -186483.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -186494.234375 Penalty: 2487.848145
	Iteration 35Q: 3 clusters Score -186494.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -186501.031250 Penalty: 2487.848145
	Iteration 36Q: 3 clusters Score -186501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -186508.031250 Penalty: 2487.848145
	Iteration 37Q: 3 clusters Score -186508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -186513.187500 Penalty: 2487.848145
	Iteration 38Q: 3 clusters Score -186513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -186518.750000 Penalty: 2487.848145
	Iteration 39Q: 3 clusters Score -186518.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -186521.734375 Penalty: 2487.848145
	Iteration 40F: 3 clusters Score -186521.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -186524.265625 Penalty: 2487.848145
	Iteration 41Q: 3 clusters Score -186524.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -186528.703125 Penalty: 2487.848145
	Iteration 42Q: 3 clusters Score -186528.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -186531.593750 Penalty: 2487.848145
	Iteration 43Q: 3 clusters Score -186531.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -186535.015625 Penalty: 2487.848145
	Iteration 44Q: 3 clusters Score -186535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -186536.031250 Penalty: 2487.848145
	Iteration 45Q: 3 clusters Score -186536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -186536.734375 Penalty: 2487.848145
	Iteration 46Q: 3 clusters Score -186536.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -186537.031250 Penalty: 2487.848145
	Iteration 47Q: 3 clusters Score -186537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -186537.250000 Penalty: 2487.848145
	Iteration 48Q: 3 clusters Score -186537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -186538.000000 Penalty: 2487.848145
	Iteration 49Q: 3 clusters Score -186538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -186539.437500 Penalty: 2487.848145
	Iteration 50Q: 3 clusters Score -186539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -186544.765625 Penalty: 2487.848145
	Iteration 51Q: 3 clusters Score -186544.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -186547.937500 Penalty: 2487.848145
	Iteration 52Q: 3 clusters Score -186547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -186552.718750 Penalty: 2487.848145
	Iteration 53Q: 3 clusters Score -186552.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -186554.640625 Penalty: 2487.848145
	Iteration 54Q: 3 clusters Score -186554.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -186557.718750 Penalty: 2487.848145
	Iteration 55Q: 3 clusters Score -186557.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -186559.453125 Penalty: 2487.848145
	Iteration 56Q: 3 clusters Score -186559.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -186561.218750 Penalty: 2487.848145
	Iteration 57Q: 3 clusters Score -186561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -186562.906250 Penalty: 2487.848145
	Iteration 58Q: 3 clusters Score -186562.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -186568.218750 Penalty: 2487.848145
	Iteration 59Q: 3 clusters Score -186568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -186571.218750 Penalty: 2487.848145
	Iteration 60F: 3 clusters Score -186571.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -186572.250000 Penalty: 2487.848145
	Iteration 61Q: 3 clusters Score -186572.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -186572.250000 Penalty: 2487.848145
	Iteration 62F: 3 clusters Score -186572.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -173654.703125 Penalty: 1246.141113
	Iteration 0F: 2 clusters Score -173654.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -171458.296875 Penalty: 2492.282227
	Iteration 0F: 3 clusters Score -171458.3 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172040.828125 Penalty: 2492.282227
	Iteration 1F: 3 clusters Score -172040.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -172282.203125 Penalty: 2492.282227
	Iteration 2F: 3 clusters Score -172282.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -172613.328125 Penalty: 2492.282227
	Iteration 3F: 3 clusters Score -172613.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -172979.437500 Penalty: 2492.282227
	Iteration 4F: 3 clusters Score -172979.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -173225.125000 Penalty: 2492.282227
	Iteration 5F: 3 clusters Score -173225.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -173395.000000 Penalty: 2492.282227
	Iteration 6F: 3 clusters Score -173395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -173490.750000 Penalty: 2492.282227
	Iteration 7Q: 3 clusters Score -173490.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -173551.140625 Penalty: 2492.282227
	Iteration 8Q: 3 clusters Score -173551.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -173595.078125 Penalty: 2492.282227
	Iteration 9Q: 3 clusters Score -173595.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -173618.375000 Penalty: 2492.282227
	Iteration 10Q: 3 clusters Score -173618.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -173631.843750 Penalty: 2492.282227
	Iteration 11Q: 3 clusters Score -173631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -173634.812500 Penalty: 2492.282227
	Iteration 12Q: 3 clusters Score -173634.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -173641.515625 Penalty: 2492.282227
	Iteration 13Q: 3 clusters Score -173641.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -173647.125000 Penalty: 2492.282227
	Iteration 14Q: 3 clusters Score -173647.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -173650.078125 Penalty: 2492.282227
	Iteration 15Q: 3 clusters Score -173650.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -173650.750000 Penalty: 2492.282227
	Iteration 16Q: 3 clusters Score -173650.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -173650.640625 Penalty: 2492.282227
	Iteration 17Q: 3 clusters Score -173650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -173650.640625 Penalty: 2492.282227
	Iteration 18F: 3 clusters Score -173650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Entering Unmasked Estep 
Score: -899701.187500 Penalty: 1503.100464
	Iteration 0F: 2 clusters Score -899701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -892292.687500 Penalty: 3006.200928
	Iteration 0F: 3 clusters Score -892292.7 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -894804.750000 Penalty: 3006.200928
	Iteration 1F: 3 clusters Score -894804.8 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -895172.812500 Penalty: 3006.200928
	Iteration 2F: 3 clusters Score -895172.8 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -895665.625000 Penalty: 3006.200928
	Iteration 3F: 3 clusters Score -895665.6 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -896297.250000 Penalty: 3006.200928
	Iteration 4F: 3 clusters Score -896297.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -896900.500000 Penalty: 3006.200928
	Iteration 5F: 3 clusters Score -896900.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -897539.500000 Penalty: 3006.200928
	Iteration 6F: 3 clusters Score -897539.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -898138.062500 Penalty: 3006.200928
	Iteration 7F: 3 clusters Score -898138.1 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -898594.187500 Penalty: 3006.200928
	Iteration 8F: 3 clusters Score -898594.2 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -898936.187500 Penalty: 3006.200928
	Iteration 9Q: 3 clusters Score -898936.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -899230.187500 Penalty: 3006.200928
	Iteration 10Q: 3 clusters Score -899230.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -899457.437500 Penalty: 3006.200928
	Iteration 11Q: 3 clusters Score -899457.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -899588.562500 Penalty: 3006.200928
	Iteration 12Q: 3 clusters Score -899588.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -899661.812500 Penalty: 3006.200928
	Iteration 13Q: 3 clusters Score -899661.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -899699.000000 Penalty: 3006.200928
	Iteration 14Q: 3 clusters Score -899699 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -899721.312500 Penalty: 3006.200928
	Iteration 15Q: 3 clusters Score -899721.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -899734.500000 Penalty: 3006.200928
	Iteration 16Q: 3 clusters Score -899734.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -899754.875000 Penalty: 3006.200928
	Iteration 17Q: 3 clusters Score -899754.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -899763.875000 Penalty: 3006.200928
	Iteration 18Q: 3 clusters Score -899763.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -899769.562500 Penalty: 3006.200928
	Iteration 19Q: 3 clusters Score -899769.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -899774.375000 Penalty: 3006.200928
	Iteration 20F: 3 clusters Score -899774.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -899776.562500 Penalty: 3006.200928
	Iteration 21Q: 3 clusters Score -899776.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -899782.437500 Penalty: 3006.200928
	Iteration 22Q: 3 clusters Score -899782.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -899785.250000 Penalty: 3006.200928
	Iteration 23Q: 3 clusters Score -899785.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -899788.625000 Penalty: 3006.200928
	Iteration 24Q: 3 clusters Score -899788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -899789.687500 Penalty: 3006.200928
	Iteration 25Q: 3 clusters Score -899789.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -899789.750000 Penalty: 3006.200928
	Iteration 26Q: 3 clusters Score -899789.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -899791.125000 Penalty: 3006.200928
	Iteration 27Q: 3 clusters Score -899791.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -899791.687500 Penalty: 3006.200928
	Iteration 28Q: 3 clusters Score -899791.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -899793.062500 Penalty: 3006.200928
	Iteration 29Q: 3 clusters Score -899793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -899792.437500 Penalty: 3006.200928
	Iteration 30Q: 3 clusters Score -899792.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -899792.500000 Penalty: 3006.200928
	Iteration 31Q: 3 clusters Score -899792.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -899793.437500 Penalty: 3006.200928
	Iteration 32Q: 3 clusters Score -899793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -899793.437500 Penalty: 3006.200928
	Iteration 33F: 3 clusters Score -899793.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 7494 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Mstep: Class 39 contains 2909 members 
Entering Unmasked Estep 
Score: -40893356.000000 Penalty: 82980.742188
Splitting cluster 18 changes total score from -40893916.000000 to -40893356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (1058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Entering Unmasked Estep 
Score: -74400.546875 Penalty: 1131.671997
	Iteration 0F: 2 clusters Score -74400.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -72976.085938 Penalty: 2263.343994
	Iteration 0F: 3 clusters Score -72976.09 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -73476.812500 Penalty: 2263.343994
	Iteration 1F: 3 clusters Score -73476.81 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -73744.539062 Penalty: 2263.343994
	Iteration 2F: 3 clusters Score -73744.54 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -73977.828125 Penalty: 2263.343994
	Iteration 3F: 3 clusters Score -73977.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -74159.812500 Penalty: 2263.343994
	Iteration 4F: 3 clusters Score -74159.81 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -74257.179688 Penalty: 2263.343994
	Iteration 5Q: 3 clusters Score -74257.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -74299.648438 Penalty: 2263.343994
	Iteration 6Q: 3 clusters Score -74299.65 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -74326.664062 Penalty: 2263.343994
	Iteration 7Q: 3 clusters Score -74326.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -74332.828125 Penalty: 2263.343994
	Iteration 8Q: 3 clusters Score -74332.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -74333.757812 Penalty: 2263.343994
	Iteration 9Q: 3 clusters Score -74333.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -74335.125000 Penalty: 2263.343994
	Iteration 10Q: 3 clusters Score -74335.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74335.992188 Penalty: 2263.343994
	Iteration 11Q: 3 clusters Score -74335.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -74335.992188 Penalty: 2263.343994
	Iteration 12F: 3 clusters Score -74335.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Entering Unmasked Estep 
Score: -1148841.375000 Penalty: 1542.532349
	Iteration 0F: 2 clusters Score -1148841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1139659.375000 Penalty: 3085.064697
	Iteration 0F: 3 clusters Score -1139659 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1142778.000000 Penalty: 3085.064697
	Iteration 1F: 3 clusters Score -1142778 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1143112.625000 Penalty: 3085.064697
	Iteration 2F: 3 clusters Score -1143113 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1143417.250000 Penalty: 3085.064697
	Iteration 3F: 3 clusters Score -1143417 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1143713.875000 Penalty: 3085.064697
	Iteration 4Q: 3 clusters Score -1143714 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1144031.750000 Penalty: 3085.064697
	Iteration 5Q: 3 clusters Score -1144032 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1144302.750000 Penalty: 3085.064697
	Iteration 6Q: 3 clusters Score -1144303 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1144557.750000 Penalty: 3085.064697
	Iteration 7Q: 3 clusters Score -1144558 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1144822.125000 Penalty: 3085.064697
	Iteration 8Q: 3 clusters Score -1144822 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1145093.250000 Penalty: 3085.064697
	Iteration 9Q: 3 clusters Score -1145093 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1145400.125000 Penalty: 3085.064697
	Iteration 10Q: 3 clusters Score -1145400 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1145799.625000 Penalty: 3085.064697
	Iteration 11Q: 3 clusters Score -1145800 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1146294.500000 Penalty: 3085.064697
	Iteration 12Q: 3 clusters Score -1146294 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1146818.500000 Penalty: 3085.064697
	Iteration 13Q: 3 clusters Score -1146818 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1147278.125000 Penalty: 3085.064697
	Iteration 14Q: 3 clusters Score -1147278 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1147640.500000 Penalty: 3085.064697
	Iteration 15Q: 3 clusters Score -1147640 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1147835.250000 Penalty: 3085.064697
	Iteration 16Q: 3 clusters Score -1147835 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1147948.625000 Penalty: 3085.064697
	Iteration 17Q: 3 clusters Score -1147949 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1148054.500000 Penalty: 3085.064697
	Iteration 18Q: 3 clusters Score -1148054 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1148161.625000 Penalty: 3085.064697
	Iteration 19Q: 3 clusters Score -1148162 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1148262.250000 Penalty: 3085.064697
	Iteration 20F: 3 clusters Score -1148262 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1148347.750000 Penalty: 3085.064697
	Iteration 21Q: 3 clusters Score -1148348 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -1148399.000000 Penalty: 3085.064697
	Iteration 22Q: 3 clusters Score -1148399 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -1148443.375000 Penalty: 3085.064697
	Iteration 23Q: 3 clusters Score -1148443 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -1148464.875000 Penalty: 3085.064697
	Iteration 24Q: 3 clusters Score -1148465 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1148478.875000 Penalty: 3085.064697
	Iteration 25Q: 3 clusters Score -1148479 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1148488.375000 Penalty: 3085.064697
	Iteration 26Q: 3 clusters Score -1148488 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1148497.625000 Penalty: 3085.064697
	Iteration 27Q: 3 clusters Score -1148498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1148501.875000 Penalty: 3085.064697
	Iteration 28Q: 3 clusters Score -1148502 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1148508.250000 Penalty: 3085.064697
	Iteration 29Q: 3 clusters Score -1148508 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1148515.625000 Penalty: 3085.064697
	Iteration 30Q: 3 clusters Score -1148516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1148514.750000 Penalty: 3085.064697
	Iteration 31Q: 3 clusters Score -1148515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1148520.875000 Penalty: 3085.064697
	Iteration 32Q: 3 clusters Score -1148521 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1148522.250000 Penalty: 3085.064697
	Iteration 33Q: 3 clusters Score -1148522 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1148529.625000 Penalty: 3085.064697
	Iteration 34Q: 3 clusters Score -1148530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1148533.625000 Penalty: 3085.064697
	Iteration 35Q: 3 clusters Score -1148534 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1148536.875000 Penalty: 3085.064697
	Iteration 36Q: 3 clusters Score -1148537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1148537.875000 Penalty: 3085.064697
	Iteration 37Q: 3 clusters Score -1148538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1148540.000000 Penalty: 3085.064697
	Iteration 38Q: 3 clusters Score -1148540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1148540.500000 Penalty: 3085.064697
	Iteration 39Q: 3 clusters Score -1148540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1148543.125000 Penalty: 3085.064697
	Iteration 40F: 3 clusters Score -1148543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1148544.250000 Penalty: 3085.064697
	Iteration 41Q: 3 clusters Score -1148544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -1148542.500000 Penalty: 3085.064697
	Iteration 42Q: 3 clusters Score -1148542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1148542.750000 Penalty: 3085.064697
	Iteration 43Q: 3 clusters Score -1148543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1148545.375000 Penalty: 3085.064697
	Iteration 44Q: 3 clusters Score -1148545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1148546.250000 Penalty: 3085.064697
	Iteration 45Q: 3 clusters Score -1148546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1148546.875000 Penalty: 3085.064697
	Iteration 46Q: 3 clusters Score -1148547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1148549.000000 Penalty: 3085.064697
	Iteration 47Q: 3 clusters Score -1148549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1148548.125000 Penalty: 3085.064697
	Iteration 48Q: 3 clusters Score -1148548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1148548.625000 Penalty: 3085.064697
	Iteration 49Q: 3 clusters Score -1148549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1148549.875000 Penalty: 3085.064697
	Iteration 50Q: 3 clusters Score -1148550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1148551.000000 Penalty: 3085.064697
	Iteration 51Q: 3 clusters Score -1148551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1148551.000000 Penalty: 3085.064697
	Iteration 52F: 3 clusters Score -1148551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Entering Unmasked Estep 
Score: -3564800.500000 Penalty: 1721.713257
	Iteration 0F: 2 clusters Score -3564800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -3538087.250000 Penalty: 3443.426514
	Iteration 0F: 3 clusters Score -3538087 nChanged 18592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -3548434.250000 Penalty: 3443.426514
	Iteration 1F: 3 clusters Score -3548434 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3549153.750000 Penalty: 3443.426514
	Iteration 2Q: 3 clusters Score -3549154 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -3550232.250000 Penalty: 3443.426514
	Iteration 3F: 3 clusters Score -3550232 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -3552035.500000 Penalty: 3443.426514
	Iteration 4F: 3 clusters Score -3552036 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -3554805.500000 Penalty: 3443.426514
	Iteration 5F: 3 clusters Score -3554806 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -3557667.500000 Penalty: 3443.426514
	Iteration 6F: 3 clusters Score -3557668 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3559847.000000 Penalty: 3443.426514
	Iteration 7F: 3 clusters Score -3559847 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -3561212.250000 Penalty: 3443.426514
	Iteration 8Q: 3 clusters Score -3561212 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -3562044.750000 Penalty: 3443.426514
	Iteration 9Q: 3 clusters Score -3562045 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3562570.500000 Penalty: 3443.426514
	Iteration 10Q: 3 clusters Score -3562570 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38634 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3562874.750000 Penalty: 3443.426514
	Iteration 11Q: 3 clusters Score -3562875 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3563071.500000 Penalty: 3443.426514
	Iteration 12Q: 3 clusters Score -3563072 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39037 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3563204.500000 Penalty: 3443.426514
	Iteration 13Q: 3 clusters Score -3563204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39144 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3563299.500000 Penalty: 3443.426514
	Iteration 14Q: 3 clusters Score -3563300 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39205 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3563372.250000 Penalty: 3443.426514
	Iteration 15Q: 3 clusters Score -3563372 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39245 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3563416.750000 Penalty: 3443.426514
	Iteration 16Q: 3 clusters Score -3563417 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39266 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3563442.750000 Penalty: 3443.426514
	Iteration 17Q: 3 clusters Score -3563443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3563468.500000 Penalty: 3443.426514
	Iteration 18Q: 3 clusters Score -3563468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39306 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3563480.750000 Penalty: 3443.426514
	Iteration 19Q: 3 clusters Score -3563481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3563488.000000 Penalty: 3443.426514
	Iteration 20F: 3 clusters Score -3563488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39318 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3563491.750000 Penalty: 3443.426514
	Iteration 21Q: 3 clusters Score -3563492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3563491.000000 Penalty: 3443.426514
	Iteration 22Q: 3 clusters Score -3563491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3563493.000000 Penalty: 3443.426514
	Iteration 23Q: 3 clusters Score -3563493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3563493.000000 Penalty: 3443.426514
	Iteration 24F: 3 clusters Score -3563493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Entering Unmasked Estep 
Score: -731182.375000 Penalty: 1465.064941
	Iteration 0F: 2 clusters Score -731182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -725205.625000 Penalty: 2930.129883
	Iteration 0F: 3 clusters Score -725205.6 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -727115.375000 Penalty: 2930.129883
	Iteration 1F: 3 clusters Score -727115.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -727360.437500 Penalty: 2930.129883
	Iteration 2F: 3 clusters Score -727360.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -727529.875000 Penalty: 2930.129883
	Iteration 3F: 3 clusters Score -727529.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -727659.625000 Penalty: 2930.129883
	Iteration 4Q: 3 clusters Score -727659.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -727755.687500 Penalty: 2930.129883
	Iteration 5Q: 3 clusters Score -727755.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -727819.250000 Penalty: 2930.129883
	Iteration 6Q: 3 clusters Score -727819.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -727874.312500 Penalty: 2930.129883
	Iteration 7Q: 3 clusters Score -727874.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -727926.250000 Penalty: 2930.129883
	Iteration 8Q: 3 clusters Score -727926.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -727976.187500 Penalty: 2930.129883
	Iteration 9Q: 3 clusters Score -727976.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -728040.687500 Penalty: 2930.129883
	Iteration 10Q: 3 clusters Score -728040.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -728112.625000 Penalty: 2930.129883
	Iteration 11Q: 3 clusters Score -728112.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -728205.250000 Penalty: 2930.129883
	Iteration 12Q: 3 clusters Score -728205.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -728312.750000 Penalty: 2930.129883
	Iteration 13Q: 3 clusters Score -728312.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -728467.062500 Penalty: 2930.129883
	Iteration 14Q: 3 clusters Score -728467.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -728676.937500 Penalty: 2930.129883
	Iteration 15Q: 3 clusters Score -728676.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -728954.125000 Penalty: 2930.129883
	Iteration 16Q: 3 clusters Score -728954.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -729248.312500 Penalty: 2930.129883
	Iteration 17Q: 3 clusters Score -729248.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -729552.687500 Penalty: 2930.129883
	Iteration 18Q: 3 clusters Score -729552.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -729815.187500 Penalty: 2930.129883
	Iteration 19Q: 3 clusters Score -729815.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -730018.062500 Penalty: 2930.129883
	Iteration 20F: 3 clusters Score -730018.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -730124.750000 Penalty: 2930.129883
	Iteration 21Q: 3 clusters Score -730124.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -730192.437500 Penalty: 2930.129883
	Iteration 22Q: 3 clusters Score -730192.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -730237.437500 Penalty: 2930.129883
	Iteration 23Q: 3 clusters Score -730237.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -730258.312500 Penalty: 2930.129883
	Iteration 24Q: 3 clusters Score -730258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -730271.812500 Penalty: 2930.129883
	Iteration 25Q: 3 clusters Score -730271.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -730279.500000 Penalty: 2930.129883
	Iteration 26Q: 3 clusters Score -730279.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -730287.750000 Penalty: 2930.129883
	Iteration 27Q: 3 clusters Score -730287.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -730291.875000 Penalty: 2930.129883
	Iteration 28Q: 3 clusters Score -730291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -730297.125000 Penalty: 2930.129883
	Iteration 29Q: 3 clusters Score -730297.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -730307.062500 Penalty: 2930.129883
	Iteration 30Q: 3 clusters Score -730307.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -730313.187500 Penalty: 2930.129883
	Iteration 31Q: 3 clusters Score -730313.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -730318.625000 Penalty: 2930.129883
	Iteration 32Q: 3 clusters Score -730318.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -730321.750000 Penalty: 2930.129883
	Iteration 33Q: 3 clusters Score -730321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -730322.375000 Penalty: 2930.129883
	Iteration 34Q: 3 clusters Score -730322.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -730325.187500 Penalty: 2930.129883
	Iteration 35Q: 3 clusters Score -730325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -730327.250000 Penalty: 2930.129883
	Iteration 36Q: 3 clusters Score -730327.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -730328.437500 Penalty: 2930.129883
	Iteration 37Q: 3 clusters Score -730328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -730328.500000 Penalty: 2930.129883
	Iteration 38Q: 3 clusters Score -730328.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -730328.500000 Penalty: 2930.129883
	Iteration 39F: 3 clusters Score -730328.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -434661.250000 Penalty: 1402.720703
	Iteration 0F: 2 clusters Score -434661.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -430303.187500 Penalty: 2805.441406
	Iteration 0F: 3 clusters Score -430303.2 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -431784.781250 Penalty: 2805.441406
	Iteration 1F: 3 clusters Score -431784.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -432191.937500 Penalty: 2805.441406
	Iteration 2F: 3 clusters Score -432191.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -432493.343750 Penalty: 2805.441406
	Iteration 3F: 3 clusters Score -432493.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -432747.000000 Penalty: 2805.441406
	Iteration 4F: 3 clusters Score -432747 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -432924.000000 Penalty: 2805.441406
	Iteration 5F: 3 clusters Score -432924 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -433057.312500 Penalty: 2805.441406
	Iteration 6Q: 3 clusters Score -433057.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -433177.312500 Penalty: 2805.441406
	Iteration 7Q: 3 clusters Score -433177.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -433281.750000 Penalty: 2805.441406
	Iteration 8Q: 3 clusters Score -433281.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -433381.062500 Penalty: 2805.441406
	Iteration 9Q: 3 clusters Score -433381.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -433465.343750 Penalty: 2805.441406
	Iteration 10Q: 3 clusters Score -433465.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -433515.906250 Penalty: 2805.441406
	Iteration 11Q: 3 clusters Score -433515.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -433541.000000 Penalty: 2805.441406
	Iteration 12Q: 3 clusters Score -433541 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -433557.406250 Penalty: 2805.441406
	Iteration 13Q: 3 clusters Score -433557.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -433571.093750 Penalty: 2805.441406
	Iteration 14Q: 3 clusters Score -433571.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -433578.750000 Penalty: 2805.441406
	Iteration 15Q: 3 clusters Score -433578.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -433583.281250 Penalty: 2805.441406
	Iteration 16Q: 3 clusters Score -433583.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -433589.187500 Penalty: 2805.441406
	Iteration 17Q: 3 clusters Score -433589.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -433594.500000 Penalty: 2805.441406
	Iteration 18Q: 3 clusters Score -433594.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -433600.093750 Penalty: 2805.441406
	Iteration 19Q: 3 clusters Score -433600.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -433608.000000 Penalty: 2805.441406
	Iteration 20F: 3 clusters Score -433608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -433613.843750 Penalty: 2805.441406
	Iteration 21Q: 3 clusters Score -433613.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -433620.656250 Penalty: 2805.441406
	Iteration 22Q: 3 clusters Score -433620.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -433624.687500 Penalty: 2805.441406
	Iteration 23Q: 3 clusters Score -433624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -433626.906250 Penalty: 2805.441406
	Iteration 24Q: 3 clusters Score -433626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -433628.656250 Penalty: 2805.441406
	Iteration 25Q: 3 clusters Score -433628.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -433630.875000 Penalty: 2805.441406
	Iteration 26Q: 3 clusters Score -433630.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -433633.656250 Penalty: 2805.441406
	Iteration 27Q: 3 clusters Score -433633.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -433633.906250 Penalty: 2805.441406
	Iteration 28Q: 3 clusters Score -433633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -433634.968750 Penalty: 2805.441406
	Iteration 29Q: 3 clusters Score -433635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -433637.187500 Penalty: 2805.441406
	Iteration 30Q: 3 clusters Score -433637.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -433637.968750 Penalty: 2805.441406
	Iteration 31Q: 3 clusters Score -433638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -433638.812500 Penalty: 2805.441406
	Iteration 32Q: 3 clusters Score -433638.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -433638.812500 Penalty: 2805.441406
	Iteration 33F: 3 clusters Score -433638.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109042 members 
Entering Unmasked Estep 
Score: -9499969.000000 Penalty: 1884.916870
	Iteration 0F: 2 clusters Score -9499969 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -9426884.000000 Penalty: 3769.833740
	Iteration 0F: 3 clusters Score -9426884 nChanged 52288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -9457041.000000 Penalty: 3769.833740
	Iteration 1F: 3 clusters Score -9457041 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55479 members 
Mstep: Class 2 contains 53563 members 
Entering Unmasked Estep 
Score: -9457748.000000 Penalty: 3769.833740
	Iteration 2Q: 3 clusters Score -9457748 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55998 members 
Mstep: Class 2 contains 53044 members 
Entering Unmasked Estep 
Score: -9458537.000000 Penalty: 3769.833740
	Iteration 3Q: 3 clusters Score -9458537 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56806 members 
Mstep: Class 2 contains 52236 members 
Entering Unmasked Estep 
Score: -9459554.000000 Penalty: 3769.833740
	Iteration 4Q: 3 clusters Score -9459554 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 51021 members 
Entering Unmasked Estep 
Score: -9460933.000000 Penalty: 3769.833740
	Iteration 5Q: 3 clusters Score -9460933 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Mstep: Class 2 contains 49312 members 
Entering Unmasked Estep 
Score: -9462880.000000 Penalty: 3769.833740
	Iteration 6Q: 3 clusters Score -9462880 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61981 members 
Mstep: Class 2 contains 47061 members 
Entering Unmasked Estep 
Score: -9465585.000000 Penalty: 3769.833740
	Iteration 7F: 3 clusters Score -9465585 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64828 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -9468656.000000 Penalty: 3769.833740
	Iteration 8F: 3 clusters Score -9468656 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67982 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -9472215.000000 Penalty: 3769.833740
	Iteration 9F: 3 clusters Score -9472215 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71164 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -9476107.000000 Penalty: 3769.833740
	Iteration 10F: 3 clusters Score -9476107 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74039 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -9479914.000000 Penalty: 3769.833740
	Iteration 11F: 3 clusters Score -9479914 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -9483043.000000 Penalty: 3769.833740
	Iteration 12Q: 3 clusters Score -9483043 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78345 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -9484951.000000 Penalty: 3769.833740
	Iteration 13Q: 3 clusters Score -9484951 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80162 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -9486178.000000 Penalty: 3769.833740
	Iteration 14Q: 3 clusters Score -9486178 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81893 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -9487095.000000 Penalty: 3769.833740
	Iteration 15Q: 3 clusters Score -9487095 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83679 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -9487912.000000 Penalty: 3769.833740
	Iteration 16Q: 3 clusters Score -9487912 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -9488698.000000 Penalty: 3769.833740
	Iteration 17Q: 3 clusters Score -9488698 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87319 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -9489530.000000 Penalty: 3769.833740
	Iteration 18Q: 3 clusters Score -9489530 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89112 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -9490308.000000 Penalty: 3769.833740
	Iteration 19Q: 3 clusters Score -9490308 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90822 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -9491109.000000 Penalty: 3769.833740
	Iteration 20F: 3 clusters Score -9491109 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -9491989.000000 Penalty: 3769.833740
	Iteration 21Q: 3 clusters Score -9491989 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94122 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -9492714.000000 Penalty: 3769.833740
	Iteration 22Q: 3 clusters Score -9492714 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95639 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -9493431.000000 Penalty: 3769.833740
	Iteration 23Q: 3 clusters Score -9493431 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97137 members 
Mstep: Class 2 contains 11905 members 
Entering Unmasked Estep 
Score: -9494280.000000 Penalty: 3769.833740
	Iteration 24Q: 3 clusters Score -9494280 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -9494974.000000 Penalty: 3769.833740
	Iteration 25Q: 3 clusters Score -9494974 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -9495515.000000 Penalty: 3769.833740
	Iteration 26Q: 3 clusters Score -9495515 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100684 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -9496020.000000 Penalty: 3769.833740
	Iteration 27Q: 3 clusters Score -9496020 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101585 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -9496427.000000 Penalty: 3769.833740
	Iteration 28Q: 3 clusters Score -9496427 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -9496804.000000 Penalty: 3769.833740
	Iteration 29Q: 3 clusters Score -9496804 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103053 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -9497078.000000 Penalty: 3769.833740
	Iteration 30Q: 3 clusters Score -9497078 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -9497288.000000 Penalty: 3769.833740
	Iteration 31Q: 3 clusters Score -9497288 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104073 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -9497452.000000 Penalty: 3769.833740
	Iteration 32Q: 3 clusters Score -9497452 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104479 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -9497613.000000 Penalty: 3769.833740
	Iteration 33Q: 3 clusters Score -9497613 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -9497776.000000 Penalty: 3769.833740
	Iteration 34Q: 3 clusters Score -9497776 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105080 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -9497879.000000 Penalty: 3769.833740
	Iteration 35Q: 3 clusters Score -9497879 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -9497949.000000 Penalty: 3769.833740
	Iteration 36Q: 3 clusters Score -9497949 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105526 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -9498007.000000 Penalty: 3769.833740
	Iteration 37Q: 3 clusters Score -9498007 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105706 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -9498088.000000 Penalty: 3769.833740
	Iteration 38Q: 3 clusters Score -9498088 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105867 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -9498167.000000 Penalty: 3769.833740
	Iteration 39Q: 3 clusters Score -9498167 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106016 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -9498251.000000 Penalty: 3769.833740
	Iteration 40F: 3 clusters Score -9498251 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106164 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -9498337.000000 Penalty: 3769.833740
	Iteration 41Q: 3 clusters Score -9498337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106293 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -9498386.000000 Penalty: 3769.833740
	Iteration 42Q: 3 clusters Score -9498386 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106415 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9498486.000000 Penalty: 3769.833740
	Iteration 43Q: 3 clusters Score -9498486 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106524 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9498572.000000 Penalty: 3769.833740
	Iteration 44Q: 3 clusters Score -9498572 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106604 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -9498618.000000 Penalty: 3769.833740
	Iteration 45Q: 3 clusters Score -9498618 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106689 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -9498669.000000 Penalty: 3769.833740
	Iteration 46Q: 3 clusters Score -9498669 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106761 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -9498701.000000 Penalty: 3769.833740
	Iteration 47Q: 3 clusters Score -9498701 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106801 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -9498730.000000 Penalty: 3769.833740
	Iteration 48Q: 3 clusters Score -9498730 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106850 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9498755.000000 Penalty: 3769.833740
	Iteration 49Q: 3 clusters Score -9498755 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106897 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9498779.000000 Penalty: 3769.833740
	Iteration 50Q: 3 clusters Score -9498779 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -9498786.000000 Penalty: 3769.833740
	Iteration 51Q: 3 clusters Score -9498786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106962 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -9498809.000000 Penalty: 3769.833740
	Iteration 52Q: 3 clusters Score -9498809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106984 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9498808.000000 Penalty: 3769.833740
	Iteration 53Q: 3 clusters Score -9498808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106999 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -9498818.000000 Penalty: 3769.833740
	Iteration 54Q: 3 clusters Score -9498818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107012 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -9498822.000000 Penalty: 3769.833740
	Iteration 55Q: 3 clusters Score -9498822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107017 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9498821.000000 Penalty: 3769.833740
	Iteration 56Q: 3 clusters Score -9498821 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107019 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -9498829.000000 Penalty: 3769.833740
	Iteration 57Q: 3 clusters Score -9498829 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107027 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -9498845.000000 Penalty: 3769.833740
	Iteration 58Q: 3 clusters Score -9498845 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107035 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9498835.000000 Penalty: 3769.833740
	Iteration 59Q: 3 clusters Score -9498835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107043 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9498841.000000 Penalty: 3769.833740
	Iteration 60F: 3 clusters Score -9498841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107049 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9498846.000000 Penalty: 3769.833740
	Iteration 61Q: 3 clusters Score -9498846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107053 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9498850.000000 Penalty: 3769.833740
	Iteration 62Q: 3 clusters Score -9498850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107057 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9498845.000000 Penalty: 3769.833740
	Iteration 63Q: 3 clusters Score -9498845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107059 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -9498841.000000 Penalty: 3769.833740
	Iteration 64Q: 3 clusters Score -9498841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9498840.000000 Penalty: 3769.833740
	Iteration 65Q: 3 clusters Score -9498840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107060 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9498831.000000 Penalty: 3769.833740
	Iteration 66Q: 3 clusters Score -9498831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9498833.000000 Penalty: 3769.833740
	Iteration 67Q: 3 clusters Score -9498833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107063 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9498842.000000 Penalty: 3769.833740
	Iteration 68Q: 3 clusters Score -9498842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9498841.000000 Penalty: 3769.833740
	Iteration 69Q: 3 clusters Score -9498841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9498839.000000 Penalty: 3769.833740
	Iteration 70Q: 3 clusters Score -9498839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9498843.000000 Penalty: 3769.833740
	Iteration 71Q: 3 clusters Score -9498843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107067 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9498845.000000 Penalty: 3769.833740
	Iteration 72Q: 3 clusters Score -9498845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107066 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9498840.000000 Penalty: 3769.833740
	Iteration 73Q: 3 clusters Score -9498840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9498842.000000 Penalty: 3769.833740
	Iteration 74Q: 3 clusters Score -9498842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107065 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -9498842.000000 Penalty: 3769.833740
	Iteration 75F: 3 clusters Score -9498842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1132931.875000 Penalty: 1532.146118
	Iteration 0F: 2 clusters Score -1132932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1124210.500000 Penalty: 3064.292236
	Iteration 0F: 3 clusters Score -1124210 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1127082.000000 Penalty: 3064.292236
	Iteration 1F: 3 clusters Score -1127082 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1127343.875000 Penalty: 3064.292236
	Iteration 2F: 3 clusters Score -1127344 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -1127562.500000 Penalty: 3064.292236
	Iteration 3Q: 3 clusters Score -1127562 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1127734.375000 Penalty: 3064.292236
	Iteration 4Q: 3 clusters Score -1127734 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -1127914.000000 Penalty: 3064.292236
	Iteration 5Q: 3 clusters Score -1127914 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1128088.375000 Penalty: 3064.292236
	Iteration 6Q: 3 clusters Score -1128088 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1128246.375000 Penalty: 3064.292236
	Iteration 7Q: 3 clusters Score -1128246 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -1128410.375000 Penalty: 3064.292236
	Iteration 8Q: 3 clusters Score -1128410 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1128596.375000 Penalty: 3064.292236
	Iteration 9Q: 3 clusters Score -1128596 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1128794.875000 Penalty: 3064.292236
	Iteration 10Q: 3 clusters Score -1128795 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1129014.875000 Penalty: 3064.292236
	Iteration 11Q: 3 clusters Score -1129015 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1129304.250000 Penalty: 3064.292236
	Iteration 12Q: 3 clusters Score -1129304 nChanged 467
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: -1129591.750000 Penalty: 3064.292236
	Iteration 13Q: 3 clusters Score -1129592 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1129872.125000 Penalty: 3064.292236
	Iteration 14Q: 3 clusters Score -1129872 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1130147.750000 Penalty: 3064.292236
	Iteration 15Q: 3 clusters Score -1130148 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1130391.625000 Penalty: 3064.292236
	Iteration 16Q: 3 clusters Score -1130392 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -1130599.500000 Penalty: 3064.292236
	Iteration 17Q: 3 clusters Score -1130600 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1130751.750000 Penalty: 3064.292236
	Iteration 18Q: 3 clusters Score -1130752 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1130864.875000 Penalty: 3064.292236
	Iteration 19Q: 3 clusters Score -1130865 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -1130963.500000 Penalty: 3064.292236
	Iteration 20F: 3 clusters Score -1130964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1131037.125000 Penalty: 3064.292236
	Iteration 21Q: 3 clusters Score -1131037 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1131108.500000 Penalty: 3064.292236
	Iteration 22Q: 3 clusters Score -1131108 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1131152.750000 Penalty: 3064.292236
	Iteration 23Q: 3 clusters Score -1131153 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -1131190.875000 Penalty: 3064.292236
	Iteration 24Q: 3 clusters Score -1131191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -1131226.625000 Penalty: 3064.292236
	Iteration 25Q: 3 clusters Score -1131227 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1131257.375000 Penalty: 3064.292236
	Iteration 26Q: 3 clusters Score -1131257 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -1131281.875000 Penalty: 3064.292236
	Iteration 27Q: 3 clusters Score -1131282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -1131309.625000 Penalty: 3064.292236
	Iteration 28Q: 3 clusters Score -1131310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -1131334.625000 Penalty: 3064.292236
	Iteration 29Q: 3 clusters Score -1131335 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -1131356.625000 Penalty: 3064.292236
	Iteration 30Q: 3 clusters Score -1131357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1131381.875000 Penalty: 3064.292236
	Iteration 31Q: 3 clusters Score -1131382 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1131412.125000 Penalty: 3064.292236
	Iteration 32Q: 3 clusters Score -1131412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1131441.750000 Penalty: 3064.292236
	Iteration 33Q: 3 clusters Score -1131442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1131475.750000 Penalty: 3064.292236
	Iteration 34Q: 3 clusters Score -1131476 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -1131494.000000 Penalty: 3064.292236
	Iteration 35Q: 3 clusters Score -1131494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1131501.500000 Penalty: 3064.292236
	Iteration 36Q: 3 clusters Score -1131502 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1131508.250000 Penalty: 3064.292236
	Iteration 37Q: 3 clusters Score -1131508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11724 members 
Entering Unmasked Estep 
Score: -1131513.750000 Penalty: 3064.292236
	Iteration 38Q: 3 clusters Score -1131514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1131518.250000 Penalty: 3064.292236
	Iteration 39Q: 3 clusters Score -1131518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1131523.250000 Penalty: 3064.292236
	Iteration 40F: 3 clusters Score -1131523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1131527.250000 Penalty: 3064.292236
	Iteration 41Q: 3 clusters Score -1131527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1131529.250000 Penalty: 3064.292236
	Iteration 42Q: 3 clusters Score -1131529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -1131530.500000 Penalty: 3064.292236
	Iteration 43Q: 3 clusters Score -1131530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -1131532.250000 Penalty: 3064.292236
	Iteration 44Q: 3 clusters Score -1131532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1131535.750000 Penalty: 3064.292236
	Iteration 45Q: 3 clusters Score -1131536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1131537.250000 Penalty: 3064.292236
	Iteration 46Q: 3 clusters Score -1131537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1131539.875000 Penalty: 3064.292236
	Iteration 47Q: 3 clusters Score -1131540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1131538.875000 Penalty: 3064.292236
	Iteration 48Q: 3 clusters Score -1131539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1131542.875000 Penalty: 3064.292236
	Iteration 49Q: 3 clusters Score -1131543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -1131543.750000 Penalty: 3064.292236
	Iteration 50Q: 3 clusters Score -1131544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1131543.625000 Penalty: 3064.292236
	Iteration 51Q: 3 clusters Score -1131544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1131547.750000 Penalty: 3064.292236
	Iteration 52Q: 3 clusters Score -1131548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1131548.375000 Penalty: 3064.292236
	Iteration 53Q: 3 clusters Score -1131548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1131549.500000 Penalty: 3064.292236
	Iteration 54Q: 3 clusters Score -1131550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1131549.500000 Penalty: 3064.292236
	Iteration 55Q: 3 clusters Score -1131550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -1131550.875000 Penalty: 3064.292236
	Iteration 56Q: 3 clusters Score -1131551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1131550.875000 Penalty: 3064.292236
	Iteration 57Q: 3 clusters Score -1131551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1131551.625000 Penalty: 3064.292236
	Iteration 58Q: 3 clusters Score -1131552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1131551.625000 Penalty: 3064.292236
	Iteration 59F: 3 clusters Score -1131552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Entering Unmasked Estep 
Score: -2169058.750000 Penalty: 1646.051392
	Iteration 0F: 2 clusters Score -2169059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2152042.000000 Penalty: 3292.102783
	Iteration 0F: 3 clusters Score -2152042 nChanged 11513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -2158603.500000 Penalty: 3292.102783
	Iteration 1F: 3 clusters Score -2158604 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2159363.250000 Penalty: 3292.102783
	Iteration 2F: 3 clusters Score -2159363 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2160451.000000 Penalty: 3292.102783
	Iteration 3F: 3 clusters Score -2160451 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2162022.250000 Penalty: 3292.102783
	Iteration 4F: 3 clusters Score -2162022 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2163662.250000 Penalty: 3292.102783
	Iteration 5F: 3 clusters Score -2163662 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2164968.500000 Penalty: 3292.102783
	Iteration 6F: 3 clusters Score -2164968 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -2165920.500000 Penalty: 3292.102783
	Iteration 7F: 3 clusters Score -2165920 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -2166628.250000 Penalty: 3292.102783
	Iteration 8Q: 3 clusters Score -2166628 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19989 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2167183.750000 Penalty: 3292.102783
	Iteration 9Q: 3 clusters Score -2167184 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2167717.750000 Penalty: 3292.102783
	Iteration 10Q: 3 clusters Score -2167718 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2168179.500000 Penalty: 3292.102783
	Iteration 11Q: 3 clusters Score -2168180 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2168523.500000 Penalty: 3292.102783
	Iteration 12Q: 3 clusters Score -2168524 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2168724.250000 Penalty: 3292.102783
	Iteration 13Q: 3 clusters Score -2168724 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2168850.500000 Penalty: 3292.102783
	Iteration 14Q: 3 clusters Score -2168850 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2168927.500000 Penalty: 3292.102783
	Iteration 15Q: 3 clusters Score -2168928 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2168975.000000 Penalty: 3292.102783
	Iteration 16Q: 3 clusters Score -2168975 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2169001.000000 Penalty: 3292.102783
	Iteration 17Q: 3 clusters Score -2169001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2169023.250000 Penalty: 3292.102783
	Iteration 18Q: 3 clusters Score -2169023 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -2169027.750000 Penalty: 3292.102783
	Iteration 19Q: 3 clusters Score -2169028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2169034.250000 Penalty: 3292.102783
	Iteration 20F: 3 clusters Score -2169034 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2169037.000000 Penalty: 3292.102783
	Iteration 21Q: 3 clusters Score -2169037 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2169042.750000 Penalty: 3292.102783
	Iteration 22Q: 3 clusters Score -2169043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2169042.000000 Penalty: 3292.102783
	Iteration 23Q: 3 clusters Score -2169042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22154 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -2169045.000000 Penalty: 3292.102783
	Iteration 24Q: 3 clusters Score -2169045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -2169049.500000 Penalty: 3292.102783
	Iteration 25Q: 3 clusters Score -2169050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2169051.000000 Penalty: 3292.102783
	Iteration 26Q: 3 clusters Score -2169051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2169051.250000 Penalty: 3292.102783
	Iteration 27Q: 3 clusters Score -2169051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -2169053.500000 Penalty: 3292.102783
	Iteration 28Q: 3 clusters Score -2169054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -2169050.750000 Penalty: 3292.102783
	Iteration 29Q: 3 clusters Score -2169051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2169052.250000 Penalty: 3292.102783
	Iteration 30Q: 3 clusters Score -2169052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2169051.000000 Penalty: 3292.102783
	Iteration 31Q: 3 clusters Score -2169051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2169052.250000 Penalty: 3292.102783
	Iteration 32Q: 3 clusters Score -2169052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2169053.750000 Penalty: 3292.102783
	Iteration 33Q: 3 clusters Score -2169054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2169054.000000 Penalty: 3292.102783
	Iteration 34Q: 3 clusters Score -2169054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2169055.000000 Penalty: 3292.102783
	Iteration 35Q: 3 clusters Score -2169055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -2169053.750000 Penalty: 3292.102783
	Iteration 36Q: 3 clusters Score -2169054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2169054.000000 Penalty: 3292.102783
	Iteration 37Q: 3 clusters Score -2169054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -2169053.750000 Penalty: 3292.102783
	Iteration 38Q: 3 clusters Score -2169054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2169057.000000 Penalty: 3292.102783
	Iteration 39Q: 3 clusters Score -2169057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2169057.000000 Penalty: 3292.102783
	Iteration 40F: 3 clusters Score -2169057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (1286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Entering Unmasked Estep 
Score: -90714.257812 Penalty: 1163.384888
	Iteration 0F: 2 clusters Score -90714.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -89134.015625 Penalty: 2326.769775
	Iteration 0F: 3 clusters Score -89134.02 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -89655.437500 Penalty: 2326.769775
	Iteration 1F: 3 clusters Score -89655.44 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -89986.109375 Penalty: 2326.769775
	Iteration 2F: 3 clusters Score -89986.11 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -90221.460938 Penalty: 2326.769775
	Iteration 3F: 3 clusters Score -90221.46 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -90370.742188 Penalty: 2326.769775
	Iteration 4F: 3 clusters Score -90370.74 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -90455.304688 Penalty: 2326.769775
	Iteration 5Q: 3 clusters Score -90455.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -90511.250000 Penalty: 2326.769775
	Iteration 6Q: 3 clusters Score -90511.25 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -90534.515625 Penalty: 2326.769775
	Iteration 7Q: 3 clusters Score -90534.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -90546.476562 Penalty: 2326.769775
	Iteration 8Q: 3 clusters Score -90546.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -90551.890625 Penalty: 2326.769775
	Iteration 9Q: 3 clusters Score -90551.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -90554.140625 Penalty: 2326.769775
	Iteration 10Q: 3 clusters Score -90554.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -90555.796875 Penalty: 2326.769775
	Iteration 11Q: 3 clusters Score -90555.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -90556.695312 Penalty: 2326.769775
	Iteration 12Q: 3 clusters Score -90556.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90557.023438 Penalty: 2326.769775
	Iteration 13Q: 3 clusters Score -90557.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90557.023438 Penalty: 2326.769775
	Iteration 14F: 3 clusters Score -90557.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Entering Unmasked Estep 
Score: -836034.625000 Penalty: 1506.638794
	Iteration 0F: 2 clusters Score -836034.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -828449.125000 Penalty: 3013.277588
	Iteration 0F: 3 clusters Score -828449.1 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -831393.812500 Penalty: 3013.277588
	Iteration 1F: 3 clusters Score -831393.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -832107.937500 Penalty: 3013.277588
	Iteration 2F: 3 clusters Score -832107.9 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -832795.375000 Penalty: 3013.277588
	Iteration 3F: 3 clusters Score -832795.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -833362.687500 Penalty: 3013.277588
	Iteration 4F: 3 clusters Score -833362.7 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -833770.375000 Penalty: 3013.277588
	Iteration 5F: 3 clusters Score -833770.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -834015.000000 Penalty: 3013.277588
	Iteration 6Q: 3 clusters Score -834015 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -834180.812500 Penalty: 3013.277588
	Iteration 7Q: 3 clusters Score -834180.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -834317.000000 Penalty: 3013.277588
	Iteration 8Q: 3 clusters Score -834317 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -834423.562500 Penalty: 3013.277588
	Iteration 9Q: 3 clusters Score -834423.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -834517.125000 Penalty: 3013.277588
	Iteration 10Q: 3 clusters Score -834517.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -834598.125000 Penalty: 3013.277588
	Iteration 11Q: 3 clusters Score -834598.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -834667.687500 Penalty: 3013.277588
	Iteration 12Q: 3 clusters Score -834667.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -834731.375000 Penalty: 3013.277588
	Iteration 13Q: 3 clusters Score -834731.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -834775.687500 Penalty: 3013.277588
	Iteration 14Q: 3 clusters Score -834775.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -834808.750000 Penalty: 3013.277588
	Iteration 15Q: 3 clusters Score -834808.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -834835.562500 Penalty: 3013.277588
	Iteration 16Q: 3 clusters Score -834835.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -834856.375000 Penalty: 3013.277588
	Iteration 17Q: 3 clusters Score -834856.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -834875.625000 Penalty: 3013.277588
	Iteration 18Q: 3 clusters Score -834875.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -834894.000000 Penalty: 3013.277588
	Iteration 19Q: 3 clusters Score -834894 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -834918.812500 Penalty: 3013.277588
	Iteration 20F: 3 clusters Score -834918.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -834942.687500 Penalty: 3013.277588
	Iteration 21Q: 3 clusters Score -834942.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -834965.812500 Penalty: 3013.277588
	Iteration 22Q: 3 clusters Score -834965.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -834997.187500 Penalty: 3013.277588
	Iteration 23Q: 3 clusters Score -834997.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -835025.437500 Penalty: 3013.277588
	Iteration 24Q: 3 clusters Score -835025.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -835067.562500 Penalty: 3013.277588
	Iteration 25Q: 3 clusters Score -835067.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -835092.000000 Penalty: 3013.277588
	Iteration 26Q: 3 clusters Score -835092 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -835113.437500 Penalty: 3013.277588
	Iteration 27Q: 3 clusters Score -835113.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -835137.312500 Penalty: 3013.277588
	Iteration 28Q: 3 clusters Score -835137.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -835161.250000 Penalty: 3013.277588
	Iteration 29Q: 3 clusters Score -835161.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -835177.062500 Penalty: 3013.277588
	Iteration 30Q: 3 clusters Score -835177.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -835198.500000 Penalty: 3013.277588
	Iteration 31Q: 3 clusters Score -835198.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -835228.312500 Penalty: 3013.277588
	Iteration 32Q: 3 clusters Score -835228.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -835259.375000 Penalty: 3013.277588
	Iteration 33Q: 3 clusters Score -835259.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -835278.312500 Penalty: 3013.277588
	Iteration 34Q: 3 clusters Score -835278.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -835294.500000 Penalty: 3013.277588
	Iteration 35Q: 3 clusters Score -835294.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -835304.812500 Penalty: 3013.277588
	Iteration 36Q: 3 clusters Score -835304.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -835315.625000 Penalty: 3013.277588
	Iteration 37Q: 3 clusters Score -835315.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -835326.812500 Penalty: 3013.277588
	Iteration 38Q: 3 clusters Score -835326.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -835336.187500 Penalty: 3013.277588
	Iteration 39Q: 3 clusters Score -835336.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -835337.500000 Penalty: 3013.277588
	Iteration 40F: 3 clusters Score -835337.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -835340.000000 Penalty: 3013.277588
	Iteration 41Q: 3 clusters Score -835340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -835343.062500 Penalty: 3013.277588
	Iteration 42Q: 3 clusters Score -835343.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -835346.687500 Penalty: 3013.277588
	Iteration 43Q: 3 clusters Score -835346.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -835349.687500 Penalty: 3013.277588
	Iteration 44Q: 3 clusters Score -835349.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -835350.250000 Penalty: 3013.277588
	Iteration 45Q: 3 clusters Score -835350.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -835353.750000 Penalty: 3013.277588
	Iteration 46Q: 3 clusters Score -835353.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -835356.687500 Penalty: 3013.277588
	Iteration 47Q: 3 clusters Score -835356.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -835358.562500 Penalty: 3013.277588
	Iteration 48Q: 3 clusters Score -835358.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -835360.687500 Penalty: 3013.277588
	Iteration 49Q: 3 clusters Score -835360.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -835361.937500 Penalty: 3013.277588
	Iteration 50Q: 3 clusters Score -835361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -835363.812500 Penalty: 3013.277588
	Iteration 51Q: 3 clusters Score -835363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -835362.625000 Penalty: 3013.277588
	Iteration 52Q: 3 clusters Score -835362.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -835364.750000 Penalty: 3013.277588
	Iteration 53Q: 3 clusters Score -835364.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -835369.937500 Penalty: 3013.277588
	Iteration 54Q: 3 clusters Score -835369.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -835372.687500 Penalty: 3013.277588
	Iteration 55Q: 3 clusters Score -835372.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -835375.125000 Penalty: 3013.277588
	Iteration 56Q: 3 clusters Score -835375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -835378.000000 Penalty: 3013.277588
	Iteration 57Q: 3 clusters Score -835378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -835378.312500 Penalty: 3013.277588
	Iteration 58Q: 3 clusters Score -835378.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -835377.437500 Penalty: 3013.277588
	Iteration 59Q: 3 clusters Score -835377.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -835379.187500 Penalty: 3013.277588
	Iteration 60F: 3 clusters Score -835379.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -253178.453125 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -253178.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -250480.890625 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -250480.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -251169.765625 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -251169.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -251396.656250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -251396.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -251600.359375 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -251600.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -251799.046875 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -251799 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -252040.296875 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -252040.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -252263.625000 Penalty: 2603.042969
	Iteration 6F: 3 clusters Score -252263.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -252469.515625 Penalty: 2603.042969
	Iteration 7F: 3 clusters Score -252469.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -252593.250000 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -252593.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -252661.562500 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -252661.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -252696.718750 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -252696.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -252712.437500 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -252712.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -252720.609375 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -252720.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -252726.500000 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -252726.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252731.109375 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -252731.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252733.500000 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -252733.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -252734.000000 Penalty: 2603.042969
	Iteration 16Q: 3 clusters Score -252734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252734.312500 Penalty: 2603.042969
	Iteration 17Q: 3 clusters Score -252734.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252734.312500 Penalty: 2603.042969
	Iteration 18F: 3 clusters Score -252734.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Entering Unmasked Estep 
Score: -133689.828125 Penalty: 1201.605103
	Iteration 0F: 2 clusters Score -133689.8 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 789 members 
Entering Unmasked Estep 
Score: -131843.000000 Penalty: 2403.210205
	Iteration 0F: 3 clusters Score -131843 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -132218.156250 Penalty: 2403.210205
	Iteration 1F: 3 clusters Score -132218.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -132321.062500 Penalty: 2403.210205
	Iteration 2F: 3 clusters Score -132321.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -132367.656250 Penalty: 2403.210205
	Iteration 3Q: 3 clusters Score -132367.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -132401.125000 Penalty: 2403.210205
	Iteration 4Q: 3 clusters Score -132401.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -132432.640625 Penalty: 2403.210205
	Iteration 5Q: 3 clusters Score -132432.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -132477.156250 Penalty: 2403.210205
	Iteration 6Q: 3 clusters Score -132477.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -132544.203125 Penalty: 2403.210205
	Iteration 7Q: 3 clusters Score -132544.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -132636.406250 Penalty: 2403.210205
	Iteration 8Q: 3 clusters Score -132636.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -132743.468750 Penalty: 2403.210205
	Iteration 9Q: 3 clusters Score -132743.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -132895.281250 Penalty: 2403.210205
	Iteration 10Q: 3 clusters Score -132895.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -133110.453125 Penalty: 2403.210205
	Iteration 11F: 3 clusters Score -133110.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -133264.593750 Penalty: 2403.210205
	Iteration 12Q: 3 clusters Score -133264.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -133383.281250 Penalty: 2403.210205
	Iteration 13Q: 3 clusters Score -133383.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -133499.531250 Penalty: 2403.210205
	Iteration 14Q: 3 clusters Score -133499.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -133605.781250 Penalty: 2403.210205
	Iteration 15Q: 3 clusters Score -133605.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -133703.562500 Penalty: 2403.210205
	Iteration 16Q: 3 clusters Score -133703.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133765.515625 Penalty: 2403.210205
	Iteration 17Q: 3 clusters Score -133765.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -133813.953125 Penalty: 2403.210205
	Iteration 18Q: 3 clusters Score -133814 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133894.531250 Penalty: 2403.210205
	Iteration 19Q: 3 clusters Score -133894.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -134007.921875 Penalty: 2403.210205
	Iteration 20F: 3 clusters Score -134007.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -134112.921875 Penalty: 2403.210205
	Iteration 21Q: 3 clusters Score -134112.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -134210.656250 Penalty: 2403.210205
	Iteration 22Q: 3 clusters Score -134210.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -134284.734375 Penalty: 2403.210205
	Iteration 23Q: 3 clusters Score -134284.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134303.859375 Penalty: 2403.210205
	Iteration 24Q: 3 clusters Score -134303.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -134313.328125 Penalty: 2403.210205
	Iteration 25Q: 3 clusters Score -134313.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -134315.046875 Penalty: 2403.210205
	Iteration 26Q: 3 clusters Score -134315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -134315.640625 Penalty: 2403.210205
	Iteration 27Q: 3 clusters Score -134315.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -134316.187500 Penalty: 2403.210205
	Iteration 28Q: 3 clusters Score -134316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -134317.109375 Penalty: 2403.210205
	Iteration 29Q: 3 clusters Score -134317.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -134318.125000 Penalty: 2403.210205
	Iteration 30Q: 3 clusters Score -134318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -134318.625000 Penalty: 2403.210205
	Iteration 31Q: 3 clusters Score -134318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -134321.093750 Penalty: 2403.210205
	Iteration 32Q: 3 clusters Score -134321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -134321.984375 Penalty: 2403.210205
	Iteration 33Q: 3 clusters Score -134322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -134323.234375 Penalty: 2403.210205
	Iteration 34Q: 3 clusters Score -134323.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134323.546875 Penalty: 2403.210205
	Iteration 35Q: 3 clusters Score -134323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -134323.546875 Penalty: 2403.210205
	Iteration 36F: 3 clusters Score -134323.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 599 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Mstep: Class 39 contains 1028 members 
Entering Unmasked Estep 
Score: -40893568.000000 Penalty: 82980.742188
Splitting cluster 30 changes total score from -40893916.000000 to -40893568.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Entering Unmasked Estep 
Score: -66556.695312 Penalty: 1079.192017
	Iteration 0F: 2 clusters Score -66556.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -65264.957031 Penalty: 2158.384033
	Iteration 0F: 3 clusters Score -65264.96 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65491.925781 Penalty: 2158.384033
	Iteration 1F: 3 clusters Score -65491.93 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -65568.343750 Penalty: 2158.384033
	Iteration 2F: 3 clusters Score -65568.34 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65602.335938 Penalty: 2158.384033
	Iteration 3Q: 3 clusters Score -65602.34 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65623.718750 Penalty: 2158.384033
	Iteration 4Q: 3 clusters Score -65623.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65635.148438 Penalty: 2158.384033
	Iteration 5Q: 3 clusters Score -65635.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65646.468750 Penalty: 2158.384033
	Iteration 6Q: 3 clusters Score -65646.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -65650.125000 Penalty: 2158.384033
	Iteration 7Q: 3 clusters Score -65650.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -65654.257812 Penalty: 2158.384033
	Iteration 8Q: 3 clusters Score -65654.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -65656.781250 Penalty: 2158.384033
	Iteration 9Q: 3 clusters Score -65656.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65658.250000 Penalty: 2158.384033
	Iteration 10Q: 3 clusters Score -65658.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -65658.250000 Penalty: 2158.384033
	Iteration 11F: 3 clusters Score -65658.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46495 members 
Entering Unmasked Estep 
Score: -4083609.000000 Penalty: 1746.403687
	Iteration 0F: 2 clusters Score -4083609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -4052495.250000 Penalty: 3492.807373
	Iteration 0F: 3 clusters Score -4052495 nChanged 21615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -4064733.500000 Penalty: 3492.807373
	Iteration 1F: 3 clusters Score -4064734 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -4065434.250000 Penalty: 3492.807373
	Iteration 2Q: 3 clusters Score -4065434 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -4066163.750000 Penalty: 3492.807373
	Iteration 3Q: 3 clusters Score -4066164 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -4066972.000000 Penalty: 3492.807373
	Iteration 4Q: 3 clusters Score -4066972 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -4068003.500000 Penalty: 3492.807373
	Iteration 5Q: 3 clusters Score -4068004 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27630 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -4069335.250000 Penalty: 3492.807373
	Iteration 6F: 3 clusters Score -4069335 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 17044 members 
Entering Unmasked Estep 
Score: -4070928.500000 Penalty: 3492.807373
	Iteration 7F: 3 clusters Score -4070928 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31483 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -4072838.500000 Penalty: 3492.807373
	Iteration 8F: 3 clusters Score -4072838 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -4074570.000000 Penalty: 3492.807373
	Iteration 9F: 3 clusters Score -4074570 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -4075896.500000 Penalty: 3492.807373
	Iteration 10Q: 3 clusters Score -4075896 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36575 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -4076866.250000 Penalty: 3492.807373
	Iteration 11Q: 3 clusters Score -4076866 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -4077688.500000 Penalty: 3492.807373
	Iteration 12Q: 3 clusters Score -4077688 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -4078476.000000 Penalty: 3492.807373
	Iteration 13Q: 3 clusters Score -4078476 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -4079251.500000 Penalty: 3492.807373
	Iteration 14Q: 3 clusters Score -4079252 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -4080040.000000 Penalty: 3492.807373
	Iteration 15Q: 3 clusters Score -4080040 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42678 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -4080687.500000 Penalty: 3492.807373
	Iteration 16Q: 3 clusters Score -4080688 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43460 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -4081214.000000 Penalty: 3492.807373
	Iteration 17Q: 3 clusters Score -4081214 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -4081591.750000 Penalty: 3492.807373
	Iteration 18Q: 3 clusters Score -4081592 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44508 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -4081855.750000 Penalty: 3492.807373
	Iteration 19Q: 3 clusters Score -4081856 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -4082027.500000 Penalty: 3492.807373
	Iteration 20F: 3 clusters Score -4082028 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4082155.250000 Penalty: 3492.807373
	Iteration 21Q: 3 clusters Score -4082155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -4082256.000000 Penalty: 3492.807373
	Iteration 22Q: 3 clusters Score -4082256 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4082318.750000 Penalty: 3492.807373
	Iteration 23Q: 3 clusters Score -4082319 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4082371.500000 Penalty: 3492.807373
	Iteration 24Q: 3 clusters Score -4082372 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4082411.000000 Penalty: 3492.807373
	Iteration 25Q: 3 clusters Score -4082411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4082446.750000 Penalty: 3492.807373
	Iteration 26Q: 3 clusters Score -4082447 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -4082451.500000 Penalty: 3492.807373
	Iteration 27Q: 3 clusters Score -4082452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4082462.750000 Penalty: 3492.807373
	Iteration 28Q: 3 clusters Score -4082463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4082470.500000 Penalty: 3492.807373
	Iteration 29Q: 3 clusters Score -4082470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45575 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -4082472.250000 Penalty: 3492.807373
	Iteration 30Q: 3 clusters Score -4082472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45583 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -4082471.750000 Penalty: 3492.807373
	Iteration 31Q: 3 clusters Score -4082472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45588 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -4082469.500000 Penalty: 3492.807373
	Iteration 32Q: 3 clusters Score -4082470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4082474.250000 Penalty: 3492.807373
	Iteration 33Q: 3 clusters Score -4082474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4082477.500000 Penalty: 3492.807373
	Iteration 34Q: 3 clusters Score -4082478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4082479.250000 Penalty: 3492.807373
	Iteration 35Q: 3 clusters Score -4082479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4082477.500000 Penalty: 3492.807373
	Iteration 36Q: 3 clusters Score -4082478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -4082475.500000 Penalty: 3492.807373
	Iteration 37Q: 3 clusters Score -4082476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45601 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -4082475.250000 Penalty: 3492.807373
	Iteration 38Q: 3 clusters Score -4082475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4082477.500000 Penalty: 3492.807373
	Iteration 39Q: 3 clusters Score -4082478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4082476.500000 Penalty: 3492.807373
	Iteration 40F: 3 clusters Score -4082476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4082477.250000 Penalty: 3492.807373
	Iteration 41Q: 3 clusters Score -4082477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4082478.750000 Penalty: 3492.807373
	Iteration 42Q: 3 clusters Score -4082479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4082478.750000 Penalty: 3492.807373
	Iteration 43F: 3 clusters Score -4082479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (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: -1436265.125000 Penalty: 1578.066040
	Iteration 0F: 2 clusters Score -1436265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1424818.000000 Penalty: 3156.132080
	Iteration 0F: 3 clusters Score -1424818 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1428899.250000 Penalty: 3156.132080
	Iteration 1F: 3 clusters Score -1428899 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1429346.875000 Penalty: 3156.132080
	Iteration 2F: 3 clusters Score -1429347 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1429865.000000 Penalty: 3156.132080
	Iteration 3F: 3 clusters Score -1429865 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -1430445.625000 Penalty: 3156.132080
	Iteration 4F: 3 clusters Score -1430446 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1431001.125000 Penalty: 3156.132080
	Iteration 5F: 3 clusters Score -1431001 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1431527.375000 Penalty: 3156.132080
	Iteration 6F: 3 clusters Score -1431527 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -1431994.125000 Penalty: 3156.132080
	Iteration 7Q: 3 clusters Score -1431994 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1432468.375000 Penalty: 3156.132080
	Iteration 8Q: 3 clusters Score -1432468 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1432974.375000 Penalty: 3156.132080
	Iteration 9Q: 3 clusters Score -1432974 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1433387.125000 Penalty: 3156.132080
	Iteration 10Q: 3 clusters Score -1433387 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -1433731.500000 Penalty: 3156.132080
	Iteration 11Q: 3 clusters Score -1433732 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1434070.250000 Penalty: 3156.132080
	Iteration 12Q: 3 clusters Score -1434070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -1434360.500000 Penalty: 3156.132080
	Iteration 13Q: 3 clusters Score -1434360 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -1434583.250000 Penalty: 3156.132080
	Iteration 14Q: 3 clusters Score -1434583 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1434767.250000 Penalty: 3156.132080
	Iteration 15Q: 3 clusters Score -1434767 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -1434893.375000 Penalty: 3156.132080
	Iteration 16Q: 3 clusters Score -1434893 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -1434982.500000 Penalty: 3156.132080
	Iteration 17Q: 3 clusters Score -1434982 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -1435037.500000 Penalty: 3156.132080
	Iteration 18Q: 3 clusters Score -1435038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -1435076.250000 Penalty: 3156.132080
	Iteration 19Q: 3 clusters Score -1435076 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -1435103.375000 Penalty: 3156.132080
	Iteration 20F: 3 clusters Score -1435103 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -1435121.250000 Penalty: 3156.132080
	Iteration 21Q: 3 clusters Score -1435121 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -1435128.375000 Penalty: 3156.132080
	Iteration 22Q: 3 clusters Score -1435128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1435141.375000 Penalty: 3156.132080
	Iteration 23Q: 3 clusters Score -1435141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -1435149.250000 Penalty: 3156.132080
	Iteration 24Q: 3 clusters Score -1435149 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -1435151.750000 Penalty: 3156.132080
	Iteration 25Q: 3 clusters Score -1435152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -1435155.125000 Penalty: 3156.132080
	Iteration 26Q: 3 clusters Score -1435155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -1435151.625000 Penalty: 3156.132080
	Iteration 27Q: 3 clusters Score -1435152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1435153.125000 Penalty: 3156.132080
	Iteration 28Q: 3 clusters Score -1435153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1435156.250000 Penalty: 3156.132080
	Iteration 29Q: 3 clusters Score -1435156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1435159.625000 Penalty: 3156.132080
	Iteration 30Q: 3 clusters Score -1435160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1435157.000000 Penalty: 3156.132080
	Iteration 31Q: 3 clusters Score -1435157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1435158.250000 Penalty: 3156.132080
	Iteration 32Q: 3 clusters Score -1435158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1435162.875000 Penalty: 3156.132080
	Iteration 33Q: 3 clusters Score -1435163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -1435162.500000 Penalty: 3156.132080
	Iteration 34Q: 3 clusters Score -1435162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1435161.125000 Penalty: 3156.132080
	Iteration 35Q: 3 clusters Score -1435161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1435162.125000 Penalty: 3156.132080
	Iteration 36Q: 3 clusters Score -1435162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1435162.125000 Penalty: 3156.132080
	Iteration 37F: 3 clusters Score -1435162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Entering Unmasked Estep 
Score: -164410.796875 Penalty: 1228.935669
	Iteration 0F: 2 clusters Score -164410.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -162333.937500 Penalty: 2457.871338
	Iteration 0F: 3 clusters Score -162333.9 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -162725.515625 Penalty: 2457.871338
	Iteration 1F: 3 clusters Score -162725.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -162840.093750 Penalty: 2457.871338
	Iteration 2F: 3 clusters Score -162840.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -162905.562500 Penalty: 2457.871338
	Iteration 3Q: 3 clusters Score -162905.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -162947.406250 Penalty: 2457.871338
	Iteration 4Q: 3 clusters Score -162947.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -162966.406250 Penalty: 2457.871338
	Iteration 5Q: 3 clusters Score -162966.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -162975.187500 Penalty: 2457.871338
	Iteration 6Q: 3 clusters Score -162975.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -162984.609375 Penalty: 2457.871338
	Iteration 7Q: 3 clusters Score -162984.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -162995.343750 Penalty: 2457.871338
	Iteration 8Q: 3 clusters Score -162995.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -163007.250000 Penalty: 2457.871338
	Iteration 9Q: 3 clusters Score -163007.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -163024.343750 Penalty: 2457.871338
	Iteration 10Q: 3 clusters Score -163024.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -163039.000000 Penalty: 2457.871338
	Iteration 11Q: 3 clusters Score -163039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -163053.531250 Penalty: 2457.871338
	Iteration 12Q: 3 clusters Score -163053.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -163069.546875 Penalty: 2457.871338
	Iteration 13Q: 3 clusters Score -163069.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -163087.843750 Penalty: 2457.871338
	Iteration 14Q: 3 clusters Score -163087.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -163107.203125 Penalty: 2457.871338
	Iteration 15Q: 3 clusters Score -163107.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -163119.093750 Penalty: 2457.871338
	Iteration 16Q: 3 clusters Score -163119.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -163131.453125 Penalty: 2457.871338
	Iteration 17Q: 3 clusters Score -163131.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -163140.968750 Penalty: 2457.871338
	Iteration 18Q: 3 clusters Score -163141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -163150.312500 Penalty: 2457.871338
	Iteration 19Q: 3 clusters Score -163150.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -163162.515625 Penalty: 2457.871338
	Iteration 20F: 3 clusters Score -163162.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -163173.140625 Penalty: 2457.871338
	Iteration 21Q: 3 clusters Score -163173.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -163179.953125 Penalty: 2457.871338
	Iteration 22Q: 3 clusters Score -163180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -163188.218750 Penalty: 2457.871338
	Iteration 23Q: 3 clusters Score -163188.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -163191.250000 Penalty: 2457.871338
	Iteration 24Q: 3 clusters Score -163191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -163193.765625 Penalty: 2457.871338
	Iteration 25Q: 3 clusters Score -163193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -163198.078125 Penalty: 2457.871338
	Iteration 26Q: 3 clusters Score -163198.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -163204.078125 Penalty: 2457.871338
	Iteration 27Q: 3 clusters Score -163204.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -163216.937500 Penalty: 2457.871338
	Iteration 28Q: 3 clusters Score -163216.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -163230.421875 Penalty: 2457.871338
	Iteration 29Q: 3 clusters Score -163230.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -163241.781250 Penalty: 2457.871338
	Iteration 30Q: 3 clusters Score -163241.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -163247.937500 Penalty: 2457.871338
	Iteration 31Q: 3 clusters Score -163247.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -163252.031250 Penalty: 2457.871338
	Iteration 32Q: 3 clusters Score -163252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -163257.781250 Penalty: 2457.871338
	Iteration 33Q: 3 clusters Score -163257.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -163263.687500 Penalty: 2457.871338
	Iteration 34Q: 3 clusters Score -163263.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -163267.484375 Penalty: 2457.871338
	Iteration 35Q: 3 clusters Score -163267.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -163268.515625 Penalty: 2457.871338
	Iteration 36Q: 3 clusters Score -163268.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -163271.906250 Penalty: 2457.871338
	Iteration 37Q: 3 clusters Score -163271.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -163274.046875 Penalty: 2457.871338
	Iteration 38Q: 3 clusters Score -163274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -163280.250000 Penalty: 2457.871338
	Iteration 39Q: 3 clusters Score -163280.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -163289.515625 Penalty: 2457.871338
	Iteration 40F: 3 clusters Score -163289.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -163298.765625 Penalty: 2457.871338
	Iteration 41Q: 3 clusters Score -163298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -163305.984375 Penalty: 2457.871338
	Iteration 42Q: 3 clusters Score -163306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -163313.109375 Penalty: 2457.871338
	Iteration 43Q: 3 clusters Score -163313.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -163319.109375 Penalty: 2457.871338
	Iteration 44Q: 3 clusters Score -163319.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -163329.171875 Penalty: 2457.871338
	Iteration 45Q: 3 clusters Score -163329.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -163334.640625 Penalty: 2457.871338
	Iteration 46Q: 3 clusters Score -163334.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -163339.687500 Penalty: 2457.871338
	Iteration 47Q: 3 clusters Score -163339.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -163346.234375 Penalty: 2457.871338
	Iteration 48Q: 3 clusters Score -163346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -163356.390625 Penalty: 2457.871338
	Iteration 49Q: 3 clusters Score -163356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -163363.546875 Penalty: 2457.871338
	Iteration 50Q: 3 clusters Score -163363.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -163370.796875 Penalty: 2457.871338
	Iteration 51Q: 3 clusters Score -163370.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -163374.281250 Penalty: 2457.871338
	Iteration 52Q: 3 clusters Score -163374.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -163376.281250 Penalty: 2457.871338
	Iteration 53Q: 3 clusters Score -163376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -163379.031250 Penalty: 2457.871338
	Iteration 54Q: 3 clusters Score -163379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -163379.890625 Penalty: 2457.871338
	Iteration 55Q: 3 clusters Score -163379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -163379.890625 Penalty: 2457.871338
	Iteration 56F: 3 clusters Score -163379.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Entering Unmasked Estep 
Score: -129574.421875 Penalty: 1215.752808
	Iteration 0F: 2 clusters Score -129574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -127691.484375 Penalty: 2431.505615
	Iteration 0F: 3 clusters Score -127691.5 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -128540.585938 Penalty: 2431.505615
	Iteration 1F: 3 clusters Score -128540.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -128964.375000 Penalty: 2431.505615
	Iteration 2F: 3 clusters Score -128964.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -129275.406250 Penalty: 2431.505615
	Iteration 3F: 3 clusters Score -129275.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -129437.382812 Penalty: 2431.505615
	Iteration 4F: 3 clusters Score -129437.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -129518.015625 Penalty: 2431.505615
	Iteration 5Q: 3 clusters Score -129518 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -129577.296875 Penalty: 2431.505615
	Iteration 6Q: 3 clusters Score -129577.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129612.835938 Penalty: 2431.505615
	Iteration 7Q: 3 clusters Score -129612.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -129632.117188 Penalty: 2431.505615
	Iteration 8Q: 3 clusters Score -129632.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -129636.617188 Penalty: 2431.505615
	Iteration 9Q: 3 clusters Score -129636.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -129640.015625 Penalty: 2431.505615
	Iteration 10Q: 3 clusters Score -129640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -129643.140625 Penalty: 2431.505615
	Iteration 11Q: 3 clusters Score -129643.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -129646.156250 Penalty: 2431.505615
	Iteration 12Q: 3 clusters Score -129646.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -129648.187500 Penalty: 2431.505615
	Iteration 13Q: 3 clusters Score -129648.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -129648.664062 Penalty: 2431.505615
	Iteration 14Q: 3 clusters Score -129648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -129649.226562 Penalty: 2431.505615
	Iteration 15Q: 3 clusters Score -129649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -129649.617188 Penalty: 2431.505615
	Iteration 16Q: 3 clusters Score -129649.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -129649.820312 Penalty: 2431.505615
	Iteration 17Q: 3 clusters Score -129649.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129649.984375 Penalty: 2431.505615
	Iteration 18Q: 3 clusters Score -129650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -129649.984375 Penalty: 2431.505615
	Iteration 19F: 3 clusters Score -129650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1107 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Mstep: Class 39 contains 668 members 
Entering Unmasked Estep 
Score: -40893044.000000 Penalty: 82980.742188
Splitting cluster 35 changes total score from -40893916.000000 to -40893044.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Entering Unmasked Estep 
Score: -267729.250000 Penalty: 1303.293945
	Iteration 0F: 2 clusters Score -267729.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -264997.562500 Penalty: 2606.587891
	Iteration 0F: 3 clusters Score -264997.6 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -265647.156250 Penalty: 2606.587891
	Iteration 1F: 3 clusters Score -265647.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -265772.343750 Penalty: 2606.587891
	Iteration 2F: 3 clusters Score -265772.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -265858.593750 Penalty: 2606.587891
	Iteration 3F: 3 clusters Score -265858.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -265930.812500 Penalty: 2606.587891
	Iteration 4Q: 3 clusters Score -265930.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -265981.531250 Penalty: 2606.587891
	Iteration 5Q: 3 clusters Score -265981.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -266025.125000 Penalty: 2606.587891
	Iteration 6Q: 3 clusters Score -266025.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -266061.687500 Penalty: 2606.587891
	Iteration 7Q: 3 clusters Score -266061.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -266102.375000 Penalty: 2606.587891
	Iteration 8Q: 3 clusters Score -266102.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -266145.125000 Penalty: 2606.587891
	Iteration 9Q: 3 clusters Score -266145.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -266197.437500 Penalty: 2606.587891
	Iteration 10Q: 3 clusters Score -266197.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -266263.875000 Penalty: 2606.587891
	Iteration 11Q: 3 clusters Score -266263.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -266331.343750 Penalty: 2606.587891
	Iteration 12Q: 3 clusters Score -266331.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -266394.937500 Penalty: 2606.587891
	Iteration 13Q: 3 clusters Score -266394.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -266458.375000 Penalty: 2606.587891
	Iteration 14Q: 3 clusters Score -266458.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -266513.718750 Penalty: 2606.587891
	Iteration 15Q: 3 clusters Score -266513.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -266568.875000 Penalty: 2606.587891
	Iteration 16Q: 3 clusters Score -266568.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -266610.812500 Penalty: 2606.587891
	Iteration 17Q: 3 clusters Score -266610.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -266640.531250 Penalty: 2606.587891
	Iteration 18Q: 3 clusters Score -266640.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -266661.093750 Penalty: 2606.587891
	Iteration 19Q: 3 clusters Score -266661.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -266677.500000 Penalty: 2606.587891
	Iteration 20F: 3 clusters Score -266677.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -266692.437500 Penalty: 2606.587891
	Iteration 21Q: 3 clusters Score -266692.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -266709.187500 Penalty: 2606.587891
	Iteration 22Q: 3 clusters Score -266709.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -266715.937500 Penalty: 2606.587891
	Iteration 23Q: 3 clusters Score -266715.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -266720.000000 Penalty: 2606.587891
	Iteration 24Q: 3 clusters Score -266720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -266724.156250 Penalty: 2606.587891
	Iteration 25Q: 3 clusters Score -266724.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -266726.031250 Penalty: 2606.587891
	Iteration 26Q: 3 clusters Score -266726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -266727.750000 Penalty: 2606.587891
	Iteration 27Q: 3 clusters Score -266727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -266727.750000 Penalty: 2606.587891
	Iteration 28F: 3 clusters Score -266727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Entering Unmasked Estep 
Score: -165801.984375 Penalty: 1235.633423
	Iteration 0F: 2 clusters Score -165802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -163671.734375 Penalty: 2471.266846
	Iteration 0F: 3 clusters Score -163671.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -164127.421875 Penalty: 2471.266846
	Iteration 1F: 3 clusters Score -164127.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164267.859375 Penalty: 2471.266846
	Iteration 2F: 3 clusters Score -164267.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164353.687500 Penalty: 2471.266846
	Iteration 3F: 3 clusters Score -164353.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -164431.796875 Penalty: 2471.266846
	Iteration 4Q: 3 clusters Score -164431.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -164522.203125 Penalty: 2471.266846
	Iteration 5Q: 3 clusters Score -164522.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -164590.312500 Penalty: 2471.266846
	Iteration 6Q: 3 clusters Score -164590.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -164643.859375 Penalty: 2471.266846
	Iteration 7Q: 3 clusters Score -164643.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -164691.765625 Penalty: 2471.266846
	Iteration 8Q: 3 clusters Score -164691.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -164744.531250 Penalty: 2471.266846
	Iteration 9Q: 3 clusters Score -164744.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -164778.156250 Penalty: 2471.266846
	Iteration 10Q: 3 clusters Score -164778.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -164810.046875 Penalty: 2471.266846
	Iteration 11Q: 3 clusters Score -164810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -164832.921875 Penalty: 2471.266846
	Iteration 12Q: 3 clusters Score -164832.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -164858.593750 Penalty: 2471.266846
	Iteration 13Q: 3 clusters Score -164858.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -164873.421875 Penalty: 2471.266846
	Iteration 14Q: 3 clusters Score -164873.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -164884.078125 Penalty: 2471.266846
	Iteration 15Q: 3 clusters Score -164884.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -164894.562500 Penalty: 2471.266846
	Iteration 16Q: 3 clusters Score -164894.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -164903.343750 Penalty: 2471.266846
	Iteration 17Q: 3 clusters Score -164903.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -164913.828125 Penalty: 2471.266846
	Iteration 18Q: 3 clusters Score -164913.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164921.593750 Penalty: 2471.266846
	Iteration 19Q: 3 clusters Score -164921.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -164927.921875 Penalty: 2471.266846
	Iteration 20F: 3 clusters Score -164927.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -164937.703125 Penalty: 2471.266846
	Iteration 21Q: 3 clusters Score -164937.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164949.312500 Penalty: 2471.266846
	Iteration 22Q: 3 clusters Score -164949.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -164959.265625 Penalty: 2471.266846
	Iteration 23Q: 3 clusters Score -164959.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -164964.203125 Penalty: 2471.266846
	Iteration 24Q: 3 clusters Score -164964.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -164968.546875 Penalty: 2471.266846
	Iteration 25Q: 3 clusters Score -164968.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -164971.484375 Penalty: 2471.266846
	Iteration 26Q: 3 clusters Score -164971.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -164972.171875 Penalty: 2471.266846
	Iteration 27Q: 3 clusters Score -164972.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -164973.234375 Penalty: 2471.266846
	Iteration 28Q: 3 clusters Score -164973.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164973.718750 Penalty: 2471.266846
	Iteration 29Q: 3 clusters Score -164973.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164976.609375 Penalty: 2471.266846
	Iteration 30Q: 3 clusters Score -164976.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -164979.156250 Penalty: 2471.266846
	Iteration 31Q: 3 clusters Score -164979.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164980.343750 Penalty: 2471.266846
	Iteration 32Q: 3 clusters Score -164980.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -164981.906250 Penalty: 2471.266846
	Iteration 33Q: 3 clusters Score -164981.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164982.187500 Penalty: 2471.266846
	Iteration 34Q: 3 clusters Score -164982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -164982.187500 Penalty: 2471.266846
	Iteration 35F: 3 clusters Score -164982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Entering Unmasked Estep 
Score: -788875.000000 Penalty: 1479.016602
	Iteration 0F: 2 clusters Score -788875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -782421.375000 Penalty: 2958.033203
	Iteration 0F: 3 clusters Score -782421.4 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -784478.125000 Penalty: 2958.033203
	Iteration 1F: 3 clusters Score -784478.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -784730.687500 Penalty: 2958.033203
	Iteration 2F: 3 clusters Score -784730.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -784936.125000 Penalty: 2958.033203
	Iteration 3F: 3 clusters Score -784936.1 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -785133.125000 Penalty: 2958.033203
	Iteration 4Q: 3 clusters Score -785133.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -785323.500000 Penalty: 2958.033203
	Iteration 5Q: 3 clusters Score -785323.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -785508.187500 Penalty: 2958.033203
	Iteration 6Q: 3 clusters Score -785508.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -785690.125000 Penalty: 2958.033203
	Iteration 7Q: 3 clusters Score -785690.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -785867.937500 Penalty: 2958.033203
	Iteration 8Q: 3 clusters Score -785867.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -786044.000000 Penalty: 2958.033203
	Iteration 9Q: 3 clusters Score -786044 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -786283.562500 Penalty: 2958.033203
	Iteration 10Q: 3 clusters Score -786283.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -786592.562500 Penalty: 2958.033203
	Iteration 11Q: 3 clusters Score -786592.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -786956.500000 Penalty: 2958.033203
	Iteration 12Q: 3 clusters Score -786956.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -787389.625000 Penalty: 2958.033203
	Iteration 13Q: 3 clusters Score -787389.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -787751.000000 Penalty: 2958.033203
	Iteration 14Q: 3 clusters Score -787751 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -788030.750000 Penalty: 2958.033203
	Iteration 15Q: 3 clusters Score -788030.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -788245.937500 Penalty: 2958.033203
	Iteration 16Q: 3 clusters Score -788245.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -788414.250000 Penalty: 2958.033203
	Iteration 17Q: 3 clusters Score -788414.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -788555.187500 Penalty: 2958.033203
	Iteration 18Q: 3 clusters Score -788555.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -788647.125000 Penalty: 2958.033203
	Iteration 19Q: 3 clusters Score -788647.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -788699.750000 Penalty: 2958.033203
	Iteration 20F: 3 clusters Score -788699.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -788725.187500 Penalty: 2958.033203
	Iteration 21Q: 3 clusters Score -788725.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -788748.687500 Penalty: 2958.033203
	Iteration 22Q: 3 clusters Score -788748.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -788764.625000 Penalty: 2958.033203
	Iteration 23Q: 3 clusters Score -788764.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -788779.312500 Penalty: 2958.033203
	Iteration 24Q: 3 clusters Score -788779.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -788786.312500 Penalty: 2958.033203
	Iteration 25Q: 3 clusters Score -788786.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -788791.312500 Penalty: 2958.033203
	Iteration 26Q: 3 clusters Score -788791.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -788797.750000 Penalty: 2958.033203
	Iteration 27Q: 3 clusters Score -788797.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -788802.562500 Penalty: 2958.033203
	Iteration 28Q: 3 clusters Score -788802.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -788809.562500 Penalty: 2958.033203
	Iteration 29Q: 3 clusters Score -788809.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -788810.937500 Penalty: 2958.033203
	Iteration 30Q: 3 clusters Score -788810.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -788814.437500 Penalty: 2958.033203
	Iteration 31Q: 3 clusters Score -788814.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -788818.375000 Penalty: 2958.033203
	Iteration 32Q: 3 clusters Score -788818.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -788816.937500 Penalty: 2958.033203
	Iteration 33Q: 3 clusters Score -788816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -788817.187500 Penalty: 2958.033203
	Iteration 34Q: 3 clusters Score -788817.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -788819.437500 Penalty: 2958.033203
	Iteration 35Q: 3 clusters Score -788819.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -788824.937500 Penalty: 2958.033203
	Iteration 36Q: 3 clusters Score -788824.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -788822.812500 Penalty: 2958.033203
	Iteration 37Q: 3 clusters Score -788822.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -788825.375000 Penalty: 2958.033203
	Iteration 38Q: 3 clusters Score -788825.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -788825.437500 Penalty: 2958.033203
	Iteration 39Q: 3 clusters Score -788825.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -788826.750000 Penalty: 2958.033203
	Iteration 40F: 3 clusters Score -788826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -788827.437500 Penalty: 2958.033203
	Iteration 41Q: 3 clusters Score -788827.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -788828.375000 Penalty: 2958.033203
	Iteration 42Q: 3 clusters Score -788828.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -788828.125000 Penalty: 2958.033203
	Iteration 43Q: 3 clusters Score -788828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -788827.500000 Penalty: 2958.033203
	Iteration 44Q: 3 clusters Score -788827.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -788827.687500 Penalty: 2958.033203
	Iteration 45Q: 3 clusters Score -788827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -788827.687500 Penalty: 2958.033203
	Iteration 46F: 3 clusters Score -788827.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1058 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893868.000000 Penalty: 80853.031250
Iteration 159Q: 39 clusters Score -4.089387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1284 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35687 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19270 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1056 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39940 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12439 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46496 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893916.000000 Penalty: 80853.031250
Iteration 160F: 39 clusters Score -4.089392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1305 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2277 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5609 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12440 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1286 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46496 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2006 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893988.000000 Penalty: 80853.031250
Iteration 161Q: 39 clusters Score -4.089399e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1327 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19269 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2279 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10403 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39940 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5610 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25071 members 
Mstep: Class 27 contains 1284 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1622 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2007 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894020.000000 Penalty: 80853.031250
Iteration 162Q: 39 clusters Score -4.089402e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1343 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1753 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37258 members 
Mstep: Class 11 contains 19271 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2280 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 983 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39939 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5612 members 
Mstep: Class 24 contains 109041 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 10632 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1619 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46498 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1788 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2008 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894148.000000 Penalty: 80853.031250
Iteration 163Q: 39 clusters Score -4.089415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1353 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35688 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19274 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2284 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 959 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39938 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5613 members 
Mstep: Class 24 contains 109041 members 
Mstep: Class 25 contains 12441 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1283 members 
Mstep: Class 28 contains 10629 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16501 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1797 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894176.000000 Penalty: 80853.031250
Iteration 164Q: 39 clusters Score -4.089418e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1362 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35689 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11623 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2287 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 935 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 39936 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5615 members 
Mstep: Class 24 contains 109044 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25073 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 10626 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46501 members 
Mstep: Class 33 contains 16500 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1805 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894168.000000 Penalty: 80853.031250
Iteration 165Q: 39 clusters Score -4.089417e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1364 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35690 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37257 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2294 members 
Mstep: Class 16 contains 2111 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5617 members 
Mstep: Class 24 contains 109042 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25076 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 10625 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1615 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46501 members 
Mstep: Class 33 contains 16496 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1815 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2010 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894168.000000 Penalty: 80853.031250
Iteration 166Q: 39 clusters Score -4.089417e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1367 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35691 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19555 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2297 members 
Mstep: Class 16 contains 2110 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 894 members 
Mstep: Class 20 contains 13259 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5620 members 
Mstep: Class 24 contains 109043 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25077 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 10621 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16493 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1823 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 8970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894256.000000 Penalty: 80853.031250
Iteration 167Q: 39 clusters Score -4.089426e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1371 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35691 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11631 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2302 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 884 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39937 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5619 members 
Mstep: Class 24 contains 109044 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25079 members 
Mstep: Class 27 contains 1282 members 
Mstep: Class 28 contains 10617 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1615 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46501 members 
Mstep: Class 33 contains 16490 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1827 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 8971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894224.000000 Penalty: 80853.031250
Iteration 168Q: 39 clusters Score -4.089422e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1376 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35691 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 15 contains 2308 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2139 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 867 members 
Mstep: Class 20 contains 13261 members 
Mstep: Class 21 contains 39939 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5622 members 
Mstep: Class 24 contains 109045 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 25079 members 
Mstep: Class 27 contains 1281 members 
Mstep: Class 28 contains 10615 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 766 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16490 members 
Mstep: Class 34 contains 1924 members 
Mstep: Class 35 contains 1833 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2011 members 
Mstep: Class 38 contains 8973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894224.000000 Penalty: 80853.031250
Iteration 169Q: 39 clusters Score -4.089422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1378 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35692 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 1754 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3658 members 
Mstep: Class 15 contains 2307 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 855 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 39941 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5628 members 
Mstep: Class 24 contains 109047 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 25079 members 
Mstep: Class 27 contains 1280 members 
Mstep: Class 28 contains 10613 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1616 members 
Mstep: Class 31 contains 767 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16487 members 
Mstep: Class 34 contains 1925 members 
Mstep: Class 35 contains 1838 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894212.000000 Penalty: 80853.031250
Iteration 170Q: 39 clusters Score -4.089421e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1380 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35693 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 1755 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3654 members 
Mstep: Class 15 contains 2314 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 10402 members 
Mstep: Class 19 contains 848 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 39943 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5629 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25074 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 10610 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1617 members 
Mstep: Class 31 contains 769 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16485 members 
Mstep: Class 34 contains 1927 members 
Mstep: Class 35 contains 1839 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894248.000000 Penalty: 80853.031250
Iteration 171Q: 39 clusters Score -4.089425e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1381 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35695 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19554 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 11629 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3649 members 
Mstep: Class 15 contains 2317 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 839 members 
Mstep: Class 20 contains 13265 members 
Mstep: Class 21 contains 39944 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5635 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25067 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 10607 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16485 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 1842 members 
Mstep: Class 36 contains 3042 members 
Mstep: Class 37 contains 2012 members 
Mstep: Class 38 contains 8976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894224.000000 Penalty: 80853.031250
Iteration 172Q: 39 clusters Score -4.089422e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 8 contains 1757 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19282 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3646 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 13266 members 
Mstep: Class 21 contains 39946 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5639 members 
Mstep: Class 24 contains 109047 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25065 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 10607 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 772 members 
Mstep: Class 32 contains 46494 members 
Mstep: Class 33 contains 16483 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 1841 members 
Mstep: Class 36 contains 3044 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 8977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894280.000000 Penalty: 80853.031250
Iteration 173Q: 39 clusters Score -4.089428e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1382 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35697 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19552 members 
Mstep: Class 8 contains 1759 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 11630 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3645 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2138 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 823 members 
Mstep: Class 20 contains 13265 members 
Mstep: Class 21 contains 39948 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 109047 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25064 members 
Mstep: Class 27 contains 1276 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 772 members 
Mstep: Class 32 contains 46491 members 
Mstep: Class 33 contains 16481 members 
Mstep: Class 34 contains 1928 members 
Mstep: Class 35 contains 1844 members 
Mstep: Class 36 contains 3045 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 8979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894296.000000 Penalty: 80853.031250
Iteration 174Q: 39 clusters Score -4.08943e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35698 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3643 members 
Mstep: Class 15 contains 2320 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2137 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 816 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 39951 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5644 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 25065 members 
Mstep: Class 27 contains 1274 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 772 members 
Mstep: Class 32 contains 46494 members 
Mstep: Class 33 contains 16479 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1851 members 
Mstep: Class 36 contains 3046 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 8980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894340.000000 Penalty: 80853.031250
Iteration 175Q: 39 clusters Score -4.089434e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1383 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35697 members 
Mstep: Class 5 contains 14630 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 8 contains 1760 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19281 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3642 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 807 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 39951 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1268 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1618 members 
Mstep: Class 31 contains 772 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16479 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1864 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 2014 members 
Mstep: Class 38 contains 8981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894364.000000 Penalty: 80853.031250
Iteration 176Q: 39 clusters Score -4.089436e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1386 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19548 members 
Mstep: Class 8 contains 1761 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3641 members 
Mstep: Class 15 contains 2319 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2136 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 787 members 
Mstep: Class 20 contains 13264 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5649 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1264 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1621 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46495 members 
Mstep: Class 33 contains 16477 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1885 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 2013 members 
Mstep: Class 38 contains 8985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894344.000000 Penalty: 80853.031250
Iteration 177Q: 39 clusters Score -4.089434e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14632 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19548 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11628 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2134 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 769 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39947 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5652 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12444 members 
Mstep: Class 26 contains 25061 members 
Mstep: Class 27 contains 1258 members 
Mstep: Class 28 contains 10608 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1623 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46496 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1903 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 2014 members 
Mstep: Class 38 contains 8987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894360.000000 Penalty: 80853.031250
Iteration 178Q: 39 clusters Score -4.089436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35695 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1762 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2321 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 10401 members 
Mstep: Class 19 contains 753 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39948 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5655 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12445 members 
Mstep: Class 26 contains 25061 members 
Mstep: Class 27 contains 1258 members 
Mstep: Class 28 contains 10605 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16475 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1918 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 2015 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894344.000000 Penalty: 80853.031250
Iteration 179Q: 39 clusters Score -4.089434e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1763 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11624 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2323 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 13263 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5655 members 
Mstep: Class 24 contains 109045 members 
Mstep: Class 25 contains 12445 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10604 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1929 members 
Mstep: Class 36 contains 3047 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894356.000000 Penalty: 80853.031250
Iteration 180F: 39 clusters Score -4.089436e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1387 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1764 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11621 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2324 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2132 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 13262 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5655 members 
Mstep: Class 24 contains 109045 members 
Mstep: Class 25 contains 12446 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1250 members 
Mstep: Class 28 contains 10603 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 3048 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894324.000000 Penalty: 80853.031250
Iteration 181Q: 39 clusters Score -4.089432e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1765 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37256 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11620 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2325 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 13260 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5654 members 
Mstep: Class 24 contains 109045 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25062 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10600 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1931 members 
Mstep: Class 36 contains 3050 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894396.000000 Penalty: 80853.031250
Iteration 182Q: 39 clusters Score -4.08944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1766 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19279 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 13256 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5655 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25061 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 10601 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46497 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1934 members 
Mstep: Class 36 contains 3053 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894412.000000 Penalty: 80853.031250
Iteration 183Q: 39 clusters Score -4.089441e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10400 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 13254 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8232 members 
Mstep: Class 23 contains 5657 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25059 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10599 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46498 members 
Mstep: Class 33 contains 16476 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1936 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894388.000000 Penalty: 80853.031250
Iteration 184Q: 39 clusters Score -4.089439e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35694 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19547 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 740 members 
Mstep: Class 20 contains 13253 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5660 members 
Mstep: Class 24 contains 109047 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10596 members 
Mstep: Class 29 contains 3005 members 
Mstep: Class 30 contains 1627 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16474 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1937 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894468.000000 Penalty: 80853.031250
Iteration 185Q: 39 clusters Score -4.089447e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35695 members 
Mstep: Class 5 contains 14631 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39949 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 109048 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25055 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10593 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16473 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1937 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2022 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894456.000000 Penalty: 80853.031250
Iteration 186Q: 39 clusters Score -4.089446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35697 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3295 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10398 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8234 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 109048 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25056 members 
Mstep: Class 27 contains 1251 members 
Mstep: Class 28 contains 10592 members 
Mstep: Class 29 contains 3006 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1939 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894480.000000 Penalty: 80853.031250
Iteration 187Q: 39 clusters Score -4.089448e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 745 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8234 members 
Mstep: Class 23 contains 5661 members 
Mstep: Class 24 contains 109049 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25056 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10588 members 
Mstep: Class 29 contains 3007 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894488.000000 Penalty: 80853.031250
Iteration 188Q: 39 clusters Score -4.089449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11618 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10397 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5663 members 
Mstep: Class 24 contains 109049 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1255 members 
Mstep: Class 28 contains 10586 members 
Mstep: Class 29 contains 3008 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1941 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894476.000000 Penalty: 80853.031250
Iteration 189Q: 39 clusters Score -4.089448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 109050 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1626 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46499 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1942 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2021 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894464.000000 Penalty: 80853.031250
Iteration 190Q: 39 clusters Score -4.089446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2333 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5663 members 
Mstep: Class 24 contains 109049 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1944 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2020 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894472.000000 Penalty: 80853.031250
Iteration 191Q: 39 clusters Score -4.089447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 738 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5664 members 
Mstep: Class 24 contains 109049 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25058 members 
Mstep: Class 27 contains 1253 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2019 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894480.000000 Penalty: 80853.031250
Iteration 192Q: 39 clusters Score -4.089448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 737 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 109049 members 
Mstep: Class 25 contains 12447 members 
Mstep: Class 26 contains 25059 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10584 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1628 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894468.000000 Penalty: 80853.031250
Iteration 193Q: 39 clusters Score -4.089447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19277 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 736 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5665 members 
Mstep: Class 24 contains 109048 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25058 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10585 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894436.000000 Penalty: 80853.031250
Iteration 194Q: 39 clusters Score -4.089444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894436.000000 Penalty: 80853.031250
Iteration 195Q: 39 clusters Score -4.089444e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894436.000000 Penalty: 80853.031250
Iteration 196F: 39 clusters Score -4.089444e+07 nChanged 0
Entering ConstructFrom: 
Score: -40894436.000000 Penalty: 80853.031250
Entering ConstructFrom: 
Trying to split cluster 1 (2662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Entering Unmasked Estep 
Score: -221182.406250 Penalty: 1281.610352
	Iteration 0F: 2 clusters Score -221182.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -218695.859375 Penalty: 2563.220703
	Iteration 0F: 3 clusters Score -218695.9 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -219376.906250 Penalty: 2563.220703
	Iteration 1F: 3 clusters Score -219376.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -219623.140625 Penalty: 2563.220703
	Iteration 2F: 3 clusters Score -219623.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -219814.187500 Penalty: 2563.220703
	Iteration 3F: 3 clusters Score -219814.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -219960.093750 Penalty: 2563.220703
	Iteration 4F: 3 clusters Score -219960.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -220081.375000 Penalty: 2563.220703
	Iteration 5Q: 3 clusters Score -220081.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -220178.328125 Penalty: 2563.220703
	Iteration 6Q: 3 clusters Score -220178.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -220261.312500 Penalty: 2563.220703
	Iteration 7Q: 3 clusters Score -220261.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -220337.187500 Penalty: 2563.220703
	Iteration 8Q: 3 clusters Score -220337.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -220380.671875 Penalty: 2563.220703
	Iteration 9Q: 3 clusters Score -220380.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -220413.859375 Penalty: 2563.220703
	Iteration 10Q: 3 clusters Score -220413.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -220449.859375 Penalty: 2563.220703
	Iteration 11Q: 3 clusters Score -220449.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -220481.000000 Penalty: 2563.220703
	Iteration 12Q: 3 clusters Score -220481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -220512.671875 Penalty: 2563.220703
	Iteration 13Q: 3 clusters Score -220512.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -220542.906250 Penalty: 2563.220703
	Iteration 14Q: 3 clusters Score -220542.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -220561.968750 Penalty: 2563.220703
	Iteration 15Q: 3 clusters Score -220562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -220571.812500 Penalty: 2563.220703
	Iteration 16Q: 3 clusters Score -220571.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -220580.734375 Penalty: 2563.220703
	Iteration 17Q: 3 clusters Score -220580.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -220587.015625 Penalty: 2563.220703
	Iteration 18Q: 3 clusters Score -220587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -220592.468750 Penalty: 2563.220703
	Iteration 19Q: 3 clusters Score -220592.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -220596.296875 Penalty: 2563.220703
	Iteration 20F: 3 clusters Score -220596.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -220598.562500 Penalty: 2563.220703
	Iteration 21Q: 3 clusters Score -220598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -220601.296875 Penalty: 2563.220703
	Iteration 22Q: 3 clusters Score -220601.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -220604.968750 Penalty: 2563.220703
	Iteration 23Q: 3 clusters Score -220605 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -220607.187500 Penalty: 2563.220703
	Iteration 24Q: 3 clusters Score -220607.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -220609.734375 Penalty: 2563.220703
	Iteration 25Q: 3 clusters Score -220609.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -220612.312500 Penalty: 2563.220703
	Iteration 26Q: 3 clusters Score -220612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -220614.343750 Penalty: 2563.220703
	Iteration 27Q: 3 clusters Score -220614.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -220614.859375 Penalty: 2563.220703
	Iteration 28Q: 3 clusters Score -220614.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220615.546875 Penalty: 2563.220703
	Iteration 29Q: 3 clusters Score -220615.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -220616.000000 Penalty: 2563.220703
	Iteration 30Q: 3 clusters Score -220616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220616.359375 Penalty: 2563.220703
	Iteration 31Q: 3 clusters Score -220616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -220616.359375 Penalty: 2563.220703
	Iteration 32F: 3 clusters Score -220616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Entering Unmasked Estep 
Score: -113857.250000 Penalty: 1175.788086
	Iteration 0F: 2 clusters Score -113857.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -112155.218750 Penalty: 2351.576172
	Iteration 0F: 3 clusters Score -112155.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -112534.578125 Penalty: 2351.576172
	Iteration 1F: 3 clusters Score -112534.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -112633.781250 Penalty: 2351.576172
	Iteration 2F: 3 clusters Score -112633.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -112688.109375 Penalty: 2351.576172
	Iteration 3Q: 3 clusters Score -112688.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -112732.968750 Penalty: 2351.576172
	Iteration 4Q: 3 clusters Score -112733 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112770.015625 Penalty: 2351.576172
	Iteration 5Q: 3 clusters Score -112770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112795.359375 Penalty: 2351.576172
	Iteration 6Q: 3 clusters Score -112795.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112814.515625 Penalty: 2351.576172
	Iteration 7Q: 3 clusters Score -112814.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -112842.929688 Penalty: 2351.576172
	Iteration 8Q: 3 clusters Score -112842.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -112877.617188 Penalty: 2351.576172
	Iteration 9Q: 3 clusters Score -112877.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -112897.601562 Penalty: 2351.576172
	Iteration 10Q: 3 clusters Score -112897.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -112918.195312 Penalty: 2351.576172
	Iteration 11Q: 3 clusters Score -112918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -112932.039062 Penalty: 2351.576172
	Iteration 12Q: 3 clusters Score -112932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -112949.976562 Penalty: 2351.576172
	Iteration 13Q: 3 clusters Score -112950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -112983.585938 Penalty: 2351.576172
	Iteration 14Q: 3 clusters Score -112983.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113027.578125 Penalty: 2351.576172
	Iteration 15Q: 3 clusters Score -113027.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113073.125000 Penalty: 2351.576172
	Iteration 16Q: 3 clusters Score -113073.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113102.046875 Penalty: 2351.576172
	Iteration 17Q: 3 clusters Score -113102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -113132.570312 Penalty: 2351.576172
	Iteration 18Q: 3 clusters Score -113132.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -113165.625000 Penalty: 2351.576172
	Iteration 19Q: 3 clusters Score -113165.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -113211.742188 Penalty: 2351.576172
	Iteration 20F: 3 clusters Score -113211.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -113254.992188 Penalty: 2351.576172
	Iteration 21Q: 3 clusters Score -113255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -113284.390625 Penalty: 2351.576172
	Iteration 22Q: 3 clusters Score -113284.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -113321.742188 Penalty: 2351.576172
	Iteration 23Q: 3 clusters Score -113321.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -113356.718750 Penalty: 2351.576172
	Iteration 24Q: 3 clusters Score -113356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -113395.562500 Penalty: 2351.576172
	Iteration 25Q: 3 clusters Score -113395.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113422.546875 Penalty: 2351.576172
	Iteration 26Q: 3 clusters Score -113422.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -113443.351562 Penalty: 2351.576172
	Iteration 27Q: 3 clusters Score -113443.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -113458.421875 Penalty: 2351.576172
	Iteration 28Q: 3 clusters Score -113458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -113472.820312 Penalty: 2351.576172
	Iteration 29Q: 3 clusters Score -113472.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -113493.992188 Penalty: 2351.576172
	Iteration 30Q: 3 clusters Score -113494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -113505.437500 Penalty: 2351.576172
	Iteration 31Q: 3 clusters Score -113505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -113515.304688 Penalty: 2351.576172
	Iteration 32Q: 3 clusters Score -113515.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -113526.554688 Penalty: 2351.576172
	Iteration 33Q: 3 clusters Score -113526.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -113534.500000 Penalty: 2351.576172
	Iteration 34Q: 3 clusters Score -113534.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113538.312500 Penalty: 2351.576172
	Iteration 35Q: 3 clusters Score -113538.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113540.078125 Penalty: 2351.576172
	Iteration 36Q: 3 clusters Score -113540.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113540.671875 Penalty: 2351.576172
	Iteration 37Q: 3 clusters Score -113540.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -113542.750000 Penalty: 2351.576172
	Iteration 38F: 3 clusters Score -113542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -113545.195312 Penalty: 2351.576172
	Iteration 39Q: 3 clusters Score -113545.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -113547.375000 Penalty: 2351.576172
	Iteration 40F: 3 clusters Score -113547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -113549.476562 Penalty: 2351.576172
	Iteration 41Q: 3 clusters Score -113549.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113549.679688 Penalty: 2351.576172
	Iteration 42Q: 3 clusters Score -113549.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -113549.679688 Penalty: 2351.576172
	Iteration 43F: 3 clusters Score -113549.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Entering Unmasked Estep 
Score: -297090.250000 Penalty: 1320.895020
	Iteration 0F: 2 clusters Score -297090.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -294131.062500 Penalty: 2641.790039
	Iteration 0F: 3 clusters Score -294131.1 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -294843.187500 Penalty: 2641.790039
	Iteration 1F: 3 clusters Score -294843.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -294976.468750 Penalty: 2641.790039
	Iteration 2F: 3 clusters Score -294976.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -295053.437500 Penalty: 2641.790039
	Iteration 3Q: 3 clusters Score -295053.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -295117.125000 Penalty: 2641.790039
	Iteration 4Q: 3 clusters Score -295117.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -295163.250000 Penalty: 2641.790039
	Iteration 5Q: 3 clusters Score -295163.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -295190.375000 Penalty: 2641.790039
	Iteration 6Q: 3 clusters Score -295190.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -295211.750000 Penalty: 2641.790039
	Iteration 7Q: 3 clusters Score -295211.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -295228.156250 Penalty: 2641.790039
	Iteration 8Q: 3 clusters Score -295228.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -295249.812500 Penalty: 2641.790039
	Iteration 9Q: 3 clusters Score -295249.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -295278.375000 Penalty: 2641.790039
	Iteration 10Q: 3 clusters Score -295278.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -295310.062500 Penalty: 2641.790039
	Iteration 11Q: 3 clusters Score -295310.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -295352.718750 Penalty: 2641.790039
	Iteration 12Q: 3 clusters Score -295352.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -295392.843750 Penalty: 2641.790039
	Iteration 13Q: 3 clusters Score -295392.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -295439.875000 Penalty: 2641.790039
	Iteration 14Q: 3 clusters Score -295439.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -295505.906250 Penalty: 2641.790039
	Iteration 15Q: 3 clusters Score -295505.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -295581.781250 Penalty: 2641.790039
	Iteration 16Q: 3 clusters Score -295581.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -295675.218750 Penalty: 2641.790039
	Iteration 17Q: 3 clusters Score -295675.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -295770.125000 Penalty: 2641.790039
	Iteration 18Q: 3 clusters Score -295770.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -295836.218750 Penalty: 2641.790039
	Iteration 19Q: 3 clusters Score -295836.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -295899.625000 Penalty: 2641.790039
	Iteration 20F: 3 clusters Score -295899.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -295951.562500 Penalty: 2641.790039
	Iteration 21Q: 3 clusters Score -295951.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -295991.968750 Penalty: 2641.790039
	Iteration 22Q: 3 clusters Score -295992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -296020.875000 Penalty: 2641.790039
	Iteration 23Q: 3 clusters Score -296020.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -296044.781250 Penalty: 2641.790039
	Iteration 24Q: 3 clusters Score -296044.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -296063.312500 Penalty: 2641.790039
	Iteration 25Q: 3 clusters Score -296063.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -296081.812500 Penalty: 2641.790039
	Iteration 26Q: 3 clusters Score -296081.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -296094.968750 Penalty: 2641.790039
	Iteration 27Q: 3 clusters Score -296095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -296099.875000 Penalty: 2641.790039
	Iteration 28Q: 3 clusters Score -296099.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -296103.843750 Penalty: 2641.790039
	Iteration 29Q: 3 clusters Score -296103.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -296105.562500 Penalty: 2641.790039
	Iteration 30Q: 3 clusters Score -296105.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -296106.406250 Penalty: 2641.790039
	Iteration 31Q: 3 clusters Score -296106.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -296106.406250 Penalty: 2641.790039
	Iteration 32F: 3 clusters Score -296106.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -3168355.500000 Penalty: 1703.453979
	Iteration 0F: 2 clusters Score -3168356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -3144379.750000 Penalty: 3406.907959
	Iteration 0F: 3 clusters Score -3144380 nChanged 16557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -3153700.500000 Penalty: 3406.907959
	Iteration 1F: 3 clusters Score -3153700 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -3154087.500000 Penalty: 3406.907959
	Iteration 2Q: 3 clusters Score -3154088 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3154432.500000 Penalty: 3406.907959
	Iteration 3Q: 3 clusters Score -3154432 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3154856.000000 Penalty: 3406.907959
	Iteration 4Q: 3 clusters Score -3154856 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -3155368.750000 Penalty: 3406.907959
	Iteration 5Q: 3 clusters Score -3155369 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 21476 members 
Entering Unmasked Estep 
Score: -3156069.500000 Penalty: 3406.907959
	Iteration 6Q: 3 clusters Score -3156070 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -3157055.750000 Penalty: 3406.907959
	Iteration 7Q: 3 clusters Score -3157056 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3158453.250000 Penalty: 3406.907959
	Iteration 8F: 3 clusters Score -3158453 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 26313 members 
Entering Unmasked Estep 
Score: -3160202.500000 Penalty: 3406.907959
	Iteration 9F: 3 clusters Score -3160202 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3161745.000000 Penalty: 3406.907959
	Iteration 10F: 3 clusters Score -3161745 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 29201 members 
Entering Unmasked Estep 
Score: -3162924.500000 Penalty: 3406.907959
	Iteration 11Q: 3 clusters Score -3162924 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -3163691.000000 Penalty: 3406.907959
	Iteration 12Q: 3 clusters Score -3163691 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 31033 members 
Entering Unmasked Estep 
Score: -3164259.250000 Penalty: 3406.907959
	Iteration 13Q: 3 clusters Score -3164259 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -3164685.000000 Penalty: 3406.907959
	Iteration 14Q: 3 clusters Score -3164685 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 32328 members 
Entering Unmasked Estep 
Score: -3165074.250000 Penalty: 3406.907959
	Iteration 15Q: 3 clusters Score -3165074 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -3165401.000000 Penalty: 3406.907959
	Iteration 16Q: 3 clusters Score -3165401 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -3165704.750000 Penalty: 3406.907959
	Iteration 17Q: 3 clusters Score -3165705 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 33637 members 
Entering Unmasked Estep 
Score: -3165949.000000 Penalty: 3406.907959
	Iteration 18Q: 3 clusters Score -3165949 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -3166143.750000 Penalty: 3406.907959
	Iteration 19Q: 3 clusters Score -3166144 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -3166330.750000 Penalty: 3406.907959
	Iteration 20F: 3 clusters Score -3166331 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -3166471.500000 Penalty: 3406.907959
	Iteration 21Q: 3 clusters Score -3166472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -3166582.000000 Penalty: 3406.907959
	Iteration 22Q: 3 clusters Score -3166582 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -3166660.500000 Penalty: 3406.907959
	Iteration 23Q: 3 clusters Score -3166660 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -3166724.250000 Penalty: 3406.907959
	Iteration 24Q: 3 clusters Score -3166724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -3166766.750000 Penalty: 3406.907959
	Iteration 25Q: 3 clusters Score -3166767 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -3166808.000000 Penalty: 3406.907959
	Iteration 26Q: 3 clusters Score -3166808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -3166821.000000 Penalty: 3406.907959
	Iteration 27Q: 3 clusters Score -3166821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 34962 members 
Entering Unmasked Estep 
Score: -3166830.500000 Penalty: 3406.907959
	Iteration 28Q: 3 clusters Score -3166830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -3166836.000000 Penalty: 3406.907959
	Iteration 29Q: 3 clusters Score -3166836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3166846.250000 Penalty: 3406.907959
	Iteration 30Q: 3 clusters Score -3166846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -3166848.000000 Penalty: 3406.907959
	Iteration 31Q: 3 clusters Score -3166848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -3166849.750000 Penalty: 3406.907959
	Iteration 32Q: 3 clusters Score -3166850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 35040 members 
Entering Unmasked Estep 
Score: -3166859.500000 Penalty: 3406.907959
	Iteration 33Q: 3 clusters Score -3166860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35052 members 
Entering Unmasked Estep 
Score: -3166866.250000 Penalty: 3406.907959
	Iteration 34Q: 3 clusters Score -3166866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -3166873.500000 Penalty: 3406.907959
	Iteration 35Q: 3 clusters Score -3166874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -3166882.750000 Penalty: 3406.907959
	Iteration 36Q: 3 clusters Score -3166883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -3166891.250000 Penalty: 3406.907959
	Iteration 37Q: 3 clusters Score -3166891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -3166899.750000 Penalty: 3406.907959
	Iteration 38Q: 3 clusters Score -3166900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -3166912.250000 Penalty: 3406.907959
	Iteration 39Q: 3 clusters Score -3166912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -3166909.250000 Penalty: 3406.907959
	Iteration 40F: 3 clusters Score -3166909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3166911.000000 Penalty: 3406.907959
	Iteration 41Q: 3 clusters Score -3166911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3166912.500000 Penalty: 3406.907959
	Iteration 42Q: 3 clusters Score -3166912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -3166912.500000 Penalty: 3406.907959
	Iteration 43F: 3 clusters Score -3166912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Entering Unmasked Estep 
Score: -1292226.750000 Penalty: 1558.487549
	Iteration 0F: 2 clusters Score -1292227 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1282033.375000 Penalty: 3116.975098
	Iteration 0F: 3 clusters Score -1282033 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1285584.375000 Penalty: 3116.975098
	Iteration 1F: 3 clusters Score -1285584 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1285929.000000 Penalty: 3116.975098
	Iteration 2F: 3 clusters Score -1285929 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1286262.500000 Penalty: 3116.975098
	Iteration 3F: 3 clusters Score -1286262 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1286613.000000 Penalty: 3116.975098
	Iteration 4F: 3 clusters Score -1286613 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1286988.625000 Penalty: 3116.975098
	Iteration 5F: 3 clusters Score -1286989 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 8322 members 
Entering Unmasked Estep 
Score: -1287348.250000 Penalty: 3116.975098
	Iteration 6F: 3 clusters Score -1287348 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1287698.625000 Penalty: 3116.975098
	Iteration 7Q: 3 clusters Score -1287699 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1287995.125000 Penalty: 3116.975098
	Iteration 8Q: 3 clusters Score -1287995 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 9189 members 
Entering Unmasked Estep 
Score: -1288209.750000 Penalty: 3116.975098
	Iteration 9Q: 3 clusters Score -1288210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -1288386.375000 Penalty: 3116.975098
	Iteration 10Q: 3 clusters Score -1288386 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1288531.375000 Penalty: 3116.975098
	Iteration 11Q: 3 clusters Score -1288531 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1288713.625000 Penalty: 3116.975098
	Iteration 12Q: 3 clusters Score -1288714 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1288908.750000 Penalty: 3116.975098
	Iteration 13Q: 3 clusters Score -1288909 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1289092.500000 Penalty: 3116.975098
	Iteration 14Q: 3 clusters Score -1289092 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1289270.500000 Penalty: 3116.975098
	Iteration 15Q: 3 clusters Score -1289270 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1289394.000000 Penalty: 3116.975098
	Iteration 16Q: 3 clusters Score -1289394 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1289502.375000 Penalty: 3116.975098
	Iteration 17Q: 3 clusters Score -1289502 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1289615.375000 Penalty: 3116.975098
	Iteration 18Q: 3 clusters Score -1289615 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -1289726.000000 Penalty: 3116.975098
	Iteration 19Q: 3 clusters Score -1289726 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1289832.625000 Penalty: 3116.975098
	Iteration 20F: 3 clusters Score -1289833 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1289918.500000 Penalty: 3116.975098
	Iteration 21Q: 3 clusters Score -1289918 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1290006.250000 Penalty: 3116.975098
	Iteration 22Q: 3 clusters Score -1290006 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -1290081.250000 Penalty: 3116.975098
	Iteration 23Q: 3 clusters Score -1290081 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 12369 members 
Entering Unmasked Estep 
Score: -1290151.125000 Penalty: 3116.975098
	Iteration 24Q: 3 clusters Score -1290151 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1290222.375000 Penalty: 3116.975098
	Iteration 25Q: 3 clusters Score -1290222 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1290319.500000 Penalty: 3116.975098
	Iteration 26Q: 3 clusters Score -1290320 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -1290418.625000 Penalty: 3116.975098
	Iteration 27Q: 3 clusters Score -1290419 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1290529.625000 Penalty: 3116.975098
	Iteration 28Q: 3 clusters Score -1290530 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -1290654.625000 Penalty: 3116.975098
	Iteration 29Q: 3 clusters Score -1290655 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -1290755.500000 Penalty: 3116.975098
	Iteration 30Q: 3 clusters Score -1290756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -1290829.625000 Penalty: 3116.975098
	Iteration 31Q: 3 clusters Score -1290830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1290880.750000 Penalty: 3116.975098
	Iteration 32Q: 3 clusters Score -1290881 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1290919.125000 Penalty: 3116.975098
	Iteration 33Q: 3 clusters Score -1290919 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1290944.250000 Penalty: 3116.975098
	Iteration 34Q: 3 clusters Score -1290944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -1290954.875000 Penalty: 3116.975098
	Iteration 35Q: 3 clusters Score -1290955 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1290967.250000 Penalty: 3116.975098
	Iteration 36Q: 3 clusters Score -1290967 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1290976.000000 Penalty: 3116.975098
	Iteration 37Q: 3 clusters Score -1290976 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -1290985.250000 Penalty: 3116.975098
	Iteration 38Q: 3 clusters Score -1290985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1290989.500000 Penalty: 3116.975098
	Iteration 39Q: 3 clusters Score -1290990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1290991.250000 Penalty: 3116.975098
	Iteration 40F: 3 clusters Score -1290991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -1290994.375000 Penalty: 3116.975098
	Iteration 41Q: 3 clusters Score -1290994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -1290995.750000 Penalty: 3116.975098
	Iteration 42Q: 3 clusters Score -1290996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1291001.375000 Penalty: 3116.975098
	Iteration 43Q: 3 clusters Score -1291001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1291005.625000 Penalty: 3116.975098
	Iteration 44Q: 3 clusters Score -1291006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1291007.375000 Penalty: 3116.975098
	Iteration 45Q: 3 clusters Score -1291007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1291006.625000 Penalty: 3116.975098
	Iteration 46Q: 3 clusters Score -1291007 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -1291008.125000 Penalty: 3116.975098
	Iteration 47Q: 3 clusters Score -1291008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1291009.250000 Penalty: 3116.975098
	Iteration 48Q: 3 clusters Score -1291009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1291010.125000 Penalty: 3116.975098
	Iteration 49Q: 3 clusters Score -1291010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1291009.875000 Penalty: 3116.975098
	Iteration 50Q: 3 clusters Score -1291010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1291009.000000 Penalty: 3116.975098
	Iteration 51Q: 3 clusters Score -1291009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1291008.750000 Penalty: 3116.975098
	Iteration 52Q: 3 clusters Score -1291009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -1291009.125000 Penalty: 3116.975098
	Iteration 53Q: 3 clusters Score -1291009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1291012.375000 Penalty: 3116.975098
	Iteration 54Q: 3 clusters Score -1291012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1291011.750000 Penalty: 3116.975098
	Iteration 55Q: 3 clusters Score -1291012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1291012.000000 Penalty: 3116.975098
	Iteration 56Q: 3 clusters Score -1291012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -1291013.000000 Penalty: 3116.975098
	Iteration 57Q: 3 clusters Score -1291013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1291012.125000 Penalty: 3116.975098
	Iteration 58Q: 3 clusters Score -1291012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1291012.000000 Penalty: 3116.975098
	Iteration 59Q: 3 clusters Score -1291012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1291012.375000 Penalty: 3116.975098
	Iteration 60F: 3 clusters Score -1291012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -1291012.625000 Penalty: 3116.975098
	Iteration 61Q: 3 clusters Score -1291013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1291014.000000 Penalty: 3116.975098
	Iteration 62Q: 3 clusters Score -1291014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1291017.125000 Penalty: 3116.975098
	Iteration 63Q: 3 clusters Score -1291017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -1291017.250000 Penalty: 3116.975098
	Iteration 64Q: 3 clusters Score -1291017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1291020.125000 Penalty: 3116.975098
	Iteration 65Q: 3 clusters Score -1291020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1291017.500000 Penalty: 3116.975098
	Iteration 66Q: 3 clusters Score -1291018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1291017.750000 Penalty: 3116.975098
	Iteration 67Q: 3 clusters Score -1291018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1291019.125000 Penalty: 3116.975098
	Iteration 68Q: 3 clusters Score -1291019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1291019.125000 Penalty: 3116.975098
	Iteration 69F: 3 clusters Score -1291019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -71962.945312 Penalty: 1089.666260
	Iteration 0F: 2 clusters Score -71962.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -70609.632812 Penalty: 2179.332520
	Iteration 0F: 3 clusters Score -70609.63 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70840.492188 Penalty: 2179.332520
	Iteration 1F: 3 clusters Score -70840.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -70929.328125 Penalty: 2179.332520
	Iteration 2F: 3 clusters Score -70929.33 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -70978.632812 Penalty: 2179.332520
	Iteration 3F: 3 clusters Score -70978.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -70998.023438 Penalty: 2179.332520
	Iteration 4Q: 3 clusters Score -70998.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -71008.296875 Penalty: 2179.332520
	Iteration 5Q: 3 clusters Score -71008.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71014.578125 Penalty: 2179.332520
	Iteration 6Q: 3 clusters Score -71014.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71026.593750 Penalty: 2179.332520
	Iteration 7Q: 3 clusters Score -71026.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -71033.835938 Penalty: 2179.332520
	Iteration 8Q: 3 clusters Score -71033.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71039.593750 Penalty: 2179.332520
	Iteration 9Q: 3 clusters Score -71039.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -71043.367188 Penalty: 2179.332520
	Iteration 10Q: 3 clusters Score -71043.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71045.226562 Penalty: 2179.332520
	Iteration 11Q: 3 clusters Score -71045.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -71045.226562 Penalty: 2179.332520
	Iteration 12F: 3 clusters Score -71045.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Entering Unmasked Estep 
Score: -1721381.250000 Penalty: 1605.585449
	Iteration 0F: 2 clusters Score -1721381 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1708096.750000 Penalty: 3211.170898
	Iteration 0F: 3 clusters Score -1708097 nChanged 8749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -1713194.000000 Penalty: 3211.170898
	Iteration 1F: 3 clusters Score -1713194 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1713973.500000 Penalty: 3211.170898
	Iteration 2F: 3 clusters Score -1713974 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1715037.000000 Penalty: 3211.170898
	Iteration 3F: 3 clusters Score -1715037 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1716258.125000 Penalty: 3211.170898
	Iteration 4F: 3 clusters Score -1716258 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -1717273.125000 Penalty: 3211.170898
	Iteration 5F: 3 clusters Score -1717273 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -1717953.000000 Penalty: 3211.170898
	Iteration 6F: 3 clusters Score -1717953 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -1718406.125000 Penalty: 3211.170898
	Iteration 7Q: 3 clusters Score -1718406 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -1718718.500000 Penalty: 3211.170898
	Iteration 8Q: 3 clusters Score -1718718 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1718988.625000 Penalty: 3211.170898
	Iteration 9Q: 3 clusters Score -1718989 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1719207.750000 Penalty: 3211.170898
	Iteration 10Q: 3 clusters Score -1719208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1719403.375000 Penalty: 3211.170898
	Iteration 11Q: 3 clusters Score -1719403 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1719583.000000 Penalty: 3211.170898
	Iteration 12Q: 3 clusters Score -1719583 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1719701.375000 Penalty: 3211.170898
	Iteration 13Q: 3 clusters Score -1719701 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -1719787.250000 Penalty: 3211.170898
	Iteration 14Q: 3 clusters Score -1719787 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1719850.750000 Penalty: 3211.170898
	Iteration 15Q: 3 clusters Score -1719851 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1719910.875000 Penalty: 3211.170898
	Iteration 16Q: 3 clusters Score -1719911 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1719974.250000 Penalty: 3211.170898
	Iteration 17Q: 3 clusters Score -1719974 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1720038.750000 Penalty: 3211.170898
	Iteration 18Q: 3 clusters Score -1720039 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -1720090.750000 Penalty: 3211.170898
	Iteration 19Q: 3 clusters Score -1720091 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1720132.125000 Penalty: 3211.170898
	Iteration 20F: 3 clusters Score -1720132 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -1720171.500000 Penalty: 3211.170898
	Iteration 21Q: 3 clusters Score -1720172 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -1720213.000000 Penalty: 3211.170898
	Iteration 22Q: 3 clusters Score -1720213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -1720252.125000 Penalty: 3211.170898
	Iteration 23Q: 3 clusters Score -1720252 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -1720286.250000 Penalty: 3211.170898
	Iteration 24Q: 3 clusters Score -1720286 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1720328.375000 Penalty: 3211.170898
	Iteration 25Q: 3 clusters Score -1720328 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -1720371.875000 Penalty: 3211.170898
	Iteration 26Q: 3 clusters Score -1720372 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -1720440.250000 Penalty: 3211.170898
	Iteration 27Q: 3 clusters Score -1720440 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1720510.375000 Penalty: 3211.170898
	Iteration 28Q: 3 clusters Score -1720510 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -1720602.375000 Penalty: 3211.170898
	Iteration 29Q: 3 clusters Score -1720602 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -1720720.875000 Penalty: 3211.170898
	Iteration 30Q: 3 clusters Score -1720721 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -1720874.750000 Penalty: 3211.170898
	Iteration 31Q: 3 clusters Score -1720875 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1721074.375000 Penalty: 3211.170898
	Iteration 32Q: 3 clusters Score -1721074 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1721289.375000 Penalty: 3211.170898
	Iteration 33Q: 3 clusters Score -1721289 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1721416.375000 Penalty: 3211.170898
	Iteration 34Q: 3 clusters Score -1721416 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -1721464.375000 Penalty: 3211.170898
	Iteration 35Q: 3 clusters Score -1721464 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -1721483.750000 Penalty: 3211.170898
	Iteration 36Q: 3 clusters Score -1721484 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1721496.625000 Penalty: 3211.170898
	Iteration 37Q: 3 clusters Score -1721497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1721502.875000 Penalty: 3211.170898
	Iteration 38Q: 3 clusters Score -1721503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1721498.875000 Penalty: 3211.170898
	Iteration 39Q: 3 clusters Score -1721499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1721501.250000 Penalty: 3211.170898
	Iteration 40F: 3 clusters Score -1721501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1721498.375000 Penalty: 3211.170898
	Iteration 41Q: 3 clusters Score -1721498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -1721500.500000 Penalty: 3211.170898
	Iteration 42Q: 3 clusters Score -1721500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1721501.125000 Penalty: 3211.170898
	Iteration 43Q: 3 clusters Score -1721501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -1721499.125000 Penalty: 3211.170898
	Iteration 44Q: 3 clusters Score -1721499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -1721503.750000 Penalty: 3211.170898
	Iteration 45Q: 3 clusters Score -1721504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -1721501.000000 Penalty: 3211.170898
	Iteration 46Q: 3 clusters Score -1721501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1721500.500000 Penalty: 3211.170898
	Iteration 47Q: 3 clusters Score -1721500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -1721500.500000 Penalty: 3211.170898
	Iteration 48F: 3 clusters Score -1721500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 2742 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 16804 members 
Entering Unmasked Estep 
Score: -40893932.000000 Penalty: 82980.742188
Splitting cluster 7 changes total score from -40894436.000000 to -40893932.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (1768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Entering Unmasked Estep 
Score: -144527.937500 Penalty: 1215.110718
	Iteration 0F: 2 clusters Score -144527.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -142604.984375 Penalty: 2430.221436
	Iteration 0F: 3 clusters Score -142605 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -143085.218750 Penalty: 2430.221436
	Iteration 1F: 3 clusters Score -143085.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -143221.109375 Penalty: 2430.221436
	Iteration 2F: 3 clusters Score -143221.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -143278.859375 Penalty: 2430.221436
	Iteration 3Q: 3 clusters Score -143278.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -143328.609375 Penalty: 2430.221436
	Iteration 4Q: 3 clusters Score -143328.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -143388.078125 Penalty: 2430.221436
	Iteration 5Q: 3 clusters Score -143388.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -143468.015625 Penalty: 2430.221436
	Iteration 6Q: 3 clusters Score -143468 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -143569.250000 Penalty: 2430.221436
	Iteration 7Q: 3 clusters Score -143569.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -143680.453125 Penalty: 2430.221436
	Iteration 8Q: 3 clusters Score -143680.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -143791.468750 Penalty: 2430.221436
	Iteration 9Q: 3 clusters Score -143791.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -143855.421875 Penalty: 2430.221436
	Iteration 10Q: 3 clusters Score -143855.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -143947.093750 Penalty: 2430.221436
	Iteration 11Q: 3 clusters Score -143947.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -144026.109375 Penalty: 2430.221436
	Iteration 12Q: 3 clusters Score -144026.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -144094.234375 Penalty: 2430.221436
	Iteration 13Q: 3 clusters Score -144094.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -144152.671875 Penalty: 2430.221436
	Iteration 14Q: 3 clusters Score -144152.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -144203.765625 Penalty: 2430.221436
	Iteration 15Q: 3 clusters Score -144203.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144237.484375 Penalty: 2430.221436
	Iteration 16Q: 3 clusters Score -144237.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144282.625000 Penalty: 2430.221436
	Iteration 17Q: 3 clusters Score -144282.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -144330.718750 Penalty: 2430.221436
	Iteration 18Q: 3 clusters Score -144330.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -144365.531250 Penalty: 2430.221436
	Iteration 19Q: 3 clusters Score -144365.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144384.875000 Penalty: 2430.221436
	Iteration 20F: 3 clusters Score -144384.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -144397.390625 Penalty: 2430.221436
	Iteration 21Q: 3 clusters Score -144397.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -144407.796875 Penalty: 2430.221436
	Iteration 22Q: 3 clusters Score -144407.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -144411.656250 Penalty: 2430.221436
	Iteration 23Q: 3 clusters Score -144411.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -144412.531250 Penalty: 2430.221436
	Iteration 24Q: 3 clusters Score -144412.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -144413.046875 Penalty: 2430.221436
	Iteration 25Q: 3 clusters Score -144413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -144413.796875 Penalty: 2430.221436
	Iteration 26Q: 3 clusters Score -144413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -144414.609375 Penalty: 2430.221436
	Iteration 27Q: 3 clusters Score -144414.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -144414.609375 Penalty: 2430.221436
	Iteration 28F: 3 clusters Score -144414.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Entering Unmasked Estep 
Score: -279174.687500 Penalty: 1316.226929
	Iteration 0F: 2 clusters Score -279174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -276304.593750 Penalty: 2632.453857
	Iteration 0F: 3 clusters Score -276304.6 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -277076.093750 Penalty: 2632.453857
	Iteration 1F: 3 clusters Score -277076.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -277244.718750 Penalty: 2632.453857
	Iteration 2F: 3 clusters Score -277244.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -277355.281250 Penalty: 2632.453857
	Iteration 3F: 3 clusters Score -277355.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -277436.625000 Penalty: 2632.453857
	Iteration 4Q: 3 clusters Score -277436.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -277507.125000 Penalty: 2632.453857
	Iteration 5Q: 3 clusters Score -277507.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -277585.000000 Penalty: 2632.453857
	Iteration 6Q: 3 clusters Score -277585 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -277661.187500 Penalty: 2632.453857
	Iteration 7Q: 3 clusters Score -277661.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -277721.531250 Penalty: 2632.453857
	Iteration 8Q: 3 clusters Score -277721.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -277781.281250 Penalty: 2632.453857
	Iteration 9Q: 3 clusters Score -277781.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -277835.812500 Penalty: 2632.453857
	Iteration 10Q: 3 clusters Score -277835.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -277879.218750 Penalty: 2632.453857
	Iteration 11Q: 3 clusters Score -277879.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -277922.750000 Penalty: 2632.453857
	Iteration 12Q: 3 clusters Score -277922.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -277967.781250 Penalty: 2632.453857
	Iteration 13Q: 3 clusters Score -277967.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -278021.187500 Penalty: 2632.453857
	Iteration 14Q: 3 clusters Score -278021.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -278075.437500 Penalty: 2632.453857
	Iteration 15Q: 3 clusters Score -278075.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -278132.781250 Penalty: 2632.453857
	Iteration 16Q: 3 clusters Score -278132.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -278201.375000 Penalty: 2632.453857
	Iteration 17Q: 3 clusters Score -278201.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -278282.718750 Penalty: 2632.453857
	Iteration 18Q: 3 clusters Score -278282.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -278360.406250 Penalty: 2632.453857
	Iteration 19Q: 3 clusters Score -278360.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -278423.468750 Penalty: 2632.453857
	Iteration 20F: 3 clusters Score -278423.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -278476.312500 Penalty: 2632.453857
	Iteration 21Q: 3 clusters Score -278476.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -278499.656250 Penalty: 2632.453857
	Iteration 22Q: 3 clusters Score -278499.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -278515.687500 Penalty: 2632.453857
	Iteration 23Q: 3 clusters Score -278515.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -278531.718750 Penalty: 2632.453857
	Iteration 24Q: 3 clusters Score -278531.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -278545.218750 Penalty: 2632.453857
	Iteration 25Q: 3 clusters Score -278545.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -278560.437500 Penalty: 2632.453857
	Iteration 26Q: 3 clusters Score -278560.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -278583.125000 Penalty: 2632.453857
	Iteration 27Q: 3 clusters Score -278583.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -278602.781250 Penalty: 2632.453857
	Iteration 28Q: 3 clusters Score -278602.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -278615.468750 Penalty: 2632.453857
	Iteration 29Q: 3 clusters Score -278615.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -278631.437500 Penalty: 2632.453857
	Iteration 30Q: 3 clusters Score -278631.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -278642.687500 Penalty: 2632.453857
	Iteration 31Q: 3 clusters Score -278642.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -278650.656250 Penalty: 2632.453857
	Iteration 32Q: 3 clusters Score -278650.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -278658.000000 Penalty: 2632.453857
	Iteration 33Q: 3 clusters Score -278658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -278662.625000 Penalty: 2632.453857
	Iteration 34Q: 3 clusters Score -278662.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -278666.437500 Penalty: 2632.453857
	Iteration 35Q: 3 clusters Score -278666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -278668.156250 Penalty: 2632.453857
	Iteration 36Q: 3 clusters Score -278668.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -278670.468750 Penalty: 2632.453857
	Iteration 37Q: 3 clusters Score -278670.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -278673.031250 Penalty: 2632.453857
	Iteration 38Q: 3 clusters Score -278673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -278674.625000 Penalty: 2632.453857
	Iteration 39Q: 3 clusters Score -278674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -278678.406250 Penalty: 2632.453857
	Iteration 40F: 3 clusters Score -278678.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -278683.812500 Penalty: 2632.453857
	Iteration 41Q: 3 clusters Score -278683.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -278691.375000 Penalty: 2632.453857
	Iteration 42Q: 3 clusters Score -278691.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -278694.343750 Penalty: 2632.453857
	Iteration 43Q: 3 clusters Score -278694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -278697.562500 Penalty: 2632.453857
	Iteration 44Q: 3 clusters Score -278697.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -278702.250000 Penalty: 2632.453857
	Iteration 45Q: 3 clusters Score -278702.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -278706.375000 Penalty: 2632.453857
	Iteration 46Q: 3 clusters Score -278706.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -278708.250000 Penalty: 2632.453857
	Iteration 47Q: 3 clusters Score -278708.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -278708.156250 Penalty: 2632.453857
	Iteration 48Q: 3 clusters Score -278708.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -278708.156250 Penalty: 2632.453857
	Iteration 49F: 3 clusters Score -278708.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Entering Unmasked Estep 
Score: -3285694.500000 Penalty: 1710.400513
	Iteration 0F: 2 clusters Score -3285694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -3260758.000000 Penalty: 3420.801025
	Iteration 0F: 3 clusters Score -3260758 nChanged 17241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3270355.500000 Penalty: 3420.801025
	Iteration 1F: 3 clusters Score -3270356 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 18950 members 
Entering Unmasked Estep 
Score: -3270903.500000 Penalty: 3420.801025
	Iteration 2Q: 3 clusters Score -3270904 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -3271622.500000 Penalty: 3420.801025
	Iteration 3Q: 3 clusters Score -3271622 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -3272538.000000 Penalty: 3420.801025
	Iteration 4F: 3 clusters Score -3272538 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -3273732.000000 Penalty: 3420.801025
	Iteration 5F: 3 clusters Score -3273732 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -3275352.500000 Penalty: 3420.801025
	Iteration 6F: 3 clusters Score -3275352 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -3277288.250000 Penalty: 3420.801025
	Iteration 7F: 3 clusters Score -3277288 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -3279114.500000 Penalty: 3420.801025
	Iteration 8F: 3 clusters Score -3279114 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -3280247.500000 Penalty: 3420.801025
	Iteration 9F: 3 clusters Score -3280248 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -3280757.000000 Penalty: 3420.801025
	Iteration 10Q: 3 clusters Score -3280757 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 21827 members 
Entering Unmasked Estep 
Score: -3281021.000000 Penalty: 3420.801025
	Iteration 11Q: 3 clusters Score -3281021 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -3281154.250000 Penalty: 3420.801025
	Iteration 12Q: 3 clusters Score -3281154 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -3281234.250000 Penalty: 3420.801025
	Iteration 13Q: 3 clusters Score -3281234 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 22356 members 
Entering Unmasked Estep 
Score: -3281298.500000 Penalty: 3420.801025
	Iteration 14Q: 3 clusters Score -3281298 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -3281357.250000 Penalty: 3420.801025
	Iteration 15Q: 3 clusters Score -3281357 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -3281415.000000 Penalty: 3420.801025
	Iteration 16Q: 3 clusters Score -3281415 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -3281450.250000 Penalty: 3420.801025
	Iteration 17Q: 3 clusters Score -3281450 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -3281472.750000 Penalty: 3420.801025
	Iteration 18Q: 3 clusters Score -3281473 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3281504.750000 Penalty: 3420.801025
	Iteration 19Q: 3 clusters Score -3281505 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 23159 members 
Entering Unmasked Estep 
Score: -3281510.750000 Penalty: 3420.801025
	Iteration 20F: 3 clusters Score -3281511 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -3281521.750000 Penalty: 3420.801025
	Iteration 21Q: 3 clusters Score -3281522 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3281547.750000 Penalty: 3420.801025
	Iteration 22Q: 3 clusters Score -3281548 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13688 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3281565.000000 Penalty: 3420.801025
	Iteration 23Q: 3 clusters Score -3281565 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 23697 members 
Entering Unmasked Estep 
Score: -3281586.500000 Penalty: 3420.801025
	Iteration 24Q: 3 clusters Score -3281586 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -3281604.500000 Penalty: 3420.801025
	Iteration 25Q: 3 clusters Score -3281604 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -3281627.750000 Penalty: 3420.801025
	Iteration 26Q: 3 clusters Score -3281628 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3281667.500000 Penalty: 3420.801025
	Iteration 27Q: 3 clusters Score -3281668 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -3281668.750000 Penalty: 3420.801025
	Iteration 28Q: 3 clusters Score -3281669 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -3281690.750000 Penalty: 3420.801025
	Iteration 29Q: 3 clusters Score -3281691 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3281719.250000 Penalty: 3420.801025
	Iteration 30Q: 3 clusters Score -3281719 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3281736.250000 Penalty: 3420.801025
	Iteration 31Q: 3 clusters Score -3281736 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -3281752.500000 Penalty: 3420.801025
	Iteration 32Q: 3 clusters Score -3281752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -3281772.500000 Penalty: 3420.801025
	Iteration 33Q: 3 clusters Score -3281772 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -3281790.500000 Penalty: 3420.801025
	Iteration 34Q: 3 clusters Score -3281790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -3281842.000000 Penalty: 3420.801025
	Iteration 35Q: 3 clusters Score -3281842 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3281875.000000 Penalty: 3420.801025
	Iteration 36Q: 3 clusters Score -3281875 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -3281899.000000 Penalty: 3420.801025
	Iteration 37Q: 3 clusters Score -3281899 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3281938.750000 Penalty: 3420.801025
	Iteration 38Q: 3 clusters Score -3281939 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 26316 members 
Entering Unmasked Estep 
Score: -3281957.250000 Penalty: 3420.801025
	Iteration 39Q: 3 clusters Score -3281957 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -3281971.500000 Penalty: 3420.801025
	Iteration 40F: 3 clusters Score -3281972 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -3281988.000000 Penalty: 3420.801025
	Iteration 41Q: 3 clusters Score -3281988 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 26842 members 
Entering Unmasked Estep 
Score: -3282017.250000 Penalty: 3420.801025
	Iteration 42Q: 3 clusters Score -3282017 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -3282044.000000 Penalty: 3420.801025
	Iteration 43Q: 3 clusters Score -3282044 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -3282055 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -3282075.000000 Penalty: 3420.801025
	Iteration 45Q: 3 clusters Score -3282075 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 27585 members 
Entering Unmasked Estep 
Score: -3282101.000000 Penalty: 3420.801025
	Iteration 46Q: 3 clusters Score -3282101 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
Score: -3282128.250000 Penalty: 3420.801025
	Iteration 47Q: 3 clusters Score -3282128 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3282141.750000 Penalty: 3420.801025
	Iteration 48Q: 3 clusters Score -3282142 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -3282174.750000 Penalty: 3420.801025
	Iteration 49Q: 3 clusters Score -3282175 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3282209.250000 Penalty: 3420.801025
	Iteration 50Q: 3 clusters Score -3282209 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 28403 members 
Entering Unmasked Estep 
Score: -3282231.250000 Penalty: 3420.801025
	Iteration 51Q: 3 clusters Score -3282231 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -3282244.750000 Penalty: 3420.801025
	Iteration 52Q: 3 clusters Score -3282245 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -3282261.000000 Penalty: 3420.801025
	Iteration 53Q: 3 clusters Score -3282261 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3282292.000000 Penalty: 3420.801025
	Iteration 54Q: 3 clusters Score -3282292 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 29093 members 
Entering Unmasked Estep 
Score: -3282311.750000 Penalty: 3420.801025
	Iteration 55Q: 3 clusters Score -3282312 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 29322 members 
Entering Unmasked Estep 
Score: -3282370.000000 Penalty: 3420.801025
	Iteration 56Q: 3 clusters Score -3282370 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -3282421.500000 Penalty: 3420.801025
	Iteration 57Q: 3 clusters Score -3282422 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -3282461.500000 Penalty: 3420.801025
	Iteration 58Q: 3 clusters Score -3282462 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -3282508.250000 Penalty: 3420.801025
	Iteration 59Q: 3 clusters Score -3282508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3282561.500000 Penalty: 3420.801025
	Iteration 60F: 3 clusters Score -3282562 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -3282613.500000 Penalty: 3420.801025
	Iteration 61Q: 3 clusters Score -3282614 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 30880 members 
Entering Unmasked Estep 
Score: -3282704.500000 Penalty: 3420.801025
	Iteration 62Q: 3 clusters Score -3282704 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3282758.750000 Penalty: 3420.801025
	Iteration 63Q: 3 clusters Score -3282759 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -3282815.250000 Penalty: 3420.801025
	Iteration 64Q: 3 clusters Score -3282815 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -3282909.500000 Penalty: 3420.801025
	Iteration 65Q: 3 clusters Score -3282910 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 31984 members 
Entering Unmasked Estep 
Score: -3282973.750000 Penalty: 3420.801025
	Iteration 66Q: 3 clusters Score -3282974 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -3283047.500000 Penalty: 3420.801025
	Iteration 67Q: 3 clusters Score -3283048 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -3283106.750000 Penalty: 3420.801025
	Iteration 68Q: 3 clusters Score -3283107 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -3283160.750000 Penalty: 3420.801025
	Iteration 69Q: 3 clusters Score -3283161 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 32882 members 
Entering Unmasked Estep 
Score: -3283220.750000 Penalty: 3420.801025
	Iteration 70Q: 3 clusters Score -3283221 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3283273.750000 Penalty: 3420.801025
	Iteration 71Q: 3 clusters Score -3283274 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -3283321.500000 Penalty: 3420.801025
	Iteration 72Q: 3 clusters Score -3283322 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -3283391.250000 Penalty: 3420.801025
	Iteration 73Q: 3 clusters Score -3283391 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -3283448.250000 Penalty: 3420.801025
	Iteration 74Q: 3 clusters Score -3283448 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3283500.250000 Penalty: 3420.801025
	Iteration 75Q: 3 clusters Score -3283500 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3283553.500000 Penalty: 3420.801025
	Iteration 76Q: 3 clusters Score -3283554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 34221 members 
Entering Unmasked Estep 
Score: -3283595.000000 Penalty: 3420.801025
	Iteration 77Q: 3 clusters Score -3283595 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -3283635.250000 Penalty: 3420.801025
	Iteration 78Q: 3 clusters Score -3283635 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 34524 members 
Entering Unmasked Estep 
Score: -3283667.500000 Penalty: 3420.801025
	Iteration 79Q: 3 clusters Score -3283668 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 34662 members 
Entering Unmasked Estep 
Score: -3283701.500000 Penalty: 3420.801025
	Iteration 80F: 3 clusters Score -3283702 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -3283734.250000 Penalty: 3420.801025
	Iteration 81Q: 3 clusters Score -3283734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -3283782.000000 Penalty: 3420.801025
	Iteration 82Q: 3 clusters Score -3283782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -3283809.250000 Penalty: 3420.801025
	Iteration 83Q: 3 clusters Score -3283809 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -3283832.000000 Penalty: 3420.801025
	Iteration 84Q: 3 clusters Score -3283832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 35169 members 
Entering Unmasked Estep 
Score: -3283851.250000 Penalty: 3420.801025
	Iteration 85Q: 3 clusters Score -3283851 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 35272 members 
Entering Unmasked Estep 
Score: -3283887.000000 Penalty: 3420.801025
	Iteration 86Q: 3 clusters Score -3283887 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -3283930.000000 Penalty: 3420.801025
	Iteration 87Q: 3 clusters Score -3283930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35475 members 
Entering Unmasked Estep 
Score: -3283955.000000 Penalty: 3420.801025
	Iteration 88Q: 3 clusters Score -3283955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 35559 members 
Entering Unmasked Estep 
Score: -3283977.250000 Penalty: 3420.801025
	Iteration 89Q: 3 clusters Score -3283977 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 35642 members 
Entering Unmasked Estep 
Score: -3283997.750000 Penalty: 3420.801025
	Iteration 90Q: 3 clusters Score -3283998 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 35714 members 
Entering Unmasked Estep 
Score: -3284015.750000 Penalty: 3420.801025
	Iteration 91Q: 3 clusters Score -3284016 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3284031.250000 Penalty: 3420.801025
	Iteration 92Q: 3 clusters Score -3284031 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -3284046.750000 Penalty: 3420.801025
	Iteration 93Q: 3 clusters Score -3284047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3284062.500000 Penalty: 3420.801025
	Iteration 94Q: 3 clusters Score -3284062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3284068.500000 Penalty: 3420.801025
	Iteration 95Q: 3 clusters Score -3284068 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 35941 members 
Entering Unmasked Estep 
Score: -3284081.500000 Penalty: 3420.801025
	Iteration 96Q: 3 clusters Score -3284082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -3284091.750000 Penalty: 3420.801025
	Iteration 97Q: 3 clusters Score -3284092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3284112.000000 Penalty: 3420.801025
	Iteration 98Q: 3 clusters Score -3284112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -3284125.500000 Penalty: 3420.801025
	Iteration 99Q: 3 clusters Score -3284126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -3284134.500000 Penalty: 3420.801025
	Iteration 100F: 3 clusters Score -3284134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3284147.000000 Penalty: 3420.801025
	Iteration 101Q: 3 clusters Score -3284147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -3284153.750000 Penalty: 3420.801025
	Iteration 102Q: 3 clusters Score -3284154 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -3284162.250000 Penalty: 3420.801025
	Iteration 103Q: 3 clusters Score -3284162 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -3284175.750000 Penalty: 3420.801025
	Iteration 104Q: 3 clusters Score -3284176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -3284185.500000 Penalty: 3420.801025
	Iteration 105Q: 3 clusters Score -3284186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -3284194.000000 Penalty: 3420.801025
	Iteration 106Q: 3 clusters Score -3284194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 36269 members 
Entering Unmasked Estep 
Score: -3284197.750000 Penalty: 3420.801025
	Iteration 107Q: 3 clusters Score -3284198 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 36288 members 
Entering Unmasked Estep 
Score: -3284202.750000 Penalty: 3420.801025
	Iteration 108Q: 3 clusters Score -3284203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 36306 members 
Entering Unmasked Estep 
Score: -3284212.250000 Penalty: 3420.801025
	Iteration 109Q: 3 clusters Score -3284212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -3284217.500000 Penalty: 3420.801025
	Iteration 110Q: 3 clusters Score -3284218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 36332 members 
Entering Unmasked Estep 
Score: -3284216.500000 Penalty: 3420.801025
	Iteration 111Q: 3 clusters Score -3284216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -3284223.500000 Penalty: 3420.801025
	Iteration 112Q: 3 clusters Score -3284224 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 36353 members 
Entering Unmasked Estep 
Score: -3284233.500000 Penalty: 3420.801025
	Iteration 113Q: 3 clusters Score -3284234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 36371 members 
Entering Unmasked Estep 
Score: -3284240.500000 Penalty: 3420.801025
	Iteration 114Q: 3 clusters Score -3284240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 36391 members 
Entering Unmasked Estep 
Score: -3284249.500000 Penalty: 3420.801025
	Iteration 115Q: 3 clusters Score -3284250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -3284252.750000 Penalty: 3420.801025
	Iteration 116Q: 3 clusters Score -3284253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 36421 members 
Entering Unmasked Estep 
Score: -3284264.000000 Penalty: 3420.801025
	Iteration 117Q: 3 clusters Score -3284264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 36431 members 
Entering Unmasked Estep 
Score: -3284270.500000 Penalty: 3420.801025
	Iteration 118Q: 3 clusters Score -3284270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -3284269.750000 Penalty: 3420.801025
	Iteration 119Q: 3 clusters Score -3284270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 36449 members 
Entering Unmasked Estep 
Score: -3284275.250000 Penalty: 3420.801025
	Iteration 120F: 3 clusters Score -3284275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -3284274.250000 Penalty: 3420.801025
	Iteration 121Q: 3 clusters Score -3284274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
Score: -3284276.000000 Penalty: 3420.801025
	Iteration 122Q: 3 clusters Score -3284276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 36477 members 
Entering Unmasked Estep 
Score: -3284280.250000 Penalty: 3420.801025
	Iteration 123Q: 3 clusters Score -3284280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -3284297.000000 Penalty: 3420.801025
	Iteration 124Q: 3 clusters Score -3284297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -3284296.250000 Penalty: 3420.801025
	Iteration 125Q: 3 clusters Score -3284296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -3284294.000000 Penalty: 3420.801025
	Iteration 126Q: 3 clusters Score -3284294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -3284299.000000 Penalty: 3420.801025
	Iteration 127Q: 3 clusters Score -3284299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -3284296.500000 Penalty: 3420.801025
	Iteration 128Q: 3 clusters Score -3284296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -3284298.250000 Penalty: 3420.801025
	Iteration 129Q: 3 clusters Score -3284298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -3284300.250000 Penalty: 3420.801025
	Iteration 130Q: 3 clusters Score -3284300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 36519 members 
Entering Unmasked Estep 
Score: -3284300.750000 Penalty: 3420.801025
	Iteration 131Q: 3 clusters Score -3284301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -3284300.500000 Penalty: 3420.801025
	Iteration 132Q: 3 clusters Score -3284300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36523 members 
Entering Unmasked Estep 
Score: -3284300.500000 Penalty: 3420.801025
	Iteration 133F: 3 clusters Score -3284300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Entering Unmasked Estep 
Score: -1709524.750000 Penalty: 1603.342041
	Iteration 0F: 2 clusters Score -1709525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1696362.625000 Penalty: 3206.684082
	Iteration 0F: 3 clusters Score -1696363 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -1701206.250000 Penalty: 3206.684082
	Iteration 1F: 3 clusters Score -1701206 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1701776.750000 Penalty: 3206.684082
	Iteration 2F: 3 clusters Score -1701777 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -1702439.375000 Penalty: 3206.684082
	Iteration 3F: 3 clusters Score -1702439 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1703313.750000 Penalty: 3206.684082
	Iteration 4F: 3 clusters Score -1703314 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1704218.125000 Penalty: 3206.684082
	Iteration 5F: 3 clusters Score -1704218 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1705095.500000 Penalty: 3206.684082
	Iteration 6F: 3 clusters Score -1705096 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -1705783.000000 Penalty: 3206.684082
	Iteration 7F: 3 clusters Score -1705783 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1706316.000000 Penalty: 3206.684082
	Iteration 8Q: 3 clusters Score -1706316 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1706666.000000 Penalty: 3206.684082
	Iteration 9Q: 3 clusters Score -1706666 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1706860.250000 Penalty: 3206.684082
	Iteration 10Q: 3 clusters Score -1706860 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1706992.125000 Penalty: 3206.684082
	Iteration 11Q: 3 clusters Score -1706992 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1707088.000000 Penalty: 3206.684082
	Iteration 12Q: 3 clusters Score -1707088 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1707153.375000 Penalty: 3206.684082
	Iteration 13Q: 3 clusters Score -1707153 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1707216.000000 Penalty: 3206.684082
	Iteration 14Q: 3 clusters Score -1707216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1707268.625000 Penalty: 3206.684082
	Iteration 15Q: 3 clusters Score -1707269 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1707312.250000 Penalty: 3206.684082
	Iteration 16Q: 3 clusters Score -1707312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1707353.875000 Penalty: 3206.684082
	Iteration 17Q: 3 clusters Score -1707354 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1707377.250000 Penalty: 3206.684082
	Iteration 18Q: 3 clusters Score -1707377 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -1707399.875000 Penalty: 3206.684082
	Iteration 19Q: 3 clusters Score -1707400 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1707427.500000 Penalty: 3206.684082
	Iteration 20F: 3 clusters Score -1707428 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1707459.250000 Penalty: 3206.684082
	Iteration 21Q: 3 clusters Score -1707459 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1707474.750000 Penalty: 3206.684082
	Iteration 22Q: 3 clusters Score -1707475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1707496.875000 Penalty: 3206.684082
	Iteration 23Q: 3 clusters Score -1707497 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1707516.750000 Penalty: 3206.684082
	Iteration 24Q: 3 clusters Score -1707517 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1707532.625000 Penalty: 3206.684082
	Iteration 25Q: 3 clusters Score -1707533 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1707548.750000 Penalty: 3206.684082
	Iteration 26Q: 3 clusters Score -1707549 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1707569.250000 Penalty: 3206.684082
	Iteration 27Q: 3 clusters Score -1707569 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1707590.500000 Penalty: 3206.684082
	Iteration 28Q: 3 clusters Score -1707590 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1707612.250000 Penalty: 3206.684082
	Iteration 29Q: 3 clusters Score -1707612 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1707642.125000 Penalty: 3206.684082
	Iteration 30Q: 3 clusters Score -1707642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1707677.875000 Penalty: 3206.684082
	Iteration 31Q: 3 clusters Score -1707678 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1707725.250000 Penalty: 3206.684082
	Iteration 32Q: 3 clusters Score -1707725 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1707759.625000 Penalty: 3206.684082
	Iteration 33Q: 3 clusters Score -1707760 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1707789.375000 Penalty: 3206.684082
	Iteration 34Q: 3 clusters Score -1707789 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1707813.500000 Penalty: 3206.684082
	Iteration 35Q: 3 clusters Score -1707814 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1707829.125000 Penalty: 3206.684082
	Iteration 36Q: 3 clusters Score -1707829 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1707858.625000 Penalty: 3206.684082
	Iteration 37Q: 3 clusters Score -1707859 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1707871.125000 Penalty: 3206.684082
	Iteration 38Q: 3 clusters Score -1707871 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1707883.000000 Penalty: 3206.684082
	Iteration 39Q: 3 clusters Score -1707883 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -1707883.375000 Penalty: 3206.684082
	Iteration 40F: 3 clusters Score -1707883 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1707900.625000 Penalty: 3206.684082
	Iteration 41Q: 3 clusters Score -1707901 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -1707920.875000 Penalty: 3206.684082
	Iteration 42Q: 3 clusters Score -1707921 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1707936.875000 Penalty: 3206.684082
	Iteration 43Q: 3 clusters Score -1707937 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1707951.500000 Penalty: 3206.684082
	Iteration 44Q: 3 clusters Score -1707952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1707962.750000 Penalty: 3206.684082
	Iteration 45Q: 3 clusters Score -1707963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1707975.375000 Penalty: 3206.684082
	Iteration 46Q: 3 clusters Score -1707975 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1707987.625000 Penalty: 3206.684082
	Iteration 47Q: 3 clusters Score -1707988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -1708003.625000 Penalty: 3206.684082
	Iteration 48Q: 3 clusters Score -1708004 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1708024.250000 Penalty: 3206.684082
	Iteration 49Q: 3 clusters Score -1708024 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1708056.375000 Penalty: 3206.684082
	Iteration 50Q: 3 clusters Score -1708056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1708093.375000 Penalty: 3206.684082
	Iteration 51Q: 3 clusters Score -1708093 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1708140.125000 Penalty: 3206.684082
	Iteration 52Q: 3 clusters Score -1708140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1708215.000000 Penalty: 3206.684082
	Iteration 53Q: 3 clusters Score -1708215 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1708306.750000 Penalty: 3206.684082
	Iteration 54Q: 3 clusters Score -1708307 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1708417.000000 Penalty: 3206.684082
	Iteration 55Q: 3 clusters Score -1708417 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1708485.375000 Penalty: 3206.684082
	Iteration 56Q: 3 clusters Score -1708485 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1708555.625000 Penalty: 3206.684082
	Iteration 57Q: 3 clusters Score -1708556 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1708590.250000 Penalty: 3206.684082
	Iteration 58Q: 3 clusters Score -1708590 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1708621.750000 Penalty: 3206.684082
	Iteration 59Q: 3 clusters Score -1708622 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1708640.000000 Penalty: 3206.684082
	Iteration 60F: 3 clusters Score -1708640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1708643.250000 Penalty: 3206.684082
	Iteration 61Q: 3 clusters Score -1708643 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1708653.875000 Penalty: 3206.684082
	Iteration 62Q: 3 clusters Score -1708654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16778 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1708660.500000 Penalty: 3206.684082
	Iteration 63Q: 3 clusters Score -1708660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1708664.875000 Penalty: 3206.684082
	Iteration 64Q: 3 clusters Score -1708665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1708666.125000 Penalty: 3206.684082
	Iteration 65Q: 3 clusters Score -1708666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708665.750000 Penalty: 3206.684082
	Iteration 66Q: 3 clusters Score -1708666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1708672.375000 Penalty: 3206.684082
	Iteration 67Q: 3 clusters Score -1708672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1708674.250000 Penalty: 3206.684082
	Iteration 68Q: 3 clusters Score -1708674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1708676.125000 Penalty: 3206.684082
	Iteration 69Q: 3 clusters Score -1708676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1708673.500000 Penalty: 3206.684082
	Iteration 70Q: 3 clusters Score -1708674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708674.250000 Penalty: 3206.684082
	Iteration 71Q: 3 clusters Score -1708674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1708676.000000 Penalty: 3206.684082
	Iteration 72Q: 3 clusters Score -1708676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1708677.500000 Penalty: 3206.684082
	Iteration 73Q: 3 clusters Score -1708678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708676.375000 Penalty: 3206.684082
	Iteration 74Q: 3 clusters Score -1708676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708678.125000 Penalty: 3206.684082
	Iteration 75Q: 3 clusters Score -1708678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708674.125000 Penalty: 3206.684082
	Iteration 76Q: 3 clusters Score -1708674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1708675.375000 Penalty: 3206.684082
	Iteration 77Q: 3 clusters Score -1708675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1708675.125000 Penalty: 3206.684082
	Iteration 78Q: 3 clusters Score -1708675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1708674.750000 Penalty: 3206.684082
	Iteration 79Q: 3 clusters Score -1708675 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -1708674.375000 Penalty: 3206.684082
	Iteration 80F: 3 clusters Score -1708674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1708675.375000 Penalty: 3206.684082
	Iteration 81Q: 3 clusters Score -1708675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1708676.000000 Penalty: 3206.684082
	Iteration 82Q: 3 clusters Score -1708676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1708676.000000 Penalty: 3206.684082
	Iteration 83F: 3 clusters Score -1708676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Entering Unmasked Estep 
Score: -994549.937500 Penalty: 1521.022583
	Iteration 0F: 2 clusters Score -994549.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -986398.875000 Penalty: 3042.045166
	Iteration 0F: 3 clusters Score -986398.9 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -989349.000000 Penalty: 3042.045166
	Iteration 1F: 3 clusters Score -989349 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -990024.437500 Penalty: 3042.045166
	Iteration 2F: 3 clusters Score -990024.4 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -990867.875000 Penalty: 3042.045166
	Iteration 3F: 3 clusters Score -990867.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -991775.500000 Penalty: 3042.045166
	Iteration 4F: 3 clusters Score -991775.5 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -992450.750000 Penalty: 3042.045166
	Iteration 5F: 3 clusters Score -992450.8 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -992862.562500 Penalty: 3042.045166
	Iteration 6Q: 3 clusters Score -992862.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -993147.812500 Penalty: 3042.045166
	Iteration 7Q: 3 clusters Score -993147.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -993340.625000 Penalty: 3042.045166
	Iteration 8Q: 3 clusters Score -993340.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -993474.187500 Penalty: 3042.045166
	Iteration 9Q: 3 clusters Score -993474.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -993570.125000 Penalty: 3042.045166
	Iteration 10Q: 3 clusters Score -993570.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -993672.750000 Penalty: 3042.045166
	Iteration 11Q: 3 clusters Score -993672.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -993770.000000 Penalty: 3042.045166
	Iteration 12Q: 3 clusters Score -993770 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -993863.812500 Penalty: 3042.045166
	Iteration 13Q: 3 clusters Score -993863.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -993957.750000 Penalty: 3042.045166
	Iteration 14Q: 3 clusters Score -993957.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -994024.937500 Penalty: 3042.045166
	Iteration 15Q: 3 clusters Score -994024.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -994067.187500 Penalty: 3042.045166
	Iteration 16Q: 3 clusters Score -994067.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -994092.875000 Penalty: 3042.045166
	Iteration 17Q: 3 clusters Score -994092.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -994110.437500 Penalty: 3042.045166
	Iteration 18Q: 3 clusters Score -994110.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -994124.000000 Penalty: 3042.045166
	Iteration 19Q: 3 clusters Score -994124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -994134.437500 Penalty: 3042.045166
	Iteration 20F: 3 clusters Score -994134.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -994140.937500 Penalty: 3042.045166
	Iteration 21Q: 3 clusters Score -994140.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -994141.437500 Penalty: 3042.045166
	Iteration 22Q: 3 clusters Score -994141.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -994146.750000 Penalty: 3042.045166
	Iteration 23Q: 3 clusters Score -994146.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -994149.812500 Penalty: 3042.045166
	Iteration 24Q: 3 clusters Score -994149.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -994152.812500 Penalty: 3042.045166
	Iteration 25Q: 3 clusters Score -994152.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -994161.187500 Penalty: 3042.045166
	Iteration 26Q: 3 clusters Score -994161.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -994170.250000 Penalty: 3042.045166
	Iteration 27Q: 3 clusters Score -994170.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -994181.062500 Penalty: 3042.045166
	Iteration 28Q: 3 clusters Score -994181.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -994195.312500 Penalty: 3042.045166
	Iteration 29Q: 3 clusters Score -994195.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -994214.187500 Penalty: 3042.045166
	Iteration 30Q: 3 clusters Score -994214.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -994227.375000 Penalty: 3042.045166
	Iteration 31Q: 3 clusters Score -994227.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -994242.937500 Penalty: 3042.045166
	Iteration 32Q: 3 clusters Score -994242.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -994260.437500 Penalty: 3042.045166
	Iteration 33Q: 3 clusters Score -994260.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -994275.875000 Penalty: 3042.045166
	Iteration 34Q: 3 clusters Score -994275.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -994303.250000 Penalty: 3042.045166
	Iteration 35Q: 3 clusters Score -994303.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -994327.875000 Penalty: 3042.045166
	Iteration 36Q: 3 clusters Score -994327.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -994362.625000 Penalty: 3042.045166
	Iteration 37Q: 3 clusters Score -994362.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -994412.062500 Penalty: 3042.045166
	Iteration 38Q: 3 clusters Score -994412.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -994507.687500 Penalty: 3042.045166
	Iteration 39Q: 3 clusters Score -994507.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -994645.812500 Penalty: 3042.045166
	Iteration 40F: 3 clusters Score -994645.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -994790.000000 Penalty: 3042.045166
	Iteration 41Q: 3 clusters Score -994790 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -994886.125000 Penalty: 3042.045166
	Iteration 42Q: 3 clusters Score -994886.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -994923.437500 Penalty: 3042.045166
	Iteration 43Q: 3 clusters Score -994923.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -994938.437500 Penalty: 3042.045166
	Iteration 44Q: 3 clusters Score -994938.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -994944.750000 Penalty: 3042.045166
	Iteration 45Q: 3 clusters Score -994944.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -994946.812500 Penalty: 3042.045166
	Iteration 46Q: 3 clusters Score -994946.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -994948.000000 Penalty: 3042.045166
	Iteration 47Q: 3 clusters Score -994948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -994951.375000 Penalty: 3042.045166
	Iteration 48Q: 3 clusters Score -994951.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -994954.187500 Penalty: 3042.045166
	Iteration 49Q: 3 clusters Score -994954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -994957.125000 Penalty: 3042.045166
	Iteration 50Q: 3 clusters Score -994957.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -994957.687500 Penalty: 3042.045166
	Iteration 51Q: 3 clusters Score -994957.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -994955.875000 Penalty: 3042.045166
	Iteration 52Q: 3 clusters Score -994955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -994956.625000 Penalty: 3042.045166
	Iteration 53Q: 3 clusters Score -994956.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -994955.562500 Penalty: 3042.045166
	Iteration 54Q: 3 clusters Score -994955.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -994956.875000 Penalty: 3042.045166
	Iteration 55Q: 3 clusters Score -994956.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -994956.500000 Penalty: 3042.045166
	Iteration 56Q: 3 clusters Score -994956.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -994955.687500 Penalty: 3042.045166
	Iteration 57Q: 3 clusters Score -994955.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -994958.187500 Penalty: 3042.045166
	Iteration 58Q: 3 clusters Score -994958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -994959.687500 Penalty: 3042.045166
	Iteration 59Q: 3 clusters Score -994959.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -994960.875000 Penalty: 3042.045166
	Iteration 60F: 3 clusters Score -994960.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -994959.812500 Penalty: 3042.045166
	Iteration 61Q: 3 clusters Score -994959.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -994960.125000 Penalty: 3042.045166
	Iteration 62Q: 3 clusters Score -994960.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -994960.750000 Penalty: 3042.045166
	Iteration 63Q: 3 clusters Score -994960.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -994962.375000 Penalty: 3042.045166
	Iteration 64Q: 3 clusters Score -994962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -994961.812500 Penalty: 3042.045166
	Iteration 65Q: 3 clusters Score -994961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -994961.812500 Penalty: 3042.045166
	Iteration 66F: 3 clusters Score -994961.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 2441 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 9175 members 
Entering Unmasked Estep 
Score: -40894316.000000 Penalty: 82980.742188
Splitting cluster 12 changes total score from -40894436.000000 to -40894316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -109637.398438 Penalty: 1169.096069
	Iteration 0F: 2 clusters Score -109637.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -107981.062500 Penalty: 2338.192139
	Iteration 0F: 3 clusters Score -107981.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -108299.718750 Penalty: 2338.192139
	Iteration 1F: 3 clusters Score -108299.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -108385.406250 Penalty: 2338.192139
	Iteration 2F: 3 clusters Score -108385.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -108449.414062 Penalty: 2338.192139
	Iteration 3Q: 3 clusters Score -108449.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -108517.132812 Penalty: 2338.192139
	Iteration 4Q: 3 clusters Score -108517.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -108574.828125 Penalty: 2338.192139
	Iteration 5Q: 3 clusters Score -108574.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -108644.242188 Penalty: 2338.192139
	Iteration 6Q: 3 clusters Score -108644.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -108724.390625 Penalty: 2338.192139
	Iteration 7Q: 3 clusters Score -108724.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -108784.023438 Penalty: 2338.192139
	Iteration 8Q: 3 clusters Score -108784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -108831.726562 Penalty: 2338.192139
	Iteration 9Q: 3 clusters Score -108831.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -108862.703125 Penalty: 2338.192139
	Iteration 10Q: 3 clusters Score -108862.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -108878.734375 Penalty: 2338.192139
	Iteration 11Q: 3 clusters Score -108878.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -108886.273438 Penalty: 2338.192139
	Iteration 12Q: 3 clusters Score -108886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -108891.320312 Penalty: 2338.192139
	Iteration 13Q: 3 clusters Score -108891.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -108892.726562 Penalty: 2338.192139
	Iteration 14Q: 3 clusters Score -108892.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -108893.812500 Penalty: 2338.192139
	Iteration 15Q: 3 clusters Score -108893.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -108896.187500 Penalty: 2338.192139
	Iteration 16Q: 3 clusters Score -108896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -108898.609375 Penalty: 2338.192139
	Iteration 17Q: 3 clusters Score -108898.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -108902.390625 Penalty: 2338.192139
	Iteration 18Q: 3 clusters Score -108902.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -108908.507812 Penalty: 2338.192139
	Iteration 19Q: 3 clusters Score -108908.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -108910.773438 Penalty: 2338.192139
	Iteration 20F: 3 clusters Score -108910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -108912.000000 Penalty: 2338.192139
	Iteration 21Q: 3 clusters Score -108912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -108913.031250 Penalty: 2338.192139
	Iteration 22Q: 3 clusters Score -108913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -108913.031250 Penalty: 2338.192139
	Iteration 23F: 3 clusters Score -108913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -312211.562500 Penalty: 1332.457520
	Iteration 0F: 2 clusters Score -312211.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -309102.250000 Penalty: 2664.915039
	Iteration 0F: 3 clusters Score -309102.2 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -309848.562500 Penalty: 2664.915039
	Iteration 1F: 3 clusters Score -309848.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -309998.187500 Penalty: 2664.915039
	Iteration 2F: 3 clusters Score -309998.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -310099.406250 Penalty: 2664.915039
	Iteration 3F: 3 clusters Score -310099.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -310214.437500 Penalty: 2664.915039
	Iteration 4Q: 3 clusters Score -310214.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -310369.968750 Penalty: 2664.915039
	Iteration 5Q: 3 clusters Score -310370 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -310578.437500 Penalty: 2664.915039
	Iteration 6Q: 3 clusters Score -310578.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -310757.937500 Penalty: 2664.915039
	Iteration 7F: 3 clusters Score -310757.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -310922.718750 Penalty: 2664.915039
	Iteration 8F: 3 clusters Score -310922.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -311103.187500 Penalty: 2664.915039
	Iteration 9F: 3 clusters Score -311103.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -311262.343750 Penalty: 2664.915039
	Iteration 10F: 3 clusters Score -311262.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -311383.781250 Penalty: 2664.915039
	Iteration 11Q: 3 clusters Score -311383.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -311482.625000 Penalty: 2664.915039
	Iteration 12Q: 3 clusters Score -311482.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -311555.875000 Penalty: 2664.915039
	Iteration 13Q: 3 clusters Score -311555.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -311599.625000 Penalty: 2664.915039
	Iteration 14Q: 3 clusters Score -311599.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -311635.656250 Penalty: 2664.915039
	Iteration 15Q: 3 clusters Score -311635.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -311658.125000 Penalty: 2664.915039
	Iteration 16Q: 3 clusters Score -311658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -311666.875000 Penalty: 2664.915039
	Iteration 17Q: 3 clusters Score -311666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -311674.937500 Penalty: 2664.915039
	Iteration 18Q: 3 clusters Score -311674.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -311678.875000 Penalty: 2664.915039
	Iteration 19Q: 3 clusters Score -311678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -311680.062500 Penalty: 2664.915039
	Iteration 20F: 3 clusters Score -311680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -311680.718750 Penalty: 2664.915039
	Iteration 21Q: 3 clusters Score -311680.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -311682.312500 Penalty: 2664.915039
	Iteration 22Q: 3 clusters Score -311682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -311681.343750 Penalty: 2664.915039
	Iteration 23Q: 3 clusters Score -311681.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -311682.406250 Penalty: 2664.915039
	Iteration 24Q: 3 clusters Score -311682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -311683.375000 Penalty: 2664.915039
	Iteration 25Q: 3 clusters Score -311683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -311683.781250 Penalty: 2664.915039
	Iteration 26Q: 3 clusters Score -311683.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -311685.437500 Penalty: 2664.915039
	Iteration 27Q: 3 clusters Score -311685.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -311685.437500 Penalty: 2664.915039
	Iteration 28F: 3 clusters Score -311685.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Entering Unmasked Estep 
Score: -180166.500000 Penalty: 1260.242554
	Iteration 0F: 2 clusters Score -180166.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -177926.578125 Penalty: 2520.485107
	Iteration 0F: 3 clusters Score -177926.6 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178557.875000 Penalty: 2520.485107
	Iteration 1F: 3 clusters Score -178557.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -178729.265625 Penalty: 2520.485107
	Iteration 2F: 3 clusters Score -178729.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -178853.875000 Penalty: 2520.485107
	Iteration 3F: 3 clusters Score -178853.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -178955.453125 Penalty: 2520.485107
	Iteration 4Q: 3 clusters Score -178955.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -179038.171875 Penalty: 2520.485107
	Iteration 5Q: 3 clusters Score -179038.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -179103.046875 Penalty: 2520.485107
	Iteration 6Q: 3 clusters Score -179103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -179160.781250 Penalty: 2520.485107
	Iteration 7Q: 3 clusters Score -179160.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -179202.421875 Penalty: 2520.485107
	Iteration 8Q: 3 clusters Score -179202.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -179243.515625 Penalty: 2520.485107
	Iteration 9Q: 3 clusters Score -179243.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -179269.515625 Penalty: 2520.485107
	Iteration 10Q: 3 clusters Score -179269.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -179281.687500 Penalty: 2520.485107
	Iteration 11Q: 3 clusters Score -179281.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -179292.015625 Penalty: 2520.485107
	Iteration 12Q: 3 clusters Score -179292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -179297.453125 Penalty: 2520.485107
	Iteration 13Q: 3 clusters Score -179297.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -179300.078125 Penalty: 2520.485107
	Iteration 14Q: 3 clusters Score -179300.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -179301.375000 Penalty: 2520.485107
	Iteration 15Q: 3 clusters Score -179301.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -179302.375000 Penalty: 2520.485107
	Iteration 16Q: 3 clusters Score -179302.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -179303.937500 Penalty: 2520.485107
	Iteration 17Q: 3 clusters Score -179303.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -179305.031250 Penalty: 2520.485107
	Iteration 18Q: 3 clusters Score -179305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -179305.984375 Penalty: 2520.485107
	Iteration 19Q: 3 clusters Score -179306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -179316.859375 Penalty: 2520.485107
	Iteration 20F: 3 clusters Score -179316.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -179328.500000 Penalty: 2520.485107
	Iteration 21Q: 3 clusters Score -179328.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -179333.359375 Penalty: 2520.485107
	Iteration 22Q: 3 clusters Score -179333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -179345.281250 Penalty: 2520.485107
	Iteration 23Q: 3 clusters Score -179345.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -179356.187500 Penalty: 2520.485107
	Iteration 24Q: 3 clusters Score -179356.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -179359.156250 Penalty: 2520.485107
	Iteration 25Q: 3 clusters Score -179359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -179361.562500 Penalty: 2520.485107
	Iteration 26Q: 3 clusters Score -179361.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179363.890625 Penalty: 2520.485107
	Iteration 27Q: 3 clusters Score -179363.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -179364.781250 Penalty: 2520.485107
	Iteration 28Q: 3 clusters Score -179364.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -179365.406250 Penalty: 2520.485107
	Iteration 29Q: 3 clusters Score -179365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -179367.453125 Penalty: 2520.485107
	Iteration 30Q: 3 clusters Score -179367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -179369.546875 Penalty: 2520.485107
	Iteration 31Q: 3 clusters Score -179369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -179371.140625 Penalty: 2520.485107
	Iteration 32Q: 3 clusters Score -179371.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -179371.140625 Penalty: 2520.485107
	Iteration 33F: 3 clusters Score -179371.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -187354.203125 Penalty: 1243.770020
	Iteration 0F: 2 clusters Score -187354.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -185200.062500 Penalty: 2487.540039
	Iteration 0F: 3 clusters Score -185200.1 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -185708.250000 Penalty: 2487.540039
	Iteration 1F: 3 clusters Score -185708.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -185856.250000 Penalty: 2487.540039
	Iteration 2F: 3 clusters Score -185856.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -185942.890625 Penalty: 2487.540039
	Iteration 3F: 3 clusters Score -185942.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -186022.171875 Penalty: 2487.540039
	Iteration 4Q: 3 clusters Score -186022.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -186092.484375 Penalty: 2487.540039
	Iteration 5Q: 3 clusters Score -186092.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -186145.312500 Penalty: 2487.540039
	Iteration 6Q: 3 clusters Score -186145.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -186198.203125 Penalty: 2487.540039
	Iteration 7Q: 3 clusters Score -186198.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -186251.578125 Penalty: 2487.540039
	Iteration 8Q: 3 clusters Score -186251.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -186299.875000 Penalty: 2487.540039
	Iteration 9Q: 3 clusters Score -186299.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -186330.828125 Penalty: 2487.540039
	Iteration 10Q: 3 clusters Score -186330.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -186354.250000 Penalty: 2487.540039
	Iteration 11Q: 3 clusters Score -186354.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -186373.046875 Penalty: 2487.540039
	Iteration 12Q: 3 clusters Score -186373 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -186390.875000 Penalty: 2487.540039
	Iteration 13Q: 3 clusters Score -186390.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -186402.453125 Penalty: 2487.540039
	Iteration 14Q: 3 clusters Score -186402.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -186415.562500 Penalty: 2487.540039
	Iteration 15Q: 3 clusters Score -186415.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -186423.343750 Penalty: 2487.540039
	Iteration 16Q: 3 clusters Score -186423.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -186427.171875 Penalty: 2487.540039
	Iteration 17Q: 3 clusters Score -186427.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -186430.203125 Penalty: 2487.540039
	Iteration 18Q: 3 clusters Score -186430.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -186434.203125 Penalty: 2487.540039
	Iteration 19Q: 3 clusters Score -186434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -186436.093750 Penalty: 2487.540039
	Iteration 20F: 3 clusters Score -186436.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -186436.687500 Penalty: 2487.540039
	Iteration 21Q: 3 clusters Score -186436.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -186437.609375 Penalty: 2487.540039
	Iteration 22Q: 3 clusters Score -186437.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -186437.750000 Penalty: 2487.540039
	Iteration 23Q: 3 clusters Score -186437.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -186437.750000 Penalty: 2487.540039
	Iteration 24F: 3 clusters Score -186437.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -172858.171875 Penalty: 1245.303711
	Iteration 0F: 2 clusters Score -172858.2 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 1104 members 
Entering Unmasked Estep 
Score: -170687.421875 Penalty: 2490.607422
	Iteration 0F: 3 clusters Score -170687.4 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -171226.703125 Penalty: 2490.607422
	Iteration 1F: 3 clusters Score -171226.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -171416.578125 Penalty: 2490.607422
	Iteration 2F: 3 clusters Score -171416.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -171531.125000 Penalty: 2490.607422
	Iteration 3F: 3 clusters Score -171531.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -171648.640625 Penalty: 2490.607422
	Iteration 4Q: 3 clusters Score -171648.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -171794.500000 Penalty: 2490.607422
	Iteration 5F: 3 clusters Score -171794.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -171953.640625 Penalty: 2490.607422
	Iteration 6F: 3 clusters Score -171953.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -172131.531250 Penalty: 2490.607422
	Iteration 7Q: 3 clusters Score -172131.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -172350.734375 Penalty: 2490.607422
	Iteration 8Q: 3 clusters Score -172350.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -172552.265625 Penalty: 2490.607422
	Iteration 9Q: 3 clusters Score -172552.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172681.718750 Penalty: 2490.607422
	Iteration 10Q: 3 clusters Score -172681.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -172722.000000 Penalty: 2490.607422
	Iteration 11Q: 3 clusters Score -172722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -172740.406250 Penalty: 2490.607422
	Iteration 12Q: 3 clusters Score -172740.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -172751.187500 Penalty: 2490.607422
	Iteration 13Q: 3 clusters Score -172751.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -172760.531250 Penalty: 2490.607422
	Iteration 14Q: 3 clusters Score -172760.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -172761.921875 Penalty: 2490.607422
	Iteration 15Q: 3 clusters Score -172761.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -172762.187500 Penalty: 2490.607422
	Iteration 16Q: 3 clusters Score -172762.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -172763.609375 Penalty: 2490.607422
	Iteration 17Q: 3 clusters Score -172763.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -172765.265625 Penalty: 2490.607422
	Iteration 18Q: 3 clusters Score -172765.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -172765.265625 Penalty: 2490.607422
	Iteration 19F: 3 clusters Score -172765.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -899182.187500 Penalty: 1502.991089
	Iteration 0F: 2 clusters Score -899182.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -891693.562500 Penalty: 3005.982178
	Iteration 0F: 3 clusters Score -891693.6 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -894162.312500 Penalty: 3005.982178
	Iteration 1F: 3 clusters Score -894162.3 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -894464.375000 Penalty: 3005.982178
	Iteration 2F: 3 clusters Score -894464.4 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -894765.437500 Penalty: 3005.982178
	Iteration 3F: 3 clusters Score -894765.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -895107.187500 Penalty: 3005.982178
	Iteration 4F: 3 clusters Score -895107.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -895487.000000 Penalty: 3005.982178
	Iteration 5F: 3 clusters Score -895487 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -895953.125000 Penalty: 3005.982178
	Iteration 6F: 3 clusters Score -895953.1 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -896630.250000 Penalty: 3005.982178
	Iteration 7F: 3 clusters Score -896630.2 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -897267.187500 Penalty: 3005.982178
	Iteration 8F: 3 clusters Score -897267.2 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -897721.562500 Penalty: 3005.982178
	Iteration 9F: 3 clusters Score -897721.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -897998.562500 Penalty: 3005.982178
	Iteration 10Q: 3 clusters Score -897998.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -898160.375000 Penalty: 3005.982178
	Iteration 11Q: 3 clusters Score -898160.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -898269.000000 Penalty: 3005.982178
	Iteration 12Q: 3 clusters Score -898269 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -898339.250000 Penalty: 3005.982178
	Iteration 13Q: 3 clusters Score -898339.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -898392.000000 Penalty: 3005.982178
	Iteration 14Q: 3 clusters Score -898392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -898428.812500 Penalty: 3005.982178
	Iteration 15Q: 3 clusters Score -898428.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -898462.875000 Penalty: 3005.982178
	Iteration 16Q: 3 clusters Score -898462.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -898503.750000 Penalty: 3005.982178
	Iteration 17Q: 3 clusters Score -898503.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -898534.562500 Penalty: 3005.982178
	Iteration 18Q: 3 clusters Score -898534.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -898570.187500 Penalty: 3005.982178
	Iteration 19Q: 3 clusters Score -898570.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -898597.125000 Penalty: 3005.982178
	Iteration 20F: 3 clusters Score -898597.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -898632.125000 Penalty: 3005.982178
	Iteration 21Q: 3 clusters Score -898632.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -898677.000000 Penalty: 3005.982178
	Iteration 22Q: 3 clusters Score -898677 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -898736.187500 Penalty: 3005.982178
	Iteration 23Q: 3 clusters Score -898736.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -898800.937500 Penalty: 3005.982178
	Iteration 24Q: 3 clusters Score -898800.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -898860.000000 Penalty: 3005.982178
	Iteration 25Q: 3 clusters Score -898860 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -898921.937500 Penalty: 3005.982178
	Iteration 26Q: 3 clusters Score -898921.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -898978.875000 Penalty: 3005.982178
	Iteration 27Q: 3 clusters Score -898978.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -899030.125000 Penalty: 3005.982178
	Iteration 28Q: 3 clusters Score -899030.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -899057.312500 Penalty: 3005.982178
	Iteration 29Q: 3 clusters Score -899057.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -899088.312500 Penalty: 3005.982178
	Iteration 30Q: 3 clusters Score -899088.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -899113.250000 Penalty: 3005.982178
	Iteration 31Q: 3 clusters Score -899113.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -899137.125000 Penalty: 3005.982178
	Iteration 32Q: 3 clusters Score -899137.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -899155.812500 Penalty: 3005.982178
	Iteration 33Q: 3 clusters Score -899155.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -899169.500000 Penalty: 3005.982178
	Iteration 34Q: 3 clusters Score -899169.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -899182.375000 Penalty: 3005.982178
	Iteration 35Q: 3 clusters Score -899182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -899194.687500 Penalty: 3005.982178
	Iteration 36Q: 3 clusters Score -899194.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -899204.875000 Penalty: 3005.982178
	Iteration 37Q: 3 clusters Score -899204.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -899212.187500 Penalty: 3005.982178
	Iteration 38Q: 3 clusters Score -899212.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -899216.125000 Penalty: 3005.982178
	Iteration 39Q: 3 clusters Score -899216.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -899224.437500 Penalty: 3005.982178
	Iteration 40F: 3 clusters Score -899224.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -899226.937500 Penalty: 3005.982178
	Iteration 41Q: 3 clusters Score -899226.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -899228.312500 Penalty: 3005.982178
	Iteration 42Q: 3 clusters Score -899228.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -899231.062500 Penalty: 3005.982178
	Iteration 43Q: 3 clusters Score -899231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -899237.125000 Penalty: 3005.982178
	Iteration 44Q: 3 clusters Score -899237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -899240.937500 Penalty: 3005.982178
	Iteration 45Q: 3 clusters Score -899240.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -899240.750000 Penalty: 3005.982178
	Iteration 46Q: 3 clusters Score -899240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -899244.000000 Penalty: 3005.982178
	Iteration 47Q: 3 clusters Score -899244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -899241.812500 Penalty: 3005.982178
	Iteration 48Q: 3 clusters Score -899241.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -899240.812500 Penalty: 3005.982178
	Iteration 49Q: 3 clusters Score -899240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -899241.125000 Penalty: 3005.982178
	Iteration 50Q: 3 clusters Score -899241.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -899241.875000 Penalty: 3005.982178
	Iteration 51Q: 3 clusters Score -899241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -899241.875000 Penalty: 3005.982178
	Iteration 52F: 3 clusters Score -899241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 3087 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 7309 members 
Entering Unmasked Estep 
Score: -40893912.000000 Penalty: 82980.742188
Splitting cluster 18 changes total score from -40894436.000000 to -40893912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 19 (735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Entering Unmasked Estep 
Score: -50132.917969 Penalty: 1072.479004
	Iteration 0F: 2 clusters Score -50132.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -48935.292969 Penalty: 2144.958008
	Iteration 0F: 3 clusters Score -48935.29 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -49177.718750 Penalty: 2144.958008
	Iteration 1F: 3 clusters Score -49177.72 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49239.562500 Penalty: 2144.958008
	Iteration 2F: 3 clusters Score -49239.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -49268.632812 Penalty: 2144.958008
	Iteration 3Q: 3 clusters Score -49268.63 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -49291.250000 Penalty: 2144.958008
	Iteration 4Q: 3 clusters Score -49291.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -49303.757812 Penalty: 2144.958008
	Iteration 5Q: 3 clusters Score -49303.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -49315.082031 Penalty: 2144.958008
	Iteration 6Q: 3 clusters Score -49315.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49321.429688 Penalty: 2144.958008
	Iteration 7Q: 3 clusters Score -49321.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -49322.316406 Penalty: 2144.958008
	Iteration 8Q: 3 clusters Score -49322.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -49323.101562 Penalty: 2144.958008
	Iteration 9Q: 3 clusters Score -49323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -49325.453125 Penalty: 2144.958008
	Iteration 10Q: 3 clusters Score -49325.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -49328.101562 Penalty: 2144.958008
	Iteration 11Q: 3 clusters Score -49328.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -49333.199219 Penalty: 2144.958008
	Iteration 12Q: 3 clusters Score -49333.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -49335.906250 Penalty: 2144.958008
	Iteration 13Q: 3 clusters Score -49335.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -49338.718750 Penalty: 2144.958008
	Iteration 14Q: 3 clusters Score -49338.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -49342.085938 Penalty: 2144.958008
	Iteration 15Q: 3 clusters Score -49342.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -49346.203125 Penalty: 2144.958008
	Iteration 16Q: 3 clusters Score -49346.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49351.476562 Penalty: 2144.958008
	Iteration 17Q: 3 clusters Score -49351.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49356.449219 Penalty: 2144.958008
	Iteration 18Q: 3 clusters Score -49356.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -49359.988281 Penalty: 2144.958008
	Iteration 19Q: 3 clusters Score -49359.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -49360.882812 Penalty: 2144.958008
	Iteration 20F: 3 clusters Score -49360.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Entering Unmasked Estep 
Score: -1148128.125000 Penalty: 1542.434326
	Iteration 0F: 2 clusters Score -1148128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1138977.250000 Penalty: 3084.868652
	Iteration 0F: 3 clusters Score -1138977 nChanged 5799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1142326.125000 Penalty: 3084.868652
	Iteration 1F: 3 clusters Score -1142326 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1143057.125000 Penalty: 3084.868652
	Iteration 2F: 3 clusters Score -1143057 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -1144002.000000 Penalty: 3084.868652
	Iteration 3F: 3 clusters Score -1144002 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1144916.250000 Penalty: 3084.868652
	Iteration 4F: 3 clusters Score -1144916 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1145567.250000 Penalty: 3084.868652
	Iteration 5F: 3 clusters Score -1145567 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1146018.875000 Penalty: 3084.868652
	Iteration 6F: 3 clusters Score -1146019 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1146335.625000 Penalty: 3084.868652
	Iteration 7Q: 3 clusters Score -1146336 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1146563.125000 Penalty: 3084.868652
	Iteration 8Q: 3 clusters Score -1146563 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1146734.125000 Penalty: 3084.868652
	Iteration 9Q: 3 clusters Score -1146734 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1146857.375000 Penalty: 3084.868652
	Iteration 10Q: 3 clusters Score -1146857 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1146956.000000 Penalty: 3084.868652
	Iteration 11Q: 3 clusters Score -1146956 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1147048.375000 Penalty: 3084.868652
	Iteration 12Q: 3 clusters Score -1147048 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1147125.375000 Penalty: 3084.868652
	Iteration 13Q: 3 clusters Score -1147125 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1147189.000000 Penalty: 3084.868652
	Iteration 14Q: 3 clusters Score -1147189 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1147244.875000 Penalty: 3084.868652
	Iteration 15Q: 3 clusters Score -1147245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1147294.875000 Penalty: 3084.868652
	Iteration 16Q: 3 clusters Score -1147295 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1147334.750000 Penalty: 3084.868652
	Iteration 17Q: 3 clusters Score -1147335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1147373.375000 Penalty: 3084.868652
	Iteration 18Q: 3 clusters Score -1147373 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -1147403.500000 Penalty: 3084.868652
	Iteration 19Q: 3 clusters Score -1147404 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1147437.500000 Penalty: 3084.868652
	Iteration 20F: 3 clusters Score -1147438 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1147474.625000 Penalty: 3084.868652
	Iteration 21Q: 3 clusters Score -1147475 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1147508.500000 Penalty: 3084.868652
	Iteration 22Q: 3 clusters Score -1147508 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1147540.875000 Penalty: 3084.868652
	Iteration 23Q: 3 clusters Score -1147541 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1147574.375000 Penalty: 3084.868652
	Iteration 24Q: 3 clusters Score -1147574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1147611.875000 Penalty: 3084.868652
	Iteration 25Q: 3 clusters Score -1147612 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1147637.375000 Penalty: 3084.868652
	Iteration 26Q: 3 clusters Score -1147637 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1147659.875000 Penalty: 3084.868652
	Iteration 27Q: 3 clusters Score -1147660 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1147684.375000 Penalty: 3084.868652
	Iteration 28Q: 3 clusters Score -1147684 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1147710.500000 Penalty: 3084.868652
	Iteration 29Q: 3 clusters Score -1147710 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1147732.750000 Penalty: 3084.868652
	Iteration 30Q: 3 clusters Score -1147733 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1147755.125000 Penalty: 3084.868652
	Iteration 31Q: 3 clusters Score -1147755 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1147771.750000 Penalty: 3084.868652
	Iteration 32Q: 3 clusters Score -1147772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -1147785.625000 Penalty: 3084.868652
	Iteration 33Q: 3 clusters Score -1147786 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1147792.000000 Penalty: 3084.868652
	Iteration 34Q: 3 clusters Score -1147792 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1147794.625000 Penalty: 3084.868652
	Iteration 35Q: 3 clusters Score -1147795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -1147802.625000 Penalty: 3084.868652
	Iteration 36Q: 3 clusters Score -1147803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1147807.375000 Penalty: 3084.868652
	Iteration 37Q: 3 clusters Score -1147807 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1147810.750000 Penalty: 3084.868652
	Iteration 38Q: 3 clusters Score -1147811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1147820.125000 Penalty: 3084.868652
	Iteration 39Q: 3 clusters Score -1147820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -1147821.875000 Penalty: 3084.868652
	Iteration 40F: 3 clusters Score -1147822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1147823.125000 Penalty: 3084.868652
	Iteration 41Q: 3 clusters Score -1147823 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1147826.875000 Penalty: 3084.868652
	Iteration 42Q: 3 clusters Score -1147827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1147826.750000 Penalty: 3084.868652
	Iteration 43Q: 3 clusters Score -1147827 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1147830.625000 Penalty: 3084.868652
	Iteration 44Q: 3 clusters Score -1147831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1147831.125000 Penalty: 3084.868652
	Iteration 45Q: 3 clusters Score -1147831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1147829.375000 Penalty: 3084.868652
	Iteration 46Q: 3 clusters Score -1147829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1147833.125000 Penalty: 3084.868652
	Iteration 47Q: 3 clusters Score -1147833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1147834.125000 Penalty: 3084.868652
	Iteration 48Q: 3 clusters Score -1147834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -1147833.875000 Penalty: 3084.868652
	Iteration 49Q: 3 clusters Score -1147834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1147833.250000 Penalty: 3084.868652
	Iteration 50Q: 3 clusters Score -1147833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1147836.375000 Penalty: 3084.868652
	Iteration 51Q: 3 clusters Score -1147836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1147835.750000 Penalty: 3084.868652
	Iteration 52Q: 3 clusters Score -1147836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1147836.750000 Penalty: 3084.868652
	Iteration 53Q: 3 clusters Score -1147837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1147839.375000 Penalty: 3084.868652
	Iteration 54Q: 3 clusters Score -1147839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1147840.250000 Penalty: 3084.868652
	Iteration 55Q: 3 clusters Score -1147840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1147839.500000 Penalty: 3084.868652
	Iteration 56Q: 3 clusters Score -1147840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1147839.375000 Penalty: 3084.868652
	Iteration 57Q: 3 clusters Score -1147839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1147839.500000 Penalty: 3084.868652
	Iteration 58Q: 3 clusters Score -1147840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1147839.625000 Penalty: 3084.868652
	Iteration 59Q: 3 clusters Score -1147840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1147839.625000 Penalty: 3084.868652
	Iteration 60F: 3 clusters Score -1147840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1147841.000000 Penalty: 3084.868652
	Iteration 61Q: 3 clusters Score -1147841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 9326 members 
Entering Unmasked Estep 
Score: -1147842.500000 Penalty: 3084.868652
	Iteration 62Q: 3 clusters Score -1147842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1147841.125000 Penalty: 3084.868652
	Iteration 63Q: 3 clusters Score -1147841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1147841.125000 Penalty: 3084.868652
	Iteration 64F: 3 clusters Score -1147841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Entering Unmasked Estep 
Score: -3565642.000000 Penalty: 1721.749878
	Iteration 0F: 2 clusters Score -3565642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -3539212.750000 Penalty: 3443.499756
	Iteration 0F: 3 clusters Score -3539213 nChanged 18518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -3549197.500000 Penalty: 3443.499756
	Iteration 1F: 3 clusters Score -3549198 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -3549643.000000 Penalty: 3443.499756
	Iteration 2Q: 3 clusters Score -3549643 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -3550043.500000 Penalty: 3443.499756
	Iteration 3Q: 3 clusters Score -3550044 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -3550496.250000 Penalty: 3443.499756
	Iteration 4Q: 3 clusters Score -3550496 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -3551082.750000 Penalty: 3443.499756
	Iteration 5Q: 3 clusters Score -3551083 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 24392 members 
Entering Unmasked Estep 
Score: -3552000.500000 Penalty: 3443.499756
	Iteration 6Q: 3 clusters Score -3552000 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -3553439.500000 Penalty: 3443.499756
	Iteration 7F: 3 clusters Score -3553440 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 28940 members 
Entering Unmasked Estep 
Score: -3555510.750000 Penalty: 3443.499756
	Iteration 8F: 3 clusters Score -3555511 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -3557934.500000 Penalty: 3443.499756
	Iteration 9F: 3 clusters Score -3557934 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -3560102.750000 Penalty: 3443.499756
	Iteration 10F: 3 clusters Score -3560103 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 35933 members 
Entering Unmasked Estep 
Score: -3561703.250000 Penalty: 3443.499756
	Iteration 11Q: 3 clusters Score -3561703 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -3562719.250000 Penalty: 3443.499756
	Iteration 12Q: 3 clusters Score -3562719 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 38015 members 
Entering Unmasked Estep 
Score: -3563344.250000 Penalty: 3443.499756
	Iteration 13Q: 3 clusters Score -3563344 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 38522 members 
Entering Unmasked Estep 
Score: -3563725.250000 Penalty: 3443.499756
	Iteration 14Q: 3 clusters Score -3563725 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -3563923.500000 Penalty: 3443.499756
	Iteration 15Q: 3 clusters Score -3563924 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -3564047.750000 Penalty: 3443.499756
	Iteration 16Q: 3 clusters Score -3564048 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 39140 members 
Entering Unmasked Estep 
Score: -3564124.500000 Penalty: 3443.499756
	Iteration 17Q: 3 clusters Score -3564124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -3564175.250000 Penalty: 3443.499756
	Iteration 18Q: 3 clusters Score -3564175 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -3564225.500000 Penalty: 3443.499756
	Iteration 19Q: 3 clusters Score -3564226 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -3564257.250000 Penalty: 3443.499756
	Iteration 20F: 3 clusters Score -3564257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -3564294.250000 Penalty: 3443.499756
	Iteration 21Q: 3 clusters Score -3564294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -3564329.750000 Penalty: 3443.499756
	Iteration 22Q: 3 clusters Score -3564330 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -3564348.500000 Penalty: 3443.499756
	Iteration 23Q: 3 clusters Score -3564348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 39411 members 
Entering Unmasked Estep 
Score: -3564378.750000 Penalty: 3443.499756
	Iteration 24Q: 3 clusters Score -3564379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39424 members 
Entering Unmasked Estep 
Score: -3564393.500000 Penalty: 3443.499756
	Iteration 25Q: 3 clusters Score -3564394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 39431 members 
Entering Unmasked Estep 
Score: -3564398.500000 Penalty: 3443.499756
	Iteration 26Q: 3 clusters Score -3564398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -3564398.750000 Penalty: 3443.499756
	Iteration 27Q: 3 clusters Score -3564399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -3564396.750000 Penalty: 3443.499756
	Iteration 28Q: 3 clusters Score -3564397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -3564399.500000 Penalty: 3443.499756
	Iteration 29Q: 3 clusters Score -3564400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 39427 members 
Entering Unmasked Estep 
Score: -3564399.500000 Penalty: 3443.499756
	Iteration 30F: 3 clusters Score -3564400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -731275.750000 Penalty: 1465.084595
	Iteration 0F: 2 clusters Score -731275.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -725249.750000 Penalty: 2930.169189
	Iteration 0F: 3 clusters Score -725249.8 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -727257.812500 Penalty: 2930.169189
	Iteration 1F: 3 clusters Score -727257.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -727638.375000 Penalty: 2930.169189
	Iteration 2F: 3 clusters Score -727638.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -727984.562500 Penalty: 2930.169189
	Iteration 3F: 3 clusters Score -727984.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -728273.000000 Penalty: 2930.169189
	Iteration 4F: 3 clusters Score -728273 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -728533.562500 Penalty: 2930.169189
	Iteration 5F: 3 clusters Score -728533.6 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -728761.000000 Penalty: 2930.169189
	Iteration 6Q: 3 clusters Score -728761 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -728965.250000 Penalty: 2930.169189
	Iteration 7Q: 3 clusters Score -728965.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -729148.125000 Penalty: 2930.169189
	Iteration 8Q: 3 clusters Score -729148.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -729330.937500 Penalty: 2930.169189
	Iteration 9Q: 3 clusters Score -729330.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -729546.062500 Penalty: 2930.169189
	Iteration 10Q: 3 clusters Score -729546.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -729747.812500 Penalty: 2930.169189
	Iteration 11Q: 3 clusters Score -729747.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -729923.437500 Penalty: 2930.169189
	Iteration 12Q: 3 clusters Score -729923.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -730046.937500 Penalty: 2930.169189
	Iteration 13Q: 3 clusters Score -730046.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -730158.812500 Penalty: 2930.169189
	Iteration 14Q: 3 clusters Score -730158.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -730274.937500 Penalty: 2930.169189
	Iteration 15Q: 3 clusters Score -730274.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -730391.000000 Penalty: 2930.169189
	Iteration 16Q: 3 clusters Score -730391 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -730476.562500 Penalty: 2930.169189
	Iteration 17Q: 3 clusters Score -730476.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -730536.875000 Penalty: 2930.169189
	Iteration 18Q: 3 clusters Score -730536.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -730574.125000 Penalty: 2930.169189
	Iteration 19Q: 3 clusters Score -730574.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -730596.125000 Penalty: 2930.169189
	Iteration 20F: 3 clusters Score -730596.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -730613.437500 Penalty: 2930.169189
	Iteration 21Q: 3 clusters Score -730613.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -730618.500000 Penalty: 2930.169189
	Iteration 22Q: 3 clusters Score -730618.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -730627.375000 Penalty: 2930.169189
	Iteration 23Q: 3 clusters Score -730627.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -730631.187500 Penalty: 2930.169189
	Iteration 24Q: 3 clusters Score -730631.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -730635.812500 Penalty: 2930.169189
	Iteration 25Q: 3 clusters Score -730635.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -730637.375000 Penalty: 2930.169189
	Iteration 26Q: 3 clusters Score -730637.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -730639.750000 Penalty: 2930.169189
	Iteration 27Q: 3 clusters Score -730639.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -730640.687500 Penalty: 2930.169189
	Iteration 28Q: 3 clusters Score -730640.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -730641.375000 Penalty: 2930.169189
	Iteration 29Q: 3 clusters Score -730641.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -730644.625000 Penalty: 2930.169189
	Iteration 30Q: 3 clusters Score -730644.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -730644.437500 Penalty: 2930.169189
	Iteration 31Q: 3 clusters Score -730644.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -730642.750000 Penalty: 2930.169189
	Iteration 32Q: 3 clusters Score -730642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -730643.750000 Penalty: 2930.169189
	Iteration 33Q: 3 clusters Score -730643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -730645.625000 Penalty: 2930.169189
	Iteration 34Q: 3 clusters Score -730645.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -730645.625000 Penalty: 2930.169189
	Iteration 35F: 3 clusters Score -730645.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -438827.187500 Penalty: 1404.363770
	Iteration 0F: 2 clusters Score -438827.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -434474.843750 Penalty: 2808.727539
	Iteration 0F: 3 clusters Score -434474.8 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -435812.250000 Penalty: 2808.727539
	Iteration 1F: 3 clusters Score -435812.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -436055.187500 Penalty: 2808.727539
	Iteration 2F: 3 clusters Score -436055.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -436235.968750 Penalty: 2808.727539
	Iteration 3F: 3 clusters Score -436236 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -436371.250000 Penalty: 2808.727539
	Iteration 4Q: 3 clusters Score -436371.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -436480.468750 Penalty: 2808.727539
	Iteration 5Q: 3 clusters Score -436480.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -436576.718750 Penalty: 2808.727539
	Iteration 6Q: 3 clusters Score -436576.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -436672.500000 Penalty: 2808.727539
	Iteration 7Q: 3 clusters Score -436672.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -436760.062500 Penalty: 2808.727539
	Iteration 8Q: 3 clusters Score -436760.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -436833.031250 Penalty: 2808.727539
	Iteration 9Q: 3 clusters Score -436833 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -436910.031250 Penalty: 2808.727539
	Iteration 10Q: 3 clusters Score -436910 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -436984.937500 Penalty: 2808.727539
	Iteration 11Q: 3 clusters Score -436984.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -437062.187500 Penalty: 2808.727539
	Iteration 12Q: 3 clusters Score -437062.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -437148.156250 Penalty: 2808.727539
	Iteration 13Q: 3 clusters Score -437148.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -437222.218750 Penalty: 2808.727539
	Iteration 14Q: 3 clusters Score -437222.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -437276.125000 Penalty: 2808.727539
	Iteration 15Q: 3 clusters Score -437276.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -437324.812500 Penalty: 2808.727539
	Iteration 16Q: 3 clusters Score -437324.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -437365.562500 Penalty: 2808.727539
	Iteration 17Q: 3 clusters Score -437365.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -437398.500000 Penalty: 2808.727539
	Iteration 18Q: 3 clusters Score -437398.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -437427.687500 Penalty: 2808.727539
	Iteration 19Q: 3 clusters Score -437427.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -437448.875000 Penalty: 2808.727539
	Iteration 20F: 3 clusters Score -437448.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -437470.343750 Penalty: 2808.727539
	Iteration 21Q: 3 clusters Score -437470.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -437495.000000 Penalty: 2808.727539
	Iteration 22Q: 3 clusters Score -437495 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -437512.968750 Penalty: 2808.727539
	Iteration 23Q: 3 clusters Score -437513 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -437529.562500 Penalty: 2808.727539
	Iteration 24Q: 3 clusters Score -437529.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -437544.718750 Penalty: 2808.727539
	Iteration 25Q: 3 clusters Score -437544.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -437556.281250 Penalty: 2808.727539
	Iteration 26Q: 3 clusters Score -437556.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -437569.500000 Penalty: 2808.727539
	Iteration 27Q: 3 clusters Score -437569.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -437582.750000 Penalty: 2808.727539
	Iteration 28Q: 3 clusters Score -437582.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -437593.468750 Penalty: 2808.727539
	Iteration 29Q: 3 clusters Score -437593.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -437601.312500 Penalty: 2808.727539
	Iteration 30Q: 3 clusters Score -437601.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -437609.031250 Penalty: 2808.727539
	Iteration 31Q: 3 clusters Score -437609 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -437618.468750 Penalty: 2808.727539
	Iteration 32Q: 3 clusters Score -437618.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -437623.406250 Penalty: 2808.727539
	Iteration 33Q: 3 clusters Score -437623.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -437628.000000 Penalty: 2808.727539
	Iteration 34Q: 3 clusters Score -437628 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -437632.687500 Penalty: 2808.727539
	Iteration 35Q: 3 clusters Score -437632.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -437636.031250 Penalty: 2808.727539
	Iteration 36Q: 3 clusters Score -437636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -437641.437500 Penalty: 2808.727539
	Iteration 37Q: 3 clusters Score -437641.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -437646.968750 Penalty: 2808.727539
	Iteration 38Q: 3 clusters Score -437647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -437655.656250 Penalty: 2808.727539
	Iteration 39Q: 3 clusters Score -437655.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -437664.750000 Penalty: 2808.727539
	Iteration 40F: 3 clusters Score -437664.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -437675.750000 Penalty: 2808.727539
	Iteration 41Q: 3 clusters Score -437675.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -437682.062500 Penalty: 2808.727539
	Iteration 42Q: 3 clusters Score -437682.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -437690.562500 Penalty: 2808.727539
	Iteration 43Q: 3 clusters Score -437690.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -437700.906250 Penalty: 2808.727539
	Iteration 44Q: 3 clusters Score -437700.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -437708.593750 Penalty: 2808.727539
	Iteration 45Q: 3 clusters Score -437708.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -437713.500000 Penalty: 2808.727539
	Iteration 46Q: 3 clusters Score -437713.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -437717.281250 Penalty: 2808.727539
	Iteration 47Q: 3 clusters Score -437717.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -437720.281250 Penalty: 2808.727539
	Iteration 48Q: 3 clusters Score -437720.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -437721.656250 Penalty: 2808.727539
	Iteration 49Q: 3 clusters Score -437721.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -437722.218750 Penalty: 2808.727539
	Iteration 50Q: 3 clusters Score -437722.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -437721.625000 Penalty: 2808.727539
	Iteration 51Q: 3 clusters Score -437721.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -437721.625000 Penalty: 2808.727539
	Iteration 52F: 3 clusters Score -437721.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (109046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Entering Unmasked Estep 
Score: -9500237.000000 Penalty: 1884.922852
	Iteration 0F: 2 clusters Score -9500237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54510 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -9427509.000000 Penalty: 3769.845703
	Iteration 0F: 3 clusters Score -9427509 nChanged 52065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -9458209.000000 Penalty: 3769.845703
	Iteration 1F: 3 clusters Score -9458209 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56591 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -9459902.000000 Penalty: 3769.845703
	Iteration 2Q: 3 clusters Score -9459902 nChanged 5496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58455 members 
Mstep: Class 2 contains 50591 members 
Entering Unmasked Estep 
Score: -9462425.000000 Penalty: 3769.845703
	Iteration 3F: 3 clusters Score -9462425 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 47904 members 
Entering Unmasked Estep 
Score: -9466122.000000 Penalty: 3769.845703
	Iteration 4F: 3 clusters Score -9466122 nChanged 7248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64326 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -9470208.000000 Penalty: 3769.845703
	Iteration 5F: 3 clusters Score -9470208 nChanged 7083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67795 members 
Mstep: Class 2 contains 41251 members 
Entering Unmasked Estep 
Score: -9473824.000000 Penalty: 3769.845703
	Iteration 6F: 3 clusters Score -9473824 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71226 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -9476739.000000 Penalty: 3769.845703
	Iteration 7F: 3 clusters Score -9476739 nChanged 5392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74826 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -9479194.000000 Penalty: 3769.845703
	Iteration 8Q: 3 clusters Score -9479194 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78502 members 
Mstep: Class 2 contains 30544 members 
Entering Unmasked Estep 
Score: -9481103.000000 Penalty: 3769.845703
	Iteration 9Q: 3 clusters Score -9481103 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82376 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -9483004.000000 Penalty: 3769.845703
	Iteration 10Q: 3 clusters Score -9483004 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86358 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -9484944.000000 Penalty: 3769.845703
	Iteration 11Q: 3 clusters Score -9484944 nChanged 4055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90407 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -9487029.000000 Penalty: 3769.845703
	Iteration 12Q: 3 clusters Score -9487029 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94459 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -9489397.000000 Penalty: 3769.845703
	Iteration 13Q: 3 clusters Score -9489397 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98152 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -9491620.000000 Penalty: 3769.845703
	Iteration 14Q: 3 clusters Score -9491620 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101361 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -9493750.000000 Penalty: 3769.845703
	Iteration 15Q: 3 clusters Score -9493750 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103926 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -9495455.000000 Penalty: 3769.845703
	Iteration 16Q: 3 clusters Score -9495455 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105775 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -9496785.000000 Penalty: 3769.845703
	Iteration 17Q: 3 clusters Score -9496785 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106928 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -9497526.000000 Penalty: 3769.845703
	Iteration 18Q: 3 clusters Score -9497526 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107577 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -9497956.000000 Penalty: 3769.845703
	Iteration 19Q: 3 clusters Score -9497956 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -9498203.000000 Penalty: 3769.845703
	Iteration 20F: 3 clusters Score -9498203 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108119 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -9498319.000000 Penalty: 3769.845703
	Iteration 21Q: 3 clusters Score -9498319 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108247 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9498388.000000 Penalty: 3769.845703
	Iteration 22Q: 3 clusters Score -9498388 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108338 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -9498454.000000 Penalty: 3769.845703
	Iteration 23Q: 3 clusters Score -9498454 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108401 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -9498505.000000 Penalty: 3769.845703
	Iteration 24Q: 3 clusters Score -9498505 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9498522.000000 Penalty: 3769.845703
	Iteration 25Q: 3 clusters Score -9498522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108451 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9498541.000000 Penalty: 3769.845703
	Iteration 26Q: 3 clusters Score -9498541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108464 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9498547.000000 Penalty: 3769.845703
	Iteration 27Q: 3 clusters Score -9498547 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108473 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9498562.000000 Penalty: 3769.845703
	Iteration 28Q: 3 clusters Score -9498562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108487 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9498572.000000 Penalty: 3769.845703
	Iteration 29Q: 3 clusters Score -9498572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -9498580.000000 Penalty: 3769.845703
	Iteration 30Q: 3 clusters Score -9498580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108497 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9498586.000000 Penalty: 3769.845703
	Iteration 31Q: 3 clusters Score -9498586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108499 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9498585.000000 Penalty: 3769.845703
	Iteration 32Q: 3 clusters Score -9498585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9498589.000000 Penalty: 3769.845703
	Iteration 33Q: 3 clusters Score -9498589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108505 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -9498590.000000 Penalty: 3769.845703
	Iteration 34Q: 3 clusters Score -9498590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108509 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -9498591.000000 Penalty: 3769.845703
	Iteration 35Q: 3 clusters Score -9498591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108514 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9498599.000000 Penalty: 3769.845703
	Iteration 36Q: 3 clusters Score -9498599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9498605.000000 Penalty: 3769.845703
	Iteration 37Q: 3 clusters Score -9498605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108521 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9498609.000000 Penalty: 3769.845703
	Iteration 38Q: 3 clusters Score -9498609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108523 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9498608.000000 Penalty: 3769.845703
	Iteration 39Q: 3 clusters Score -9498608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108524 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9498607.000000 Penalty: 3769.845703
	Iteration 40F: 3 clusters Score -9498607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9498612.000000 Penalty: 3769.845703
	Iteration 41Q: 3 clusters Score -9498612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108526 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9498612.000000 Penalty: 3769.845703
	Iteration 42F: 3 clusters Score -9498612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Entering Unmasked Estep 
Score: -1133738.500000 Penalty: 1532.263794
	Iteration 0F: 2 clusters Score -1133738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1125018.000000 Penalty: 3064.527588
	Iteration 0F: 3 clusters Score -1125018 nChanged 5426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1127921.375000 Penalty: 3064.527588
	Iteration 1F: 3 clusters Score -1127921 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1128162.500000 Penalty: 3064.527588
	Iteration 2F: 3 clusters Score -1128162 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1128328.250000 Penalty: 3064.527588
	Iteration 3Q: 3 clusters Score -1128328 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1128459.375000 Penalty: 3064.527588
	Iteration 4Q: 3 clusters Score -1128459 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -1128585.250000 Penalty: 3064.527588
	Iteration 5Q: 3 clusters Score -1128585 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1128709.125000 Penalty: 3064.527588
	Iteration 6Q: 3 clusters Score -1128709 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1128833.875000 Penalty: 3064.527588
	Iteration 7Q: 3 clusters Score -1128834 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1128981.000000 Penalty: 3064.527588
	Iteration 8Q: 3 clusters Score -1128981 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1129132.750000 Penalty: 3064.527588
	Iteration 9Q: 3 clusters Score -1129133 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1129308.750000 Penalty: 3064.527588
	Iteration 10Q: 3 clusters Score -1129309 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1129531.750000 Penalty: 3064.527588
	Iteration 11Q: 3 clusters Score -1129532 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1129749.500000 Penalty: 3064.527588
	Iteration 12Q: 3 clusters Score -1129750 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1130009.000000 Penalty: 3064.527588
	Iteration 13Q: 3 clusters Score -1130009 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1130291.000000 Penalty: 3064.527588
	Iteration 14Q: 3 clusters Score -1130291 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1130581.875000 Penalty: 3064.527588
	Iteration 15Q: 3 clusters Score -1130582 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1130897.375000 Penalty: 3064.527588
	Iteration 16Q: 3 clusters Score -1130897 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1131177.625000 Penalty: 3064.527588
	Iteration 17Q: 3 clusters Score -1131178 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1131412.750000 Penalty: 3064.527588
	Iteration 18Q: 3 clusters Score -1131413 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1131622.750000 Penalty: 3064.527588
	Iteration 19Q: 3 clusters Score -1131623 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -1131807.375000 Penalty: 3064.527588
	Iteration 20F: 3 clusters Score -1131807 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1131958.500000 Penalty: 3064.527588
	Iteration 21Q: 3 clusters Score -1131958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1132086.375000 Penalty: 3064.527588
	Iteration 22Q: 3 clusters Score -1132086 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -1132193.500000 Penalty: 3064.527588
	Iteration 23Q: 3 clusters Score -1132194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -1132265.500000 Penalty: 3064.527588
	Iteration 24Q: 3 clusters Score -1132266 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -1132308.625000 Penalty: 3064.527588
	Iteration 25Q: 3 clusters Score -1132309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -1132350.625000 Penalty: 3064.527588
	Iteration 26Q: 3 clusters Score -1132351 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1132381.125000 Penalty: 3064.527588
	Iteration 27Q: 3 clusters Score -1132381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1132402.125000 Penalty: 3064.527588
	Iteration 28Q: 3 clusters Score -1132402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -1132421.250000 Penalty: 3064.527588
	Iteration 29Q: 3 clusters Score -1132421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -1132438.375000 Penalty: 3064.527588
	Iteration 30Q: 3 clusters Score -1132438 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1132454.250000 Penalty: 3064.527588
	Iteration 31Q: 3 clusters Score -1132454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1132460.375000 Penalty: 3064.527588
	Iteration 32Q: 3 clusters Score -1132460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1132468.375000 Penalty: 3064.527588
	Iteration 33Q: 3 clusters Score -1132468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -1132471.625000 Penalty: 3064.527588
	Iteration 34Q: 3 clusters Score -1132472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1132478.375000 Penalty: 3064.527588
	Iteration 35Q: 3 clusters Score -1132478 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1132491.125000 Penalty: 3064.527588
	Iteration 36Q: 3 clusters Score -1132491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1132496.250000 Penalty: 3064.527588
	Iteration 37Q: 3 clusters Score -1132496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1132503.375000 Penalty: 3064.527588
	Iteration 38Q: 3 clusters Score -1132503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1132508.625000 Penalty: 3064.527588
	Iteration 39Q: 3 clusters Score -1132509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -1132511.125000 Penalty: 3064.527588
	Iteration 40F: 3 clusters Score -1132511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1132514.375000 Penalty: 3064.527588
	Iteration 41Q: 3 clusters Score -1132514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1132518.500000 Penalty: 3064.527588
	Iteration 42Q: 3 clusters Score -1132518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -1132518.125000 Penalty: 3064.527588
	Iteration 43Q: 3 clusters Score -1132518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1132521.250000 Penalty: 3064.527588
	Iteration 44Q: 3 clusters Score -1132521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1132521.750000 Penalty: 3064.527588
	Iteration 45Q: 3 clusters Score -1132522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1132521.125000 Penalty: 3064.527588
	Iteration 46Q: 3 clusters Score -1132521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -1132521.625000 Penalty: 3064.527588
	Iteration 47Q: 3 clusters Score -1132522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1132526.250000 Penalty: 3064.527588
	Iteration 48Q: 3 clusters Score -1132526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1132525.500000 Penalty: 3064.527588
	Iteration 49Q: 3 clusters Score -1132526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1132525.500000 Penalty: 3064.527588
	Iteration 50Q: 3 clusters Score -1132526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -1132527.250000 Penalty: 3064.527588
	Iteration 51Q: 3 clusters Score -1132527 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1132527.625000 Penalty: 3064.527588
	Iteration 52Q: 3 clusters Score -1132528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1132529.500000 Penalty: 3064.527588
	Iteration 53Q: 3 clusters Score -1132530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1132530.875000 Penalty: 3064.527588
	Iteration 54Q: 3 clusters Score -1132531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -1132531.875000 Penalty: 3064.527588
	Iteration 55Q: 3 clusters Score -1132532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -1132534.000000 Penalty: 3064.527588
	Iteration 56Q: 3 clusters Score -1132534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -1132534.500000 Penalty: 3064.527588
	Iteration 57Q: 3 clusters Score -1132534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -1132534.500000 Penalty: 3064.527588
	Iteration 58Q: 3 clusters Score -1132534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -1132536.750000 Penalty: 3064.527588
	Iteration 59Q: 3 clusters Score -1132537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -1132539.625000 Penalty: 3064.527588
	Iteration 60F: 3 clusters Score -1132540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1132540.750000 Penalty: 3064.527588
	Iteration 61Q: 3 clusters Score -1132541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1132540.500000 Penalty: 3064.527588
	Iteration 62Q: 3 clusters Score -1132540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -1132542.000000 Penalty: 3064.527588
	Iteration 63Q: 3 clusters Score -1132542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -1132543.250000 Penalty: 3064.527588
	Iteration 64Q: 3 clusters Score -1132543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1132543.125000 Penalty: 3064.527588
	Iteration 65Q: 3 clusters Score -1132543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -1132545.500000 Penalty: 3064.527588
	Iteration 66Q: 3 clusters Score -1132546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1132546.375000 Penalty: 3064.527588
	Iteration 67Q: 3 clusters Score -1132546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1132550.000000 Penalty: 3064.527588
	Iteration 68Q: 3 clusters Score -1132550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -1132551.500000 Penalty: 3064.527588
	Iteration 69Q: 3 clusters Score -1132552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1132552.125000 Penalty: 3064.527588
	Iteration 70Q: 3 clusters Score -1132552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1132553.750000 Penalty: 3064.527588
	Iteration 71Q: 3 clusters Score -1132554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1132553.750000 Penalty: 3064.527588
	Iteration 72F: 3 clusters Score -1132554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (25057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Entering Unmasked Estep 
Score: -2167566.750000 Penalty: 1645.947632
	Iteration 0F: 2 clusters Score -2167567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2150424.500000 Penalty: 3291.895264
	Iteration 0F: 3 clusters Score -2150424 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -2157346.250000 Penalty: 3291.895264
	Iteration 1F: 3 clusters Score -2157346 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2158460.250000 Penalty: 3291.895264
	Iteration 2F: 3 clusters Score -2158460 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2160133.250000 Penalty: 3291.895264
	Iteration 3F: 3 clusters Score -2160133 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2162218.750000 Penalty: 3291.895264
	Iteration 4F: 3 clusters Score -2162219 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2164025.000000 Penalty: 3291.895264
	Iteration 5F: 3 clusters Score -2164025 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2165300.000000 Penalty: 3291.895264
	Iteration 6F: 3 clusters Score -2165300 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2166224.000000 Penalty: 3291.895264
	Iteration 7Q: 3 clusters Score -2166224 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2166812.750000 Penalty: 3291.895264
	Iteration 8Q: 3 clusters Score -2166813 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2167099.250000 Penalty: 3291.895264
	Iteration 9Q: 3 clusters Score -2167099 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2167275.750000 Penalty: 3291.895264
	Iteration 10Q: 3 clusters Score -2167276 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -2167367.250000 Penalty: 3291.895264
	Iteration 11Q: 3 clusters Score -2167367 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -2167429.500000 Penalty: 3291.895264
	Iteration 12Q: 3 clusters Score -2167430 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2167466.500000 Penalty: 3291.895264
	Iteration 13Q: 3 clusters Score -2167466 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2167492.250000 Penalty: 3291.895264
	Iteration 14Q: 3 clusters Score -2167492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2167511.500000 Penalty: 3291.895264
	Iteration 15Q: 3 clusters Score -2167512 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -2167528.000000 Penalty: 3291.895264
	Iteration 16Q: 3 clusters Score -2167528 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2167535.750000 Penalty: 3291.895264
	Iteration 17Q: 3 clusters Score -2167536 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2167547.500000 Penalty: 3291.895264
	Iteration 18Q: 3 clusters Score -2167548 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -2167551.500000 Penalty: 3291.895264
	Iteration 19Q: 3 clusters Score -2167552 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2167556.750000 Penalty: 3291.895264
	Iteration 20F: 3 clusters Score -2167557 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2167565.000000 Penalty: 3291.895264
	Iteration 21Q: 3 clusters Score -2167565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -2167567.000000 Penalty: 3291.895264
	Iteration 22Q: 3 clusters Score -2167567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2167567.750000 Penalty: 3291.895264
	Iteration 23Q: 3 clusters Score -2167568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2167574.250000 Penalty: 3291.895264
	Iteration 24Q: 3 clusters Score -2167574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2167570.250000 Penalty: 3291.895264
	Iteration 25Q: 3 clusters Score -2167570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -2167572.750000 Penalty: 3291.895264
	Iteration 26Q: 3 clusters Score -2167573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2167574.000000 Penalty: 3291.895264
	Iteration 27Q: 3 clusters Score -2167574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2167579.500000 Penalty: 3291.895264
	Iteration 28Q: 3 clusters Score -2167580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2167576.250000 Penalty: 3291.895264
	Iteration 29Q: 3 clusters Score -2167576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2167579.500000 Penalty: 3291.895264
	Iteration 30Q: 3 clusters Score -2167580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2167582.000000 Penalty: 3291.895264
	Iteration 31Q: 3 clusters Score -2167582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -2167579.500000 Penalty: 3291.895264
	Iteration 32Q: 3 clusters Score -2167580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2167577.750000 Penalty: 3291.895264
	Iteration 33Q: 3 clusters Score -2167578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2167579.500000 Penalty: 3291.895264
	Iteration 34Q: 3 clusters Score -2167580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2167578.500000 Penalty: 3291.895264
	Iteration 35Q: 3 clusters Score -2167578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21788 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2167578.500000 Penalty: 3291.895264
	Iteration 36F: 3 clusters Score -2167578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 21788 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 3269 members 
Entering Unmasked Estep 
Score: -40893888.000000 Penalty: 82980.742188
Splitting cluster 26 changes total score from -40894436.000000 to -40893888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (1254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Entering Unmasked Estep 
Score: -88863.164062 Penalty: 1159.290283
	Iteration 0F: 2 clusters Score -88863.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -87369.546875 Penalty: 2318.580566
	Iteration 0F: 3 clusters Score -87369.55 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -87951.757812 Penalty: 2318.580566
	Iteration 1F: 3 clusters Score -87951.76 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -88147.992188 Penalty: 2318.580566
	Iteration 2F: 3 clusters Score -88147.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88213.015625 Penalty: 2318.580566
	Iteration 3Q: 3 clusters Score -88213.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88255.312500 Penalty: 2318.580566
	Iteration 4Q: 3 clusters Score -88255.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -88275.460938 Penalty: 2318.580566
	Iteration 5Q: 3 clusters Score -88275.46 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -88288.023438 Penalty: 2318.580566
	Iteration 6Q: 3 clusters Score -88288.02 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -88303.656250 Penalty: 2318.580566
	Iteration 7Q: 3 clusters Score -88303.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -88314.953125 Penalty: 2318.580566
	Iteration 8Q: 3 clusters Score -88314.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -88323.468750 Penalty: 2318.580566
	Iteration 9Q: 3 clusters Score -88323.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -88328.593750 Penalty: 2318.580566
	Iteration 10Q: 3 clusters Score -88328.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -88334.210938 Penalty: 2318.580566
	Iteration 11Q: 3 clusters Score -88334.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -88336.562500 Penalty: 2318.580566
	Iteration 12Q: 3 clusters Score -88336.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -88339.984375 Penalty: 2318.580566
	Iteration 13Q: 3 clusters Score -88339.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -88342.421875 Penalty: 2318.580566
	Iteration 14Q: 3 clusters Score -88342.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88342.835938 Penalty: 2318.580566
	Iteration 15Q: 3 clusters Score -88342.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88343.703125 Penalty: 2318.580566
	Iteration 16Q: 3 clusters Score -88343.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -88343.703125 Penalty: 2318.580566
	Iteration 17F: 3 clusters Score -88343.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (10587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Entering Unmasked Estep 
Score: -832656.937500 Penalty: 1505.949463
	Iteration 0F: 2 clusters Score -832656.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -825107.062500 Penalty: 3011.898926
	Iteration 0F: 3 clusters Score -825107.1 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -827843.375000 Penalty: 3011.898926
	Iteration 1F: 3 clusters Score -827843.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -828357.625000 Penalty: 3011.898926
	Iteration 2F: 3 clusters Score -828357.6 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -828772.000000 Penalty: 3011.898926
	Iteration 3F: 3 clusters Score -828772 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -829138.437500 Penalty: 3011.898926
	Iteration 4F: 3 clusters Score -829138.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -829487.750000 Penalty: 3011.898926
	Iteration 5F: 3 clusters Score -829487.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -829807.375000 Penalty: 3011.898926
	Iteration 6Q: 3 clusters Score -829807.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -830103.687500 Penalty: 3011.898926
	Iteration 7Q: 3 clusters Score -830103.7 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -830401.062500 Penalty: 3011.898926
	Iteration 8Q: 3 clusters Score -830401.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -830674.125000 Penalty: 3011.898926
	Iteration 9Q: 3 clusters Score -830674.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -830917.937500 Penalty: 3011.898926
	Iteration 10Q: 3 clusters Score -830917.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -831136.062500 Penalty: 3011.898926
	Iteration 11Q: 3 clusters Score -831136.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -831319.875000 Penalty: 3011.898926
	Iteration 12Q: 3 clusters Score -831319.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -831472.875000 Penalty: 3011.898926
	Iteration 13Q: 3 clusters Score -831472.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -831606.000000 Penalty: 3011.898926
	Iteration 14Q: 3 clusters Score -831606 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -831717.000000 Penalty: 3011.898926
	Iteration 15Q: 3 clusters Score -831717 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -831791.687500 Penalty: 3011.898926
	Iteration 16Q: 3 clusters Score -831791.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -831849.812500 Penalty: 3011.898926
	Iteration 17Q: 3 clusters Score -831849.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -831893.937500 Penalty: 3011.898926
	Iteration 18Q: 3 clusters Score -831893.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -831935.250000 Penalty: 3011.898926
	Iteration 19Q: 3 clusters Score -831935.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -831961.312500 Penalty: 3011.898926
	Iteration 20F: 3 clusters Score -831961.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -831987.437500 Penalty: 3011.898926
	Iteration 21Q: 3 clusters Score -831987.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -832010.750000 Penalty: 3011.898926
	Iteration 22Q: 3 clusters Score -832010.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -832019.187500 Penalty: 3011.898926
	Iteration 23Q: 3 clusters Score -832019.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -832033.875000 Penalty: 3011.898926
	Iteration 24Q: 3 clusters Score -832033.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -832040.062500 Penalty: 3011.898926
	Iteration 25Q: 3 clusters Score -832040.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -832044.625000 Penalty: 3011.898926
	Iteration 26Q: 3 clusters Score -832044.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -832047.687500 Penalty: 3011.898926
	Iteration 27Q: 3 clusters Score -832047.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -832050.687500 Penalty: 3011.898926
	Iteration 28Q: 3 clusters Score -832050.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -832051.125000 Penalty: 3011.898926
	Iteration 29Q: 3 clusters Score -832051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -832050.062500 Penalty: 3011.898926
	Iteration 30Q: 3 clusters Score -832050.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -832052.937500 Penalty: 3011.898926
	Iteration 31Q: 3 clusters Score -832052.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -832053.562500 Penalty: 3011.898926
	Iteration 32Q: 3 clusters Score -832053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -832054.625000 Penalty: 3011.898926
	Iteration 33Q: 3 clusters Score -832054.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -832054.625000 Penalty: 3011.898926
	Iteration 34F: 3 clusters Score -832054.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Entering Unmasked Estep 
Score: -253223.781250 Penalty: 1301.521484
	Iteration 0F: 2 clusters Score -253223.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -250509.656250 Penalty: 2603.042969
	Iteration 0F: 3 clusters Score -250509.7 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -251240.750000 Penalty: 2603.042969
	Iteration 1F: 3 clusters Score -251240.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -251509.656250 Penalty: 2603.042969
	Iteration 2F: 3 clusters Score -251509.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -251820.218750 Penalty: 2603.042969
	Iteration 3F: 3 clusters Score -251820.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -252113.984375 Penalty: 2603.042969
	Iteration 4F: 3 clusters Score -252114 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -252410.781250 Penalty: 2603.042969
	Iteration 5F: 3 clusters Score -252410.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -252572.765625 Penalty: 2603.042969
	Iteration 6F: 3 clusters Score -252572.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -252681.562500 Penalty: 2603.042969
	Iteration 7Q: 3 clusters Score -252681.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -252756.125000 Penalty: 2603.042969
	Iteration 8Q: 3 clusters Score -252756.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -252805.031250 Penalty: 2603.042969
	Iteration 9Q: 3 clusters Score -252805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -252830.984375 Penalty: 2603.042969
	Iteration 10Q: 3 clusters Score -252831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -252846.906250 Penalty: 2603.042969
	Iteration 11Q: 3 clusters Score -252846.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -252856.359375 Penalty: 2603.042969
	Iteration 12Q: 3 clusters Score -252856.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -252858.187500 Penalty: 2603.042969
	Iteration 13Q: 3 clusters Score -252858.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -252859.625000 Penalty: 2603.042969
	Iteration 14Q: 3 clusters Score -252859.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -252859.953125 Penalty: 2603.042969
	Iteration 15Q: 3 clusters Score -252860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -252859.953125 Penalty: 2603.042969
	Iteration 16F: 3 clusters Score -252860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Entering Unmasked Estep 
Score: -133757.171875 Penalty: 1201.804688
	Iteration 0F: 2 clusters Score -133757.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -131874.109375 Penalty: 2403.609375
	Iteration 0F: 3 clusters Score -131874.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -132247.453125 Penalty: 2403.609375
	Iteration 1F: 3 clusters Score -132247.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -132331.109375 Penalty: 2403.609375
	Iteration 2F: 3 clusters Score -132331.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -132382.078125 Penalty: 2403.609375
	Iteration 3Q: 3 clusters Score -132382.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -132428.343750 Penalty: 2403.609375
	Iteration 4Q: 3 clusters Score -132428.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -132460.312500 Penalty: 2403.609375
	Iteration 5Q: 3 clusters Score -132460.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132482.062500 Penalty: 2403.609375
	Iteration 6Q: 3 clusters Score -132482.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -132504.796875 Penalty: 2403.609375
	Iteration 7Q: 3 clusters Score -132504.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -132526.078125 Penalty: 2403.609375
	Iteration 8Q: 3 clusters Score -132526.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132545.265625 Penalty: 2403.609375
	Iteration 9Q: 3 clusters Score -132545.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132560.156250 Penalty: 2403.609375
	Iteration 10Q: 3 clusters Score -132560.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132578.296875 Penalty: 2403.609375
	Iteration 11Q: 3 clusters Score -132578.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -132608.921875 Penalty: 2403.609375
	Iteration 12Q: 3 clusters Score -132608.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -132642.515625 Penalty: 2403.609375
	Iteration 13Q: 3 clusters Score -132642.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -132679.468750 Penalty: 2403.609375
	Iteration 14Q: 3 clusters Score -132679.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -132719.828125 Penalty: 2403.609375
	Iteration 15Q: 3 clusters Score -132719.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -132772.500000 Penalty: 2403.609375
	Iteration 16Q: 3 clusters Score -132772.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -132844.562500 Penalty: 2403.609375
	Iteration 17Q: 3 clusters Score -132844.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -132946.312500 Penalty: 2403.609375
	Iteration 18Q: 3 clusters Score -132946.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -133091.890625 Penalty: 2403.609375
	Iteration 19F: 3 clusters Score -133091.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133318.656250 Penalty: 2403.609375
	Iteration 20F: 3 clusters Score -133318.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -133575.437500 Penalty: 2403.609375
	Iteration 21F: 3 clusters Score -133575.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -133734.125000 Penalty: 2403.609375
	Iteration 22Q: 3 clusters Score -133734.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -133831.656250 Penalty: 2403.609375
	Iteration 23Q: 3 clusters Score -133831.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -133888.015625 Penalty: 2403.609375
	Iteration 24Q: 3 clusters Score -133888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133936.000000 Penalty: 2403.609375
	Iteration 25Q: 3 clusters Score -133936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -133987.000000 Penalty: 2403.609375
	Iteration 26Q: 3 clusters Score -133987 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -134030.593750 Penalty: 2403.609375
	Iteration 27Q: 3 clusters Score -134030.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -134094.265625 Penalty: 2403.609375
	Iteration 28Q: 3 clusters Score -134094.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -134178.468750 Penalty: 2403.609375
	Iteration 29Q: 3 clusters Score -134178.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -134248.859375 Penalty: 2403.609375
	Iteration 30Q: 3 clusters Score -134248.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -134300.390625 Penalty: 2403.609375
	Iteration 31Q: 3 clusters Score -134300.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -134338.328125 Penalty: 2403.609375
	Iteration 32Q: 3 clusters Score -134338.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -134355.656250 Penalty: 2403.609375
	Iteration 33Q: 3 clusters Score -134355.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -134366.125000 Penalty: 2403.609375
	Iteration 34Q: 3 clusters Score -134366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -134371.437500 Penalty: 2403.609375
	Iteration 35Q: 3 clusters Score -134371.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -134378.687500 Penalty: 2403.609375
	Iteration 36Q: 3 clusters Score -134378.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -134383.625000 Penalty: 2403.609375
	Iteration 37Q: 3 clusters Score -134383.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134386.046875 Penalty: 2403.609375
	Iteration 38Q: 3 clusters Score -134386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134387.562500 Penalty: 2403.609375
	Iteration 39Q: 3 clusters Score -134387.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -134388.328125 Penalty: 2403.609375
	Iteration 40F: 3 clusters Score -134388.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1012 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 1945 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 617 members 
Entering Unmasked Estep 
Score: -40894112.000000 Penalty: 82980.742188
Splitting cluster 30 changes total score from -40894436.000000 to -40894112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Entering Unmasked Estep 
Score: -66982.367188 Penalty: 1080.249390
	Iteration 0F: 2 clusters Score -66982.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -65685.398438 Penalty: 2160.498779
	Iteration 0F: 3 clusters Score -65685.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -65884.781250 Penalty: 2160.498779
	Iteration 1F: 3 clusters Score -65884.78 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -65949.085938 Penalty: 2160.498779
	Iteration 2F: 3 clusters Score -65949.09 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -65983.703125 Penalty: 2160.498779
	Iteration 3Q: 3 clusters Score -65983.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66000.398438 Penalty: 2160.498779
	Iteration 4Q: 3 clusters Score -66000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -66009.156250 Penalty: 2160.498779
	Iteration 5Q: 3 clusters Score -66009.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -66014.031250 Penalty: 2160.498779
	Iteration 6Q: 3 clusters Score -66014.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66015.171875 Penalty: 2160.498779
	Iteration 7Q: 3 clusters Score -66015.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -66015.171875 Penalty: 2160.498779
	Iteration 8F: 3 clusters Score -66015.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (46500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46500 members 
Entering Unmasked Estep 
Score: -4084020.500000 Penalty: 1746.421265
	Iteration 0F: 2 clusters Score -4084020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4052969.500000 Penalty: 3492.842529
	Iteration 0F: 3 clusters Score -4052970 nChanged 21586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4065342.000000 Penalty: 3492.842529
	Iteration 1F: 3 clusters Score -4065342 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -4066188.250000 Penalty: 3492.842529
	Iteration 2Q: 3 clusters Score -4066188 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -4067252.750000 Penalty: 3492.842529
	Iteration 3Q: 3 clusters Score -4067253 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -4068366.750000 Penalty: 3492.842529
	Iteration 4F: 3 clusters Score -4068367 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -4069384.500000 Penalty: 3492.842529
	Iteration 5F: 3 clusters Score -4069384 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -4070222.250000 Penalty: 3492.842529
	Iteration 6Q: 3 clusters Score -4070222 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -4070824.500000 Penalty: 3492.842529
	Iteration 7Q: 3 clusters Score -4070824 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 25499 members 
Entering Unmasked Estep 
Score: -4071371.750000 Penalty: 3492.842529
	Iteration 8Q: 3 clusters Score -4071372 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -4071756.500000 Penalty: 3492.842529
	Iteration 9Q: 3 clusters Score -4071756 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 26336 members 
Entering Unmasked Estep 
Score: -4072089.000000 Penalty: 3492.842529
	Iteration 10Q: 3 clusters Score -4072089 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4072397.000000 Penalty: 3492.842529
	Iteration 11Q: 3 clusters Score -4072397 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -4072797.000000 Penalty: 3492.842529
	Iteration 12Q: 3 clusters Score -4072797 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -4073244.750000 Penalty: 3492.842529
	Iteration 13Q: 3 clusters Score -4073245 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 28440 members 
Entering Unmasked Estep 
Score: -4073763.750000 Penalty: 3492.842529
	Iteration 14Q: 3 clusters Score -4073764 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -4074342.000000 Penalty: 3492.842529
	Iteration 15Q: 3 clusters Score -4074342 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 29800 members 
Entering Unmasked Estep 
Score: -4074884.500000 Penalty: 3492.842529
	Iteration 16Q: 3 clusters Score -4074884 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -4075340.500000 Penalty: 3492.842529
	Iteration 17Q: 3 clusters Score -4075340 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -4075682.000000 Penalty: 3492.842529
	Iteration 18Q: 3 clusters Score -4075682 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4075994.000000 Penalty: 3492.842529
	Iteration 19Q: 3 clusters Score -4075994 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4076289.250000 Penalty: 3492.842529
	Iteration 20F: 3 clusters Score -4076289 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4076565.000000 Penalty: 3492.842529
	Iteration 21Q: 3 clusters Score -4076565 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 34642 members 
Entering Unmasked Estep 
Score: -4076851.500000 Penalty: 3492.842529
	Iteration 22Q: 3 clusters Score -4076852 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4077153.000000 Penalty: 3492.842529
	Iteration 23Q: 3 clusters Score -4077153 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -4077524.000000 Penalty: 3492.842529
	Iteration 24Q: 3 clusters Score -4077524 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 37425 members 
Entering Unmasked Estep 
Score: -4077949.000000 Penalty: 3492.842529
	Iteration 25Q: 3 clusters Score -4077949 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -4078433.000000 Penalty: 3492.842529
	Iteration 26Q: 3 clusters Score -4078433 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -4078943.500000 Penalty: 3492.842529
	Iteration 27Q: 3 clusters Score -4078944 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 40427 members 
Entering Unmasked Estep 
Score: -4079419.500000 Penalty: 3492.842529
	Iteration 28Q: 3 clusters Score -4079420 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -4079954.250000 Penalty: 3492.842529
	Iteration 29Q: 3 clusters Score -4079954 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -4080478.250000 Penalty: 3492.842529
	Iteration 30Q: 3 clusters Score -4080478 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -4081009.250000 Penalty: 3492.842529
	Iteration 31Q: 3 clusters Score -4081009 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -4081467.500000 Penalty: 3492.842529
	Iteration 32Q: 3 clusters Score -4081468 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -4081840.500000 Penalty: 3492.842529
	Iteration 33Q: 3 clusters Score -4081840 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -4082145.750000 Penalty: 3492.842529
	Iteration 34Q: 3 clusters Score -4082146 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -4082367.000000 Penalty: 3492.842529
	Iteration 35Q: 3 clusters Score -4082367 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -4082535.250000 Penalty: 3492.842529
	Iteration 36Q: 3 clusters Score -4082535 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -4082622.750000 Penalty: 3492.842529
	Iteration 37Q: 3 clusters Score -4082623 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 45349 members 
Entering Unmasked Estep 
Score: -4082689.750000 Penalty: 3492.842529
	Iteration 38Q: 3 clusters Score -4082690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -4082749.000000 Penalty: 3492.842529
	Iteration 39Q: 3 clusters Score -4082749 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45497 members 
Entering Unmasked Estep 
Score: -4082796.000000 Penalty: 3492.842529
	Iteration 40F: 3 clusters Score -4082796 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -4082824.750000 Penalty: 3492.842529
	Iteration 41Q: 3 clusters Score -4082825 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -4082837.750000 Penalty: 3492.842529
	Iteration 42Q: 3 clusters Score -4082838 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -4082859.000000 Penalty: 3492.842529
	Iteration 43Q: 3 clusters Score -4082859 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -4082871.500000 Penalty: 3492.842529
	Iteration 44Q: 3 clusters Score -4082872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45627 members 
Entering Unmasked Estep 
Score: -4082875.750000 Penalty: 3492.842529
	Iteration 45Q: 3 clusters Score -4082876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -4082883.500000 Penalty: 3492.842529
	Iteration 46Q: 3 clusters Score -4082884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 45639 members 
Entering Unmasked Estep 
Score: -4082894.500000 Penalty: 3492.842529
	Iteration 47Q: 3 clusters Score -4082894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45646 members 
Entering Unmasked Estep 
Score: -4082891.500000 Penalty: 3492.842529
	Iteration 48Q: 3 clusters Score -4082892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -4082895.500000 Penalty: 3492.842529
	Iteration 49Q: 3 clusters Score -4082896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -4082898.000000 Penalty: 3492.842529
	Iteration 50Q: 3 clusters Score -4082898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45653 members 
Entering Unmasked Estep 
Score: -4082893.500000 Penalty: 3492.842529
	Iteration 51Q: 3 clusters Score -4082894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45656 members 
Entering Unmasked Estep 
Score: -4082893.250000 Penalty: 3492.842529
	Iteration 52Q: 3 clusters Score -4082893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 45659 members 
Entering Unmasked Estep 
Score: -4082896.500000 Penalty: 3492.842529
	Iteration 53Q: 3 clusters Score -4082896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45661 members 
Entering Unmasked Estep 
Score: -4082896.750000 Penalty: 3492.842529
	Iteration 54Q: 3 clusters Score -4082897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 45662 members 
Entering Unmasked Estep 
Score: -4082895.750000 Penalty: 3492.842529
	Iteration 55Q: 3 clusters Score -4082896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 45663 members 
Entering Unmasked Estep 
Score: -4082899.250000 Penalty: 3492.842529
	Iteration 56Q: 3 clusters Score -4082899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -4082900.000000 Penalty: 3492.842529
	Iteration 57Q: 3 clusters Score -4082900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -4082899.500000 Penalty: 3492.842529
	Iteration 58Q: 3 clusters Score -4082900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -4082899.500000 Penalty: 3492.842529
	Iteration 59Q: 3 clusters Score -4082900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -4082900.500000 Penalty: 3492.842529
	Iteration 60F: 3 clusters Score -4082900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -4082900.000000 Penalty: 3492.842529
	Iteration 61Q: 3 clusters Score -4082900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -4082900.000000 Penalty: 3492.842529
	Iteration 62F: 3 clusters Score -4082900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (16471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Entering Unmasked Estep 
Score: -1433852.125000 Penalty: 1577.770386
	Iteration 0F: 2 clusters Score -1433852 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 8160 members 
Entering Unmasked Estep 
Score: -1422438.250000 Penalty: 3155.540771
	Iteration 0F: 3 clusters Score -1422438 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1426557.875000 Penalty: 3155.540771
	Iteration 1F: 3 clusters Score -1426558 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1426980.625000 Penalty: 3155.540771
	Iteration 2F: 3 clusters Score -1426981 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1427433.750000 Penalty: 3155.540771
	Iteration 3F: 3 clusters Score -1427434 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1427931.625000 Penalty: 3155.540771
	Iteration 4F: 3 clusters Score -1427932 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1428482.125000 Penalty: 3155.540771
	Iteration 5F: 3 clusters Score -1428482 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1429100.625000 Penalty: 3155.540771
	Iteration 6F: 3 clusters Score -1429101 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1429780.750000 Penalty: 3155.540771
	Iteration 7F: 3 clusters Score -1429781 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1430464.000000 Penalty: 3155.540771
	Iteration 8Q: 3 clusters Score -1430464 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1431081.250000 Penalty: 3155.540771
	Iteration 9Q: 3 clusters Score -1431081 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1431645.250000 Penalty: 3155.540771
	Iteration 10Q: 3 clusters Score -1431645 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1432023.250000 Penalty: 3155.540771
	Iteration 11Q: 3 clusters Score -1432023 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1432227.625000 Penalty: 3155.540771
	Iteration 12Q: 3 clusters Score -1432228 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1432360.500000 Penalty: 3155.540771
	Iteration 13Q: 3 clusters Score -1432360 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1432465.375000 Penalty: 3155.540771
	Iteration 14Q: 3 clusters Score -1432465 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1432531.000000 Penalty: 3155.540771
	Iteration 15Q: 3 clusters Score -1432531 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1432565.750000 Penalty: 3155.540771
	Iteration 16Q: 3 clusters Score -1432566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1432589.375000 Penalty: 3155.540771
	Iteration 17Q: 3 clusters Score -1432589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1432609.375000 Penalty: 3155.540771
	Iteration 18Q: 3 clusters Score -1432609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1432633.625000 Penalty: 3155.540771
	Iteration 19Q: 3 clusters Score -1432634 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1432645.750000 Penalty: 3155.540771
	Iteration 20F: 3 clusters Score -1432646 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1432664.625000 Penalty: 3155.540771
	Iteration 21Q: 3 clusters Score -1432665 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1432676.625000 Penalty: 3155.540771
	Iteration 22Q: 3 clusters Score -1432677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1432684.875000 Penalty: 3155.540771
	Iteration 23Q: 3 clusters Score -1432685 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1432707.125000 Penalty: 3155.540771
	Iteration 24Q: 3 clusters Score -1432707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1432715.125000 Penalty: 3155.540771
	Iteration 25Q: 3 clusters Score -1432715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1432722.875000 Penalty: 3155.540771
	Iteration 26Q: 3 clusters Score -1432723 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1432727.750000 Penalty: 3155.540771
	Iteration 27Q: 3 clusters Score -1432728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1432732.500000 Penalty: 3155.540771
	Iteration 28Q: 3 clusters Score -1432732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1432732.125000 Penalty: 3155.540771
	Iteration 29Q: 3 clusters Score -1432732 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1432734.250000 Penalty: 3155.540771
	Iteration 30Q: 3 clusters Score -1432734 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1432736.625000 Penalty: 3155.540771
	Iteration 31Q: 3 clusters Score -1432737 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1432738.875000 Penalty: 3155.540771
	Iteration 32Q: 3 clusters Score -1432739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1432742.125000 Penalty: 3155.540771
	Iteration 33Q: 3 clusters Score -1432742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1432740.500000 Penalty: 3155.540771
	Iteration 34Q: 3 clusters Score -1432740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1432743.875000 Penalty: 3155.540771
	Iteration 35Q: 3 clusters Score -1432744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1432747.875000 Penalty: 3155.540771
	Iteration 36Q: 3 clusters Score -1432748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1432750.000000 Penalty: 3155.540771
	Iteration 37Q: 3 clusters Score -1432750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1432749.500000 Penalty: 3155.540771
	Iteration 38Q: 3 clusters Score -1432750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1432751.875000 Penalty: 3155.540771
	Iteration 39Q: 3 clusters Score -1432752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1432751.875000 Penalty: 3155.540771
	Iteration 40F: 3 clusters Score -1432752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1432753.750000 Penalty: 3155.540771
	Iteration 41Q: 3 clusters Score -1432754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1432756.000000 Penalty: 3155.540771
	Iteration 42Q: 3 clusters Score -1432756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1432753.250000 Penalty: 3155.540771
	Iteration 43Q: 3 clusters Score -1432753 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1432754.375000 Penalty: 3155.540771
	Iteration 44Q: 3 clusters Score -1432754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1432756.250000 Penalty: 3155.540771
	Iteration 45Q: 3 clusters Score -1432756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1432756.250000 Penalty: 3155.540771
	Iteration 46F: 3 clusters Score -1432756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Entering Unmasked Estep 
Score: -164738.375000 Penalty: 1229.272949
	Iteration 0F: 2 clusters Score -164738.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -162695.031250 Penalty: 2458.545898
	Iteration 0F: 3 clusters Score -162695 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163161.531250 Penalty: 2458.545898
	Iteration 1F: 3 clusters Score -163161.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -163291.812500 Penalty: 2458.545898
	Iteration 2F: 3 clusters Score -163291.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163372.406250 Penalty: 2458.545898
	Iteration 3F: 3 clusters Score -163372.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -163421.562500 Penalty: 2458.545898
	Iteration 4Q: 3 clusters Score -163421.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -163452.000000 Penalty: 2458.545898
	Iteration 5Q: 3 clusters Score -163452 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -163476.984375 Penalty: 2458.545898
	Iteration 6Q: 3 clusters Score -163477 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163498.765625 Penalty: 2458.545898
	Iteration 7Q: 3 clusters Score -163498.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -163512.875000 Penalty: 2458.545898
	Iteration 8Q: 3 clusters Score -163512.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163518.062500 Penalty: 2458.545898
	Iteration 9Q: 3 clusters Score -163518.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163520.062500 Penalty: 2458.545898
	Iteration 10Q: 3 clusters Score -163520.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -163522.796875 Penalty: 2458.545898
	Iteration 11Q: 3 clusters Score -163522.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -163523.484375 Penalty: 2458.545898
	Iteration 12Q: 3 clusters Score -163523.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -163525.609375 Penalty: 2458.545898
	Iteration 13Q: 3 clusters Score -163525.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -163527.062500 Penalty: 2458.545898
	Iteration 14Q: 3 clusters Score -163527.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163527.765625 Penalty: 2458.545898
	Iteration 15Q: 3 clusters Score -163527.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -163529.515625 Penalty: 2458.545898
	Iteration 16Q: 3 clusters Score -163529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163531.765625 Penalty: 2458.545898
	Iteration 17Q: 3 clusters Score -163531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -163536.593750 Penalty: 2458.545898
	Iteration 18Q: 3 clusters Score -163536.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -163538.765625 Penalty: 2458.545898
	Iteration 19Q: 3 clusters Score -163538.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -163539.500000 Penalty: 2458.545898
	Iteration 20F: 3 clusters Score -163539.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Entering Unmasked Estep 
Score: -141925.187500 Penalty: 1230.615234
	Iteration 0F: 2 clusters Score -141925.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -139923.093750 Penalty: 2461.230469
	Iteration 0F: 3 clusters Score -139923.1 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -140845.218750 Penalty: 2461.230469
	Iteration 1F: 3 clusters Score -140845.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -141309.734375 Penalty: 2461.230469
	Iteration 2F: 3 clusters Score -141309.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -141613.171875 Penalty: 2461.230469
	Iteration 3F: 3 clusters Score -141613.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -141809.937500 Penalty: 2461.230469
	Iteration 4F: 3 clusters Score -141809.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -141956.250000 Penalty: 2461.230469
	Iteration 5Q: 3 clusters Score -141956.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -142074.656250 Penalty: 2461.230469
	Iteration 6Q: 3 clusters Score -142074.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -142170.703125 Penalty: 2461.230469
	Iteration 7Q: 3 clusters Score -142170.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -142234.281250 Penalty: 2461.230469
	Iteration 8Q: 3 clusters Score -142234.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -142270.750000 Penalty: 2461.230469
	Iteration 9Q: 3 clusters Score -142270.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -142300.812500 Penalty: 2461.230469
	Iteration 10Q: 3 clusters Score -142300.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -142322.578125 Penalty: 2461.230469
	Iteration 11Q: 3 clusters Score -142322.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -142335.421875 Penalty: 2461.230469
	Iteration 12Q: 3 clusters Score -142335.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -142348.234375 Penalty: 2461.230469
	Iteration 13Q: 3 clusters Score -142348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -142354.390625 Penalty: 2461.230469
	Iteration 14Q: 3 clusters Score -142354.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -142357.781250 Penalty: 2461.230469
	Iteration 15Q: 3 clusters Score -142357.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142359.500000 Penalty: 2461.230469
	Iteration 16Q: 3 clusters Score -142359.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -142361.015625 Penalty: 2461.230469
	Iteration 17Q: 3 clusters Score -142361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -142361.328125 Penalty: 2461.230469
	Iteration 18Q: 3 clusters Score -142361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -142361.328125 Penalty: 2461.230469
	Iteration 19F: 3 clusters Score -142361.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1388 members 
Mstep: Class 3 contains 3390 members 
Mstep: Class 4 contains 35696 members 
Mstep: Class 5 contains 14628 members 
Mstep: Class 6 contains 817 members 
Mstep: Class 7 contains 19546 members 
Mstep: Class 8 contains 1768 members 
Mstep: Class 9 contains 3294 members 
Mstep: Class 10 contains 37255 members 
Mstep: Class 11 contains 19278 members 
Mstep: Class 12 contains 11616 members 
Mstep: Class 13 contains 1332 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 15 contains 2334 members 
Mstep: Class 16 contains 2109 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 10396 members 
Mstep: Class 19 contains 735 members 
Mstep: Class 20 contains 13252 members 
Mstep: Class 21 contains 39950 members 
Mstep: Class 22 contains 8233 members 
Mstep: Class 23 contains 5666 members 
Mstep: Class 24 contains 109046 members 
Mstep: Class 25 contains 12448 members 
Mstep: Class 26 contains 25057 members 
Mstep: Class 27 contains 1254 members 
Mstep: Class 28 contains 10587 members 
Mstep: Class 29 contains 3009 members 
Mstep: Class 30 contains 1629 members 
Mstep: Class 31 contains 771 members 
Mstep: Class 32 contains 46500 members 
Mstep: Class 33 contains 16471 members 
Mstep: Class 34 contains 1929 members 
Mstep: Class 35 contains 958 members 
Mstep: Class 36 contains 3055 members 
Mstep: Class 37 contains 2017 members 
Mstep: Class 38 contains 8988 members 
Mstep: Class 39 contains 987 members 
Entering Unmasked Estep 
Score: -40893972.000000 Penalty: 82980.742188
Splitting cluster 35 changes total score from -40894436.000000 to -40893972.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 36 (3055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Entering Unmasked Estep 
Score: -268843.812500 Penalty: 1303.986938
	Iteration 0F: 2 clusters Score -268843.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -266105.968750 Penalty: 2607.973877
	Iteration 0F: 3 clusters Score -266106 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -266777.156250 Penalty: 2607.973877
	Iteration 1F: 3 clusters Score -266777.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -266923.031250 Penalty: 2607.973877
	Iteration 2F: 3 clusters Score -266923 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -267000.812500 Penalty: 2607.973877
	Iteration 3Q: 3 clusters Score -267000.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -267051.812500 Penalty: 2607.973877
	Iteration 4Q: 3 clusters Score -267051.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -267093.531250 Penalty: 2607.973877
	Iteration 5Q: 3 clusters Score -267093.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -267129.125000 Penalty: 2607.973877
	Iteration 6Q: 3 clusters Score -267129.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -267152.687500 Penalty: 2607.973877
	Iteration 7Q: 3 clusters Score -267152.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -267174.625000 Penalty: 2607.973877
	Iteration 8Q: 3 clusters Score -267174.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -267194.375000 Penalty: 2607.973877
	Iteration 9Q: 3 clusters Score -267194.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -267204.937500 Penalty: 2607.973877
	Iteration 10Q: 3 clusters Score -267204.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -267210.625000 Penalty: 2607.973877
	Iteration 11Q: 3 clusters Score -267210.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -267215.281250 Penalty: 2607.973877
	Iteration 12Q: 3 clusters Score -267215.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -267218.468750 Penalty: 2607.973877
	Iteration 13Q: 3 clusters Score -267218.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -267223.625000 Penalty: 2607.973877
	Iteration 14Q: 3 clusters Score -267223.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -267227.250000 Penalty: 2607.973877
	Iteration 15Q: 3 clusters Score -267227.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -267235.156250 Penalty: 2607.973877
	Iteration 16Q: 3 clusters Score -267235.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -267243.593750 Penalty: 2607.973877
	Iteration 17Q: 3 clusters Score -267243.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -267254.812500 Penalty: 2607.973877
	Iteration 18Q: 3 clusters Score -267254.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -267265.500000 Penalty: 2607.973877
	Iteration 19Q: 3 clusters Score -267265.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -267275.656250 Penalty: 2607.973877
	Iteration 20F: 3 clusters Score -267275.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -267291.656250 Penalty: 2607.973877
	Iteration 21Q: 3 clusters Score -267291.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -267306.125000 Penalty: 2607.973877
	Iteration 22Q: 3 clusters Score -267306.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -267316.437500 Penalty: 2607.973877
	Iteration 23Q: 3 clusters Score -267316.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -267321.562500 Penalty: 2607.973877
	Iteration 24Q: 3 clusters Score -267321.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -267325.375000 Penalty: 2607.973877
	Iteration 25Q: 3 clusters Score -267325.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -267331.625000 Penalty: 2607.973877
	Iteration 26Q: 3 clusters Score -267331.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -267338.343750 Penalty: 2607.973877
	Iteration 27Q: 3 clusters Score -267338.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267346.656250 Penalty: 2607.973877
	Iteration 28Q: 3 clusters Score -267346.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -267351.781250 Penalty: 2607.973877
	Iteration 29Q: 3 clusters Score -267351.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -267356.781250 Penalty: 2607.973877
	Iteration 30Q: 3 clusters Score -267356.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267361.906250 Penalty: 2607.973877
	Iteration 31Q: 3 clusters Score -267361.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -267366.031250 Penalty: 2607.973877
	Iteration 32Q: 3 clusters Score -267366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -267368.531250 Penalty: 2607.973877
	Iteration 33Q: 3 clusters Score -267368.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -267372.281250 Penalty: 2607.973877
	Iteration 34Q: 3 clusters Score -267372.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -267376.750000 Penalty: 2607.973877
	Iteration 35Q: 3 clusters Score -267376.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -267380.187500 Penalty: 2607.973877
	Iteration 36Q: 3 clusters Score -267380.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -267383.937500 Penalty: 2607.973877
	Iteration 37Q: 3 clusters Score -267383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -267387.343750 Penalty: 2607.973877
	Iteration 38Q: 3 clusters Score -267387.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -267392.531250 Penalty: 2607.973877
	Iteration 39Q: 3 clusters Score -267392.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -267396.406250 Penalty: 2607.973877
	Iteration 40F: 3 clusters Score -267396.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -267397.718750 Penalty: 2607.973877
	Iteration 41Q: 3 clusters Score -267397.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -267402.343750 Penalty: 2607.973877
	Iteration 42Q: 3 clusters Score -267402.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -267406.562500 Penalty: 2607.973877
	Iteration 43Q: 3 clusters Score -267406.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -267411.968750 Penalty: 2607.973877
	Iteration 44Q: 3 clusters Score -267412 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -267417.781250 Penalty: 2607.973877
	Iteration 45Q: 3 clusters Score -267417.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -267424.593750 Penalty: 2607.973877
	Iteration 46Q: 3 clusters Score -267424.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267430.937500 Penalty: 2607.973877
	Iteration 47Q: 3 clusters Score -267430.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267435.875000 Penalty: 2607.973877
	Iteration 48Q: 3 clusters Score -267435.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -267441.718750 Penalty: 2607.973877
	Iteration 49Q: 3 clusters Score -267441.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -267444.156250 Penalty: 2607.973877
	Iteration 50Q: 3 clusters Score -267444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267448.625000 Penalty: 2607.973877
	Iteration 51Q: 3 clusters Score -267448.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -267452.625000 Penalty: 2607.973877
	Iteration 52Q: 3 clusters Score -267452.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267457.250000 Penalty: 2607.973877
	Iteration 53Q: 3 clusters Score -267457.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267459.968750 Penalty: 2607.973877
	Iteration 54Q: 3 clusters Score -267460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -267462.406250 Penalty: 2607.973877
	Iteration 55Q: 3 clusters Score -267462.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -267462.218750 Penalty: 2607.973877
	Iteration 56Q: 3 clusters Score -267462.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267462.875000 Penalty: 2607.973877
	Iteration 57Q: 3 clusters Score -267462.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267463.781250 Penalty: 2607.973877
	Iteration 58Q: 3 clusters Score -267463.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -267464.468750 Penalty: 2607.973877
	Iteration 59Q: 3 clusters Score -267464.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -267464.437500 Penalty: 2607.973877
	Iteration 60F: 3 clusters Score -267464.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -267464.218750 Penalty: 2607.973877
	Iteration 61Q: 3 clusters Score -267464.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -267464.468750 Penalty: 2607.973877
	Iteration 62Q: 3 clusters Score -267464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -267465.906250 Penalty: 2607.973877
	Iteration 63Q: 3 clusters Score -267465.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -267467.812500 Penalty: 2607.973877
	Iteration 64Q: 3 clusters Score -267467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -267471.437500 Penalty: 2607.973877
	Iteration 65Q: 3 clusters Score -267471.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -267478.187500 Penalty: 2607.973877
	Iteration 66Q: 3 clusters Score -267478.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -267485.781250 Penalty: 2607.973877
	Iteration 67Q: 3 clusters Score -267485.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -267495.093750 Penalty: 2607.973877
	Iteration 68Q: 3 clusters Score -267495.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -267502.718750 Penalty: 2607.973877
	Iteration 69Q: 3 clusters Score -267502.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -267504.937500 Penalty: 2607.973877
	Iteration 70Q: 3 clusters Score -267504.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -267506.750000 Penalty: 2607.973877
	Iteration 71Q: 3 clusters Score -267506.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267509.500000 Penalty: 2607.973877
	Iteration 72Q: 3 clusters Score -267509.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -267511.531250 Penalty: 2607.973877
	Iteration 73Q: 3 clusters Score -267511.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -267514.031250 Penalty: 2607.973877
	Iteration 74Q: 3 clusters Score -267514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -267515.906250 Penalty: 2607.973877
	Iteration 75Q: 3 clusters Score -267515.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267516.312500 Penalty: 2607.973877
	Iteration 76Q: 3 clusters Score -267516.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267517.375000 Penalty: 2607.973877
	Iteration 77Q: 3 clusters Score -267517.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267517.718750 Penalty: 2607.973877
	Iteration 78Q: 3 clusters Score -267517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -267518.375000 Penalty: 2607.973877
	Iteration 79Q: 3 clusters Score -267518.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267520.218750 Penalty: 2607.973877
	Iteration 80F: 3 clusters Score -267520.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -267522.312500 Penalty: 2607.973877
	Iteration 81Q: 3 clusters Score -267522.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -267525.406250 Penalty: 2607.973877
	Iteration 82Q: 3 clusters Score -267525.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -267530.250000 Penalty: 2607.973877
	Iteration 83Q: 3 clusters Score -267530.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -267534.187500 Penalty: 2607.973877
	Iteration 84Q: 3 clusters Score -267534.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -267537.625000 Penalty: 2607.973877
	Iteration 85Q: 3 clusters Score -267537.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -267541.093750 Penalty: 2607.973877
	Iteration 86Q: 3 clusters Score -267541.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -267543.812500 Penalty: 2607.973877
	Iteration 87Q: 3 clusters Score -267543.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -267545.031250 Penalty: 2607.973877
	Iteration 88Q: 3 clusters Score -267545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -267545.718750 Penalty: 2607.973877
	Iteration 89Q: 3 clusters Score -267545.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -267547.312500 Penalty: 2607.973877
	Iteration 90Q: 3 clusters Score -267547.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -267547.625000 Penalty: 2607.973877
	Iteration 91Q: 3 clusters Score -267547.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -267549.500000 Penalty: 2607.973877
	Iteration 92Q: 3 clusters Score -267549.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -267551.343750 Penalty: 2607.973877
	Iteration 93Q: 3 clusters Score -267551.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -267553.218750 Penalty: 2607.973877
	Iteration 94Q: 3 clusters Score -267553.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -267554.250000 Penalty: 2607.973877
	Iteration 95Q: 3 clusters Score -267554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -267557.156250 Penalty: 2607.973877
	Iteration 96Q: 3 clusters Score -267557.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -267560.343750 Penalty: 2607.973877
	Iteration 97Q: 3 clusters Score -267560.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267563.062500 Penalty: 2607.973877
	Iteration 98Q: 3 clusters Score -267563.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267566.625000 Penalty: 2607.973877
	Iteration 99Q: 3 clusters Score -267566.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267568.468750 Penalty: 2607.973877
	Iteration 100F: 3 clusters Score -267568.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267569.281250 Penalty: 2607.973877
	Iteration 101Q: 3 clusters Score -267569.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -267570.468750 Penalty: 2607.973877
	Iteration 102Q: 3 clusters Score -267570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -267574.343750 Penalty: 2607.973877
	Iteration 103Q: 3 clusters Score -267574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -267578.062500 Penalty: 2607.973877
	Iteration 104Q: 3 clusters Score -267578.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -267580.468750 Penalty: 2607.973877
	Iteration 105Q: 3 clusters Score -267580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -267581.843750 Penalty: 2607.973877
	Iteration 106Q: 3 clusters Score -267581.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -267584.312500 Penalty: 2607.973877
	Iteration 107Q: 3 clusters Score -267584.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -267586.500000 Penalty: 2607.973877
	Iteration 108Q: 3 clusters Score -267586.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -267589.718750 Penalty: 2607.973877
	Iteration 109Q: 3 clusters Score -267589.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -267591.718750 Penalty: 2607.973877
	Iteration 110Q: 3 clusters Score -267591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -267594.062500 Penalty: 2607.973877
	Iteration 111Q: 3 clusters Score -267594.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -267596.312500 Penalty: 2607.973877
	Iteration 112Q: 3 clusters Score -267596.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -267599.687500 Penalty: 2607.973877
	Iteration 113Q: 3 clusters Score -267599.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -267602.531250 Penalty: 2607.973877
	Iteration 114Q: 3 clusters Score -267602.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -267603.562500 Penalty: 2607.973877
	Iteration 115Q: 3 clusters Score -267603.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -267605.531250 Penalty: 2607.973877
	Iteration 116Q: 3 clusters Score -267605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -267607.125000 Penalty: 2607.973877
	Iteration 117Q: 3 clusters Score -267607.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -267608.031250 Penalty: 2607.973877
	Iteration 118Q: 3 clusters Score -267608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -267608.750000 Penalty: 2607.973877
	Iteration 119Q: 3 clusters Score -267608.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -267609.312500 Penalty: 2607.973877
	Iteration 120F: 3 clusters Score -267609.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -267610.062500 Penalty: 2607.973877
	Iteration 121Q: 3 clusters Score -267610.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -267610.531250 Penalty: 2607.973877
	Iteration 122Q: 3 clusters Score -267610.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -267611.843750 Penalty: 2607.973877
	Iteration 123Q: 3 clusters Score -267611.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -267612.656250 Penalty: 2607.973877
	Iteration 124Q: 3 clusters Score -267612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -267613.843750 Penalty: 2607.973877
	Iteration 125Q: 3 clusters Score -267613.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -267615.250000 Penalty: 2607.973877
	Iteration 126Q: 3 clusters Score -267615.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -267615.968750 Penalty: 2607.973877
	Iteration 127Q: 3 clusters Score -267616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -267617.281250 Penalty: 2607.973877
	Iteration 128Q: 3 clusters Score -267617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -267618.281250 Penalty: 2607.973877
	Iteration 129Q: 3 clusters Score -267618.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -267618.843750 Penalty: 2607.973877
	Iteration 130Q: 3 clusters Score -267618.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267619.968750 Penalty: 2607.973877
	Iteration 131Q: 3 clusters Score -267620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -267620.343750 Penalty: 2607.973877
	Iteration 132Q: 3 clusters Score -267620.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267620.718750 Penalty: 2607.973877
	Iteration 133Q: 3 clusters Score -267620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -267621.187500 Penalty: 2607.973877
	Iteration 134Q: 3 clusters Score -267621.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -267621.562500 Penalty: 2607.973877
	Iteration 135Q: 3 clusters Score -267621.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -267621.562500 Penalty: 2607.973877
	Iteration 136F: 3 clusters Score -267621.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (2017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Entering Unmasked Estep 
Score: -166572.984375 Penalty: 1236.522095
	Iteration 0F: 2 clusters Score -166573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164504.468750 Penalty: 2473.044189
	Iteration 0F: 3 clusters Score -164504.5 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164993.109375 Penalty: 2473.044189
	Iteration 1F: 3 clusters Score -164993.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -165149.734375 Penalty: 2473.044189
	Iteration 2F: 3 clusters Score -165149.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -165278.906250 Penalty: 2473.044189
	Iteration 3F: 3 clusters Score -165278.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -165384.296875 Penalty: 2473.044189
	Iteration 4F: 3 clusters Score -165384.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -165436.656250 Penalty: 2473.044189
	Iteration 5Q: 3 clusters Score -165436.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -165480.156250 Penalty: 2473.044189
	Iteration 6Q: 3 clusters Score -165480.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -165529.843750 Penalty: 2473.044189
	Iteration 7Q: 3 clusters Score -165529.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -165566.890625 Penalty: 2473.044189
	Iteration 8Q: 3 clusters Score -165566.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -165607.968750 Penalty: 2473.044189
	Iteration 9Q: 3 clusters Score -165608 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -165632.828125 Penalty: 2473.044189
	Iteration 10Q: 3 clusters Score -165632.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165650.203125 Penalty: 2473.044189
	Iteration 11Q: 3 clusters Score -165650.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -165665.734375 Penalty: 2473.044189
	Iteration 12Q: 3 clusters Score -165665.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165688.890625 Penalty: 2473.044189
	Iteration 13Q: 3 clusters Score -165688.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165718.343750 Penalty: 2473.044189
	Iteration 14Q: 3 clusters Score -165718.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165757.359375 Penalty: 2473.044189
	Iteration 15Q: 3 clusters Score -165757.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165800.515625 Penalty: 2473.044189
	Iteration 16Q: 3 clusters Score -165800.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -165837.734375 Penalty: 2473.044189
	Iteration 17Q: 3 clusters Score -165837.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165860.859375 Penalty: 2473.044189
	Iteration 18Q: 3 clusters Score -165860.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165876.125000 Penalty: 2473.044189
	Iteration 19Q: 3 clusters Score -165876.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165884.984375 Penalty: 2473.044189
	Iteration 20F: 3 clusters Score -165885 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -165893.484375 Penalty: 2473.044189
	Iteration 21Q: 3 clusters Score -165893.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -165896.875000 Penalty: 2473.044189
	Iteration 22Q: 3 clusters Score -165896.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -165904.937500 Penalty: 2473.044189
	Iteration 23Q: 3 clusters Score -165904.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -165911.906250 Penalty: 2473.044189
	Iteration 24Q: 3 clusters Score -165911.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -165917.578125 Penalty: 2473.044189
	Iteration 25Q: 3 clusters Score -165917.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -165921.250000 Penalty: 2473.044189
	Iteration 26Q: 3 clusters Score -165921.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -165926.000000 Penalty: 2473.044189
	Iteration 27Q: 3 clusters Score -165926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -165933.531250 Penalty: 2473.044189
	Iteration 28Q: 3 clusters Score -165933.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165943.468750 Penalty: 2473.044189
	Iteration 29Q: 3 clusters Score -165943.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -165947.750000 Penalty: 2473.044189
	Iteration 30Q: 3 clusters Score -165947.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -165950.062500 Penalty: 2473.044189
	Iteration 31Q: 3 clusters Score -165950.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -165950.406250 Penalty: 2473.044189
	Iteration 32Q: 3 clusters Score -165950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -165950.625000 Penalty: 2473.044189
	Iteration 33Q: 3 clusters Score -165950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -165950.625000 Penalty: 2473.044189
	Iteration 34F: 3 clusters Score -165950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (8988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Entering Unmasked Estep 
Score: -790421.312500 Penalty: 1479.342407
	Iteration 0F: 2 clusters Score -790421.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -783933.187500 Penalty: 2958.684814
	Iteration 0F: 3 clusters Score -783933.2 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -786047.687500 Penalty: 2958.684814
	Iteration 1F: 3 clusters Score -786047.7 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -786411.562500 Penalty: 2958.684814
	Iteration 2F: 3 clusters Score -786411.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -786720.625000 Penalty: 2958.684814
	Iteration 3F: 3 clusters Score -786720.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -787024.500000 Penalty: 2958.684814
	Iteration 4F: 3 clusters Score -787024.5 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -787373.375000 Penalty: 2958.684814
	Iteration 5F: 3 clusters Score -787373.4 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -787793.062500 Penalty: 2958.684814
	Iteration 6F: 3 clusters Score -787793.1 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -788359.125000 Penalty: 2958.684814
	Iteration 7F: 3 clusters Score -788359.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -788974.125000 Penalty: 2958.684814
	Iteration 8F: 3 clusters Score -788974.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -789530.750000 Penalty: 2958.684814
	Iteration 9F: 3 clusters Score -789530.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -789898.500000 Penalty: 2958.684814
	Iteration 10Q: 3 clusters Score -789898.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -790144.812500 Penalty: 2958.684814
	Iteration 11Q: 3 clusters Score -790144.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -790270.375000 Penalty: 2958.684814
	Iteration 12Q: 3 clusters Score -790270.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -790330.437500 Penalty: 2958.684814
	Iteration 13Q: 3 clusters Score -790330.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -790360.250000 Penalty: 2958.684814
	Iteration 14Q: 3 clusters Score -790360.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -790375.312500 Penalty: 2958.684814
	Iteration 15Q: 3 clusters Score -790375.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -790386.687500 Penalty: 2958.684814
	Iteration 16Q: 3 clusters Score -790386.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -790390.875000 Penalty: 2958.684814
	Iteration 17Q: 3 clusters Score -790390.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -790393.312500 Penalty: 2958.684814
	Iteration 18Q: 3 clusters Score -790393.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -790395.312500 Penalty: 2958.684814
	Iteration 19Q: 3 clusters Score -790395.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -790397.562500 Penalty: 2958.684814
	Iteration 20F: 3 clusters Score -790397.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -790397.000000 Penalty: 2958.684814
	Iteration 21Q: 3 clusters Score -790397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -790396.875000 Penalty: 2958.684814
	Iteration 22Q: 3 clusters Score -790396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -790397.437500 Penalty: 2958.684814
	Iteration 23Q: 3 clusters Score -790397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -790396.937500 Penalty: 2958.684814
	Iteration 24Q: 3 clusters Score -790396.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -790396.875000 Penalty: 2958.684814
	Iteration 25Q: 3 clusters Score -790396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -790396.750000 Penalty: 2958.684814
	Iteration 26Q: 3 clusters Score -790396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -790395.750000 Penalty: 2958.684814
	Iteration 27Q: 3 clusters Score -790395.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -790395.750000 Penalty: 2958.684814
	Iteration 28F: 3 clusters Score -790395.8 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122647968.000000 Penalty: 87636.960938
23->39 Clusters: Score -122647968.000000, best is -122837864.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 21256 members 
Mstep: Class 3 contains 21051 members 
Mstep: Class 4 contains 21176 members 
Mstep: Class 5 contains 21071 members 
Mstep: Class 6 contains 20852 members 
Mstep: Class 7 contains 21222 members 
Mstep: Class 8 contains 21381 members 
Mstep: Class 9 contains 21092 members 
Mstep: Class 10 contains 20976 members 
Mstep: Class 11 contains 21252 members 
Mstep: Class 12 contains 21098 members 
Mstep: Class 13 contains 21187 members 
Mstep: Class 14 contains 21185 members 
Mstep: Class 15 contains 21142 members 
Mstep: Class 16 contains 20812 members 
Mstep: Class 17 contains 21285 members 
Mstep: Class 18 contains 21080 members 
Mstep: Class 19 contains 21108 members 
Mstep: Class 20 contains 21048 members 
Mstep: Class 21 contains 21139 members 
Mstep: Class 22 contains 21319 members 
Mstep: Class 23 contains 20941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 489.320953 but Gain 2127.710938
Score: -37556028.000000 Penalty: 46809.648438
Iteration 0F: 23 clusters Score -3.755603e+07 nChanged 461256
Entering Unmasked Mstep 
Mstep: Class 0 contains 624 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 17993 members 
Mstep: Class 3 contains 8865 members 
Mstep: Class 4 contains 48542 members 
Mstep: Class 6 contains 18993 members 
Mstep: Class 7 contains 23464 members 
Mstep: Class 8 contains 14232 members 
Mstep: Class 9 contains 17798 members 
Mstep: Class 10 contains 10454 members 
Mstep: Class 11 contains 13551 members 
Mstep: Class 12 contains 14539 members 
Mstep: Class 13 contains 15101 members 
Mstep: Class 14 contains 16931 members 
Mstep: Class 15 contains 85955 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 17 contains 21300 members 
Mstep: Class 18 contains 11258 members 
Mstep: Class 19 contains 11690 members 
Mstep: Class 20 contains 31955 members 
Mstep: Class 21 contains 25109 members 
Mstep: Class 22 contains 15028 members 
Mstep: Class 23 contains 29582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39580092.000000 Penalty: 46809.648438
Iteration 1F: 23 clusters Score -3.958009e+07 nChanged 202382
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 22037 members 
Mstep: Class 3 contains 5195 members 
Mstep: Class 4 contains 44492 members 
Mstep: Class 6 contains 15601 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 10857 members 
Mstep: Class 10 contains 6688 members 
Mstep: Class 11 contains 10302 members 
Mstep: Class 12 contains 13121 members 
Mstep: Class 13 contains 6896 members 
Mstep: Class 14 contains 8958 members 
Mstep: Class 15 contains 138770 members 
Mstep: Class 16 contains 10065 members 
Mstep: Class 17 contains 17081 members 
Mstep: Class 18 contains 8189 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 31347 members 
Mstep: Class 21 contains 35751 members 
Mstep: Class 22 contains 12067 members 
Mstep: Class 23 contains 32940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40101608.000000 Penalty: 46809.648438
Iteration 2F: 23 clusters Score -4.010161e+07 nChanged 128197
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 29246 members 
Mstep: Class 3 contains 4535 members 
Mstep: Class 4 contains 37195 members 
Mstep: Class 6 contains 19718 members 
Mstep: Class 7 contains 16666 members 
Mstep: Class 8 contains 3073 members 
Mstep: Class 9 contains 4780 members 
Mstep: Class 10 contains 6302 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 15380 members 
Mstep: Class 13 contains 2312 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 171578 members 
Mstep: Class 16 contains 11068 members 
Mstep: Class 17 contains 9642 members 
Mstep: Class 18 contains 7880 members 
Mstep: Class 19 contains 4518 members 
Mstep: Class 20 contains 21521 members 
Mstep: Class 21 contains 46680 members 
Mstep: Class 22 contains 8407 members 
Mstep: Class 23 contains 28585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1979.559814 but Gain 2127.710938
Score: -40367872.000000 Penalty: 44681.937500
Iteration 3F: 22 clusters Score -4.036787e+07 nChanged 87180
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 37425 members 
Mstep: Class 3 contains 4525 members 
Mstep: Class 4 contains 26719 members 
Mstep: Class 6 contains 24094 members 
Mstep: Class 7 contains 19250 members 
Mstep: Class 8 contains 2249 members 
Mstep: Class 10 contains 5854 members 
Mstep: Class 11 contains 6761 members 
Mstep: Class 12 contains 19004 members 
Mstep: Class 13 contains 1405 members 
Mstep: Class 14 contains 2807 members 
Mstep: Class 15 contains 186673 members 
Mstep: Class 16 contains 11365 members 
Mstep: Class 17 contains 5189 members 
Mstep: Class 18 contains 8481 members 
Mstep: Class 19 contains 2889 members 
Mstep: Class 20 contains 13157 members 
Mstep: Class 21 contains 48497 members 
Mstep: Class 22 contains 5027 members 
Mstep: Class 23 contains 21038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40499464.000000 Penalty: 44681.937500
Iteration 4F: 22 clusters Score -4.049946e+07 nChanged 55555
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 41944 members 
Mstep: Class 3 contains 4441 members 
Mstep: Class 4 contains 19032 members 
Mstep: Class 6 contains 26694 members 
Mstep: Class 7 contains 23340 members 
Mstep: Class 8 contains 1873 members 
Mstep: Class 10 contains 5384 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 20339 members 
Mstep: Class 13 contains 1524 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 190331 members 
Mstep: Class 16 contains 11568 members 
Mstep: Class 17 contains 3188 members 
Mstep: Class 18 contains 8877 members 
Mstep: Class 19 contains 2101 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 46281 members 
Mstep: Class 22 contains 3400 members 
Mstep: Class 23 contains 16785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40568512.000000 Penalty: 44681.937500
Iteration 5F: 22 clusters Score -4.056851e+07 nChanged 37742
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 4147 members 
Mstep: Class 4 contains 14397 members 
Mstep: Class 6 contains 28522 members 
Mstep: Class 7 contains 27373 members 
Mstep: Class 8 contains 1736 members 
Mstep: Class 10 contains 5038 members 
Mstep: Class 11 contains 5803 members 
Mstep: Class 12 contains 20030 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 188180 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 9211 members 
Mstep: Class 19 contains 1724 members 
Mstep: Class 20 contains 5753 members 
Mstep: Class 21 contains 43535 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 16148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40609592.000000 Penalty: 44681.937500
Iteration 6F: 22 clusters Score -4.060959e+07 nChanged 28045
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 54355 members 
Mstep: Class 2 contains 45334 members 
Mstep: Class 3 contains 3691 members 
Mstep: Class 4 contains 11719 members 
Mstep: Class 6 contains 29494 members 
Mstep: Class 7 contains 30832 members 
Mstep: Class 8 contains 1733 members 
Mstep: Class 10 contains 4753 members 
Mstep: Class 11 contains 5749 members 
Mstep: Class 12 contains 19273 members 
Mstep: Class 13 contains 2740 members 
Mstep: Class 14 contains 1825 members 
Mstep: Class 15 contains 184956 members 
Mstep: Class 16 contains 10449 members 
Mstep: Class 17 contains 1881 members 
Mstep: Class 18 contains 9486 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 41097 members 
Mstep: Class 22 contains 4252 members 
Mstep: Class 23 contains 16277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40633876.000000 Penalty: 44681.937500
Iteration 7F: 22 clusters Score -4.063388e+07 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 45824 members 
Mstep: Class 3 contains 3143 members 
Mstep: Class 4 contains 10081 members 
Mstep: Class 6 contains 29813 members 
Mstep: Class 7 contains 33620 members 
Mstep: Class 8 contains 1727 members 
Mstep: Class 10 contains 4551 members 
Mstep: Class 11 contains 5763 members 
Mstep: Class 12 contains 18739 members 
Mstep: Class 13 contains 3306 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 181920 members 
Mstep: Class 16 contains 9624 members 
Mstep: Class 17 contains 1664 members 
Mstep: Class 18 contains 9866 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 3717 members 
Mstep: Class 21 contains 39064 members 
Mstep: Class 22 contains 5337 members 
Mstep: Class 23 contains 16278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40649584.000000 Penalty: 44681.937500
Iteration 8Q: 22 clusters Score -4.064958e+07 nChanged 16885
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 61561 members 
Mstep: Class 2 contains 45984 members 
Mstep: Class 3 contains 2778 members 
Mstep: Class 4 contains 9002 members 
Mstep: Class 6 contains 29885 members 
Mstep: Class 7 contains 35900 members 
Mstep: Class 8 contains 1767 members 
Mstep: Class 10 contains 4381 members 
Mstep: Class 11 contains 5763 members 
Mstep: Class 12 contains 18468 members 
Mstep: Class 13 contains 3559 members 
Mstep: Class 14 contains 2010 members 
Mstep: Class 15 contains 179097 members 
Mstep: Class 16 contains 8947 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 10349 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 3461 members 
Mstep: Class 21 contains 37369 members 
Mstep: Class 22 contains 6289 members 
Mstep: Class 23 contains 16171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40658984.000000 Penalty: 44681.937500
Iteration 9Q: 22 clusters Score -4.065898e+07 nChanged 13680
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 64310 members 
Mstep: Class 2 contains 45831 members 
Mstep: Class 3 contains 2583 members 
Mstep: Class 4 contains 8338 members 
Mstep: Class 6 contains 29811 members 
Mstep: Class 7 contains 37777 members 
Mstep: Class 8 contains 1831 members 
Mstep: Class 10 contains 4251 members 
Mstep: Class 11 contains 5752 members 
Mstep: Class 12 contains 18386 members 
Mstep: Class 13 contains 3646 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 176318 members 
Mstep: Class 16 contains 8348 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 10879 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 3482 members 
Mstep: Class 21 contains 35969 members 
Mstep: Class 22 contains 7170 members 
Mstep: Class 23 contains 15976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40665788.000000 Penalty: 44681.937500
Iteration 10Q: 22 clusters Score -4.066579e+07 nChanged 11739
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 66678 members 
Mstep: Class 2 contains 45577 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 7874 members 
Mstep: Class 6 contains 29728 members 
Mstep: Class 7 contains 39496 members 
Mstep: Class 8 contains 1896 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 18454 members 
Mstep: Class 13 contains 3669 members 
Mstep: Class 14 contains 2340 members 
Mstep: Class 15 contains 173557 members 
Mstep: Class 16 contains 7831 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 11477 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 3603 members 
Mstep: Class 21 contains 34700 members 
Mstep: Class 22 contains 7926 members 
Mstep: Class 23 contains 15714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40671216.000000 Penalty: 44681.937500
Iteration 11Q: 22 clusters Score -4.067122e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 45228 members 
Mstep: Class 3 contains 2380 members 
Mstep: Class 4 contains 7470 members 
Mstep: Class 6 contains 29665 members 
Mstep: Class 7 contains 41090 members 
Mstep: Class 8 contains 1959 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 5739 members 
Mstep: Class 12 contains 18517 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 2579 members 
Mstep: Class 15 contains 170732 members 
Mstep: Class 16 contains 7427 members 
Mstep: Class 17 contains 1378 members 
Mstep: Class 18 contains 12188 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 3804 members 
Mstep: Class 21 contains 33665 members 
Mstep: Class 22 contains 8532 members 
Mstep: Class 23 contains 15340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40675912.000000 Penalty: 44681.937500
Iteration 12Q: 22 clusters Score -4.067591e+07 nChanged 9725
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 70807 members 
Mstep: Class 2 contains 44821 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 7113 members 
Mstep: Class 6 contains 29680 members 
Mstep: Class 7 contains 42605 members 
Mstep: Class 8 contains 2002 members 
Mstep: Class 10 contains 4037 members 
Mstep: Class 11 contains 5763 members 
Mstep: Class 12 contains 18524 members 
Mstep: Class 13 contains 3674 members 
Mstep: Class 14 contains 2901 members 
Mstep: Class 15 contains 167690 members 
Mstep: Class 16 contains 7113 members 
Mstep: Class 17 contains 1353 members 
Mstep: Class 18 contains 13002 members 
Mstep: Class 19 contains 1594 members 
Mstep: Class 20 contains 4053 members 
Mstep: Class 21 contains 32805 members 
Mstep: Class 22 contains 9036 members 
Mstep: Class 23 contains 14930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40680272.000000 Penalty: 44681.937500
Iteration 13Q: 22 clusters Score -4.068027e+07 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 72657 members 
Mstep: Class 2 contains 44340 members 
Mstep: Class 3 contains 2285 members 
Mstep: Class 4 contains 6816 members 
Mstep: Class 6 contains 29759 members 
Mstep: Class 7 contains 44335 members 
Mstep: Class 8 contains 2032 members 
Mstep: Class 10 contains 4041 members 
Mstep: Class 11 contains 5796 members 
Mstep: Class 12 contains 18494 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 15 contains 164338 members 
Mstep: Class 16 contains 6865 members 
Mstep: Class 17 contains 1335 members 
Mstep: Class 18 contains 13923 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 4278 members 
Mstep: Class 21 contains 32089 members 
Mstep: Class 22 contains 9420 members 
Mstep: Class 23 contains 14429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40685748.000000 Penalty: 44681.937500
Iteration 14Q: 22 clusters Score -4.068575e+07 nChanged 9899
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 74362 members 
Mstep: Class 2 contains 43860 members 
Mstep: Class 3 contains 2295 members 
Mstep: Class 4 contains 6520 members 
Mstep: Class 6 contains 29891 members 
Mstep: Class 7 contains 46562 members 
Mstep: Class 8 contains 2055 members 
Mstep: Class 10 contains 4038 members 
Mstep: Class 11 contains 5850 members 
Mstep: Class 12 contains 18373 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 3708 members 
Mstep: Class 15 contains 160613 members 
Mstep: Class 16 contains 6670 members 
Mstep: Class 17 contains 1324 members 
Mstep: Class 18 contains 14835 members 
Mstep: Class 19 contains 1625 members 
Mstep: Class 20 contains 4489 members 
Mstep: Class 21 contains 31529 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 13826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40690848.000000 Penalty: 44681.937500
Iteration 15Q: 22 clusters Score -4.069085e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 75993 members 
Mstep: Class 2 contains 43448 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 6238 members 
Mstep: Class 6 contains 30062 members 
Mstep: Class 7 contains 49511 members 
Mstep: Class 8 contains 2062 members 
Mstep: Class 10 contains 4039 members 
Mstep: Class 11 contains 5904 members 
Mstep: Class 12 contains 18224 members 
Mstep: Class 13 contains 3663 members 
Mstep: Class 14 contains 4089 members 
Mstep: Class 15 contains 156115 members 
Mstep: Class 16 contains 6529 members 
Mstep: Class 17 contains 1316 members 
Mstep: Class 18 contains 15755 members 
Mstep: Class 19 contains 1648 members 
Mstep: Class 20 contains 4669 members 
Mstep: Class 21 contains 31118 members 
Mstep: Class 22 contains 9971 members 
Mstep: Class 23 contains 13143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40698928.000000 Penalty: 44681.937500
Iteration 16Q: 22 clusters Score -4.069893e+07 nChanged 11681
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 77584 members 
Mstep: Class 2 contains 43065 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 5958 members 
Mstep: Class 6 contains 30269 members 
Mstep: Class 7 contains 52858 members 
Mstep: Class 8 contains 2077 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 5953 members 
Mstep: Class 12 contains 18197 members 
Mstep: Class 13 contains 3667 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 151202 members 
Mstep: Class 16 contains 6450 members 
Mstep: Class 17 contains 1303 members 
Mstep: Class 18 contains 16746 members 
Mstep: Class 19 contains 1685 members 
Mstep: Class 20 contains 4795 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 10142 members 
Mstep: Class 23 contains 12247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40709936.000000 Penalty: 44681.937500
Iteration 17Q: 22 clusters Score -4.070994e+07 nChanged 11592
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78844 members 
Mstep: Class 2 contains 42625 members 
Mstep: Class 3 contains 2381 members 
Mstep: Class 4 contains 5695 members 
Mstep: Class 6 contains 30489 members 
Mstep: Class 7 contains 55383 members 
Mstep: Class 8 contains 2084 members 
Mstep: Class 10 contains 4044 members 
Mstep: Class 11 contains 5979 members 
Mstep: Class 12 contains 18268 members 
Mstep: Class 13 contains 3672 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 147494 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 17881 members 
Mstep: Class 19 contains 1721 members 
Mstep: Class 20 contains 4861 members 
Mstep: Class 21 contains 30673 members 
Mstep: Class 22 contains 10267 members 
Mstep: Class 23 contains 11134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40723036.000000 Penalty: 44681.937500
Iteration 18Q: 22 clusters Score -4.072304e+07 nChanged 10802
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 79295 members 
Mstep: Class 2 contains 42046 members 
Mstep: Class 3 contains 2397 members 
Mstep: Class 4 contains 5391 members 
Mstep: Class 6 contains 30727 members 
Mstep: Class 7 contains 57111 members 
Mstep: Class 8 contains 2114 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 6006 members 
Mstep: Class 12 contains 18396 members 
Mstep: Class 13 contains 3679 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 145322 members 
Mstep: Class 16 contains 6429 members 
Mstep: Class 17 contains 1282 members 
Mstep: Class 18 contains 19186 members 
Mstep: Class 19 contains 1803 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 30597 members 
Mstep: Class 22 contains 10372 members 
Mstep: Class 23 contains 9980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40735276.000000 Penalty: 44681.937500
Iteration 19Q: 22 clusters Score -4.073528e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 41212 members 
Mstep: Class 3 contains 2432 members 
Mstep: Class 4 contains 5161 members 
Mstep: Class 6 contains 30976 members 
Mstep: Class 7 contains 58526 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 10 contains 4101 members 
Mstep: Class 11 contains 6021 members 
Mstep: Class 12 contains 18581 members 
Mstep: Class 13 contains 3682 members 
Mstep: Class 14 contains 4857 members 
Mstep: Class 15 contains 144348 members 
Mstep: Class 16 contains 6427 members 
Mstep: Class 17 contains 1273 members 
Mstep: Class 18 contains 20813 members 
Mstep: Class 19 contains 1876 members 
Mstep: Class 20 contains 4845 members 
Mstep: Class 21 contains 30576 members 
Mstep: Class 22 contains 10448 members 
Mstep: Class 23 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40750600.000000 Penalty: 44681.937500
Iteration 20F: 22 clusters Score -4.07506e+07 nChanged 10730
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 76856 members 
Mstep: Class 2 contains 40241 members 
Mstep: Class 3 contains 2435 members 
Mstep: Class 4 contains 4887 members 
Mstep: Class 6 contains 31146 members 
Mstep: Class 7 contains 60683 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 10 contains 4279 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 18815 members 
Mstep: Class 13 contains 3684 members 
Mstep: Class 14 contains 4987 members 
Mstep: Class 15 contains 143311 members 
Mstep: Class 16 contains 6323 members 
Mstep: Class 17 contains 1264 members 
Mstep: Class 18 contains 22655 members 
Mstep: Class 19 contains 1970 members 
Mstep: Class 20 contains 4895 members 
Mstep: Class 21 contains 30570 members 
Mstep: Class 22 contains 10621 members 
Mstep: Class 23 contains 8018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40761104.000000 Penalty: 44681.937500
Iteration 21Q: 22 clusters Score -4.07611e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 74832 members 
Mstep: Class 2 contains 39589 members 
Mstep: Class 3 contains 2438 members 
Mstep: Class 4 contains 4661 members 
Mstep: Class 6 contains 31254 members 
Mstep: Class 7 contains 61082 members 
Mstep: Class 8 contains 2183 members 
Mstep: Class 10 contains 4598 members 
Mstep: Class 11 contains 5983 members 
Mstep: Class 12 contains 19101 members 
Mstep: Class 13 contains 3696 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 15 contains 143634 members 
Mstep: Class 16 contains 6247 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 24276 members 
Mstep: Class 19 contains 2106 members 
Mstep: Class 20 contains 4979 members 
Mstep: Class 21 contains 30650 members 
Mstep: Class 22 contains 10777 members 
Mstep: Class 23 contains 7289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40766968.000000 Penalty: 44681.937500
Iteration 22Q: 22 clusters Score -4.076697e+07 nChanged 7610
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 72908 members 
Mstep: Class 2 contains 39344 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 6 contains 31402 members 
Mstep: Class 7 contains 61315 members 
Mstep: Class 8 contains 2193 members 
Mstep: Class 10 contains 4960 members 
Mstep: Class 11 contains 5961 members 
Mstep: Class 12 contains 19343 members 
Mstep: Class 13 contains 3706 members 
Mstep: Class 14 contains 5414 members 
Mstep: Class 15 contains 144091 members 
Mstep: Class 16 contains 6171 members 
Mstep: Class 17 contains 1259 members 
Mstep: Class 18 contains 25269 members 
Mstep: Class 19 contains 2249 members 
Mstep: Class 20 contains 5037 members 
Mstep: Class 21 contains 30718 members 
Mstep: Class 22 contains 10891 members 
Mstep: Class 23 contains 6707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40771152.000000 Penalty: 44681.937500
Iteration 23Q: 22 clusters Score -4.077115e+07 nChanged 6716
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 71174 members 
Mstep: Class 2 contains 39147 members 
Mstep: Class 3 contains 2485 members 
Mstep: Class 4 contains 4186 members 
Mstep: Class 6 contains 31518 members 
Mstep: Class 7 contains 61435 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 10 contains 5453 members 
Mstep: Class 11 contains 5926 members 
Mstep: Class 12 contains 19593 members 
Mstep: Class 13 contains 3715 members 
Mstep: Class 14 contains 5680 members 
Mstep: Class 15 contains 144415 members 
Mstep: Class 16 contains 6082 members 
Mstep: Class 17 contains 1256 members 
Mstep: Class 18 contains 26003 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 20 contains 5103 members 
Mstep: Class 21 contains 30796 members 
Mstep: Class 22 contains 10984 members 
Mstep: Class 23 contains 6265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40775436.000000 Penalty: 44681.937500
Iteration 24Q: 22 clusters Score -4.077544e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69688 members 
Mstep: Class 2 contains 38927 members 
Mstep: Class 3 contains 2489 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 6 contains 31637 members 
Mstep: Class 7 contains 61397 members 
Mstep: Class 8 contains 2204 members 
Mstep: Class 10 contains 6132 members 
Mstep: Class 11 contains 5889 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 3734 members 
Mstep: Class 14 contains 5921 members 
Mstep: Class 15 contains 144670 members 
Mstep: Class 16 contains 6037 members 
Mstep: Class 17 contains 1252 members 
Mstep: Class 18 contains 26506 members 
Mstep: Class 19 contains 2497 members 
Mstep: Class 20 contains 5166 members 
Mstep: Class 21 contains 30881 members 
Mstep: Class 22 contains 11060 members 
Mstep: Class 23 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40779120.000000 Penalty: 44681.937500
Iteration 25Q: 22 clusters Score -4.077912e+07 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68547 members 
Mstep: Class 2 contains 38576 members 
Mstep: Class 3 contains 2505 members 
Mstep: Class 4 contains 3868 members 
Mstep: Class 6 contains 31652 members 
Mstep: Class 7 contains 61229 members 
Mstep: Class 8 contains 2213 members 
Mstep: Class 10 contains 6945 members 
Mstep: Class 11 contains 5881 members 
Mstep: Class 12 contains 19979 members 
Mstep: Class 13 contains 3750 members 
Mstep: Class 14 contains 6166 members 
Mstep: Class 15 contains 144799 members 
Mstep: Class 16 contains 5989 members 
Mstep: Class 17 contains 1247 members 
Mstep: Class 18 contains 26908 members 
Mstep: Class 19 contains 2596 members 
Mstep: Class 20 contains 5235 members 
Mstep: Class 21 contains 30954 members 
Mstep: Class 22 contains 11126 members 
Mstep: Class 23 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40782480.000000 Penalty: 44681.937500
Iteration 26Q: 22 clusters Score -4.078248e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67904 members 
Mstep: Class 2 contains 38174 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 3768 members 
Mstep: Class 6 contains 31626 members 
Mstep: Class 7 contains 60954 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 10 contains 7633 members 
Mstep: Class 11 contains 5861 members 
Mstep: Class 12 contains 20123 members 
Mstep: Class 13 contains 3769 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 144882 members 
Mstep: Class 16 contains 5933 members 
Mstep: Class 17 contains 1246 members 
Mstep: Class 18 contains 27145 members 
Mstep: Class 19 contains 2700 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 31035 members 
Mstep: Class 22 contains 11182 members 
Mstep: Class 23 contains 5452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40785140.000000 Penalty: 44681.937500
Iteration 27Q: 22 clusters Score -4.078514e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67676 members 
Mstep: Class 2 contains 37740 members 
Mstep: Class 3 contains 2510 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 6 contains 31568 members 
Mstep: Class 7 contains 60601 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 10 contains 8234 members 
Mstep: Class 11 contains 5834 members 
Mstep: Class 12 contains 20226 members 
Mstep: Class 13 contains 3787 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 144884 members 
Mstep: Class 16 contains 5903 members 
Mstep: Class 17 contains 1242 members 
Mstep: Class 18 contains 27256 members 
Mstep: Class 19 contains 2802 members 
Mstep: Class 20 contains 5298 members 
Mstep: Class 21 contains 31112 members 
Mstep: Class 22 contains 11226 members 
Mstep: Class 23 contains 5307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40786984.000000 Penalty: 44681.937500
Iteration 28Q: 22 clusters Score -4.078698e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67598 members 
Mstep: Class 2 contains 37362 members 
Mstep: Class 3 contains 2511 members 
Mstep: Class 4 contains 3619 members 
Mstep: Class 6 contains 31400 members 
Mstep: Class 7 contains 60218 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 10 contains 8821 members 
Mstep: Class 11 contains 5819 members 
Mstep: Class 12 contains 20353 members 
Mstep: Class 13 contains 3795 members 
Mstep: Class 14 contains 6911 members 
Mstep: Class 15 contains 144882 members 
Mstep: Class 16 contains 5877 members 
Mstep: Class 17 contains 1249 members 
Mstep: Class 18 contains 27306 members 
Mstep: Class 19 contains 2868 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 31180 members 
Mstep: Class 22 contains 11263 members 
Mstep: Class 23 contains 5208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40788960.000000 Penalty: 44681.937500
Iteration 29Q: 22 clusters Score -4.078896e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67678 members 
Mstep: Class 2 contains 36985 members 
Mstep: Class 3 contains 2517 members 
Mstep: Class 4 contains 3547 members 
Mstep: Class 6 contains 31149 members 
Mstep: Class 7 contains 59828 members 
Mstep: Class 8 contains 2233 members 
Mstep: Class 10 contains 9371 members 
Mstep: Class 11 contains 5799 members 
Mstep: Class 12 contains 20489 members 
Mstep: Class 13 contains 3806 members 
Mstep: Class 14 contains 7150 members 
Mstep: Class 15 contains 144861 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 1255 members 
Mstep: Class 18 contains 27337 members 
Mstep: Class 19 contains 2902 members 
Mstep: Class 20 contains 5399 members 
Mstep: Class 21 contains 31226 members 
Mstep: Class 22 contains 11298 members 
Mstep: Class 23 contains 5140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40790644.000000 Penalty: 44681.937500
Iteration 30Q: 22 clusters Score -4.079064e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 67926 members 
Mstep: Class 2 contains 36600 members 
Mstep: Class 3 contains 2531 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 6 contains 30885 members 
Mstep: Class 7 contains 59409 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 10 contains 9820 members 
Mstep: Class 11 contains 5777 members 
Mstep: Class 12 contains 20636 members 
Mstep: Class 13 contains 3816 members 
Mstep: Class 14 contains 7402 members 
Mstep: Class 15 contains 144830 members 
Mstep: Class 16 contains 5812 members 
Mstep: Class 17 contains 1265 members 
Mstep: Class 18 contains 27296 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 5427 members 
Mstep: Class 21 contains 31266 members 
Mstep: Class 22 contains 11318 members 
Mstep: Class 23 contains 5080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40791928.000000 Penalty: 44681.937500
Iteration 31Q: 22 clusters Score -4.079193e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68283 members 
Mstep: Class 2 contains 36213 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 3465 members 
Mstep: Class 6 contains 30645 members 
Mstep: Class 7 contains 58964 members 
Mstep: Class 8 contains 2242 members 
Mstep: Class 10 contains 10179 members 
Mstep: Class 11 contains 5747 members 
Mstep: Class 12 contains 20723 members 
Mstep: Class 13 contains 3826 members 
Mstep: Class 14 contains 7658 members 
Mstep: Class 15 contains 144786 members 
Mstep: Class 16 contains 5794 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 27258 members 
Mstep: Class 19 contains 3124 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 31292 members 
Mstep: Class 22 contains 11348 members 
Mstep: Class 23 contains 5032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40793004.000000 Penalty: 44681.937500
Iteration 32Q: 22 clusters Score -4.0793e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 68732 members 
Mstep: Class 2 contains 35832 members 
Mstep: Class 3 contains 2535 members 
Mstep: Class 4 contains 3479 members 
Mstep: Class 6 contains 30420 members 
Mstep: Class 7 contains 58509 members 
Mstep: Class 8 contains 2240 members 
Mstep: Class 10 contains 10470 members 
Mstep: Class 11 contains 5722 members 
Mstep: Class 12 contains 20774 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 7926 members 
Mstep: Class 15 contains 144739 members 
Mstep: Class 16 contains 5789 members 
Mstep: Class 17 contains 1275 members 
Mstep: Class 18 contains 27198 members 
Mstep: Class 19 contains 3247 members 
Mstep: Class 20 contains 5440 members 
Mstep: Class 21 contains 31288 members 
Mstep: Class 22 contains 11370 members 
Mstep: Class 23 contains 4997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40794212.000000 Penalty: 44681.937500
Iteration 33Q: 22 clusters Score -4.079421e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 35450 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 3524 members 
Mstep: Class 6 contains 30204 members 
Mstep: Class 7 contains 58064 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 10 contains 10673 members 
Mstep: Class 11 contains 5706 members 
Mstep: Class 12 contains 20845 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 8178 members 
Mstep: Class 15 contains 144665 members 
Mstep: Class 16 contains 5795 members 
Mstep: Class 17 contains 1278 members 
Mstep: Class 18 contains 27106 members 
Mstep: Class 19 contains 3374 members 
Mstep: Class 20 contains 5429 members 
Mstep: Class 21 contains 31282 members 
Mstep: Class 22 contains 11388 members 
Mstep: Class 23 contains 4972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40795340.000000 Penalty: 44681.937500
Iteration 34Q: 22 clusters Score -4.079534e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 69657 members 
Mstep: Class 2 contains 35114 members 
Mstep: Class 3 contains 2558 members 
Mstep: Class 4 contains 3585 members 
Mstep: Class 6 contains 30028 members 
Mstep: Class 7 contains 57649 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 10 contains 10857 members 
Mstep: Class 11 contains 5695 members 
Mstep: Class 12 contains 20906 members 
Mstep: Class 13 contains 3851 members 
Mstep: Class 14 contains 8410 members 
Mstep: Class 15 contains 144574 members 
Mstep: Class 16 contains 5802 members 
Mstep: Class 17 contains 1277 members 
Mstep: Class 18 contains 27003 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 5429 members 
Mstep: Class 21 contains 31271 members 
Mstep: Class 22 contains 11408 members 
Mstep: Class 23 contains 4946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40796508.000000 Penalty: 44681.937500
Iteration 35Q: 22 clusters Score -4.079651e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 34783 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 6 contains 29882 members 
Mstep: Class 7 contains 57214 members 
Mstep: Class 8 contains 2294 members 
Mstep: Class 10 contains 11005 members 
Mstep: Class 11 contains 5683 members 
Mstep: Class 12 contains 20902 members 
Mstep: Class 13 contains 3859 members 
Mstep: Class 14 contains 8640 members 
Mstep: Class 15 contains 144490 members 
Mstep: Class 16 contains 5834 members 
Mstep: Class 17 contains 1274 members 
Mstep: Class 18 contains 26918 members 
Mstep: Class 19 contains 3774 members 
Mstep: Class 20 contains 5408 members 
Mstep: Class 21 contains 31246 members 
Mstep: Class 22 contains 11410 members 
Mstep: Class 23 contains 4917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40797472.000000 Penalty: 44681.937500
Iteration 36Q: 22 clusters Score -4.079747e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 34459 members 
Mstep: Class 3 contains 2578 members 
Mstep: Class 4 contains 3777 members 
Mstep: Class 6 contains 29747 members 
Mstep: Class 7 contains 56673 members 
Mstep: Class 8 contains 2305 members 
Mstep: Class 10 contains 11131 members 
Mstep: Class 11 contains 5661 members 
Mstep: Class 12 contains 20835 members 
Mstep: Class 13 contains 3867 members 
Mstep: Class 14 contains 8824 members 
Mstep: Class 15 contains 144419 members 
Mstep: Class 16 contains 5851 members 
Mstep: Class 17 contains 1269 members 
Mstep: Class 18 contains 26846 members 
Mstep: Class 19 contains 4217 members 
Mstep: Class 20 contains 5386 members 
Mstep: Class 21 contains 31228 members 
Mstep: Class 22 contains 11413 members 
Mstep: Class 23 contains 4893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40798776.000000 Penalty: 44681.937500
Iteration 37Q: 22 clusters Score -4.079878e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 70740 members 
Mstep: Class 2 contains 34144 members 
Mstep: Class 3 contains 2582 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 6 contains 29623 members 
Mstep: Class 7 contains 56033 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 10 contains 11246 members 
Mstep: Class 11 contains 5638 members 
Mstep: Class 12 contains 20732 members 
Mstep: Class 13 contains 3870 members 
Mstep: Class 14 contains 8949 members 
Mstep: Class 15 contains 144365 members 
Mstep: Class 16 contains 5874 members 
Mstep: Class 17 contains 1267 members 
Mstep: Class 18 contains 26778 members 
Mstep: Class 19 contains 4928 members 
Mstep: Class 20 contains 5349 members 
Mstep: Class 21 contains 31206 members 
Mstep: Class 22 contains 11401 members 
Mstep: Class 23 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40799908.000000 Penalty: 44681.937500
Iteration 38Q: 22 clusters Score -4.079991e+07 nChanged 2549
Entering ConstructFrom: 
Score: -40799908.000000 Penalty: 44681.937500
Entering ConstructFrom: 
Trying to split cluster 1 (70964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70964 members 
Entering Unmasked Estep 
Score: -6151224.500000 Penalty: 1815.113281
	Iteration 0F: 2 clusters Score -6151224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -6103829.500000 Penalty: 3630.226562
	Iteration 0F: 3 clusters Score -6103830 nChanged 33610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 37206 members 
Entering Unmasked Estep 
Score: -6123011.000000 Penalty: 3630.226562
	Iteration 1F: 3 clusters Score -6123011 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32888 members 
Mstep: Class 2 contains 38076 members 
Entering Unmasked Estep 
Score: -6124006.000000 Penalty: 3630.226562
	Iteration 2Q: 3 clusters Score -6124006 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -6125557.500000 Penalty: 3630.226562
	Iteration 3Q: 3 clusters Score -6125558 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -6128195.000000 Penalty: 3630.226562
	Iteration 4F: 3 clusters Score -6128195 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -6131852.500000 Penalty: 3630.226562
	Iteration 5F: 3 clusters Score -6131852 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 45033 members 
Entering Unmasked Estep 
Score: -6135413.000000 Penalty: 3630.226562
	Iteration 6F: 3 clusters Score -6135413 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 47325 members 
Entering Unmasked Estep 
Score: -6138527.000000 Penalty: 3630.226562
	Iteration 7F: 3 clusters Score -6138527 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -6141086.500000 Penalty: 3630.226562
	Iteration 8F: 3 clusters Score -6141086 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 51954 members 
Entering Unmasked Estep 
Score: -6143285.000000 Penalty: 3630.226562
	Iteration 9Q: 3 clusters Score -6143285 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 54260 members 
Entering Unmasked Estep 
Score: -6145399.000000 Penalty: 3630.226562
	Iteration 10Q: 3 clusters Score -6145399 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 56384 members 
Entering Unmasked Estep 
Score: -6147670.000000 Penalty: 3630.226562
	Iteration 11Q: 3 clusters Score -6147670 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 58176 members 
Entering Unmasked Estep 
Score: -6150017.000000 Penalty: 3630.226562
	Iteration 12Q: 3 clusters Score -6150017 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 59408 members 
Entering Unmasked Estep 
Score: -6152005.000000 Penalty: 3630.226562
	Iteration 13Q: 3 clusters Score -6152005 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -6153375.500000 Penalty: 3630.226562
	Iteration 14Q: 3 clusters Score -6153376 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 60633 members 
Entering Unmasked Estep 
Score: -6154094.500000 Penalty: 3630.226562
	Iteration 15Q: 3 clusters Score -6154094 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -6154403.500000 Penalty: 3630.226562
	Iteration 16Q: 3 clusters Score -6154404 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -6154513.500000 Penalty: 3630.226562
	Iteration 17Q: 3 clusters Score -6154514 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 61130 members 
Entering Unmasked Estep 
Score: -6154594.000000 Penalty: 3630.226562
	Iteration 18Q: 3 clusters Score -6154594 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 61196 members 
Entering Unmasked Estep 
Score: -6154619.500000 Penalty: 3630.226562
	Iteration 19Q: 3 clusters Score -6154620 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 61234 members 
Entering Unmasked Estep 
Score: -6154650.000000 Penalty: 3630.226562
	Iteration 20F: 3 clusters Score -6154650 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -6154673.500000 Penalty: 3630.226562
	Iteration 21Q: 3 clusters Score -6154674 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -6154650.000000 Penalty: 3630.226562
	Iteration 22Q: 3 clusters Score -6154650 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -6154657.500000 Penalty: 3630.226562
	Iteration 23Q: 3 clusters Score -6154658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -6154657.500000 Penalty: 3630.226562
	Iteration 24Q: 3 clusters Score -6154658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 61194 members 
Entering Unmasked Estep 
Score: -6154663.000000 Penalty: 3630.226562
	Iteration 25Q: 3 clusters Score -6154663 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -6154676.000000 Penalty: 3630.226562
	Iteration 26Q: 3 clusters Score -6154676 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -6154711.000000 Penalty: 3630.226562
	Iteration 27Q: 3 clusters Score -6154711 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 61092 members 
Entering Unmasked Estep 
Score: -6154729.500000 Penalty: 3630.226562
	Iteration 28Q: 3 clusters Score -6154730 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 61041 members 
Entering Unmasked Estep 
Score: -6154711.000000 Penalty: 3630.226562
	Iteration 29Q: 3 clusters Score -6154711 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 60985 members 
Entering Unmasked Estep 
Score: -6154748.500000 Penalty: 3630.226562
	Iteration 30Q: 3 clusters Score -6154748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 60939 members 
Entering Unmasked Estep 
Score: -6154755.000000 Penalty: 3630.226562
	Iteration 31Q: 3 clusters Score -6154755 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 60902 members 
Entering Unmasked Estep 
Score: -6154755.500000 Penalty: 3630.226562
	Iteration 32Q: 3 clusters Score -6154756 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -6154764.000000 Penalty: 3630.226562
	Iteration 33Q: 3 clusters Score -6154764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 60832 members 
Entering Unmasked Estep 
Score: -6154764.500000 Penalty: 3630.226562
	Iteration 34Q: 3 clusters Score -6154764 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 60787 members 
Entering Unmasked Estep 
Score: -6154771.500000 Penalty: 3630.226562
	Iteration 35Q: 3 clusters Score -6154772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -6154780.500000 Penalty: 3630.226562
	Iteration 36Q: 3 clusters Score -6154780 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -6154795.000000 Penalty: 3630.226562
	Iteration 37Q: 3 clusters Score -6154795 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 60611 members 
Entering Unmasked Estep 
Score: -6154809.000000 Penalty: 3630.226562
	Iteration 38Q: 3 clusters Score -6154809 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 60529 members 
Entering Unmasked Estep 
Score: -6154832.500000 Penalty: 3630.226562
	Iteration 39Q: 3 clusters Score -6154832 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 60463 members 
Entering Unmasked Estep 
Score: -6154848.500000 Penalty: 3630.226562
	Iteration 40F: 3 clusters Score -6154848 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 60382 members 
Entering Unmasked Estep 
Score: -6154866.000000 Penalty: 3630.226562
	Iteration 41Q: 3 clusters Score -6154866 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -6154875.500000 Penalty: 3630.226562
	Iteration 42Q: 3 clusters Score -6154876 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 60216 members 
Entering Unmasked Estep 
Score: -6154886.500000 Penalty: 3630.226562
	Iteration 43Q: 3 clusters Score -6154886 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 60125 members 
Entering Unmasked Estep 
Score: -6154908.500000 Penalty: 3630.226562
	Iteration 44Q: 3 clusters Score -6154908 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 60030 members 
Entering Unmasked Estep 
Score: -6154929.000000 Penalty: 3630.226562
	Iteration 45Q: 3 clusters Score -6154929 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -6154951.500000 Penalty: 3630.226562
	Iteration 46Q: 3 clusters Score -6154952 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 59830 members 
Entering Unmasked Estep 
Score: -6154978.500000 Penalty: 3630.226562
	Iteration 47Q: 3 clusters Score -6154978 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 59710 members 
Entering Unmasked Estep 
Score: -6155013.500000 Penalty: 3630.226562
	Iteration 48Q: 3 clusters Score -6155014 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 59593 members 
Entering Unmasked Estep 
Score: -6155047.000000 Penalty: 3630.226562
	Iteration 49Q: 3 clusters Score -6155047 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -6155073.500000 Penalty: 3630.226562
	Iteration 50Q: 3 clusters Score -6155074 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 59335 members 
Entering Unmasked Estep 
Score: -6155104.500000 Penalty: 3630.226562
	Iteration 51Q: 3 clusters Score -6155104 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -6155108.000000 Penalty: 3630.226562
	Iteration 52Q: 3 clusters Score -6155108 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 59126 members 
Entering Unmasked Estep 
Score: -6155133.500000 Penalty: 3630.226562
	Iteration 53Q: 3 clusters Score -6155134 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 59031 members 
Entering Unmasked Estep 
Score: -6155141.500000 Penalty: 3630.226562
	Iteration 54Q: 3 clusters Score -6155142 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -6155162.000000 Penalty: 3630.226562
	Iteration 55Q: 3 clusters Score -6155162 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -6155188.500000 Penalty: 3630.226562
	Iteration 56Q: 3 clusters Score -6155188 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 58769 members 
Entering Unmasked Estep 
Score: -6155207.000000 Penalty: 3630.226562
	Iteration 57Q: 3 clusters Score -6155207 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 58677 members 
Entering Unmasked Estep 
Score: -6155237.000000 Penalty: 3630.226562
	Iteration 58Q: 3 clusters Score -6155237 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 58596 members 
Entering Unmasked Estep 
Score: -6155199.500000 Penalty: 3630.226562
	Iteration 59Q: 3 clusters Score -6155200 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 58530 members 
Entering Unmasked Estep 
Score: -6155207.000000 Penalty: 3630.226562
	Iteration 60F: 3 clusters Score -6155207 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12501 members 
Mstep: Class 2 contains 58463 members 
Entering Unmasked Estep 
Score: -6155213.500000 Penalty: 3630.226562
	Iteration 61Q: 3 clusters Score -6155214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 58403 members 
Entering Unmasked Estep 
Score: -6155218.500000 Penalty: 3630.226562
	Iteration 62Q: 3 clusters Score -6155218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 58341 members 
Entering Unmasked Estep 
Score: -6155223.000000 Penalty: 3630.226562
	Iteration 63Q: 3 clusters Score -6155223 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 58295 members 
Entering Unmasked Estep 
Score: -6155227.500000 Penalty: 3630.226562
	Iteration 64Q: 3 clusters Score -6155228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 58266 members 
Entering Unmasked Estep 
Score: -6155225.500000 Penalty: 3630.226562
	Iteration 65Q: 3 clusters Score -6155226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 58233 members 
Entering Unmasked Estep 
Score: -6155238.000000 Penalty: 3630.226562
	Iteration 66Q: 3 clusters Score -6155238 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 58204 members 
Entering Unmasked Estep 
Score: -6155243.500000 Penalty: 3630.226562
	Iteration 67Q: 3 clusters Score -6155244 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 58186 members 
Entering Unmasked Estep 
Score: -6155237.500000 Penalty: 3630.226562
	Iteration 68Q: 3 clusters Score -6155238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 58163 members 
Entering Unmasked Estep 
Score: -6155225.000000 Penalty: 3630.226562
	Iteration 69Q: 3 clusters Score -6155225 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 58144 members 
Entering Unmasked Estep 
Score: -6155236.500000 Penalty: 3630.226562
	Iteration 70Q: 3 clusters Score -6155236 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 58130 members 
Entering Unmasked Estep 
Score: -6155229.500000 Penalty: 3630.226562
	Iteration 71Q: 3 clusters Score -6155230 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -6155215.000000 Penalty: 3630.226562
	Iteration 72Q: 3 clusters Score -6155215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 58112 members 
Entering Unmasked Estep 
Score: -6155229.500000 Penalty: 3630.226562
	Iteration 73Q: 3 clusters Score -6155230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 58109 members 
Entering Unmasked Estep 
Score: -6155233.000000 Penalty: 3630.226562
	Iteration 74Q: 3 clusters Score -6155233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 58108 members 
Entering Unmasked Estep 
Score: -6155231.500000 Penalty: 3630.226562
	Iteration 75Q: 3 clusters Score -6155232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 58104 members 
Entering Unmasked Estep 
Score: -6155237.000000 Penalty: 3630.226562
	Iteration 76Q: 3 clusters Score -6155237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -6155241.000000 Penalty: 3630.226562
	Iteration 77Q: 3 clusters Score -6155241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 58101 members 
Entering Unmasked Estep 
Score: -6155241.000000 Penalty: 3630.226562
	Iteration 78F: 3 clusters Score -6155241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 2577 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 29510 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Entering Unmasked Estep 
Score: -40804028.000000 Penalty: 46809.648438
Splitting cluster 1 changes total score from -40799908.000000 to -40804028.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 2 (33920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33920 members 
Entering Unmasked Estep 
Score: -3010717.250000 Penalty: 1695.161011
	Iteration 0F: 2 clusters Score -3010717 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2987951.500000 Penalty: 3390.322021
	Iteration 0F: 3 clusters Score -2987952 nChanged 15708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2996624.500000 Penalty: 3390.322021
	Iteration 1F: 3 clusters Score -2996624 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2997108.750000 Penalty: 3390.322021
	Iteration 2Q: 3 clusters Score -2997109 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2997761.750000 Penalty: 3390.322021
	Iteration 3Q: 3 clusters Score -2997762 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2998656.750000 Penalty: 3390.322021
	Iteration 4F: 3 clusters Score -2998657 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2999856.000000 Penalty: 3390.322021
	Iteration 5F: 3 clusters Score -2999856 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3001296.250000 Penalty: 3390.322021
	Iteration 6F: 3 clusters Score -3001296 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -3002947.000000 Penalty: 3390.322021
	Iteration 7F: 3 clusters Score -3002947 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3004546.500000 Penalty: 3390.322021
	Iteration 8F: 3 clusters Score -3004546 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3005765.750000 Penalty: 3390.322021
	Iteration 9Q: 3 clusters Score -3005766 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -3006663.750000 Penalty: 3390.322021
	Iteration 10Q: 3 clusters Score -3006664 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -3007235.250000 Penalty: 3390.322021
	Iteration 11Q: 3 clusters Score -3007235 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -3007643.500000 Penalty: 3390.322021
	Iteration 12Q: 3 clusters Score -3007644 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -3007904.250000 Penalty: 3390.322021
	Iteration 13Q: 3 clusters Score -3007904 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -3008139.750000 Penalty: 3390.322021
	Iteration 14Q: 3 clusters Score -3008140 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3008335.000000 Penalty: 3390.322021
	Iteration 15Q: 3 clusters Score -3008335 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -3008514.750000 Penalty: 3390.322021
	Iteration 16Q: 3 clusters Score -3008515 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3008658.750000 Penalty: 3390.322021
	Iteration 17Q: 3 clusters Score -3008659 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -3008780.000000 Penalty: 3390.322021
	Iteration 18Q: 3 clusters Score -3008780 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 32182 members 
Entering Unmasked Estep 
Score: -3008871.500000 Penalty: 3390.322021
	Iteration 19Q: 3 clusters Score -3008872 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -3008966.250000 Penalty: 3390.322021
	Iteration 20F: 3 clusters Score -3008966 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -3009075.250000 Penalty: 3390.322021
	Iteration 21Q: 3 clusters Score -3009075 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -3009179.750000 Penalty: 3390.322021
	Iteration 22Q: 3 clusters Score -3009180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32733 members 
Entering Unmasked Estep 
Score: -3009298.250000 Penalty: 3390.322021
	Iteration 23Q: 3 clusters Score -3009298 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32814 members 
Entering Unmasked Estep 
Score: -3009356.250000 Penalty: 3390.322021
	Iteration 24Q: 3 clusters Score -3009356 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -3009404.000000 Penalty: 3390.322021
	Iteration 25Q: 3 clusters Score -3009404 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -3009449.500000 Penalty: 3390.322021
	Iteration 26Q: 3 clusters Score -3009450 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -3009471.500000 Penalty: 3390.322021
	Iteration 27Q: 3 clusters Score -3009472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -3009507.000000 Penalty: 3390.322021
	Iteration 28Q: 3 clusters Score -3009507 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 33006 members 
Entering Unmasked Estep 
Score: -3009522.000000 Penalty: 3390.322021
	Iteration 29Q: 3 clusters Score -3009522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -3009537.250000 Penalty: 3390.322021
	Iteration 30Q: 3 clusters Score -3009537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -3009547.750000 Penalty: 3390.322021
	Iteration 31Q: 3 clusters Score -3009548 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3009559.750000 Penalty: 3390.322021
	Iteration 32Q: 3 clusters Score -3009560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -3009580.000000 Penalty: 3390.322021
	Iteration 33Q: 3 clusters Score -3009580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -3009584.750000 Penalty: 3390.322021
	Iteration 34Q: 3 clusters Score -3009585 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -3009594.000000 Penalty: 3390.322021
	Iteration 35Q: 3 clusters Score -3009594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -3009595.000000 Penalty: 3390.322021
	Iteration 36Q: 3 clusters Score -3009595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -3009605.750000 Penalty: 3390.322021
	Iteration 37Q: 3 clusters Score -3009606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3009606.500000 Penalty: 3390.322021
	Iteration 38Q: 3 clusters Score -3009606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3009606.750000 Penalty: 3390.322021
	Iteration 39Q: 3 clusters Score -3009607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3009609.250000 Penalty: 3390.322021
	Iteration 40F: 3 clusters Score -3009609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3009612.500000 Penalty: 3390.322021
	Iteration 41Q: 3 clusters Score -3009612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3009613.250000 Penalty: 3390.322021
	Iteration 42Q: 3 clusters Score -3009613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -3009616.250000 Penalty: 3390.322021
	Iteration 43Q: 3 clusters Score -3009616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3009615.250000 Penalty: 3390.322021
	Iteration 44Q: 3 clusters Score -3009615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3009617.000000 Penalty: 3390.322021
	Iteration 45Q: 3 clusters Score -3009617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 33091 members 
Entering Unmasked Estep 
Score: -3009620.750000 Penalty: 3390.322021
	Iteration 46Q: 3 clusters Score -3009621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3009620.000000 Penalty: 3390.322021
	Iteration 47Q: 3 clusters Score -3009620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -3009619.500000 Penalty: 3390.322021
	Iteration 48Q: 3 clusters Score -3009620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -3009623.000000 Penalty: 3390.322021
	Iteration 49Q: 3 clusters Score -3009623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33090 members 
Entering Unmasked Estep 
Score: -3009622.000000 Penalty: 3390.322021
	Iteration 50Q: 3 clusters Score -3009622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3009622.250000 Penalty: 3390.322021
	Iteration 51Q: 3 clusters Score -3009622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3009621.750000 Penalty: 3390.322021
	Iteration 52Q: 3 clusters Score -3009622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -3009621.750000 Penalty: 3390.322021
	Iteration 53F: 3 clusters Score -3009622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Entering Unmasked Estep 
Score: -172626.187500 Penalty: 1276.336914
	Iteration 0F: 2 clusters Score -172626.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -170444.406250 Penalty: 2552.673828
	Iteration 0F: 3 clusters Score -170444.4 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -171927.500000 Penalty: 2552.673828
	Iteration 1F: 3 clusters Score -171927.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -173108.171875 Penalty: 2552.673828
	Iteration 2F: 3 clusters Score -173108.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -173879.265625 Penalty: 2552.673828
	Iteration 3F: 3 clusters Score -173879.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -174185.656250 Penalty: 2552.673828
	Iteration 4F: 3 clusters Score -174185.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -174348.468750 Penalty: 2552.673828
	Iteration 5Q: 3 clusters Score -174348.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -174466.359375 Penalty: 2552.673828
	Iteration 6Q: 3 clusters Score -174466.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -174539.140625 Penalty: 2552.673828
	Iteration 7Q: 3 clusters Score -174539.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -174619.281250 Penalty: 2552.673828
	Iteration 8Q: 3 clusters Score -174619.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -174725.765625 Penalty: 2552.673828
	Iteration 9Q: 3 clusters Score -174725.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -174804.968750 Penalty: 2552.673828
	Iteration 10Q: 3 clusters Score -174805 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -174851.203125 Penalty: 2552.673828
	Iteration 11Q: 3 clusters Score -174851.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -174868.062500 Penalty: 2552.673828
	Iteration 12Q: 3 clusters Score -174868.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -174889.156250 Penalty: 2552.673828
	Iteration 13Q: 3 clusters Score -174889.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -174909.781250 Penalty: 2552.673828
	Iteration 14Q: 3 clusters Score -174909.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -174923.796875 Penalty: 2552.673828
	Iteration 15Q: 3 clusters Score -174923.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -174945.484375 Penalty: 2552.673828
	Iteration 16Q: 3 clusters Score -174945.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -174950.375000 Penalty: 2552.673828
	Iteration 17Q: 3 clusters Score -174950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -174954.656250 Penalty: 2552.673828
	Iteration 18Q: 3 clusters Score -174954.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -174958.828125 Penalty: 2552.673828
	Iteration 19Q: 3 clusters Score -174958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -174959.812500 Penalty: 2552.673828
	Iteration 20F: 3 clusters Score -174959.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -174965.640625 Penalty: 2552.673828
	Iteration 21Q: 3 clusters Score -174965.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -174968.203125 Penalty: 2552.673828
	Iteration 22Q: 3 clusters Score -174968.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -174973.875000 Penalty: 2552.673828
	Iteration 23Q: 3 clusters Score -174973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -174979.937500 Penalty: 2552.673828
	Iteration 24Q: 3 clusters Score -174979.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -174983.656250 Penalty: 2552.673828
	Iteration 25Q: 3 clusters Score -174983.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -174985.625000 Penalty: 2552.673828
	Iteration 26Q: 3 clusters Score -174985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -174985.625000 Penalty: 2552.673828
	Iteration 27F: 3 clusters Score -174985.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 29510 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Entering Unmasked Estep 
Score: -40805544.000000 Penalty: 48937.359375
Splitting cluster 3 changes total score from -40799908.000000 to -40805544.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (3982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Entering Unmasked Estep 
Score: -338688.281250 Penalty: 1347.050171
	Iteration 0F: 2 clusters Score -338688.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -335330.000000 Penalty: 2694.100342
	Iteration 0F: 3 clusters Score -335330 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -336283.781250 Penalty: 2694.100342
	Iteration 1F: 3 clusters Score -336283.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -336699.250000 Penalty: 2694.100342
	Iteration 2F: 3 clusters Score -336699.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -337121.937500 Penalty: 2694.100342
	Iteration 3F: 3 clusters Score -337121.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -337506.906250 Penalty: 2694.100342
	Iteration 4F: 3 clusters Score -337506.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -337751.125000 Penalty: 2694.100342
	Iteration 5F: 3 clusters Score -337751.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -337881.687500 Penalty: 2694.100342
	Iteration 6Q: 3 clusters Score -337881.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -337966.187500 Penalty: 2694.100342
	Iteration 7Q: 3 clusters Score -337966.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -338005.218750 Penalty: 2694.100342
	Iteration 8Q: 3 clusters Score -338005.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -338026.968750 Penalty: 2694.100342
	Iteration 9Q: 3 clusters Score -338027 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -338041.093750 Penalty: 2694.100342
	Iteration 10Q: 3 clusters Score -338041.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338048.281250 Penalty: 2694.100342
	Iteration 11Q: 3 clusters Score -338048.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338049.875000 Penalty: 2694.100342
	Iteration 12Q: 3 clusters Score -338049.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -338051.250000 Penalty: 2694.100342
	Iteration 13Q: 3 clusters Score -338051.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -338052.000000 Penalty: 2694.100342
	Iteration 14Q: 3 clusters Score -338052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338052.093750 Penalty: 2694.100342
	Iteration 15Q: 3 clusters Score -338052.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -338052.093750 Penalty: 2694.100342
	Iteration 16F: 3 clusters Score -338052.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (29510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Entering Unmasked Estep 
Score: -2504536.250000 Penalty: 1672.528687
	Iteration 0F: 2 clusters Score -2504536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2484732.000000 Penalty: 3345.057373
	Iteration 0F: 3 clusters Score -2484732 nChanged 13577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14552 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -2494150.000000 Penalty: 3345.057373
	Iteration 1F: 3 clusters Score -2494150 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2496594.000000 Penalty: 3345.057373
	Iteration 2F: 3 clusters Score -2496594 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2500369.500000 Penalty: 3345.057373
	Iteration 3F: 3 clusters Score -2500370 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2504322.500000 Penalty: 3345.057373
	Iteration 4F: 3 clusters Score -2504322 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2507256.250000 Penalty: 3345.057373
	Iteration 5F: 3 clusters Score -2507256 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -2508840.750000 Penalty: 3345.057373
	Iteration 6F: 3 clusters Score -2508841 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2509768.000000 Penalty: 3345.057373
	Iteration 7Q: 3 clusters Score -2509768 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -2510240.000000 Penalty: 3345.057373
	Iteration 8Q: 3 clusters Score -2510240 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2510422.250000 Penalty: 3345.057373
	Iteration 9Q: 3 clusters Score -2510422 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2510546.500000 Penalty: 3345.057373
	Iteration 10Q: 3 clusters Score -2510546 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2510640.500000 Penalty: 3345.057373
	Iteration 11Q: 3 clusters Score -2510640 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2510709.750000 Penalty: 3345.057373
	Iteration 12Q: 3 clusters Score -2510710 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -2510766.000000 Penalty: 3345.057373
	Iteration 13Q: 3 clusters Score -2510766 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -2510813.750000 Penalty: 3345.057373
	Iteration 14Q: 3 clusters Score -2510814 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -2510849.250000 Penalty: 3345.057373
	Iteration 15Q: 3 clusters Score -2510849 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -2510874.000000 Penalty: 3345.057373
	Iteration 16Q: 3 clusters Score -2510874 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -2510884.250000 Penalty: 3345.057373
	Iteration 17Q: 3 clusters Score -2510884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -2510908.250000 Penalty: 3345.057373
	Iteration 18Q: 3 clusters Score -2510908 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -2510922.500000 Penalty: 3345.057373
	Iteration 19Q: 3 clusters Score -2510922 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2510932.500000 Penalty: 3345.057373
	Iteration 20F: 3 clusters Score -2510932 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -2510941.750000 Penalty: 3345.057373
	Iteration 21Q: 3 clusters Score -2510942 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -2510950.500000 Penalty: 3345.057373
	Iteration 22Q: 3 clusters Score -2510950 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -2510964.500000 Penalty: 3345.057373
	Iteration 23Q: 3 clusters Score -2510964 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -2510966.500000 Penalty: 3345.057373
	Iteration 24Q: 3 clusters Score -2510966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 24600 members 
Entering Unmasked Estep 
Score: -2510973.250000 Penalty: 3345.057373
	Iteration 25Q: 3 clusters Score -2510973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -2510972.000000 Penalty: 3345.057373
	Iteration 26Q: 3 clusters Score -2510972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -2510979.250000 Penalty: 3345.057373
	Iteration 27Q: 3 clusters Score -2510979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -2510983.750000 Penalty: 3345.057373
	Iteration 28Q: 3 clusters Score -2510984 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 24675 members 
Entering Unmasked Estep 
Score: -2510981.750000 Penalty: 3345.057373
	Iteration 29Q: 3 clusters Score -2510982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -2510979.750000 Penalty: 3345.057373
	Iteration 30Q: 3 clusters Score -2510980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -2510982.500000 Penalty: 3345.057373
	Iteration 31Q: 3 clusters Score -2510982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -2510982.250000 Penalty: 3345.057373
	Iteration 32Q: 3 clusters Score -2510982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2510981.000000 Penalty: 3345.057373
	Iteration 33Q: 3 clusters Score -2510981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -2510981.750000 Penalty: 3345.057373
	Iteration 34Q: 3 clusters Score -2510982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -2510982.000000 Penalty: 3345.057373
	Iteration 35Q: 3 clusters Score -2510982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -2510981.250000 Penalty: 3345.057373
	Iteration 36Q: 3 clusters Score -2510981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -2510985.750000 Penalty: 3345.057373
	Iteration 37Q: 3 clusters Score -2510986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -2510985.250000 Penalty: 3345.057373
	Iteration 38Q: 3 clusters Score -2510985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -2510983.250000 Penalty: 3345.057373
	Iteration 39Q: 3 clusters Score -2510983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -2510984.000000 Penalty: 3345.057373
	Iteration 40F: 3 clusters Score -2510984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -2510985.000000 Penalty: 3345.057373
	Iteration 41Q: 3 clusters Score -2510985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -2510981.750000 Penalty: 3345.057373
	Iteration 42Q: 3 clusters Score -2510982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -2510984.000000 Penalty: 3345.057373
	Iteration 43Q: 3 clusters Score -2510984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -2510983.000000 Penalty: 3345.057373
	Iteration 44Q: 3 clusters Score -2510983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2510982.500000 Penalty: 3345.057373
	Iteration 45Q: 3 clusters Score -2510982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -2510982.500000 Penalty: 3345.057373
	Iteration 46F: 3 clusters Score -2510982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 2329 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Entering Unmasked Estep 
Score: -40811592.000000 Penalty: 51065.070312
Splitting cluster 6 changes total score from -40799908.000000 to -40811592.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 7 (55333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55333 members 
Entering Unmasked Estep 
Score: -4868425.500000 Penalty: 1774.682739
	Iteration 0F: 2 clusters Score -4868426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -4831469.000000 Penalty: 3549.365479
	Iteration 0F: 3 clusters Score -4831469 nChanged 26065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4847000.000000 Penalty: 3549.365479
	Iteration 1F: 3 clusters Score -4847000 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -4848084.500000 Penalty: 3549.365479
	Iteration 2Q: 3 clusters Score -4848084 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 31795 members 
Entering Unmasked Estep 
Score: -4849479.500000 Penalty: 3549.365479
	Iteration 3F: 3 clusters Score -4849480 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -4851321.500000 Penalty: 3549.365479
	Iteration 4F: 3 clusters Score -4851322 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -4853647.000000 Penalty: 3549.365479
	Iteration 5F: 3 clusters Score -4853647 nChanged 3765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -4856209.500000 Penalty: 3549.365479
	Iteration 6F: 3 clusters Score -4856210 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -4858578.000000 Penalty: 3549.365479
	Iteration 7F: 3 clusters Score -4858578 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -4860477.000000 Penalty: 3549.365479
	Iteration 8F: 3 clusters Score -4860477 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 45730 members 
Entering Unmasked Estep 
Score: -4862021.000000 Penalty: 3549.365479
	Iteration 9Q: 3 clusters Score -4862021 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -4863358.000000 Penalty: 3549.365479
	Iteration 10Q: 3 clusters Score -4863358 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 49445 members 
Entering Unmasked Estep 
Score: -4864459.000000 Penalty: 3549.365479
	Iteration 11Q: 3 clusters Score -4864459 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 50757 members 
Entering Unmasked Estep 
Score: -4865237.500000 Penalty: 3549.365479
	Iteration 12Q: 3 clusters Score -4865238 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 51713 members 
Entering Unmasked Estep 
Score: -4865803.000000 Penalty: 3549.365479
	Iteration 13Q: 3 clusters Score -4865803 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -4866196.500000 Penalty: 3549.365479
	Iteration 14Q: 3 clusters Score -4866196 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -4866428.500000 Penalty: 3549.365479
	Iteration 15Q: 3 clusters Score -4866428 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -4866599.000000 Penalty: 3549.365479
	Iteration 16Q: 3 clusters Score -4866599 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 53450 members 
Entering Unmasked Estep 
Score: -4866736.000000 Penalty: 3549.365479
	Iteration 17Q: 3 clusters Score -4866736 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -4866862.000000 Penalty: 3549.365479
	Iteration 18Q: 3 clusters Score -4866862 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 53802 members 
Entering Unmasked Estep 
Score: -4866942.500000 Penalty: 3549.365479
	Iteration 19Q: 3 clusters Score -4866942 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 53928 members 
Entering Unmasked Estep 
Score: -4867006.500000 Penalty: 3549.365479
	Iteration 20F: 3 clusters Score -4867006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -4867029.000000 Penalty: 3549.365479
	Iteration 21Q: 3 clusters Score -4867029 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -4867044.000000 Penalty: 3549.365479
	Iteration 22Q: 3 clusters Score -4867044 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 54122 members 
Entering Unmasked Estep 
Score: -4867065.500000 Penalty: 3549.365479
	Iteration 23Q: 3 clusters Score -4867066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 54164 members 
Entering Unmasked Estep 
Score: -4867093.500000 Penalty: 3549.365479
	Iteration 24Q: 3 clusters Score -4867094 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -4867105.000000 Penalty: 3549.365479
	Iteration 25Q: 3 clusters Score -4867105 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -4867106.000000 Penalty: 3549.365479
	Iteration 26Q: 3 clusters Score -4867106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 54232 members 
Entering Unmasked Estep 
Score: -4867117.500000 Penalty: 3549.365479
	Iteration 27Q: 3 clusters Score -4867118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 54243 members 
Entering Unmasked Estep 
Score: -4867116.500000 Penalty: 3549.365479
	Iteration 28Q: 3 clusters Score -4867116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 54253 members 
Entering Unmasked Estep 
Score: -4867132.500000 Penalty: 3549.365479
	Iteration 29Q: 3 clusters Score -4867132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 54264 members 
Entering Unmasked Estep 
Score: -4867143.500000 Penalty: 3549.365479
	Iteration 30Q: 3 clusters Score -4867144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54277 members 
Entering Unmasked Estep 
Score: -4867145.000000 Penalty: 3549.365479
	Iteration 31Q: 3 clusters Score -4867145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -4867143.500000 Penalty: 3549.365479
	Iteration 32Q: 3 clusters Score -4867144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 54300 members 
Entering Unmasked Estep 
Score: -4867144.000000 Penalty: 3549.365479
	Iteration 33Q: 3 clusters Score -4867144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 54309 members 
Entering Unmasked Estep 
Score: -4867146.000000 Penalty: 3549.365479
	Iteration 34Q: 3 clusters Score -4867146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54314 members 
Entering Unmasked Estep 
Score: -4867148.000000 Penalty: 3549.365479
	Iteration 35Q: 3 clusters Score -4867148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -4867151.000000 Penalty: 3549.365479
	Iteration 36Q: 3 clusters Score -4867151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -4867159.000000 Penalty: 3549.365479
	Iteration 37Q: 3 clusters Score -4867159 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -4867155.000000 Penalty: 3549.365479
	Iteration 38Q: 3 clusters Score -4867155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 54334 members 
Entering Unmasked Estep 
Score: -4867167.000000 Penalty: 3549.365479
	Iteration 39Q: 3 clusters Score -4867167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 54342 members 
Entering Unmasked Estep 
Score: -4867163.500000 Penalty: 3549.365479
	Iteration 40F: 3 clusters Score -4867164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -4867168.500000 Penalty: 3549.365479
	Iteration 41Q: 3 clusters Score -4867168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -4867168.000000 Penalty: 3549.365479
	Iteration 42Q: 3 clusters Score -4867168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 54355 members 
Entering Unmasked Estep 
Score: -4867163.500000 Penalty: 3549.365479
	Iteration 43Q: 3 clusters Score -4867164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -4867164.500000 Penalty: 3549.365479
	Iteration 44Q: 3 clusters Score -4867164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -4867166.000000 Penalty: 3549.365479
	Iteration 45Q: 3 clusters Score -4867166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -4867165.000000 Penalty: 3549.365479
	Iteration 46Q: 3 clusters Score -4867165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -4867167.000000 Penalty: 3549.365479
	Iteration 47Q: 3 clusters Score -4867167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -4867167.500000 Penalty: 3549.365479
	Iteration 48Q: 3 clusters Score -4867168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -4867171.000000 Penalty: 3549.365479
	Iteration 49Q: 3 clusters Score -4867171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 54362 members 
Entering Unmasked Estep 
Score: -4867171.000000 Penalty: 3549.365479
	Iteration 50F: 3 clusters Score -4867171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Entering Unmasked Estep 
Score: -188947.218750 Penalty: 1259.894043
	Iteration 0F: 2 clusters Score -188947.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -186651.828125 Penalty: 2519.788086
	Iteration 0F: 3 clusters Score -186651.8 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -187217.828125 Penalty: 2519.788086
	Iteration 1F: 3 clusters Score -187217.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -187380.093750 Penalty: 2519.788086
	Iteration 2F: 3 clusters Score -187380.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -187533.859375 Penalty: 2519.788086
	Iteration 3F: 3 clusters Score -187533.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -187656.765625 Penalty: 2519.788086
	Iteration 4F: 3 clusters Score -187656.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -187780.687500 Penalty: 2519.788086
	Iteration 5Q: 3 clusters Score -187780.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -187929.953125 Penalty: 2519.788086
	Iteration 6Q: 3 clusters Score -187930 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -188080.218750 Penalty: 2519.788086
	Iteration 7Q: 3 clusters Score -188080.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -188240.750000 Penalty: 2519.788086
	Iteration 8F: 3 clusters Score -188240.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -188435.015625 Penalty: 2519.788086
	Iteration 9Q: 3 clusters Score -188435 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -188649.921875 Penalty: 2519.788086
	Iteration 10Q: 3 clusters Score -188649.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -188863.750000 Penalty: 2519.788086
	Iteration 11Q: 3 clusters Score -188863.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -189049.968750 Penalty: 2519.788086
	Iteration 12Q: 3 clusters Score -189050 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -189202.296875 Penalty: 2519.788086
	Iteration 13Q: 3 clusters Score -189202.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -189298.515625 Penalty: 2519.788086
	Iteration 14Q: 3 clusters Score -189298.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -189339.468750 Penalty: 2519.788086
	Iteration 15Q: 3 clusters Score -189339.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -189360.359375 Penalty: 2519.788086
	Iteration 16Q: 3 clusters Score -189360.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -189369.500000 Penalty: 2519.788086
	Iteration 17Q: 3 clusters Score -189369.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -189379.906250 Penalty: 2519.788086
	Iteration 18Q: 3 clusters Score -189379.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -189382.890625 Penalty: 2519.788086
	Iteration 19Q: 3 clusters Score -189382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -189383.578125 Penalty: 2519.788086
	Iteration 20F: 3 clusters Score -189383.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -189383.890625 Penalty: 2519.788086
	Iteration 21Q: 3 clusters Score -189383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -189383.890625 Penalty: 2519.788086
	Iteration 22F: 3 clusters Score -189383.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Entering Unmasked Estep 
Score: -40811120.000000 Penalty: 53192.781250
Splitting cluster 8 changes total score from -40799908.000000 to -40811120.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 10 (11309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Entering Unmasked Estep 
Score: -938848.000000 Penalty: 1516.670044
	Iteration 0F: 2 clusters Score -938848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -930955.187500 Penalty: 3033.340088
	Iteration 0F: 3 clusters Score -930955.2 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -935218.562500 Penalty: 3033.340088
	Iteration 1F: 3 clusters Score -935218.6 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -938132.812500 Penalty: 3033.340088
	Iteration 2F: 3 clusters Score -938132.8 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -941382.437500 Penalty: 3033.340088
	Iteration 3F: 3 clusters Score -941382.4 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -944933.187500 Penalty: 3033.340088
	Iteration 4F: 3 clusters Score -944933.2 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -949575.375000 Penalty: 3033.340088
	Iteration 5F: 3 clusters Score -949575.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -950936.500000 Penalty: 3033.340088
	Iteration 6Q: 3 clusters Score -950936.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -951265.750000 Penalty: 3033.340088
	Iteration 7Q: 3 clusters Score -951265.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -951392.937500 Penalty: 3033.340088
	Iteration 8Q: 3 clusters Score -951392.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -951420.375000 Penalty: 3033.340088
	Iteration 9Q: 3 clusters Score -951420.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -951431.937500 Penalty: 3033.340088
	Iteration 10Q: 3 clusters Score -951431.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -951435.187500 Penalty: 3033.340088
	Iteration 11Q: 3 clusters Score -951435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -951437.000000 Penalty: 3033.340088
	Iteration 12Q: 3 clusters Score -951437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -951438.625000 Penalty: 3033.340088
	Iteration 13Q: 3 clusters Score -951438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -951438.187500 Penalty: 3033.340088
	Iteration 14Q: 3 clusters Score -951438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -951437.312500 Penalty: 3033.340088
	Iteration 15Q: 3 clusters Score -951437.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -951438.875000 Penalty: 3033.340088
	Iteration 16Q: 3 clusters Score -951438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -951438.375000 Penalty: 3033.340088
	Iteration 17Q: 3 clusters Score -951438.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -951438.187500 Penalty: 3033.340088
	Iteration 18Q: 3 clusters Score -951438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -951438.187500 Penalty: 3033.340088
	Iteration 19F: 3 clusters Score -951438.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 5622 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Entering Unmasked Estep 
Score: -40823040.000000 Penalty: 55320.492188
Splitting cluster 10 changes total score from -40799908.000000 to -40823040.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (5622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Entering Unmasked Estep 
Score: -459512.562500 Penalty: 1403.096924
	Iteration 0F: 2 clusters Score -459512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -455151.062500 Penalty: 2806.193848
	Iteration 0F: 3 clusters Score -455151.1 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -457001.937500 Penalty: 2806.193848
	Iteration 1F: 3 clusters Score -457001.9 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -458243.750000 Penalty: 2806.193848
	Iteration 2F: 3 clusters Score -458243.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -459367.875000 Penalty: 2806.193848
	Iteration 3F: 3 clusters Score -459367.9 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -460535.281250 Penalty: 2806.193848
	Iteration 4F: 3 clusters Score -460535.3 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -461616.250000 Penalty: 2806.193848
	Iteration 5F: 3 clusters Score -461616.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -462014.687500 Penalty: 2806.193848
	Iteration 6Q: 3 clusters Score -462014.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -462148.062500 Penalty: 2806.193848
	Iteration 7Q: 3 clusters Score -462148.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -462231.937500 Penalty: 2806.193848
	Iteration 8Q: 3 clusters Score -462231.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -462327.187500 Penalty: 2806.193848
	Iteration 9Q: 3 clusters Score -462327.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -462462.593750 Penalty: 2806.193848
	Iteration 10Q: 3 clusters Score -462462.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -462569.437500 Penalty: 2806.193848
	Iteration 11Q: 3 clusters Score -462569.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -462599.718750 Penalty: 2806.193848
	Iteration 12Q: 3 clusters Score -462599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -462613.281250 Penalty: 2806.193848
	Iteration 13Q: 3 clusters Score -462613.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -462620.218750 Penalty: 2806.193848
	Iteration 14Q: 3 clusters Score -462620.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -462623.093750 Penalty: 2806.193848
	Iteration 15Q: 3 clusters Score -462623.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -462627.687500 Penalty: 2806.193848
	Iteration 16Q: 3 clusters Score -462627.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -462628.843750 Penalty: 2806.193848
	Iteration 17Q: 3 clusters Score -462628.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -462629.843750 Penalty: 2806.193848
	Iteration 18Q: 3 clusters Score -462629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -462629.843750 Penalty: 2806.193848
	Iteration 19F: 3 clusters Score -462629.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 20551 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Entering Unmasked Estep 
Score: -40825412.000000 Penalty: 57448.203125
Splitting cluster 11 changes total score from -40799908.000000 to -40825412.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (20551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Entering Unmasked Estep 
Score: -1776091.750000 Penalty: 1613.733032
	Iteration 0F: 2 clusters Score -1776092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1762291.250000 Penalty: 3227.466064
	Iteration 0F: 3 clusters Score -1762291 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1767306.125000 Penalty: 3227.466064
	Iteration 1F: 3 clusters Score -1767306 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1767895.125000 Penalty: 3227.466064
	Iteration 2F: 3 clusters Score -1767895 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1768858.625000 Penalty: 3227.466064
	Iteration 3F: 3 clusters Score -1768859 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1770929.125000 Penalty: 3227.466064
	Iteration 4F: 3 clusters Score -1770929 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1774600.750000 Penalty: 3227.466064
	Iteration 5F: 3 clusters Score -1774601 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1778540.875000 Penalty: 3227.466064
	Iteration 6F: 3 clusters Score -1778541 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -1780624.000000 Penalty: 3227.466064
	Iteration 7F: 3 clusters Score -1780624 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -1781322.000000 Penalty: 3227.466064
	Iteration 8Q: 3 clusters Score -1781322 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1781487.000000 Penalty: 3227.466064
	Iteration 9Q: 3 clusters Score -1781487 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1781537.250000 Penalty: 3227.466064
	Iteration 10Q: 3 clusters Score -1781537 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1781559.375000 Penalty: 3227.466064
	Iteration 11Q: 3 clusters Score -1781559 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1781562.625000 Penalty: 3227.466064
	Iteration 12Q: 3 clusters Score -1781563 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1781569.500000 Penalty: 3227.466064
	Iteration 13Q: 3 clusters Score -1781570 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1781582.500000 Penalty: 3227.466064
	Iteration 14Q: 3 clusters Score -1781582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1781583.125000 Penalty: 3227.466064
	Iteration 15Q: 3 clusters Score -1781583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1781585.750000 Penalty: 3227.466064
	Iteration 16Q: 3 clusters Score -1781586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1781588.500000 Penalty: 3227.466064
	Iteration 17Q: 3 clusters Score -1781588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1781595.250000 Penalty: 3227.466064
	Iteration 18Q: 3 clusters Score -1781595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1781590.750000 Penalty: 3227.466064
	Iteration 19Q: 3 clusters Score -1781591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1781588.250000 Penalty: 3227.466064
	Iteration 20F: 3 clusters Score -1781588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1781588.875000 Penalty: 3227.466064
	Iteration 21Q: 3 clusters Score -1781589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -1781592.000000 Penalty: 3227.466064
	Iteration 22Q: 3 clusters Score -1781592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1781592.625000 Penalty: 3227.466064
	Iteration 23Q: 3 clusters Score -1781593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1781595.750000 Penalty: 3227.466064
	Iteration 24Q: 3 clusters Score -1781596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1781596.125000 Penalty: 3227.466064
	Iteration 25Q: 3 clusters Score -1781596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1781596.250000 Penalty: 3227.466064
	Iteration 26Q: 3 clusters Score -1781596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1781599.125000 Penalty: 3227.466064
	Iteration 27Q: 3 clusters Score -1781599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1781597.750000 Penalty: 3227.466064
	Iteration 28Q: 3 clusters Score -1781598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1781598.000000 Penalty: 3227.466064
	Iteration 29Q: 3 clusters Score -1781598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -1781600.875000 Penalty: 3227.466064
	Iteration 30Q: 3 clusters Score -1781601 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1781599.000000 Penalty: 3227.466064
	Iteration 31Q: 3 clusters Score -1781599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1781602.625000 Penalty: 3227.466064
	Iteration 32Q: 3 clusters Score -1781603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1781608.125000 Penalty: 3227.466064
	Iteration 33Q: 3 clusters Score -1781608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1781605.750000 Penalty: 3227.466064
	Iteration 34Q: 3 clusters Score -1781606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1781604.000000 Penalty: 3227.466064
	Iteration 35Q: 3 clusters Score -1781604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1781602.375000 Penalty: 3227.466064
	Iteration 36Q: 3 clusters Score -1781602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1781600.875000 Penalty: 3227.466064
	Iteration 37Q: 3 clusters Score -1781601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1781601.500000 Penalty: 3227.466064
	Iteration 38Q: 3 clusters Score -1781602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1781602.500000 Penalty: 3227.466064
	Iteration 39Q: 3 clusters Score -1781602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1781601.625000 Penalty: 3227.466064
	Iteration 40F: 3 clusters Score -1781602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1781605.375000 Penalty: 3227.466064
	Iteration 41Q: 3 clusters Score -1781605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1781607.000000 Penalty: 3227.466064
	Iteration 42Q: 3 clusters Score -1781607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1781609.625000 Penalty: 3227.466064
	Iteration 43Q: 3 clusters Score -1781610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1781605.375000 Penalty: 3227.466064
	Iteration 44Q: 3 clusters Score -1781605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1781606.250000 Penalty: 3227.466064
	Iteration 45Q: 3 clusters Score -1781606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1781600.625000 Penalty: 3227.466064
	Iteration 46Q: 3 clusters Score -1781601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1781605.000000 Penalty: 3227.466064
	Iteration 47Q: 3 clusters Score -1781605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1781609.875000 Penalty: 3227.466064
	Iteration 48Q: 3 clusters Score -1781610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1781611.125000 Penalty: 3227.466064
	Iteration 49Q: 3 clusters Score -1781611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1781610.250000 Penalty: 3227.466064
	Iteration 50Q: 3 clusters Score -1781610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1781611.500000 Penalty: 3227.466064
	Iteration 51Q: 3 clusters Score -1781612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1781612.125000 Penalty: 3227.466064
	Iteration 52Q: 3 clusters Score -1781612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1781611.000000 Penalty: 3227.466064
	Iteration 53Q: 3 clusters Score -1781611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1781611.125000 Penalty: 3227.466064
	Iteration 54Q: 3 clusters Score -1781611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1781612.125000 Penalty: 3227.466064
	Iteration 55Q: 3 clusters Score -1781612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1781610.750000 Penalty: 3227.466064
	Iteration 56Q: 3 clusters Score -1781611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1781612.125000 Penalty: 3227.466064
	Iteration 57Q: 3 clusters Score -1781612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1781612.125000 Penalty: 3227.466064
	Iteration 58F: 3 clusters Score -1781612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 3873 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Entering Unmasked Estep 
Score: -40830360.000000 Penalty: 59575.914062
Splitting cluster 12 changes total score from -40799908.000000 to -40830360.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (3873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Entering Unmasked Estep 
Score: -309597.906250 Penalty: 1342.540039
	Iteration 0F: 2 clusters Score -309597.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -306328.656250 Penalty: 2685.080078
	Iteration 0F: 3 clusters Score -306328.7 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -307449.468750 Penalty: 2685.080078
	Iteration 1F: 3 clusters Score -307449.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -307983.093750 Penalty: 2685.080078
	Iteration 2F: 3 clusters Score -307983.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -308496.625000 Penalty: 2685.080078
	Iteration 3F: 3 clusters Score -308496.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -308958.687500 Penalty: 2685.080078
	Iteration 4F: 3 clusters Score -308958.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -309284.781250 Penalty: 2685.080078
	Iteration 5F: 3 clusters Score -309284.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -309584.875000 Penalty: 2685.080078
	Iteration 6F: 3 clusters Score -309584.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -309854.093750 Penalty: 2685.080078
	Iteration 7Q: 3 clusters Score -309854.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -310047.718750 Penalty: 2685.080078
	Iteration 8Q: 3 clusters Score -310047.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -310202.468750 Penalty: 2685.080078
	Iteration 9Q: 3 clusters Score -310202.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -310334.937500 Penalty: 2685.080078
	Iteration 10Q: 3 clusters Score -310334.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -310447.937500 Penalty: 2685.080078
	Iteration 11Q: 3 clusters Score -310447.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -310531.656250 Penalty: 2685.080078
	Iteration 12Q: 3 clusters Score -310531.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -310628.031250 Penalty: 2685.080078
	Iteration 13Q: 3 clusters Score -310628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -310694.906250 Penalty: 2685.080078
	Iteration 14Q: 3 clusters Score -310694.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -310731.062500 Penalty: 2685.080078
	Iteration 15Q: 3 clusters Score -310731.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -310755.593750 Penalty: 2685.080078
	Iteration 16Q: 3 clusters Score -310755.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -310786.843750 Penalty: 2685.080078
	Iteration 17Q: 3 clusters Score -310786.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -310825.843750 Penalty: 2685.080078
	Iteration 18Q: 3 clusters Score -310825.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -310882.937500 Penalty: 2685.080078
	Iteration 19Q: 3 clusters Score -310882.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -310963.718750 Penalty: 2685.080078
	Iteration 20F: 3 clusters Score -310963.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -311118.968750 Penalty: 2685.080078
	Iteration 21Q: 3 clusters Score -311119 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -311370.312500 Penalty: 2685.080078
	Iteration 22Q: 3 clusters Score -311370.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -311606.468750 Penalty: 2685.080078
	Iteration 23Q: 3 clusters Score -311606.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -311683.906250 Penalty: 2685.080078
	Iteration 24Q: 3 clusters Score -311683.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -311694.375000 Penalty: 2685.080078
	Iteration 25Q: 3 clusters Score -311694.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -311697.750000 Penalty: 2685.080078
	Iteration 26Q: 3 clusters Score -311697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -311699.000000 Penalty: 2685.080078
	Iteration 27Q: 3 clusters Score -311699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -311699.000000 Penalty: 2685.080078
	Iteration 28F: 3 clusters Score -311699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 144325 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Entering Unmasked Estep 
Score: -40831648.000000 Penalty: 61703.628906
Splitting cluster 13 changes total score from -40799908.000000 to -40831648.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (9046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Entering Unmasked Estep 
Score: -725186.000000 Penalty: 1480.387695
	Iteration 0F: 2 clusters Score -725186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -718696.000000 Penalty: 2960.775391
	Iteration 0F: 3 clusters Score -718696 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -720970.125000 Penalty: 2960.775391
	Iteration 1F: 3 clusters Score -720970.1 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -721288.562500 Penalty: 2960.775391
	Iteration 2F: 3 clusters Score -721288.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -721492.000000 Penalty: 2960.775391
	Iteration 3F: 3 clusters Score -721492 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -721686.375000 Penalty: 2960.775391
	Iteration 4Q: 3 clusters Score -721686.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -721892.250000 Penalty: 2960.775391
	Iteration 5Q: 3 clusters Score -721892.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -722078.875000 Penalty: 2960.775391
	Iteration 6Q: 3 clusters Score -722078.9 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -722271.625000 Penalty: 2960.775391
	Iteration 7Q: 3 clusters Score -722271.6 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -722453.250000 Penalty: 2960.775391
	Iteration 8Q: 3 clusters Score -722453.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -722646.125000 Penalty: 2960.775391
	Iteration 9Q: 3 clusters Score -722646.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -722824.875000 Penalty: 2960.775391
	Iteration 10Q: 3 clusters Score -722824.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -723000.875000 Penalty: 2960.775391
	Iteration 11Q: 3 clusters Score -723000.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -723154.250000 Penalty: 2960.775391
	Iteration 12Q: 3 clusters Score -723154.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -723262.937500 Penalty: 2960.775391
	Iteration 13Q: 3 clusters Score -723262.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -723341.875000 Penalty: 2960.775391
	Iteration 14Q: 3 clusters Score -723341.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -723401.312500 Penalty: 2960.775391
	Iteration 15Q: 3 clusters Score -723401.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -723452.937500 Penalty: 2960.775391
	Iteration 16Q: 3 clusters Score -723452.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -723514.500000 Penalty: 2960.775391
	Iteration 17Q: 3 clusters Score -723514.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -723575.000000 Penalty: 2960.775391
	Iteration 18Q: 3 clusters Score -723575 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -723632.937500 Penalty: 2960.775391
	Iteration 19Q: 3 clusters Score -723632.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -723696.062500 Penalty: 2960.775391
	Iteration 20F: 3 clusters Score -723696.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -723763.437500 Penalty: 2960.775391
	Iteration 21Q: 3 clusters Score -723763.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -723840.625000 Penalty: 2960.775391
	Iteration 22Q: 3 clusters Score -723840.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -723924.625000 Penalty: 2960.775391
	Iteration 23Q: 3 clusters Score -723924.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -724006.937500 Penalty: 2960.775391
	Iteration 24Q: 3 clusters Score -724006.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -724093.812500 Penalty: 2960.775391
	Iteration 25Q: 3 clusters Score -724093.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -724186.750000 Penalty: 2960.775391
	Iteration 26Q: 3 clusters Score -724186.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -724268.750000 Penalty: 2960.775391
	Iteration 27Q: 3 clusters Score -724268.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -724348.250000 Penalty: 2960.775391
	Iteration 28Q: 3 clusters Score -724348.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -724429.937500 Penalty: 2960.775391
	Iteration 29Q: 3 clusters Score -724429.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -724507.812500 Penalty: 2960.775391
	Iteration 30Q: 3 clusters Score -724507.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -724577.000000 Penalty: 2960.775391
	Iteration 31Q: 3 clusters Score -724577 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -724621.625000 Penalty: 2960.775391
	Iteration 32Q: 3 clusters Score -724621.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -724646.500000 Penalty: 2960.775391
	Iteration 33Q: 3 clusters Score -724646.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -724669.000000 Penalty: 2960.775391
	Iteration 34Q: 3 clusters Score -724669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -724682.125000 Penalty: 2960.775391
	Iteration 35Q: 3 clusters Score -724682.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -724689.500000 Penalty: 2960.775391
	Iteration 36Q: 3 clusters Score -724689.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -724700.562500 Penalty: 2960.775391
	Iteration 37Q: 3 clusters Score -724700.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -724706.500000 Penalty: 2960.775391
	Iteration 38Q: 3 clusters Score -724706.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -724711.875000 Penalty: 2960.775391
	Iteration 39Q: 3 clusters Score -724711.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -724715.937500 Penalty: 2960.775391
	Iteration 40F: 3 clusters Score -724715.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -724721.250000 Penalty: 2960.775391
	Iteration 41Q: 3 clusters Score -724721.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -724726.375000 Penalty: 2960.775391
	Iteration 42Q: 3 clusters Score -724726.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -724730.062500 Penalty: 2960.775391
	Iteration 43Q: 3 clusters Score -724730.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -724735.437500 Penalty: 2960.775391
	Iteration 44Q: 3 clusters Score -724735.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -724736.625000 Penalty: 2960.775391
	Iteration 45Q: 3 clusters Score -724736.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -724741.062500 Penalty: 2960.775391
	Iteration 46Q: 3 clusters Score -724741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -724741.312500 Penalty: 2960.775391
	Iteration 47Q: 3 clusters Score -724741.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -724745.187500 Penalty: 2960.775391
	Iteration 48Q: 3 clusters Score -724745.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -724744.500000 Penalty: 2960.775391
	Iteration 49Q: 3 clusters Score -724744.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -724745.000000 Penalty: 2960.775391
	Iteration 50Q: 3 clusters Score -724745 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -724747.062500 Penalty: 2960.775391
	Iteration 51Q: 3 clusters Score -724747.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -724747.812500 Penalty: 2960.775391
	Iteration 52Q: 3 clusters Score -724747.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -724747.812500 Penalty: 2960.775391
	Iteration 53F: 3 clusters Score -724747.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (144325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144325 members 
Entering Unmasked Estep 
Score: -12543123.000000 Penalty: 1930.471191
	Iteration 0F: 2 clusters Score -1.254312e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71618 members 
Mstep: Class 2 contains 72707 members 
Entering Unmasked Estep 
Score: -12446149.000000 Penalty: 3860.942383
	Iteration 0F: 3 clusters Score -1.244615e+07 nChanged 69619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62423 members 
Mstep: Class 2 contains 81902 members 
Entering Unmasked Estep 
Score: -12489032.000000 Penalty: 3860.942383
	Iteration 1F: 3 clusters Score -1.248903e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 87840 members 
Entering Unmasked Estep 
Score: -12492324.000000 Penalty: 3860.942383
	Iteration 2Q: 3 clusters Score -1.249232e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47747 members 
Mstep: Class 2 contains 96578 members 
Entering Unmasked Estep 
Score: -12498197.000000 Penalty: 3860.942383
	Iteration 3F: 3 clusters Score -1.24982e+07 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 108004 members 
Entering Unmasked Estep 
Score: -12507646.000000 Penalty: 3860.942383
	Iteration 4F: 3 clusters Score -1.250765e+07 nChanged 12605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 120441 members 
Entering Unmasked Estep 
Score: -12519667.000000 Penalty: 3860.942383
	Iteration 5F: 3 clusters Score -1.251967e+07 nChanged 10398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 130773 members 
Entering Unmasked Estep 
Score: -12529975.000000 Penalty: 3860.942383
	Iteration 6F: 3 clusters Score -1.252998e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -12536116.000000 Penalty: 3860.942383
	Iteration 7Q: 3 clusters Score -1.253612e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 140293 members 
Entering Unmasked Estep 
Score: -12538966.000000 Penalty: 3860.942383
	Iteration 8Q: 3 clusters Score -1.253897e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -12540215.000000 Penalty: 3860.942383
	Iteration 9Q: 3 clusters Score -1.254022e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 142591 members 
Entering Unmasked Estep 
Score: -12540922.000000 Penalty: 3860.942383
	Iteration 10Q: 3 clusters Score -1.254092e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 142929 members 
Entering Unmasked Estep 
Score: -12541390.000000 Penalty: 3860.942383
	Iteration 11Q: 3 clusters Score -1.254139e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 143067 members 
Entering Unmasked Estep 
Score: -12541862.000000 Penalty: 3860.942383
	Iteration 12Q: 3 clusters Score -1.254186e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 143058 members 
Entering Unmasked Estep 
Score: -12542043.000000 Penalty: 3860.942383
	Iteration 13Q: 3 clusters Score -1.254204e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 143021 members 
Entering Unmasked Estep 
Score: -12542104.000000 Penalty: 3860.942383
	Iteration 14Q: 3 clusters Score -1.25421e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 142976 members 
Entering Unmasked Estep 
Score: -12542150.000000 Penalty: 3860.942383
	Iteration 15Q: 3 clusters Score -1.254215e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 142924 members 
Entering Unmasked Estep 
Score: -12542176.000000 Penalty: 3860.942383
	Iteration 16Q: 3 clusters Score -1.254218e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 142854 members 
Entering Unmasked Estep 
Score: -12542243.000000 Penalty: 3860.942383
	Iteration 17Q: 3 clusters Score -1.254224e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 142786 members 
Entering Unmasked Estep 
Score: -12542302.000000 Penalty: 3860.942383
	Iteration 18Q: 3 clusters Score -1.25423e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 142722 members 
Entering Unmasked Estep 
Score: -12542338.000000 Penalty: 3860.942383
	Iteration 19Q: 3 clusters Score -1.254234e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 142656 members 
Entering Unmasked Estep 
Score: -12542343.000000 Penalty: 3860.942383
	Iteration 20F: 3 clusters Score -1.254234e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 142579 members 
Entering Unmasked Estep 
Score: -12542373.000000 Penalty: 3860.942383
	Iteration 21Q: 3 clusters Score -1.254237e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 142480 members 
Entering Unmasked Estep 
Score: -12542421.000000 Penalty: 3860.942383
	Iteration 22Q: 3 clusters Score -1.254242e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 142403 members 
Entering Unmasked Estep 
Score: -12542425.000000 Penalty: 3860.942383
	Iteration 23Q: 3 clusters Score -1.254242e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 142318 members 
Entering Unmasked Estep 
Score: -12542468.000000 Penalty: 3860.942383
	Iteration 24Q: 3 clusters Score -1.254247e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 142233 members 
Entering Unmasked Estep 
Score: -12542494.000000 Penalty: 3860.942383
	Iteration 25Q: 3 clusters Score -1.254249e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 142163 members 
Entering Unmasked Estep 
Score: -12542505.000000 Penalty: 3860.942383
	Iteration 26Q: 3 clusters Score -1.25425e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 142093 members 
Entering Unmasked Estep 
Score: -12542506.000000 Penalty: 3860.942383
	Iteration 27Q: 3 clusters Score -1.254251e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 142013 members 
Entering Unmasked Estep 
Score: -12542540.000000 Penalty: 3860.942383
	Iteration 28Q: 3 clusters Score -1.254254e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 141941 members 
Entering Unmasked Estep 
Score: -12542539.000000 Penalty: 3860.942383
	Iteration 29Q: 3 clusters Score -1.254254e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 141858 members 
Entering Unmasked Estep 
Score: -12542568.000000 Penalty: 3860.942383
	Iteration 30Q: 3 clusters Score -1.254257e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 141771 members 
Entering Unmasked Estep 
Score: -12542581.000000 Penalty: 3860.942383
	Iteration 31Q: 3 clusters Score -1.254258e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 141686 members 
Entering Unmasked Estep 
Score: -12542621.000000 Penalty: 3860.942383
	Iteration 32Q: 3 clusters Score -1.254262e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 141604 members 
Entering Unmasked Estep 
Score: -12542667.000000 Penalty: 3860.942383
	Iteration 33Q: 3 clusters Score -1.254267e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 141518 members 
Entering Unmasked Estep 
Score: -12542717.000000 Penalty: 3860.942383
	Iteration 34Q: 3 clusters Score -1.254272e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 141423 members 
Entering Unmasked Estep 
Score: -12542747.000000 Penalty: 3860.942383
	Iteration 35Q: 3 clusters Score -1.254275e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 141356 members 
Entering Unmasked Estep 
Score: -12542778.000000 Penalty: 3860.942383
	Iteration 36Q: 3 clusters Score -1.254278e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 141270 members 
Entering Unmasked Estep 
Score: -12542798.000000 Penalty: 3860.942383
	Iteration 37Q: 3 clusters Score -1.25428e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 141190 members 
Entering Unmasked Estep 
Score: -12542777.000000 Penalty: 3860.942383
	Iteration 38Q: 3 clusters Score -1.254278e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 141097 members 
Entering Unmasked Estep 
Score: -12542820.000000 Penalty: 3860.942383
	Iteration 39Q: 3 clusters Score -1.254282e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 141011 members 
Entering Unmasked Estep 
Score: -12542819.000000 Penalty: 3860.942383
	Iteration 40F: 3 clusters Score -1.254282e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 140941 members 
Entering Unmasked Estep 
Score: -12542852.000000 Penalty: 3860.942383
	Iteration 41Q: 3 clusters Score -1.254285e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 140864 members 
Entering Unmasked Estep 
Score: -12542875.000000 Penalty: 3860.942383
	Iteration 42Q: 3 clusters Score -1.254288e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 140780 members 
Entering Unmasked Estep 
Score: -12542891.000000 Penalty: 3860.942383
	Iteration 43Q: 3 clusters Score -1.254289e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 140700 members 
Entering Unmasked Estep 
Score: -12542907.000000 Penalty: 3860.942383
	Iteration 44Q: 3 clusters Score -1.254291e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 140623 members 
Entering Unmasked Estep 
Score: -12542945.000000 Penalty: 3860.942383
	Iteration 45Q: 3 clusters Score -1.254294e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 140546 members 
Entering Unmasked Estep 
Score: -12542952.000000 Penalty: 3860.942383
	Iteration 46Q: 3 clusters Score -1.254295e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 140463 members 
Entering Unmasked Estep 
Score: -12542976.000000 Penalty: 3860.942383
	Iteration 47Q: 3 clusters Score -1.254298e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 140394 members 
Entering Unmasked Estep 
Score: -12542954.000000 Penalty: 3860.942383
	Iteration 48Q: 3 clusters Score -1.254295e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 140321 members 
Entering Unmasked Estep 
Score: -12542974.000000 Penalty: 3860.942383
	Iteration 49Q: 3 clusters Score -1.254297e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 140235 members 
Entering Unmasked Estep 
Score: -12543009.000000 Penalty: 3860.942383
	Iteration 50Q: 3 clusters Score -1.254301e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 140147 members 
Entering Unmasked Estep 
Score: -12543046.000000 Penalty: 3860.942383
	Iteration 51Q: 3 clusters Score -1.254305e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 140030 members 
Entering Unmasked Estep 
Score: -12543091.000000 Penalty: 3860.942383
	Iteration 52Q: 3 clusters Score -1.254309e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 139899 members 
Entering Unmasked Estep 
Score: -12543096.000000 Penalty: 3860.942383
	Iteration 53Q: 3 clusters Score -1.25431e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 139737 members 
Entering Unmasked Estep 
Score: -12543119.000000 Penalty: 3860.942383
	Iteration 54Q: 3 clusters Score -1.254312e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 139565 members 
Entering Unmasked Estep 
Score: -12543139.000000 Penalty: 3860.942383
	Iteration 55Q: 3 clusters Score -1.254314e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 139358 members 
Entering Unmasked Estep 
Score: -12543213.000000 Penalty: 3860.942383
	Iteration 56Q: 3 clusters Score -1.254321e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 139152 members 
Entering Unmasked Estep 
Score: -12543244.000000 Penalty: 3860.942383
	Iteration 57Q: 3 clusters Score -1.254324e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 138925 members 
Entering Unmasked Estep 
Score: -12543244.000000 Penalty: 3860.942383
	Iteration 58Q: 3 clusters Score -1.254324e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 138683 members 
Entering Unmasked Estep 
Score: -12543258.000000 Penalty: 3860.942383
	Iteration 59Q: 3 clusters Score -1.254326e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 138433 members 
Entering Unmasked Estep 
Score: -12543295.000000 Penalty: 3860.942383
	Iteration 60F: 3 clusters Score -1.25433e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -12543409.000000 Penalty: 3860.942383
	Iteration 61Q: 3 clusters Score -1.254341e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 137946 members 
Entering Unmasked Estep 
Score: -12543489.000000 Penalty: 3860.942383
	Iteration 62Q: 3 clusters Score -1.254349e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 137713 members 
Entering Unmasked Estep 
Score: -12543566.000000 Penalty: 3860.942383
	Iteration 63Q: 3 clusters Score -1.254357e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 137462 members 
Entering Unmasked Estep 
Score: -12543585.000000 Penalty: 3860.942383
	Iteration 64Q: 3 clusters Score -1.254358e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -12543617.000000 Penalty: 3860.942383
	Iteration 65Q: 3 clusters Score -1.254362e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 136960 members 
Entering Unmasked Estep 
Score: -12543649.000000 Penalty: 3860.942383
	Iteration 66Q: 3 clusters Score -1.254365e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 136681 members 
Entering Unmasked Estep 
Score: -12543725.000000 Penalty: 3860.942383
	Iteration 67Q: 3 clusters Score -1.254372e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 136425 members 
Entering Unmasked Estep 
Score: -12543777.000000 Penalty: 3860.942383
	Iteration 68Q: 3 clusters Score -1.254378e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 136144 members 
Entering Unmasked Estep 
Score: -12543823.000000 Penalty: 3860.942383
	Iteration 69Q: 3 clusters Score -1.254382e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 135838 members 
Entering Unmasked Estep 
Score: -12543929.000000 Penalty: 3860.942383
	Iteration 70Q: 3 clusters Score -1.254393e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 135534 members 
Entering Unmasked Estep 
Score: -12543941.000000 Penalty: 3860.942383
	Iteration 71Q: 3 clusters Score -1.254394e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 135193 members 
Entering Unmasked Estep 
Score: -12544037.000000 Penalty: 3860.942383
	Iteration 72Q: 3 clusters Score -1.254404e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 134829 members 
Entering Unmasked Estep 
Score: -12544073.000000 Penalty: 3860.942383
	Iteration 73Q: 3 clusters Score -1.254407e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 134431 members 
Entering Unmasked Estep 
Score: -12544107.000000 Penalty: 3860.942383
	Iteration 74Q: 3 clusters Score -1.254411e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 134014 members 
Entering Unmasked Estep 
Score: -12544213.000000 Penalty: 3860.942383
	Iteration 75Q: 3 clusters Score -1.254421e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -12544277.000000 Penalty: 3860.942383
	Iteration 76Q: 3 clusters Score -1.254428e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 133139 members 
Entering Unmasked Estep 
Score: -12544414.000000 Penalty: 3860.942383
	Iteration 77Q: 3 clusters Score -1.254441e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 132653 members 
Entering Unmasked Estep 
Score: -12544542.000000 Penalty: 3860.942383
	Iteration 78Q: 3 clusters Score -1.254454e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 132192 members 
Entering Unmasked Estep 
Score: -12544616.000000 Penalty: 3860.942383
	Iteration 79Q: 3 clusters Score -1.254462e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 131728 members 
Entering Unmasked Estep 
Score: -12544744.000000 Penalty: 3860.942383
	Iteration 80F: 3 clusters Score -1.254474e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 131262 members 
Entering Unmasked Estep 
Score: -12544854.000000 Penalty: 3860.942383
	Iteration 81Q: 3 clusters Score -1.254485e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 130800 members 
Entering Unmasked Estep 
Score: -12544958.000000 Penalty: 3860.942383
	Iteration 82Q: 3 clusters Score -1.254496e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 130318 members 
Entering Unmasked Estep 
Score: -12545009.000000 Penalty: 3860.942383
	Iteration 83Q: 3 clusters Score -1.254501e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 129834 members 
Entering Unmasked Estep 
Score: -12545136.000000 Penalty: 3860.942383
	Iteration 84Q: 3 clusters Score -1.254514e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 129329 members 
Entering Unmasked Estep 
Score: -12545214.000000 Penalty: 3860.942383
	Iteration 85Q: 3 clusters Score -1.254521e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 128833 members 
Entering Unmasked Estep 
Score: -12545231.000000 Penalty: 3860.942383
	Iteration 86Q: 3 clusters Score -1.254523e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 128311 members 
Entering Unmasked Estep 
Score: -12545378.000000 Penalty: 3860.942383
	Iteration 87Q: 3 clusters Score -1.254538e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 127779 members 
Entering Unmasked Estep 
Score: -12545490.000000 Penalty: 3860.942383
	Iteration 88Q: 3 clusters Score -1.254549e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 127289 members 
Entering Unmasked Estep 
Score: -12545587.000000 Penalty: 3860.942383
	Iteration 89Q: 3 clusters Score -1.254559e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 126814 members 
Entering Unmasked Estep 
Score: -12545693.000000 Penalty: 3860.942383
	Iteration 90Q: 3 clusters Score -1.254569e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 126310 members 
Entering Unmasked Estep 
Score: -12545729.000000 Penalty: 3860.942383
	Iteration 91Q: 3 clusters Score -1.254573e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 125838 members 
Entering Unmasked Estep 
Score: -12545765.000000 Penalty: 3860.942383
	Iteration 92Q: 3 clusters Score -1.254576e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 125361 members 
Entering Unmasked Estep 
Score: -12545885.000000 Penalty: 3860.942383
	Iteration 93Q: 3 clusters Score -1.254588e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 124862 members 
Entering Unmasked Estep 
Score: -12545990.000000 Penalty: 3860.942383
	Iteration 94Q: 3 clusters Score -1.254599e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 124378 members 
Entering Unmasked Estep 
Score: -12546084.000000 Penalty: 3860.942383
	Iteration 95Q: 3 clusters Score -1.254608e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 123904 members 
Entering Unmasked Estep 
Score: -12546109.000000 Penalty: 3860.942383
	Iteration 96Q: 3 clusters Score -1.254611e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 123450 members 
Entering Unmasked Estep 
Score: -12546178.000000 Penalty: 3860.942383
	Iteration 97Q: 3 clusters Score -1.254618e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 122964 members 
Entering Unmasked Estep 
Score: -12546260.000000 Penalty: 3860.942383
	Iteration 98Q: 3 clusters Score -1.254626e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -12546341.000000 Penalty: 3860.942383
	Iteration 99Q: 3 clusters Score -1.254634e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 122055 members 
Entering Unmasked Estep 
Score: -12546445.000000 Penalty: 3860.942383
	Iteration 100F: 3 clusters Score -1.254644e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 121629 members 
Entering Unmasked Estep 
Score: -12546492.000000 Penalty: 3860.942383
	Iteration 101Q: 3 clusters Score -1.254649e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 121218 members 
Entering Unmasked Estep 
Score: -12546589.000000 Penalty: 3860.942383
	Iteration 102Q: 3 clusters Score -1.254659e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -12546640.000000 Penalty: 3860.942383
	Iteration 103Q: 3 clusters Score -1.254664e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24017 members 
Mstep: Class 2 contains 120308 members 
Entering Unmasked Estep 
Score: -12546648.000000 Penalty: 3860.942383
	Iteration 104Q: 3 clusters Score -1.254665e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 119838 members 
Entering Unmasked Estep 
Score: -12546718.000000 Penalty: 3860.942383
	Iteration 105Q: 3 clusters Score -1.254672e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 119374 members 
Entering Unmasked Estep 
Score: -12546843.000000 Penalty: 3860.942383
	Iteration 106Q: 3 clusters Score -1.254684e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -12546880.000000 Penalty: 3860.942383
	Iteration 107Q: 3 clusters Score -1.254688e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25984 members 
Mstep: Class 2 contains 118341 members 
Entering Unmasked Estep 
Score: -12546957.000000 Penalty: 3860.942383
	Iteration 108Q: 3 clusters Score -1.254696e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26514 members 
Mstep: Class 2 contains 117811 members 
Entering Unmasked Estep 
Score: -12547053.000000 Penalty: 3860.942383
	Iteration 109Q: 3 clusters Score -1.254705e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 117276 members 
Entering Unmasked Estep 
Score: -12547150.000000 Penalty: 3860.942383
	Iteration 110Q: 3 clusters Score -1.254715e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 116787 members 
Entering Unmasked Estep 
Score: -12547192.000000 Penalty: 3860.942383
	Iteration 111Q: 3 clusters Score -1.254719e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 116297 members 
Entering Unmasked Estep 
Score: -12547233.000000 Penalty: 3860.942383
	Iteration 112Q: 3 clusters Score -1.254723e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 115804 members 
Entering Unmasked Estep 
Score: -12547327.000000 Penalty: 3860.942383
	Iteration 113Q: 3 clusters Score -1.254733e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 115322 members 
Entering Unmasked Estep 
Score: -12547421.000000 Penalty: 3860.942383
	Iteration 114Q: 3 clusters Score -1.254742e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 114861 members 
Entering Unmasked Estep 
Score: -12547479.000000 Penalty: 3860.942383
	Iteration 115Q: 3 clusters Score -1.254748e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 114436 members 
Entering Unmasked Estep 
Score: -12547485.000000 Penalty: 3860.942383
	Iteration 116Q: 3 clusters Score -1.254748e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30252 members 
Mstep: Class 2 contains 114073 members 
Entering Unmasked Estep 
Score: -12547520.000000 Penalty: 3860.942383
	Iteration 117Q: 3 clusters Score -1.254752e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30620 members 
Mstep: Class 2 contains 113705 members 
Entering Unmasked Estep 
Score: -12547560.000000 Penalty: 3860.942383
	Iteration 118Q: 3 clusters Score -1.254756e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 113355 members 
Entering Unmasked Estep 
Score: -12547637.000000 Penalty: 3860.942383
	Iteration 119Q: 3 clusters Score -1.254764e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 112989 members 
Entering Unmasked Estep 
Score: -12547672.000000 Penalty: 3860.942383
	Iteration 120F: 3 clusters Score -1.254767e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 112680 members 
Entering Unmasked Estep 
Score: -12547672.000000 Penalty: 3860.942383
	Iteration 121Q: 3 clusters Score -1.254767e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 112380 members 
Entering Unmasked Estep 
Score: -12547664.000000 Penalty: 3860.942383
	Iteration 122Q: 3 clusters Score -1.254766e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32198 members 
Mstep: Class 2 contains 112127 members 
Entering Unmasked Estep 
Score: -12547667.000000 Penalty: 3860.942383
	Iteration 123Q: 3 clusters Score -1.254767e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 111906 members 
Entering Unmasked Estep 
Score: -12547668.000000 Penalty: 3860.942383
	Iteration 124Q: 3 clusters Score -1.254767e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 111702 members 
Entering Unmasked Estep 
Score: -12547687.000000 Penalty: 3860.942383
	Iteration 125Q: 3 clusters Score -1.254769e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 111537 members 
Entering Unmasked Estep 
Score: -12547690.000000 Penalty: 3860.942383
	Iteration 126Q: 3 clusters Score -1.254769e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32921 members 
Mstep: Class 2 contains 111404 members 
Entering Unmasked Estep 
Score: -12547713.000000 Penalty: 3860.942383
	Iteration 127Q: 3 clusters Score -1.254771e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 111282 members 
Entering Unmasked Estep 
Score: -12547707.000000 Penalty: 3860.942383
	Iteration 128Q: 3 clusters Score -1.254771e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33145 members 
Mstep: Class 2 contains 111180 members 
Entering Unmasked Estep 
Score: -12547732.000000 Penalty: 3860.942383
	Iteration 129Q: 3 clusters Score -1.254773e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33234 members 
Mstep: Class 2 contains 111091 members 
Entering Unmasked Estep 
Score: -12547730.000000 Penalty: 3860.942383
	Iteration 130Q: 3 clusters Score -1.254773e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 111012 members 
Entering Unmasked Estep 
Score: -12547735.000000 Penalty: 3860.942383
	Iteration 131Q: 3 clusters Score -1.254774e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 110948 members 
Entering Unmasked Estep 
Score: -12547722.000000 Penalty: 3860.942383
	Iteration 132Q: 3 clusters Score -1.254772e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 110890 members 
Entering Unmasked Estep 
Score: -12547710.000000 Penalty: 3860.942383
	Iteration 133Q: 3 clusters Score -1.254771e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 110845 members 
Entering Unmasked Estep 
Score: -12547698.000000 Penalty: 3860.942383
	Iteration 134Q: 3 clusters Score -1.25477e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -12547706.000000 Penalty: 3860.942383
	Iteration 135Q: 3 clusters Score -1.254771e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 110753 members 
Entering Unmasked Estep 
Score: -12547705.000000 Penalty: 3860.942383
	Iteration 136Q: 3 clusters Score -1.25477e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33617 members 
Mstep: Class 2 contains 110708 members 
Entering Unmasked Estep 
Score: -12547717.000000 Penalty: 3860.942383
	Iteration 137Q: 3 clusters Score -1.254772e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -12547711.000000 Penalty: 3860.942383
	Iteration 138Q: 3 clusters Score -1.254771e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 110603 members 
Entering Unmasked Estep 
Score: -12547707.000000 Penalty: 3860.942383
	Iteration 139Q: 3 clusters Score -1.254771e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 110545 members 
Entering Unmasked Estep 
Score: -12547713.000000 Penalty: 3860.942383
	Iteration 140F: 3 clusters Score -1.254771e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 110498 members 
Entering Unmasked Estep 
Score: -12547722.000000 Penalty: 3860.942383
	Iteration 141Q: 3 clusters Score -1.254772e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 110460 members 
Entering Unmasked Estep 
Score: -12547734.000000 Penalty: 3860.942383
	Iteration 142Q: 3 clusters Score -1.254773e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 110420 members 
Entering Unmasked Estep 
Score: -12547732.000000 Penalty: 3860.942383
	Iteration 143Q: 3 clusters Score -1.254773e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 110393 members 
Entering Unmasked Estep 
Score: -12547735.000000 Penalty: 3860.942383
	Iteration 144Q: 3 clusters Score -1.254774e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 110369 members 
Entering Unmasked Estep 
Score: -12547723.000000 Penalty: 3860.942383
	Iteration 145Q: 3 clusters Score -1.254772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -12547737.000000 Penalty: 3860.942383
	Iteration 146Q: 3 clusters Score -1.254774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 110335 members 
Entering Unmasked Estep 
Score: -12547735.000000 Penalty: 3860.942383
	Iteration 147Q: 3 clusters Score -1.254774e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 110324 members 
Entering Unmasked Estep 
Score: -12547729.000000 Penalty: 3860.942383
	Iteration 148Q: 3 clusters Score -1.254773e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34013 members 
Mstep: Class 2 contains 110312 members 
Entering Unmasked Estep 
Score: -12547708.000000 Penalty: 3860.942383
	Iteration 149Q: 3 clusters Score -1.254771e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 110299 members 
Entering Unmasked Estep 
Score: -12547727.000000 Penalty: 3860.942383
	Iteration 150Q: 3 clusters Score -1.254773e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34034 members 
Mstep: Class 2 contains 110291 members 
Entering Unmasked Estep 
Score: -12547722.000000 Penalty: 3860.942383
	Iteration 151Q: 3 clusters Score -1.254772e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 110283 members 
Entering Unmasked Estep 
Score: -12547718.000000 Penalty: 3860.942383
	Iteration 152Q: 3 clusters Score -1.254772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 110279 members 
Entering Unmasked Estep 
Score: -12547707.000000 Penalty: 3860.942383
	Iteration 153Q: 3 clusters Score -1.254771e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 110273 members 
Entering Unmasked Estep 
Score: -12547718.000000 Penalty: 3860.942383
	Iteration 154Q: 3 clusters Score -1.254772e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 110269 members 
Entering Unmasked Estep 
Score: -12547726.000000 Penalty: 3860.942383
	Iteration 155Q: 3 clusters Score -1.254773e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 110267 members 
Entering Unmasked Estep 
Score: -12547722.000000 Penalty: 3860.942383
	Iteration 156Q: 3 clusters Score -1.254772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -12547719.000000 Penalty: 3860.942383
	Iteration 157Q: 3 clusters Score -1.254772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 110264 members 
Entering Unmasked Estep 
Score: -12547719.000000 Penalty: 3860.942383
	Iteration 158F: 3 clusters Score -1.254772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 5944 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Entering Unmasked Estep 
Score: -40835508.000000 Penalty: 63831.339844
Splitting cluster 15 changes total score from -40799908.000000 to -40835508.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 16 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -466533.031250 Penalty: 1412.147461
	Iteration 0F: 2 clusters Score -466533 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -461976.062500 Penalty: 2824.294922
	Iteration 0F: 3 clusters Score -461976.1 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -463981.437500 Penalty: 2824.294922
	Iteration 1F: 3 clusters Score -463981.4 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -464945.156250 Penalty: 2824.294922
	Iteration 2F: 3 clusters Score -464945.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -465595.593750 Penalty: 2824.294922
	Iteration 3F: 3 clusters Score -465595.6 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -466025.437500 Penalty: 2824.294922
	Iteration 4F: 3 clusters Score -466025.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -466368.593750 Penalty: 2824.294922
	Iteration 5F: 3 clusters Score -466368.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -466696.093750 Penalty: 2824.294922
	Iteration 6F: 3 clusters Score -466696.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -467040.656250 Penalty: 2824.294922
	Iteration 7Q: 3 clusters Score -467040.7 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -467263.531250 Penalty: 2824.294922
	Iteration 8Q: 3 clusters Score -467263.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -467383.062500 Penalty: 2824.294922
	Iteration 9Q: 3 clusters Score -467383.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -467454.468750 Penalty: 2824.294922
	Iteration 10Q: 3 clusters Score -467454.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -467507.718750 Penalty: 2824.294922
	Iteration 11Q: 3 clusters Score -467507.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -467541.625000 Penalty: 2824.294922
	Iteration 12Q: 3 clusters Score -467541.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -467570.906250 Penalty: 2824.294922
	Iteration 13Q: 3 clusters Score -467570.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -467598.468750 Penalty: 2824.294922
	Iteration 14Q: 3 clusters Score -467598.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -467624.406250 Penalty: 2824.294922
	Iteration 15Q: 3 clusters Score -467624.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -467655.031250 Penalty: 2824.294922
	Iteration 16Q: 3 clusters Score -467655 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -467684.906250 Penalty: 2824.294922
	Iteration 17Q: 3 clusters Score -467684.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -467713.812500 Penalty: 2824.294922
	Iteration 18Q: 3 clusters Score -467713.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -467738.000000 Penalty: 2824.294922
	Iteration 19Q: 3 clusters Score -467738 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -467771.937500 Penalty: 2824.294922
	Iteration 20F: 3 clusters Score -467771.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -467809.687500 Penalty: 2824.294922
	Iteration 21Q: 3 clusters Score -467809.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -467852.250000 Penalty: 2824.294922
	Iteration 22Q: 3 clusters Score -467852.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -467886.406250 Penalty: 2824.294922
	Iteration 23Q: 3 clusters Score -467886.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -467912.468750 Penalty: 2824.294922
	Iteration 24Q: 3 clusters Score -467912.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -467940.593750 Penalty: 2824.294922
	Iteration 25Q: 3 clusters Score -467940.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -467967.281250 Penalty: 2824.294922
	Iteration 26Q: 3 clusters Score -467967.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -467993.562500 Penalty: 2824.294922
	Iteration 27Q: 3 clusters Score -467993.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -468016.687500 Penalty: 2824.294922
	Iteration 28Q: 3 clusters Score -468016.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -468039.218750 Penalty: 2824.294922
	Iteration 29Q: 3 clusters Score -468039.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -468073.312500 Penalty: 2824.294922
	Iteration 30Q: 3 clusters Score -468073.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -468140.968750 Penalty: 2824.294922
	Iteration 31Q: 3 clusters Score -468141 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -468222.593750 Penalty: 2824.294922
	Iteration 32Q: 3 clusters Score -468222.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -468258.906250 Penalty: 2824.294922
	Iteration 33Q: 3 clusters Score -468258.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -468278.968750 Penalty: 2824.294922
	Iteration 34Q: 3 clusters Score -468279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -468295.656250 Penalty: 2824.294922
	Iteration 35Q: 3 clusters Score -468295.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -468303.500000 Penalty: 2824.294922
	Iteration 36Q: 3 clusters Score -468303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -468304.718750 Penalty: 2824.294922
	Iteration 37Q: 3 clusters Score -468304.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -468305.812500 Penalty: 2824.294922
	Iteration 38Q: 3 clusters Score -468305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -468309.250000 Penalty: 2824.294922
	Iteration 39Q: 3 clusters Score -468309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -468309.250000 Penalty: 2824.294922
	Iteration 40F: 3 clusters Score -468309.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 1266 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Mstep: Class 31 contains 4560 members 
Entering Unmasked Estep 
Score: -40836512.000000 Penalty: 65959.046875
Splitting cluster 16 changes total score from -40799908.000000 to -40836512.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (1266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Entering Unmasked Estep 
Score: -99532.015625 Penalty: 1160.837891
	Iteration 0F: 2 clusters Score -99532.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -98037.015625 Penalty: 2321.675781
	Iteration 0F: 3 clusters Score -98037.02 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -98435.554688 Penalty: 2321.675781
	Iteration 1F: 3 clusters Score -98435.55 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -98654.820312 Penalty: 2321.675781
	Iteration 2F: 3 clusters Score -98654.82 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -98944.906250 Penalty: 2321.675781
	Iteration 3F: 3 clusters Score -98944.91 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -99230.156250 Penalty: 2321.675781
	Iteration 4F: 3 clusters Score -99230.16 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -99526.273438 Penalty: 2321.675781
	Iteration 5F: 3 clusters Score -99526.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -99642.523438 Penalty: 2321.675781
	Iteration 6F: 3 clusters Score -99642.52 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -99687.203125 Penalty: 2321.675781
	Iteration 7Q: 3 clusters Score -99687.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -99715.398438 Penalty: 2321.675781
	Iteration 8Q: 3 clusters Score -99715.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -99760.148438 Penalty: 2321.675781
	Iteration 9Q: 3 clusters Score -99760.15 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -99794.890625 Penalty: 2321.675781
	Iteration 10Q: 3 clusters Score -99794.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -99821.132812 Penalty: 2321.675781
	Iteration 11Q: 3 clusters Score -99821.13 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -99837.523438 Penalty: 2321.675781
	Iteration 12Q: 3 clusters Score -99837.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -99841.507812 Penalty: 2321.675781
	Iteration 13Q: 3 clusters Score -99841.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -99843.398438 Penalty: 2321.675781
	Iteration 14Q: 3 clusters Score -99843.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -99844.734375 Penalty: 2321.675781
	Iteration 15Q: 3 clusters Score -99844.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -99844.734375 Penalty: 2321.675781
	Iteration 16F: 3 clusters Score -99844.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 26732 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1020 members 
Entering Unmasked Estep 
Score: -40835860.000000 Penalty: 68086.757812
Splitting cluster 17 changes total score from -40799908.000000 to -40835860.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 18 (26732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26732 members 
Entering Unmasked Estep 
Score: -2315972.000000 Penalty: 1656.462769
	Iteration 0F: 2 clusters Score -2315972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -2298001.750000 Penalty: 3312.925537
	Iteration 0F: 3 clusters Score -2298002 nChanged 12249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2305122.250000 Penalty: 3312.925537
	Iteration 1F: 3 clusters Score -2305122 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -2306542.000000 Penalty: 3312.925537
	Iteration 2F: 3 clusters Score -2306542 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2307815.500000 Penalty: 3312.925537
	Iteration 3F: 3 clusters Score -2307816 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2308832.250000 Penalty: 3312.925537
	Iteration 4F: 3 clusters Score -2308832 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2309811.750000 Penalty: 3312.925537
	Iteration 5F: 3 clusters Score -2309812 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -2310804.500000 Penalty: 3312.925537
	Iteration 6F: 3 clusters Score -2310804 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2311797.500000 Penalty: 3312.925537
	Iteration 7F: 3 clusters Score -2311798 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2312557.000000 Penalty: 3312.925537
	Iteration 8F: 3 clusters Score -2312557 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2313035.750000 Penalty: 3312.925537
	Iteration 9Q: 3 clusters Score -2313036 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2313375.500000 Penalty: 3312.925537
	Iteration 10Q: 3 clusters Score -2313376 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -2313602.750000 Penalty: 3312.925537
	Iteration 11Q: 3 clusters Score -2313603 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -2313824.250000 Penalty: 3312.925537
	Iteration 12Q: 3 clusters Score -2313824 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2314000.250000 Penalty: 3312.925537
	Iteration 13Q: 3 clusters Score -2314000 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2314171.000000 Penalty: 3312.925537
	Iteration 14Q: 3 clusters Score -2314171 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2314380.000000 Penalty: 3312.925537
	Iteration 15Q: 3 clusters Score -2314380 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2314634.500000 Penalty: 3312.925537
	Iteration 16Q: 3 clusters Score -2314634 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2314929.250000 Penalty: 3312.925537
	Iteration 17Q: 3 clusters Score -2314929 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2315275.250000 Penalty: 3312.925537
	Iteration 18Q: 3 clusters Score -2315275 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -2315651.250000 Penalty: 3312.925537
	Iteration 19Q: 3 clusters Score -2315651 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -2316035.750000 Penalty: 3312.925537
	Iteration 20F: 3 clusters Score -2316036 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -2316751.500000 Penalty: 3312.925537
	Iteration 21Q: 3 clusters Score -2316752 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -2318101.250000 Penalty: 3312.925537
	Iteration 22Q: 3 clusters Score -2318101 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -2318940.750000 Penalty: 3312.925537
	Iteration 23Q: 3 clusters Score -2318941 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2319283.500000 Penalty: 3312.925537
	Iteration 24Q: 3 clusters Score -2319284 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -2319482.500000 Penalty: 3312.925537
	Iteration 25Q: 3 clusters Score -2319482 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -2319611.250000 Penalty: 3312.925537
	Iteration 26Q: 3 clusters Score -2319611 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -2319735.000000 Penalty: 3312.925537
	Iteration 27Q: 3 clusters Score -2319735 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -2319818.500000 Penalty: 3312.925537
	Iteration 28Q: 3 clusters Score -2319818 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2319884.000000 Penalty: 3312.925537
	Iteration 29Q: 3 clusters Score -2319884 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -2319916.000000 Penalty: 3312.925537
	Iteration 30Q: 3 clusters Score -2319916 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -2319933.000000 Penalty: 3312.925537
	Iteration 31Q: 3 clusters Score -2319933 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -2319949.500000 Penalty: 3312.925537
	Iteration 32Q: 3 clusters Score -2319950 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -2319947.750000 Penalty: 3312.925537
	Iteration 33Q: 3 clusters Score -2319948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -2319954.500000 Penalty: 3312.925537
	Iteration 34Q: 3 clusters Score -2319954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -2319954.000000 Penalty: 3312.925537
	Iteration 35Q: 3 clusters Score -2319954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -2319961.750000 Penalty: 3312.925537
	Iteration 36Q: 3 clusters Score -2319962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -2319964.250000 Penalty: 3312.925537
	Iteration 37Q: 3 clusters Score -2319964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2319966.000000 Penalty: 3312.925537
	Iteration 38Q: 3 clusters Score -2319966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2319969.250000 Penalty: 3312.925537
	Iteration 39Q: 3 clusters Score -2319969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2319967.250000 Penalty: 3312.925537
	Iteration 40F: 3 clusters Score -2319967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 24372 members 
Entering Unmasked Estep 
Score: -2319964.750000 Penalty: 3312.925537
	Iteration 41Q: 3 clusters Score -2319965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -2319965.000000 Penalty: 3312.925537
	Iteration 42Q: 3 clusters Score -2319965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2319966.250000 Penalty: 3312.925537
	Iteration 43Q: 3 clusters Score -2319966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -2319966.250000 Penalty: 3312.925537
	Iteration 44F: 3 clusters Score -2319966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 31173 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 24366 members 
Entering Unmasked Estep 
Score: -40839408.000000 Penalty: 70214.468750
Splitting cluster 18 changes total score from -40799908.000000 to -40839408.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 19 (5794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Entering Unmasked Estep 
Score: -491888.062500 Penalty: 1407.994019
	Iteration 0F: 2 clusters Score -491888.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -487404.125000 Penalty: 2815.988037
	Iteration 0F: 3 clusters Score -487404.1 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -489002.812500 Penalty: 2815.988037
	Iteration 1F: 3 clusters Score -489002.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -489522.437500 Penalty: 2815.988037
	Iteration 2F: 3 clusters Score -489522.4 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -490088.812500 Penalty: 2815.988037
	Iteration 3F: 3 clusters Score -490088.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -490545.500000 Penalty: 2815.988037
	Iteration 4F: 3 clusters Score -490545.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -490806.375000 Penalty: 2815.988037
	Iteration 5F: 3 clusters Score -490806.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -490956.906250 Penalty: 2815.988037
	Iteration 6Q: 3 clusters Score -490956.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -491024.750000 Penalty: 2815.988037
	Iteration 7Q: 3 clusters Score -491024.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -491051.812500 Penalty: 2815.988037
	Iteration 8Q: 3 clusters Score -491051.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -491067.843750 Penalty: 2815.988037
	Iteration 9Q: 3 clusters Score -491067.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -491079.343750 Penalty: 2815.988037
	Iteration 10Q: 3 clusters Score -491079.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -491090.093750 Penalty: 2815.988037
	Iteration 11Q: 3 clusters Score -491090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -491095.531250 Penalty: 2815.988037
	Iteration 12Q: 3 clusters Score -491095.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -491098.312500 Penalty: 2815.988037
	Iteration 13Q: 3 clusters Score -491098.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -491102.468750 Penalty: 2815.988037
	Iteration 14Q: 3 clusters Score -491102.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -491106.281250 Penalty: 2815.988037
	Iteration 15Q: 3 clusters Score -491106.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -491112.875000 Penalty: 2815.988037
	Iteration 16Q: 3 clusters Score -491112.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -491118.937500 Penalty: 2815.988037
	Iteration 17Q: 3 clusters Score -491118.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -491127.812500 Penalty: 2815.988037
	Iteration 18Q: 3 clusters Score -491127.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -491133.406250 Penalty: 2815.988037
	Iteration 19Q: 3 clusters Score -491133.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -491134.343750 Penalty: 2815.988037
	Iteration 20F: 3 clusters Score -491134.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -491135.718750 Penalty: 2815.988037
	Iteration 21Q: 3 clusters Score -491135.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -491137.281250 Penalty: 2815.988037
	Iteration 22Q: 3 clusters Score -491137.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -491137.968750 Penalty: 2815.988037
	Iteration 23Q: 3 clusters Score -491138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491137.875000 Penalty: 2815.988037
	Iteration 24Q: 3 clusters Score -491137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -491137.093750 Penalty: 2815.988037
	Iteration 25Q: 3 clusters Score -491137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -491138.562500 Penalty: 2815.988037
	Iteration 26Q: 3 clusters Score -491138.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -491138.562500 Penalty: 2815.988037
	Iteration 27F: 3 clusters Score -491138.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -417643.187500 Penalty: 1393.818848
	Iteration 0F: 2 clusters Score -417643.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -413508.156250 Penalty: 2787.637695
	Iteration 0F: 3 clusters Score -413508.2 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -415291.375000 Penalty: 2787.637695
	Iteration 1F: 3 clusters Score -415291.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -415948.156250 Penalty: 2787.637695
	Iteration 2F: 3 clusters Score -415948.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -416403.062500 Penalty: 2787.637695
	Iteration 3F: 3 clusters Score -416403.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -416687.062500 Penalty: 2787.637695
	Iteration 4F: 3 clusters Score -416687.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -416849.406250 Penalty: 2787.637695
	Iteration 5Q: 3 clusters Score -416849.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -416970.468750 Penalty: 2787.637695
	Iteration 6Q: 3 clusters Score -416970.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -417032.968750 Penalty: 2787.637695
	Iteration 7Q: 3 clusters Score -417033 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -417070.343750 Penalty: 2787.637695
	Iteration 8Q: 3 clusters Score -417070.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -417094.968750 Penalty: 2787.637695
	Iteration 9Q: 3 clusters Score -417095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -417117.781250 Penalty: 2787.637695
	Iteration 10Q: 3 clusters Score -417117.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -417140.781250 Penalty: 2787.637695
	Iteration 11Q: 3 clusters Score -417140.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -417169.031250 Penalty: 2787.637695
	Iteration 12Q: 3 clusters Score -417169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -417187.375000 Penalty: 2787.637695
	Iteration 13Q: 3 clusters Score -417187.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -417198.687500 Penalty: 2787.637695
	Iteration 14Q: 3 clusters Score -417198.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -417205.593750 Penalty: 2787.637695
	Iteration 15Q: 3 clusters Score -417205.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -417211.062500 Penalty: 2787.637695
	Iteration 16Q: 3 clusters Score -417211.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -417216.156250 Penalty: 2787.637695
	Iteration 17Q: 3 clusters Score -417216.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -417220.500000 Penalty: 2787.637695
	Iteration 18Q: 3 clusters Score -417220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -417222.531250 Penalty: 2787.637695
	Iteration 19Q: 3 clusters Score -417222.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -417225.500000 Penalty: 2787.637695
	Iteration 20F: 3 clusters Score -417225.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -417227.906250 Penalty: 2787.637695
	Iteration 21Q: 3 clusters Score -417227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -417229.656250 Penalty: 2787.637695
	Iteration 22Q: 3 clusters Score -417229.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -417232.156250 Penalty: 2787.637695
	Iteration 23Q: 3 clusters Score -417232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -417235.843750 Penalty: 2787.637695
	Iteration 24Q: 3 clusters Score -417235.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -417240.781250 Penalty: 2787.637695
	Iteration 25Q: 3 clusters Score -417240.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -417248.843750 Penalty: 2787.637695
	Iteration 26Q: 3 clusters Score -417248.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -417259.281250 Penalty: 2787.637695
	Iteration 27Q: 3 clusters Score -417259.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -417271.281250 Penalty: 2787.637695
	Iteration 28Q: 3 clusters Score -417271.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -417284.531250 Penalty: 2787.637695
	Iteration 29Q: 3 clusters Score -417284.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -417295.437500 Penalty: 2787.637695
	Iteration 30Q: 3 clusters Score -417295.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -417302.062500 Penalty: 2787.637695
	Iteration 31Q: 3 clusters Score -417302.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -417310.062500 Penalty: 2787.637695
	Iteration 32Q: 3 clusters Score -417310.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -417313.312500 Penalty: 2787.637695
	Iteration 33Q: 3 clusters Score -417313.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -417315.062500 Penalty: 2787.637695
	Iteration 34Q: 3 clusters Score -417315.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -417316.531250 Penalty: 2787.637695
	Iteration 35Q: 3 clusters Score -417316.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -417316.312500 Penalty: 2787.637695
	Iteration 36Q: 3 clusters Score -417316.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -417318.375000 Penalty: 2787.637695
	Iteration 37Q: 3 clusters Score -417318.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -417317.593750 Penalty: 2787.637695
	Iteration 38Q: 3 clusters Score -417317.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -417318.531250 Penalty: 2787.637695
	Iteration 39Q: 3 clusters Score -417318.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -417319.312500 Penalty: 2787.637695
	Iteration 40F: 3 clusters Score -417319.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -417319.656250 Penalty: 2787.637695
	Iteration 41Q: 3 clusters Score -417319.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -417319.000000 Penalty: 2787.637695
	Iteration 42Q: 3 clusters Score -417319 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -417320.281250 Penalty: 2787.637695
	Iteration 43Q: 3 clusters Score -417320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -417321.312500 Penalty: 2787.637695
	Iteration 44Q: 3 clusters Score -417321.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -417321.250000 Penalty: 2787.637695
	Iteration 45Q: 3 clusters Score -417321.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -417321.968750 Penalty: 2787.637695
	Iteration 46Q: 3 clusters Score -417322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -417322.812500 Penalty: 2787.637695
	Iteration 47Q: 3 clusters Score -417322.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -417323.250000 Penalty: 2787.637695
	Iteration 48Q: 3 clusters Score -417323.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -417323.250000 Penalty: 2787.637695
	Iteration 49F: 3 clusters Score -417323.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (31173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31173 members 
Entering Unmasked Estep 
Score: -2772509.750000 Penalty: 1681.437378
	Iteration 0F: 2 clusters Score -2772510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2751613.250000 Penalty: 3362.874756
	Iteration 0F: 3 clusters Score -2751613 nChanged 14263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2760078.250000 Penalty: 3362.874756
	Iteration 1F: 3 clusters Score -2760078 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2761160.500000 Penalty: 3362.874756
	Iteration 2F: 3 clusters Score -2761160 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2762737.500000 Penalty: 3362.874756
	Iteration 3F: 3 clusters Score -2762738 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2764864.000000 Penalty: 3362.874756
	Iteration 4F: 3 clusters Score -2764864 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2767099.500000 Penalty: 3362.874756
	Iteration 5F: 3 clusters Score -2767100 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -2768914.000000 Penalty: 3362.874756
	Iteration 6F: 3 clusters Score -2768914 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -2770230.750000 Penalty: 3362.874756
	Iteration 7F: 3 clusters Score -2770231 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -2771189.250000 Penalty: 3362.874756
	Iteration 8Q: 3 clusters Score -2771189 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -2771806.750000 Penalty: 3362.874756
	Iteration 9Q: 3 clusters Score -2771807 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2772189.750000 Penalty: 3362.874756
	Iteration 10Q: 3 clusters Score -2772190 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2772388.750000 Penalty: 3362.874756
	Iteration 11Q: 3 clusters Score -2772389 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -2772507.000000 Penalty: 3362.874756
	Iteration 12Q: 3 clusters Score -2772507 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2772551.500000 Penalty: 3362.874756
	Iteration 13Q: 3 clusters Score -2772552 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -2772573.000000 Penalty: 3362.874756
	Iteration 14Q: 3 clusters Score -2772573 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2772606.000000 Penalty: 3362.874756
	Iteration 15Q: 3 clusters Score -2772606 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -2772616.500000 Penalty: 3362.874756
	Iteration 16Q: 3 clusters Score -2772616 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2772625.500000 Penalty: 3362.874756
	Iteration 17Q: 3 clusters Score -2772626 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -2772628.500000 Penalty: 3362.874756
	Iteration 18Q: 3 clusters Score -2772628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2772632.250000 Penalty: 3362.874756
	Iteration 19Q: 3 clusters Score -2772632 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -2772643.000000 Penalty: 3362.874756
	Iteration 20F: 3 clusters Score -2772643 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2772653.750000 Penalty: 3362.874756
	Iteration 21Q: 3 clusters Score -2772654 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2772649.250000 Penalty: 3362.874756
	Iteration 22Q: 3 clusters Score -2772649 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2772658.500000 Penalty: 3362.874756
	Iteration 23Q: 3 clusters Score -2772658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -2772667.500000 Penalty: 3362.874756
	Iteration 24Q: 3 clusters Score -2772668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2772668.000000 Penalty: 3362.874756
	Iteration 25Q: 3 clusters Score -2772668 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -2772669.250000 Penalty: 3362.874756
	Iteration 26Q: 3 clusters Score -2772669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -2772675.250000 Penalty: 3362.874756
	Iteration 27Q: 3 clusters Score -2772675 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2772671.500000 Penalty: 3362.874756
	Iteration 28Q: 3 clusters Score -2772672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -2772667.500000 Penalty: 3362.874756
	Iteration 29Q: 3 clusters Score -2772668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2772673.250000 Penalty: 3362.874756
	Iteration 30Q: 3 clusters Score -2772673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2772674.500000 Penalty: 3362.874756
	Iteration 31Q: 3 clusters Score -2772674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2772675.750000 Penalty: 3362.874756
	Iteration 32Q: 3 clusters Score -2772676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2772675.750000 Penalty: 3362.874756
	Iteration 33F: 3 clusters Score -2772676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 11393 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 24366 members 
Mstep: Class 34 contains 23423 members 
Entering Unmasked Estep 
Score: -40838988.000000 Penalty: 72342.187500
Splitting cluster 21 changes total score from -40799908.000000 to -40838988.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 22 (11393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Entering Unmasked Estep 
Score: -984906.187500 Penalty: 1517.872559
	Iteration 0F: 2 clusters Score -984906.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -976869.125000 Penalty: 3035.745117
	Iteration 0F: 3 clusters Score -976869.1 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -979655.187500 Penalty: 3035.745117
	Iteration 1F: 3 clusters Score -979655.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -980048.250000 Penalty: 3035.745117
	Iteration 2F: 3 clusters Score -980048.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -980490.875000 Penalty: 3035.745117
	Iteration 3F: 3 clusters Score -980490.9 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -980990.750000 Penalty: 3035.745117
	Iteration 4F: 3 clusters Score -980990.8 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -981625.187500 Penalty: 3035.745117
	Iteration 5F: 3 clusters Score -981625.2 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -982389.625000 Penalty: 3035.745117
	Iteration 6F: 3 clusters Score -982389.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -983125.437500 Penalty: 3035.745117
	Iteration 7F: 3 clusters Score -983125.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -983682.812500 Penalty: 3035.745117
	Iteration 8F: 3 clusters Score -983682.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -983989.062500 Penalty: 3035.745117
	Iteration 9Q: 3 clusters Score -983989.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -984113.500000 Penalty: 3035.745117
	Iteration 10Q: 3 clusters Score -984113.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -984204.375000 Penalty: 3035.745117
	Iteration 11Q: 3 clusters Score -984204.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -984298.625000 Penalty: 3035.745117
	Iteration 12Q: 3 clusters Score -984298.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -984383.125000 Penalty: 3035.745117
	Iteration 13Q: 3 clusters Score -984383.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -984465.437500 Penalty: 3035.745117
	Iteration 14Q: 3 clusters Score -984465.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -984534.437500 Penalty: 3035.745117
	Iteration 15Q: 3 clusters Score -984534.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -984596.937500 Penalty: 3035.745117
	Iteration 16Q: 3 clusters Score -984596.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -984657.312500 Penalty: 3035.745117
	Iteration 17Q: 3 clusters Score -984657.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -984717.375000 Penalty: 3035.745117
	Iteration 18Q: 3 clusters Score -984717.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -984791.750000 Penalty: 3035.745117
	Iteration 19Q: 3 clusters Score -984791.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -984873.375000 Penalty: 3035.745117
	Iteration 20F: 3 clusters Score -984873.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -984948.562500 Penalty: 3035.745117
	Iteration 21Q: 3 clusters Score -984948.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -985026.375000 Penalty: 3035.745117
	Iteration 22Q: 3 clusters Score -985026.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -985114.375000 Penalty: 3035.745117
	Iteration 23Q: 3 clusters Score -985114.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -985185.375000 Penalty: 3035.745117
	Iteration 24Q: 3 clusters Score -985185.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -985224.000000 Penalty: 3035.745117
	Iteration 25Q: 3 clusters Score -985224 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -985240.812500 Penalty: 3035.745117
	Iteration 26Q: 3 clusters Score -985240.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -985247.500000 Penalty: 3035.745117
	Iteration 27Q: 3 clusters Score -985247.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -985252.937500 Penalty: 3035.745117
	Iteration 28Q: 3 clusters Score -985252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -985253.187500 Penalty: 3035.745117
	Iteration 29Q: 3 clusters Score -985253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -985256.125000 Penalty: 3035.745117
	Iteration 30Q: 3 clusters Score -985256.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -985256.875000 Penalty: 3035.745117
	Iteration 31Q: 3 clusters Score -985256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -985256.875000 Penalty: 3035.745117
	Iteration 32F: 3 clusters Score -985256.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 5 contains 58101 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 1345 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 8909 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 24740 members 
Mstep: Class 25 contains 1266 members 
Mstep: Class 26 contains 8100 members 
Mstep: Class 27 contains 1501 members 
Mstep: Class 28 contains 7054 members 
Mstep: Class 29 contains 2007 members 
Mstep: Class 30 contains 110264 members 
Mstep: Class 31 contains 4560 members 
Mstep: Class 32 contains 1020 members 
Mstep: Class 33 contains 24366 members 
Mstep: Class 34 contains 23423 members 
Mstep: Class 35 contains 2484 members 
Entering Unmasked Estep 
Score: -40838788.000000 Penalty: 74469.898438
Splitting cluster 22 changes total score from -40799908.000000 to -40838788.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (4868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Entering Unmasked Estep 
Score: -425478.062500 Penalty: 1379.696289
	Iteration 0F: 2 clusters Score -425478.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -421561.718750 Penalty: 2759.392578
	Iteration 0F: 3 clusters Score -421561.7 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -422650.625000 Penalty: 2759.392578
	Iteration 1F: 3 clusters Score -422650.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -422816.687500 Penalty: 2759.392578
	Iteration 2F: 3 clusters Score -422816.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -422911.125000 Penalty: 2759.392578
	Iteration 3Q: 3 clusters Score -422911.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -422984.937500 Penalty: 2759.392578
	Iteration 4Q: 3 clusters Score -422984.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -423050.718750 Penalty: 2759.392578
	Iteration 5Q: 3 clusters Score -423050.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -423122.656250 Penalty: 2759.392578
	Iteration 6Q: 3 clusters Score -423122.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -423195.937500 Penalty: 2759.392578
	Iteration 7Q: 3 clusters Score -423195.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -423287.812500 Penalty: 2759.392578
	Iteration 8Q: 3 clusters Score -423287.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -423391.687500 Penalty: 2759.392578
	Iteration 9Q: 3 clusters Score -423391.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -423521.562500 Penalty: 2759.392578
	Iteration 10Q: 3 clusters Score -423521.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -423682.406250 Penalty: 2759.392578
	Iteration 11Q: 3 clusters Score -423682.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -423892.093750 Penalty: 2759.392578
	Iteration 12Q: 3 clusters Score -423892.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -424045.656250 Penalty: 2759.392578
	Iteration 13Q: 3 clusters Score -424045.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -424160.531250 Penalty: 2759.392578
	Iteration 14Q: 3 clusters Score -424160.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -424239.968750 Penalty: 2759.392578
	Iteration 15Q: 3 clusters Score -424240 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -424301.156250 Penalty: 2759.392578
	Iteration 16Q: 3 clusters Score -424301.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -424354.687500 Penalty: 2759.392578
	Iteration 17Q: 3 clusters Score -424354.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -424394.000000 Penalty: 2759.392578
	Iteration 18Q: 3 clusters Score -424394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -424421.250000 Penalty: 2759.392578
	Iteration 19Q: 3 clusters Score -424421.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -424443.781250 Penalty: 2759.392578
	Iteration 20F: 3 clusters Score -424443.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -424460.187500 Penalty: 2759.392578
	Iteration 21Q: 3 clusters Score -424460.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -424474.531250 Penalty: 2759.392578
	Iteration 22Q: 3 clusters Score -424474.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -424487.718750 Penalty: 2759.392578
	Iteration 23Q: 3 clusters Score -424487.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -424497.718750 Penalty: 2759.392578
	Iteration 24Q: 3 clusters Score -424497.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -424503.593750 Penalty: 2759.392578
	Iteration 25Q: 3 clusters Score -424503.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -424511.000000 Penalty: 2759.392578
	Iteration 26Q: 3 clusters Score -424511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -424515.593750 Penalty: 2759.392578
	Iteration 27Q: 3 clusters Score -424515.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -424518.531250 Penalty: 2759.392578
	Iteration 28Q: 3 clusters Score -424518.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -424520.000000 Penalty: 2759.392578
	Iteration 29Q: 3 clusters Score -424520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -424523.687500 Penalty: 2759.392578
	Iteration 30Q: 3 clusters Score -424523.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -424524.437500 Penalty: 2759.392578
	Iteration 31Q: 3 clusters Score -424524.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -424525.968750 Penalty: 2759.392578
	Iteration 32Q: 3 clusters Score -424526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -424526.593750 Penalty: 2759.392578
	Iteration 33Q: 3 clusters Score -424526.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -424526.343750 Penalty: 2759.392578
	Iteration 34Q: 3 clusters Score -424526.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -424526.437500 Penalty: 2759.392578
	Iteration 35Q: 3 clusters Score -424526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -424528.281250 Penalty: 2759.392578
	Iteration 36Q: 3 clusters Score -424528.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -424529.656250 Penalty: 2759.392578
	Iteration 37Q: 3 clusters Score -424529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -424530.843750 Penalty: 2759.392578
	Iteration 38Q: 3 clusters Score -424530.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -424531.656250 Penalty: 2759.392578
	Iteration 39Q: 3 clusters Score -424531.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -424533.625000 Penalty: 2759.392578
	Iteration 40F: 3 clusters Score -424533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -424533.906250 Penalty: 2759.392578
	Iteration 41Q: 3 clusters Score -424533.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -424534.187500 Penalty: 2759.392578
	Iteration 42Q: 3 clusters Score -424534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -424534.187500 Penalty: 2759.392578
	Iteration 43F: 3 clusters Score -424534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 33920 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3982 members 
Mstep: Class 6 contains 4770 members 
Mstep: Class 7 contains 55333 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 10 contains 3209 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 13497 members 
Mstep: Class 13 contains 1866 members 
Mstep: Class 14 contains 9046 members 
Mstep: Class 15 contains 34061 members 
Mstep: Class 16 contains 1384 members 
Mstep: Class 17 contains 246 members 
Mstep: Class 18 contains 2366 members 
Mstep: Class 19 contains 5794 members 
Mstep: Class 20 contains 5310 members 
Mstep: Class 21 contains 7750 members 
Mstep: Class 22 contains 8909 members 
Mstep: Class 23 contains 4868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40849128.000000 Penalty: 74469.898438
Iteration 39Q: 36 clusters Score -4.084913e+07 nChanged 14110
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 34045 members 
Mstep: Class 3 contains 1287 members 
Mstep: Class 4 contains 4036 members 
Mstep: Class 5 contains 56879 members 
Mstep: Class 6 contains 4744 members 
Mstep: Class 7 contains 54877 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 1423 members 
Mstep: Class 10 contains 3042 members 
Mstep: Class 11 contains 4254 members 
Mstep: Class 12 contains 14151 members 
Mstep: Class 13 contains 1780 members 
Mstep: Class 14 contains 9242 members 
Mstep: Class 15 contains 34132 members 
Mstep: Class 16 contains 1405 members 
Mstep: Class 17 contains 260 members 
Mstep: Class 18 contains 2522 members 
Mstep: Class 19 contains 6522 members 
Mstep: Class 20 contains 5420 members 
Mstep: Class 21 contains 7991 members 
Mstep: Class 22 contains 9267 members 
Mstep: Class 23 contains 4948 members 
Mstep: Class 24 contains 24212 members 
Mstep: Class 25 contains 1294 members 
Mstep: Class 26 contains 8436 members 
Mstep: Class 27 contains 1622 members 
Mstep: Class 28 contains 6960 members 
Mstep: Class 29 contains 1994 members 
Mstep: Class 30 contains 109592 members 
Mstep: Class 31 contains 4196 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 24036 members 
Mstep: Class 34 contains 22843 members 
Mstep: Class 35 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40858320.000000 Penalty: 74469.898438
Iteration 40F: 36 clusters Score -4.085832e+07 nChanged 10744
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 33822 members 
Mstep: Class 3 contains 1260 members 
Mstep: Class 4 contains 4039 members 
Mstep: Class 5 contains 56003 members 
Mstep: Class 6 contains 4573 members 
Mstep: Class 7 contains 53392 members 
Mstep: Class 8 contains 1045 members 
Mstep: Class 9 contains 1758 members 
Mstep: Class 10 contains 2943 members 
Mstep: Class 11 contains 4175 members 
Mstep: Class 12 contains 14277 members 
Mstep: Class 13 contains 1722 members 
Mstep: Class 14 contains 8541 members 
Mstep: Class 15 contains 34229 members 
Mstep: Class 16 contains 1397 members 
Mstep: Class 17 contains 262 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 7241 members 
Mstep: Class 20 contains 5414 members 
Mstep: Class 21 contains 8065 members 
Mstep: Class 22 contains 9136 members 
Mstep: Class 23 contains 4814 members 
Mstep: Class 24 contains 24540 members 
Mstep: Class 25 contains 1454 members 
Mstep: Class 26 contains 8681 members 
Mstep: Class 27 contains 1792 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 2051 members 
Mstep: Class 30 contains 110272 members 
Mstep: Class 31 contains 4378 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 24053 members 
Mstep: Class 34 contains 22682 members 
Mstep: Class 35 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40863564.000000 Penalty: 74469.898438
Iteration 41Q: 36 clusters Score -4.086356e+07 nChanged 7300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 33784 members 
Mstep: Class 3 contains 1241 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 55147 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 51904 members 
Mstep: Class 8 contains 1060 members 
Mstep: Class 9 contains 1997 members 
Mstep: Class 10 contains 2877 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 14344 members 
Mstep: Class 13 contains 1698 members 
Mstep: Class 14 contains 8129 members 
Mstep: Class 15 contains 34364 members 
Mstep: Class 16 contains 1399 members 
Mstep: Class 17 contains 270 members 
Mstep: Class 18 contains 2694 members 
Mstep: Class 19 contains 8088 members 
Mstep: Class 20 contains 5406 members 
Mstep: Class 21 contains 8140 members 
Mstep: Class 22 contains 9067 members 
Mstep: Class 23 contains 4716 members 
Mstep: Class 24 contains 24798 members 
Mstep: Class 25 contains 1587 members 
Mstep: Class 26 contains 8860 members 
Mstep: Class 27 contains 1904 members 
Mstep: Class 28 contains 7962 members 
Mstep: Class 29 contains 2064 members 
Mstep: Class 30 contains 110616 members 
Mstep: Class 31 contains 4497 members 
Mstep: Class 32 contains 1000 members 
Mstep: Class 33 contains 23993 members 
Mstep: Class 34 contains 22552 members 
Mstep: Class 35 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867292.000000 Penalty: 74469.898438
Iteration 42Q: 36 clusters Score -4.086729e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 33850 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 4 contains 4050 members 
Mstep: Class 5 contains 54248 members 
Mstep: Class 6 contains 4482 members 
Mstep: Class 7 contains 50448 members 
Mstep: Class 8 contains 1054 members 
Mstep: Class 9 contains 2163 members 
Mstep: Class 10 contains 2819 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 14415 members 
Mstep: Class 13 contains 1685 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 34507 members 
Mstep: Class 16 contains 1401 members 
Mstep: Class 17 contains 279 members 
Mstep: Class 18 contains 2744 members 
Mstep: Class 19 contains 8940 members 
Mstep: Class 20 contains 5415 members 
Mstep: Class 21 contains 8209 members 
Mstep: Class 22 contains 9009 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 25007 members 
Mstep: Class 25 contains 1713 members 
Mstep: Class 26 contains 9029 members 
Mstep: Class 27 contains 2009 members 
Mstep: Class 28 contains 8341 members 
Mstep: Class 29 contains 2077 members 
Mstep: Class 30 contains 110819 members 
Mstep: Class 31 contains 4602 members 
Mstep: Class 32 contains 1003 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 22438 members 
Mstep: Class 35 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870692.000000 Penalty: 74469.898438
Iteration 43Q: 36 clusters Score -4.087069e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 34071 members 
Mstep: Class 3 contains 1245 members 
Mstep: Class 4 contains 4057 members 
Mstep: Class 5 contains 53353 members 
Mstep: Class 6 contains 4445 members 
Mstep: Class 7 contains 49190 members 
Mstep: Class 8 contains 1043 members 
Mstep: Class 9 contains 2311 members 
Mstep: Class 10 contains 2746 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 14438 members 
Mstep: Class 13 contains 1674 members 
Mstep: Class 14 contains 7666 members 
Mstep: Class 15 contains 34678 members 
Mstep: Class 16 contains 1410 members 
Mstep: Class 17 contains 293 members 
Mstep: Class 18 contains 2775 members 
Mstep: Class 19 contains 9666 members 
Mstep: Class 20 contains 5429 members 
Mstep: Class 21 contains 8254 members 
Mstep: Class 22 contains 8982 members 
Mstep: Class 23 contains 4591 members 
Mstep: Class 24 contains 25196 members 
Mstep: Class 25 contains 1822 members 
Mstep: Class 26 contains 9192 members 
Mstep: Class 27 contains 2128 members 
Mstep: Class 28 contains 8671 members 
Mstep: Class 29 contains 2082 members 
Mstep: Class 30 contains 110885 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 1004 members 
Mstep: Class 33 contains 23782 members 
Mstep: Class 34 contains 22323 members 
Mstep: Class 35 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873396.000000 Penalty: 74469.898438
Iteration 44Q: 36 clusters Score -4.08734e+07 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 34280 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4070 members 
Mstep: Class 5 contains 52505 members 
Mstep: Class 6 contains 4432 members 
Mstep: Class 7 contains 48119 members 
Mstep: Class 8 contains 1041 members 
Mstep: Class 9 contains 2423 members 
Mstep: Class 10 contains 2689 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 14448 members 
Mstep: Class 13 contains 1672 members 
Mstep: Class 14 contains 7496 members 
Mstep: Class 15 contains 34841 members 
Mstep: Class 16 contains 1416 members 
Mstep: Class 17 contains 310 members 
Mstep: Class 18 contains 2806 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 5438 members 
Mstep: Class 21 contains 8294 members 
Mstep: Class 22 contains 8965 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 25375 members 
Mstep: Class 25 contains 1930 members 
Mstep: Class 26 contains 9349 members 
Mstep: Class 27 contains 2209 members 
Mstep: Class 28 contains 8900 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110928 members 
Mstep: Class 31 contains 4797 members 
Mstep: Class 32 contains 1005 members 
Mstep: Class 33 contains 23651 members 
Mstep: Class 34 contains 22223 members 
Mstep: Class 35 contains 2578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40875396.000000 Penalty: 74469.898438
Iteration 45Q: 36 clusters Score -4.08754e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 34494 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 4073 members 
Mstep: Class 5 contains 51705 members 
Mstep: Class 6 contains 4416 members 
Mstep: Class 7 contains 47167 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 2520 members 
Mstep: Class 10 contains 2647 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 14475 members 
Mstep: Class 13 contains 1670 members 
Mstep: Class 14 contains 7380 members 
Mstep: Class 15 contains 34993 members 
Mstep: Class 16 contains 1424 members 
Mstep: Class 17 contains 330 members 
Mstep: Class 18 contains 2824 members 
Mstep: Class 19 contains 10906 members 
Mstep: Class 20 contains 5435 members 
Mstep: Class 21 contains 8347 members 
Mstep: Class 22 contains 8957 members 
Mstep: Class 23 contains 4518 members 
Mstep: Class 24 contains 25474 members 
Mstep: Class 25 contains 2024 members 
Mstep: Class 26 contains 9473 members 
Mstep: Class 27 contains 2300 members 
Mstep: Class 28 contains 9035 members 
Mstep: Class 29 contains 2085 members 
Mstep: Class 30 contains 110928 members 
Mstep: Class 31 contains 4868 members 
Mstep: Class 32 contains 1002 members 
Mstep: Class 33 contains 23546 members 
Mstep: Class 34 contains 22145 members 
Mstep: Class 35 contains 2597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40876688.000000 Penalty: 74469.898438
Iteration 46Q: 36 clusters Score -4.087669e+07 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 34714 members 
Mstep: Class 3 contains 1226 members 
Mstep: Class 4 contains 4069 members 
Mstep: Class 5 contains 51023 members 
Mstep: Class 6 contains 4410 members 
Mstep: Class 7 contains 46384 members 
Mstep: Class 8 contains 1051 members 
Mstep: Class 9 contains 2611 members 
Mstep: Class 10 contains 2608 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 14525 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 7305 members 
Mstep: Class 15 contains 35126 members 
Mstep: Class 16 contains 1426 members 
Mstep: Class 17 contains 349 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 11428 members 
Mstep: Class 20 contains 5430 members 
Mstep: Class 21 contains 8418 members 
Mstep: Class 22 contains 8942 members 
Mstep: Class 23 contains 4499 members 
Mstep: Class 24 contains 25551 members 
Mstep: Class 25 contains 2102 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 2388 members 
Mstep: Class 28 contains 9089 members 
Mstep: Class 29 contains 2085 members 
Mstep: Class 30 contains 110888 members 
Mstep: Class 31 contains 4906 members 
Mstep: Class 32 contains 1001 members 
Mstep: Class 33 contains 23394 members 
Mstep: Class 34 contains 22070 members 
Mstep: Class 35 contains 2615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40877656.000000 Penalty: 74469.898438
Iteration 47Q: 36 clusters Score -4.087766e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 34893 members 
Mstep: Class 3 contains 1224 members 
Mstep: Class 4 contains 4042 members 
Mstep: Class 5 contains 50433 members 
Mstep: Class 6 contains 4413 members 
Mstep: Class 7 contains 45829 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 2679 members 
Mstep: Class 10 contains 2576 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 14565 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 7235 members 
Mstep: Class 15 contains 35250 members 
Mstep: Class 16 contains 1427 members 
Mstep: Class 17 contains 365 members 
Mstep: Class 18 contains 2847 members 
Mstep: Class 19 contains 11864 members 
Mstep: Class 20 contains 5431 members 
Mstep: Class 21 contains 8468 members 
Mstep: Class 22 contains 8932 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 25613 members 
Mstep: Class 25 contains 2167 members 
Mstep: Class 26 contains 9640 members 
Mstep: Class 27 contains 2465 members 
Mstep: Class 28 contains 9107 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110851 members 
Mstep: Class 31 contains 4930 members 
Mstep: Class 32 contains 997 members 
Mstep: Class 33 contains 23225 members 
Mstep: Class 34 contains 22024 members 
Mstep: Class 35 contains 2625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878508.000000 Penalty: 74469.898438
Iteration 48Q: 36 clusters Score -4.087851e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 35088 members 
Mstep: Class 3 contains 1229 members 
Mstep: Class 4 contains 4027 members 
Mstep: Class 5 contains 49875 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 45356 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 2761 members 
Mstep: Class 10 contains 2549 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 14601 members 
Mstep: Class 13 contains 1669 members 
Mstep: Class 14 contains 7170 members 
Mstep: Class 15 contains 35349 members 
Mstep: Class 16 contains 1430 members 
Mstep: Class 17 contains 376 members 
Mstep: Class 18 contains 2874 members 
Mstep: Class 19 contains 12233 members 
Mstep: Class 20 contains 5434 members 
Mstep: Class 21 contains 8512 members 
Mstep: Class 22 contains 8913 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 25647 members 
Mstep: Class 25 contains 2219 members 
Mstep: Class 26 contains 9709 members 
Mstep: Class 27 contains 2520 members 
Mstep: Class 28 contains 9117 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 110836 members 
Mstep: Class 31 contains 4942 members 
Mstep: Class 32 contains 994 members 
Mstep: Class 33 contains 23060 members 
Mstep: Class 34 contains 21982 members 
Mstep: Class 35 contains 2647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40878992.000000 Penalty: 74469.898438
Iteration 49Q: 36 clusters Score -4.087899e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 35283 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4023 members 
Mstep: Class 5 contains 49364 members 
Mstep: Class 6 contains 4414 members 
Mstep: Class 7 contains 44981 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 2822 members 
Mstep: Class 10 contains 2526 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 14638 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 7131 members 
Mstep: Class 15 contains 35438 members 
Mstep: Class 16 contains 1436 members 
Mstep: Class 17 contains 381 members 
Mstep: Class 18 contains 2890 members 
Mstep: Class 19 contains 12568 members 
Mstep: Class 20 contains 5425 members 
Mstep: Class 21 contains 8553 members 
Mstep: Class 22 contains 8904 members 
Mstep: Class 23 contains 4431 members 
Mstep: Class 24 contains 25673 members 
Mstep: Class 25 contains 2251 members 
Mstep: Class 26 contains 9773 members 
Mstep: Class 27 contains 2579 members 
Mstep: Class 28 contains 9108 members 
Mstep: Class 29 contains 2081 members 
Mstep: Class 30 contains 110817 members 
Mstep: Class 31 contains 4945 members 
Mstep: Class 32 contains 992 members 
Mstep: Class 33 contains 22909 members 
Mstep: Class 34 contains 21929 members 
Mstep: Class 35 contains 2667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879436.000000 Penalty: 74469.898438
Iteration 50Q: 36 clusters Score -4.087944e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 35445 members 
Mstep: Class 3 contains 1234 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 48911 members 
Mstep: Class 6 contains 4434 members 
Mstep: Class 7 contains 44674 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 2869 members 
Mstep: Class 10 contains 2501 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 7086 members 
Mstep: Class 15 contains 35523 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 385 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 12866 members 
Mstep: Class 20 contains 5423 members 
Mstep: Class 21 contains 8572 members 
Mstep: Class 22 contains 8894 members 
Mstep: Class 23 contains 4409 members 
Mstep: Class 24 contains 25640 members 
Mstep: Class 25 contains 2298 members 
Mstep: Class 26 contains 9814 members 
Mstep: Class 27 contains 2633 members 
Mstep: Class 28 contains 9086 members 
Mstep: Class 29 contains 2083 members 
Mstep: Class 30 contains 110804 members 
Mstep: Class 31 contains 4937 members 
Mstep: Class 32 contains 987 members 
Mstep: Class 33 contains 22806 members 
Mstep: Class 34 contains 21892 members 
Mstep: Class 35 contains 2684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40879872.000000 Penalty: 74469.898438
Iteration 51Q: 36 clusters Score -4.087987e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 35565 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 4019 members 
Mstep: Class 5 contains 48545 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 44423 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 2907 members 
Mstep: Class 10 contains 2479 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 14696 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 7056 members 
Mstep: Class 15 contains 35608 members 
Mstep: Class 16 contains 1441 members 
Mstep: Class 17 contains 390 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 13164 members 
Mstep: Class 20 contains 5416 members 
Mstep: Class 21 contains 8600 members 
Mstep: Class 22 contains 8885 members 
Mstep: Class 23 contains 4388 members 
Mstep: Class 24 contains 25589 members 
Mstep: Class 25 contains 2343 members 
Mstep: Class 26 contains 9854 members 
Mstep: Class 27 contains 2680 members 
Mstep: Class 28 contains 9036 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110790 members 
Mstep: Class 31 contains 4929 members 
Mstep: Class 32 contains 984 members 
Mstep: Class 33 contains 22694 members 
Mstep: Class 34 contains 21855 members 
Mstep: Class 35 contains 2700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880128.000000 Penalty: 74469.898438
Iteration 52Q: 36 clusters Score -4.088013e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 35668 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4018 members 
Mstep: Class 5 contains 48214 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 44201 members 
Mstep: Class 8 contains 1052 members 
Mstep: Class 9 contains 2967 members 
Mstep: Class 10 contains 2464 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 14721 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 7028 members 
Mstep: Class 15 contains 35683 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 393 members 
Mstep: Class 18 contains 2901 members 
Mstep: Class 19 contains 13406 members 
Mstep: Class 20 contains 5412 members 
Mstep: Class 21 contains 8620 members 
Mstep: Class 22 contains 8887 members 
Mstep: Class 23 contains 4369 members 
Mstep: Class 24 contains 25553 members 
Mstep: Class 25 contains 2370 members 
Mstep: Class 26 contains 9884 members 
Mstep: Class 27 contains 2719 members 
Mstep: Class 28 contains 8997 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110774 members 
Mstep: Class 31 contains 4919 members 
Mstep: Class 32 contains 979 members 
Mstep: Class 33 contains 22599 members 
Mstep: Class 34 contains 21816 members 
Mstep: Class 35 contains 2711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880208.000000 Penalty: 74469.898438
Iteration 53Q: 36 clusters Score -4.088021e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 35752 members 
Mstep: Class 3 contains 1236 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 47919 members 
Mstep: Class 6 contains 4459 members 
Mstep: Class 7 contains 44029 members 
Mstep: Class 8 contains 1055 members 
Mstep: Class 9 contains 3025 members 
Mstep: Class 10 contains 2455 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 14745 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 15 contains 35752 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 396 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 13624 members 
Mstep: Class 20 contains 5409 members 
Mstep: Class 21 contains 8636 members 
Mstep: Class 22 contains 8881 members 
Mstep: Class 23 contains 4346 members 
Mstep: Class 24 contains 25494 members 
Mstep: Class 25 contains 2399 members 
Mstep: Class 26 contains 9917 members 
Mstep: Class 27 contains 2775 members 
Mstep: Class 28 contains 8951 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110763 members 
Mstep: Class 31 contains 4906 members 
Mstep: Class 32 contains 975 members 
Mstep: Class 33 contains 22503 members 
Mstep: Class 34 contains 21774 members 
Mstep: Class 35 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880364.000000 Penalty: 74469.898438
Iteration 54Q: 36 clusters Score -4.088036e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 35840 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4016 members 
Mstep: Class 5 contains 47666 members 
Mstep: Class 6 contains 4456 members 
Mstep: Class 7 contains 43890 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 3072 members 
Mstep: Class 10 contains 2449 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 14766 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 6984 members 
Mstep: Class 15 contains 35823 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 13806 members 
Mstep: Class 20 contains 5411 members 
Mstep: Class 21 contains 8650 members 
Mstep: Class 22 contains 8876 members 
Mstep: Class 23 contains 4320 members 
Mstep: Class 24 contains 25431 members 
Mstep: Class 25 contains 2432 members 
Mstep: Class 26 contains 9941 members 
Mstep: Class 27 contains 2820 members 
Mstep: Class 28 contains 8916 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110750 members 
Mstep: Class 31 contains 4887 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22409 members 
Mstep: Class 34 contains 21729 members 
Mstep: Class 35 contains 2751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880496.000000 Penalty: 74469.898438
Iteration 55Q: 36 clusters Score -4.08805e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 35874 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 47474 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 7 contains 43767 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 3120 members 
Mstep: Class 10 contains 2446 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 14765 members 
Mstep: Class 13 contains 1668 members 
Mstep: Class 14 contains 6964 members 
Mstep: Class 15 contains 35892 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 2911 members 
Mstep: Class 19 contains 13962 members 
Mstep: Class 20 contains 5413 members 
Mstep: Class 21 contains 8666 members 
Mstep: Class 22 contains 8873 members 
Mstep: Class 23 contains 4301 members 
Mstep: Class 24 contains 25353 members 
Mstep: Class 25 contains 2458 members 
Mstep: Class 26 contains 9964 members 
Mstep: Class 27 contains 2867 members 
Mstep: Class 28 contains 8877 members 
Mstep: Class 29 contains 2084 members 
Mstep: Class 30 contains 110725 members 
Mstep: Class 31 contains 4873 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22348 members 
Mstep: Class 34 contains 21693 members 
Mstep: Class 35 contains 2767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880624.000000 Penalty: 74469.898438
Iteration 56Q: 36 clusters Score -4.088062e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 35890 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4008 members 
Mstep: Class 5 contains 47318 members 
Mstep: Class 6 contains 4464 members 
Mstep: Class 7 contains 43673 members 
Mstep: Class 8 contains 1056 members 
Mstep: Class 9 contains 3138 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 14761 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 14 contains 6948 members 
Mstep: Class 15 contains 35944 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 399 members 
Mstep: Class 18 contains 2919 members 
Mstep: Class 19 contains 14116 members 
Mstep: Class 20 contains 5411 members 
Mstep: Class 21 contains 8682 members 
Mstep: Class 22 contains 8873 members 
Mstep: Class 23 contains 4285 members 
Mstep: Class 24 contains 25287 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 9975 members 
Mstep: Class 27 contains 2914 members 
Mstep: Class 28 contains 8834 members 
Mstep: Class 29 contains 2085 members 
Mstep: Class 30 contains 110718 members 
Mstep: Class 31 contains 4858 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22315 members 
Mstep: Class 34 contains 21656 members 
Mstep: Class 35 contains 2781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880760.000000 Penalty: 74469.898438
Iteration 57Q: 36 clusters Score -4.088076e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 35925 members 
Mstep: Class 3 contains 1230 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 47162 members 
Mstep: Class 6 contains 4479 members 
Mstep: Class 7 contains 43591 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 14754 members 
Mstep: Class 13 contains 1666 members 
Mstep: Class 14 contains 6937 members 
Mstep: Class 15 contains 35999 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 400 members 
Mstep: Class 18 contains 2922 members 
Mstep: Class 19 contains 14261 members 
Mstep: Class 20 contains 5401 members 
Mstep: Class 21 contains 8689 members 
Mstep: Class 22 contains 8871 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 25238 members 
Mstep: Class 25 contains 2496 members 
Mstep: Class 26 contains 9991 members 
Mstep: Class 27 contains 2957 members 
Mstep: Class 28 contains 8785 members 
Mstep: Class 29 contains 2087 members 
Mstep: Class 30 contains 110700 members 
Mstep: Class 31 contains 4845 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22271 members 
Mstep: Class 34 contains 21627 members 
Mstep: Class 35 contains 2792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880688.000000 Penalty: 74469.898438
Iteration 58Q: 36 clusters Score -4.088069e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 35962 members 
Mstep: Class 3 contains 1233 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 47026 members 
Mstep: Class 6 contains 4491 members 
Mstep: Class 7 contains 43502 members 
Mstep: Class 8 contains 1058 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 14747 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 6919 members 
Mstep: Class 15 contains 36046 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 404 members 
Mstep: Class 18 contains 2928 members 
Mstep: Class 19 contains 14371 members 
Mstep: Class 20 contains 5402 members 
Mstep: Class 21 contains 8698 members 
Mstep: Class 22 contains 8860 members 
Mstep: Class 23 contains 4267 members 
Mstep: Class 24 contains 25182 members 
Mstep: Class 25 contains 2516 members 
Mstep: Class 26 contains 10000 members 
Mstep: Class 27 contains 3003 members 
Mstep: Class 28 contains 8763 members 
Mstep: Class 29 contains 2089 members 
Mstep: Class 30 contains 110680 members 
Mstep: Class 31 contains 4837 members 
Mstep: Class 32 contains 973 members 
Mstep: Class 33 contains 22233 members 
Mstep: Class 34 contains 21609 members 
Mstep: Class 35 contains 2805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880864.000000 Penalty: 74469.898438
Iteration 59Q: 36 clusters Score -4.088086e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 35988 members 
Mstep: Class 3 contains 1232 members 
Mstep: Class 4 contains 3997 members 
Mstep: Class 5 contains 46918 members 
Mstep: Class 6 contains 4503 members 
Mstep: Class 7 contains 43416 members 
Mstep: Class 8 contains 1059 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 2445 members 
Mstep: Class 11 contains 4115 members 
Mstep: Class 12 contains 14733 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 6901 members 
Mstep: Class 15 contains 36100 members 
Mstep: Class 16 contains 1444 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 18 contains 2931 members 
Mstep: Class 19 contains 14475 members 
Mstep: Class 20 contains 5403 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 8848 members 
Mstep: Class 23 contains 4264 members 
Mstep: Class 24 contains 25144 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 10014 members 
Mstep: Class 27 contains 3038 members 
Mstep: Class 28 contains 8735 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110649 members 
Mstep: Class 31 contains 4830 members 
Mstep: Class 32 contains 973 members 
Mstep: Class 33 contains 22194 members 
Mstep: Class 34 contains 21596 members 
Mstep: Class 35 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880920.000000 Penalty: 74469.898438
Iteration 60F: 36 clusters Score -4.088092e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 35990 members 
Mstep: Class 3 contains 1225 members 
Mstep: Class 4 contains 3995 members 
Mstep: Class 5 contains 46822 members 
Mstep: Class 6 contains 4514 members 
Mstep: Class 7 contains 43327 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 3241 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 14722 members 
Mstep: Class 13 contains 1664 members 
Mstep: Class 14 contains 6884 members 
Mstep: Class 15 contains 36141 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 420 members 
Mstep: Class 18 contains 2932 members 
Mstep: Class 19 contains 14603 members 
Mstep: Class 20 contains 5402 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 8837 members 
Mstep: Class 23 contains 4262 members 
Mstep: Class 24 contains 25062 members 
Mstep: Class 25 contains 2585 members 
Mstep: Class 26 contains 10030 members 
Mstep: Class 27 contains 3070 members 
Mstep: Class 28 contains 8694 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110631 members 
Mstep: Class 31 contains 4818 members 
Mstep: Class 32 contains 973 members 
Mstep: Class 33 contains 22160 members 
Mstep: Class 34 contains 21586 members 
Mstep: Class 35 contains 2829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881136.000000 Penalty: 74469.898438
Iteration 61Q: 36 clusters Score -4.088114e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 35976 members 
Mstep: Class 3 contains 1218 members 
Mstep: Class 4 contains 3990 members 
Mstep: Class 5 contains 46746 members 
Mstep: Class 6 contains 4537 members 
Mstep: Class 7 contains 43244 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 3264 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6875 members 
Mstep: Class 15 contains 36178 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 430 members 
Mstep: Class 18 contains 2936 members 
Mstep: Class 19 contains 14725 members 
Mstep: Class 20 contains 5395 members 
Mstep: Class 21 contains 8732 members 
Mstep: Class 22 contains 8819 members 
Mstep: Class 23 contains 4258 members 
Mstep: Class 24 contains 24964 members 
Mstep: Class 25 contains 2649 members 
Mstep: Class 26 contains 10037 members 
Mstep: Class 27 contains 3092 members 
Mstep: Class 28 contains 8657 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110622 members 
Mstep: Class 31 contains 4804 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22133 members 
Mstep: Class 34 contains 21588 members 
Mstep: Class 35 contains 2846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881260.000000 Penalty: 74469.898438
Iteration 62Q: 36 clusters Score -4.088126e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 35983 members 
Mstep: Class 3 contains 1216 members 
Mstep: Class 4 contains 3989 members 
Mstep: Class 5 contains 46685 members 
Mstep: Class 6 contains 4551 members 
Mstep: Class 7 contains 43175 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 3284 members 
Mstep: Class 10 contains 2444 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 14708 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6854 members 
Mstep: Class 15 contains 36213 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2940 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 5387 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 8811 members 
Mstep: Class 23 contains 4255 members 
Mstep: Class 24 contains 24853 members 
Mstep: Class 25 contains 2732 members 
Mstep: Class 26 contains 10045 members 
Mstep: Class 27 contains 3105 members 
Mstep: Class 28 contains 8621 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110622 members 
Mstep: Class 31 contains 4795 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22108 members 
Mstep: Class 34 contains 21580 members 
Mstep: Class 35 contains 2857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881360.000000 Penalty: 74469.898438
Iteration 63Q: 36 clusters Score -4.088136e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 35991 members 
Mstep: Class 3 contains 1213 members 
Mstep: Class 4 contains 3986 members 
Mstep: Class 5 contains 46636 members 
Mstep: Class 6 contains 4566 members 
Mstep: Class 7 contains 43111 members 
Mstep: Class 8 contains 1064 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 2443 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6837 members 
Mstep: Class 15 contains 36236 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 14898 members 
Mstep: Class 20 contains 5383 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 8808 members 
Mstep: Class 23 contains 4253 members 
Mstep: Class 24 contains 24728 members 
Mstep: Class 25 contains 2833 members 
Mstep: Class 26 contains 10047 members 
Mstep: Class 27 contains 3124 members 
Mstep: Class 28 contains 8577 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110625 members 
Mstep: Class 31 contains 4784 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 22084 members 
Mstep: Class 34 contains 21568 members 
Mstep: Class 35 contains 2877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881520.000000 Penalty: 74469.898438
Iteration 64Q: 36 clusters Score -4.088152e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 35993 members 
Mstep: Class 3 contains 1211 members 
Mstep: Class 4 contains 3980 members 
Mstep: Class 5 contains 46583 members 
Mstep: Class 6 contains 4588 members 
Mstep: Class 7 contains 43059 members 
Mstep: Class 8 contains 1066 members 
Mstep: Class 9 contains 3330 members 
Mstep: Class 10 contains 2442 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 14675 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6826 members 
Mstep: Class 15 contains 36267 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 14974 members 
Mstep: Class 20 contains 5377 members 
Mstep: Class 21 contains 8741 members 
Mstep: Class 22 contains 8807 members 
Mstep: Class 23 contains 4251 members 
Mstep: Class 24 contains 24589 members 
Mstep: Class 25 contains 2942 members 
Mstep: Class 26 contains 10041 members 
Mstep: Class 27 contains 3147 members 
Mstep: Class 28 contains 8535 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110615 members 
Mstep: Class 31 contains 4775 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 22061 members 
Mstep: Class 34 contains 21554 members 
Mstep: Class 35 contains 2893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881656.000000 Penalty: 74469.898438
Iteration 65Q: 36 clusters Score -4.088166e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 36001 members 
Mstep: Class 3 contains 1209 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 46538 members 
Mstep: Class 6 contains 4604 members 
Mstep: Class 7 contains 43022 members 
Mstep: Class 8 contains 1070 members 
Mstep: Class 9 contains 3347 members 
Mstep: Class 10 contains 2440 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 14662 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6812 members 
Mstep: Class 15 contains 36297 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 2944 members 
Mstep: Class 19 contains 15050 members 
Mstep: Class 20 contains 5373 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 8798 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 24446 members 
Mstep: Class 25 contains 3067 members 
Mstep: Class 26 contains 10034 members 
Mstep: Class 27 contains 3176 members 
Mstep: Class 28 contains 8489 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110606 members 
Mstep: Class 31 contains 4773 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 22047 members 
Mstep: Class 34 contains 21545 members 
Mstep: Class 35 contains 2903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881824.000000 Penalty: 74469.898438
Iteration 66Q: 36 clusters Score -4.088182e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 36017 members 
Mstep: Class 3 contains 1208 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 46491 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 42982 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3367 members 
Mstep: Class 10 contains 2438 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6798 members 
Mstep: Class 15 contains 36322 members 
Mstep: Class 16 contains 1443 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 15104 members 
Mstep: Class 20 contains 5369 members 
Mstep: Class 21 contains 8735 members 
Mstep: Class 22 contains 8787 members 
Mstep: Class 23 contains 4244 members 
Mstep: Class 24 contains 24315 members 
Mstep: Class 25 contains 3184 members 
Mstep: Class 26 contains 10030 members 
Mstep: Class 27 contains 3200 members 
Mstep: Class 28 contains 8464 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110600 members 
Mstep: Class 31 contains 4764 members 
Mstep: Class 32 contains 976 members 
Mstep: Class 33 contains 22026 members 
Mstep: Class 34 contains 21531 members 
Mstep: Class 35 contains 2919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40881996.000000 Penalty: 74469.898438
Iteration 67Q: 36 clusters Score -4.0882e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 36016 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 3972 members 
Mstep: Class 5 contains 46458 members 
Mstep: Class 6 contains 4627 members 
Mstep: Class 7 contains 42939 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 3389 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6776 members 
Mstep: Class 15 contains 36340 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 5368 members 
Mstep: Class 21 contains 8734 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 4240 members 
Mstep: Class 24 contains 24196 members 
Mstep: Class 25 contains 3302 members 
Mstep: Class 26 contains 10031 members 
Mstep: Class 27 contains 3217 members 
Mstep: Class 28 contains 8433 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110611 members 
Mstep: Class 31 contains 4758 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 21998 members 
Mstep: Class 34 contains 21525 members 
Mstep: Class 35 contains 2932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882116.000000 Penalty: 74469.898438
Iteration 68Q: 36 clusters Score -4.088212e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 36014 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 3968 members 
Mstep: Class 5 contains 46420 members 
Mstep: Class 6 contains 4640 members 
Mstep: Class 7 contains 42897 members 
Mstep: Class 8 contains 1080 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14648 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6762 members 
Mstep: Class 15 contains 36363 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 15214 members 
Mstep: Class 20 contains 5365 members 
Mstep: Class 21 contains 8737 members 
Mstep: Class 22 contains 8763 members 
Mstep: Class 23 contains 4235 members 
Mstep: Class 24 contains 24064 members 
Mstep: Class 25 contains 3428 members 
Mstep: Class 26 contains 10030 members 
Mstep: Class 27 contains 3234 members 
Mstep: Class 28 contains 8397 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110611 members 
Mstep: Class 31 contains 4753 members 
Mstep: Class 32 contains 974 members 
Mstep: Class 33 contains 21969 members 
Mstep: Class 34 contains 21520 members 
Mstep: Class 35 contains 2944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882256.000000 Penalty: 74469.898438
Iteration 69Q: 36 clusters Score -4.088226e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 36038 members 
Mstep: Class 3 contains 1207 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 46387 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 42863 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3415 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14643 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6760 members 
Mstep: Class 15 contains 36387 members 
Mstep: Class 16 contains 1446 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 15258 members 
Mstep: Class 20 contains 5357 members 
Mstep: Class 21 contains 8738 members 
Mstep: Class 22 contains 8756 members 
Mstep: Class 23 contains 4231 members 
Mstep: Class 24 contains 23945 members 
Mstep: Class 25 contains 3527 members 
Mstep: Class 26 contains 10029 members 
Mstep: Class 27 contains 3254 members 
Mstep: Class 28 contains 8362 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110600 members 
Mstep: Class 31 contains 4754 members 
Mstep: Class 32 contains 972 members 
Mstep: Class 33 contains 21946 members 
Mstep: Class 34 contains 21517 members 
Mstep: Class 35 contains 2951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882364.000000 Penalty: 74469.898438
Iteration 70Q: 36 clusters Score -4.088236e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 36053 members 
Mstep: Class 3 contains 1206 members 
Mstep: Class 4 contains 3953 members 
Mstep: Class 5 contains 46366 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 42828 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3432 members 
Mstep: Class 10 contains 2435 members 
Mstep: Class 11 contains 4129 members 
Mstep: Class 12 contains 14648 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 36415 members 
Mstep: Class 16 contains 1447 members 
Mstep: Class 17 contains 477 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 15280 members 
Mstep: Class 20 contains 5350 members 
Mstep: Class 21 contains 8739 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 4228 members 
Mstep: Class 24 contains 23821 members 
Mstep: Class 25 contains 3642 members 
Mstep: Class 26 contains 10025 members 
Mstep: Class 27 contains 3274 members 
Mstep: Class 28 contains 8322 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110585 members 
Mstep: Class 31 contains 4748 members 
Mstep: Class 32 contains 969 members 
Mstep: Class 33 contains 21927 members 
Mstep: Class 34 contains 21516 members 
Mstep: Class 35 contains 2961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882440.000000 Penalty: 74469.898438
Iteration 71Q: 36 clusters Score -4.088244e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 36053 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 46349 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 42792 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3442 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 14649 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6755 members 
Mstep: Class 15 contains 36443 members 
Mstep: Class 16 contains 1449 members 
Mstep: Class 17 contains 480 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 15316 members 
Mstep: Class 20 contains 5341 members 
Mstep: Class 21 contains 8732 members 
Mstep: Class 22 contains 8742 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 23713 members 
Mstep: Class 25 contains 3753 members 
Mstep: Class 26 contains 10024 members 
Mstep: Class 27 contains 3288 members 
Mstep: Class 28 contains 8270 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4749 members 
Mstep: Class 32 contains 967 members 
Mstep: Class 33 contains 21905 members 
Mstep: Class 34 contains 21515 members 
Mstep: Class 35 contains 2974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882432.000000 Penalty: 74469.898438
Iteration 72Q: 36 clusters Score -4.088243e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 36059 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3936 members 
Mstep: Class 5 contains 46325 members 
Mstep: Class 6 contains 4684 members 
Mstep: Class 7 contains 42756 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3459 members 
Mstep: Class 10 contains 2437 members 
Mstep: Class 11 contains 4132 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6764 members 
Mstep: Class 15 contains 36466 members 
Mstep: Class 16 contains 1451 members 
Mstep: Class 17 contains 483 members 
Mstep: Class 18 contains 2959 members 
Mstep: Class 19 contains 15343 members 
Mstep: Class 20 contains 5329 members 
Mstep: Class 21 contains 8728 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 23621 members 
Mstep: Class 25 contains 3860 members 
Mstep: Class 26 contains 10022 members 
Mstep: Class 27 contains 3304 members 
Mstep: Class 28 contains 8225 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110561 members 
Mstep: Class 31 contains 4746 members 
Mstep: Class 32 contains 966 members 
Mstep: Class 33 contains 21885 members 
Mstep: Class 34 contains 21506 members 
Mstep: Class 35 contains 2981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882560.000000 Penalty: 74469.898438
Iteration 73Q: 36 clusters Score -4.088256e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 36071 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 3929 members 
Mstep: Class 5 contains 46311 members 
Mstep: Class 6 contains 4694 members 
Mstep: Class 7 contains 42715 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4133 members 
Mstep: Class 12 contains 14654 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6761 members 
Mstep: Class 15 contains 36486 members 
Mstep: Class 16 contains 1452 members 
Mstep: Class 17 contains 486 members 
Mstep: Class 18 contains 2958 members 
Mstep: Class 19 contains 15369 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 8726 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 23520 members 
Mstep: Class 25 contains 3958 members 
Mstep: Class 26 contains 10018 members 
Mstep: Class 27 contains 3322 members 
Mstep: Class 28 contains 8183 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110559 members 
Mstep: Class 31 contains 4740 members 
Mstep: Class 32 contains 964 members 
Mstep: Class 33 contains 21877 members 
Mstep: Class 34 contains 21506 members 
Mstep: Class 35 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882504.000000 Penalty: 74469.898438
Iteration 74Q: 36 clusters Score -4.08825e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 36097 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 3926 members 
Mstep: Class 5 contains 46297 members 
Mstep: Class 6 contains 4699 members 
Mstep: Class 7 contains 42685 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 3501 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 14650 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6753 members 
Mstep: Class 15 contains 36500 members 
Mstep: Class 16 contains 1454 members 
Mstep: Class 17 contains 491 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 15377 members 
Mstep: Class 20 contains 5315 members 
Mstep: Class 21 contains 8715 members 
Mstep: Class 22 contains 8723 members 
Mstep: Class 23 contains 4226 members 
Mstep: Class 24 contains 23429 members 
Mstep: Class 25 contains 4061 members 
Mstep: Class 26 contains 10019 members 
Mstep: Class 27 contains 3330 members 
Mstep: Class 28 contains 8138 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110554 members 
Mstep: Class 31 contains 4743 members 
Mstep: Class 32 contains 961 members 
Mstep: Class 33 contains 21856 members 
Mstep: Class 34 contains 21510 members 
Mstep: Class 35 contains 2986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882672.000000 Penalty: 74469.898438
Iteration 75Q: 36 clusters Score -4.088267e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 36103 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 46287 members 
Mstep: Class 6 contains 4707 members 
Mstep: Class 7 contains 42664 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3515 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6748 members 
Mstep: Class 15 contains 36510 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 492 members 
Mstep: Class 18 contains 2956 members 
Mstep: Class 19 contains 15393 members 
Mstep: Class 20 contains 5315 members 
Mstep: Class 21 contains 8710 members 
Mstep: Class 22 contains 8721 members 
Mstep: Class 23 contains 4225 members 
Mstep: Class 24 contains 23360 members 
Mstep: Class 25 contains 4145 members 
Mstep: Class 26 contains 10020 members 
Mstep: Class 27 contains 3336 members 
Mstep: Class 28 contains 8100 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110550 members 
Mstep: Class 31 contains 4743 members 
Mstep: Class 32 contains 958 members 
Mstep: Class 33 contains 21846 members 
Mstep: Class 34 contains 21510 members 
Mstep: Class 35 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882632.000000 Penalty: 74469.898438
Iteration 76Q: 36 clusters Score -4.088263e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 36121 members 
Mstep: Class 3 contains 1202 members 
Mstep: Class 4 contains 3924 members 
Mstep: Class 5 contains 46269 members 
Mstep: Class 6 contains 4713 members 
Mstep: Class 7 contains 42640 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3537 members 
Mstep: Class 10 contains 2436 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 14637 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6742 members 
Mstep: Class 15 contains 36519 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 495 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15412 members 
Mstep: Class 20 contains 5317 members 
Mstep: Class 21 contains 8712 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23278 members 
Mstep: Class 25 contains 4224 members 
Mstep: Class 26 contains 10017 members 
Mstep: Class 27 contains 3338 members 
Mstep: Class 28 contains 8060 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110547 members 
Mstep: Class 31 contains 4740 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21848 members 
Mstep: Class 34 contains 21510 members 
Mstep: Class 35 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882668.000000 Penalty: 74469.898438
Iteration 77Q: 36 clusters Score -4.088267e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 36123 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3923 members 
Mstep: Class 5 contains 46258 members 
Mstep: Class 6 contains 4719 members 
Mstep: Class 7 contains 42615 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3561 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14636 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6736 members 
Mstep: Class 15 contains 36528 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 497 members 
Mstep: Class 18 contains 2955 members 
Mstep: Class 19 contains 15430 members 
Mstep: Class 20 contains 5314 members 
Mstep: Class 21 contains 8713 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23203 members 
Mstep: Class 25 contains 4299 members 
Mstep: Class 26 contains 10016 members 
Mstep: Class 27 contains 3341 members 
Mstep: Class 28 contains 8029 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110548 members 
Mstep: Class 31 contains 4735 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21841 members 
Mstep: Class 34 contains 21507 members 
Mstep: Class 35 contains 2983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40882648.000000 Penalty: 74469.898438
Iteration 78Q: 36 clusters Score -4.088265e+07 nChanged 338
Entering ConstructFrom: 
Score: -40882648.000000 Penalty: 74469.898438
Entering ConstructFrom: 
Trying to split cluster 1 (19401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Entering Unmasked Estep 
Score: -1700219.375000 Penalty: 1604.375488
	Iteration 0F: 2 clusters Score -1700219 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -1686897.125000 Penalty: 3208.750977
	Iteration 0F: 3 clusters Score -1686897 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1691774.875000 Penalty: 3208.750977
	Iteration 1F: 3 clusters Score -1691775 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1692286.875000 Penalty: 3208.750977
	Iteration 2F: 3 clusters Score -1692287 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -1692957.500000 Penalty: 3208.750977
	Iteration 3F: 3 clusters Score -1692958 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1693816.750000 Penalty: 3208.750977
	Iteration 4F: 3 clusters Score -1693817 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1694719.875000 Penalty: 3208.750977
	Iteration 5F: 3 clusters Score -1694720 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1695716.125000 Penalty: 3208.750977
	Iteration 6F: 3 clusters Score -1695716 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1696691.750000 Penalty: 3208.750977
	Iteration 7F: 3 clusters Score -1696692 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1697468.375000 Penalty: 3208.750977
	Iteration 8Q: 3 clusters Score -1697468 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1698012.125000 Penalty: 3208.750977
	Iteration 9Q: 3 clusters Score -1698012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1698352.125000 Penalty: 3208.750977
	Iteration 10Q: 3 clusters Score -1698352 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1698573.125000 Penalty: 3208.750977
	Iteration 11Q: 3 clusters Score -1698573 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1698684.125000 Penalty: 3208.750977
	Iteration 12Q: 3 clusters Score -1698684 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1698750.375000 Penalty: 3208.750977
	Iteration 13Q: 3 clusters Score -1698750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1698786.375000 Penalty: 3208.750977
	Iteration 14Q: 3 clusters Score -1698786 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1698808.125000 Penalty: 3208.750977
	Iteration 15Q: 3 clusters Score -1698808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1698837.625000 Penalty: 3208.750977
	Iteration 16Q: 3 clusters Score -1698838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1698855.125000 Penalty: 3208.750977
	Iteration 17Q: 3 clusters Score -1698855 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1698859.875000 Penalty: 3208.750977
	Iteration 18Q: 3 clusters Score -1698860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1698868.375000 Penalty: 3208.750977
	Iteration 19Q: 3 clusters Score -1698868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1698872.500000 Penalty: 3208.750977
	Iteration 20F: 3 clusters Score -1698872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1698879.125000 Penalty: 3208.750977
	Iteration 21Q: 3 clusters Score -1698879 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19132 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1698887.750000 Penalty: 3208.750977
	Iteration 22Q: 3 clusters Score -1698888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1698893.125000 Penalty: 3208.750977
	Iteration 23Q: 3 clusters Score -1698893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1698896.625000 Penalty: 3208.750977
	Iteration 24Q: 3 clusters Score -1698897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1698896.625000 Penalty: 3208.750977
	Iteration 25Q: 3 clusters Score -1698897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1698896.625000 Penalty: 3208.750977
	Iteration 26F: 3 clusters Score -1698897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Entering Unmasked Estep 
Score: -3203945.250000 Penalty: 1705.408813
	Iteration 0F: 2 clusters Score -3203945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -3179876.750000 Penalty: 3410.817627
	Iteration 0F: 3 clusters Score -3179877 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18859 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3189237.250000 Penalty: 3410.817627
	Iteration 1F: 3 clusters Score -3189237 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -3189934.500000 Penalty: 3410.817627
	Iteration 2Q: 3 clusters Score -3189934 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3190732.000000 Penalty: 3410.817627
	Iteration 3Q: 3 clusters Score -3190732 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -3191601.750000 Penalty: 3410.817627
	Iteration 4F: 3 clusters Score -3191602 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -3192466.250000 Penalty: 3410.817627
	Iteration 5F: 3 clusters Score -3192466 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3193316.250000 Penalty: 3410.817627
	Iteration 6Q: 3 clusters Score -3193316 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -3194080.500000 Penalty: 3410.817627
	Iteration 7Q: 3 clusters Score -3194080 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -3194764.250000 Penalty: 3410.817627
	Iteration 8Q: 3 clusters Score -3194764 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3195365.000000 Penalty: 3410.817627
	Iteration 9Q: 3 clusters Score -3195365 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3195903.000000 Penalty: 3410.817627
	Iteration 10Q: 3 clusters Score -3195903 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -3196369.000000 Penalty: 3410.817627
	Iteration 11Q: 3 clusters Score -3196369 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -3196799.000000 Penalty: 3410.817627
	Iteration 12Q: 3 clusters Score -3196799 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -3197157.750000 Penalty: 3410.817627
	Iteration 13Q: 3 clusters Score -3197158 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25820 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -3197447.750000 Penalty: 3410.817627
	Iteration 14Q: 3 clusters Score -3197448 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3197723.250000 Penalty: 3410.817627
	Iteration 15Q: 3 clusters Score -3197723 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3197973.250000 Penalty: 3410.817627
	Iteration 16Q: 3 clusters Score -3197973 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -3198173.750000 Penalty: 3410.817627
	Iteration 17Q: 3 clusters Score -3198174 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -3198383.500000 Penalty: 3410.817627
	Iteration 18Q: 3 clusters Score -3198384 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -3198591.750000 Penalty: 3410.817627
	Iteration 19Q: 3 clusters Score -3198592 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -3198800.250000 Penalty: 3410.817627
	Iteration 20F: 3 clusters Score -3198800 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29777 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -3199032.750000 Penalty: 3410.817627
	Iteration 21Q: 3 clusters Score -3199033 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30374 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -3199274.750000 Penalty: 3410.817627
	Iteration 22Q: 3 clusters Score -3199275 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30973 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -3199536.500000 Penalty: 3410.817627
	Iteration 23Q: 3 clusters Score -3199536 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -3199834.500000 Penalty: 3410.817627
	Iteration 24Q: 3 clusters Score -3199834 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -3200149.000000 Penalty: 3410.817627
	Iteration 25Q: 3 clusters Score -3200149 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32770 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -3200435.750000 Penalty: 3410.817627
	Iteration 26Q: 3 clusters Score -3200436 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33298 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -3200746.750000 Penalty: 3410.817627
	Iteration 27Q: 3 clusters Score -3200747 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3201046.250000 Penalty: 3410.817627
	Iteration 28Q: 3 clusters Score -3201046 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34234 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -3201310.500000 Penalty: 3410.817627
	Iteration 29Q: 3 clusters Score -3201310 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34642 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3201587.750000 Penalty: 3410.817627
	Iteration 30Q: 3 clusters Score -3201588 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3201833.000000 Penalty: 3410.817627
	Iteration 31Q: 3 clusters Score -3201833 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3201999.000000 Penalty: 3410.817627
	Iteration 32Q: 3 clusters Score -3201999 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3202108.000000 Penalty: 3410.817627
	Iteration 33Q: 3 clusters Score -3202108 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3202191.250000 Penalty: 3410.817627
	Iteration 34Q: 3 clusters Score -3202191 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35592 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3202263.000000 Penalty: 3410.817627
	Iteration 35Q: 3 clusters Score -3202263 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3202314.750000 Penalty: 3410.817627
	Iteration 36Q: 3 clusters Score -3202315 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35709 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3202349.750000 Penalty: 3410.817627
	Iteration 37Q: 3 clusters Score -3202350 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -3202376.750000 Penalty: 3410.817627
	Iteration 38Q: 3 clusters Score -3202377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3202401.500000 Penalty: 3410.817627
	Iteration 39Q: 3 clusters Score -3202402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3202422.250000 Penalty: 3410.817627
	Iteration 40F: 3 clusters Score -3202422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3202435.250000 Penalty: 3410.817627
	Iteration 41Q: 3 clusters Score -3202435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -3202442.250000 Penalty: 3410.817627
	Iteration 42Q: 3 clusters Score -3202442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3202447.000000 Penalty: 3410.817627
	Iteration 43Q: 3 clusters Score -3202447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35822 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3202449.000000 Penalty: 3410.817627
	Iteration 44Q: 3 clusters Score -3202449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3202452.750000 Penalty: 3410.817627
	Iteration 45Q: 3 clusters Score -3202453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3202456.250000 Penalty: 3410.817627
	Iteration 46Q: 3 clusters Score -3202456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3202456.250000 Penalty: 3410.817627
	Iteration 47F: 3 clusters Score -3202456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -79699.421875 Penalty: 1151.730713
	Iteration 0F: 2 clusters Score -79699.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -78147.226562 Penalty: 2303.461426
	Iteration 0F: 3 clusters Score -78147.23 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -78639.007812 Penalty: 2303.461426
	Iteration 1F: 3 clusters Score -78639.01 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -78821.265625 Penalty: 2303.461426
	Iteration 2F: 3 clusters Score -78821.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -78935.078125 Penalty: 2303.461426
	Iteration 3F: 3 clusters Score -78935.08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -79026.195312 Penalty: 2303.461426
	Iteration 4F: 3 clusters Score -79026.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -79059.960938 Penalty: 2303.461426
	Iteration 5Q: 3 clusters Score -79059.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -79094.953125 Penalty: 2303.461426
	Iteration 6Q: 3 clusters Score -79094.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -79118.328125 Penalty: 2303.461426
	Iteration 7Q: 3 clusters Score -79118.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -79141.453125 Penalty: 2303.461426
	Iteration 8Q: 3 clusters Score -79141.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -79171.460938 Penalty: 2303.461426
	Iteration 9Q: 3 clusters Score -79171.46 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -79210.101562 Penalty: 2303.461426
	Iteration 10Q: 3 clusters Score -79210.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -79242.796875 Penalty: 2303.461426
	Iteration 11Q: 3 clusters Score -79242.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -79258.984375 Penalty: 2303.461426
	Iteration 12Q: 3 clusters Score -79258.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -79269.875000 Penalty: 2303.461426
	Iteration 13Q: 3 clusters Score -79269.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -79280.234375 Penalty: 2303.461426
	Iteration 14Q: 3 clusters Score -79280.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -79286.515625 Penalty: 2303.461426
	Iteration 15Q: 3 clusters Score -79286.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -79293.835938 Penalty: 2303.461426
	Iteration 16Q: 3 clusters Score -79293.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -79297.960938 Penalty: 2303.461426
	Iteration 17Q: 3 clusters Score -79297.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -79299.664062 Penalty: 2303.461426
	Iteration 18Q: 3 clusters Score -79299.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -79302.226562 Penalty: 2303.461426
	Iteration 19Q: 3 clusters Score -79302.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -79303.570312 Penalty: 2303.461426
	Iteration 20F: 3 clusters Score -79303.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -79304.234375 Penalty: 2303.461426
	Iteration 21Q: 3 clusters Score -79304.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -79304.234375 Penalty: 2303.461426
	Iteration 22F: 3 clusters Score -79304.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Entering Unmasked Estep 
Score: -337070.781250 Penalty: 1344.500122
	Iteration 0F: 2 clusters Score -337070.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -333739.531250 Penalty: 2689.000244
	Iteration 0F: 3 clusters Score -333739.5 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -334624.375000 Penalty: 2689.000244
	Iteration 1F: 3 clusters Score -334624.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -334802.562500 Penalty: 2689.000244
	Iteration 2F: 3 clusters Score -334802.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -334930.062500 Penalty: 2689.000244
	Iteration 3F: 3 clusters Score -334930.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -335028.062500 Penalty: 2689.000244
	Iteration 4Q: 3 clusters Score -335028.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -335112.125000 Penalty: 2689.000244
	Iteration 5Q: 3 clusters Score -335112.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -335184.718750 Penalty: 2689.000244
	Iteration 6Q: 3 clusters Score -335184.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -335263.937500 Penalty: 2689.000244
	Iteration 7Q: 3 clusters Score -335263.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -335350.312500 Penalty: 2689.000244
	Iteration 8Q: 3 clusters Score -335350.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -335412.968750 Penalty: 2689.000244
	Iteration 9Q: 3 clusters Score -335413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -335464.968750 Penalty: 2689.000244
	Iteration 10Q: 3 clusters Score -335465 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -335512.593750 Penalty: 2689.000244
	Iteration 11Q: 3 clusters Score -335512.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -335552.406250 Penalty: 2689.000244
	Iteration 12Q: 3 clusters Score -335552.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -335575.937500 Penalty: 2689.000244
	Iteration 13Q: 3 clusters Score -335575.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -335591.625000 Penalty: 2689.000244
	Iteration 14Q: 3 clusters Score -335591.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -335601.468750 Penalty: 2689.000244
	Iteration 15Q: 3 clusters Score -335601.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -335610.968750 Penalty: 2689.000244
	Iteration 16Q: 3 clusters Score -335611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -335620.812500 Penalty: 2689.000244
	Iteration 17Q: 3 clusters Score -335620.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -335627.812500 Penalty: 2689.000244
	Iteration 18Q: 3 clusters Score -335627.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -335632.687500 Penalty: 2689.000244
	Iteration 19Q: 3 clusters Score -335632.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -335636.593750 Penalty: 2689.000244
	Iteration 20F: 3 clusters Score -335636.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -335639.500000 Penalty: 2689.000244
	Iteration 21Q: 3 clusters Score -335639.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -335642.781250 Penalty: 2689.000244
	Iteration 22Q: 3 clusters Score -335642.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -335644.781250 Penalty: 2689.000244
	Iteration 23Q: 3 clusters Score -335644.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -335646.187500 Penalty: 2689.000244
	Iteration 24Q: 3 clusters Score -335646.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -335647.781250 Penalty: 2689.000244
	Iteration 25Q: 3 clusters Score -335647.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -335649.000000 Penalty: 2689.000244
	Iteration 26Q: 3 clusters Score -335649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -335651.750000 Penalty: 2689.000244
	Iteration 27Q: 3 clusters Score -335651.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -335654.593750 Penalty: 2689.000244
	Iteration 28Q: 3 clusters Score -335654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -335656.687500 Penalty: 2689.000244
	Iteration 29Q: 3 clusters Score -335656.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -335656.875000 Penalty: 2689.000244
	Iteration 30Q: 3 clusters Score -335656.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -335657.656250 Penalty: 2689.000244
	Iteration 31Q: 3 clusters Score -335657.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -335658.937500 Penalty: 2689.000244
	Iteration 32Q: 3 clusters Score -335658.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -335659.937500 Penalty: 2689.000244
	Iteration 33Q: 3 clusters Score -335659.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -335660.250000 Penalty: 2689.000244
	Iteration 34Q: 3 clusters Score -335660.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -335660.281250 Penalty: 2689.000244
	Iteration 35Q: 3 clusters Score -335660.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -335660.281250 Penalty: 2689.000244
	Iteration 36F: 3 clusters Score -335660.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (46254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46254 members 
Entering Unmasked Estep 
Score: -4055198.500000 Penalty: 1745.559326
	Iteration 0F: 2 clusters Score -4055198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -4024111.500000 Penalty: 3491.118652
	Iteration 0F: 3 clusters Score -4024112 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4036974.250000 Penalty: 3491.118652
	Iteration 1F: 3 clusters Score -4036974 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -4037902.000000 Penalty: 3491.118652
	Iteration 2Q: 3 clusters Score -4037902 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -4039024.500000 Penalty: 3491.118652
	Iteration 3F: 3 clusters Score -4039024 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4040258.500000 Penalty: 3491.118652
	Iteration 4F: 3 clusters Score -4040258 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -4041580.500000 Penalty: 3491.118652
	Iteration 5F: 3 clusters Score -4041580 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -4043016.500000 Penalty: 3491.118652
	Iteration 6F: 3 clusters Score -4043016 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4044549.250000 Penalty: 3491.118652
	Iteration 7F: 3 clusters Score -4044549 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -4046047.500000 Penalty: 3491.118652
	Iteration 8F: 3 clusters Score -4046048 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4047001.250000 Penalty: 3491.118652
	Iteration 9Q: 3 clusters Score -4047001 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -4047453.750000 Penalty: 3491.118652
	Iteration 10Q: 3 clusters Score -4047454 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -4047694.000000 Penalty: 3491.118652
	Iteration 11Q: 3 clusters Score -4047694 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 21354 members 
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	Iteration 12Q: 3 clusters Score -4047864 nChanged 534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24884 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 21349 members 
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	Iteration 14Q: 3 clusters Score -4048040 nChanged 465
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Mstep: Class 1 contains 24944 members 
Mstep: Class 2 contains 21310 members 
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Mstep: Class 1 contains 24966 members 
Mstep: Class 2 contains 21288 members 
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	Iteration 16Q: 3 clusters Score -4048210 nChanged 416
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Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 21238 members 
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Mstep: Class 1 contains 25084 members 
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	Iteration 18Q: 3 clusters Score -4048340 nChanged 328
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Mstep: Class 1 contains 25150 members 
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	Iteration 19Q: 3 clusters Score -4048393 nChanged 296
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Mstep: Class 1 contains 25216 members 
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Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4048430 nChanged 325
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Mstep: Class 1 contains 25301 members 
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	Iteration 21Q: 3 clusters Score -4048477 nChanged 324
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Mstep: Class 1 contains 25405 members 
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	Iteration 22Q: 3 clusters Score -4048502 nChanged 313
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Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 20750 members 
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	Iteration 23Q: 3 clusters Score -4048562 nChanged 283
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Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 20647 members 
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	Iteration 24Q: 3 clusters Score -4048601 nChanged 290
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Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 20519 members 
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	Iteration 25Q: 3 clusters Score -4048631 nChanged 280
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Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 20387 members 
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	Iteration 26Q: 3 clusters Score -4048669 nChanged 241
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Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 20250 members 
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	Iteration 27Q: 3 clusters Score -4048686 nChanged 215
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Mstep: Class 1 contains 26109 members 
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	Iteration 28Q: 3 clusters Score -4048703 nChanged 219
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Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 20040 members 
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	Iteration 29Q: 3 clusters Score -4048728 nChanged 208
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Mstep: Class 1 contains 26332 members 
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	Iteration 30Q: 3 clusters Score -4048753 nChanged 201
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Mstep: Class 1 contains 26469 members 
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	Iteration 31Q: 3 clusters Score -4048780 nChanged 216
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Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 19609 members 
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	Iteration 32Q: 3 clusters Score -4048803 nChanged 238
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Mstep: Class 1 contains 26827 members 
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	Iteration 33Q: 3 clusters Score -4048851 nChanged 250
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	Iteration 34Q: 3 clusters Score -4048888 nChanged 265
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Mstep: Class 1 contains 27272 members 
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	Iteration 35Q: 3 clusters Score -4048903 nChanged 257
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Mstep: Class 1 contains 27501 members 
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	Iteration 36Q: 3 clusters Score -4048955 nChanged 280
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Mstep: Class 1 contains 27745 members 
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	Iteration 37Q: 3 clusters Score -4048993 nChanged 295
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Mstep: Class 1 contains 27996 members 
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	Iteration 38Q: 3 clusters Score -4049047 nChanged 311
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Mstep: Class 1 contains 28271 members 
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	Iteration 39Q: 3 clusters Score -4049092 nChanged 305
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Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 17720 members 
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	Iteration 40F: 3 clusters Score -4049144 nChanged 350
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Mstep: Class 1 contains 28850 members 
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	Iteration 41Q: 3 clusters Score -4049222 nChanged 377
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	Iteration 42Q: 3 clusters Score -4049294 nChanged 365
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	Iteration 43Q: 3 clusters Score -4049359 nChanged 377
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	Iteration 45Q: 3 clusters Score -4049527 nChanged 417
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	Iteration 46Q: 3 clusters Score -4049633 nChanged 397
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	Iteration 47Q: 3 clusters Score -4049720 nChanged 395
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	Iteration 48Q: 3 clusters Score -4049808 nChanged 389
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	Iteration 49Q: 3 clusters Score -4049894 nChanged 369
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	Iteration 50Q: 3 clusters Score -4049965 nChanged 367
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	Iteration 51Q: 3 clusters Score -4050042 nChanged 363
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Mstep: Class 1 contains 32749 members 
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	Iteration 53Q: 3 clusters Score -4050196 nChanged 355
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Mstep: Class 1 contains 33427 members 
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	Iteration 54Q: 3 clusters Score -4050264 nChanged 337
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	Iteration 55Q: 3 clusters Score -4050330 nChanged 364
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	Iteration 56Q: 3 clusters Score -4050430 nChanged 339
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	Iteration 57Q: 3 clusters Score -4050501 nChanged 347
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	Iteration 58Q: 3 clusters Score -4050567 nChanged 330
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	Iteration 59Q: 3 clusters Score -4050627 nChanged 337
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	Iteration 60F: 3 clusters Score -4050690 nChanged 327
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	Iteration 61Q: 3 clusters Score -4050767 nChanged 310
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	Iteration 62Q: 3 clusters Score -4050825 nChanged 323
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	Iteration 63Q: 3 clusters Score -4050880 nChanged 334
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	Iteration 64Q: 3 clusters Score -4050958 nChanged 339
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	Iteration 67Q: 3 clusters Score -4051182 nChanged 332
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	Iteration 76Q: 3 clusters Score -4051984 nChanged 365
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	Iteration 78Q: 3 clusters Score -4052232 nChanged 357
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	Iteration 93Q: 3 clusters Score -4053579 nChanged 68
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	Iteration 94Q: 3 clusters Score -4053605 nChanged 49
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	Iteration 95Q: 3 clusters Score -4053617 nChanged 32
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	Iteration 96Q: 3 clusters Score -4053634 nChanged 32
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	Iteration 98Q: 3 clusters Score -4053654 nChanged 25
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	Iteration 100F: 3 clusters Score -4053674 nChanged 24
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	Iteration 102Q: 3 clusters Score -4053698 nChanged 25
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	Iteration 103Q: 3 clusters Score -4053712 nChanged 20
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	Iteration 104Q: 3 clusters Score -4053710 nChanged 15
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	Iteration 105Q: 3 clusters Score -4053716 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -4053723.000000 Penalty: 3491.118652
	Iteration 106Q: 3 clusters Score -4053723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -4053727.500000 Penalty: 3491.118652
	Iteration 107Q: 3 clusters Score -4053728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45594 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4053730.500000 Penalty: 3491.118652
	Iteration 108Q: 3 clusters Score -4053730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -4053729.250000 Penalty: 3491.118652
	Iteration 109Q: 3 clusters Score -4053729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45599 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4053728.750000 Penalty: 3491.118652
	Iteration 110Q: 3 clusters Score -4053729 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4053730.500000 Penalty: 3491.118652
	Iteration 111Q: 3 clusters Score -4053730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4053731.500000 Penalty: 3491.118652
	Iteration 112Q: 3 clusters Score -4053732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4053735.250000 Penalty: 3491.118652
	Iteration 113Q: 3 clusters Score -4053735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45619 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4053735.000000 Penalty: 3491.118652
	Iteration 114Q: 3 clusters Score -4053735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4053733.500000 Penalty: 3491.118652
	Iteration 115Q: 3 clusters Score -4053734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45620 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4053733.500000 Penalty: 3491.118652
	Iteration 116F: 3 clusters Score -4053734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -403048.250000 Penalty: 1374.885620
	Iteration 0F: 2 clusters Score -403048.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -399230.312500 Penalty: 2749.771240
	Iteration 0F: 3 clusters Score -399230.3 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -400523.718750 Penalty: 2749.771240
	Iteration 1F: 3 clusters Score -400523.7 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -401177.312500 Penalty: 2749.771240
	Iteration 2F: 3 clusters Score -401177.3 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -401855.937500 Penalty: 2749.771240
	Iteration 3F: 3 clusters Score -401855.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -402388.093750 Penalty: 2749.771240
	Iteration 4F: 3 clusters Score -402388.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -402794.156250 Penalty: 2749.771240
	Iteration 5F: 3 clusters Score -402794.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -403047.906250 Penalty: 2749.771240
	Iteration 6Q: 3 clusters Score -403047.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -403213.062500 Penalty: 2749.771240
	Iteration 7Q: 3 clusters Score -403213.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -403306.406250 Penalty: 2749.771240
	Iteration 8Q: 3 clusters Score -403306.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -403348.406250 Penalty: 2749.771240
	Iteration 9Q: 3 clusters Score -403348.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -403373.593750 Penalty: 2749.771240
	Iteration 10Q: 3 clusters Score -403373.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -403406.875000 Penalty: 2749.771240
	Iteration 11Q: 3 clusters Score -403406.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -403437.843750 Penalty: 2749.771240
	Iteration 12Q: 3 clusters Score -403437.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -403464.125000 Penalty: 2749.771240
	Iteration 13Q: 3 clusters Score -403464.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -403495.875000 Penalty: 2749.771240
	Iteration 14Q: 3 clusters Score -403495.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -403516.312500 Penalty: 2749.771240
	Iteration 15Q: 3 clusters Score -403516.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -403528.750000 Penalty: 2749.771240
	Iteration 16Q: 3 clusters Score -403528.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -403535.843750 Penalty: 2749.771240
	Iteration 17Q: 3 clusters Score -403535.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -403540.718750 Penalty: 2749.771240
	Iteration 18Q: 3 clusters Score -403540.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -403543.375000 Penalty: 2749.771240
	Iteration 19Q: 3 clusters Score -403543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -403543.843750 Penalty: 2749.771240
	Iteration 20F: 3 clusters Score -403543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -403544.562500 Penalty: 2749.771240
	Iteration 21Q: 3 clusters Score -403544.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -403544.625000 Penalty: 2749.771240
	Iteration 22Q: 3 clusters Score -403544.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -403546.531250 Penalty: 2749.771240
	Iteration 23Q: 3 clusters Score -403546.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -403547.062500 Penalty: 2749.771240
	Iteration 24Q: 3 clusters Score -403547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -403547.062500 Penalty: 2749.771240
	Iteration 25F: 3 clusters Score -403547.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 1289 members 
Entering Unmasked Estep 
Score: -40882332.000000 Penalty: 76597.609375
Splitting cluster 6 changes total score from -40882648.000000 to -40882332.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42594 members 
Entering Unmasked Estep 
Score: -3795091.500000 Penalty: 1732.163696
	Iteration 0F: 2 clusters Score -3795092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3766610.000000 Penalty: 3464.327393
	Iteration 0F: 3 clusters Score -3766610 nChanged 19922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -3777578.750000 Penalty: 3464.327393
	Iteration 1F: 3 clusters Score -3777579 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -3778093.750000 Penalty: 3464.327393
	Iteration 2Q: 3 clusters Score -3778094 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -3778781.250000 Penalty: 3464.327393
	Iteration 3Q: 3 clusters Score -3778781 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3779776.250000 Penalty: 3464.327393
	Iteration 4Q: 3 clusters Score -3779776 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -3781208.750000 Penalty: 3464.327393
	Iteration 5F: 3 clusters Score -3781209 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -3783033.500000 Penalty: 3464.327393
	Iteration 6F: 3 clusters Score -3783034 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3784978.750000 Penalty: 3464.327393
	Iteration 7F: 3 clusters Score -3784979 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3786700.500000 Penalty: 3464.327393
	Iteration 8F: 3 clusters Score -3786700 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -3787968.250000 Penalty: 3464.327393
	Iteration 9F: 3 clusters Score -3787968 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 32781 members 
Entering Unmasked Estep 
Score: -3789016.500000 Penalty: 3464.327393
	Iteration 10Q: 3 clusters Score -3789016 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3789889.750000 Penalty: 3464.327393
	Iteration 11Q: 3 clusters Score -3789890 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -3790628.000000 Penalty: 3464.327393
	Iteration 12Q: 3 clusters Score -3790628 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 35987 members 
Entering Unmasked Estep 
Score: -3791337.250000 Penalty: 3464.327393
	Iteration 13Q: 3 clusters Score -3791337 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -3791905.000000 Penalty: 3464.327393
	Iteration 14Q: 3 clusters Score -3791905 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -3792348.750000 Penalty: 3464.327393
	Iteration 15Q: 3 clusters Score -3792349 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -3792614.500000 Penalty: 3464.327393
	Iteration 16Q: 3 clusters Score -3792614 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -3792813.500000 Penalty: 3464.327393
	Iteration 17Q: 3 clusters Score -3792814 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -3792964.750000 Penalty: 3464.327393
	Iteration 18Q: 3 clusters Score -3792965 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 38625 members 
Entering Unmasked Estep 
Score: -3793095.000000 Penalty: 3464.327393
	Iteration 19Q: 3 clusters Score -3793095 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 38856 members 
Entering Unmasked Estep 
Score: -3793198.500000 Penalty: 3464.327393
	Iteration 20F: 3 clusters Score -3793198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 39051 members 
Entering Unmasked Estep 
Score: -3793276.750000 Penalty: 3464.327393
	Iteration 21Q: 3 clusters Score -3793277 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 39243 members 
Entering Unmasked Estep 
Score: -3793324.750000 Penalty: 3464.327393
	Iteration 22Q: 3 clusters Score -3793325 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -3793400.500000 Penalty: 3464.327393
	Iteration 23Q: 3 clusters Score -3793400 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -3793443.750000 Penalty: 3464.327393
	Iteration 24Q: 3 clusters Score -3793444 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -3793484.250000 Penalty: 3464.327393
	Iteration 25Q: 3 clusters Score -3793484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -3793510.000000 Penalty: 3464.327393
	Iteration 26Q: 3 clusters Score -3793510 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -3793534.750000 Penalty: 3464.327393
	Iteration 27Q: 3 clusters Score -3793535 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 39951 members 
Entering Unmasked Estep 
Score: -3793567.000000 Penalty: 3464.327393
	Iteration 28Q: 3 clusters Score -3793567 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -3793588.750000 Penalty: 3464.327393
	Iteration 29Q: 3 clusters Score -3793589 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3793603.000000 Penalty: 3464.327393
	Iteration 30Q: 3 clusters Score -3793603 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -3793621.500000 Penalty: 3464.327393
	Iteration 31Q: 3 clusters Score -3793622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -3793643.500000 Penalty: 3464.327393
	Iteration 32Q: 3 clusters Score -3793644 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -3793657.250000 Penalty: 3464.327393
	Iteration 33Q: 3 clusters Score -3793657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 40374 members 
Entering Unmasked Estep 
Score: -3793674.000000 Penalty: 3464.327393
	Iteration 34Q: 3 clusters Score -3793674 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 40439 members 
Entering Unmasked Estep 
Score: -3793701.250000 Penalty: 3464.327393
	Iteration 35Q: 3 clusters Score -3793701 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -3793711.750000 Penalty: 3464.327393
	Iteration 36Q: 3 clusters Score -3793712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -3793732.500000 Penalty: 3464.327393
	Iteration 37Q: 3 clusters Score -3793732 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -3793725.500000 Penalty: 3464.327393
	Iteration 38Q: 3 clusters Score -3793726 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -3793738.250000 Penalty: 3464.327393
	Iteration 39Q: 3 clusters Score -3793738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -3793745.500000 Penalty: 3464.327393
	Iteration 40F: 3 clusters Score -3793746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -3793752.000000 Penalty: 3464.327393
	Iteration 41Q: 3 clusters Score -3793752 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 40748 members 
Entering Unmasked Estep 
Score: -3793761.750000 Penalty: 3464.327393
	Iteration 42Q: 3 clusters Score -3793762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -3793766.500000 Penalty: 3464.327393
	Iteration 43Q: 3 clusters Score -3793766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -3793771.750000 Penalty: 3464.327393
	Iteration 44Q: 3 clusters Score -3793772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -3793792.000000 Penalty: 3464.327393
	Iteration 45Q: 3 clusters Score -3793792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -3793797.250000 Penalty: 3464.327393
	Iteration 46Q: 3 clusters Score -3793797 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -3793813.500000 Penalty: 3464.327393
	Iteration 47Q: 3 clusters Score -3793814 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 40941 members 
Entering Unmasked Estep 
Score: -3793806.000000 Penalty: 3464.327393
	Iteration 48Q: 3 clusters Score -3793806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 40966 members 
Entering Unmasked Estep 
Score: -3793805.250000 Penalty: 3464.327393
	Iteration 49Q: 3 clusters Score -3793805 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -3793810.000000 Penalty: 3464.327393
	Iteration 50Q: 3 clusters Score -3793810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 41008 members 
Entering Unmasked Estep 
Score: -3793813.500000 Penalty: 3464.327393
	Iteration 51Q: 3 clusters Score -3793814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -3793827.750000 Penalty: 3464.327393
	Iteration 52Q: 3 clusters Score -3793828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -3793828.250000 Penalty: 3464.327393
	Iteration 53Q: 3 clusters Score -3793828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 41063 members 
Entering Unmasked Estep 
Score: -3793837.000000 Penalty: 3464.327393
	Iteration 54Q: 3 clusters Score -3793837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 41070 members 
Entering Unmasked Estep 
Score: -3793838.250000 Penalty: 3464.327393
	Iteration 55Q: 3 clusters Score -3793838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 41080 members 
Entering Unmasked Estep 
Score: -3793838.250000 Penalty: 3464.327393
	Iteration 56Q: 3 clusters Score -3793838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -3793841.000000 Penalty: 3464.327393
	Iteration 57Q: 3 clusters Score -3793841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 41088 members 
Entering Unmasked Estep 
Score: -3793838.000000 Penalty: 3464.327393
	Iteration 58Q: 3 clusters Score -3793838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -3793836.750000 Penalty: 3464.327393
	Iteration 59Q: 3 clusters Score -3793837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -3793835.000000 Penalty: 3464.327393
	Iteration 60F: 3 clusters Score -3793835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -3793838.250000 Penalty: 3464.327393
	Iteration 61Q: 3 clusters Score -3793838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 41095 members 
Entering Unmasked Estep 
Score: -3793838.250000 Penalty: 3464.327393
	Iteration 62F: 3 clusters Score -3793838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -85309.054688 Penalty: 1135.617188
	Iteration 0F: 2 clusters Score -85309.05 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 544 members 
Entering Unmasked Estep 
Score: -83818.031250 Penalty: 2271.234375
	Iteration 0F: 3 clusters Score -83818.03 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -84164.710938 Penalty: 2271.234375
	Iteration 1F: 3 clusters Score -84164.71 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -84255.109375 Penalty: 2271.234375
	Iteration 2F: 3 clusters Score -84255.11 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -84293.218750 Penalty: 2271.234375
	Iteration 3Q: 3 clusters Score -84293.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -84321.742188 Penalty: 2271.234375
	Iteration 4Q: 3 clusters Score -84321.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84346.625000 Penalty: 2271.234375
	Iteration 5Q: 3 clusters Score -84346.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -84370.921875 Penalty: 2271.234375
	Iteration 6Q: 3 clusters Score -84370.92 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -84400.453125 Penalty: 2271.234375
	Iteration 7Q: 3 clusters Score -84400.45 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -84433.734375 Penalty: 2271.234375
	Iteration 8Q: 3 clusters Score -84433.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -84451.046875 Penalty: 2271.234375
	Iteration 9Q: 3 clusters Score -84451.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -84465.554688 Penalty: 2271.234375
	Iteration 10Q: 3 clusters Score -84465.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -84477.148438 Penalty: 2271.234375
	Iteration 11Q: 3 clusters Score -84477.15 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84482.203125 Penalty: 2271.234375
	Iteration 12Q: 3 clusters Score -84482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -84484.460938 Penalty: 2271.234375
	Iteration 13Q: 3 clusters Score -84484.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -84490.109375 Penalty: 2271.234375
	Iteration 14Q: 3 clusters Score -84490.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -84493.710938 Penalty: 2271.234375
	Iteration 15Q: 3 clusters Score -84493.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -84496.460938 Penalty: 2271.234375
	Iteration 16Q: 3 clusters Score -84496.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -84497.585938 Penalty: 2271.234375
	Iteration 17Q: 3 clusters Score -84497.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84500.242188 Penalty: 2271.234375
	Iteration 18Q: 3 clusters Score -84500.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -84500.242188 Penalty: 2271.234375
	Iteration 19F: 3 clusters Score -84500.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Entering Unmasked Estep 
Score: -267872.031250 Penalty: 1329.211182
	Iteration 0F: 2 clusters Score -267872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -264934.093750 Penalty: 2658.422363
	Iteration 0F: 3 clusters Score -264934.1 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -266074.000000 Penalty: 2658.422363
	Iteration 1F: 3 clusters Score -266074 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -266536.718750 Penalty: 2658.422363
	Iteration 2F: 3 clusters Score -266536.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -266917.875000 Penalty: 2658.422363
	Iteration 3F: 3 clusters Score -266917.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -267229.218750 Penalty: 2658.422363
	Iteration 4F: 3 clusters Score -267229.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -267403.593750 Penalty: 2658.422363
	Iteration 5F: 3 clusters Score -267403.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -267542.343750 Penalty: 2658.422363
	Iteration 6Q: 3 clusters Score -267542.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -267627.687500 Penalty: 2658.422363
	Iteration 7Q: 3 clusters Score -267627.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -267679.750000 Penalty: 2658.422363
	Iteration 8Q: 3 clusters Score -267679.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -267706.093750 Penalty: 2658.422363
	Iteration 9Q: 3 clusters Score -267706.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -267724.968750 Penalty: 2658.422363
	Iteration 10Q: 3 clusters Score -267725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -267731.625000 Penalty: 2658.422363
	Iteration 11Q: 3 clusters Score -267731.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -267737.531250 Penalty: 2658.422363
	Iteration 12Q: 3 clusters Score -267737.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -267744.687500 Penalty: 2658.422363
	Iteration 13Q: 3 clusters Score -267744.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -267751.031250 Penalty: 2658.422363
	Iteration 14Q: 3 clusters Score -267751 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -267753.593750 Penalty: 2658.422363
	Iteration 15Q: 3 clusters Score -267753.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -267755.406250 Penalty: 2658.422363
	Iteration 16Q: 3 clusters Score -267755.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -267756.187500 Penalty: 2658.422363
	Iteration 17Q: 3 clusters Score -267756.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -267756.750000 Penalty: 2658.422363
	Iteration 18Q: 3 clusters Score -267756.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -267756.750000 Penalty: 2658.422363
	Iteration 19F: 3 clusters Score -267756.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Entering Unmasked Estep 
Score: -195925.921875 Penalty: 1267.059814
	Iteration 0F: 2 clusters Score -195925.9 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 1232 members 
Entering Unmasked Estep 
Score: -193591.640625 Penalty: 2534.119629
	Iteration 0F: 3 clusters Score -193591.6 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -194355.281250 Penalty: 2534.119629
	Iteration 1F: 3 clusters Score -194355.3 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -194774.875000 Penalty: 2534.119629
	Iteration 2F: 3 clusters Score -194774.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -195094.734375 Penalty: 2534.119629
	Iteration 3F: 3 clusters Score -195094.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -195278.437500 Penalty: 2534.119629
	Iteration 4F: 3 clusters Score -195278.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -195406.937500 Penalty: 2534.119629
	Iteration 5F: 3 clusters Score -195406.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -195514.062500 Penalty: 2534.119629
	Iteration 6Q: 3 clusters Score -195514.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -195581.656250 Penalty: 2534.119629
	Iteration 7Q: 3 clusters Score -195581.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -195640.015625 Penalty: 2534.119629
	Iteration 8Q: 3 clusters Score -195640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -195696.546875 Penalty: 2534.119629
	Iteration 9Q: 3 clusters Score -195696.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -195746.437500 Penalty: 2534.119629
	Iteration 10Q: 3 clusters Score -195746.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -195766.375000 Penalty: 2534.119629
	Iteration 11Q: 3 clusters Score -195766.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -195776.765625 Penalty: 2534.119629
	Iteration 12Q: 3 clusters Score -195776.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -195786.046875 Penalty: 2534.119629
	Iteration 13Q: 3 clusters Score -195786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -195797.109375 Penalty: 2534.119629
	Iteration 14Q: 3 clusters Score -195797.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -195803.109375 Penalty: 2534.119629
	Iteration 15Q: 3 clusters Score -195803.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -195808.296875 Penalty: 2534.119629
	Iteration 16Q: 3 clusters Score -195808.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -195811.187500 Penalty: 2534.119629
	Iteration 17Q: 3 clusters Score -195811.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -195814.015625 Penalty: 2534.119629
	Iteration 18Q: 3 clusters Score -195814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -195818.765625 Penalty: 2534.119629
	Iteration 19Q: 3 clusters Score -195818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -195822.453125 Penalty: 2534.119629
	Iteration 20F: 3 clusters Score -195822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -195822.718750 Penalty: 2534.119629
	Iteration 21Q: 3 clusters Score -195822.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -195822.718750 Penalty: 2534.119629
	Iteration 22F: 3 clusters Score -195822.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Entering Unmasked Estep 
Score: -344447.750000 Penalty: 1352.822876
	Iteration 0F: 2 clusters Score -344447.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -341047.062500 Penalty: 2705.645752
	Iteration 0F: 3 clusters Score -341047.1 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -342064.062500 Penalty: 2705.645752
	Iteration 1F: 3 clusters Score -342064.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -342331.531250 Penalty: 2705.645752
	Iteration 2F: 3 clusters Score -342331.5 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -342603.531250 Penalty: 2705.645752
	Iteration 3F: 3 clusters Score -342603.5 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -342931.125000 Penalty: 2705.645752
	Iteration 4F: 3 clusters Score -342931.1 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -343276.843750 Penalty: 2705.645752
	Iteration 5F: 3 clusters Score -343276.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -343645.625000 Penalty: 2705.645752
	Iteration 6F: 3 clusters Score -343645.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -343964.218750 Penalty: 2705.645752
	Iteration 7F: 3 clusters Score -343964.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -344142.906250 Penalty: 2705.645752
	Iteration 8F: 3 clusters Score -344142.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -344229.937500 Penalty: 2705.645752
	Iteration 9Q: 3 clusters Score -344229.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -344299.343750 Penalty: 2705.645752
	Iteration 10Q: 3 clusters Score -344299.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -344348.687500 Penalty: 2705.645752
	Iteration 11Q: 3 clusters Score -344348.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -344402.000000 Penalty: 2705.645752
	Iteration 12Q: 3 clusters Score -344402 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -344446.656250 Penalty: 2705.645752
	Iteration 13Q: 3 clusters Score -344446.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -344472.750000 Penalty: 2705.645752
	Iteration 14Q: 3 clusters Score -344472.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -344493.187500 Penalty: 2705.645752
	Iteration 15Q: 3 clusters Score -344493.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -344510.406250 Penalty: 2705.645752
	Iteration 16Q: 3 clusters Score -344510.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -344521.000000 Penalty: 2705.645752
	Iteration 17Q: 3 clusters Score -344521 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -344530.031250 Penalty: 2705.645752
	Iteration 18Q: 3 clusters Score -344530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -344538.156250 Penalty: 2705.645752
	Iteration 19Q: 3 clusters Score -344538.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -344540.437500 Penalty: 2705.645752
	Iteration 20F: 3 clusters Score -344540.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -344543.031250 Penalty: 2705.645752
	Iteration 21Q: 3 clusters Score -344543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -344543.187500 Penalty: 2705.645752
	Iteration 22Q: 3 clusters Score -344543.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -344544.875000 Penalty: 2705.645752
	Iteration 23Q: 3 clusters Score -344544.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -344546.531250 Penalty: 2705.645752
	Iteration 24Q: 3 clusters Score -344546.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -344550.125000 Penalty: 2705.645752
	Iteration 25Q: 3 clusters Score -344550.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -344553.625000 Penalty: 2705.645752
	Iteration 26Q: 3 clusters Score -344553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -344559.250000 Penalty: 2705.645752
	Iteration 27Q: 3 clusters Score -344559.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -344566.781250 Penalty: 2705.645752
	Iteration 28Q: 3 clusters Score -344566.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -344574.531250 Penalty: 2705.645752
	Iteration 29Q: 3 clusters Score -344574.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -344588.781250 Penalty: 2705.645752
	Iteration 30Q: 3 clusters Score -344588.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -344603.031250 Penalty: 2705.645752
	Iteration 31Q: 3 clusters Score -344603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -344613.093750 Penalty: 2705.645752
	Iteration 32Q: 3 clusters Score -344613.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -344623.812500 Penalty: 2705.645752
	Iteration 33Q: 3 clusters Score -344623.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -344639.312500 Penalty: 2705.645752
	Iteration 34Q: 3 clusters Score -344639.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -344648.375000 Penalty: 2705.645752
	Iteration 35Q: 3 clusters Score -344648.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -344659.406250 Penalty: 2705.645752
	Iteration 36Q: 3 clusters Score -344659.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -344667.312500 Penalty: 2705.645752
	Iteration 37Q: 3 clusters Score -344667.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -344676.062500 Penalty: 2705.645752
	Iteration 38Q: 3 clusters Score -344676.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -344683.750000 Penalty: 2705.645752
	Iteration 39Q: 3 clusters Score -344683.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -344696.937500 Penalty: 2705.645752
	Iteration 40F: 3 clusters Score -344696.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -344707.312500 Penalty: 2705.645752
	Iteration 41Q: 3 clusters Score -344707.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -344712.625000 Penalty: 2705.645752
	Iteration 42Q: 3 clusters Score -344712.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -344714.500000 Penalty: 2705.645752
	Iteration 43Q: 3 clusters Score -344714.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -344715.343750 Penalty: 2705.645752
	Iteration 44Q: 3 clusters Score -344715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -344716.656250 Penalty: 2705.645752
	Iteration 45Q: 3 clusters Score -344716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -344717.031250 Penalty: 2705.645752
	Iteration 46Q: 3 clusters Score -344717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -344717.468750 Penalty: 2705.645752
	Iteration 47Q: 3 clusters Score -344717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -344718.593750 Penalty: 2705.645752
	Iteration 48Q: 3 clusters Score -344718.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -344719.656250 Penalty: 2705.645752
	Iteration 49Q: 3 clusters Score -344719.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -344721.093750 Penalty: 2705.645752
	Iteration 50Q: 3 clusters Score -344721.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -344722.937500 Penalty: 2705.645752
	Iteration 51Q: 3 clusters Score -344722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -344724.500000 Penalty: 2705.645752
	Iteration 52Q: 3 clusters Score -344724.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -344724.781250 Penalty: 2705.645752
	Iteration 53Q: 3 clusters Score -344724.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -344726.031250 Penalty: 2705.645752
	Iteration 54Q: 3 clusters Score -344726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -344727.093750 Penalty: 2705.645752
	Iteration 55Q: 3 clusters Score -344727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344727.781250 Penalty: 2705.645752
	Iteration 56Q: 3 clusters Score -344727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -344727.781250 Penalty: 2705.645752
	Iteration 57F: 3 clusters Score -344727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 2740 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 1386 members 
Entering Unmasked Estep 
Score: -40882288.000000 Penalty: 76597.609375
Splitting cluster 11 changes total score from -40882648.000000 to -40882288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Entering Unmasked Estep 
Score: -1265065.875000 Penalty: 1558.509888
	Iteration 0F: 2 clusters Score -1265066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1254898.625000 Penalty: 3117.019775
	Iteration 0F: 3 clusters Score -1254899 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1258506.000000 Penalty: 3117.019775
	Iteration 1F: 3 clusters Score -1258506 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 7747 members 
Entering Unmasked Estep 
Score: -1258950.250000 Penalty: 3117.019775
	Iteration 2F: 3 clusters Score -1258950 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1259447.125000 Penalty: 3117.019775
	Iteration 3F: 3 clusters Score -1259447 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1260082.375000 Penalty: 3117.019775
	Iteration 4F: 3 clusters Score -1260082 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1260905.375000 Penalty: 3117.019775
	Iteration 5F: 3 clusters Score -1260905 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1261808.875000 Penalty: 3117.019775
	Iteration 6F: 3 clusters Score -1261809 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1262807.625000 Penalty: 3117.019775
	Iteration 7F: 3 clusters Score -1262808 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1263610.250000 Penalty: 3117.019775
	Iteration 8F: 3 clusters Score -1263610 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1264138.500000 Penalty: 3117.019775
	Iteration 9Q: 3 clusters Score -1264138 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1264413.000000 Penalty: 3117.019775
	Iteration 10Q: 3 clusters Score -1264413 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1264574.000000 Penalty: 3117.019775
	Iteration 11Q: 3 clusters Score -1264574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1264653.000000 Penalty: 3117.019775
	Iteration 12Q: 3 clusters Score -1264653 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1264691.250000 Penalty: 3117.019775
	Iteration 13Q: 3 clusters Score -1264691 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1264704.750000 Penalty: 3117.019775
	Iteration 14Q: 3 clusters Score -1264705 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1264716.500000 Penalty: 3117.019775
	Iteration 15Q: 3 clusters Score -1264716 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1264721.750000 Penalty: 3117.019775
	Iteration 16Q: 3 clusters Score -1264722 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1264724.875000 Penalty: 3117.019775
	Iteration 17Q: 3 clusters Score -1264725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1264730.625000 Penalty: 3117.019775
	Iteration 18Q: 3 clusters Score -1264731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -1264732.625000 Penalty: 3117.019775
	Iteration 19Q: 3 clusters Score -1264733 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1264732.875000 Penalty: 3117.019775
	Iteration 20F: 3 clusters Score -1264733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1264732.625000 Penalty: 3117.019775
	Iteration 21Q: 3 clusters Score -1264733 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1264735.500000 Penalty: 3117.019775
	Iteration 22Q: 3 clusters Score -1264736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1264736.875000 Penalty: 3117.019775
	Iteration 23Q: 3 clusters Score -1264737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1264734.375000 Penalty: 3117.019775
	Iteration 24Q: 3 clusters Score -1264734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1264736.250000 Penalty: 3117.019775
	Iteration 25Q: 3 clusters Score -1264736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1264737.250000 Penalty: 3117.019775
	Iteration 26Q: 3 clusters Score -1264737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 10998 members 
Entering Unmasked Estep 
Score: -1264736.000000 Penalty: 3117.019775
	Iteration 27Q: 3 clusters Score -1264736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1264736.500000 Penalty: 3117.019775
	Iteration 28Q: 3 clusters Score -1264736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1264737.125000 Penalty: 3117.019775
	Iteration 29Q: 3 clusters Score -1264737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -1264736.625000 Penalty: 3117.019775
	Iteration 30Q: 3 clusters Score -1264737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1264735.625000 Penalty: 3117.019775
	Iteration 31Q: 3 clusters Score -1264736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -1264737.000000 Penalty: 3117.019775
	Iteration 32Q: 3 clusters Score -1264737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1264737.750000 Penalty: 3117.019775
	Iteration 33Q: 3 clusters Score -1264738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -1264736.750000 Penalty: 3117.019775
	Iteration 34Q: 3 clusters Score -1264737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1264735.375000 Penalty: 3117.019775
	Iteration 35Q: 3 clusters Score -1264735 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -1264736.250000 Penalty: 3117.019775
	Iteration 36Q: 3 clusters Score -1264736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1264736.875000 Penalty: 3117.019775
	Iteration 37Q: 3 clusters Score -1264737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1264736.875000 Penalty: 3117.019775
	Iteration 38F: 3 clusters Score -1264737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -133992.250000 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -133992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -132145.578125 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -132145.6 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -132555.531250 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -132555.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -132750.015625 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -132750 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -132902.156250 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -132902.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133061.843750 Penalty: 2410.322998
	Iteration 4F: 3 clusters Score -133061.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -133204.031250 Penalty: 2410.322998
	Iteration 5F: 3 clusters Score -133204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -133327.250000 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -133327.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -133462.671875 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -133462.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -133593.625000 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -133593.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -133686.968750 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -133687 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -133740.062500 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -133740.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -133776.375000 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -133776.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -133798.218750 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -133798.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -133810.859375 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -133810.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -133830.140625 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -133830.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -133836.734375 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -133836.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133841.390625 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -133841.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133842.703125 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -133842.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -133842.703125 Penalty: 2410.322998
	Iteration 18F: 3 clusters Score -133842.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Entering Unmasked Estep 
Score: -531808.500000 Penalty: 1432.401123
	Iteration 0F: 2 clusters Score -531808.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -526735.125000 Penalty: 2864.802246
	Iteration 0F: 3 clusters Score -526735.1 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -528345.250000 Penalty: 2864.802246
	Iteration 1F: 3 clusters Score -528345.2 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -528647.000000 Penalty: 2864.802246
	Iteration 2F: 3 clusters Score -528647 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -528875.625000 Penalty: 2864.802246
	Iteration 3F: 3 clusters Score -528875.6 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -529047.000000 Penalty: 2864.802246
	Iteration 4Q: 3 clusters Score -529047 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -529192.000000 Penalty: 2864.802246
	Iteration 5Q: 3 clusters Score -529192 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -529349.437500 Penalty: 2864.802246
	Iteration 6Q: 3 clusters Score -529349.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -529535.812500 Penalty: 2864.802246
	Iteration 7Q: 3 clusters Score -529535.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -529747.312500 Penalty: 2864.802246
	Iteration 8Q: 3 clusters Score -529747.3 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -529933.500000 Penalty: 2864.802246
	Iteration 9Q: 3 clusters Score -529933.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -530119.812500 Penalty: 2864.802246
	Iteration 10Q: 3 clusters Score -530119.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -530285.250000 Penalty: 2864.802246
	Iteration 11Q: 3 clusters Score -530285.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -530447.437500 Penalty: 2864.802246
	Iteration 12Q: 3 clusters Score -530447.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -530552.687500 Penalty: 2864.802246
	Iteration 13Q: 3 clusters Score -530552.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -530623.437500 Penalty: 2864.802246
	Iteration 14Q: 3 clusters Score -530623.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -530681.312500 Penalty: 2864.802246
	Iteration 15Q: 3 clusters Score -530681.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -530734.437500 Penalty: 2864.802246
	Iteration 16Q: 3 clusters Score -530734.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -530774.687500 Penalty: 2864.802246
	Iteration 17Q: 3 clusters Score -530774.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -530818.937500 Penalty: 2864.802246
	Iteration 18Q: 3 clusters Score -530818.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -530851.125000 Penalty: 2864.802246
	Iteration 19Q: 3 clusters Score -530851.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -530870.625000 Penalty: 2864.802246
	Iteration 20F: 3 clusters Score -530870.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -530891.312500 Penalty: 2864.802246
	Iteration 21Q: 3 clusters Score -530891.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -530918.500000 Penalty: 2864.802246
	Iteration 22Q: 3 clusters Score -530918.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -530937.562500 Penalty: 2864.802246
	Iteration 23Q: 3 clusters Score -530937.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -530952.375000 Penalty: 2864.802246
	Iteration 24Q: 3 clusters Score -530952.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -530957.875000 Penalty: 2864.802246
	Iteration 25Q: 3 clusters Score -530957.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -530966.500000 Penalty: 2864.802246
	Iteration 26Q: 3 clusters Score -530966.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -530971.062500 Penalty: 2864.802246
	Iteration 27Q: 3 clusters Score -530971.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -530973.687500 Penalty: 2864.802246
	Iteration 28Q: 3 clusters Score -530973.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -530977.312500 Penalty: 2864.802246
	Iteration 29Q: 3 clusters Score -530977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -530981.375000 Penalty: 2864.802246
	Iteration 30Q: 3 clusters Score -530981.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -530986.062500 Penalty: 2864.802246
	Iteration 31Q: 3 clusters Score -530986.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -530988.750000 Penalty: 2864.802246
	Iteration 32Q: 3 clusters Score -530988.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -530994.125000 Penalty: 2864.802246
	Iteration 33Q: 3 clusters Score -530994.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -530998.437500 Penalty: 2864.802246
	Iteration 34Q: 3 clusters Score -530998.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -531002.062500 Penalty: 2864.802246
	Iteration 35Q: 3 clusters Score -531002.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -531003.250000 Penalty: 2864.802246
	Iteration 36Q: 3 clusters Score -531003.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -531003.250000 Penalty: 2864.802246
	Iteration 37F: 3 clusters Score -531003.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Entering Unmasked Estep 
Score: -3220832.250000 Penalty: 1707.220337
	Iteration 0F: 2 clusters Score -3220832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -3196233.500000 Penalty: 3414.440674
	Iteration 0F: 3 clusters Score -3196234 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -3205722.750000 Penalty: 3414.440674
	Iteration 1F: 3 clusters Score -3205723 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -3206322.500000 Penalty: 3414.440674
	Iteration 2Q: 3 clusters Score -3206322 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -3206954.750000 Penalty: 3414.440674
	Iteration 3Q: 3 clusters Score -3206955 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -3207854.750000 Penalty: 3414.440674
	Iteration 4F: 3 clusters Score -3207855 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -3209025.500000 Penalty: 3414.440674
	Iteration 5F: 3 clusters Score -3209026 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -3210523.500000 Penalty: 3414.440674
	Iteration 6F: 3 clusters Score -3210524 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -3212376.000000 Penalty: 3414.440674
	Iteration 7F: 3 clusters Score -3212376 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 30367 members 
Entering Unmasked Estep 
Score: -3214373.000000 Penalty: 3414.440674
	Iteration 8F: 3 clusters Score -3214373 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 32331 members 
Entering Unmasked Estep 
Score: -3216099.000000 Penalty: 3414.440674
	Iteration 9F: 3 clusters Score -3216099 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3217312.750000 Penalty: 3414.440674
	Iteration 10Q: 3 clusters Score -3217313 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -3218077.000000 Penalty: 3414.440674
	Iteration 11Q: 3 clusters Score -3218077 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -3218545.250000 Penalty: 3414.440674
	Iteration 12Q: 3 clusters Score -3218545 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -3218859.500000 Penalty: 3414.440674
	Iteration 13Q: 3 clusters Score -3218860 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 35876 members 
Entering Unmasked Estep 
Score: -3219049.500000 Penalty: 3414.440674
	Iteration 14Q: 3 clusters Score -3219050 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -3219194.000000 Penalty: 3414.440674
	Iteration 15Q: 3 clusters Score -3219194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -3219257.750000 Penalty: 3414.440674
	Iteration 16Q: 3 clusters Score -3219258 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -3219286.000000 Penalty: 3414.440674
	Iteration 17Q: 3 clusters Score -3219286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3219315.250000 Penalty: 3414.440674
	Iteration 18Q: 3 clusters Score -3219315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -3219326.750000 Penalty: 3414.440674
	Iteration 19Q: 3 clusters Score -3219327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -3219336.000000 Penalty: 3414.440674
	Iteration 20F: 3 clusters Score -3219336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3219341.500000 Penalty: 3414.440674
	Iteration 21Q: 3 clusters Score -3219342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3219348.000000 Penalty: 3414.440674
	Iteration 22Q: 3 clusters Score -3219348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3219347.750000 Penalty: 3414.440674
	Iteration 23Q: 3 clusters Score -3219348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3219344.500000 Penalty: 3414.440674
	Iteration 24Q: 3 clusters Score -3219344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -3219346.250000 Penalty: 3414.440674
	Iteration 25Q: 3 clusters Score -3219346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3219347.250000 Penalty: 3414.440674
	Iteration 26Q: 3 clusters Score -3219347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3219347.250000 Penalty: 3414.440674
	Iteration 27F: 3 clusters Score -3219347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Entering Unmasked Estep 
Score: -119837.156250 Penalty: 1184.006226
	Iteration 0F: 2 clusters Score -119837.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -118074.140625 Penalty: 2368.012451
	Iteration 0F: 3 clusters Score -118074.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -118448.687500 Penalty: 2368.012451
	Iteration 1F: 3 clusters Score -118448.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -118547.101562 Penalty: 2368.012451
	Iteration 2F: 3 clusters Score -118547.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -118633.460938 Penalty: 2368.012451
	Iteration 3Q: 3 clusters Score -118633.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -118698.820312 Penalty: 2368.012451
	Iteration 4Q: 3 clusters Score -118698.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -118748.015625 Penalty: 2368.012451
	Iteration 5Q: 3 clusters Score -118748 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -118806.929688 Penalty: 2368.012451
	Iteration 6Q: 3 clusters Score -118806.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -118851.851562 Penalty: 2368.012451
	Iteration 7Q: 3 clusters Score -118851.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -118910.851562 Penalty: 2368.012451
	Iteration 8Q: 3 clusters Score -118910.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -118972.343750 Penalty: 2368.012451
	Iteration 9Q: 3 clusters Score -118972.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -119053.804688 Penalty: 2368.012451
	Iteration 10Q: 3 clusters Score -119053.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -119133.453125 Penalty: 2368.012451
	Iteration 11Q: 3 clusters Score -119133.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -119245.742188 Penalty: 2368.012451
	Iteration 12Q: 3 clusters Score -119245.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -119371.984375 Penalty: 2368.012451
	Iteration 13Q: 3 clusters Score -119372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -119463.523438 Penalty: 2368.012451
	Iteration 14Q: 3 clusters Score -119463.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -119534.406250 Penalty: 2368.012451
	Iteration 15Q: 3 clusters Score -119534.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -119580.601562 Penalty: 2368.012451
	Iteration 16Q: 3 clusters Score -119580.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -119602.210938 Penalty: 2368.012451
	Iteration 17Q: 3 clusters Score -119602.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -119617.531250 Penalty: 2368.012451
	Iteration 18Q: 3 clusters Score -119617.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119633.085938 Penalty: 2368.012451
	Iteration 19Q: 3 clusters Score -119633.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -119650.953125 Penalty: 2368.012451
	Iteration 20F: 3 clusters Score -119651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -119682.921875 Penalty: 2368.012451
	Iteration 21Q: 3 clusters Score -119682.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119719.109375 Penalty: 2368.012451
	Iteration 22Q: 3 clusters Score -119719.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119740.031250 Penalty: 2368.012451
	Iteration 23Q: 3 clusters Score -119740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -119746.203125 Penalty: 2368.012451
	Iteration 24Q: 3 clusters Score -119746.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -119754.359375 Penalty: 2368.012451
	Iteration 25Q: 3 clusters Score -119754.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -119760.945312 Penalty: 2368.012451
	Iteration 26Q: 3 clusters Score -119760.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -119766.179688 Penalty: 2368.012451
	Iteration 27Q: 3 clusters Score -119766.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -119769.570312 Penalty: 2368.012451
	Iteration 28Q: 3 clusters Score -119769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -119771.460938 Penalty: 2368.012451
	Iteration 29Q: 3 clusters Score -119771.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119772.007812 Penalty: 2368.012451
	Iteration 30Q: 3 clusters Score -119772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -119772.007812 Penalty: 2368.012451
	Iteration 31F: 3 clusters Score -119772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Entering Unmasked Estep 
Score: -35662.941406 Penalty: 1010.522522
	Iteration 0F: 2 clusters Score -35662.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -34606.406250 Penalty: 2021.045044
	Iteration 0F: 3 clusters Score -34606.41 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -34834.300781 Penalty: 2021.045044
	Iteration 1F: 3 clusters Score -34834.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34878.808594 Penalty: 2021.045044
	Iteration 2Q: 3 clusters Score -34878.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -34907.214844 Penalty: 2021.045044
	Iteration 3Q: 3 clusters Score -34907.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -34915.890625 Penalty: 2021.045044
	Iteration 4Q: 3 clusters Score -34915.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34921.816406 Penalty: 2021.045044
	Iteration 5Q: 3 clusters Score -34921.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -34923.839844 Penalty: 2021.045044
	Iteration 6Q: 3 clusters Score -34923.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34925.871094 Penalty: 2021.045044
	Iteration 7Q: 3 clusters Score -34925.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34926.261719 Penalty: 2021.045044
	Iteration 8Q: 3 clusters Score -34926.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -34926.261719 Penalty: 2021.045044
	Iteration 9F: 3 clusters Score -34926.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Entering Unmasked Estep 
Score: -251478.843750 Penalty: 1298.523682
	Iteration 0F: 2 clusters Score -251478.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -248804.796875 Penalty: 2597.047363
	Iteration 0F: 3 clusters Score -248804.8 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -249519.265625 Penalty: 2597.047363
	Iteration 1F: 3 clusters Score -249519.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -249693.437500 Penalty: 2597.047363
	Iteration 2F: 3 clusters Score -249693.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -249861.390625 Penalty: 2597.047363
	Iteration 3F: 3 clusters Score -249861.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -249972.734375 Penalty: 2597.047363
	Iteration 4F: 3 clusters Score -249972.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -250086.687500 Penalty: 2597.047363
	Iteration 5Q: 3 clusters Score -250086.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -250217.781250 Penalty: 2597.047363
	Iteration 6Q: 3 clusters Score -250217.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -250380.390625 Penalty: 2597.047363
	Iteration 7Q: 3 clusters Score -250380.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -250488.406250 Penalty: 2597.047363
	Iteration 8Q: 3 clusters Score -250488.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -250567.593750 Penalty: 2597.047363
	Iteration 9Q: 3 clusters Score -250567.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -250623.109375 Penalty: 2597.047363
	Iteration 10Q: 3 clusters Score -250623.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -250662.109375 Penalty: 2597.047363
	Iteration 11Q: 3 clusters Score -250662.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -250698.859375 Penalty: 2597.047363
	Iteration 12Q: 3 clusters Score -250698.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -250732.500000 Penalty: 2597.047363
	Iteration 13Q: 3 clusters Score -250732.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -250758.171875 Penalty: 2597.047363
	Iteration 14Q: 3 clusters Score -250758.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -250780.406250 Penalty: 2597.047363
	Iteration 15Q: 3 clusters Score -250780.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -250793.671875 Penalty: 2597.047363
	Iteration 16Q: 3 clusters Score -250793.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -250805.843750 Penalty: 2597.047363
	Iteration 17Q: 3 clusters Score -250805.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250812.765625 Penalty: 2597.047363
	Iteration 18Q: 3 clusters Score -250812.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -250819.953125 Penalty: 2597.047363
	Iteration 19Q: 3 clusters Score -250820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -250823.968750 Penalty: 2597.047363
	Iteration 20F: 3 clusters Score -250824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -250827.578125 Penalty: 2597.047363
	Iteration 21Q: 3 clusters Score -250827.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -250830.234375 Penalty: 2597.047363
	Iteration 22Q: 3 clusters Score -250830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -250831.703125 Penalty: 2597.047363
	Iteration 23Q: 3 clusters Score -250831.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -250832.281250 Penalty: 2597.047363
	Iteration 24Q: 3 clusters Score -250832.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -250832.281250 Penalty: 2597.047363
	Iteration 25F: 3 clusters Score -250832.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -1344103.375000 Penalty: 1567.287476
	Iteration 0F: 2 clusters Score -1344103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1333439.500000 Penalty: 3134.574951
	Iteration 0F: 3 clusters Score -1333440 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1337043.750000 Penalty: 3134.574951
	Iteration 1F: 3 clusters Score -1337044 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1337419.125000 Penalty: 3134.574951
	Iteration 2F: 3 clusters Score -1337419 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1337887.000000 Penalty: 3134.574951
	Iteration 3F: 3 clusters Score -1337887 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1338449.750000 Penalty: 3134.574951
	Iteration 4F: 3 clusters Score -1338450 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1339232.500000 Penalty: 3134.574951
	Iteration 5F: 3 clusters Score -1339232 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1340102.500000 Penalty: 3134.574951
	Iteration 6F: 3 clusters Score -1340102 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1340842.125000 Penalty: 3134.574951
	Iteration 7F: 3 clusters Score -1340842 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1341395.625000 Penalty: 3134.574951
	Iteration 8F: 3 clusters Score -1341396 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1341775.000000 Penalty: 3134.574951
	Iteration 9Q: 3 clusters Score -1341775 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1342099.750000 Penalty: 3134.574951
	Iteration 10Q: 3 clusters Score -1342100 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -1342387.875000 Penalty: 3134.574951
	Iteration 11Q: 3 clusters Score -1342388 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -1342677.000000 Penalty: 3134.574951
	Iteration 12Q: 3 clusters Score -1342677 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -1342988.500000 Penalty: 3134.574951
	Iteration 13Q: 3 clusters Score -1342988 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -1343249.750000 Penalty: 3134.574951
	Iteration 14Q: 3 clusters Score -1343250 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1343383.125000 Penalty: 3134.574951
	Iteration 15Q: 3 clusters Score -1343383 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -1343429.375000 Penalty: 3134.574951
	Iteration 16Q: 3 clusters Score -1343429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -1343467.625000 Penalty: 3134.574951
	Iteration 17Q: 3 clusters Score -1343468 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -1343492.125000 Penalty: 3134.574951
	Iteration 18Q: 3 clusters Score -1343492 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -1343507.875000 Penalty: 3134.574951
	Iteration 19Q: 3 clusters Score -1343508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1343516.500000 Penalty: 3134.574951
	Iteration 20F: 3 clusters Score -1343516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -1343533.750000 Penalty: 3134.574951
	Iteration 21Q: 3 clusters Score -1343534 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1343548.875000 Penalty: 3134.574951
	Iteration 22Q: 3 clusters Score -1343549 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1343557.375000 Penalty: 3134.574951
	Iteration 23Q: 3 clusters Score -1343557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1343570.375000 Penalty: 3134.574951
	Iteration 24Q: 3 clusters Score -1343570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -1343577.750000 Penalty: 3134.574951
	Iteration 25Q: 3 clusters Score -1343578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1343586.500000 Penalty: 3134.574951
	Iteration 26Q: 3 clusters Score -1343586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -1343589.875000 Penalty: 3134.574951
	Iteration 27Q: 3 clusters Score -1343590 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -1343596.250000 Penalty: 3134.574951
	Iteration 28Q: 3 clusters Score -1343596 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -1343601.500000 Penalty: 3134.574951
	Iteration 29Q: 3 clusters Score -1343602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1343602.875000 Penalty: 3134.574951
	Iteration 30Q: 3 clusters Score -1343603 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -1343601.375000 Penalty: 3134.574951
	Iteration 31Q: 3 clusters Score -1343601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1343604.125000 Penalty: 3134.574951
	Iteration 32Q: 3 clusters Score -1343604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1343604.375000 Penalty: 3134.574951
	Iteration 33Q: 3 clusters Score -1343604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -1343603.250000 Penalty: 3134.574951
	Iteration 34Q: 3 clusters Score -1343603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -1343604.000000 Penalty: 3134.574951
	Iteration 35Q: 3 clusters Score -1343604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13871 members 
Entering Unmasked Estep 
Score: -1343602.875000 Penalty: 3134.574951
	Iteration 36Q: 3 clusters Score -1343603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1343602.500000 Penalty: 3134.574951
	Iteration 37Q: 3 clusters Score -1343602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1343602.125000 Penalty: 3134.574951
	Iteration 38Q: 3 clusters Score -1343602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
Score: -1343602.000000 Penalty: 3134.574951
	Iteration 39Q: 3 clusters Score -1343602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -1343604.250000 Penalty: 3134.574951
	Iteration 40F: 3 clusters Score -1343604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Entering Unmasked Estep 
Score: -419163.156250 Penalty: 1393.910767
	Iteration 0F: 2 clusters Score -419163.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -415004.812500 Penalty: 2787.821533
	Iteration 0F: 3 clusters Score -415004.8 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -416540.281250 Penalty: 2787.821533
	Iteration 1F: 3 clusters Score -416540.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -417043.656250 Penalty: 2787.821533
	Iteration 2F: 3 clusters Score -417043.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -417484.750000 Penalty: 2787.821533
	Iteration 3F: 3 clusters Score -417484.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -417788.343750 Penalty: 2787.821533
	Iteration 4F: 3 clusters Score -417788.3 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -417985.437500 Penalty: 2787.821533
	Iteration 5F: 3 clusters Score -417985.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -418105.343750 Penalty: 2787.821533
	Iteration 6Q: 3 clusters Score -418105.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -418212.218750 Penalty: 2787.821533
	Iteration 7Q: 3 clusters Score -418212.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -418290.500000 Penalty: 2787.821533
	Iteration 8Q: 3 clusters Score -418290.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -418348.968750 Penalty: 2787.821533
	Iteration 9Q: 3 clusters Score -418349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -418400.718750 Penalty: 2787.821533
	Iteration 10Q: 3 clusters Score -418400.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -418449.000000 Penalty: 2787.821533
	Iteration 11Q: 3 clusters Score -418449 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -418497.593750 Penalty: 2787.821533
	Iteration 12Q: 3 clusters Score -418497.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -418549.968750 Penalty: 2787.821533
	Iteration 13Q: 3 clusters Score -418550 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -418594.062500 Penalty: 2787.821533
	Iteration 14Q: 3 clusters Score -418594.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -418635.000000 Penalty: 2787.821533
	Iteration 15Q: 3 clusters Score -418635 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -418661.343750 Penalty: 2787.821533
	Iteration 16Q: 3 clusters Score -418661.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -418677.531250 Penalty: 2787.821533
	Iteration 17Q: 3 clusters Score -418677.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -418690.437500 Penalty: 2787.821533
	Iteration 18Q: 3 clusters Score -418690.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -418698.906250 Penalty: 2787.821533
	Iteration 19Q: 3 clusters Score -418698.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -418707.000000 Penalty: 2787.821533
	Iteration 20F: 3 clusters Score -418707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -418719.125000 Penalty: 2787.821533
	Iteration 21Q: 3 clusters Score -418719.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -418723.718750 Penalty: 2787.821533
	Iteration 22Q: 3 clusters Score -418723.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -418729.375000 Penalty: 2787.821533
	Iteration 23Q: 3 clusters Score -418729.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -418732.781250 Penalty: 2787.821533
	Iteration 24Q: 3 clusters Score -418732.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -418738.281250 Penalty: 2787.821533
	Iteration 25Q: 3 clusters Score -418738.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -418744.812500 Penalty: 2787.821533
	Iteration 26Q: 3 clusters Score -418744.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -418749.343750 Penalty: 2787.821533
	Iteration 27Q: 3 clusters Score -418749.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -418752.250000 Penalty: 2787.821533
	Iteration 28Q: 3 clusters Score -418752.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -418753.812500 Penalty: 2787.821533
	Iteration 29Q: 3 clusters Score -418753.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -418756.531250 Penalty: 2787.821533
	Iteration 30Q: 3 clusters Score -418756.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -418757.875000 Penalty: 2787.821533
	Iteration 31Q: 3 clusters Score -418757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -418759.406250 Penalty: 2787.821533
	Iteration 32Q: 3 clusters Score -418759.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -418760.125000 Penalty: 2787.821533
	Iteration 33Q: 3 clusters Score -418760.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -418760.968750 Penalty: 2787.821533
	Iteration 34Q: 3 clusters Score -418761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -418763.125000 Penalty: 2787.821533
	Iteration 35Q: 3 clusters Score -418763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -418763.843750 Penalty: 2787.821533
	Iteration 36Q: 3 clusters Score -418763.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -418765.875000 Penalty: 2787.821533
	Iteration 37Q: 3 clusters Score -418765.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -418765.593750 Penalty: 2787.821533
	Iteration 38Q: 3 clusters Score -418765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -418766.593750 Penalty: 2787.821533
	Iteration 39Q: 3 clusters Score -418766.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -418765.312500 Penalty: 2787.821533
	Iteration 40F: 3 clusters Score -418765.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -776614.062500 Penalty: 1474.367432
	Iteration 0F: 2 clusters Score -776614.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -770228.250000 Penalty: 2948.734863
	Iteration 0F: 3 clusters Score -770228.2 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -772268.250000 Penalty: 2948.734863
	Iteration 1F: 3 clusters Score -772268.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -772492.000000 Penalty: 2948.734863
	Iteration 2F: 3 clusters Score -772492 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -772673.687500 Penalty: 2948.734863
	Iteration 3Q: 3 clusters Score -772673.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -772851.000000 Penalty: 2948.734863
	Iteration 4Q: 3 clusters Score -772851 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -773038.562500 Penalty: 2948.734863
	Iteration 5Q: 3 clusters Score -773038.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -773238.562500 Penalty: 2948.734863
	Iteration 6Q: 3 clusters Score -773238.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -773439.500000 Penalty: 2948.734863
	Iteration 7Q: 3 clusters Score -773439.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -773629.875000 Penalty: 2948.734863
	Iteration 8Q: 3 clusters Score -773629.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -773827.187500 Penalty: 2948.734863
	Iteration 9Q: 3 clusters Score -773827.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -774041.875000 Penalty: 2948.734863
	Iteration 10Q: 3 clusters Score -774041.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -774277.000000 Penalty: 2948.734863
	Iteration 11Q: 3 clusters Score -774277 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -774548.687500 Penalty: 2948.734863
	Iteration 12Q: 3 clusters Score -774548.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -774805.187500 Penalty: 2948.734863
	Iteration 13Q: 3 clusters Score -774805.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -775034.625000 Penalty: 2948.734863
	Iteration 14Q: 3 clusters Score -775034.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -775193.187500 Penalty: 2948.734863
	Iteration 15Q: 3 clusters Score -775193.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -775313.250000 Penalty: 2948.734863
	Iteration 16Q: 3 clusters Score -775313.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -775416.812500 Penalty: 2948.734863
	Iteration 17Q: 3 clusters Score -775416.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -775500.875000 Penalty: 2948.734863
	Iteration 18Q: 3 clusters Score -775500.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -775576.500000 Penalty: 2948.734863
	Iteration 19Q: 3 clusters Score -775576.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -775639.187500 Penalty: 2948.734863
	Iteration 20F: 3 clusters Score -775639.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -775689.250000 Penalty: 2948.734863
	Iteration 21Q: 3 clusters Score -775689.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -775731.562500 Penalty: 2948.734863
	Iteration 22Q: 3 clusters Score -775731.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -775754.750000 Penalty: 2948.734863
	Iteration 23Q: 3 clusters Score -775754.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -775764.500000 Penalty: 2948.734863
	Iteration 24Q: 3 clusters Score -775764.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -775776.250000 Penalty: 2948.734863
	Iteration 25Q: 3 clusters Score -775776.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -775788.625000 Penalty: 2948.734863
	Iteration 26Q: 3 clusters Score -775788.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -775802.375000 Penalty: 2948.734863
	Iteration 27Q: 3 clusters Score -775802.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -775816.937500 Penalty: 2948.734863
	Iteration 28Q: 3 clusters Score -775816.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -775829.875000 Penalty: 2948.734863
	Iteration 29Q: 3 clusters Score -775829.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -775843.250000 Penalty: 2948.734863
	Iteration 30Q: 3 clusters Score -775843.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -775849.250000 Penalty: 2948.734863
	Iteration 31Q: 3 clusters Score -775849.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -775855.312500 Penalty: 2948.734863
	Iteration 32Q: 3 clusters Score -775855.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -775860.562500 Penalty: 2948.734863
	Iteration 33Q: 3 clusters Score -775860.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -775869.500000 Penalty: 2948.734863
	Iteration 34Q: 3 clusters Score -775869.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -775873.812500 Penalty: 2948.734863
	Iteration 35Q: 3 clusters Score -775873.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -775882.625000 Penalty: 2948.734863
	Iteration 36Q: 3 clusters Score -775882.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -775888.125000 Penalty: 2948.734863
	Iteration 37Q: 3 clusters Score -775888.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -775897.250000 Penalty: 2948.734863
	Iteration 38Q: 3 clusters Score -775897.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -775904.500000 Penalty: 2948.734863
	Iteration 39Q: 3 clusters Score -775904.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -775911.000000 Penalty: 2948.734863
	Iteration 40F: 3 clusters Score -775911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -775915.687500 Penalty: 2948.734863
	Iteration 41Q: 3 clusters Score -775915.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -775926.625000 Penalty: 2948.734863
	Iteration 42Q: 3 clusters Score -775926.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -775929.250000 Penalty: 2948.734863
	Iteration 43Q: 3 clusters Score -775929.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -775934.000000 Penalty: 2948.734863
	Iteration 44Q: 3 clusters Score -775934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -775937.250000 Penalty: 2948.734863
	Iteration 45Q: 3 clusters Score -775937.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -775944.000000 Penalty: 2948.734863
	Iteration 46Q: 3 clusters Score -775944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -775957.250000 Penalty: 2948.734863
	Iteration 47Q: 3 clusters Score -775957.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -775971.750000 Penalty: 2948.734863
	Iteration 48Q: 3 clusters Score -775971.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -775987.437500 Penalty: 2948.734863
	Iteration 49Q: 3 clusters Score -775987.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -776001.250000 Penalty: 2948.734863
	Iteration 50Q: 3 clusters Score -776001.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -776019.875000 Penalty: 2948.734863
	Iteration 51Q: 3 clusters Score -776019.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -776042.875000 Penalty: 2948.734863
	Iteration 52Q: 3 clusters Score -776042.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -776065.187500 Penalty: 2948.734863
	Iteration 53Q: 3 clusters Score -776065.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -776085.437500 Penalty: 2948.734863
	Iteration 54Q: 3 clusters Score -776085.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -776100.000000 Penalty: 2948.734863
	Iteration 55Q: 3 clusters Score -776100 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -776109.625000 Penalty: 2948.734863
	Iteration 56Q: 3 clusters Score -776109.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -776125.250000 Penalty: 2948.734863
	Iteration 57Q: 3 clusters Score -776125.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -776136.812500 Penalty: 2948.734863
	Iteration 58Q: 3 clusters Score -776136.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -776145.000000 Penalty: 2948.734863
	Iteration 59Q: 3 clusters Score -776145 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -776150.187500 Penalty: 2948.734863
	Iteration 60F: 3 clusters Score -776150.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -776154.500000 Penalty: 2948.734863
	Iteration 61Q: 3 clusters Score -776154.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -776165.000000 Penalty: 2948.734863
	Iteration 62Q: 3 clusters Score -776165 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -776170.062500 Penalty: 2948.734863
	Iteration 63Q: 3 clusters Score -776170.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -776178.625000 Penalty: 2948.734863
	Iteration 64Q: 3 clusters Score -776178.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -776183.500000 Penalty: 2948.734863
	Iteration 65Q: 3 clusters Score -776183.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -776189.562500 Penalty: 2948.734863
	Iteration 66Q: 3 clusters Score -776189.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -776192.812500 Penalty: 2948.734863
	Iteration 67Q: 3 clusters Score -776192.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -776194.687500 Penalty: 2948.734863
	Iteration 68Q: 3 clusters Score -776194.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -776198.187500 Penalty: 2948.734863
	Iteration 69Q: 3 clusters Score -776198.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -776201.562500 Penalty: 2948.734863
	Iteration 70Q: 3 clusters Score -776201.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -776203.312500 Penalty: 2948.734863
	Iteration 71Q: 3 clusters Score -776203.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -776208.000000 Penalty: 2948.734863
	Iteration 72Q: 3 clusters Score -776208 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -776209.187500 Penalty: 2948.734863
	Iteration 73Q: 3 clusters Score -776209.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -776210.937500 Penalty: 2948.734863
	Iteration 74Q: 3 clusters Score -776210.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -776215.625000 Penalty: 2948.734863
	Iteration 75Q: 3 clusters Score -776215.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -776220.250000 Penalty: 2948.734863
	Iteration 76Q: 3 clusters Score -776220.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -776222.125000 Penalty: 2948.734863
	Iteration 77Q: 3 clusters Score -776222.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -776225.687500 Penalty: 2948.734863
	Iteration 78Q: 3 clusters Score -776225.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -776226.062500 Penalty: 2948.734863
	Iteration 79Q: 3 clusters Score -776226.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -776226.562500 Penalty: 2948.734863
	Iteration 80F: 3 clusters Score -776226.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -776230.000000 Penalty: 2948.734863
	Iteration 81Q: 3 clusters Score -776230 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -776230.437500 Penalty: 2948.734863
	Iteration 82Q: 3 clusters Score -776230.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -776233.562500 Penalty: 2948.734863
	Iteration 83Q: 3 clusters Score -776233.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -776233.125000 Penalty: 2948.734863
	Iteration 84Q: 3 clusters Score -776233.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -776235.062500 Penalty: 2948.734863
	Iteration 85Q: 3 clusters Score -776235.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -776238.187500 Penalty: 2948.734863
	Iteration 86Q: 3 clusters Score -776238.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -776237.062500 Penalty: 2948.734863
	Iteration 87Q: 3 clusters Score -776237.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -776239.437500 Penalty: 2948.734863
	Iteration 88Q: 3 clusters Score -776239.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -776238.750000 Penalty: 2948.734863
	Iteration 89Q: 3 clusters Score -776238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -776238.125000 Penalty: 2948.734863
	Iteration 90Q: 3 clusters Score -776238.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -776241.562500 Penalty: 2948.734863
	Iteration 91Q: 3 clusters Score -776241.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -776240.437500 Penalty: 2948.734863
	Iteration 92Q: 3 clusters Score -776240.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -776240.250000 Penalty: 2948.734863
	Iteration 93Q: 3 clusters Score -776240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -776241.562500 Penalty: 2948.734863
	Iteration 94Q: 3 clusters Score -776241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -776241.375000 Penalty: 2948.734863
	Iteration 95Q: 3 clusters Score -776241.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -776241.250000 Penalty: 2948.734863
	Iteration 96Q: 3 clusters Score -776241.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -776241.250000 Penalty: 2948.734863
	Iteration 97F: 3 clusters Score -776241.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Entering Unmasked Estep 
Score: -757460.312500 Penalty: 1474.087524
	Iteration 0F: 2 clusters Score -757460.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -751101.562500 Penalty: 2948.175049
	Iteration 0F: 3 clusters Score -751101.6 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -753135.187500 Penalty: 2948.175049
	Iteration 1F: 3 clusters Score -753135.2 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -753348.062500 Penalty: 2948.175049
	Iteration 2F: 3 clusters Score -753348.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -753496.500000 Penalty: 2948.175049
	Iteration 3Q: 3 clusters Score -753496.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -753643.125000 Penalty: 2948.175049
	Iteration 4Q: 3 clusters Score -753643.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -753814.750000 Penalty: 2948.175049
	Iteration 5Q: 3 clusters Score -753814.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -754017.437500 Penalty: 2948.175049
	Iteration 6Q: 3 clusters Score -754017.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -754244.937500 Penalty: 2948.175049
	Iteration 7Q: 3 clusters Score -754244.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -754530.750000 Penalty: 2948.175049
	Iteration 8Q: 3 clusters Score -754530.8 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -754815.312500 Penalty: 2948.175049
	Iteration 9Q: 3 clusters Score -754815.3 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -755075.750000 Penalty: 2948.175049
	Iteration 10Q: 3 clusters Score -755075.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -755301.500000 Penalty: 2948.175049
	Iteration 11Q: 3 clusters Score -755301.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -755526.812500 Penalty: 2948.175049
	Iteration 12Q: 3 clusters Score -755526.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -755709.750000 Penalty: 2948.175049
	Iteration 13Q: 3 clusters Score -755709.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -755859.937500 Penalty: 2948.175049
	Iteration 14Q: 3 clusters Score -755859.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -755948.875000 Penalty: 2948.175049
	Iteration 15Q: 3 clusters Score -755948.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -756031.875000 Penalty: 2948.175049
	Iteration 16Q: 3 clusters Score -756031.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -756083.187500 Penalty: 2948.175049
	Iteration 17Q: 3 clusters Score -756083.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -756111.375000 Penalty: 2948.175049
	Iteration 18Q: 3 clusters Score -756111.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -756133.062500 Penalty: 2948.175049
	Iteration 19Q: 3 clusters Score -756133.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -756158.312500 Penalty: 2948.175049
	Iteration 20F: 3 clusters Score -756158.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -756171.125000 Penalty: 2948.175049
	Iteration 21Q: 3 clusters Score -756171.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -756178.312500 Penalty: 2948.175049
	Iteration 22Q: 3 clusters Score -756178.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -756186.562500 Penalty: 2948.175049
	Iteration 23Q: 3 clusters Score -756186.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -756187.875000 Penalty: 2948.175049
	Iteration 24Q: 3 clusters Score -756187.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -756190.062500 Penalty: 2948.175049
	Iteration 25Q: 3 clusters Score -756190.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -756198.062500 Penalty: 2948.175049
	Iteration 26Q: 3 clusters Score -756198.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -756208.062500 Penalty: 2948.175049
	Iteration 27Q: 3 clusters Score -756208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -756210.937500 Penalty: 2948.175049
	Iteration 28Q: 3 clusters Score -756210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -756217.500000 Penalty: 2948.175049
	Iteration 29Q: 3 clusters Score -756217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -756222.125000 Penalty: 2948.175049
	Iteration 30Q: 3 clusters Score -756222.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -756223.750000 Penalty: 2948.175049
	Iteration 31Q: 3 clusters Score -756223.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -756227.937500 Penalty: 2948.175049
	Iteration 32Q: 3 clusters Score -756227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -756232.875000 Penalty: 2948.175049
	Iteration 33Q: 3 clusters Score -756232.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -756240.062500 Penalty: 2948.175049
	Iteration 34Q: 3 clusters Score -756240.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -756243.937500 Penalty: 2948.175049
	Iteration 35Q: 3 clusters Score -756243.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -756245.562500 Penalty: 2948.175049
	Iteration 36Q: 3 clusters Score -756245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -756245.375000 Penalty: 2948.175049
	Iteration 37Q: 3 clusters Score -756245.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -756245.625000 Penalty: 2948.175049
	Iteration 38Q: 3 clusters Score -756245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -756245.625000 Penalty: 2948.175049
	Iteration 39F: 3 clusters Score -756245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Entering Unmasked Estep 
Score: -369932.500000 Penalty: 1356.637329
	Iteration 0F: 2 clusters Score -369932.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -366468.062500 Penalty: 2713.274658
	Iteration 0F: 3 clusters Score -366468.1 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -367380.187500 Penalty: 2713.274658
	Iteration 1F: 3 clusters Score -367380.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -367511.656250 Penalty: 2713.274658
	Iteration 2F: 3 clusters Score -367511.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -367622.562500 Penalty: 2713.274658
	Iteration 3Q: 3 clusters Score -367622.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -367713.906250 Penalty: 2713.274658
	Iteration 4Q: 3 clusters Score -367713.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -367789.750000 Penalty: 2713.274658
	Iteration 5Q: 3 clusters Score -367789.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -367854.125000 Penalty: 2713.274658
	Iteration 6Q: 3 clusters Score -367854.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -367917.343750 Penalty: 2713.274658
	Iteration 7Q: 3 clusters Score -367917.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -367970.062500 Penalty: 2713.274658
	Iteration 8Q: 3 clusters Score -367970.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -368023.218750 Penalty: 2713.274658
	Iteration 9Q: 3 clusters Score -368023.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -368069.968750 Penalty: 2713.274658
	Iteration 10Q: 3 clusters Score -368070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -368124.718750 Penalty: 2713.274658
	Iteration 11Q: 3 clusters Score -368124.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -368205.375000 Penalty: 2713.274658
	Iteration 12Q: 3 clusters Score -368205.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -368274.218750 Penalty: 2713.274658
	Iteration 13Q: 3 clusters Score -368274.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -368336.156250 Penalty: 2713.274658
	Iteration 14Q: 3 clusters Score -368336.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -368396.312500 Penalty: 2713.274658
	Iteration 15Q: 3 clusters Score -368396.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -368471.906250 Penalty: 2713.274658
	Iteration 16Q: 3 clusters Score -368471.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -368567.031250 Penalty: 2713.274658
	Iteration 17Q: 3 clusters Score -368567 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -368661.437500 Penalty: 2713.274658
	Iteration 18Q: 3 clusters Score -368661.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -368727.843750 Penalty: 2713.274658
	Iteration 19Q: 3 clusters Score -368727.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -368776.343750 Penalty: 2713.274658
	Iteration 20F: 3 clusters Score -368776.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -368812.625000 Penalty: 2713.274658
	Iteration 21Q: 3 clusters Score -368812.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -368851.156250 Penalty: 2713.274658
	Iteration 22Q: 3 clusters Score -368851.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -368895.031250 Penalty: 2713.274658
	Iteration 23Q: 3 clusters Score -368895 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -368949.750000 Penalty: 2713.274658
	Iteration 24Q: 3 clusters Score -368949.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -369001.468750 Penalty: 2713.274658
	Iteration 25Q: 3 clusters Score -369001.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -369043.500000 Penalty: 2713.274658
	Iteration 26Q: 3 clusters Score -369043.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -369072.250000 Penalty: 2713.274658
	Iteration 27Q: 3 clusters Score -369072.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -369087.968750 Penalty: 2713.274658
	Iteration 28Q: 3 clusters Score -369088 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -369105.468750 Penalty: 2713.274658
	Iteration 29Q: 3 clusters Score -369105.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -369121.656250 Penalty: 2713.274658
	Iteration 30Q: 3 clusters Score -369121.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -369129.687500 Penalty: 2713.274658
	Iteration 31Q: 3 clusters Score -369129.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -369132.875000 Penalty: 2713.274658
	Iteration 32Q: 3 clusters Score -369132.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -369134.843750 Penalty: 2713.274658
	Iteration 33Q: 3 clusters Score -369134.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -369135.093750 Penalty: 2713.274658
	Iteration 34Q: 3 clusters Score -369135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -369139.843750 Penalty: 2713.274658
	Iteration 35F: 3 clusters Score -369139.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -369147.875000 Penalty: 2713.274658
	Iteration 36Q: 3 clusters Score -369147.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -369153.562500 Penalty: 2713.274658
	Iteration 37Q: 3 clusters Score -369153.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -369158.312500 Penalty: 2713.274658
	Iteration 38Q: 3 clusters Score -369158.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -369160.000000 Penalty: 2713.274658
	Iteration 39Q: 3 clusters Score -369160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -369162.375000 Penalty: 2713.274658
	Iteration 40F: 3 clusters Score -369162.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -369162.687500 Penalty: 2713.274658
	Iteration 41Q: 3 clusters Score -369162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -369163.031250 Penalty: 2713.274658
	Iteration 42Q: 3 clusters Score -369163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -369163.375000 Penalty: 2713.274658
	Iteration 43Q: 3 clusters Score -369163.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -369163.781250 Penalty: 2713.274658
	Iteration 44Q: 3 clusters Score -369163.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -369164.812500 Penalty: 2713.274658
	Iteration 45Q: 3 clusters Score -369164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -369165.187500 Penalty: 2713.274658
	Iteration 46Q: 3 clusters Score -369165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -369165.187500 Penalty: 2713.274658
	Iteration 47F: 3 clusters Score -369165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Entering Unmasked Estep 
Score: -2007149.750000 Penalty: 1633.077271
	Iteration 0F: 2 clusters Score -2007150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1991433.625000 Penalty: 3266.154541
	Iteration 0F: 3 clusters Score -1991434 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1997422.750000 Penalty: 3266.154541
	Iteration 1F: 3 clusters Score -1997423 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -1998154.250000 Penalty: 3266.154541
	Iteration 2F: 3 clusters Score -1998154 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1999114.125000 Penalty: 3266.154541
	Iteration 3F: 3 clusters Score -1999114 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2000276.500000 Penalty: 3266.154541
	Iteration 4F: 3 clusters Score -2000276 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2001608.250000 Penalty: 3266.154541
	Iteration 5F: 3 clusters Score -2001608 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -2002932.000000 Penalty: 3266.154541
	Iteration 6F: 3 clusters Score -2002932 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2003942.125000 Penalty: 3266.154541
	Iteration 7F: 3 clusters Score -2003942 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2004744.125000 Penalty: 3266.154541
	Iteration 8Q: 3 clusters Score -2004744 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2005363.625000 Penalty: 3266.154541
	Iteration 9Q: 3 clusters Score -2005364 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2005866.375000 Penalty: 3266.154541
	Iteration 10Q: 3 clusters Score -2005866 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2006252.875000 Penalty: 3266.154541
	Iteration 11Q: 3 clusters Score -2006253 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -2006551.500000 Penalty: 3266.154541
	Iteration 12Q: 3 clusters Score -2006552 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2006735.000000 Penalty: 3266.154541
	Iteration 13Q: 3 clusters Score -2006735 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2006847.750000 Penalty: 3266.154541
	Iteration 14Q: 3 clusters Score -2006848 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2006909.250000 Penalty: 3266.154541
	Iteration 15Q: 3 clusters Score -2006909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -2006950.750000 Penalty: 3266.154541
	Iteration 16Q: 3 clusters Score -2006951 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2006993.375000 Penalty: 3266.154541
	Iteration 17Q: 3 clusters Score -2006993 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 14617 members 
Entering Unmasked Estep 
Score: -2007025.875000 Penalty: 3266.154541
	Iteration 18Q: 3 clusters Score -2007026 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -2007048.625000 Penalty: 3266.154541
	Iteration 19Q: 3 clusters Score -2007049 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2007066.875000 Penalty: 3266.154541
	Iteration 20F: 3 clusters Score -2007067 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2007080.250000 Penalty: 3266.154541
	Iteration 21Q: 3 clusters Score -2007080 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2007097.750000 Penalty: 3266.154541
	Iteration 22Q: 3 clusters Score -2007098 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2007103.875000 Penalty: 3266.154541
	Iteration 23Q: 3 clusters Score -2007104 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2007105.500000 Penalty: 3266.154541
	Iteration 24Q: 3 clusters Score -2007106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2007113.375000 Penalty: 3266.154541
	Iteration 25Q: 3 clusters Score -2007113 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2007122.500000 Penalty: 3266.154541
	Iteration 26Q: 3 clusters Score -2007122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -2007135.500000 Penalty: 3266.154541
	Iteration 27Q: 3 clusters Score -2007136 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2007152.125000 Penalty: 3266.154541
	Iteration 28Q: 3 clusters Score -2007152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -2007153.750000 Penalty: 3266.154541
	Iteration 29Q: 3 clusters Score -2007154 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -2007167.375000 Penalty: 3266.154541
	Iteration 30Q: 3 clusters Score -2007167 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2007174.500000 Penalty: 3266.154541
	Iteration 31Q: 3 clusters Score -2007174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -2007173.125000 Penalty: 3266.154541
	Iteration 32Q: 3 clusters Score -2007173 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2007178.625000 Penalty: 3266.154541
	Iteration 33Q: 3 clusters Score -2007179 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2007179.750000 Penalty: 3266.154541
	Iteration 34Q: 3 clusters Score -2007180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2007185.250000 Penalty: 3266.154541
	Iteration 35Q: 3 clusters Score -2007185 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2007188.500000 Penalty: 3266.154541
	Iteration 36Q: 3 clusters Score -2007188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2007194.125000 Penalty: 3266.154541
	Iteration 37Q: 3 clusters Score -2007194 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2007198.500000 Penalty: 3266.154541
	Iteration 38Q: 3 clusters Score -2007198 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2007216.750000 Penalty: 3266.154541
	Iteration 39Q: 3 clusters Score -2007217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -2007220.500000 Penalty: 3266.154541
	Iteration 40F: 3 clusters Score -2007220 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2007225.625000 Penalty: 3266.154541
	Iteration 41Q: 3 clusters Score -2007226 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -2007224.375000 Penalty: 3266.154541
	Iteration 42Q: 3 clusters Score -2007224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -2007225.125000 Penalty: 3266.154541
	Iteration 43Q: 3 clusters Score -2007225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2007226.875000 Penalty: 3266.154541
	Iteration 44Q: 3 clusters Score -2007227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2007223.625000 Penalty: 3266.154541
	Iteration 45Q: 3 clusters Score -2007224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2007227.125000 Penalty: 3266.154541
	Iteration 46Q: 3 clusters Score -2007227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2007227.375000 Penalty: 3266.154541
	Iteration 47Q: 3 clusters Score -2007227 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2007223.125000 Penalty: 3266.154541
	Iteration 48Q: 3 clusters Score -2007223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -2007233.000000 Penalty: 3266.154541
	Iteration 49Q: 3 clusters Score -2007233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2007236.500000 Penalty: 3266.154541
	Iteration 50Q: 3 clusters Score -2007236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2007234.875000 Penalty: 3266.154541
	Iteration 51Q: 3 clusters Score -2007235 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2007233.250000 Penalty: 3266.154541
	Iteration 52Q: 3 clusters Score -2007233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2007246.875000 Penalty: 3266.154541
	Iteration 53Q: 3 clusters Score -2007247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2007244.375000 Penalty: 3266.154541
	Iteration 54Q: 3 clusters Score -2007244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2007238.875000 Penalty: 3266.154541
	Iteration 55Q: 3 clusters Score -2007239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2007238.875000 Penalty: 3266.154541
	Iteration 56Q: 3 clusters Score -2007239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -2007241.000000 Penalty: 3266.154541
	Iteration 57Q: 3 clusters Score -2007241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2007243.250000 Penalty: 3266.154541
	Iteration 58Q: 3 clusters Score -2007243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2007246.375000 Penalty: 3266.154541
	Iteration 59Q: 3 clusters Score -2007246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2007245.375000 Penalty: 3266.154541
	Iteration 60F: 3 clusters Score -2007245 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2007247.500000 Penalty: 3266.154541
	Iteration 61Q: 3 clusters Score -2007248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2007250.250000 Penalty: 3266.154541
	Iteration 62Q: 3 clusters Score -2007250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2007253.125000 Penalty: 3266.154541
	Iteration 63Q: 3 clusters Score -2007253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -2007254.500000 Penalty: 3266.154541
	Iteration 64Q: 3 clusters Score -2007254 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2007250.125000 Penalty: 3266.154541
	Iteration 65Q: 3 clusters Score -2007250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2007257.125000 Penalty: 3266.154541
	Iteration 66Q: 3 clusters Score -2007257 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -2007260.375000 Penalty: 3266.154541
	Iteration 67Q: 3 clusters Score -2007260 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
Score: -2007261.000000 Penalty: 3266.154541
	Iteration 68Q: 3 clusters Score -2007261 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2007255.625000 Penalty: 3266.154541
	Iteration 69Q: 3 clusters Score -2007256 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2007263.750000 Penalty: 3266.154541
	Iteration 70Q: 3 clusters Score -2007264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2007259.125000 Penalty: 3266.154541
	Iteration 71Q: 3 clusters Score -2007259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2007261.625000 Penalty: 3266.154541
	Iteration 72Q: 3 clusters Score -2007262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -2007262.125000 Penalty: 3266.154541
	Iteration 73Q: 3 clusters Score -2007262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2007259.875000 Penalty: 3266.154541
	Iteration 74Q: 3 clusters Score -2007260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
Score: -2007267.250000 Penalty: 3266.154541
	Iteration 75Q: 3 clusters Score -2007267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -2007264.500000 Penalty: 3266.154541
	Iteration 76Q: 3 clusters Score -2007264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2007262.500000 Penalty: 3266.154541
	Iteration 77Q: 3 clusters Score -2007262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -2007261.750000 Penalty: 3266.154541
	Iteration 78Q: 3 clusters Score -2007262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -2007261.875000 Penalty: 3266.154541
	Iteration 79Q: 3 clusters Score -2007262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2007262.500000 Penalty: 3266.154541
	Iteration 80F: 3 clusters Score -2007262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2007260.000000 Penalty: 3266.154541
	Iteration 81Q: 3 clusters Score -2007260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2007260.000000 Penalty: 3266.154541
	Iteration 82F: 3 clusters Score -2007260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 6604 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 10015 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 16545 members 
Entering Unmasked Estep 
Score: -40882316.000000 Penalty: 76597.609375
Splitting cluster 24 changes total score from -40882648.000000 to -40882316.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 25 (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: -375992.843750 Penalty: 1362.010376
	Iteration 0F: 2 clusters Score -375992.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -372455.687500 Penalty: 2724.020752
	Iteration 0F: 3 clusters Score -372455.7 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -373602.406250 Penalty: 2724.020752
	Iteration 1F: 3 clusters Score -373602.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -374108.468750 Penalty: 2724.020752
	Iteration 2F: 3 clusters Score -374108.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -374574.843750 Penalty: 2724.020752
	Iteration 3F: 3 clusters Score -374574.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -374923.843750 Penalty: 2724.020752
	Iteration 4F: 3 clusters Score -374923.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -375134.625000 Penalty: 2724.020752
	Iteration 5F: 3 clusters Score -375134.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -375246.468750 Penalty: 2724.020752
	Iteration 6Q: 3 clusters Score -375246.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -375309.718750 Penalty: 2724.020752
	Iteration 7Q: 3 clusters Score -375309.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -375344.906250 Penalty: 2724.020752
	Iteration 8Q: 3 clusters Score -375344.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -375365.500000 Penalty: 2724.020752
	Iteration 9Q: 3 clusters Score -375365.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -375382.156250 Penalty: 2724.020752
	Iteration 10Q: 3 clusters Score -375382.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -375396.218750 Penalty: 2724.020752
	Iteration 11Q: 3 clusters Score -375396.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -375405.406250 Penalty: 2724.020752
	Iteration 12Q: 3 clusters Score -375405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -375412.687500 Penalty: 2724.020752
	Iteration 13Q: 3 clusters Score -375412.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -375419.187500 Penalty: 2724.020752
	Iteration 14Q: 3 clusters Score -375419.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -375425.687500 Penalty: 2724.020752
	Iteration 15Q: 3 clusters Score -375425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -375432.343750 Penalty: 2724.020752
	Iteration 16Q: 3 clusters Score -375432.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -375439.343750 Penalty: 2724.020752
	Iteration 17Q: 3 clusters Score -375439.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -375446.125000 Penalty: 2724.020752
	Iteration 18Q: 3 clusters Score -375446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -375451.562500 Penalty: 2724.020752
	Iteration 19Q: 3 clusters Score -375451.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -375457.718750 Penalty: 2724.020752
	Iteration 20F: 3 clusters Score -375457.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -375473.812500 Penalty: 2724.020752
	Iteration 21Q: 3 clusters Score -375473.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -375489.250000 Penalty: 2724.020752
	Iteration 22Q: 3 clusters Score -375489.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -375498.781250 Penalty: 2724.020752
	Iteration 23Q: 3 clusters Score -375498.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -375509.812500 Penalty: 2724.020752
	Iteration 24Q: 3 clusters Score -375509.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -375516.843750 Penalty: 2724.020752
	Iteration 25Q: 3 clusters Score -375516.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -375522.343750 Penalty: 2724.020752
	Iteration 26Q: 3 clusters Score -375522.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -375527.812500 Penalty: 2724.020752
	Iteration 27Q: 3 clusters Score -375527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -375532.687500 Penalty: 2724.020752
	Iteration 28Q: 3 clusters Score -375532.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -375541.812500 Penalty: 2724.020752
	Iteration 29Q: 3 clusters Score -375541.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -375553.281250 Penalty: 2724.020752
	Iteration 30Q: 3 clusters Score -375553.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -375566.531250 Penalty: 2724.020752
	Iteration 31Q: 3 clusters Score -375566.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -375584.031250 Penalty: 2724.020752
	Iteration 32Q: 3 clusters Score -375584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -375603.375000 Penalty: 2724.020752
	Iteration 33Q: 3 clusters Score -375603.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -375611.968750 Penalty: 2724.020752
	Iteration 34Q: 3 clusters Score -375612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -375619.593750 Penalty: 2724.020752
	Iteration 35Q: 3 clusters Score -375619.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -375628.218750 Penalty: 2724.020752
	Iteration 36Q: 3 clusters Score -375628.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -375636.937500 Penalty: 2724.020752
	Iteration 37Q: 3 clusters Score -375636.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -375644.093750 Penalty: 2724.020752
	Iteration 38Q: 3 clusters Score -375644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -375649.406250 Penalty: 2724.020752
	Iteration 39Q: 3 clusters Score -375649.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -375653.250000 Penalty: 2724.020752
	Iteration 40F: 3 clusters Score -375653.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -375653.343750 Penalty: 2724.020752
	Iteration 41Q: 3 clusters Score -375653.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -375654.500000 Penalty: 2724.020752
	Iteration 42Q: 3 clusters Score -375654.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -375654.406250 Penalty: 2724.020752
	Iteration 43Q: 3 clusters Score -375654.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -375654.781250 Penalty: 2724.020752
	Iteration 44Q: 3 clusters Score -375654.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -375654.781250 Penalty: 2724.020752
	Iteration 45F: 3 clusters Score -375654.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Entering Unmasked Estep 
Score: -868805.625000 Penalty: 1496.923950
	Iteration 0F: 2 clusters Score -868805.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -861701.500000 Penalty: 2993.847900
	Iteration 0F: 3 clusters Score -861701.5 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -864893.250000 Penalty: 2993.847900
	Iteration 1F: 3 clusters Score -864893.2 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -865746.937500 Penalty: 2993.847900
	Iteration 2F: 3 clusters Score -865746.9 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -866342.437500 Penalty: 2993.847900
	Iteration 3F: 3 clusters Score -866342.4 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -866956.375000 Penalty: 2993.847900
	Iteration 4F: 3 clusters Score -866956.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -867643.375000 Penalty: 2993.847900
	Iteration 5F: 3 clusters Score -867643.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -868263.375000 Penalty: 2993.847900
	Iteration 6F: 3 clusters Score -868263.4 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -868744.875000 Penalty: 2993.847900
	Iteration 7F: 3 clusters Score -868744.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -869083.187500 Penalty: 2993.847900
	Iteration 8Q: 3 clusters Score -869083.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -869312.812500 Penalty: 2993.847900
	Iteration 9Q: 3 clusters Score -869312.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -869469.375000 Penalty: 2993.847900
	Iteration 10Q: 3 clusters Score -869469.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -869561.625000 Penalty: 2993.847900
	Iteration 11Q: 3 clusters Score -869561.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -869632.250000 Penalty: 2993.847900
	Iteration 12Q: 3 clusters Score -869632.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -869677.625000 Penalty: 2993.847900
	Iteration 13Q: 3 clusters Score -869677.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -869714.062500 Penalty: 2993.847900
	Iteration 14Q: 3 clusters Score -869714.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -869758.312500 Penalty: 2993.847900
	Iteration 15Q: 3 clusters Score -869758.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -869833.437500 Penalty: 2993.847900
	Iteration 16Q: 3 clusters Score -869833.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -869904.375000 Penalty: 2993.847900
	Iteration 17Q: 3 clusters Score -869904.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -869926.250000 Penalty: 2993.847900
	Iteration 18Q: 3 clusters Score -869926.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -869932.250000 Penalty: 2993.847900
	Iteration 19Q: 3 clusters Score -869932.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -869937.437500 Penalty: 2993.847900
	Iteration 20F: 3 clusters Score -869937.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -869938.437500 Penalty: 2993.847900
	Iteration 21Q: 3 clusters Score -869938.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -869938.500000 Penalty: 2993.847900
	Iteration 22Q: 3 clusters Score -869938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -869938.500000 Penalty: 2993.847900
	Iteration 23F: 3 clusters Score -869938.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9504 members 
Entering Unmasked Estep 
Score: -40883156.000000 Penalty: 76597.609375
Splitting cluster 26 changes total score from -40882648.000000 to -40883156.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 27 (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: -279720.500000 Penalty: 1318.772095
	Iteration 0F: 2 clusters Score -279720.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -276799.843750 Penalty: 2637.544189
	Iteration 0F: 3 clusters Score -276799.8 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -277567.781250 Penalty: 2637.544189
	Iteration 1F: 3 clusters Score -277567.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -277828.843750 Penalty: 2637.544189
	Iteration 2F: 3 clusters Score -277828.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -278031.781250 Penalty: 2637.544189
	Iteration 3F: 3 clusters Score -278031.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -278255.500000 Penalty: 2637.544189
	Iteration 4F: 3 clusters Score -278255.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -278504.125000 Penalty: 2637.544189
	Iteration 5F: 3 clusters Score -278504.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -278775.343750 Penalty: 2637.544189
	Iteration 6F: 3 clusters Score -278775.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -279041.406250 Penalty: 2637.544189
	Iteration 7F: 3 clusters Score -279041.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -279293.968750 Penalty: 2637.544189
	Iteration 8F: 3 clusters Score -279294 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -279478.781250 Penalty: 2637.544189
	Iteration 9Q: 3 clusters Score -279478.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -279591.875000 Penalty: 2637.544189
	Iteration 10Q: 3 clusters Score -279591.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -279659.812500 Penalty: 2637.544189
	Iteration 11Q: 3 clusters Score -279659.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -279689.531250 Penalty: 2637.544189
	Iteration 12Q: 3 clusters Score -279689.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -279711.437500 Penalty: 2637.544189
	Iteration 13Q: 3 clusters Score -279711.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -279728.656250 Penalty: 2637.544189
	Iteration 14Q: 3 clusters Score -279728.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -279747.750000 Penalty: 2637.544189
	Iteration 15Q: 3 clusters Score -279747.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -279762.625000 Penalty: 2637.544189
	Iteration 16Q: 3 clusters Score -279762.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -279774.125000 Penalty: 2637.544189
	Iteration 17Q: 3 clusters Score -279774.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -279782.562500 Penalty: 2637.544189
	Iteration 18Q: 3 clusters Score -279782.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -279791.500000 Penalty: 2637.544189
	Iteration 19Q: 3 clusters Score -279791.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -279797.625000 Penalty: 2637.544189
	Iteration 20F: 3 clusters Score -279797.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -279805.343750 Penalty: 2637.544189
	Iteration 21Q: 3 clusters Score -279805.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -279812.750000 Penalty: 2637.544189
	Iteration 22Q: 3 clusters Score -279812.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -279820.812500 Penalty: 2637.544189
	Iteration 23Q: 3 clusters Score -279820.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -279839.500000 Penalty: 2637.544189
	Iteration 24Q: 3 clusters Score -279839.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -279850.750000 Penalty: 2637.544189
	Iteration 25Q: 3 clusters Score -279850.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -279857.656250 Penalty: 2637.544189
	Iteration 26Q: 3 clusters Score -279857.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -279863.468750 Penalty: 2637.544189
	Iteration 27Q: 3 clusters Score -279863.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -279868.125000 Penalty: 2637.544189
	Iteration 28Q: 3 clusters Score -279868.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -279870.468750 Penalty: 2637.544189
	Iteration 29Q: 3 clusters Score -279870.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -279871.062500 Penalty: 2637.544189
	Iteration 30Q: 3 clusters Score -279871.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -279871.625000 Penalty: 2637.544189
	Iteration 31Q: 3 clusters Score -279871.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -279872.343750 Penalty: 2637.544189
	Iteration 32Q: 3 clusters Score -279872.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -279873.156250 Penalty: 2637.544189
	Iteration 33Q: 3 clusters Score -279873.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -279873.406250 Penalty: 2637.544189
	Iteration 34Q: 3 clusters Score -279873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -279873.406250 Penalty: 2637.544189
	Iteration 35F: 3 clusters Score -279873.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 1078 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 21502 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 2268 members 
Entering Unmasked Estep 
Score: -40882548.000000 Penalty: 78725.320312
Splitting cluster 27 changes total score from -40882648.000000 to -40882548.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (7986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Entering Unmasked Estep 
Score: -701618.062500 Penalty: 1460.134766
	Iteration 0F: 2 clusters Score -701618.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -695746.750000 Penalty: 2920.269531
	Iteration 0F: 3 clusters Score -695746.8 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -697532.375000 Penalty: 2920.269531
	Iteration 1F: 3 clusters Score -697532.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -697790.875000 Penalty: 2920.269531
	Iteration 2F: 3 clusters Score -697790.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -698020.750000 Penalty: 2920.269531
	Iteration 3F: 3 clusters Score -698020.8 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -698233.812500 Penalty: 2920.269531
	Iteration 4Q: 3 clusters Score -698233.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -698455.750000 Penalty: 2920.269531
	Iteration 5Q: 3 clusters Score -698455.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -698717.750000 Penalty: 2920.269531
	Iteration 6Q: 3 clusters Score -698717.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -698996.187500 Penalty: 2920.269531
	Iteration 7Q: 3 clusters Score -698996.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -699301.500000 Penalty: 2920.269531
	Iteration 8F: 3 clusters Score -699301.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -699619.000000 Penalty: 2920.269531
	Iteration 9Q: 3 clusters Score -699619 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -699922.750000 Penalty: 2920.269531
	Iteration 10Q: 3 clusters Score -699922.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -700142.312500 Penalty: 2920.269531
	Iteration 11Q: 3 clusters Score -700142.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -700311.937500 Penalty: 2920.269531
	Iteration 12Q: 3 clusters Score -700311.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -700401.312500 Penalty: 2920.269531
	Iteration 13Q: 3 clusters Score -700401.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -700445.562500 Penalty: 2920.269531
	Iteration 14Q: 3 clusters Score -700445.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -700472.000000 Penalty: 2920.269531
	Iteration 15Q: 3 clusters Score -700472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -700487.125000 Penalty: 2920.269531
	Iteration 16Q: 3 clusters Score -700487.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -700494.937500 Penalty: 2920.269531
	Iteration 17Q: 3 clusters Score -700494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -700500.125000 Penalty: 2920.269531
	Iteration 18Q: 3 clusters Score -700500.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -700504.937500 Penalty: 2920.269531
	Iteration 19Q: 3 clusters Score -700504.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -700509.875000 Penalty: 2920.269531
	Iteration 20F: 3 clusters Score -700509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -700515.437500 Penalty: 2920.269531
	Iteration 21Q: 3 clusters Score -700515.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -700520.500000 Penalty: 2920.269531
	Iteration 22Q: 3 clusters Score -700520.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -700524.312500 Penalty: 2920.269531
	Iteration 23Q: 3 clusters Score -700524.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -700531.125000 Penalty: 2920.269531
	Iteration 24Q: 3 clusters Score -700531.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -700531.375000 Penalty: 2920.269531
	Iteration 25Q: 3 clusters Score -700531.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -700534.687500 Penalty: 2920.269531
	Iteration 26Q: 3 clusters Score -700534.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -700537.375000 Penalty: 2920.269531
	Iteration 27Q: 3 clusters Score -700537.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -700540.812500 Penalty: 2920.269531
	Iteration 28Q: 3 clusters Score -700540.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -700541.562500 Penalty: 2920.269531
	Iteration 29Q: 3 clusters Score -700541.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -700544.625000 Penalty: 2920.269531
	Iteration 30Q: 3 clusters Score -700544.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -700547.937500 Penalty: 2920.269531
	Iteration 31Q: 3 clusters Score -700547.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -700551.500000 Penalty: 2920.269531
	Iteration 32Q: 3 clusters Score -700551.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -700553.937500 Penalty: 2920.269531
	Iteration 33Q: 3 clusters Score -700553.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -700555.375000 Penalty: 2920.269531
	Iteration 34Q: 3 clusters Score -700555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -700556.062500 Penalty: 2920.269531
	Iteration 35Q: 3 clusters Score -700556.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -700556.312500 Penalty: 2920.269531
	Iteration 36Q: 3 clusters Score -700556.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -700557.375000 Penalty: 2920.269531
	Iteration 37Q: 3 clusters Score -700557.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -700557.625000 Penalty: 2920.269531
	Iteration 38Q: 3 clusters Score -700557.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -700557.625000 Penalty: 2920.269531
	Iteration 39F: 3 clusters Score -700557.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Entering Unmasked Estep 
Score: -172600.546875 Penalty: 1242.299438
	Iteration 0F: 2 clusters Score -172600.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -170524.921875 Penalty: 2484.598877
	Iteration 0F: 3 clusters Score -170524.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -171104.140625 Penalty: 2484.598877
	Iteration 1F: 3 clusters Score -171104.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171324.093750 Penalty: 2484.598877
	Iteration 2F: 3 clusters Score -171324.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -171466.734375 Penalty: 2484.598877
	Iteration 3F: 3 clusters Score -171466.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -171561.171875 Penalty: 2484.598877
	Iteration 4Q: 3 clusters Score -171561.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -171644.984375 Penalty: 2484.598877
	Iteration 5Q: 3 clusters Score -171645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171723.109375 Penalty: 2484.598877
	Iteration 6Q: 3 clusters Score -171723.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -171765.218750 Penalty: 2484.598877
	Iteration 7Q: 3 clusters Score -171765.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -171794.218750 Penalty: 2484.598877
	Iteration 8Q: 3 clusters Score -171794.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -171821.578125 Penalty: 2484.598877
	Iteration 9Q: 3 clusters Score -171821.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171850.843750 Penalty: 2484.598877
	Iteration 10Q: 3 clusters Score -171850.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171872.250000 Penalty: 2484.598877
	Iteration 11Q: 3 clusters Score -171872.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -171882.593750 Penalty: 2484.598877
	Iteration 12Q: 3 clusters Score -171882.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -171896.250000 Penalty: 2484.598877
	Iteration 13Q: 3 clusters Score -171896.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -171910.843750 Penalty: 2484.598877
	Iteration 14Q: 3 clusters Score -171910.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -171922.796875 Penalty: 2484.598877
	Iteration 15Q: 3 clusters Score -171922.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -171935.531250 Penalty: 2484.598877
	Iteration 16Q: 3 clusters Score -171935.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -171942.125000 Penalty: 2484.598877
	Iteration 17Q: 3 clusters Score -171942.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -171948.218750 Penalty: 2484.598877
	Iteration 18Q: 3 clusters Score -171948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -171952.765625 Penalty: 2484.598877
	Iteration 19Q: 3 clusters Score -171952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -171958.875000 Penalty: 2484.598877
	Iteration 20F: 3 clusters Score -171958.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171964.625000 Penalty: 2484.598877
	Iteration 21Q: 3 clusters Score -171964.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -171970.171875 Penalty: 2484.598877
	Iteration 22Q: 3 clusters Score -171970.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -171977.343750 Penalty: 2484.598877
	Iteration 23Q: 3 clusters Score -171977.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -171983.000000 Penalty: 2484.598877
	Iteration 24Q: 3 clusters Score -171983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -171987.453125 Penalty: 2484.598877
	Iteration 25Q: 3 clusters Score -171987.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -171990.468750 Penalty: 2484.598877
	Iteration 26Q: 3 clusters Score -171990.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -171997.265625 Penalty: 2484.598877
	Iteration 27Q: 3 clusters Score -171997.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172005.562500 Penalty: 2484.598877
	Iteration 28Q: 3 clusters Score -172005.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172007.609375 Penalty: 2484.598877
	Iteration 29Q: 3 clusters Score -172007.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -172011.734375 Penalty: 2484.598877
	Iteration 30Q: 3 clusters Score -172011.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -172016.031250 Penalty: 2484.598877
	Iteration 31Q: 3 clusters Score -172016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172018.015625 Penalty: 2484.598877
	Iteration 32Q: 3 clusters Score -172018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -172021.546875 Penalty: 2484.598877
	Iteration 33Q: 3 clusters Score -172021.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -172028.062500 Penalty: 2484.598877
	Iteration 34Q: 3 clusters Score -172028.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -172037.609375 Penalty: 2484.598877
	Iteration 35Q: 3 clusters Score -172037.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -172052.593750 Penalty: 2484.598877
	Iteration 36Q: 3 clusters Score -172052.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -172069.203125 Penalty: 2484.598877
	Iteration 37Q: 3 clusters Score -172069.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -172083.343750 Penalty: 2484.598877
	Iteration 38Q: 3 clusters Score -172083.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -172103.656250 Penalty: 2484.598877
	Iteration 39Q: 3 clusters Score -172103.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -172109.328125 Penalty: 2484.598877
	Iteration 40F: 3 clusters Score -172109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -172114.515625 Penalty: 2484.598877
	Iteration 41Q: 3 clusters Score -172114.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -172123.921875 Penalty: 2484.598877
	Iteration 42Q: 3 clusters Score -172123.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -172130.093750 Penalty: 2484.598877
	Iteration 43Q: 3 clusters Score -172130.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -172133.843750 Penalty: 2484.598877
	Iteration 44Q: 3 clusters Score -172133.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -172136.406250 Penalty: 2484.598877
	Iteration 45Q: 3 clusters Score -172136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -172139.703125 Penalty: 2484.598877
	Iteration 46Q: 3 clusters Score -172139.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -172141.562500 Penalty: 2484.598877
	Iteration 47Q: 3 clusters Score -172141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -172142.203125 Penalty: 2484.598877
	Iteration 48Q: 3 clusters Score -172142.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -172143.015625 Penalty: 2484.598877
	Iteration 49Q: 3 clusters Score -172143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -172143.953125 Penalty: 2484.598877
	Iteration 50Q: 3 clusters Score -172144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -172144.234375 Penalty: 2484.598877
	Iteration 51Q: 3 clusters Score -172144.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -172144.921875 Penalty: 2484.598877
	Iteration 52Q: 3 clusters Score -172144.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -172144.921875 Penalty: 2484.598877
	Iteration 53F: 3 clusters Score -172144.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110552 members 
Entering Unmasked Estep 
Score: -9634301.000000 Penalty: 1887.151733
	Iteration 0F: 2 clusters Score -9634301 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -9560510.000000 Penalty: 3774.303467
	Iteration 0F: 3 clusters Score -9560510 nChanged 52902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 54302 members 
Entering Unmasked Estep 
Score: -9591335.000000 Penalty: 3774.303467
	Iteration 1F: 3 clusters Score -9591335 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56859 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -9592296.000000 Penalty: 3774.303467
	Iteration 2Q: 3 clusters Score -9592296 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57655 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -9593635.000000 Penalty: 3774.303467
	Iteration 3Q: 3 clusters Score -9593635 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -9595472.000000 Penalty: 3774.303467
	Iteration 4Q: 3 clusters Score -9595472 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60539 members 
Mstep: Class 2 contains 50013 members 
Entering Unmasked Estep 
Score: -9598007.000000 Penalty: 3774.303467
	Iteration 5Q: 3 clusters Score -9598007 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63065 members 
Mstep: Class 2 contains 47487 members 
Entering Unmasked Estep 
Score: -9601715.000000 Penalty: 3774.303467
	Iteration 6F: 3 clusters Score -9601715 nChanged 6871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66304 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -9606535.000000 Penalty: 3774.303467
	Iteration 7F: 3 clusters Score -9606535 nChanged 7002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69766 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -9611687.000000 Penalty: 3774.303467
	Iteration 8F: 3 clusters Score -9611687 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72780 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -9615640.000000 Penalty: 3774.303467
	Iteration 9F: 3 clusters Score -9615640 nChanged 4762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75494 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -9618147.000000 Penalty: 3774.303467
	Iteration 10Q: 3 clusters Score -9618147 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77900 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -9619604.000000 Penalty: 3774.303467
	Iteration 11Q: 3 clusters Score -9619604 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80194 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -9620836.000000 Penalty: 3774.303467
	Iteration 12Q: 3 clusters Score -9620836 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82431 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -9621946.000000 Penalty: 3774.303467
	Iteration 13Q: 3 clusters Score -9621946 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84635 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -9622969.000000 Penalty: 3774.303467
	Iteration 14Q: 3 clusters Score -9622969 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86689 members 
Mstep: Class 2 contains 23863 members 
Entering Unmasked Estep 
Score: -9623885.000000 Penalty: 3774.303467
	Iteration 15Q: 3 clusters Score -9623885 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88728 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -9624760.000000 Penalty: 3774.303467
	Iteration 16Q: 3 clusters Score -9624760 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90617 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -9625646.000000 Penalty: 3774.303467
	Iteration 17Q: 3 clusters Score -9625646 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92395 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -9626431.000000 Penalty: 3774.303467
	Iteration 18Q: 3 clusters Score -9626431 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94050 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -9627166.000000 Penalty: 3774.303467
	Iteration 19Q: 3 clusters Score -9627166 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95641 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -9627830.000000 Penalty: 3774.303467
	Iteration 20F: 3 clusters Score -9627830 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97104 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -9628479.000000 Penalty: 3774.303467
	Iteration 21Q: 3 clusters Score -9628479 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98436 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -9629002.000000 Penalty: 3774.303467
	Iteration 22Q: 3 clusters Score -9629002 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99634 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -9629483.000000 Penalty: 3774.303467
	Iteration 23Q: 3 clusters Score -9629483 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100713 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -9629837.000000 Penalty: 3774.303467
	Iteration 24Q: 3 clusters Score -9629837 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -9630144.000000 Penalty: 3774.303467
	Iteration 25Q: 3 clusters Score -9630144 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102517 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -9630468.000000 Penalty: 3774.303467
	Iteration 26Q: 3 clusters Score -9630468 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -9630736.000000 Penalty: 3774.303467
	Iteration 27Q: 3 clusters Score -9630736 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -9631027.000000 Penalty: 3774.303467
	Iteration 28Q: 3 clusters Score -9631027 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104680 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -9631256.000000 Penalty: 3774.303467
	Iteration 29Q: 3 clusters Score -9631256 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105283 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -9631396.000000 Penalty: 3774.303467
	Iteration 30Q: 3 clusters Score -9631396 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -9631560.000000 Penalty: 3774.303467
	Iteration 31Q: 3 clusters Score -9631560 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106207 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -9631690.000000 Penalty: 3774.303467
	Iteration 32Q: 3 clusters Score -9631690 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106605 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -9631791.000000 Penalty: 3774.303467
	Iteration 33Q: 3 clusters Score -9631791 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106941 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -9631892.000000 Penalty: 3774.303467
	Iteration 34Q: 3 clusters Score -9631892 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107248 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -9631971.000000 Penalty: 3774.303467
	Iteration 35Q: 3 clusters Score -9631971 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107533 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -9632097.000000 Penalty: 3774.303467
	Iteration 36Q: 3 clusters Score -9632097 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -9632156.000000 Penalty: 3774.303467
	Iteration 37Q: 3 clusters Score -9632156 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108008 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -9632281.000000 Penalty: 3774.303467
	Iteration 38Q: 3 clusters Score -9632281 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108216 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9632351.000000 Penalty: 3774.303467
	Iteration 39Q: 3 clusters Score -9632351 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108381 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9632416.000000 Penalty: 3774.303467
	Iteration 40F: 3 clusters Score -9632416 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108516 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -9632437.000000 Penalty: 3774.303467
	Iteration 41Q: 3 clusters Score -9632437 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9632504.000000 Penalty: 3774.303467
	Iteration 42Q: 3 clusters Score -9632504 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108764 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -9632555.000000 Penalty: 3774.303467
	Iteration 43Q: 3 clusters Score -9632555 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -9632565.000000 Penalty: 3774.303467
	Iteration 44Q: 3 clusters Score -9632565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108959 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -9632605.000000 Penalty: 3774.303467
	Iteration 45Q: 3 clusters Score -9632605 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109046 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -9632665.000000 Penalty: 3774.303467
	Iteration 46Q: 3 clusters Score -9632665 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109110 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -9632718.000000 Penalty: 3774.303467
	Iteration 47Q: 3 clusters Score -9632718 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109178 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -9632759.000000 Penalty: 3774.303467
	Iteration 48Q: 3 clusters Score -9632759 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -9632800.000000 Penalty: 3774.303467
	Iteration 49Q: 3 clusters Score -9632800 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109265 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9632837.000000 Penalty: 3774.303467
	Iteration 50Q: 3 clusters Score -9632837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109308 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -9632874.000000 Penalty: 3774.303467
	Iteration 51Q: 3 clusters Score -9632874 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109344 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -9632873.000000 Penalty: 3774.303467
	Iteration 52Q: 3 clusters Score -9632873 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109386 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9632910.000000 Penalty: 3774.303467
	Iteration 53Q: 3 clusters Score -9632910 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109422 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9632930.000000 Penalty: 3774.303467
	Iteration 54Q: 3 clusters Score -9632930 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109450 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9632962.000000 Penalty: 3774.303467
	Iteration 55Q: 3 clusters Score -9632962 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109487 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -9632990.000000 Penalty: 3774.303467
	Iteration 56Q: 3 clusters Score -9632990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9633034.000000 Penalty: 3774.303467
	Iteration 57Q: 3 clusters Score -9633034 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9633049.000000 Penalty: 3774.303467
	Iteration 58Q: 3 clusters Score -9633049 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109523 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -9633083.000000 Penalty: 3774.303467
	Iteration 59Q: 3 clusters Score -9633083 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9633088.000000 Penalty: 3774.303467
	Iteration 60F: 3 clusters Score -9633088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9633111.000000 Penalty: 3774.303467
	Iteration 61Q: 3 clusters Score -9633111 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9633124.000000 Penalty: 3774.303467
	Iteration 62Q: 3 clusters Score -9633124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -9633124.000000 Penalty: 3774.303467
	Iteration 63Q: 3 clusters Score -9633124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109524 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -9633133.000000 Penalty: 3774.303467
	Iteration 64Q: 3 clusters Score -9633133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9633130.000000 Penalty: 3774.303467
	Iteration 65Q: 3 clusters Score -9633130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9633141.000000 Penalty: 3774.303467
	Iteration 66Q: 3 clusters Score -9633141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9633147.000000 Penalty: 3774.303467
	Iteration 67Q: 3 clusters Score -9633147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109503 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -9633153.000000 Penalty: 3774.303467
	Iteration 68Q: 3 clusters Score -9633153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109510 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -9633158.000000 Penalty: 3774.303467
	Iteration 69Q: 3 clusters Score -9633158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109515 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9633164.000000 Penalty: 3774.303467
	Iteration 70Q: 3 clusters Score -9633164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109514 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -9633158.000000 Penalty: 3774.303467
	Iteration 71Q: 3 clusters Score -9633158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109513 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9633154.000000 Penalty: 3774.303467
	Iteration 72Q: 3 clusters Score -9633154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109508 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -9633163.000000 Penalty: 3774.303467
	Iteration 73Q: 3 clusters Score -9633163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109504 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -9633174.000000 Penalty: 3774.303467
	Iteration 74Q: 3 clusters Score -9633174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109498 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -9633175.000000 Penalty: 3774.303467
	Iteration 75Q: 3 clusters Score -9633175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109494 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -9633176.000000 Penalty: 3774.303467
	Iteration 76Q: 3 clusters Score -9633176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9633175.000000 Penalty: 3774.303467
	Iteration 77Q: 3 clusters Score -9633175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9633176.000000 Penalty: 3774.303467
	Iteration 78Q: 3 clusters Score -9633176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9633177.000000 Penalty: 3774.303467
	Iteration 79Q: 3 clusters Score -9633177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9633175.000000 Penalty: 3774.303467
	Iteration 80F: 3 clusters Score -9633175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9633173.000000 Penalty: 3774.303467
	Iteration 81Q: 3 clusters Score -9633173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109492 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9633173.000000 Penalty: 3774.303467
	Iteration 82Q: 3 clusters Score -9633173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9633175.000000 Penalty: 3774.303467
	Iteration 83Q: 3 clusters Score -9633175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -9633176.000000 Penalty: 3774.303467
	Iteration 84Q: 3 clusters Score -9633176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109490 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -9633181.000000 Penalty: 3774.303467
	Iteration 85Q: 3 clusters Score -9633181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9633181.000000 Penalty: 3774.303467
	Iteration 86Q: 3 clusters Score -9633181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109488 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9633181.000000 Penalty: 3774.303467
	Iteration 87Q: 3 clusters Score -9633181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109486 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -9633183.000000 Penalty: 3774.303467
	Iteration 88Q: 3 clusters Score -9633183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9633182.000000 Penalty: 3774.303467
	Iteration 89Q: 3 clusters Score -9633182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109484 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9633182.000000 Penalty: 3774.303467
	Iteration 90F: 3 clusters Score -9633182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Entering Unmasked Estep 
Score: -372419.718750 Penalty: 1375.160400
	Iteration 0F: 2 clusters Score -372419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -368600.031250 Penalty: 2750.320801
	Iteration 0F: 3 clusters Score -368600 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -369591.718750 Penalty: 2750.320801
	Iteration 1F: 3 clusters Score -369591.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -369854.750000 Penalty: 2750.320801
	Iteration 2F: 3 clusters Score -369854.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -370115.500000 Penalty: 2750.320801
	Iteration 3F: 3 clusters Score -370115.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -370461.843750 Penalty: 2750.320801
	Iteration 4F: 3 clusters Score -370461.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -370884.562500 Penalty: 2750.320801
	Iteration 5F: 3 clusters Score -370884.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -371206.000000 Penalty: 2750.320801
	Iteration 6F: 3 clusters Score -371206 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -371448.093750 Penalty: 2750.320801
	Iteration 7F: 3 clusters Score -371448.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -371616.156250 Penalty: 2750.320801
	Iteration 8Q: 3 clusters Score -371616.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -371706.218750 Penalty: 2750.320801
	Iteration 9Q: 3 clusters Score -371706.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -371775.000000 Penalty: 2750.320801
	Iteration 10Q: 3 clusters Score -371775 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -371825.937500 Penalty: 2750.320801
	Iteration 11Q: 3 clusters Score -371825.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -371865.687500 Penalty: 2750.320801
	Iteration 12Q: 3 clusters Score -371865.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -371896.750000 Penalty: 2750.320801
	Iteration 13Q: 3 clusters Score -371896.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -371929.281250 Penalty: 2750.320801
	Iteration 14Q: 3 clusters Score -371929.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -371947.250000 Penalty: 2750.320801
	Iteration 15Q: 3 clusters Score -371947.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -371964.250000 Penalty: 2750.320801
	Iteration 16Q: 3 clusters Score -371964.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -371979.218750 Penalty: 2750.320801
	Iteration 17Q: 3 clusters Score -371979.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -371988.218750 Penalty: 2750.320801
	Iteration 18Q: 3 clusters Score -371988.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -371994.250000 Penalty: 2750.320801
	Iteration 19Q: 3 clusters Score -371994.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -371999.968750 Penalty: 2750.320801
	Iteration 20F: 3 clusters Score -372000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -372005.593750 Penalty: 2750.320801
	Iteration 21Q: 3 clusters Score -372005.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -372008.906250 Penalty: 2750.320801
	Iteration 22Q: 3 clusters Score -372008.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -372015.343750 Penalty: 2750.320801
	Iteration 23Q: 3 clusters Score -372015.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -372020.437500 Penalty: 2750.320801
	Iteration 24Q: 3 clusters Score -372020.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -372024.031250 Penalty: 2750.320801
	Iteration 25Q: 3 clusters Score -372024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -372026.343750 Penalty: 2750.320801
	Iteration 26Q: 3 clusters Score -372026.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -372029.125000 Penalty: 2750.320801
	Iteration 27Q: 3 clusters Score -372029.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -372031.000000 Penalty: 2750.320801
	Iteration 28Q: 3 clusters Score -372031 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -372034.875000 Penalty: 2750.320801
	Iteration 29Q: 3 clusters Score -372034.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -372038.781250 Penalty: 2750.320801
	Iteration 30Q: 3 clusters Score -372038.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -372042.718750 Penalty: 2750.320801
	Iteration 31Q: 3 clusters Score -372042.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -372044.468750 Penalty: 2750.320801
	Iteration 32Q: 3 clusters Score -372044.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -372046.281250 Penalty: 2750.320801
	Iteration 33Q: 3 clusters Score -372046.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -372049.000000 Penalty: 2750.320801
	Iteration 34Q: 3 clusters Score -372049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -372051.812500 Penalty: 2750.320801
	Iteration 35Q: 3 clusters Score -372051.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -372055.250000 Penalty: 2750.320801
	Iteration 36Q: 3 clusters Score -372055.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -372059.281250 Penalty: 2750.320801
	Iteration 37Q: 3 clusters Score -372059.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -372062.687500 Penalty: 2750.320801
	Iteration 38Q: 3 clusters Score -372062.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -372064.750000 Penalty: 2750.320801
	Iteration 39Q: 3 clusters Score -372064.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -372064.937500 Penalty: 2750.320801
	Iteration 40F: 3 clusters Score -372064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -372066.187500 Penalty: 2750.320801
	Iteration 41Q: 3 clusters Score -372066.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -372065.718750 Penalty: 2750.320801
	Iteration 42Q: 3 clusters Score -372065.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -372066.656250 Penalty: 2750.320801
	Iteration 43Q: 3 clusters Score -372066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -372066.843750 Penalty: 2750.320801
	Iteration 44Q: 3 clusters Score -372066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -372066.406250 Penalty: 2750.320801
	Iteration 45Q: 3 clusters Score -372066.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -372066.343750 Penalty: 2750.320801
	Iteration 46Q: 3 clusters Score -372066.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -372068.062500 Penalty: 2750.320801
	Iteration 47Q: 3 clusters Score -372068.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -372068.625000 Penalty: 2750.320801
	Iteration 48Q: 3 clusters Score -372068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -372071.968750 Penalty: 2750.320801
	Iteration 49Q: 3 clusters Score -372072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -372073.156250 Penalty: 2750.320801
	Iteration 50Q: 3 clusters Score -372073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -372074.437500 Penalty: 2750.320801
	Iteration 51Q: 3 clusters Score -372074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -372074.656250 Penalty: 2750.320801
	Iteration 52Q: 3 clusters Score -372074.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -372076.750000 Penalty: 2750.320801
	Iteration 53Q: 3 clusters Score -372076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -372077.031250 Penalty: 2750.320801
	Iteration 54Q: 3 clusters Score -372077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -372078.406250 Penalty: 2750.320801
	Iteration 55Q: 3 clusters Score -372078.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -372079.187500 Penalty: 2750.320801
	Iteration 56Q: 3 clusters Score -372079.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -372080.218750 Penalty: 2750.320801
	Iteration 57Q: 3 clusters Score -372080.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -372081.875000 Penalty: 2750.320801
	Iteration 58Q: 3 clusters Score -372081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -372083.093750 Penalty: 2750.320801
	Iteration 59Q: 3 clusters Score -372083.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -372084.968750 Penalty: 2750.320801
	Iteration 60F: 3 clusters Score -372085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -372085.781250 Penalty: 2750.320801
	Iteration 61Q: 3 clusters Score -372085.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -372086.968750 Penalty: 2750.320801
	Iteration 62Q: 3 clusters Score -372087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -372088.593750 Penalty: 2750.320801
	Iteration 63Q: 3 clusters Score -372088.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -372089.531250 Penalty: 2750.320801
	Iteration 64Q: 3 clusters Score -372089.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -372091.312500 Penalty: 2750.320801
	Iteration 65Q: 3 clusters Score -372091.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -372091.593750 Penalty: 2750.320801
	Iteration 66Q: 3 clusters Score -372091.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -372091.593750 Penalty: 2750.320801
	Iteration 67F: 3 clusters Score -372091.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -78542.593750 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -78542.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -77071.257812 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -77071.26 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -77299.242188 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -77299.24 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -77366.992188 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -77366.99 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -77408.117188 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -77408.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77433.320312 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -77433.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -77450.507812 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -77450.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -77463.367188 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -77463.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -77475.257812 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -77475.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -77485.625000 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -77485.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -77489.164062 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -77489.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -77493.570312 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -77493.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -77499.343750 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -77499.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -77502.562500 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -77502.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77506.812500 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -77506.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77507.742188 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -77507.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -77507.742188 Penalty: 2230.056152
	Iteration 15F: 3 clusters Score -77507.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Entering Unmasked Estep 
Score: -1914239.125000 Penalty: 1623.588623
	Iteration 0F: 2 clusters Score -1914239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1899327.000000 Penalty: 3247.177246
	Iteration 0F: 3 clusters Score -1899327 nChanged 9943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1904965.625000 Penalty: 3247.177246
	Iteration 1F: 3 clusters Score -1904966 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1905880.375000 Penalty: 3247.177246
	Iteration 2F: 3 clusters Score -1905880 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -1907230.500000 Penalty: 3247.177246
	Iteration 3F: 3 clusters Score -1907230 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1908810.750000 Penalty: 3247.177246
	Iteration 4F: 3 clusters Score -1908811 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -1910145.000000 Penalty: 3247.177246
	Iteration 5F: 3 clusters Score -1910145 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -1910971.125000 Penalty: 3247.177246
	Iteration 6F: 3 clusters Score -1910971 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1911411.125000 Penalty: 3247.177246
	Iteration 7Q: 3 clusters Score -1911411 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -1911635.125000 Penalty: 3247.177246
	Iteration 8Q: 3 clusters Score -1911635 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -1911769.875000 Penalty: 3247.177246
	Iteration 9Q: 3 clusters Score -1911770 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 16347 members 
Entering Unmasked Estep 
Score: -1911873.250000 Penalty: 3247.177246
	Iteration 10Q: 3 clusters Score -1911873 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -1911956.625000 Penalty: 3247.177246
	Iteration 11Q: 3 clusters Score -1911957 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -1912035.250000 Penalty: 3247.177246
	Iteration 12Q: 3 clusters Score -1912035 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -1912102.000000 Penalty: 3247.177246
	Iteration 13Q: 3 clusters Score -1912102 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1912173.625000 Penalty: 3247.177246
	Iteration 14Q: 3 clusters Score -1912174 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1912216.625000 Penalty: 3247.177246
	Iteration 15Q: 3 clusters Score -1912217 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -1912274.750000 Penalty: 3247.177246
	Iteration 16Q: 3 clusters Score -1912275 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -1912351.500000 Penalty: 3247.177246
	Iteration 17Q: 3 clusters Score -1912352 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -1912432.625000 Penalty: 3247.177246
	Iteration 18Q: 3 clusters Score -1912433 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -1912542.625000 Penalty: 3247.177246
	Iteration 19Q: 3 clusters Score -1912543 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -1912655.000000 Penalty: 3247.177246
	Iteration 20F: 3 clusters Score -1912655 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -1912791.000000 Penalty: 3247.177246
	Iteration 21Q: 3 clusters Score -1912791 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -1912911.750000 Penalty: 3247.177246
	Iteration 22Q: 3 clusters Score -1912912 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -1913058.625000 Penalty: 3247.177246
	Iteration 23Q: 3 clusters Score -1913059 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -1913207.625000 Penalty: 3247.177246
	Iteration 24Q: 3 clusters Score -1913208 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -1913324.000000 Penalty: 3247.177246
	Iteration 25Q: 3 clusters Score -1913324 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -1913436.125000 Penalty: 3247.177246
	Iteration 26Q: 3 clusters Score -1913436 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -1913532.750000 Penalty: 3247.177246
	Iteration 27Q: 3 clusters Score -1913533 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -1913600.750000 Penalty: 3247.177246
	Iteration 28Q: 3 clusters Score -1913601 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -1913667.125000 Penalty: 3247.177246
	Iteration 29Q: 3 clusters Score -1913667 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -1913719.875000 Penalty: 3247.177246
	Iteration 30Q: 3 clusters Score -1913720 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -1913751.750000 Penalty: 3247.177246
	Iteration 31Q: 3 clusters Score -1913752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -1913768.500000 Penalty: 3247.177246
	Iteration 32Q: 3 clusters Score -1913768 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -1913788.750000 Penalty: 3247.177246
	Iteration 33Q: 3 clusters Score -1913789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1913807.125000 Penalty: 3247.177246
	Iteration 34Q: 3 clusters Score -1913807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1913815.750000 Penalty: 3247.177246
	Iteration 35Q: 3 clusters Score -1913816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -1913824.750000 Penalty: 3247.177246
	Iteration 36Q: 3 clusters Score -1913825 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -1913826.000000 Penalty: 3247.177246
	Iteration 37Q: 3 clusters Score -1913826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -1913836.250000 Penalty: 3247.177246
	Iteration 38Q: 3 clusters Score -1913836 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -1913835.250000 Penalty: 3247.177246
	Iteration 39Q: 3 clusters Score -1913835 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -1913854.375000 Penalty: 3247.177246
	Iteration 40F: 3 clusters Score -1913854 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -1913861.750000 Penalty: 3247.177246
	Iteration 41Q: 3 clusters Score -1913862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1913869.750000 Penalty: 3247.177246
	Iteration 42Q: 3 clusters Score -1913870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1913872.625000 Penalty: 3247.177246
	Iteration 43Q: 3 clusters Score -1913873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1913879.375000 Penalty: 3247.177246
	Iteration 44Q: 3 clusters Score -1913879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -1913879.750000 Penalty: 3247.177246
	Iteration 45Q: 3 clusters Score -1913880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1913878.875000 Penalty: 3247.177246
	Iteration 46Q: 3 clusters Score -1913879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1913880.875000 Penalty: 3247.177246
	Iteration 47Q: 3 clusters Score -1913881 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1913879.500000 Penalty: 3247.177246
	Iteration 48Q: 3 clusters Score -1913880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1913880.375000 Penalty: 3247.177246
	Iteration 49Q: 3 clusters Score -1913880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -1913882.000000 Penalty: 3247.177246
	Iteration 50Q: 3 clusters Score -1913882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -1913882.500000 Penalty: 3247.177246
	Iteration 51Q: 3 clusters Score -1913882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -1913881.250000 Penalty: 3247.177246
	Iteration 52Q: 3 clusters Score -1913881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -1913881.250000 Penalty: 3247.177246
	Iteration 53F: 3 clusters Score -1913881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (21502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Entering Unmasked Estep 
Score: -1933519.625000 Penalty: 1621.083984
	Iteration 0F: 2 clusters Score -1933520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1918976.125000 Penalty: 3242.167969
	Iteration 0F: 3 clusters Score -1918976 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -1924242.750000 Penalty: 3242.167969
	Iteration 1F: 3 clusters Score -1924243 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1924678.000000 Penalty: 3242.167969
	Iteration 2F: 3 clusters Score -1924678 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -1925180.125000 Penalty: 3242.167969
	Iteration 3F: 3 clusters Score -1925180 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1925679.375000 Penalty: 3242.167969
	Iteration 4F: 3 clusters Score -1925679 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1926210.625000 Penalty: 3242.167969
	Iteration 5F: 3 clusters Score -1926211 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1926690.125000 Penalty: 3242.167969
	Iteration 6Q: 3 clusters Score -1926690 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -1927103.000000 Penalty: 3242.167969
	Iteration 7Q: 3 clusters Score -1927103 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -1927464.500000 Penalty: 3242.167969
	Iteration 8Q: 3 clusters Score -1927464 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1927776.000000 Penalty: 3242.167969
	Iteration 9Q: 3 clusters Score -1927776 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -1928026.875000 Penalty: 3242.167969
	Iteration 10Q: 3 clusters Score -1928027 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1928248.125000 Penalty: 3242.167969
	Iteration 11Q: 3 clusters Score -1928248 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1928475.000000 Penalty: 3242.167969
	Iteration 12Q: 3 clusters Score -1928475 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1928735.250000 Penalty: 3242.167969
	Iteration 13Q: 3 clusters Score -1928735 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1929035.625000 Penalty: 3242.167969
	Iteration 14Q: 3 clusters Score -1929036 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -1929370.375000 Penalty: 3242.167969
	Iteration 15Q: 3 clusters Score -1929370 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1929779.250000 Penalty: 3242.167969
	Iteration 16Q: 3 clusters Score -1929779 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1930212.750000 Penalty: 3242.167969
	Iteration 17Q: 3 clusters Score -1930213 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1930653.375000 Penalty: 3242.167969
	Iteration 18Q: 3 clusters Score -1930653 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1931109.750000 Penalty: 3242.167969
	Iteration 19Q: 3 clusters Score -1931110 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1931550.875000 Penalty: 3242.167969
	Iteration 20F: 3 clusters Score -1931551 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1932067.375000 Penalty: 3242.167969
	Iteration 21Q: 3 clusters Score -1932067 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1932616.625000 Penalty: 3242.167969
	Iteration 22Q: 3 clusters Score -1932617 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1933118.500000 Penalty: 3242.167969
	Iteration 23Q: 3 clusters Score -1933118 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1933466.000000 Penalty: 3242.167969
	Iteration 24Q: 3 clusters Score -1933466 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1933735.500000 Penalty: 3242.167969
	Iteration 25Q: 3 clusters Score -1933736 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1933967.125000 Penalty: 3242.167969
	Iteration 26Q: 3 clusters Score -1933967 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1934172.125000 Penalty: 3242.167969
	Iteration 27Q: 3 clusters Score -1934172 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1934320.500000 Penalty: 3242.167969
	Iteration 28Q: 3 clusters Score -1934320 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -1934428.750000 Penalty: 3242.167969
	Iteration 29Q: 3 clusters Score -1934429 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1934493.750000 Penalty: 3242.167969
	Iteration 30Q: 3 clusters Score -1934494 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1934528.125000 Penalty: 3242.167969
	Iteration 31Q: 3 clusters Score -1934528 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1934559.000000 Penalty: 3242.167969
	Iteration 32Q: 3 clusters Score -1934559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -1934590.125000 Penalty: 3242.167969
	Iteration 33Q: 3 clusters Score -1934590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1934606.875000 Penalty: 3242.167969
	Iteration 34Q: 3 clusters Score -1934607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1934625.625000 Penalty: 3242.167969
	Iteration 35Q: 3 clusters Score -1934626 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1934631.750000 Penalty: 3242.167969
	Iteration 36Q: 3 clusters Score -1934632 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1934637.625000 Penalty: 3242.167969
	Iteration 37Q: 3 clusters Score -1934638 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1934646.375000 Penalty: 3242.167969
	Iteration 38Q: 3 clusters Score -1934646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1934651.375000 Penalty: 3242.167969
	Iteration 39Q: 3 clusters Score -1934651 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1934659.250000 Penalty: 3242.167969
	Iteration 40F: 3 clusters Score -1934659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1934667.250000 Penalty: 3242.167969
	Iteration 41Q: 3 clusters Score -1934667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1934667.500000 Penalty: 3242.167969
	Iteration 42Q: 3 clusters Score -1934668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1934669.375000 Penalty: 3242.167969
	Iteration 43Q: 3 clusters Score -1934669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1934667.875000 Penalty: 3242.167969
	Iteration 44Q: 3 clusters Score -1934668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1934672.375000 Penalty: 3242.167969
	Iteration 45Q: 3 clusters Score -1934672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1934669.875000 Penalty: 3242.167969
	Iteration 46Q: 3 clusters Score -1934670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1934668.375000 Penalty: 3242.167969
	Iteration 47Q: 3 clusters Score -1934668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1934669.750000 Penalty: 3242.167969
	Iteration 48Q: 3 clusters Score -1934670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1934671.500000 Penalty: 3242.167969
	Iteration 49Q: 3 clusters Score -1934672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1934670.125000 Penalty: 3242.167969
	Iteration 50Q: 3 clusters Score -1934670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1934670.125000 Penalty: 3242.167969
	Iteration 51F: 3 clusters Score -1934670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 13606 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9504 members 
Mstep: Class 37 contains 7896 members 
Entering Unmasked Estep 
Score: -40883932.000000 Penalty: 78725.320312
Splitting cluster 34 changes total score from -40882648.000000 to -40883932.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 35 (2984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Entering Unmasked Estep 
Score: -258808.265625 Penalty: 1300.165771
	Iteration 0F: 2 clusters Score -258808.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -256081.625000 Penalty: 2600.331543
	Iteration 0F: 3 clusters Score -256081.6 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -256764.250000 Penalty: 2600.331543
	Iteration 1F: 3 clusters Score -256764.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -256914.421875 Penalty: 2600.331543
	Iteration 2F: 3 clusters Score -256914.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -257017.625000 Penalty: 2600.331543
	Iteration 3F: 3 clusters Score -257017.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -257098.171875 Penalty: 2600.331543
	Iteration 4Q: 3 clusters Score -257098.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -257183.078125 Penalty: 2600.331543
	Iteration 5Q: 3 clusters Score -257183.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -257256.093750 Penalty: 2600.331543
	Iteration 6Q: 3 clusters Score -257256.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -257319.406250 Penalty: 2600.331543
	Iteration 7Q: 3 clusters Score -257319.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -257382.171875 Penalty: 2600.331543
	Iteration 8Q: 3 clusters Score -257382.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -257428.781250 Penalty: 2600.331543
	Iteration 9Q: 3 clusters Score -257428.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -257469.843750 Penalty: 2600.331543
	Iteration 10Q: 3 clusters Score -257469.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -257507.734375 Penalty: 2600.331543
	Iteration 11Q: 3 clusters Score -257507.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -257528.265625 Penalty: 2600.331543
	Iteration 12Q: 3 clusters Score -257528.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -257542.328125 Penalty: 2600.331543
	Iteration 13Q: 3 clusters Score -257542.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -257551.359375 Penalty: 2600.331543
	Iteration 14Q: 3 clusters Score -257551.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -257559.453125 Penalty: 2600.331543
	Iteration 15Q: 3 clusters Score -257559.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -257568.625000 Penalty: 2600.331543
	Iteration 16Q: 3 clusters Score -257568.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -257577.718750 Penalty: 2600.331543
	Iteration 17Q: 3 clusters Score -257577.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -257588.453125 Penalty: 2600.331543
	Iteration 18Q: 3 clusters Score -257588.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -257595.546875 Penalty: 2600.331543
	Iteration 19Q: 3 clusters Score -257595.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -257602.109375 Penalty: 2600.331543
	Iteration 20F: 3 clusters Score -257602.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -257608.390625 Penalty: 2600.331543
	Iteration 21Q: 3 clusters Score -257608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -257612.234375 Penalty: 2600.331543
	Iteration 22Q: 3 clusters Score -257612.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -257614.625000 Penalty: 2600.331543
	Iteration 23Q: 3 clusters Score -257614.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -257618.625000 Penalty: 2600.331543
	Iteration 24Q: 3 clusters Score -257618.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -257622.109375 Penalty: 2600.331543
	Iteration 25Q: 3 clusters Score -257622.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -257627.656250 Penalty: 2600.331543
	Iteration 26Q: 3 clusters Score -257627.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -257632.953125 Penalty: 2600.331543
	Iteration 27Q: 3 clusters Score -257633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -257641.328125 Penalty: 2600.331543
	Iteration 28Q: 3 clusters Score -257641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -257645.843750 Penalty: 2600.331543
	Iteration 29Q: 3 clusters Score -257645.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -257651.593750 Penalty: 2600.331543
	Iteration 30Q: 3 clusters Score -257651.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -257657.031250 Penalty: 2600.331543
	Iteration 31Q: 3 clusters Score -257657 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -257662.468750 Penalty: 2600.331543
	Iteration 32Q: 3 clusters Score -257662.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -257667.203125 Penalty: 2600.331543
	Iteration 33Q: 3 clusters Score -257667.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -257673.406250 Penalty: 2600.331543
	Iteration 34Q: 3 clusters Score -257673.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -257679.578125 Penalty: 2600.331543
	Iteration 35Q: 3 clusters Score -257679.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -257687.171875 Penalty: 2600.331543
	Iteration 36Q: 3 clusters Score -257687.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -257693.828125 Penalty: 2600.331543
	Iteration 37Q: 3 clusters Score -257693.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -257697.687500 Penalty: 2600.331543
	Iteration 38Q: 3 clusters Score -257697.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -257701.875000 Penalty: 2600.331543
	Iteration 39Q: 3 clusters Score -257701.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -257710.250000 Penalty: 2600.331543
	Iteration 40F: 3 clusters Score -257710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -257715.703125 Penalty: 2600.331543
	Iteration 41Q: 3 clusters Score -257715.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -257718.187500 Penalty: 2600.331543
	Iteration 42Q: 3 clusters Score -257718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -257719.750000 Penalty: 2600.331543
	Iteration 43Q: 3 clusters Score -257719.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -257720.109375 Penalty: 2600.331543
	Iteration 44Q: 3 clusters Score -257720.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -257720.562500 Penalty: 2600.331543
	Iteration 45Q: 3 clusters Score -257720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -257720.937500 Penalty: 2600.331543
	Iteration 46Q: 3 clusters Score -257720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -257721.843750 Penalty: 2600.331543
	Iteration 47Q: 3 clusters Score -257721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -257723.281250 Penalty: 2600.331543
	Iteration 48Q: 3 clusters Score -257723.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -257725.203125 Penalty: 2600.331543
	Iteration 49Q: 3 clusters Score -257725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -257729.218750 Penalty: 2600.331543
	Iteration 50Q: 3 clusters Score -257729.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -257732.812500 Penalty: 2600.331543
	Iteration 51Q: 3 clusters Score -257732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -257737.578125 Penalty: 2600.331543
	Iteration 52Q: 3 clusters Score -257737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -257741.718750 Penalty: 2600.331543
	Iteration 53Q: 3 clusters Score -257741.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -257743.250000 Penalty: 2600.331543
	Iteration 54Q: 3 clusters Score -257743.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -257745.593750 Penalty: 2600.331543
	Iteration 55Q: 3 clusters Score -257745.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -257746.984375 Penalty: 2600.331543
	Iteration 56Q: 3 clusters Score -257747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -257748.562500 Penalty: 2600.331543
	Iteration 57Q: 3 clusters Score -257748.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -257750.093750 Penalty: 2600.331543
	Iteration 58Q: 3 clusters Score -257750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -257750.187500 Penalty: 2600.331543
	Iteration 59Q: 3 clusters Score -257750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -257751.140625 Penalty: 2600.331543
	Iteration 60F: 3 clusters Score -257751.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 36128 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 46254 members 
Mstep: Class 6 contains 4726 members 
Mstep: Class 7 contains 42594 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3568 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4126 members 
Mstep: Class 12 contains 14630 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6733 members 
Mstep: Class 15 contains 36533 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 502 members 
Mstep: Class 18 contains 2954 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8717 members 
Mstep: Class 22 contains 8702 members 
Mstep: Class 23 contains 4224 members 
Mstep: Class 24 contains 23149 members 
Mstep: Class 25 contains 4366 members 
Mstep: Class 26 contains 511 members 
Mstep: Class 27 contains 3346 members 
Mstep: Class 28 contains 7986 members 
Mstep: Class 29 contains 2090 members 
Mstep: Class 30 contains 110552 members 
Mstep: Class 31 contains 4734 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21836 members 
Mstep: Class 34 contains 13606 members 
Mstep: Class 35 contains 2984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884660.000000 Penalty: 78725.320312
Iteration 79Q: 38 clusters Score -4.088466e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 36137 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3919 members 
Mstep: Class 5 contains 46277 members 
Mstep: Class 6 contains 4734 members 
Mstep: Class 7 contains 42571 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 3587 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4127 members 
Mstep: Class 12 contains 14685 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6734 members 
Mstep: Class 15 contains 36538 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 15429 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 8551 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 23124 members 
Mstep: Class 25 contains 4432 members 
Mstep: Class 26 contains 528 members 
Mstep: Class 27 contains 3345 members 
Mstep: Class 28 contains 7943 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110548 members 
Mstep: Class 31 contains 4790 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21838 members 
Mstep: Class 34 contains 13753 members 
Mstep: Class 35 contains 2982 members 
Mstep: Class 36 contains 9358 members 
Mstep: Class 37 contains 7669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885172.000000 Penalty: 78725.320312
Iteration 80F: 38 clusters Score -4.088517e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 36122 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 3913 members 
Mstep: Class 5 contains 46232 members 
Mstep: Class 6 contains 4748 members 
Mstep: Class 7 contains 42545 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 3593 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 4128 members 
Mstep: Class 12 contains 14699 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6730 members 
Mstep: Class 15 contains 36543 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2960 members 
Mstep: Class 19 contains 15429 members 
Mstep: Class 20 contains 5309 members 
Mstep: Class 21 contains 8913 members 
Mstep: Class 22 contains 8451 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 23062 members 
Mstep: Class 25 contains 4507 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3348 members 
Mstep: Class 28 contains 7884 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110550 members 
Mstep: Class 31 contains 4769 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21812 members 
Mstep: Class 34 contains 13844 members 
Mstep: Class 35 contains 2981 members 
Mstep: Class 36 contains 9443 members 
Mstep: Class 37 contains 7691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885424.000000 Penalty: 78725.320312
Iteration 81Q: 38 clusters Score -4.088542e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 36124 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 46192 members 
Mstep: Class 6 contains 4756 members 
Mstep: Class 7 contains 42524 members 
Mstep: Class 8 contains 1083 members 
Mstep: Class 9 contains 3611 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6726 members 
Mstep: Class 15 contains 36546 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2965 members 
Mstep: Class 19 contains 15446 members 
Mstep: Class 20 contains 5303 members 
Mstep: Class 21 contains 8905 members 
Mstep: Class 22 contains 8371 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 22995 members 
Mstep: Class 25 contains 4578 members 
Mstep: Class 26 contains 545 members 
Mstep: Class 27 contains 3349 members 
Mstep: Class 28 contains 7817 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110557 members 
Mstep: Class 31 contains 4766 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21798 members 
Mstep: Class 34 contains 13932 members 
Mstep: Class 35 contains 2979 members 
Mstep: Class 36 contains 9499 members 
Mstep: Class 37 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885544.000000 Penalty: 78725.320312
Iteration 82Q: 38 clusters Score -4.088554e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 36123 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 46159 members 
Mstep: Class 6 contains 4759 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 1082 members 
Mstep: Class 9 contains 3626 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4124 members 
Mstep: Class 12 contains 14712 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6723 members 
Mstep: Class 15 contains 36549 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2974 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 5297 members 
Mstep: Class 21 contains 8909 members 
Mstep: Class 22 contains 8319 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 22936 members 
Mstep: Class 25 contains 4644 members 
Mstep: Class 26 contains 544 members 
Mstep: Class 27 contains 3355 members 
Mstep: Class 28 contains 7758 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110563 members 
Mstep: Class 31 contains 4761 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21782 members 
Mstep: Class 34 contains 13996 members 
Mstep: Class 35 contains 2978 members 
Mstep: Class 36 contains 9544 members 
Mstep: Class 37 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885552.000000 Penalty: 78725.320312
Iteration 83Q: 38 clusters Score -4.088555e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 36123 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3898 members 
Mstep: Class 5 contains 46138 members 
Mstep: Class 6 contains 4757 members 
Mstep: Class 7 contains 42468 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3647 members 
Mstep: Class 10 contains 2434 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 14709 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6721 members 
Mstep: Class 15 contains 36551 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2977 members 
Mstep: Class 19 contains 15493 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 8898 members 
Mstep: Class 22 contains 8273 members 
Mstep: Class 23 contains 4223 members 
Mstep: Class 24 contains 22902 members 
Mstep: Class 25 contains 4702 members 
Mstep: Class 26 contains 542 members 
Mstep: Class 27 contains 3358 members 
Mstep: Class 28 contains 7708 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110563 members 
Mstep: Class 31 contains 4759 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21777 members 
Mstep: Class 34 contains 14042 members 
Mstep: Class 35 contains 2978 members 
Mstep: Class 36 contains 9572 members 
Mstep: Class 37 contains 7687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885524.000000 Penalty: 78725.320312
Iteration 84Q: 38 clusters Score -4.088552e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 36108 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 46111 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 42448 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3667 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 4122 members 
Mstep: Class 12 contains 14700 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6718 members 
Mstep: Class 15 contains 36552 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2987 members 
Mstep: Class 19 contains 15525 members 
Mstep: Class 20 contains 5295 members 
Mstep: Class 21 contains 8878 members 
Mstep: Class 22 contains 8241 members 
Mstep: Class 23 contains 4222 members 
Mstep: Class 24 contains 22858 members 
Mstep: Class 25 contains 4771 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3360 members 
Mstep: Class 28 contains 7666 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4751 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21770 members 
Mstep: Class 34 contains 14080 members 
Mstep: Class 35 contains 2978 members 
Mstep: Class 36 contains 9607 members 
Mstep: Class 37 contains 7686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885524.000000 Penalty: 78725.320312
Iteration 85Q: 38 clusters Score -4.088552e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 36095 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 46085 members 
Mstep: Class 6 contains 4753 members 
Mstep: Class 7 contains 42438 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 3690 members 
Mstep: Class 10 contains 2432 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 14692 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6714 members 
Mstep: Class 15 contains 36552 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2996 members 
Mstep: Class 19 contains 15533 members 
Mstep: Class 20 contains 5295 members 
Mstep: Class 21 contains 8866 members 
Mstep: Class 22 contains 8213 members 
Mstep: Class 23 contains 4221 members 
Mstep: Class 24 contains 22817 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 7628 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110570 members 
Mstep: Class 31 contains 4745 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21767 members 
Mstep: Class 34 contains 14108 members 
Mstep: Class 35 contains 2980 members 
Mstep: Class 36 contains 9638 members 
Mstep: Class 37 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885516.000000 Penalty: 78725.320312
Iteration 86Q: 38 clusters Score -4.088552e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 36090 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 46063 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 42426 members 
Mstep: Class 8 contains 1085 members 
Mstep: Class 9 contains 3707 members 
Mstep: Class 10 contains 2433 members 
Mstep: Class 11 contains 4120 members 
Mstep: Class 12 contains 14682 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6712 members 
Mstep: Class 15 contains 36554 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3005 members 
Mstep: Class 19 contains 15559 members 
Mstep: Class 20 contains 5295 members 
Mstep: Class 21 contains 8849 members 
Mstep: Class 22 contains 8192 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22784 members 
Mstep: Class 25 contains 4889 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3368 members 
Mstep: Class 28 contains 7575 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110571 members 
Mstep: Class 31 contains 4739 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21759 members 
Mstep: Class 34 contains 14136 members 
Mstep: Class 35 contains 2981 members 
Mstep: Class 36 contains 9666 members 
Mstep: Class 37 contains 7693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885488.000000 Penalty: 78725.320312
Iteration 87Q: 38 clusters Score -4.088549e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 36091 members 
Mstep: Class 3 contains 1195 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 46050 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 42405 members 
Mstep: Class 8 contains 1086 members 
Mstep: Class 9 contains 3718 members 
Mstep: Class 10 contains 2431 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 14672 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6710 members 
Mstep: Class 15 contains 36555 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3014 members 
Mstep: Class 19 contains 15582 members 
Mstep: Class 20 contains 5296 members 
Mstep: Class 21 contains 8843 members 
Mstep: Class 22 contains 8179 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22749 members 
Mstep: Class 25 contains 4946 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3369 members 
Mstep: Class 28 contains 7523 members 
Mstep: Class 29 contains 2092 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4733 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21750 members 
Mstep: Class 34 contains 14159 members 
Mstep: Class 35 contains 2980 members 
Mstep: Class 36 contains 9691 members 
Mstep: Class 37 contains 7694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885552.000000 Penalty: 78725.320312
Iteration 88Q: 38 clusters Score -4.088555e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 36096 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 46034 members 
Mstep: Class 6 contains 4750 members 
Mstep: Class 7 contains 42389 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 3734 members 
Mstep: Class 10 contains 2429 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 14659 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 36557 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 15588 members 
Mstep: Class 20 contains 5295 members 
Mstep: Class 21 contains 8834 members 
Mstep: Class 22 contains 8171 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22718 members 
Mstep: Class 25 contains 4995 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3374 members 
Mstep: Class 28 contains 7481 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110571 members 
Mstep: Class 31 contains 4729 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21740 members 
Mstep: Class 34 contains 14184 members 
Mstep: Class 35 contains 2980 members 
Mstep: Class 36 contains 9708 members 
Mstep: Class 37 contains 7692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885528.000000 Penalty: 78725.320312
Iteration 89Q: 38 clusters Score -4.088553e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 36097 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 46017 members 
Mstep: Class 6 contains 4740 members 
Mstep: Class 7 contains 42376 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3737 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4123 members 
Mstep: Class 12 contains 14652 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6710 members 
Mstep: Class 15 contains 36559 members 
Mstep: Class 16 contains 1456 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3040 members 
Mstep: Class 19 contains 15604 members 
Mstep: Class 20 contains 5296 members 
Mstep: Class 21 contains 8827 members 
Mstep: Class 22 contains 8167 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22686 members 
Mstep: Class 25 contains 5049 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3376 members 
Mstep: Class 28 contains 7443 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110570 members 
Mstep: Class 31 contains 4723 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21742 members 
Mstep: Class 34 contains 14203 members 
Mstep: Class 35 contains 2980 members 
Mstep: Class 36 contains 9722 members 
Mstep: Class 37 contains 7689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885628.000000 Penalty: 78725.320312
Iteration 90Q: 38 clusters Score -4.088563e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 36095 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 46005 members 
Mstep: Class 6 contains 4729 members 
Mstep: Class 7 contains 42367 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3744 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4121 members 
Mstep: Class 12 contains 14645 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36561 members 
Mstep: Class 16 contains 1457 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3052 members 
Mstep: Class 19 contains 15615 members 
Mstep: Class 20 contains 5296 members 
Mstep: Class 21 contains 8819 members 
Mstep: Class 22 contains 8164 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22654 members 
Mstep: Class 25 contains 5108 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 7413 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110570 members 
Mstep: Class 31 contains 4718 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21746 members 
Mstep: Class 34 contains 14216 members 
Mstep: Class 35 contains 2981 members 
Mstep: Class 36 contains 9733 members 
Mstep: Class 37 contains 7684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885704.000000 Penalty: 78725.320312
Iteration 91Q: 38 clusters Score -4.08857e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 36091 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45992 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 42354 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3755 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4119 members 
Mstep: Class 12 contains 14631 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36561 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3072 members 
Mstep: Class 19 contains 15627 members 
Mstep: Class 20 contains 5297 members 
Mstep: Class 21 contains 8809 members 
Mstep: Class 22 contains 8165 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22623 members 
Mstep: Class 25 contains 5157 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 7394 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110569 members 
Mstep: Class 31 contains 4715 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21750 members 
Mstep: Class 34 contains 14231 members 
Mstep: Class 35 contains 2981 members 
Mstep: Class 36 contains 9747 members 
Mstep: Class 37 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885768.000000 Penalty: 78725.320312
Iteration 92Q: 38 clusters Score -4.088577e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 36097 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45973 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 42345 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3765 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14625 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36563 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3099 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 5297 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 8163 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22596 members 
Mstep: Class 25 contains 5202 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 7368 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110567 members 
Mstep: Class 31 contains 4713 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21753 members 
Mstep: Class 34 contains 14242 members 
Mstep: Class 35 contains 2981 members 
Mstep: Class 36 contains 9764 members 
Mstep: Class 37 contains 7678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885840.000000 Penalty: 78725.320312
Iteration 93Q: 38 clusters Score -4.088584e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 36101 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3892 members 
Mstep: Class 5 contains 45959 members 
Mstep: Class 6 contains 4663 members 
Mstep: Class 7 contains 42331 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3769 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14610 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36566 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3130 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 5295 members 
Mstep: Class 21 contains 8804 members 
Mstep: Class 22 contains 8162 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 22575 members 
Mstep: Class 25 contains 5261 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3370 members 
Mstep: Class 28 contains 7338 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4710 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21759 members 
Mstep: Class 34 contains 14249 members 
Mstep: Class 35 contains 2982 members 
Mstep: Class 36 contains 9782 members 
Mstep: Class 37 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885936.000000 Penalty: 78725.320312
Iteration 94Q: 38 clusters Score -4.088594e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 36109 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 45941 members 
Mstep: Class 6 contains 4653 members 
Mstep: Class 7 contains 42318 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3778 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 14590 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 3154 members 
Mstep: Class 19 contains 15628 members 
Mstep: Class 20 contains 5293 members 
Mstep: Class 21 contains 8803 members 
Mstep: Class 22 contains 8159 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22539 members 
Mstep: Class 25 contains 5320 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3364 members 
Mstep: Class 28 contains 7312 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4709 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21767 members 
Mstep: Class 34 contains 14257 members 
Mstep: Class 35 contains 2983 members 
Mstep: Class 36 contains 9802 members 
Mstep: Class 37 contains 7676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40885900.000000 Penalty: 78725.320312
Iteration 95Q: 38 clusters Score -4.08859e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 36114 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 45922 members 
Mstep: Class 6 contains 4633 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3804 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14571 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 5293 members 
Mstep: Class 21 contains 8800 members 
Mstep: Class 22 contains 8155 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22492 members 
Mstep: Class 25 contains 5381 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 3365 members 
Mstep: Class 28 contains 7285 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4706 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21771 members 
Mstep: Class 34 contains 14265 members 
Mstep: Class 35 contains 2985 members 
Mstep: Class 36 contains 9824 members 
Mstep: Class 37 contains 7675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886040.000000 Penalty: 78725.320312
Iteration 96Q: 38 clusters Score -4.088604e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 36109 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 45906 members 
Mstep: Class 6 contains 4620 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3832 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 14549 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 3169 members 
Mstep: Class 19 contains 15624 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 8802 members 
Mstep: Class 22 contains 8148 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22451 members 
Mstep: Class 25 contains 5442 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 3360 members 
Mstep: Class 28 contains 7258 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4706 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21783 members 
Mstep: Class 34 contains 14272 members 
Mstep: Class 35 contains 2985 members 
Mstep: Class 36 contains 9845 members 
Mstep: Class 37 contains 7672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886152.000000 Penalty: 78725.320312
Iteration 97Q: 38 clusters Score -4.088615e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 36099 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3897 members 
Mstep: Class 5 contains 45892 members 
Mstep: Class 6 contains 4611 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3861 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4118 members 
Mstep: Class 12 contains 14532 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 3163 members 
Mstep: Class 19 contains 15624 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 8798 members 
Mstep: Class 22 contains 8140 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22406 members 
Mstep: Class 25 contains 5502 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 7231 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21800 members 
Mstep: Class 34 contains 14282 members 
Mstep: Class 35 contains 2985 members 
Mstep: Class 36 contains 9867 members 
Mstep: Class 37 contains 7670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886308.000000 Penalty: 78725.320312
Iteration 98Q: 38 clusters Score -4.088631e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 36096 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 45873 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 42310 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3898 members 
Mstep: Class 10 contains 2427 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14519 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 3145 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 5293 members 
Mstep: Class 21 contains 8793 members 
Mstep: Class 22 contains 8135 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22365 members 
Mstep: Class 25 contains 5555 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 3359 members 
Mstep: Class 28 contains 7205 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4708 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21823 members 
Mstep: Class 34 contains 14295 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9886 members 
Mstep: Class 37 contains 7668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886376.000000 Penalty: 78725.320312
Iteration 99Q: 38 clusters Score -4.088638e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19691 members 
Mstep: Class 2 contains 36104 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3896 members 
Mstep: Class 5 contains 45854 members 
Mstep: Class 6 contains 4574 members 
Mstep: Class 7 contains 42308 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 14511 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3128 members 
Mstep: Class 19 contains 15625 members 
Mstep: Class 20 contains 5292 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8126 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22333 members 
Mstep: Class 25 contains 5601 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3364 members 
Mstep: Class 28 contains 7183 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110567 members 
Mstep: Class 31 contains 4714 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21845 members 
Mstep: Class 34 contains 14307 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9900 members 
Mstep: Class 37 contains 7667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886436.000000 Penalty: 78725.320312
Iteration 100F: 38 clusters Score -4.088644e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 36106 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 45846 members 
Mstep: Class 6 contains 4569 members 
Mstep: Class 7 contains 42302 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3935 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 14504 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6710 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3104 members 
Mstep: Class 19 contains 15631 members 
Mstep: Class 20 contains 5290 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8120 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22294 members 
Mstep: Class 25 contains 5635 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3372 members 
Mstep: Class 28 contains 7169 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110570 members 
Mstep: Class 31 contains 4712 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21873 members 
Mstep: Class 34 contains 14319 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9904 members 
Mstep: Class 37 contains 7664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886476.000000 Penalty: 78725.320312
Iteration 101Q: 38 clusters Score -4.088648e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 36110 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 45840 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 7 contains 42295 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3949 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14493 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6709 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1458 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3078 members 
Mstep: Class 19 contains 15632 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8779 members 
Mstep: Class 22 contains 8119 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22252 members 
Mstep: Class 25 contains 5673 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3378 members 
Mstep: Class 28 contains 7151 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4714 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21900 members 
Mstep: Class 34 contains 14333 members 
Mstep: Class 35 contains 2984 members 
Mstep: Class 36 contains 9910 members 
Mstep: Class 37 contains 7656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886508.000000 Penalty: 78725.320312
Iteration 102Q: 38 clusters Score -4.088651e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 36113 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 45826 members 
Mstep: Class 6 contains 4570 members 
Mstep: Class 7 contains 42292 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3958 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 14488 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 3045 members 
Mstep: Class 19 contains 15630 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8776 members 
Mstep: Class 22 contains 8119 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22228 members 
Mstep: Class 25 contains 5708 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 7134 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4714 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21936 members 
Mstep: Class 34 contains 14338 members 
Mstep: Class 35 contains 2986 members 
Mstep: Class 36 contains 9912 members 
Mstep: Class 37 contains 7657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886596.000000 Penalty: 78725.320312
Iteration 103Q: 38 clusters Score -4.08866e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 36112 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 45824 members 
Mstep: Class 6 contains 4576 members 
Mstep: Class 7 contains 42286 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3967 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4116 members 
Mstep: Class 12 contains 14483 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3024 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8773 members 
Mstep: Class 22 contains 8117 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22204 members 
Mstep: Class 25 contains 5743 members 
Mstep: Class 26 contains 539 members 
Mstep: Class 27 contains 3375 members 
Mstep: Class 28 contains 7113 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4720 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21957 members 
Mstep: Class 34 contains 14347 members 
Mstep: Class 35 contains 2987 members 
Mstep: Class 36 contains 9915 members 
Mstep: Class 37 contains 7653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886648.000000 Penalty: 78725.320312
Iteration 104Q: 38 clusters Score -4.088665e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 36116 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 45822 members 
Mstep: Class 6 contains 4592 members 
Mstep: Class 7 contains 42276 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3970 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14478 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 3004 members 
Mstep: Class 19 contains 15618 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 8112 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22188 members 
Mstep: Class 25 contains 5777 members 
Mstep: Class 26 contains 540 members 
Mstep: Class 27 contains 3377 members 
Mstep: Class 28 contains 7093 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110574 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21972 members 
Mstep: Class 34 contains 14357 members 
Mstep: Class 35 contains 2987 members 
Mstep: Class 36 contains 9913 members 
Mstep: Class 37 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886628.000000 Penalty: 78725.320312
Iteration 105Q: 38 clusters Score -4.088663e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19728 members 
Mstep: Class 2 contains 36118 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 45820 members 
Mstep: Class 6 contains 4605 members 
Mstep: Class 7 contains 42268 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3973 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4117 members 
Mstep: Class 12 contains 14472 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36567 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2986 members 
Mstep: Class 19 contains 15622 members 
Mstep: Class 20 contains 5290 members 
Mstep: Class 21 contains 8773 members 
Mstep: Class 22 contains 8108 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22163 members 
Mstep: Class 25 contains 5809 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 7068 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110574 members 
Mstep: Class 31 contains 4729 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 21988 members 
Mstep: Class 34 contains 14367 members 
Mstep: Class 35 contains 2990 members 
Mstep: Class 36 contains 9912 members 
Mstep: Class 37 contains 7644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886732.000000 Penalty: 78725.320312
Iteration 106Q: 38 clusters Score -4.088673e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 36115 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45813 members 
Mstep: Class 6 contains 4616 members 
Mstep: Class 7 contains 42269 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3982 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4113 members 
Mstep: Class 12 contains 14465 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2966 members 
Mstep: Class 19 contains 15626 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 22 contains 8106 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22143 members 
Mstep: Class 25 contains 5851 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3379 members 
Mstep: Class 28 contains 7043 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4726 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 22010 members 
Mstep: Class 34 contains 14373 members 
Mstep: Class 35 contains 2989 members 
Mstep: Class 36 contains 9914 members 
Mstep: Class 37 contains 7643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886692.000000 Penalty: 78725.320312
Iteration 107Q: 38 clusters Score -4.088669e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 36118 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45811 members 
Mstep: Class 6 contains 4622 members 
Mstep: Class 7 contains 42262 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3986 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 14462 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 2953 members 
Mstep: Class 19 contains 15624 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 8104 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22129 members 
Mstep: Class 25 contains 5881 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 7019 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 954 members 
Mstep: Class 33 contains 22022 members 
Mstep: Class 34 contains 14383 members 
Mstep: Class 35 contains 2991 members 
Mstep: Class 36 contains 9916 members 
Mstep: Class 37 contains 7644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886752.000000 Penalty: 78725.320312
Iteration 108Q: 38 clusters Score -4.088675e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 36121 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45801 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 7 contains 42260 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3988 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 14459 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2939 members 
Mstep: Class 19 contains 15621 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8775 members 
Mstep: Class 22 contains 8101 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22107 members 
Mstep: Class 25 contains 5906 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 7000 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22040 members 
Mstep: Class 34 contains 14393 members 
Mstep: Class 35 contains 2991 members 
Mstep: Class 36 contains 9920 members 
Mstep: Class 37 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886776.000000 Penalty: 78725.320312
Iteration 109Q: 38 clusters Score -4.088678e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 36119 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45790 members 
Mstep: Class 6 contains 4645 members 
Mstep: Class 7 contains 42260 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3992 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 14456 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2927 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 22 contains 8098 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22087 members 
Mstep: Class 25 contains 5934 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3382 members 
Mstep: Class 28 contains 6991 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22054 members 
Mstep: Class 34 contains 14399 members 
Mstep: Class 35 contains 2991 members 
Mstep: Class 36 contains 9923 members 
Mstep: Class 37 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886800.000000 Penalty: 78725.320312
Iteration 110Q: 38 clusters Score -4.08868e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 36124 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45783 members 
Mstep: Class 6 contains 4652 members 
Mstep: Class 7 contains 42258 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 3997 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 14452 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2915 members 
Mstep: Class 19 contains 15605 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 8098 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22067 members 
Mstep: Class 25 contains 5977 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3381 members 
Mstep: Class 28 contains 6972 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4727 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22064 members 
Mstep: Class 34 contains 14406 members 
Mstep: Class 35 contains 2991 members 
Mstep: Class 36 contains 9926 members 
Mstep: Class 37 contains 7651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886872.000000 Penalty: 78725.320312
Iteration 111Q: 38 clusters Score -4.088687e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 36125 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45780 members 
Mstep: Class 6 contains 4662 members 
Mstep: Class 7 contains 42257 members 
Mstep: Class 8 contains 1088 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4110 members 
Mstep: Class 12 contains 14443 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15596 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 8096 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22052 members 
Mstep: Class 25 contains 6012 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3380 members 
Mstep: Class 28 contains 6959 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4728 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22069 members 
Mstep: Class 34 contains 14408 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 9926 members 
Mstep: Class 37 contains 7649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886888.000000 Penalty: 78725.320312
Iteration 112Q: 38 clusters Score -4.088689e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 36126 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45784 members 
Mstep: Class 6 contains 4668 members 
Mstep: Class 7 contains 42252 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4000 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4109 members 
Mstep: Class 12 contains 14439 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15587 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22033 members 
Mstep: Class 25 contains 6048 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 6945 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4728 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22076 members 
Mstep: Class 34 contains 14413 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 9928 members 
Mstep: Class 37 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886964.000000 Penalty: 78725.320312
Iteration 113Q: 38 clusters Score -4.088696e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 36127 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45787 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 42247 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4001 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4109 members 
Mstep: Class 12 contains 14434 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 15585 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22018 members 
Mstep: Class 25 contains 6076 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3384 members 
Mstep: Class 28 contains 6925 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4728 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22077 members 
Mstep: Class 34 contains 14418 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 9929 members 
Mstep: Class 37 contains 7646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886912.000000 Penalty: 78725.320312
Iteration 114Q: 38 clusters Score -4.088691e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19695 members 
Mstep: Class 2 contains 36129 members 
Mstep: Class 3 contains 1201 members 
Mstep: Class 4 contains 3891 members 
Mstep: Class 5 contains 45787 members 
Mstep: Class 6 contains 4683 members 
Mstep: Class 7 contains 42245 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4004 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4107 members 
Mstep: Class 12 contains 14435 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 15583 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 22002 members 
Mstep: Class 25 contains 6111 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3383 members 
Mstep: Class 28 contains 6900 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4729 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22076 members 
Mstep: Class 34 contains 14423 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 9930 members 
Mstep: Class 37 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886888.000000 Penalty: 78725.320312
Iteration 115Q: 38 clusters Score -4.088689e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 36134 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45792 members 
Mstep: Class 6 contains 4695 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4008 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4105 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6707 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 15582 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 8094 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21977 members 
Mstep: Class 25 contains 6142 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3385 members 
Mstep: Class 28 contains 6880 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4730 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14428 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886916.000000 Penalty: 78725.320312
Iteration 116Q: 38 clusters Score -4.088692e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 36136 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45792 members 
Mstep: Class 6 contains 4703 members 
Mstep: Class 7 contains 42236 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4011 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4104 members 
Mstep: Class 12 contains 14436 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6706 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2899 members 
Mstep: Class 19 contains 15584 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21954 members 
Mstep: Class 25 contains 6167 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3389 members 
Mstep: Class 28 contains 6859 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110572 members 
Mstep: Class 31 contains 4730 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22073 members 
Mstep: Class 34 contains 14434 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886884.000000 Penalty: 78725.320312
Iteration 117Q: 38 clusters Score -4.088688e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 36139 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45793 members 
Mstep: Class 6 contains 4712 members 
Mstep: Class 7 contains 42235 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4009 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4103 members 
Mstep: Class 12 contains 14433 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15590 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21935 members 
Mstep: Class 25 contains 6193 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3394 members 
Mstep: Class 28 contains 6834 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4730 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22073 members 
Mstep: Class 34 contains 14436 members 
Mstep: Class 35 contains 2995 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886940.000000 Penalty: 78725.320312
Iteration 118Q: 38 clusters Score -4.088694e+07 nChanged 72
Entering ConstructFrom: 
Score: -40886940.000000 Penalty: 78725.320312
Entering ConstructFrom: 
Trying to split cluster 1 (19675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Entering Unmasked Estep 
Score: -1724121.750000 Penalty: 1606.654419
	Iteration 0F: 2 clusters Score -1724122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -1710711.875000 Penalty: 3213.308838
	Iteration 0F: 3 clusters Score -1710712 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1715640.750000 Penalty: 3213.308838
	Iteration 1F: 3 clusters Score -1715641 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1716036.875000 Penalty: 3213.308838
	Iteration 2F: 3 clusters Score -1716037 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1716474.625000 Penalty: 3213.308838
	Iteration 3F: 3 clusters Score -1716475 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1717048.875000 Penalty: 3213.308838
	Iteration 4F: 3 clusters Score -1717049 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1717794.375000 Penalty: 3213.308838
	Iteration 5F: 3 clusters Score -1717794 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1718689.875000 Penalty: 3213.308838
	Iteration 6F: 3 clusters Score -1718690 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1719746.625000 Penalty: 3213.308838
	Iteration 7F: 3 clusters Score -1719747 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1720937.625000 Penalty: 3213.308838
	Iteration 8F: 3 clusters Score -1720938 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1722055.875000 Penalty: 3213.308838
	Iteration 9F: 3 clusters Score -1722056 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1723068.125000 Penalty: 3213.308838
	Iteration 10Q: 3 clusters Score -1723068 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1723795.375000 Penalty: 3213.308838
	Iteration 11Q: 3 clusters Score -1723795 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1724225.000000 Penalty: 3213.308838
	Iteration 12Q: 3 clusters Score -1724225 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1724457.750000 Penalty: 3213.308838
	Iteration 13Q: 3 clusters Score -1724458 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -1724610.125000 Penalty: 3213.308838
	Iteration 14Q: 3 clusters Score -1724610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1724704.500000 Penalty: 3213.308838
	Iteration 15Q: 3 clusters Score -1724704 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1724753.625000 Penalty: 3213.308838
	Iteration 16Q: 3 clusters Score -1724754 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1724796.875000 Penalty: 3213.308838
	Iteration 17Q: 3 clusters Score -1724797 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1724806.125000 Penalty: 3213.308838
	Iteration 18Q: 3 clusters Score -1724806 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1724817.625000 Penalty: 3213.308838
	Iteration 19Q: 3 clusters Score -1724818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1724826.250000 Penalty: 3213.308838
	Iteration 20F: 3 clusters Score -1724826 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1724835.000000 Penalty: 3213.308838
	Iteration 21Q: 3 clusters Score -1724835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1724834.500000 Penalty: 3213.308838
	Iteration 22Q: 3 clusters Score -1724834 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1724836.625000 Penalty: 3213.308838
	Iteration 23Q: 3 clusters Score -1724837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1724836.750000 Penalty: 3213.308838
	Iteration 24Q: 3 clusters Score -1724837 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1724840.125000 Penalty: 3213.308838
	Iteration 25Q: 3 clusters Score -1724840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1724844.750000 Penalty: 3213.308838
	Iteration 26Q: 3 clusters Score -1724845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -1724842.125000 Penalty: 3213.308838
	Iteration 27Q: 3 clusters Score -1724842 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1724842.000000 Penalty: 3213.308838
	Iteration 28Q: 3 clusters Score -1724842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1724845.625000 Penalty: 3213.308838
	Iteration 29Q: 3 clusters Score -1724846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1724848.875000 Penalty: 3213.308838
	Iteration 30Q: 3 clusters Score -1724849 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1724847.500000 Penalty: 3213.308838
	Iteration 31Q: 3 clusters Score -1724848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1724852.500000 Penalty: 3213.308838
	Iteration 32Q: 3 clusters Score -1724852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1724851.250000 Penalty: 3213.308838
	Iteration 33Q: 3 clusters Score -1724851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1724852.875000 Penalty: 3213.308838
	Iteration 34Q: 3 clusters Score -1724853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1724853.500000 Penalty: 3213.308838
	Iteration 35Q: 3 clusters Score -1724854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1724853.875000 Penalty: 3213.308838
	Iteration 36Q: 3 clusters Score -1724854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1724853.250000 Penalty: 3213.308838
	Iteration 37Q: 3 clusters Score -1724853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1724852.875000 Penalty: 3213.308838
	Iteration 38Q: 3 clusters Score -1724853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1724852.250000 Penalty: 3213.308838
	Iteration 39Q: 3 clusters Score -1724852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1724850.125000 Penalty: 3213.308838
	Iteration 40F: 3 clusters Score -1724850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1724850.500000 Penalty: 3213.308838
	Iteration 41Q: 3 clusters Score -1724850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1724852.250000 Penalty: 3213.308838
	Iteration 42Q: 3 clusters Score -1724852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1724852.250000 Penalty: 3213.308838
	Iteration 43F: 3 clusters Score -1724852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Entering Unmasked Estep 
Score: -40887096.000000 Penalty: 80853.031250
Splitting cluster 1 changes total score from -40886940.000000 to -40887096.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (36142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Entering Unmasked Estep 
Score: -3205532.500000 Penalty: 1705.471680
	Iteration 0F: 2 clusters Score -3205532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3181396.250000 Penalty: 3410.943359
	Iteration 0F: 3 clusters Score -3181396 nChanged 16751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -3190721.250000 Penalty: 3410.943359
	Iteration 1F: 3 clusters Score -3190721 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18940 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3191087.250000 Penalty: 3410.943359
	Iteration 2Q: 3 clusters Score -3191087 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19389 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -3191501.000000 Penalty: 3410.943359
	Iteration 3Q: 3 clusters Score -3191501 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3191992.000000 Penalty: 3410.943359
	Iteration 4Q: 3 clusters Score -3191992 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -3192585.000000 Penalty: 3410.943359
	Iteration 5Q: 3 clusters Score -3192585 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -3193392.500000 Penalty: 3410.943359
	Iteration 6Q: 3 clusters Score -3193392 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3194496.750000 Penalty: 3410.943359
	Iteration 7F: 3 clusters Score -3194497 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -3195914.000000 Penalty: 3410.943359
	Iteration 8F: 3 clusters Score -3195914 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -3197358.500000 Penalty: 3410.943359
	Iteration 9F: 3 clusters Score -3197358 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -3198442.250000 Penalty: 3410.943359
	Iteration 10Q: 3 clusters Score -3198442 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26464 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3199089.500000 Penalty: 3410.943359
	Iteration 11Q: 3 clusters Score -3199090 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -3199476.500000 Penalty: 3410.943359
	Iteration 12Q: 3 clusters Score -3199476 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3199777.250000 Penalty: 3410.943359
	Iteration 13Q: 3 clusters Score -3199777 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28389 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3200058.750000 Penalty: 3410.943359
	Iteration 14Q: 3 clusters Score -3200059 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -3200355.750000 Penalty: 3410.943359
	Iteration 15Q: 3 clusters Score -3200356 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3200668.000000 Penalty: 3410.943359
	Iteration 16Q: 3 clusters Score -3200668 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -3201002.750000 Penalty: 3410.943359
	Iteration 17Q: 3 clusters Score -3201003 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3201339.000000 Penalty: 3410.943359
	Iteration 18Q: 3 clusters Score -3201339 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -3201676.500000 Penalty: 3410.943359
	Iteration 19Q: 3 clusters Score -3201676 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3201988.500000 Penalty: 3410.943359
	Iteration 20F: 3 clusters Score -3201988 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -3202319.000000 Penalty: 3410.943359
	Iteration 21Q: 3 clusters Score -3202319 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -3202668.250000 Penalty: 3410.943359
	Iteration 22Q: 3 clusters Score -3202668 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -3202997.000000 Penalty: 3410.943359
	Iteration 23Q: 3 clusters Score -3202997 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -3203284.500000 Penalty: 3410.943359
	Iteration 24Q: 3 clusters Score -3203284 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34481 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -3203479.250000 Penalty: 3410.943359
	Iteration 25Q: 3 clusters Score -3203479 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -3203641.500000 Penalty: 3410.943359
	Iteration 26Q: 3 clusters Score -3203642 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34941 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3203762.250000 Penalty: 3410.943359
	Iteration 27Q: 3 clusters Score -3203762 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3203836.750000 Penalty: 3410.943359
	Iteration 28Q: 3 clusters Score -3203837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3203907.250000 Penalty: 3410.943359
	Iteration 29Q: 3 clusters Score -3203907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3203955.250000 Penalty: 3410.943359
	Iteration 30Q: 3 clusters Score -3203955 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3204003.750000 Penalty: 3410.943359
	Iteration 31Q: 3 clusters Score -3204004 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35404 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3204032.500000 Penalty: 3410.943359
	Iteration 32Q: 3 clusters Score -3204032 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35440 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3204049.000000 Penalty: 3410.943359
	Iteration 33Q: 3 clusters Score -3204049 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3204065.500000 Penalty: 3410.943359
	Iteration 34Q: 3 clusters Score -3204066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3204083.250000 Penalty: 3410.943359
	Iteration 35Q: 3 clusters Score -3204083 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3204085.750000 Penalty: 3410.943359
	Iteration 36Q: 3 clusters Score -3204086 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3204089.750000 Penalty: 3410.943359
	Iteration 37Q: 3 clusters Score -3204090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3204097.250000 Penalty: 3410.943359
	Iteration 38Q: 3 clusters Score -3204097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3204105.000000 Penalty: 3410.943359
	Iteration 39Q: 3 clusters Score -3204105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3204113.000000 Penalty: 3410.943359
	Iteration 40F: 3 clusters Score -3204113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3204114.000000 Penalty: 3410.943359
	Iteration 41Q: 3 clusters Score -3204114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3204119.500000 Penalty: 3410.943359
	Iteration 42Q: 3 clusters Score -3204120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35601 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3204130.500000 Penalty: 3410.943359
	Iteration 43Q: 3 clusters Score -3204130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3204139.750000 Penalty: 3410.943359
	Iteration 44Q: 3 clusters Score -3204140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -3204139.500000 Penalty: 3410.943359
	Iteration 45Q: 3 clusters Score -3204140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3204138.250000 Penalty: 3410.943359
	Iteration 46Q: 3 clusters Score -3204138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3204149.000000 Penalty: 3410.943359
	Iteration 47Q: 3 clusters Score -3204149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3204147.000000 Penalty: 3410.943359
	Iteration 48Q: 3 clusters Score -3204147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35638 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3204153.000000 Penalty: 3410.943359
	Iteration 49Q: 3 clusters Score -3204153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -3204154.250000 Penalty: 3410.943359
	Iteration 50Q: 3 clusters Score -3204154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3204155.000000 Penalty: 3410.943359
	Iteration 51Q: 3 clusters Score -3204155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35643 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -3204153.750000 Penalty: 3410.943359
	Iteration 52Q: 3 clusters Score -3204154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35647 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3204151.000000 Penalty: 3410.943359
	Iteration 53Q: 3 clusters Score -3204151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3204151.750000 Penalty: 3410.943359
	Iteration 54Q: 3 clusters Score -3204152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35649 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3204151.750000 Penalty: 3410.943359
	Iteration 55F: 3 clusters Score -3204152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Entering Unmasked Estep 
Score: -79892.203125 Penalty: 1152.137451
	Iteration 0F: 2 clusters Score -79892.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78332.726562 Penalty: 2304.274902
	Iteration 0F: 3 clusters Score -78332.73 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -78886.015625 Penalty: 2304.274902
	Iteration 1F: 3 clusters Score -78886.02 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -79142.164062 Penalty: 2304.274902
	Iteration 2F: 3 clusters Score -79142.16 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -79301.875000 Penalty: 2304.274902
	Iteration 3F: 3 clusters Score -79301.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -79388.343750 Penalty: 2304.274902
	Iteration 4Q: 3 clusters Score -79388.34 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79449.179688 Penalty: 2304.274902
	Iteration 5Q: 3 clusters Score -79449.18 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -79499.812500 Penalty: 2304.274902
	Iteration 6Q: 3 clusters Score -79499.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -79537.289062 Penalty: 2304.274902
	Iteration 7Q: 3 clusters Score -79537.29 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -79590.445312 Penalty: 2304.274902
	Iteration 8Q: 3 clusters Score -79590.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79613.562500 Penalty: 2304.274902
	Iteration 9Q: 3 clusters Score -79613.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79626.390625 Penalty: 2304.274902
	Iteration 10Q: 3 clusters Score -79626.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -79640.289062 Penalty: 2304.274902
	Iteration 11Q: 3 clusters Score -79640.29 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -79654.507812 Penalty: 2304.274902
	Iteration 12Q: 3 clusters Score -79654.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79667.984375 Penalty: 2304.274902
	Iteration 13Q: 3 clusters Score -79667.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -79678.187500 Penalty: 2304.274902
	Iteration 14Q: 3 clusters Score -79678.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -79681.867188 Penalty: 2304.274902
	Iteration 15Q: 3 clusters Score -79681.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79682.414062 Penalty: 2304.274902
	Iteration 16Q: 3 clusters Score -79682.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -79682.414062 Penalty: 2304.274902
	Iteration 17F: 3 clusters Score -79682.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Entering Unmasked Estep 
Score: -334579.875000 Penalty: 1343.251831
	Iteration 0F: 2 clusters Score -334579.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -331297.656250 Penalty: 2686.503662
	Iteration 0F: 3 clusters Score -331297.7 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -332255.500000 Penalty: 2686.503662
	Iteration 1F: 3 clusters Score -332255.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -332598.781250 Penalty: 2686.503662
	Iteration 2F: 3 clusters Score -332598.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -332933.125000 Penalty: 2686.503662
	Iteration 3F: 3 clusters Score -332933.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -333229.468750 Penalty: 2686.503662
	Iteration 4F: 3 clusters Score -333229.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -333470.906250 Penalty: 2686.503662
	Iteration 5F: 3 clusters Score -333470.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -333638.718750 Penalty: 2686.503662
	Iteration 6Q: 3 clusters Score -333638.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -333750.250000 Penalty: 2686.503662
	Iteration 7Q: 3 clusters Score -333750.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -333842.000000 Penalty: 2686.503662
	Iteration 8Q: 3 clusters Score -333842 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -333904.406250 Penalty: 2686.503662
	Iteration 9Q: 3 clusters Score -333904.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -333951.656250 Penalty: 2686.503662
	Iteration 10Q: 3 clusters Score -333951.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -333978.187500 Penalty: 2686.503662
	Iteration 11Q: 3 clusters Score -333978.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -333996.093750 Penalty: 2686.503662
	Iteration 12Q: 3 clusters Score -333996.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -334011.468750 Penalty: 2686.503662
	Iteration 13Q: 3 clusters Score -334011.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -334022.687500 Penalty: 2686.503662
	Iteration 14Q: 3 clusters Score -334022.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -334029.500000 Penalty: 2686.503662
	Iteration 15Q: 3 clusters Score -334029.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -334036.968750 Penalty: 2686.503662
	Iteration 16Q: 3 clusters Score -334037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -334043.625000 Penalty: 2686.503662
	Iteration 17Q: 3 clusters Score -334043.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -334048.500000 Penalty: 2686.503662
	Iteration 18Q: 3 clusters Score -334048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -334049.656250 Penalty: 2686.503662
	Iteration 19Q: 3 clusters Score -334049.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -334051.531250 Penalty: 2686.503662
	Iteration 20F: 3 clusters Score -334051.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -334055.031250 Penalty: 2686.503662
	Iteration 21Q: 3 clusters Score -334055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -334057.406250 Penalty: 2686.503662
	Iteration 22Q: 3 clusters Score -334057.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -334057.562500 Penalty: 2686.503662
	Iteration 23Q: 3 clusters Score -334057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -334057.562500 Penalty: 2686.503662
	Iteration 24F: 3 clusters Score -334057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Entering Unmasked Estep 
Score: -4016857.500000 Penalty: 1743.935181
	Iteration 0F: 2 clusters Score -4016858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -3986191.250000 Penalty: 3487.870361
	Iteration 0F: 3 clusters Score -3986191 nChanged 21421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -3998832.750000 Penalty: 3487.870361
	Iteration 1F: 3 clusters Score -3998833 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -4000008.500000 Penalty: 3487.870361
	Iteration 2F: 3 clusters Score -4000008 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4001496.250000 Penalty: 3487.870361
	Iteration 3F: 3 clusters Score -4001496 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -4003155.250000 Penalty: 3487.870361
	Iteration 4F: 3 clusters Score -4003155 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -4004668.250000 Penalty: 3487.870361
	Iteration 5F: 3 clusters Score -4004668 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -4005824.250000 Penalty: 3487.870361
	Iteration 6F: 3 clusters Score -4005824 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -4006652.500000 Penalty: 3487.870361
	Iteration 7Q: 3 clusters Score -4006652 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -4007270.750000 Penalty: 3487.870361
	Iteration 8Q: 3 clusters Score -4007271 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -4007875.250000 Penalty: 3487.870361
	Iteration 9Q: 3 clusters Score -4007875 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -4008536.750000 Penalty: 3487.870361
	Iteration 10Q: 3 clusters Score -4008537 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -4009279.000000 Penalty: 3487.870361
	Iteration 11Q: 3 clusters Score -4009279 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 36331 members 
Entering Unmasked Estep 
Score: -4010158.750000 Penalty: 3487.870361
	Iteration 12Q: 3 clusters Score -4010159 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4011117.250000 Penalty: 3487.870361
	Iteration 13Q: 3 clusters Score -4011117 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 39425 members 
Entering Unmasked Estep 
Score: -4012020.750000 Penalty: 3487.870361
	Iteration 14Q: 3 clusters Score -4012021 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -4012776.500000 Penalty: 3487.870361
	Iteration 15Q: 3 clusters Score -4012776 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -4013410.250000 Penalty: 3487.870361
	Iteration 16Q: 3 clusters Score -4013410 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 42511 members 
Entering Unmasked Estep 
Score: -4013865.500000 Penalty: 3487.870361
	Iteration 17Q: 3 clusters Score -4013866 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 43200 members 
Entering Unmasked Estep 
Score: -4014266.000000 Penalty: 3487.870361
	Iteration 18Q: 3 clusters Score -4014266 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -4014600.250000 Penalty: 3487.870361
	Iteration 19Q: 3 clusters Score -4014600 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -4014888.500000 Penalty: 3487.870361
	Iteration 20F: 3 clusters Score -4014888 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -4015090.500000 Penalty: 3487.870361
	Iteration 21Q: 3 clusters Score -4015090 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -4015221.250000 Penalty: 3487.870361
	Iteration 22Q: 3 clusters Score -4015221 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 44898 members 
Entering Unmasked Estep 
Score: -4015320.000000 Penalty: 3487.870361
	Iteration 23Q: 3 clusters Score -4015320 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44996 members 
Entering Unmasked Estep 
Score: -4015378.750000 Penalty: 3487.870361
	Iteration 24Q: 3 clusters Score -4015379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 45063 members 
Entering Unmasked Estep 
Score: -4015408.000000 Penalty: 3487.870361
	Iteration 25Q: 3 clusters Score -4015408 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -4015428.500000 Penalty: 3487.870361
	Iteration 26Q: 3 clusters Score -4015428 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -4015447.750000 Penalty: 3487.870361
	Iteration 27Q: 3 clusters Score -4015448 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -4015456.250000 Penalty: 3487.870361
	Iteration 28Q: 3 clusters Score -4015456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -4015464.000000 Penalty: 3487.870361
	Iteration 29Q: 3 clusters Score -4015464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 45175 members 
Entering Unmasked Estep 
Score: -4015470.250000 Penalty: 3487.870361
	Iteration 30Q: 3 clusters Score -4015470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -4015464.750000 Penalty: 3487.870361
	Iteration 31Q: 3 clusters Score -4015465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -4015473.000000 Penalty: 3487.870361
	Iteration 32Q: 3 clusters Score -4015473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45196 members 
Entering Unmasked Estep 
Score: -4015473.000000 Penalty: 3487.870361
	Iteration 33Q: 3 clusters Score -4015473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 45199 members 
Entering Unmasked Estep 
Score: -4015471.250000 Penalty: 3487.870361
	Iteration 34Q: 3 clusters Score -4015471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -4015478.500000 Penalty: 3487.870361
	Iteration 35Q: 3 clusters Score -4015478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -4015479.000000 Penalty: 3487.870361
	Iteration 36Q: 3 clusters Score -4015479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 45214 members 
Entering Unmasked Estep 
Score: -4015480.250000 Penalty: 3487.870361
	Iteration 37Q: 3 clusters Score -4015480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -4015482.500000 Penalty: 3487.870361
	Iteration 38Q: 3 clusters Score -4015482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -4015481.750000 Penalty: 3487.870361
	Iteration 39Q: 3 clusters Score -4015482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 45215 members 
Entering Unmasked Estep 
Score: -4015481.750000 Penalty: 3487.870361
	Iteration 40F: 3 clusters Score -4015482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Entering Unmasked Estep 
Score: -406122.843750 Penalty: 1374.575806
	Iteration 0F: 2 clusters Score -406122.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -402381.000000 Penalty: 2749.151611
	Iteration 0F: 3 clusters Score -402381 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -403503.281250 Penalty: 2749.151611
	Iteration 1F: 3 clusters Score -403503.3 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -403754.500000 Penalty: 2749.151611
	Iteration 2F: 3 clusters Score -403754.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -403922.625000 Penalty: 2749.151611
	Iteration 3F: 3 clusters Score -403922.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -404027.468750 Penalty: 2749.151611
	Iteration 4Q: 3 clusters Score -404027.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -404115.156250 Penalty: 2749.151611
	Iteration 5Q: 3 clusters Score -404115.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -404224.781250 Penalty: 2749.151611
	Iteration 6Q: 3 clusters Score -404224.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -404357.531250 Penalty: 2749.151611
	Iteration 7Q: 3 clusters Score -404357.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -404513.687500 Penalty: 2749.151611
	Iteration 8Q: 3 clusters Score -404513.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -404713.062500 Penalty: 2749.151611
	Iteration 9F: 3 clusters Score -404713.1 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -404956.593750 Penalty: 2749.151611
	Iteration 10F: 3 clusters Score -404956.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -405273.437500 Penalty: 2749.151611
	Iteration 11F: 3 clusters Score -405273.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -405666.156250 Penalty: 2749.151611
	Iteration 12F: 3 clusters Score -405666.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -405978.281250 Penalty: 2749.151611
	Iteration 13Q: 3 clusters Score -405978.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -406234.437500 Penalty: 2749.151611
	Iteration 14Q: 3 clusters Score -406234.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -406524.312500 Penalty: 2749.151611
	Iteration 15Q: 3 clusters Score -406524.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -406652.281250 Penalty: 2749.151611
	Iteration 16Q: 3 clusters Score -406652.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -406690.375000 Penalty: 2749.151611
	Iteration 17Q: 3 clusters Score -406690.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -406700.062500 Penalty: 2749.151611
	Iteration 18Q: 3 clusters Score -406700.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -406703.312500 Penalty: 2749.151611
	Iteration 19Q: 3 clusters Score -406703.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -406703.875000 Penalty: 2749.151611
	Iteration 20F: 3 clusters Score -406703.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 3851 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 866 members 
Entering Unmasked Estep 
Score: -40886880.000000 Penalty: 82980.742188
Splitting cluster 6 changes total score from -40886940.000000 to -40886880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Entering Unmasked Estep 
Score: -3763811.500000 Penalty: 1730.780518
	Iteration 0F: 2 clusters Score -3763812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3735575.500000 Penalty: 3461.561035
	Iteration 0F: 3 clusters Score -3735576 nChanged 19680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -3746822.500000 Penalty: 3461.561035
	Iteration 1F: 3 clusters Score -3746822 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 23684 members 
Entering Unmasked Estep 
Score: -3747445.750000 Penalty: 3461.561035
	Iteration 2Q: 3 clusters Score -3747446 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -3748320.250000 Penalty: 3461.561035
	Iteration 3Q: 3 clusters Score -3748320 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 27178 members 
Entering Unmasked Estep 
Score: -3749671.000000 Penalty: 3461.561035
	Iteration 4F: 3 clusters Score -3749671 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3751818.000000 Penalty: 3461.561035
	Iteration 5F: 3 clusters Score -3751818 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 33203 members 
Entering Unmasked Estep 
Score: -3754679.000000 Penalty: 3461.561035
	Iteration 6F: 3 clusters Score -3754679 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -3757556.000000 Penalty: 3461.561035
	Iteration 7F: 3 clusters Score -3757556 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 38640 members 
Entering Unmasked Estep 
Score: -3759711.750000 Penalty: 3461.561035
	Iteration 8F: 3 clusters Score -3759712 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -3760957.750000 Penalty: 3461.561035
	Iteration 9Q: 3 clusters Score -3760958 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -3761614.500000 Penalty: 3461.561035
	Iteration 10Q: 3 clusters Score -3761614 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -3761930.000000 Penalty: 3461.561035
	Iteration 11Q: 3 clusters Score -3761930 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -3762084.500000 Penalty: 3461.561035
	Iteration 12Q: 3 clusters Score -3762084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -3762192.000000 Penalty: 3461.561035
	Iteration 13Q: 3 clusters Score -3762192 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 41770 members 
Entering Unmasked Estep 
Score: -3762231.000000 Penalty: 3461.561035
	Iteration 14Q: 3 clusters Score -3762231 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -3762270.500000 Penalty: 3461.561035
	Iteration 15Q: 3 clusters Score -3762270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -3762296.750000 Penalty: 3461.561035
	Iteration 16Q: 3 clusters Score -3762297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -3762320.000000 Penalty: 3461.561035
	Iteration 17Q: 3 clusters Score -3762320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -3762331.500000 Penalty: 3461.561035
	Iteration 18Q: 3 clusters Score -3762332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -3762338.250000 Penalty: 3461.561035
	Iteration 19Q: 3 clusters Score -3762338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41879 members 
Entering Unmasked Estep 
Score: -3762346.000000 Penalty: 3461.561035
	Iteration 20F: 3 clusters Score -3762346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -3762352.250000 Penalty: 3461.561035
	Iteration 21Q: 3 clusters Score -3762352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -3762353.500000 Penalty: 3461.561035
	Iteration 22Q: 3 clusters Score -3762354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -3762359.500000 Penalty: 3461.561035
	Iteration 23Q: 3 clusters Score -3762360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 41885 members 
Entering Unmasked Estep 
Score: -3762364.750000 Penalty: 3461.561035
	Iteration 24Q: 3 clusters Score -3762365 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -3762361.000000 Penalty: 3461.561035
	Iteration 25Q: 3 clusters Score -3762361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -3762371.000000 Penalty: 3461.561035
	Iteration 26Q: 3 clusters Score -3762371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -3762372.250000 Penalty: 3461.561035
	Iteration 27Q: 3 clusters Score -3762372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -3762370.750000 Penalty: 3461.561035
	Iteration 28Q: 3 clusters Score -3762371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -3762373.250000 Penalty: 3461.561035
	Iteration 29Q: 3 clusters Score -3762373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -3762374.750000 Penalty: 3461.561035
	Iteration 30Q: 3 clusters Score -3762375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -3762377.250000 Penalty: 3461.561035
	Iteration 31Q: 3 clusters Score -3762377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -3762377.500000 Penalty: 3461.561035
	Iteration 32Q: 3 clusters Score -3762378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -3762382.000000 Penalty: 3461.561035
	Iteration 33Q: 3 clusters Score -3762382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -3762384.000000 Penalty: 3461.561035
	Iteration 34Q: 3 clusters Score -3762384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -3762387.000000 Penalty: 3461.561035
	Iteration 35Q: 3 clusters Score -3762387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -3762390.500000 Penalty: 3461.561035
	Iteration 36Q: 3 clusters Score -3762390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -3762390.500000 Penalty: 3461.561035
	Iteration 37F: 3 clusters Score -3762390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Entering Unmasked Estep 
Score: -85546.703125 Penalty: 1136.066284
	Iteration 0F: 2 clusters Score -85546.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -84060.007812 Penalty: 2272.132568
	Iteration 0F: 3 clusters Score -84060.01 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -84361.421875 Penalty: 2272.132568
	Iteration 1F: 3 clusters Score -84361.42 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -84438.406250 Penalty: 2272.132568
	Iteration 2F: 3 clusters Score -84438.41 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -84488.945312 Penalty: 2272.132568
	Iteration 3Q: 3 clusters Score -84488.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -84518.226562 Penalty: 2272.132568
	Iteration 4Q: 3 clusters Score -84518.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -84537.187500 Penalty: 2272.132568
	Iteration 5Q: 3 clusters Score -84537.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -84551.984375 Penalty: 2272.132568
	Iteration 6Q: 3 clusters Score -84551.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -84565.468750 Penalty: 2272.132568
	Iteration 7Q: 3 clusters Score -84565.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -84579.085938 Penalty: 2272.132568
	Iteration 8Q: 3 clusters Score -84579.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -84585.625000 Penalty: 2272.132568
	Iteration 9Q: 3 clusters Score -84585.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -84594.523438 Penalty: 2272.132568
	Iteration 10Q: 3 clusters Score -84594.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -84605.109375 Penalty: 2272.132568
	Iteration 11Q: 3 clusters Score -84605.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -84617.570312 Penalty: 2272.132568
	Iteration 12Q: 3 clusters Score -84617.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -84631.265625 Penalty: 2272.132568
	Iteration 13Q: 3 clusters Score -84631.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -84640.351562 Penalty: 2272.132568
	Iteration 14Q: 3 clusters Score -84640.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -84646.695312 Penalty: 2272.132568
	Iteration 15Q: 3 clusters Score -84646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -84648.945312 Penalty: 2272.132568
	Iteration 16Q: 3 clusters Score -84648.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -84652.195312 Penalty: 2272.132568
	Iteration 17Q: 3 clusters Score -84652.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84653.062500 Penalty: 2272.132568
	Iteration 18Q: 3 clusters Score -84653.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -84653.062500 Penalty: 2272.132568
	Iteration 19F: 3 clusters Score -84653.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -302386.593750 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -302386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -299117.000000 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -299117 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -300114.250000 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -300114.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -300413.656250 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -300413.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -300713.062500 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -300713.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -300942.781250 Penalty: 2696.377686
	Iteration 4F: 3 clusters Score -300942.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -301070.875000 Penalty: 2696.377686
	Iteration 5Q: 3 clusters Score -301070.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -301145.718750 Penalty: 2696.377686
	Iteration 6Q: 3 clusters Score -301145.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -301190.687500 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -301190.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -301245.218750 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -301245.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -301282.500000 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -301282.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -301314.968750 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -301315 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -301336.625000 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -301336.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -301356.812500 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -301356.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -301374.750000 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -301374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -301392.093750 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -301392.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -301407.968750 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -301408 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -301430.218750 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -301430.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -301457.500000 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -301457.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -301504.968750 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -301505 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -301561.843750 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -301561.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -301619.687500 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -301619.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -301670.906250 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -301670.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -301708.906250 Penalty: 2696.377686
	Iteration 22Q: 3 clusters Score -301708.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -301764.468750 Penalty: 2696.377686
	Iteration 23Q: 3 clusters Score -301764.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -301821.031250 Penalty: 2696.377686
	Iteration 24Q: 3 clusters Score -301821 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -301898.656250 Penalty: 2696.377686
	Iteration 25Q: 3 clusters Score -301898.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -301949.937500 Penalty: 2696.377686
	Iteration 26Q: 3 clusters Score -301949.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -301984.187500 Penalty: 2696.377686
	Iteration 27Q: 3 clusters Score -301984.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -302017.156250 Penalty: 2696.377686
	Iteration 28Q: 3 clusters Score -302017.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -302037.875000 Penalty: 2696.377686
	Iteration 29Q: 3 clusters Score -302037.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -302052.750000 Penalty: 2696.377686
	Iteration 30Q: 3 clusters Score -302052.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -302064.937500 Penalty: 2696.377686
	Iteration 31Q: 3 clusters Score -302064.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -302077.968750 Penalty: 2696.377686
	Iteration 32Q: 3 clusters Score -302078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -302087.718750 Penalty: 2696.377686
	Iteration 33Q: 3 clusters Score -302087.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -302094.156250 Penalty: 2696.377686
	Iteration 34Q: 3 clusters Score -302094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -302097.781250 Penalty: 2696.377686
	Iteration 35Q: 3 clusters Score -302097.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -302104.343750 Penalty: 2696.377686
	Iteration 36Q: 3 clusters Score -302104.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -302111.093750 Penalty: 2696.377686
	Iteration 37Q: 3 clusters Score -302111.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -302115.281250 Penalty: 2696.377686
	Iteration 38Q: 3 clusters Score -302115.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -302127.562500 Penalty: 2696.377686
	Iteration 39Q: 3 clusters Score -302127.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -302139.062500 Penalty: 2696.377686
	Iteration 40F: 3 clusters Score -302139.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -302152.156250 Penalty: 2696.377686
	Iteration 41Q: 3 clusters Score -302152.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -302163.875000 Penalty: 2696.377686
	Iteration 42Q: 3 clusters Score -302163.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -302175.218750 Penalty: 2696.377686
	Iteration 43Q: 3 clusters Score -302175.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -302187.875000 Penalty: 2696.377686
	Iteration 44Q: 3 clusters Score -302187.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -302204.562500 Penalty: 2696.377686
	Iteration 45Q: 3 clusters Score -302204.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -302226.406250 Penalty: 2696.377686
	Iteration 46Q: 3 clusters Score -302226.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -302244.312500 Penalty: 2696.377686
	Iteration 47Q: 3 clusters Score -302244.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -302259.187500 Penalty: 2696.377686
	Iteration 48Q: 3 clusters Score -302259.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -302268.750000 Penalty: 2696.377686
	Iteration 49Q: 3 clusters Score -302268.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -302279.656250 Penalty: 2696.377686
	Iteration 50Q: 3 clusters Score -302279.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -302292.593750 Penalty: 2696.377686
	Iteration 51Q: 3 clusters Score -302292.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -302307.468750 Penalty: 2696.377686
	Iteration 52Q: 3 clusters Score -302307.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -302332.625000 Penalty: 2696.377686
	Iteration 53Q: 3 clusters Score -302332.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -302366.593750 Penalty: 2696.377686
	Iteration 54Q: 3 clusters Score -302366.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -302395.656250 Penalty: 2696.377686
	Iteration 55Q: 3 clusters Score -302395.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -302411.000000 Penalty: 2696.377686
	Iteration 56Q: 3 clusters Score -302411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -302424.718750 Penalty: 2696.377686
	Iteration 57Q: 3 clusters Score -302424.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -302437.093750 Penalty: 2696.377686
	Iteration 58Q: 3 clusters Score -302437.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -302444.812500 Penalty: 2696.377686
	Iteration 59Q: 3 clusters Score -302444.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -302450.406250 Penalty: 2696.377686
	Iteration 60F: 3 clusters Score -302450.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -302455.156250 Penalty: 2696.377686
	Iteration 61Q: 3 clusters Score -302455.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -302458.562500 Penalty: 2696.377686
	Iteration 62Q: 3 clusters Score -302458.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -302461.968750 Penalty: 2696.377686
	Iteration 63Q: 3 clusters Score -302462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -302463.750000 Penalty: 2696.377686
	Iteration 64Q: 3 clusters Score -302463.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -302463.937500 Penalty: 2696.377686
	Iteration 65Q: 3 clusters Score -302463.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -302464.156250 Penalty: 2696.377686
	Iteration 66Q: 3 clusters Score -302464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -302464.781250 Penalty: 2696.377686
	Iteration 67Q: 3 clusters Score -302464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -302465.406250 Penalty: 2696.377686
	Iteration 68Q: 3 clusters Score -302465.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302465.312500 Penalty: 2696.377686
	Iteration 69Q: 3 clusters Score -302465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -302465.312500 Penalty: 2696.377686
	Iteration 70F: 3 clusters Score -302465.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 2833 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 1177 members 
Entering Unmasked Estep 
Score: -40886340.000000 Penalty: 82980.742188
Splitting cluster 9 changes total score from -40886940.000000 to -40886340.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Entering Unmasked Estep 
Score: -195321.984375 Penalty: 1266.524902
	Iteration 0F: 2 clusters Score -195322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -192961.968750 Penalty: 2533.049805
	Iteration 0F: 3 clusters Score -192962 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -193609.359375 Penalty: 2533.049805
	Iteration 1F: 3 clusters Score -193609.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -193967.687500 Penalty: 2533.049805
	Iteration 2F: 3 clusters Score -193967.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -194469.875000 Penalty: 2533.049805
	Iteration 3F: 3 clusters Score -194469.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -194864.437500 Penalty: 2533.049805
	Iteration 4F: 3 clusters Score -194864.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -195221.250000 Penalty: 2533.049805
	Iteration 5F: 3 clusters Score -195221.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -195393.453125 Penalty: 2533.049805
	Iteration 6Q: 3 clusters Score -195393.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -195455.718750 Penalty: 2533.049805
	Iteration 7Q: 3 clusters Score -195455.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -195479.531250 Penalty: 2533.049805
	Iteration 8Q: 3 clusters Score -195479.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195489.500000 Penalty: 2533.049805
	Iteration 9Q: 3 clusters Score -195489.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195491.265625 Penalty: 2533.049805
	Iteration 10Q: 3 clusters Score -195491.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -195492.640625 Penalty: 2533.049805
	Iteration 11Q: 3 clusters Score -195492.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -195493.265625 Penalty: 2533.049805
	Iteration 12Q: 3 clusters Score -195493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -195493.265625 Penalty: 2533.049805
	Iteration 13F: 3 clusters Score -195493.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 1490 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 936 members 
Entering Unmasked Estep 
Score: -40886428.000000 Penalty: 82980.742188
Splitting cluster 10 changes total score from -40886940.000000 to -40886428.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Entering Unmasked Estep 
Score: -342419.406250 Penalty: 1351.835205
	Iteration 0F: 2 clusters Score -342419.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -339061.593750 Penalty: 2703.670410
	Iteration 0F: 3 clusters Score -339061.6 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -340158.218750 Penalty: 2703.670410
	Iteration 1F: 3 clusters Score -340158.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -340549.562500 Penalty: 2703.670410
	Iteration 2F: 3 clusters Score -340549.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -340935.500000 Penalty: 2703.670410
	Iteration 3F: 3 clusters Score -340935.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -341357.718750 Penalty: 2703.670410
	Iteration 4F: 3 clusters Score -341357.7 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -341752.843750 Penalty: 2703.670410
	Iteration 5F: 3 clusters Score -341752.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -342033.187500 Penalty: 2703.670410
	Iteration 6F: 3 clusters Score -342033.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -342232.562500 Penalty: 2703.670410
	Iteration 7Q: 3 clusters Score -342232.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -342316.562500 Penalty: 2703.670410
	Iteration 8Q: 3 clusters Score -342316.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -342357.812500 Penalty: 2703.670410
	Iteration 9Q: 3 clusters Score -342357.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -342383.468750 Penalty: 2703.670410
	Iteration 10Q: 3 clusters Score -342383.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -342397.875000 Penalty: 2703.670410
	Iteration 11Q: 3 clusters Score -342397.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -342411.437500 Penalty: 2703.670410
	Iteration 12Q: 3 clusters Score -342411.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -342420.250000 Penalty: 2703.670410
	Iteration 13Q: 3 clusters Score -342420.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -342426.843750 Penalty: 2703.670410
	Iteration 14Q: 3 clusters Score -342426.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -342430.562500 Penalty: 2703.670410
	Iteration 15Q: 3 clusters Score -342430.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -342431.593750 Penalty: 2703.670410
	Iteration 16Q: 3 clusters Score -342431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -342432.968750 Penalty: 2703.670410
	Iteration 17Q: 3 clusters Score -342433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -342433.593750 Penalty: 2703.670410
	Iteration 18Q: 3 clusters Score -342433.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -342433.968750 Penalty: 2703.670410
	Iteration 19Q: 3 clusters Score -342434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -342434.062500 Penalty: 2703.670410
	Iteration 20F: 3 clusters Score -342434.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -342434.875000 Penalty: 2703.670410
	Iteration 21Q: 3 clusters Score -342434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -342434.875000 Penalty: 2703.670410
	Iteration 22F: 3 clusters Score -342434.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 2562 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 1539 members 
Entering Unmasked Estep 
Score: -40886376.000000 Penalty: 82980.742188
Splitting cluster 11 changes total score from -40886940.000000 to -40886376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (14431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Entering Unmasked Estep 
Score: -1248603.750000 Penalty: 1556.284302
	Iteration 0F: 2 clusters Score -1248604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1238653.250000 Penalty: 3112.568604
	Iteration 0F: 3 clusters Score -1238653 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1242169.500000 Penalty: 3112.568604
	Iteration 1F: 3 clusters Score -1242170 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1242719.375000 Penalty: 3112.568604
	Iteration 2F: 3 clusters Score -1242719 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1243381.625000 Penalty: 3112.568604
	Iteration 3F: 3 clusters Score -1243382 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1244131.750000 Penalty: 3112.568604
	Iteration 4F: 3 clusters Score -1244132 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1244819.500000 Penalty: 3112.568604
	Iteration 5F: 3 clusters Score -1244820 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1245386.375000 Penalty: 3112.568604
	Iteration 6F: 3 clusters Score -1245386 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1245844.625000 Penalty: 3112.568604
	Iteration 7Q: 3 clusters Score -1245845 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1246221.625000 Penalty: 3112.568604
	Iteration 8Q: 3 clusters Score -1246222 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1246551.000000 Penalty: 3112.568604
	Iteration 9Q: 3 clusters Score -1246551 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1246802.125000 Penalty: 3112.568604
	Iteration 10Q: 3 clusters Score -1246802 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -1247004.125000 Penalty: 3112.568604
	Iteration 11Q: 3 clusters Score -1247004 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1247131.500000 Penalty: 3112.568604
	Iteration 12Q: 3 clusters Score -1247132 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1247210.125000 Penalty: 3112.568604
	Iteration 13Q: 3 clusters Score -1247210 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -1247267.000000 Penalty: 3112.568604
	Iteration 14Q: 3 clusters Score -1247267 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1247312.250000 Penalty: 3112.568604
	Iteration 15Q: 3 clusters Score -1247312 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1247344.000000 Penalty: 3112.568604
	Iteration 16Q: 3 clusters Score -1247344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -1247386.375000 Penalty: 3112.568604
	Iteration 17Q: 3 clusters Score -1247386 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -1247424.625000 Penalty: 3112.568604
	Iteration 18Q: 3 clusters Score -1247425 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1247472.500000 Penalty: 3112.568604
	Iteration 19Q: 3 clusters Score -1247472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -1247530.625000 Penalty: 3112.568604
	Iteration 20F: 3 clusters Score -1247531 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1247621.375000 Penalty: 3112.568604
	Iteration 21Q: 3 clusters Score -1247621 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -1247745.000000 Penalty: 3112.568604
	Iteration 22Q: 3 clusters Score -1247745 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1247905.500000 Penalty: 3112.568604
	Iteration 23Q: 3 clusters Score -1247906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1248051.750000 Penalty: 3112.568604
	Iteration 24Q: 3 clusters Score -1248052 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1248121.750000 Penalty: 3112.568604
	Iteration 25Q: 3 clusters Score -1248122 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1248154.375000 Penalty: 3112.568604
	Iteration 26Q: 3 clusters Score -1248154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1248175.000000 Penalty: 3112.568604
	Iteration 27Q: 3 clusters Score -1248175 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1248182.500000 Penalty: 3112.568604
	Iteration 28Q: 3 clusters Score -1248182 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1248188.000000 Penalty: 3112.568604
	Iteration 29Q: 3 clusters Score -1248188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1248186.875000 Penalty: 3112.568604
	Iteration 30Q: 3 clusters Score -1248187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1248190.000000 Penalty: 3112.568604
	Iteration 31Q: 3 clusters Score -1248190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1248191.500000 Penalty: 3112.568604
	Iteration 32Q: 3 clusters Score -1248192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1248192.625000 Penalty: 3112.568604
	Iteration 33Q: 3 clusters Score -1248193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -1248192.625000 Penalty: 3112.568604
	Iteration 34F: 3 clusters Score -1248193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -133992.250000 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -133992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -132161.187500 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -132161.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -132595.687500 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -132595.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -132830.421875 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -132830.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -133009.890625 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -133009.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -133136.718750 Penalty: 2410.322998
	Iteration 4F: 3 clusters Score -133136.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -133266.703125 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -133266.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -133369.328125 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -133369.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -133453.250000 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -133453.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -133510.265625 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -133510.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -133553.281250 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -133553.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -133583.812500 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -133583.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -133613.546875 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -133613.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -133645.703125 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -133645.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -133680.484375 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -133680.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -133722.906250 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -133722.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -133766.468750 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -133766.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -133796.218750 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -133796.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133820.484375 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -133820.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133841.828125 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -133841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -133846.953125 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -133847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133848.453125 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -133848.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -133850.656250 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -133850.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -133851.718750 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -133851.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133852.078125 Penalty: 2410.322998
	Iteration 23Q: 3 clusters Score -133852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -133852.078125 Penalty: 2410.322998
	Iteration 24F: 3 clusters Score -133852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Entering Unmasked Estep 
Score: -529467.500000 Penalty: 1431.723999
	Iteration 0F: 2 clusters Score -529467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -524465.625000 Penalty: 2863.447998
	Iteration 0F: 3 clusters Score -524465.6 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -526195.125000 Penalty: 2863.447998
	Iteration 1F: 3 clusters Score -526195.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -526679.937500 Penalty: 2863.447998
	Iteration 2F: 3 clusters Score -526679.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -527137.875000 Penalty: 2863.447998
	Iteration 3F: 3 clusters Score -527137.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -527458.187500 Penalty: 2863.447998
	Iteration 4F: 3 clusters Score -527458.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -527672.062500 Penalty: 2863.447998
	Iteration 5F: 3 clusters Score -527672.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -527813.812500 Penalty: 2863.447998
	Iteration 6Q: 3 clusters Score -527813.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -527907.875000 Penalty: 2863.447998
	Iteration 7Q: 3 clusters Score -527907.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -527971.687500 Penalty: 2863.447998
	Iteration 8Q: 3 clusters Score -527971.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -528045.562500 Penalty: 2863.447998
	Iteration 9Q: 3 clusters Score -528045.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -528133.250000 Penalty: 2863.447998
	Iteration 10Q: 3 clusters Score -528133.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -528241.062500 Penalty: 2863.447998
	Iteration 11Q: 3 clusters Score -528241.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -528325.562500 Penalty: 2863.447998
	Iteration 12Q: 3 clusters Score -528325.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -528379.437500 Penalty: 2863.447998
	Iteration 13Q: 3 clusters Score -528379.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -528428.062500 Penalty: 2863.447998
	Iteration 14Q: 3 clusters Score -528428.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -528457.937500 Penalty: 2863.447998
	Iteration 15Q: 3 clusters Score -528457.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -528484.250000 Penalty: 2863.447998
	Iteration 16Q: 3 clusters Score -528484.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -528503.062500 Penalty: 2863.447998
	Iteration 17Q: 3 clusters Score -528503.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -528512.750000 Penalty: 2863.447998
	Iteration 18Q: 3 clusters Score -528512.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -528520.937500 Penalty: 2863.447998
	Iteration 19Q: 3 clusters Score -528520.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -528529.062500 Penalty: 2863.447998
	Iteration 20F: 3 clusters Score -528529.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -528534.687500 Penalty: 2863.447998
	Iteration 21Q: 3 clusters Score -528534.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -528539.062500 Penalty: 2863.447998
	Iteration 22Q: 3 clusters Score -528539.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -528544.312500 Penalty: 2863.447998
	Iteration 23Q: 3 clusters Score -528544.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -528548.125000 Penalty: 2863.447998
	Iteration 24Q: 3 clusters Score -528548.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -528549.875000 Penalty: 2863.447998
	Iteration 25Q: 3 clusters Score -528549.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -528553.875000 Penalty: 2863.447998
	Iteration 26Q: 3 clusters Score -528553.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -528557.500000 Penalty: 2863.447998
	Iteration 27Q: 3 clusters Score -528557.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -528563.875000 Penalty: 2863.447998
	Iteration 28Q: 3 clusters Score -528563.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -528573.437500 Penalty: 2863.447998
	Iteration 29Q: 3 clusters Score -528573.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -528583.125000 Penalty: 2863.447998
	Iteration 30Q: 3 clusters Score -528583.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -528586.937500 Penalty: 2863.447998
	Iteration 31Q: 3 clusters Score -528586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -528591.875000 Penalty: 2863.447998
	Iteration 32Q: 3 clusters Score -528591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -528598.437500 Penalty: 2863.447998
	Iteration 33Q: 3 clusters Score -528598.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -528603.500000 Penalty: 2863.447998
	Iteration 34Q: 3 clusters Score -528603.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -528609.250000 Penalty: 2863.447998
	Iteration 35Q: 3 clusters Score -528609.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -528612.812500 Penalty: 2863.447998
	Iteration 36Q: 3 clusters Score -528612.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -528617.375000 Penalty: 2863.447998
	Iteration 37Q: 3 clusters Score -528617.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -528624.125000 Penalty: 2863.447998
	Iteration 38Q: 3 clusters Score -528624.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -528630.875000 Penalty: 2863.447998
	Iteration 39Q: 3 clusters Score -528630.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -528638.750000 Penalty: 2863.447998
	Iteration 40F: 3 clusters Score -528638.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -528651.000000 Penalty: 2863.447998
	Iteration 41Q: 3 clusters Score -528651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -528659.625000 Penalty: 2863.447998
	Iteration 42Q: 3 clusters Score -528659.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -528666.437500 Penalty: 2863.447998
	Iteration 43Q: 3 clusters Score -528666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -528674.312500 Penalty: 2863.447998
	Iteration 44Q: 3 clusters Score -528674.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -528680.375000 Penalty: 2863.447998
	Iteration 45Q: 3 clusters Score -528680.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -528688.062500 Penalty: 2863.447998
	Iteration 46Q: 3 clusters Score -528688.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -528695.625000 Penalty: 2863.447998
	Iteration 47Q: 3 clusters Score -528695.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -528705.062500 Penalty: 2863.447998
	Iteration 48Q: 3 clusters Score -528705.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -528711.812500 Penalty: 2863.447998
	Iteration 49Q: 3 clusters Score -528711.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -528716.937500 Penalty: 2863.447998
	Iteration 50Q: 3 clusters Score -528716.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -528723.500000 Penalty: 2863.447998
	Iteration 51Q: 3 clusters Score -528723.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -528731.562500 Penalty: 2863.447998
	Iteration 52Q: 3 clusters Score -528731.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -528735.125000 Penalty: 2863.447998
	Iteration 53Q: 3 clusters Score -528735.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -528739.875000 Penalty: 2863.447998
	Iteration 54Q: 3 clusters Score -528739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -528743.437500 Penalty: 2863.447998
	Iteration 55Q: 3 clusters Score -528743.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -528744.312500 Penalty: 2863.447998
	Iteration 56Q: 3 clusters Score -528744.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -528746.687500 Penalty: 2863.447998
	Iteration 57Q: 3 clusters Score -528746.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -528749.875000 Penalty: 2863.447998
	Iteration 58Q: 3 clusters Score -528749.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -528753.125000 Penalty: 2863.447998
	Iteration 59Q: 3 clusters Score -528753.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -528756.187500 Penalty: 2863.447998
	Iteration 60F: 3 clusters Score -528756.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -528758.500000 Penalty: 2863.447998
	Iteration 61Q: 3 clusters Score -528758.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -528759.937500 Penalty: 2863.447998
	Iteration 62Q: 3 clusters Score -528759.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -528761.625000 Penalty: 2863.447998
	Iteration 63Q: 3 clusters Score -528761.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -528762.000000 Penalty: 2863.447998
	Iteration 64Q: 3 clusters Score -528762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -528763.000000 Penalty: 2863.447998
	Iteration 65Q: 3 clusters Score -528763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -528766.875000 Penalty: 2863.447998
	Iteration 66Q: 3 clusters Score -528766.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -528769.375000 Penalty: 2863.447998
	Iteration 67Q: 3 clusters Score -528769.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -528771.187500 Penalty: 2863.447998
	Iteration 68Q: 3 clusters Score -528771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -528774.000000 Penalty: 2863.447998
	Iteration 69Q: 3 clusters Score -528774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -528774.187500 Penalty: 2863.447998
	Iteration 70Q: 3 clusters Score -528774.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -528775.312500 Penalty: 2863.447998
	Iteration 71Q: 3 clusters Score -528775.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -528775.812500 Penalty: 2863.447998
	Iteration 72Q: 3 clusters Score -528775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -528777.562500 Penalty: 2863.447998
	Iteration 73Q: 3 clusters Score -528777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -528779.000000 Penalty: 2863.447998
	Iteration 74Q: 3 clusters Score -528779 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -528780.562500 Penalty: 2863.447998
	Iteration 75Q: 3 clusters Score -528780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -528782.062500 Penalty: 2863.447998
	Iteration 76Q: 3 clusters Score -528782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -528784.562500 Penalty: 2863.447998
	Iteration 77Q: 3 clusters Score -528784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -528785.875000 Penalty: 2863.447998
	Iteration 78Q: 3 clusters Score -528785.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -528786.500000 Penalty: 2863.447998
	Iteration 79Q: 3 clusters Score -528786.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -528786.875000 Penalty: 2863.447998
	Iteration 80F: 3 clusters Score -528786.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -528787.062500 Penalty: 2863.447998
	Iteration 81Q: 3 clusters Score -528787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -528787.125000 Penalty: 2863.447998
	Iteration 82Q: 3 clusters Score -528787.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -528787.687500 Penalty: 2863.447998
	Iteration 83Q: 3 clusters Score -528787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -528787.875000 Penalty: 2863.447998
	Iteration 84Q: 3 clusters Score -528787.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -528788.375000 Penalty: 2863.447998
	Iteration 85Q: 3 clusters Score -528788.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -528788.375000 Penalty: 2863.447998
	Iteration 86F: 3 clusters Score -528788.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Entering Unmasked Estep 
Score: -3223844.500000 Penalty: 1707.375854
	Iteration 0F: 2 clusters Score -3223844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18147 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -3199300.250000 Penalty: 3414.751709
	Iteration 0F: 3 clusters Score -3199300 nChanged 16935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -3208626.750000 Penalty: 3414.751709
	Iteration 1F: 3 clusters Score -3208627 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -3209174.500000 Penalty: 3414.751709
	Iteration 2Q: 3 clusters Score -3209174 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -3209952.500000 Penalty: 3414.751709
	Iteration 3Q: 3 clusters Score -3209952 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -3211065.000000 Penalty: 3414.751709
	Iteration 4F: 3 clusters Score -3211065 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3212671.000000 Penalty: 3414.751709
	Iteration 5F: 3 clusters Score -3212671 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3214713.500000 Penalty: 3414.751709
	Iteration 6F: 3 clusters Score -3214714 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -3216893.500000 Penalty: 3414.751709
	Iteration 7F: 3 clusters Score -3216894 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3218900.250000 Penalty: 3414.751709
	Iteration 8F: 3 clusters Score -3218900 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -3220365.000000 Penalty: 3414.751709
	Iteration 9Q: 3 clusters Score -3220365 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -3221255.500000 Penalty: 3414.751709
	Iteration 10Q: 3 clusters Score -3221256 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 35518 members 
Entering Unmasked Estep 
Score: -3221754.000000 Penalty: 3414.751709
	Iteration 11Q: 3 clusters Score -3221754 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -3222063.250000 Penalty: 3414.751709
	Iteration 12Q: 3 clusters Score -3222063 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -3222222.750000 Penalty: 3414.751709
	Iteration 13Q: 3 clusters Score -3222223 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -3222310.250000 Penalty: 3414.751709
	Iteration 14Q: 3 clusters Score -3222310 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 36101 members 
Entering Unmasked Estep 
Score: -3222362.000000 Penalty: 3414.751709
	Iteration 15Q: 3 clusters Score -3222362 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -3222390.250000 Penalty: 3414.751709
	Iteration 16Q: 3 clusters Score -3222390 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -3222411.750000 Penalty: 3414.751709
	Iteration 17Q: 3 clusters Score -3222412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 36141 members 
Entering Unmasked Estep 
Score: -3222430.500000 Penalty: 3414.751709
	Iteration 18Q: 3 clusters Score -3222430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36148 members 
Entering Unmasked Estep 
Score: -3222440.250000 Penalty: 3414.751709
	Iteration 19Q: 3 clusters Score -3222440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 36153 members 
Entering Unmasked Estep 
Score: -3222443.500000 Penalty: 3414.751709
	Iteration 20F: 3 clusters Score -3222444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 36155 members 
Entering Unmasked Estep 
Score: -3222443.750000 Penalty: 3414.751709
	Iteration 21Q: 3 clusters Score -3222444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -3222446.250000 Penalty: 3414.751709
	Iteration 22Q: 3 clusters Score -3222446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -3222446.250000 Penalty: 3414.751709
	Iteration 23Q: 3 clusters Score -3222446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -3222446.000000 Penalty: 3414.751709
	Iteration 24Q: 3 clusters Score -3222446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -3222453.250000 Penalty: 3414.751709
	Iteration 25Q: 3 clusters Score -3222453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -3222453.750000 Penalty: 3414.751709
	Iteration 26Q: 3 clusters Score -3222454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -3222461.750000 Penalty: 3414.751709
	Iteration 27Q: 3 clusters Score -3222462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 36170 members 
Entering Unmasked Estep 
Score: -3222466.500000 Penalty: 3414.751709
	Iteration 28Q: 3 clusters Score -3222466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3222469.500000 Penalty: 3414.751709
	Iteration 29Q: 3 clusters Score -3222470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3222473.750000 Penalty: 3414.751709
	Iteration 30Q: 3 clusters Score -3222474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 36171 members 
Entering Unmasked Estep 
Score: -3222472.750000 Penalty: 3414.751709
	Iteration 31Q: 3 clusters Score -3222473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -3222475.000000 Penalty: 3414.751709
	Iteration 32Q: 3 clusters Score -3222475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -3222478.250000 Penalty: 3414.751709
	Iteration 33Q: 3 clusters Score -3222478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -3222481.250000 Penalty: 3414.751709
	Iteration 34Q: 3 clusters Score -3222481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -3222484.500000 Penalty: 3414.751709
	Iteration 35Q: 3 clusters Score -3222484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -3222484.000000 Penalty: 3414.751709
	Iteration 36Q: 3 clusters Score -3222484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3222484.500000 Penalty: 3414.751709
	Iteration 37Q: 3 clusters Score -3222484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -3222486.500000 Penalty: 3414.751709
	Iteration 38Q: 3 clusters Score -3222486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -3222487.250000 Penalty: 3414.751709
	Iteration 39Q: 3 clusters Score -3222487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -3222490.500000 Penalty: 3414.751709
	Iteration 40F: 3 clusters Score -3222490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Entering Unmasked Estep 
Score: -119767.460938 Penalty: 1183.894897
	Iteration 0F: 2 clusters Score -119767.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -118014.023438 Penalty: 2367.789795
	Iteration 0F: 3 clusters Score -118014 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -118385.976562 Penalty: 2367.789795
	Iteration 1F: 3 clusters Score -118386 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -118504.218750 Penalty: 2367.789795
	Iteration 2F: 3 clusters Score -118504.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -118583.796875 Penalty: 2367.789795
	Iteration 3Q: 3 clusters Score -118583.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -118632.484375 Penalty: 2367.789795
	Iteration 4Q: 3 clusters Score -118632.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -118683.289062 Penalty: 2367.789795
	Iteration 5Q: 3 clusters Score -118683.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118731.929688 Penalty: 2367.789795
	Iteration 6Q: 3 clusters Score -118731.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -118768.593750 Penalty: 2367.789795
	Iteration 7Q: 3 clusters Score -118768.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -118794.054688 Penalty: 2367.789795
	Iteration 8Q: 3 clusters Score -118794.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -118820.718750 Penalty: 2367.789795
	Iteration 9Q: 3 clusters Score -118820.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -118839.632812 Penalty: 2367.789795
	Iteration 10Q: 3 clusters Score -118839.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -118856.289062 Penalty: 2367.789795
	Iteration 11Q: 3 clusters Score -118856.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -118867.742188 Penalty: 2367.789795
	Iteration 12Q: 3 clusters Score -118867.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -118881.953125 Penalty: 2367.789795
	Iteration 13Q: 3 clusters Score -118882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -118894.031250 Penalty: 2367.789795
	Iteration 14Q: 3 clusters Score -118894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -118903.218750 Penalty: 2367.789795
	Iteration 15Q: 3 clusters Score -118903.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -118910.109375 Penalty: 2367.789795
	Iteration 16Q: 3 clusters Score -118910.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118927.664062 Penalty: 2367.789795
	Iteration 17Q: 3 clusters Score -118927.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -118940.359375 Penalty: 2367.789795
	Iteration 18Q: 3 clusters Score -118940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -118948.648438 Penalty: 2367.789795
	Iteration 19Q: 3 clusters Score -118948.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -118956.429688 Penalty: 2367.789795
	Iteration 20F: 3 clusters Score -118956.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -118964.867188 Penalty: 2367.789795
	Iteration 21Q: 3 clusters Score -118964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -118972.632812 Penalty: 2367.789795
	Iteration 22Q: 3 clusters Score -118972.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -118977.289062 Penalty: 2367.789795
	Iteration 23Q: 3 clusters Score -118977.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -118984.523438 Penalty: 2367.789795
	Iteration 24Q: 3 clusters Score -118984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119006.320312 Penalty: 2367.789795
	Iteration 25Q: 3 clusters Score -119006.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -119032.164062 Penalty: 2367.789795
	Iteration 26Q: 3 clusters Score -119032.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -119079.468750 Penalty: 2367.789795
	Iteration 27Q: 3 clusters Score -119079.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -119192.531250 Penalty: 2367.789795
	Iteration 28Q: 3 clusters Score -119192.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -119325.375000 Penalty: 2367.789795
	Iteration 29Q: 3 clusters Score -119325.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -119377.242188 Penalty: 2367.789795
	Iteration 30Q: 3 clusters Score -119377.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -119407.789062 Penalty: 2367.789795
	Iteration 31Q: 3 clusters Score -119407.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -119432.359375 Penalty: 2367.789795
	Iteration 32Q: 3 clusters Score -119432.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119450.796875 Penalty: 2367.789795
	Iteration 33Q: 3 clusters Score -119450.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -119465.234375 Penalty: 2367.789795
	Iteration 34Q: 3 clusters Score -119465.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -119475.132812 Penalty: 2367.789795
	Iteration 35Q: 3 clusters Score -119475.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119483.898438 Penalty: 2367.789795
	Iteration 36Q: 3 clusters Score -119483.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119488.781250 Penalty: 2367.789795
	Iteration 37Q: 3 clusters Score -119488.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -119491.179688 Penalty: 2367.789795
	Iteration 38Q: 3 clusters Score -119491.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -119491.179688 Penalty: 2367.789795
	Iteration 39F: 3 clusters Score -119491.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -36113.457031 Penalty: 1012.453247
	Iteration 0F: 2 clusters Score -36113.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35030.632812 Penalty: 2024.906494
	Iteration 0F: 3 clusters Score -35030.63 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35203.824219 Penalty: 2024.906494
	Iteration 1F: 3 clusters Score -35203.82 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35274.937500 Penalty: 2024.906494
	Iteration 2F: 3 clusters Score -35274.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -35294.675781 Penalty: 2024.906494
	Iteration 3Q: 3 clusters Score -35294.68 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35313.007812 Penalty: 2024.906494
	Iteration 4Q: 3 clusters Score -35313.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35330.332031 Penalty: 2024.906494
	Iteration 5Q: 3 clusters Score -35330.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35336.187500 Penalty: 2024.906494
	Iteration 6Q: 3 clusters Score -35336.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35340.550781 Penalty: 2024.906494
	Iteration 7Q: 3 clusters Score -35340.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -35346.175781 Penalty: 2024.906494
	Iteration 8Q: 3 clusters Score -35346.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -35354.585938 Penalty: 2024.906494
	Iteration 9Q: 3 clusters Score -35354.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -35366.343750 Penalty: 2024.906494
	Iteration 10Q: 3 clusters Score -35366.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35368.679688 Penalty: 2024.906494
	Iteration 11Q: 3 clusters Score -35368.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35371.546875 Penalty: 2024.906494
	Iteration 12Q: 3 clusters Score -35371.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -35374.769531 Penalty: 2024.906494
	Iteration 13Q: 3 clusters Score -35374.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35377.484375 Penalty: 2024.906494
	Iteration 14Q: 3 clusters Score -35377.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -35377.484375 Penalty: 2024.906494
	Iteration 15F: 3 clusters Score -35377.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Entering Unmasked Estep 
Score: -246303.890625 Penalty: 1295.525757
	Iteration 0F: 2 clusters Score -246303.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -243629.046875 Penalty: 2591.051514
	Iteration 0F: 3 clusters Score -243629 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -244242.593750 Penalty: 2591.051514
	Iteration 1F: 3 clusters Score -244242.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -244403.140625 Penalty: 2591.051514
	Iteration 2F: 3 clusters Score -244403.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -244514.078125 Penalty: 2591.051514
	Iteration 3F: 3 clusters Score -244514.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -244592.609375 Penalty: 2591.051514
	Iteration 4Q: 3 clusters Score -244592.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244663.578125 Penalty: 2591.051514
	Iteration 5Q: 3 clusters Score -244663.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -244763.062500 Penalty: 2591.051514
	Iteration 6Q: 3 clusters Score -244763.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -244840.171875 Penalty: 2591.051514
	Iteration 7Q: 3 clusters Score -244840.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -244913.296875 Penalty: 2591.051514
	Iteration 8Q: 3 clusters Score -244913.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -244986.125000 Penalty: 2591.051514
	Iteration 9Q: 3 clusters Score -244986.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -245079.218750 Penalty: 2591.051514
	Iteration 10Q: 3 clusters Score -245079.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -245164.218750 Penalty: 2591.051514
	Iteration 11Q: 3 clusters Score -245164.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -245239.984375 Penalty: 2591.051514
	Iteration 12Q: 3 clusters Score -245240 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245304.953125 Penalty: 2591.051514
	Iteration 13Q: 3 clusters Score -245305 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245352.859375 Penalty: 2591.051514
	Iteration 14Q: 3 clusters Score -245352.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -245390.437500 Penalty: 2591.051514
	Iteration 15Q: 3 clusters Score -245390.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -245416.531250 Penalty: 2591.051514
	Iteration 16Q: 3 clusters Score -245416.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -245448.234375 Penalty: 2591.051514
	Iteration 17Q: 3 clusters Score -245448.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -245472.703125 Penalty: 2591.051514
	Iteration 18Q: 3 clusters Score -245472.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -245486.937500 Penalty: 2591.051514
	Iteration 19Q: 3 clusters Score -245486.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -245497.921875 Penalty: 2591.051514
	Iteration 20F: 3 clusters Score -245497.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -245509.609375 Penalty: 2591.051514
	Iteration 21Q: 3 clusters Score -245509.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -245520.937500 Penalty: 2591.051514
	Iteration 22Q: 3 clusters Score -245520.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -245533.890625 Penalty: 2591.051514
	Iteration 23Q: 3 clusters Score -245533.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -245545.093750 Penalty: 2591.051514
	Iteration 24Q: 3 clusters Score -245545.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -245555.406250 Penalty: 2591.051514
	Iteration 25Q: 3 clusters Score -245555.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -245562.781250 Penalty: 2591.051514
	Iteration 26Q: 3 clusters Score -245562.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -245568.656250 Penalty: 2591.051514
	Iteration 27Q: 3 clusters Score -245568.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -245574.937500 Penalty: 2591.051514
	Iteration 28Q: 3 clusters Score -245574.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -245582.578125 Penalty: 2591.051514
	Iteration 29Q: 3 clusters Score -245582.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -245591.078125 Penalty: 2591.051514
	Iteration 30Q: 3 clusters Score -245591.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -245596.421875 Penalty: 2591.051514
	Iteration 31Q: 3 clusters Score -245596.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -245600.937500 Penalty: 2591.051514
	Iteration 32Q: 3 clusters Score -245600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -245605.484375 Penalty: 2591.051514
	Iteration 33Q: 3 clusters Score -245605.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -245608.437500 Penalty: 2591.051514
	Iteration 34Q: 3 clusters Score -245608.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -245615.265625 Penalty: 2591.051514
	Iteration 35Q: 3 clusters Score -245615.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -245622.312500 Penalty: 2591.051514
	Iteration 36Q: 3 clusters Score -245622.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -245630.453125 Penalty: 2591.051514
	Iteration 37Q: 3 clusters Score -245630.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -245641.828125 Penalty: 2591.051514
	Iteration 38Q: 3 clusters Score -245641.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -245654.484375 Penalty: 2591.051514
	Iteration 39Q: 3 clusters Score -245654.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -245667.687500 Penalty: 2591.051514
	Iteration 40F: 3 clusters Score -245667.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -245681.265625 Penalty: 2591.051514
	Iteration 41Q: 3 clusters Score -245681.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -245692.359375 Penalty: 2591.051514
	Iteration 42Q: 3 clusters Score -245692.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -245702.718750 Penalty: 2591.051514
	Iteration 43Q: 3 clusters Score -245702.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -245711.593750 Penalty: 2591.051514
	Iteration 44Q: 3 clusters Score -245711.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -245718.578125 Penalty: 2591.051514
	Iteration 45Q: 3 clusters Score -245718.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -245724.078125 Penalty: 2591.051514
	Iteration 46Q: 3 clusters Score -245724.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245731.937500 Penalty: 2591.051514
	Iteration 47Q: 3 clusters Score -245731.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -245741.609375 Penalty: 2591.051514
	Iteration 48Q: 3 clusters Score -245741.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -245754.015625 Penalty: 2591.051514
	Iteration 49Q: 3 clusters Score -245754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245768.953125 Penalty: 2591.051514
	Iteration 50Q: 3 clusters Score -245769 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -245790.468750 Penalty: 2591.051514
	Iteration 51Q: 3 clusters Score -245790.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -245800.015625 Penalty: 2591.051514
	Iteration 52Q: 3 clusters Score -245800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -245803.296875 Penalty: 2591.051514
	Iteration 53Q: 3 clusters Score -245803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -245803.109375 Penalty: 2591.051514
	Iteration 54Q: 3 clusters Score -245803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -245803.593750 Penalty: 2591.051514
	Iteration 55Q: 3 clusters Score -245803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -245803.593750 Penalty: 2591.051514
	Iteration 56F: 3 clusters Score -245803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Entering Unmasked Estep 
Score: -1357308.750000 Penalty: 1568.795776
	Iteration 0F: 2 clusters Score -1357309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1346644.875000 Penalty: 3137.591553
	Iteration 0F: 3 clusters Score -1346645 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1350437.500000 Penalty: 3137.591553
	Iteration 1F: 3 clusters Score -1350438 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1351003.375000 Penalty: 3137.591553
	Iteration 2F: 3 clusters Score -1351003 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1351716.875000 Penalty: 3137.591553
	Iteration 3F: 3 clusters Score -1351717 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1352490.875000 Penalty: 3137.591553
	Iteration 4F: 3 clusters Score -1352491 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1353259.250000 Penalty: 3137.591553
	Iteration 5F: 3 clusters Score -1353259 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1354017.250000 Penalty: 3137.591553
	Iteration 6F: 3 clusters Score -1354017 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -1354707.375000 Penalty: 3137.591553
	Iteration 7F: 3 clusters Score -1354707 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -1355309.250000 Penalty: 3137.591553
	Iteration 8Q: 3 clusters Score -1355309 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1355679.500000 Penalty: 3137.591553
	Iteration 9Q: 3 clusters Score -1355680 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -1355967.500000 Penalty: 3137.591553
	Iteration 10Q: 3 clusters Score -1355968 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1356205.250000 Penalty: 3137.591553
	Iteration 11Q: 3 clusters Score -1356205 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1356369.000000 Penalty: 3137.591553
	Iteration 12Q: 3 clusters Score -1356369 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -1356478.875000 Penalty: 3137.591553
	Iteration 13Q: 3 clusters Score -1356479 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1356580.625000 Penalty: 3137.591553
	Iteration 14Q: 3 clusters Score -1356581 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1356670.500000 Penalty: 3137.591553
	Iteration 15Q: 3 clusters Score -1356670 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1356719.125000 Penalty: 3137.591553
	Iteration 16Q: 3 clusters Score -1356719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1356745.125000 Penalty: 3137.591553
	Iteration 17Q: 3 clusters Score -1356745 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1356762.875000 Penalty: 3137.591553
	Iteration 18Q: 3 clusters Score -1356763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1356767.875000 Penalty: 3137.591553
	Iteration 19Q: 3 clusters Score -1356768 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 13889 members 
Entering Unmasked Estep 
Score: -1356771.000000 Penalty: 3137.591553
	Iteration 20F: 3 clusters Score -1356771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1356773.875000 Penalty: 3137.591553
	Iteration 21Q: 3 clusters Score -1356774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1356778.125000 Penalty: 3137.591553
	Iteration 22Q: 3 clusters Score -1356778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1356780.500000 Penalty: 3137.591553
	Iteration 23Q: 3 clusters Score -1356780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -1356777.625000 Penalty: 3137.591553
	Iteration 24Q: 3 clusters Score -1356778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -1356782.000000 Penalty: 3137.591553
	Iteration 25Q: 3 clusters Score -1356782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1356780.625000 Penalty: 3137.591553
	Iteration 26Q: 3 clusters Score -1356781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -1356783.000000 Penalty: 3137.591553
	Iteration 27Q: 3 clusters Score -1356783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -1356782.125000 Penalty: 3137.591553
	Iteration 28Q: 3 clusters Score -1356782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1356784.250000 Penalty: 3137.591553
	Iteration 29Q: 3 clusters Score -1356784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -1356784.250000 Penalty: 3137.591553
	Iteration 30F: 3 clusters Score -1356784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Entering Unmasked Estep 
Score: -417096.500000 Penalty: 1393.174927
	Iteration 0F: 2 clusters Score -417096.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -413010.218750 Penalty: 2786.349854
	Iteration 0F: 3 clusters Score -413010.2 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -414370.781250 Penalty: 2786.349854
	Iteration 1F: 3 clusters Score -414370.8 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -414794.468750 Penalty: 2786.349854
	Iteration 2F: 3 clusters Score -414794.5 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -415170.375000 Penalty: 2786.349854
	Iteration 3F: 3 clusters Score -415170.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -415425.468750 Penalty: 2786.349854
	Iteration 4F: 3 clusters Score -415425.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -415608.781250 Penalty: 2786.349854
	Iteration 5F: 3 clusters Score -415608.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -415754.781250 Penalty: 2786.349854
	Iteration 6Q: 3 clusters Score -415754.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -415937.125000 Penalty: 2786.349854
	Iteration 7Q: 3 clusters Score -415937.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -416110.718750 Penalty: 2786.349854
	Iteration 8Q: 3 clusters Score -416110.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -416231.843750 Penalty: 2786.349854
	Iteration 9Q: 3 clusters Score -416231.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -416325.750000 Penalty: 2786.349854
	Iteration 10Q: 3 clusters Score -416325.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -416399.093750 Penalty: 2786.349854
	Iteration 11Q: 3 clusters Score -416399.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -416445.843750 Penalty: 2786.349854
	Iteration 12Q: 3 clusters Score -416445.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -416475.875000 Penalty: 2786.349854
	Iteration 13Q: 3 clusters Score -416475.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -416492.750000 Penalty: 2786.349854
	Iteration 14Q: 3 clusters Score -416492.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -416509.312500 Penalty: 2786.349854
	Iteration 15Q: 3 clusters Score -416509.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -416521.593750 Penalty: 2786.349854
	Iteration 16Q: 3 clusters Score -416521.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -416530.406250 Penalty: 2786.349854
	Iteration 17Q: 3 clusters Score -416530.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -416536.375000 Penalty: 2786.349854
	Iteration 18Q: 3 clusters Score -416536.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -416541.375000 Penalty: 2786.349854
	Iteration 19Q: 3 clusters Score -416541.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -416556.062500 Penalty: 2786.349854
	Iteration 20F: 3 clusters Score -416556.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -416571.781250 Penalty: 2786.349854
	Iteration 21Q: 3 clusters Score -416571.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -416585.187500 Penalty: 2786.349854
	Iteration 22Q: 3 clusters Score -416585.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -416594.437500 Penalty: 2786.349854
	Iteration 23Q: 3 clusters Score -416594.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -416606.656250 Penalty: 2786.349854
	Iteration 24Q: 3 clusters Score -416606.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -416638.031250 Penalty: 2786.349854
	Iteration 25Q: 3 clusters Score -416638 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -416678.906250 Penalty: 2786.349854
	Iteration 26Q: 3 clusters Score -416678.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -416705.718750 Penalty: 2786.349854
	Iteration 27Q: 3 clusters Score -416705.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -416755.500000 Penalty: 2786.349854
	Iteration 28Q: 3 clusters Score -416755.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -416779.218750 Penalty: 2786.349854
	Iteration 29Q: 3 clusters Score -416779.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -416798.437500 Penalty: 2786.349854
	Iteration 30Q: 3 clusters Score -416798.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -416807.062500 Penalty: 2786.349854
	Iteration 31Q: 3 clusters Score -416807.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -416810.062500 Penalty: 2786.349854
	Iteration 32Q: 3 clusters Score -416810.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -416811.937500 Penalty: 2786.349854
	Iteration 33Q: 3 clusters Score -416811.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -416814.062500 Penalty: 2786.349854
	Iteration 34Q: 3 clusters Score -416814.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -416814.906250 Penalty: 2786.349854
	Iteration 35Q: 3 clusters Score -416814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -416815.562500 Penalty: 2786.349854
	Iteration 36Q: 3 clusters Score -416815.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -416816.000000 Penalty: 2786.349854
	Iteration 37Q: 3 clusters Score -416816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -416818.031250 Penalty: 2786.349854
	Iteration 38F: 3 clusters Score -416818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -416819.875000 Penalty: 2786.349854
	Iteration 39Q: 3 clusters Score -416819.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -416821.437500 Penalty: 2786.349854
	Iteration 40F: 3 clusters Score -416821.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -416823.062500 Penalty: 2786.349854
	Iteration 41Q: 3 clusters Score -416823.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -416823.000000 Penalty: 2786.349854
	Iteration 42Q: 3 clusters Score -416823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -416823.000000 Penalty: 2786.349854
	Iteration 43F: 3 clusters Score -416823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Entering Unmasked Estep 
Score: -783441.562500 Penalty: 1475.685669
	Iteration 0F: 2 clusters Score -783441.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -777086.062500 Penalty: 2951.371338
	Iteration 0F: 3 clusters Score -777086.1 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -779312.562500 Penalty: 2951.371338
	Iteration 1F: 3 clusters Score -779312.6 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -779732.687500 Penalty: 2951.371338
	Iteration 2F: 3 clusters Score -779732.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -780125.812500 Penalty: 2951.371338
	Iteration 3F: 3 clusters Score -780125.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -780499.250000 Penalty: 2951.371338
	Iteration 4F: 3 clusters Score -780499.2 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -780870.500000 Penalty: 2951.371338
	Iteration 5F: 3 clusters Score -780870.5 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -781247.937500 Penalty: 2951.371338
	Iteration 6F: 3 clusters Score -781247.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -781599.625000 Penalty: 2951.371338
	Iteration 7Q: 3 clusters Score -781599.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -781924.687500 Penalty: 2951.371338
	Iteration 8Q: 3 clusters Score -781924.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -782171.375000 Penalty: 2951.371338
	Iteration 9Q: 3 clusters Score -782171.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -782339.812500 Penalty: 2951.371338
	Iteration 10Q: 3 clusters Score -782339.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -782508.312500 Penalty: 2951.371338
	Iteration 11Q: 3 clusters Score -782508.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -782656.750000 Penalty: 2951.371338
	Iteration 12Q: 3 clusters Score -782656.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -782740.937500 Penalty: 2951.371338
	Iteration 13Q: 3 clusters Score -782740.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -782775.000000 Penalty: 2951.371338
	Iteration 14Q: 3 clusters Score -782775 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -782796.750000 Penalty: 2951.371338
	Iteration 15Q: 3 clusters Score -782796.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -782810.250000 Penalty: 2951.371338
	Iteration 16Q: 3 clusters Score -782810.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -782818.062500 Penalty: 2951.371338
	Iteration 17Q: 3 clusters Score -782818.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -782821.062500 Penalty: 2951.371338
	Iteration 18Q: 3 clusters Score -782821.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -782825.625000 Penalty: 2951.371338
	Iteration 19Q: 3 clusters Score -782825.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -782830.687500 Penalty: 2951.371338
	Iteration 20F: 3 clusters Score -782830.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -782829.562500 Penalty: 2951.371338
	Iteration 21Q: 3 clusters Score -782829.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -782831.187500 Penalty: 2951.371338
	Iteration 22Q: 3 clusters Score -782831.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -782830.312500 Penalty: 2951.371338
	Iteration 23Q: 3 clusters Score -782830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -782830.437500 Penalty: 2951.371338
	Iteration 24Q: 3 clusters Score -782830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -782829.187500 Penalty: 2951.371338
	Iteration 25Q: 3 clusters Score -782829.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -782830.625000 Penalty: 2951.371338
	Iteration 26Q: 3 clusters Score -782830.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -782830.812500 Penalty: 2951.371338
	Iteration 27Q: 3 clusters Score -782830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -782831.312500 Penalty: 2951.371338
	Iteration 28Q: 3 clusters Score -782831.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -782831.000000 Penalty: 2951.371338
	Iteration 29Q: 3 clusters Score -782831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -782832.750000 Penalty: 2951.371338
	Iteration 30Q: 3 clusters Score -782832.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -782833.687500 Penalty: 2951.371338
	Iteration 31Q: 3 clusters Score -782833.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -782834.312500 Penalty: 2951.371338
	Iteration 32Q: 3 clusters Score -782834.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -782834.312500 Penalty: 2951.371338
	Iteration 33Q: 3 clusters Score -782834.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -782834.312500 Penalty: 2951.371338
	Iteration 34F: 3 clusters Score -782834.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Entering Unmasked Estep 
Score: -704434.312500 Penalty: 1462.297607
	Iteration 0F: 2 clusters Score -704434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -698561.937500 Penalty: 2924.595215
	Iteration 0F: 3 clusters Score -698561.9 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -700453.750000 Penalty: 2924.595215
	Iteration 1F: 3 clusters Score -700453.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -700728.875000 Penalty: 2924.595215
	Iteration 2F: 3 clusters Score -700728.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -700944.250000 Penalty: 2924.595215
	Iteration 3F: 3 clusters Score -700944.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -701093.937500 Penalty: 2924.595215
	Iteration 4Q: 3 clusters Score -701093.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -701196.500000 Penalty: 2924.595215
	Iteration 5Q: 3 clusters Score -701196.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -701293.187500 Penalty: 2924.595215
	Iteration 6Q: 3 clusters Score -701293.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -701400.125000 Penalty: 2924.595215
	Iteration 7Q: 3 clusters Score -701400.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -701488.437500 Penalty: 2924.595215
	Iteration 8Q: 3 clusters Score -701488.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -701572.187500 Penalty: 2924.595215
	Iteration 9Q: 3 clusters Score -701572.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -701640.500000 Penalty: 2924.595215
	Iteration 10Q: 3 clusters Score -701640.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -701690.812500 Penalty: 2924.595215
	Iteration 11Q: 3 clusters Score -701690.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -701739.625000 Penalty: 2924.595215
	Iteration 12Q: 3 clusters Score -701739.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -701775.250000 Penalty: 2924.595215
	Iteration 13Q: 3 clusters Score -701775.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -701811.812500 Penalty: 2924.595215
	Iteration 14Q: 3 clusters Score -701811.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -701839.125000 Penalty: 2924.595215
	Iteration 15Q: 3 clusters Score -701839.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -701863.750000 Penalty: 2924.595215
	Iteration 16Q: 3 clusters Score -701863.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -701880.125000 Penalty: 2924.595215
	Iteration 17Q: 3 clusters Score -701880.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -701895.312500 Penalty: 2924.595215
	Iteration 18Q: 3 clusters Score -701895.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -701905.875000 Penalty: 2924.595215
	Iteration 19Q: 3 clusters Score -701905.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -701915.062500 Penalty: 2924.595215
	Iteration 20F: 3 clusters Score -701915.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -701922.312500 Penalty: 2924.595215
	Iteration 21Q: 3 clusters Score -701922.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -701926.750000 Penalty: 2924.595215
	Iteration 22Q: 3 clusters Score -701926.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -701931.562500 Penalty: 2924.595215
	Iteration 23Q: 3 clusters Score -701931.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -701935.750000 Penalty: 2924.595215
	Iteration 24Q: 3 clusters Score -701935.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -701940.375000 Penalty: 2924.595215
	Iteration 25Q: 3 clusters Score -701940.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -701942.812500 Penalty: 2924.595215
	Iteration 26Q: 3 clusters Score -701942.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -701945.875000 Penalty: 2924.595215
	Iteration 27Q: 3 clusters Score -701945.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -701948.937500 Penalty: 2924.595215
	Iteration 28Q: 3 clusters Score -701948.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -701950.937500 Penalty: 2924.595215
	Iteration 29Q: 3 clusters Score -701950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -701952.500000 Penalty: 2924.595215
	Iteration 30Q: 3 clusters Score -701952.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -701953.875000 Penalty: 2924.595215
	Iteration 31Q: 3 clusters Score -701953.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -701954.062500 Penalty: 2924.595215
	Iteration 32Q: 3 clusters Score -701954.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -701955.312500 Penalty: 2924.595215
	Iteration 33Q: 3 clusters Score -701955.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -701955.812500 Penalty: 2924.595215
	Iteration 34Q: 3 clusters Score -701955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -701955.937500 Penalty: 2924.595215
	Iteration 35Q: 3 clusters Score -701955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -701955.875000 Penalty: 2924.595215
	Iteration 36Q: 3 clusters Score -701955.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -701956.250000 Penalty: 2924.595215
	Iteration 37Q: 3 clusters Score -701956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -701957.562500 Penalty: 2924.595215
	Iteration 38Q: 3 clusters Score -701957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -701955.937500 Penalty: 2924.595215
	Iteration 39Q: 3 clusters Score -701955.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -701957.625000 Penalty: 2924.595215
	Iteration 40F: 3 clusters Score -701957.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -369599.218750 Penalty: 1356.483398
	Iteration 0F: 2 clusters Score -369599.2 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 2041 members 
Entering Unmasked Estep 
Score: -366047.718750 Penalty: 2712.966797
	Iteration 0F: 3 clusters Score -366047.7 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -367071.531250 Penalty: 2712.966797
	Iteration 1F: 3 clusters Score -367071.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -367265.937500 Penalty: 2712.966797
	Iteration 2F: 3 clusters Score -367265.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -367423.718750 Penalty: 2712.966797
	Iteration 3F: 3 clusters Score -367423.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -367557.312500 Penalty: 2712.966797
	Iteration 4Q: 3 clusters Score -367557.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -367700.187500 Penalty: 2712.966797
	Iteration 5F: 3 clusters Score -367700.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -367844.343750 Penalty: 2712.966797
	Iteration 6Q: 3 clusters Score -367844.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -367987.156250 Penalty: 2712.966797
	Iteration 7Q: 3 clusters Score -367987.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -368126.500000 Penalty: 2712.966797
	Iteration 8Q: 3 clusters Score -368126.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -368226.250000 Penalty: 2712.966797
	Iteration 9Q: 3 clusters Score -368226.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -368291.031250 Penalty: 2712.966797
	Iteration 10Q: 3 clusters Score -368291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -368343.781250 Penalty: 2712.966797
	Iteration 11Q: 3 clusters Score -368343.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -368388.093750 Penalty: 2712.966797
	Iteration 12Q: 3 clusters Score -368388.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -368419.437500 Penalty: 2712.966797
	Iteration 13Q: 3 clusters Score -368419.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -368441.468750 Penalty: 2712.966797
	Iteration 14Q: 3 clusters Score -368441.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -368457.562500 Penalty: 2712.966797
	Iteration 15Q: 3 clusters Score -368457.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -368468.562500 Penalty: 2712.966797
	Iteration 16Q: 3 clusters Score -368468.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -368478.781250 Penalty: 2712.966797
	Iteration 17Q: 3 clusters Score -368478.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -368485.281250 Penalty: 2712.966797
	Iteration 18Q: 3 clusters Score -368485.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -368494.500000 Penalty: 2712.966797
	Iteration 19Q: 3 clusters Score -368494.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -368497.625000 Penalty: 2712.966797
	Iteration 20F: 3 clusters Score -368497.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -368504.437500 Penalty: 2712.966797
	Iteration 21Q: 3 clusters Score -368504.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -368511.437500 Penalty: 2712.966797
	Iteration 22Q: 3 clusters Score -368511.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -368516.125000 Penalty: 2712.966797
	Iteration 23Q: 3 clusters Score -368516.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -368518.062500 Penalty: 2712.966797
	Iteration 24Q: 3 clusters Score -368518.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -368519.593750 Penalty: 2712.966797
	Iteration 25Q: 3 clusters Score -368519.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -368519.593750 Penalty: 2712.966797
	Iteration 26F: 3 clusters Score -368519.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Entering Unmasked Estep 
Score: -1902471.875000 Penalty: 1624.182983
	Iteration 0F: 2 clusters Score -1902472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1887651.875000 Penalty: 3248.365967
	Iteration 0F: 3 clusters Score -1887652 nChanged 9815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1893306.250000 Penalty: 3248.365967
	Iteration 1F: 3 clusters Score -1893306 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1893932.125000 Penalty: 3248.365967
	Iteration 2F: 3 clusters Score -1893932 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -1894683.000000 Penalty: 3248.365967
	Iteration 3F: 3 clusters Score -1894683 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -1895635.125000 Penalty: 3248.365967
	Iteration 4F: 3 clusters Score -1895635 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1896874.375000 Penalty: 3248.365967
	Iteration 5F: 3 clusters Score -1896874 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1898214.250000 Penalty: 3248.365967
	Iteration 6F: 3 clusters Score -1898214 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1899322.000000 Penalty: 3248.365967
	Iteration 7F: 3 clusters Score -1899322 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1900167.750000 Penalty: 3248.365967
	Iteration 8F: 3 clusters Score -1900168 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1900969.000000 Penalty: 3248.365967
	Iteration 9Q: 3 clusters Score -1900969 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1901744.625000 Penalty: 3248.365967
	Iteration 10Q: 3 clusters Score -1901745 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1902303.125000 Penalty: 3248.365967
	Iteration 11Q: 3 clusters Score -1902303 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1902655.500000 Penalty: 3248.365967
	Iteration 12Q: 3 clusters Score -1902656 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1902894.125000 Penalty: 3248.365967
	Iteration 13Q: 3 clusters Score -1902894 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1903046.625000 Penalty: 3248.365967
	Iteration 14Q: 3 clusters Score -1903047 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1903145.625000 Penalty: 3248.365967
	Iteration 15Q: 3 clusters Score -1903146 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1903210.625000 Penalty: 3248.365967
	Iteration 16Q: 3 clusters Score -1903211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1903253.625000 Penalty: 3248.365967
	Iteration 17Q: 3 clusters Score -1903254 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1903298.875000 Penalty: 3248.365967
	Iteration 18Q: 3 clusters Score -1903299 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1903330.000000 Penalty: 3248.365967
	Iteration 19Q: 3 clusters Score -1903330 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1903348.750000 Penalty: 3248.365967
	Iteration 20F: 3 clusters Score -1903349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1903370.750000 Penalty: 3248.365967
	Iteration 21Q: 3 clusters Score -1903371 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1903384.500000 Penalty: 3248.365967
	Iteration 22Q: 3 clusters Score -1903384 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1903387.000000 Penalty: 3248.365967
	Iteration 23Q: 3 clusters Score -1903387 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1903397.250000 Penalty: 3248.365967
	Iteration 24Q: 3 clusters Score -1903397 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1903408.750000 Penalty: 3248.365967
	Iteration 25Q: 3 clusters Score -1903409 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1903412.375000 Penalty: 3248.365967
	Iteration 26Q: 3 clusters Score -1903412 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1903416.375000 Penalty: 3248.365967
	Iteration 27Q: 3 clusters Score -1903416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1903421.500000 Penalty: 3248.365967
	Iteration 28Q: 3 clusters Score -1903422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -1903426.750000 Penalty: 3248.365967
	Iteration 29Q: 3 clusters Score -1903427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -1903423.875000 Penalty: 3248.365967
	Iteration 30Q: 3 clusters Score -1903424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1903423.500000 Penalty: 3248.365967
	Iteration 31Q: 3 clusters Score -1903424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -1903423.750000 Penalty: 3248.365967
	Iteration 32Q: 3 clusters Score -1903424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1903421.500000 Penalty: 3248.365967
	Iteration 33Q: 3 clusters Score -1903422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1903421.750000 Penalty: 3248.365967
	Iteration 34Q: 3 clusters Score -1903422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1903424.500000 Penalty: 3248.365967
	Iteration 35Q: 3 clusters Score -1903424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1903427.000000 Penalty: 3248.365967
	Iteration 36Q: 3 clusters Score -1903427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1903431.875000 Penalty: 3248.365967
	Iteration 37Q: 3 clusters Score -1903432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1903429.125000 Penalty: 3248.365967
	Iteration 38Q: 3 clusters Score -1903429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -1903432.750000 Penalty: 3248.365967
	Iteration 39Q: 3 clusters Score -1903433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1903430.375000 Penalty: 3248.365967
	Iteration 40F: 3 clusters Score -1903430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1903430.000000 Penalty: 3248.365967
	Iteration 41Q: 3 clusters Score -1903430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1903430.875000 Penalty: 3248.365967
	Iteration 42Q: 3 clusters Score -1903431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1903433.125000 Penalty: 3248.365967
	Iteration 43Q: 3 clusters Score -1903433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1903433.125000 Penalty: 3248.365967
	Iteration 44F: 3 clusters Score -1903433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 3402 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 4831 members 
Entering Unmasked Estep 
Score: -40887564.000000 Penalty: 82980.742188
Splitting cluster 24 changes total score from -40886940.000000 to -40887564.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 25 (6221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Entering Unmasked Estep 
Score: -536742.562500 Penalty: 1419.549072
	Iteration 0F: 2 clusters Score -536742.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -531976.812500 Penalty: 2839.098145
	Iteration 0F: 3 clusters Score -531976.8 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -533453.375000 Penalty: 2839.098145
	Iteration 1F: 3 clusters Score -533453.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -533825.500000 Penalty: 2839.098145
	Iteration 2F: 3 clusters Score -533825.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -534200.375000 Penalty: 2839.098145
	Iteration 3F: 3 clusters Score -534200.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -534635.937500 Penalty: 2839.098145
	Iteration 4F: 3 clusters Score -534635.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -535059.687500 Penalty: 2839.098145
	Iteration 5F: 3 clusters Score -535059.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -535427.312500 Penalty: 2839.098145
	Iteration 6F: 3 clusters Score -535427.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -535723.562500 Penalty: 2839.098145
	Iteration 7F: 3 clusters Score -535723.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -535956.625000 Penalty: 2839.098145
	Iteration 8Q: 3 clusters Score -535956.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -536163.125000 Penalty: 2839.098145
	Iteration 9Q: 3 clusters Score -536163.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -536305.812500 Penalty: 2839.098145
	Iteration 10Q: 3 clusters Score -536305.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -536393.500000 Penalty: 2839.098145
	Iteration 11Q: 3 clusters Score -536393.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -536444.500000 Penalty: 2839.098145
	Iteration 12Q: 3 clusters Score -536444.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -536486.250000 Penalty: 2839.098145
	Iteration 13Q: 3 clusters Score -536486.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -536511.687500 Penalty: 2839.098145
	Iteration 14Q: 3 clusters Score -536511.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -536530.312500 Penalty: 2839.098145
	Iteration 15Q: 3 clusters Score -536530.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -536541.875000 Penalty: 2839.098145
	Iteration 16Q: 3 clusters Score -536541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -536547.687500 Penalty: 2839.098145
	Iteration 17Q: 3 clusters Score -536547.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -536551.437500 Penalty: 2839.098145
	Iteration 18Q: 3 clusters Score -536551.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -536555.562500 Penalty: 2839.098145
	Iteration 19Q: 3 clusters Score -536555.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -536564.375000 Penalty: 2839.098145
	Iteration 20F: 3 clusters Score -536564.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -536574.500000 Penalty: 2839.098145
	Iteration 21Q: 3 clusters Score -536574.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -536588.875000 Penalty: 2839.098145
	Iteration 22Q: 3 clusters Score -536588.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -536600.812500 Penalty: 2839.098145
	Iteration 23Q: 3 clusters Score -536600.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -536616.187500 Penalty: 2839.098145
	Iteration 24Q: 3 clusters Score -536616.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -536629.062500 Penalty: 2839.098145
	Iteration 25Q: 3 clusters Score -536629.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -536638.062500 Penalty: 2839.098145
	Iteration 26Q: 3 clusters Score -536638.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -536644.750000 Penalty: 2839.098145
	Iteration 27Q: 3 clusters Score -536644.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -536649.375000 Penalty: 2839.098145
	Iteration 28Q: 3 clusters Score -536649.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -536657.562500 Penalty: 2839.098145
	Iteration 29Q: 3 clusters Score -536657.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -536665.062500 Penalty: 2839.098145
	Iteration 30Q: 3 clusters Score -536665.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -536670.750000 Penalty: 2839.098145
	Iteration 31Q: 3 clusters Score -536670.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -536672.062500 Penalty: 2839.098145
	Iteration 32Q: 3 clusters Score -536672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -536673.875000 Penalty: 2839.098145
	Iteration 33Q: 3 clusters Score -536673.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -536673.062500 Penalty: 2839.098145
	Iteration 34Q: 3 clusters Score -536673.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -536673.500000 Penalty: 2839.098145
	Iteration 35Q: 3 clusters Score -536673.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -536675.312500 Penalty: 2839.098145
	Iteration 36Q: 3 clusters Score -536675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -536675.312500 Penalty: 2839.098145
	Iteration 37Q: 3 clusters Score -536675.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -536675.312500 Penalty: 2839.098145
	Iteration 38F: 3 clusters Score -536675.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -47248.789062 Penalty: 1022.680664
	Iteration 0F: 2 clusters Score -47248.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46142.230469 Penalty: 2045.361328
	Iteration 0F: 3 clusters Score -46142.23 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46315.992188 Penalty: 2045.361328
	Iteration 1F: 3 clusters Score -46315.99 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46352.679688 Penalty: 2045.361328
	Iteration 2F: 3 clusters Score -46352.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46372.410156 Penalty: 2045.361328
	Iteration 3Q: 3 clusters Score -46372.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46379.968750 Penalty: 2045.361328
	Iteration 4Q: 3 clusters Score -46379.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -46384.718750 Penalty: 2045.361328
	Iteration 5Q: 3 clusters Score -46384.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46389.824219 Penalty: 2045.361328
	Iteration 6Q: 3 clusters Score -46389.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46391.824219 Penalty: 2045.361328
	Iteration 7Q: 3 clusters Score -46391.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46392.671875 Penalty: 2045.361328
	Iteration 8Q: 3 clusters Score -46392.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46393.742188 Penalty: 2045.361328
	Iteration 9Q: 3 clusters Score -46393.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46393.742188 Penalty: 2045.361328
	Iteration 10F: 3 clusters Score -46393.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (3402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Entering Unmasked Estep 
Score: -284707.562500 Penalty: 1321.469360
	Iteration 0F: 2 clusters Score -284707.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -281778.562500 Penalty: 2642.938721
	Iteration 0F: 3 clusters Score -281778.6 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -282586.718750 Penalty: 2642.938721
	Iteration 1F: 3 clusters Score -282586.7 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -282865.031250 Penalty: 2642.938721
	Iteration 2F: 3 clusters Score -282865 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -283197.968750 Penalty: 2642.938721
	Iteration 3F: 3 clusters Score -283198 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -283633.406250 Penalty: 2642.938721
	Iteration 4F: 3 clusters Score -283633.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -284038.625000 Penalty: 2642.938721
	Iteration 5F: 3 clusters Score -284038.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -284301.062500 Penalty: 2642.938721
	Iteration 6F: 3 clusters Score -284301.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284441.375000 Penalty: 2642.938721
	Iteration 7Q: 3 clusters Score -284441.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -284558.375000 Penalty: 2642.938721
	Iteration 8Q: 3 clusters Score -284558.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -284618.281250 Penalty: 2642.938721
	Iteration 9Q: 3 clusters Score -284618.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -284657.156250 Penalty: 2642.938721
	Iteration 10Q: 3 clusters Score -284657.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -284705.906250 Penalty: 2642.938721
	Iteration 11Q: 3 clusters Score -284705.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -284770.593750 Penalty: 2642.938721
	Iteration 12Q: 3 clusters Score -284770.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -284828.437500 Penalty: 2642.938721
	Iteration 13Q: 3 clusters Score -284828.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -284869.718750 Penalty: 2642.938721
	Iteration 14Q: 3 clusters Score -284869.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -284898.687500 Penalty: 2642.938721
	Iteration 15Q: 3 clusters Score -284898.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -284919.250000 Penalty: 2642.938721
	Iteration 16Q: 3 clusters Score -284919.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -284927.343750 Penalty: 2642.938721
	Iteration 17Q: 3 clusters Score -284927.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -284930.937500 Penalty: 2642.938721
	Iteration 18Q: 3 clusters Score -284930.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -284938.000000 Penalty: 2642.938721
	Iteration 19Q: 3 clusters Score -284938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -284945.593750 Penalty: 2642.938721
	Iteration 20F: 3 clusters Score -284945.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -284950.843750 Penalty: 2642.938721
	Iteration 21Q: 3 clusters Score -284950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -284951.593750 Penalty: 2642.938721
	Iteration 22Q: 3 clusters Score -284951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -284951.875000 Penalty: 2642.938721
	Iteration 23Q: 3 clusters Score -284951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -284953.156250 Penalty: 2642.938721
	Iteration 24Q: 3 clusters Score -284953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -284954.093750 Penalty: 2642.938721
	Iteration 25Q: 3 clusters Score -284954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -284954.281250 Penalty: 2642.938721
	Iteration 26Q: 3 clusters Score -284954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -284954.281250 Penalty: 2642.938721
	Iteration 27F: 3 clusters Score -284954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 1144 members 
Entering Unmasked Estep 
Score: -40887076.000000 Penalty: 85108.453125
Splitting cluster 27 changes total score from -40886940.000000 to -40887076.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 28 (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: -598663.250000 Penalty: 1434.368286
	Iteration 0F: 2 clusters Score -598663.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -593622.187500 Penalty: 2868.736572
	Iteration 0F: 3 clusters Score -593622.2 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -595256.000000 Penalty: 2868.736572
	Iteration 1F: 3 clusters Score -595256 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -595576.750000 Penalty: 2868.736572
	Iteration 2F: 3 clusters Score -595576.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -595879.625000 Penalty: 2868.736572
	Iteration 3F: 3 clusters Score -595879.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -596157.875000 Penalty: 2868.736572
	Iteration 4F: 3 clusters Score -596157.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -596413.437500 Penalty: 2868.736572
	Iteration 5F: 3 clusters Score -596413.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -596615.937500 Penalty: 2868.736572
	Iteration 6Q: 3 clusters Score -596615.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -596793.375000 Penalty: 2868.736572
	Iteration 7Q: 3 clusters Score -596793.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -596960.062500 Penalty: 2868.736572
	Iteration 8Q: 3 clusters Score -596960.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -597115.375000 Penalty: 2868.736572
	Iteration 9Q: 3 clusters Score -597115.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -597256.875000 Penalty: 2868.736572
	Iteration 10Q: 3 clusters Score -597256.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -597354.750000 Penalty: 2868.736572
	Iteration 11Q: 3 clusters Score -597354.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -597403.125000 Penalty: 2868.736572
	Iteration 12Q: 3 clusters Score -597403.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -597438.625000 Penalty: 2868.736572
	Iteration 13Q: 3 clusters Score -597438.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -597467.750000 Penalty: 2868.736572
	Iteration 14Q: 3 clusters Score -597467.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -597484.500000 Penalty: 2868.736572
	Iteration 15Q: 3 clusters Score -597484.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -597493.437500 Penalty: 2868.736572
	Iteration 16Q: 3 clusters Score -597493.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -597502.250000 Penalty: 2868.736572
	Iteration 17Q: 3 clusters Score -597502.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -597506.500000 Penalty: 2868.736572
	Iteration 18Q: 3 clusters Score -597506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -597510.000000 Penalty: 2868.736572
	Iteration 19Q: 3 clusters Score -597510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -597512.750000 Penalty: 2868.736572
	Iteration 20F: 3 clusters Score -597512.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -597513.250000 Penalty: 2868.736572
	Iteration 21Q: 3 clusters Score -597513.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -597513.875000 Penalty: 2868.736572
	Iteration 22Q: 3 clusters Score -597513.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -597515.437500 Penalty: 2868.736572
	Iteration 23Q: 3 clusters Score -597515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -597518.187500 Penalty: 2868.736572
	Iteration 24Q: 3 clusters Score -597518.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -597519.687500 Penalty: 2868.736572
	Iteration 25Q: 3 clusters Score -597519.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -597519.437500 Penalty: 2868.736572
	Iteration 26Q: 3 clusters Score -597519.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -597519.687500 Penalty: 2868.736572
	Iteration 27Q: 3 clusters Score -597519.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -597521.062500 Penalty: 2868.736572
	Iteration 28Q: 3 clusters Score -597521.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -597521.062500 Penalty: 2868.736572
	Iteration 29F: 3 clusters Score -597521.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Entering Unmasked Estep 
Score: -172833.500000 Penalty: 1242.532471
	Iteration 0F: 2 clusters Score -172833.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -170720.687500 Penalty: 2485.064941
	Iteration 0F: 3 clusters Score -170720.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -171242.343750 Penalty: 2485.064941
	Iteration 1F: 3 clusters Score -171242.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -171412.906250 Penalty: 2485.064941
	Iteration 2F: 3 clusters Score -171412.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -171515.312500 Penalty: 2485.064941
	Iteration 3F: 3 clusters Score -171515.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -171579.203125 Penalty: 2485.064941
	Iteration 4Q: 3 clusters Score -171579.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -171649.937500 Penalty: 2485.064941
	Iteration 5Q: 3 clusters Score -171649.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171718.250000 Penalty: 2485.064941
	Iteration 6Q: 3 clusters Score -171718.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -171787.078125 Penalty: 2485.064941
	Iteration 7Q: 3 clusters Score -171787.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -171844.671875 Penalty: 2485.064941
	Iteration 8Q: 3 clusters Score -171844.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -171885.359375 Penalty: 2485.064941
	Iteration 9Q: 3 clusters Score -171885.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -171931.140625 Penalty: 2485.064941
	Iteration 10Q: 3 clusters Score -171931.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171978.593750 Penalty: 2485.064941
	Iteration 11Q: 3 clusters Score -171978.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -172025.328125 Penalty: 2485.064941
	Iteration 12Q: 3 clusters Score -172025.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -172078.281250 Penalty: 2485.064941
	Iteration 13Q: 3 clusters Score -172078.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -172126.250000 Penalty: 2485.064941
	Iteration 14Q: 3 clusters Score -172126.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -172169.234375 Penalty: 2485.064941
	Iteration 15Q: 3 clusters Score -172169.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -172192.765625 Penalty: 2485.064941
	Iteration 16Q: 3 clusters Score -172192.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -172210.031250 Penalty: 2485.064941
	Iteration 17Q: 3 clusters Score -172210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -172220.140625 Penalty: 2485.064941
	Iteration 18Q: 3 clusters Score -172220.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -172230.437500 Penalty: 2485.064941
	Iteration 19Q: 3 clusters Score -172230.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -172234.578125 Penalty: 2485.064941
	Iteration 20F: 3 clusters Score -172234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -172236.906250 Penalty: 2485.064941
	Iteration 21Q: 3 clusters Score -172236.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -172237.937500 Penalty: 2485.064941
	Iteration 22Q: 3 clusters Score -172237.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -172237.937500 Penalty: 2485.064941
	Iteration 23F: 3 clusters Score -172237.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110573 members 
Entering Unmasked Estep 
Score: -9635755.000000 Penalty: 1887.182495
	Iteration 0F: 2 clusters Score -9635755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55410 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -9561863.000000 Penalty: 3774.364990
	Iteration 0F: 3 clusters Score -9561863 nChanged 52920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56450 members 
Mstep: Class 2 contains 54123 members 
Entering Unmasked Estep 
Score: -9593392.000000 Penalty: 3774.364990
	Iteration 1F: 3 clusters Score -9593392 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57035 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -9594755.000000 Penalty: 3774.364990
	Iteration 2Q: 3 clusters Score -9594755 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -9596654.000000 Penalty: 3774.364990
	Iteration 3Q: 3 clusters Score -9596654 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58838 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -9599340.000000 Penalty: 3774.364990
	Iteration 4Q: 3 clusters Score -9599340 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60331 members 
Mstep: Class 2 contains 50242 members 
Entering Unmasked Estep 
Score: -9602647.000000 Penalty: 3774.364990
	Iteration 5F: 3 clusters Score -9602647 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62246 members 
Mstep: Class 2 contains 48327 members 
Entering Unmasked Estep 
Score: -9606552.000000 Penalty: 3774.364990
	Iteration 6F: 3 clusters Score -9606552 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64321 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -9610094.000000 Penalty: 3774.364990
	Iteration 7F: 3 clusters Score -9610094 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66352 members 
Mstep: Class 2 contains 44221 members 
Entering Unmasked Estep 
Score: -9612950.000000 Penalty: 3774.364990
	Iteration 8F: 3 clusters Score -9612950 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -9614994.000000 Penalty: 3774.364990
	Iteration 9Q: 3 clusters Score -9614994 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69865 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -9616397.000000 Penalty: 3774.364990
	Iteration 10Q: 3 clusters Score -9616397 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71419 members 
Mstep: Class 2 contains 39154 members 
Entering Unmasked Estep 
Score: -9617323.000000 Penalty: 3774.364990
	Iteration 11Q: 3 clusters Score -9617323 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72913 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -9618087.000000 Penalty: 3774.364990
	Iteration 12Q: 3 clusters Score -9618087 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74414 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -9618673.000000 Penalty: 3774.364990
	Iteration 13Q: 3 clusters Score -9618673 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 34605 members 
Entering Unmasked Estep 
Score: -9619338.000000 Penalty: 3774.364990
	Iteration 14Q: 3 clusters Score -9619338 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77578 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -9620030.000000 Penalty: 3774.364990
	Iteration 15Q: 3 clusters Score -9620030 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 31439 members 
Entering Unmasked Estep 
Score: -9620636.000000 Penalty: 3774.364990
	Iteration 16Q: 3 clusters Score -9620636 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -9621320.000000 Penalty: 3774.364990
	Iteration 17Q: 3 clusters Score -9621320 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82438 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -9622105.000000 Penalty: 3774.364990
	Iteration 18Q: 3 clusters Score -9622105 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 26408 members 
Entering Unmasked Estep 
Score: -9622871.000000 Penalty: 3774.364990
	Iteration 19Q: 3 clusters Score -9622871 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85905 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -9623706.000000 Penalty: 3774.364990
	Iteration 20F: 3 clusters Score -9623706 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87660 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -9624615.000000 Penalty: 3774.364990
	Iteration 21Q: 3 clusters Score -9624615 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -9625544.000000 Penalty: 3774.364990
	Iteration 22Q: 3 clusters Score -9625544 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91141 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -9626437.000000 Penalty: 3774.364990
	Iteration 23Q: 3 clusters Score -9626437 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -9627372.000000 Penalty: 3774.364990
	Iteration 24Q: 3 clusters Score -9627372 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94314 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -9628074.000000 Penalty: 3774.364990
	Iteration 25Q: 3 clusters Score -9628074 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95682 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -9628750.000000 Penalty: 3774.364990
	Iteration 26Q: 3 clusters Score -9628750 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96928 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -9629319.000000 Penalty: 3774.364990
	Iteration 27Q: 3 clusters Score -9629319 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -9629866.000000 Penalty: 3774.364990
	Iteration 28Q: 3 clusters Score -9629866 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -9630416.000000 Penalty: 3774.364990
	Iteration 29Q: 3 clusters Score -9630416 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100327 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -9630936.000000 Penalty: 3774.364990
	Iteration 30Q: 3 clusters Score -9630936 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101309 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -9631398.000000 Penalty: 3774.364990
	Iteration 31Q: 3 clusters Score -9631398 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102232 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -9631838.000000 Penalty: 3774.364990
	Iteration 32Q: 3 clusters Score -9631838 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103001 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -9632193.000000 Penalty: 3774.364990
	Iteration 33Q: 3 clusters Score -9632193 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9632515.000000 Penalty: 3774.364990
	Iteration 34Q: 3 clusters Score -9632515 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -9632807.000000 Penalty: 3774.364990
	Iteration 35Q: 3 clusters Score -9632807 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105031 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -9633085.000000 Penalty: 3774.364990
	Iteration 36Q: 3 clusters Score -9633085 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105557 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -9633289.000000 Penalty: 3774.364990
	Iteration 37Q: 3 clusters Score -9633289 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106007 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -9633430.000000 Penalty: 3774.364990
	Iteration 38Q: 3 clusters Score -9633430 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106421 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -9633566.000000 Penalty: 3774.364990
	Iteration 39Q: 3 clusters Score -9633566 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106772 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -9633683.000000 Penalty: 3774.364990
	Iteration 40F: 3 clusters Score -9633683 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107110 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -9633817.000000 Penalty: 3774.364990
	Iteration 41Q: 3 clusters Score -9633817 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -9633946.000000 Penalty: 3774.364990
	Iteration 42Q: 3 clusters Score -9633946 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9633993.000000 Penalty: 3774.364990
	Iteration 43Q: 3 clusters Score -9633993 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107837 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -9634053.000000 Penalty: 3774.364990
	Iteration 44Q: 3 clusters Score -9634053 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9634092.000000 Penalty: 3774.364990
	Iteration 45Q: 3 clusters Score -9634092 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108160 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -9634144.000000 Penalty: 3774.364990
	Iteration 46Q: 3 clusters Score -9634144 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108294 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9634189.000000 Penalty: 3774.364990
	Iteration 47Q: 3 clusters Score -9634189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108399 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -9634228.000000 Penalty: 3774.364990
	Iteration 48Q: 3 clusters Score -9634228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108501 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9634232.000000 Penalty: 3774.364990
	Iteration 49Q: 3 clusters Score -9634232 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108573 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9634250.000000 Penalty: 3774.364990
	Iteration 50Q: 3 clusters Score -9634250 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108630 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9634267.000000 Penalty: 3774.364990
	Iteration 51Q: 3 clusters Score -9634267 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108667 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9634266.000000 Penalty: 3774.364990
	Iteration 52Q: 3 clusters Score -9634266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108698 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -9634278.000000 Penalty: 3774.364990
	Iteration 53Q: 3 clusters Score -9634278 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108731 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -9634296.000000 Penalty: 3774.364990
	Iteration 54Q: 3 clusters Score -9634296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108761 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -9634303.000000 Penalty: 3774.364990
	Iteration 55Q: 3 clusters Score -9634303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108795 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -9634310.000000 Penalty: 3774.364990
	Iteration 56Q: 3 clusters Score -9634310 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108823 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -9634309.000000 Penalty: 3774.364990
	Iteration 57Q: 3 clusters Score -9634309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -9634316.000000 Penalty: 3774.364990
	Iteration 58Q: 3 clusters Score -9634316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108867 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -9634328.000000 Penalty: 3774.364990
	Iteration 59Q: 3 clusters Score -9634328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108885 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -9634323.000000 Penalty: 3774.364990
	Iteration 60F: 3 clusters Score -9634323 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108902 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -9634338.000000 Penalty: 3774.364990
	Iteration 61Q: 3 clusters Score -9634338 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108922 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9634342.000000 Penalty: 3774.364990
	Iteration 62Q: 3 clusters Score -9634342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108935 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -9634348.000000 Penalty: 3774.364990
	Iteration 63Q: 3 clusters Score -9634348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108947 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9634346.000000 Penalty: 3774.364990
	Iteration 64Q: 3 clusters Score -9634346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108952 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -9634355.000000 Penalty: 3774.364990
	Iteration 65Q: 3 clusters Score -9634355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108957 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -9634358.000000 Penalty: 3774.364990
	Iteration 66Q: 3 clusters Score -9634358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108961 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9634356.000000 Penalty: 3774.364990
	Iteration 67Q: 3 clusters Score -9634356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -9634359.000000 Penalty: 3774.364990
	Iteration 68Q: 3 clusters Score -9634359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108964 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9634357.000000 Penalty: 3774.364990
	Iteration 69Q: 3 clusters Score -9634357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9634359.000000 Penalty: 3774.364990
	Iteration 70Q: 3 clusters Score -9634359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108965 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -9634359.000000 Penalty: 3774.364990
	Iteration 71F: 3 clusters Score -9634359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Entering Unmasked Estep 
Score: -372697.875000 Penalty: 1375.057495
	Iteration 0F: 2 clusters Score -372697.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -368894.781250 Penalty: 2750.114990
	Iteration 0F: 3 clusters Score -368894.8 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -370049.468750 Penalty: 2750.114990
	Iteration 1F: 3 clusters Score -370049.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -370321.781250 Penalty: 2750.114990
	Iteration 2F: 3 clusters Score -370321.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -370667.812500 Penalty: 2750.114990
	Iteration 3F: 3 clusters Score -370667.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -371068.531250 Penalty: 2750.114990
	Iteration 4F: 3 clusters Score -371068.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -371287.437500 Penalty: 2750.114990
	Iteration 5F: 3 clusters Score -371287.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -371428.750000 Penalty: 2750.114990
	Iteration 6Q: 3 clusters Score -371428.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -371541.625000 Penalty: 2750.114990
	Iteration 7Q: 3 clusters Score -371541.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -371626.625000 Penalty: 2750.114990
	Iteration 8Q: 3 clusters Score -371626.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -371713.281250 Penalty: 2750.114990
	Iteration 9Q: 3 clusters Score -371713.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -371787.687500 Penalty: 2750.114990
	Iteration 10Q: 3 clusters Score -371787.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -371864.218750 Penalty: 2750.114990
	Iteration 11Q: 3 clusters Score -371864.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -371930.687500 Penalty: 2750.114990
	Iteration 12Q: 3 clusters Score -371930.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -371989.875000 Penalty: 2750.114990
	Iteration 13Q: 3 clusters Score -371989.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -372037.375000 Penalty: 2750.114990
	Iteration 14Q: 3 clusters Score -372037.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -372091.343750 Penalty: 2750.114990
	Iteration 15Q: 3 clusters Score -372091.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -372137.906250 Penalty: 2750.114990
	Iteration 16Q: 3 clusters Score -372137.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -372193.812500 Penalty: 2750.114990
	Iteration 17Q: 3 clusters Score -372193.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -372250.781250 Penalty: 2750.114990
	Iteration 18Q: 3 clusters Score -372250.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -372306.125000 Penalty: 2750.114990
	Iteration 19Q: 3 clusters Score -372306.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -372352.812500 Penalty: 2750.114990
	Iteration 20F: 3 clusters Score -372352.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -372402.093750 Penalty: 2750.114990
	Iteration 21Q: 3 clusters Score -372402.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -372443.062500 Penalty: 2750.114990
	Iteration 22Q: 3 clusters Score -372443.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -372479.937500 Penalty: 2750.114990
	Iteration 23Q: 3 clusters Score -372479.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -372518.031250 Penalty: 2750.114990
	Iteration 24Q: 3 clusters Score -372518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -372572.218750 Penalty: 2750.114990
	Iteration 25Q: 3 clusters Score -372572.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -372621.156250 Penalty: 2750.114990
	Iteration 26Q: 3 clusters Score -372621.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -372660.187500 Penalty: 2750.114990
	Iteration 27Q: 3 clusters Score -372660.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -372697.125000 Penalty: 2750.114990
	Iteration 28Q: 3 clusters Score -372697.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -372711.562500 Penalty: 2750.114990
	Iteration 29Q: 3 clusters Score -372711.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -372725.187500 Penalty: 2750.114990
	Iteration 30Q: 3 clusters Score -372725.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -372733.156250 Penalty: 2750.114990
	Iteration 31Q: 3 clusters Score -372733.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -372740.000000 Penalty: 2750.114990
	Iteration 32Q: 3 clusters Score -372740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -372743.968750 Penalty: 2750.114990
	Iteration 33Q: 3 clusters Score -372744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -372749.062500 Penalty: 2750.114990
	Iteration 34Q: 3 clusters Score -372749.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -372750.093750 Penalty: 2750.114990
	Iteration 35Q: 3 clusters Score -372750.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -372750.875000 Penalty: 2750.114990
	Iteration 36Q: 3 clusters Score -372750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -372750.875000 Penalty: 2750.114990
	Iteration 37F: 3 clusters Score -372750.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4257 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 1144 members 
Mstep: Class 41 contains 474 members 
Entering Unmasked Estep 
Score: -40886420.000000 Penalty: 87236.164062
Splitting cluster 31 changes total score from -40886940.000000 to -40886420.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -78532.109375 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -78532.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77104.718750 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -77104.72 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -77369.507812 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -77369.51 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -77441.492188 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -77441.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77483.406250 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -77483.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -77503.757812 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -77503.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77520.367188 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -77520.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -77535.539062 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -77535.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -77547.109375 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -77547.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77559.101562 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -77559.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77564.562500 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -77564.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -77574.585938 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -77574.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -77586.632812 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -77586.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -77590.250000 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -77590.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77593.406250 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -77593.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -77593.406250 Penalty: 2230.056152
	Iteration 14F: 3 clusters Score -77593.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Entering Unmasked Estep 
Score: -1933805.750000 Penalty: 1625.350220
	Iteration 0F: 2 clusters Score -1933806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1918840.250000 Penalty: 3250.700439
	Iteration 0F: 3 clusters Score -1918840 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -1924656.625000 Penalty: 3250.700439
	Iteration 1F: 3 clusters Score -1924657 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1925571.875000 Penalty: 3250.700439
	Iteration 2F: 3 clusters Score -1925572 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -1926875.625000 Penalty: 3250.700439
	Iteration 3F: 3 clusters Score -1926876 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1928392.125000 Penalty: 3250.700439
	Iteration 4F: 3 clusters Score -1928392 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1929838.375000 Penalty: 3250.700439
	Iteration 5F: 3 clusters Score -1929838 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1930916.000000 Penalty: 3250.700439
	Iteration 6F: 3 clusters Score -1930916 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -1931871.500000 Penalty: 3250.700439
	Iteration 7F: 3 clusters Score -1931872 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1932717.125000 Penalty: 3250.700439
	Iteration 8Q: 3 clusters Score -1932717 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -1933306.750000 Penalty: 3250.700439
	Iteration 9Q: 3 clusters Score -1933307 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1933652.375000 Penalty: 3250.700439
	Iteration 10Q: 3 clusters Score -1933652 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1933846.625000 Penalty: 3250.700439
	Iteration 11Q: 3 clusters Score -1933847 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -1933976.000000 Penalty: 3250.700439
	Iteration 12Q: 3 clusters Score -1933976 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -1934039.125000 Penalty: 3250.700439
	Iteration 13Q: 3 clusters Score -1934039 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -1934075.125000 Penalty: 3250.700439
	Iteration 14Q: 3 clusters Score -1934075 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1934095.375000 Penalty: 3250.700439
	Iteration 15Q: 3 clusters Score -1934095 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1934109.250000 Penalty: 3250.700439
	Iteration 16Q: 3 clusters Score -1934109 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -1934115.125000 Penalty: 3250.700439
	Iteration 17Q: 3 clusters Score -1934115 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -1934115.625000 Penalty: 3250.700439
	Iteration 18Q: 3 clusters Score -1934116 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -1934119.750000 Penalty: 3250.700439
	Iteration 19Q: 3 clusters Score -1934120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1934123.500000 Penalty: 3250.700439
	Iteration 20F: 3 clusters Score -1934124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1934125.750000 Penalty: 3250.700439
	Iteration 21Q: 3 clusters Score -1934126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 13930 members 
Entering Unmasked Estep 
Score: -1934126.375000 Penalty: 3250.700439
	Iteration 22Q: 3 clusters Score -1934126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1934127.625000 Penalty: 3250.700439
	Iteration 23Q: 3 clusters Score -1934128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1934130.375000 Penalty: 3250.700439
	Iteration 24Q: 3 clusters Score -1934130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1934130.750000 Penalty: 3250.700439
	Iteration 25Q: 3 clusters Score -1934131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1934130.500000 Penalty: 3250.700439
	Iteration 26Q: 3 clusters Score -1934130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1934132.750000 Penalty: 3250.700439
	Iteration 27Q: 3 clusters Score -1934133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1934132.750000 Penalty: 3250.700439
	Iteration 28F: 3 clusters Score -1934133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 8154 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 9932 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 1144 members 
Mstep: Class 41 contains 13920 members 
Entering Unmasked Estep 
Score: -40886756.000000 Penalty: 87236.164062
Splitting cluster 33 changes total score from -40886940.000000 to -40886756.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Entering Unmasked Estep 
Score: -1310075.625000 Penalty: 1556.385620
	Iteration 0F: 2 clusters Score -1310076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1299997.250000 Penalty: 3112.771240
	Iteration 0F: 3 clusters Score -1299997 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1303505.750000 Penalty: 3112.771240
	Iteration 1F: 3 clusters Score -1303506 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -1303895.000000 Penalty: 3112.771240
	Iteration 2F: 3 clusters Score -1303895 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1304238.500000 Penalty: 3112.771240
	Iteration 3F: 3 clusters Score -1304238 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -1304548.375000 Penalty: 3112.771240
	Iteration 4F: 3 clusters Score -1304548 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1304841.875000 Penalty: 3112.771240
	Iteration 5Q: 3 clusters Score -1304842 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1305159.875000 Penalty: 3112.771240
	Iteration 6Q: 3 clusters Score -1305160 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1305472.000000 Penalty: 3112.771240
	Iteration 7Q: 3 clusters Score -1305472 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1305787.500000 Penalty: 3112.771240
	Iteration 8Q: 3 clusters Score -1305788 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1306139.125000 Penalty: 3112.771240
	Iteration 9Q: 3 clusters Score -1306139 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1306547.500000 Penalty: 3112.771240
	Iteration 10Q: 3 clusters Score -1306548 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1306945.250000 Penalty: 3112.771240
	Iteration 11Q: 3 clusters Score -1306945 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1307352.625000 Penalty: 3112.771240
	Iteration 12Q: 3 clusters Score -1307353 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1307747.375000 Penalty: 3112.771240
	Iteration 13Q: 3 clusters Score -1307747 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -1308047.125000 Penalty: 3112.771240
	Iteration 14Q: 3 clusters Score -1308047 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1308276.250000 Penalty: 3112.771240
	Iteration 15Q: 3 clusters Score -1308276 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1308471.250000 Penalty: 3112.771240
	Iteration 16Q: 3 clusters Score -1308471 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -1308588.375000 Penalty: 3112.771240
	Iteration 17Q: 3 clusters Score -1308588 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1308676.750000 Penalty: 3112.771240
	Iteration 18Q: 3 clusters Score -1308677 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1308739.750000 Penalty: 3112.771240
	Iteration 19Q: 3 clusters Score -1308740 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1308777.750000 Penalty: 3112.771240
	Iteration 20F: 3 clusters Score -1308778 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1308812.625000 Penalty: 3112.771240
	Iteration 21Q: 3 clusters Score -1308813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1308838.500000 Penalty: 3112.771240
	Iteration 22Q: 3 clusters Score -1308838 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1308857.000000 Penalty: 3112.771240
	Iteration 23Q: 3 clusters Score -1308857 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -1308872.875000 Penalty: 3112.771240
	Iteration 24Q: 3 clusters Score -1308873 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1308884.500000 Penalty: 3112.771240
	Iteration 25Q: 3 clusters Score -1308884 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1308887.875000 Penalty: 3112.771240
	Iteration 26Q: 3 clusters Score -1308888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1308892.625000 Penalty: 3112.771240
	Iteration 27Q: 3 clusters Score -1308893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -1308896.000000 Penalty: 3112.771240
	Iteration 28Q: 3 clusters Score -1308896 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1308898.875000 Penalty: 3112.771240
	Iteration 29Q: 3 clusters Score -1308899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -1308904.625000 Penalty: 3112.771240
	Iteration 30Q: 3 clusters Score -1308905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1308907.125000 Penalty: 3112.771240
	Iteration 31Q: 3 clusters Score -1308907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -1308908.125000 Penalty: 3112.771240
	Iteration 32Q: 3 clusters Score -1308908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -1308909.000000 Penalty: 3112.771240
	Iteration 33Q: 3 clusters Score -1308909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1308910.625000 Penalty: 3112.771240
	Iteration 34Q: 3 clusters Score -1308911 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1308915.500000 Penalty: 3112.771240
	Iteration 35Q: 3 clusters Score -1308916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -1308915.250000 Penalty: 3112.771240
	Iteration 36Q: 3 clusters Score -1308915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -1308916.750000 Penalty: 3112.771240
	Iteration 37Q: 3 clusters Score -1308917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -1308917.250000 Penalty: 3112.771240
	Iteration 38Q: 3 clusters Score -1308917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1308919.375000 Penalty: 3112.771240
	Iteration 39Q: 3 clusters Score -1308919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -1308919.375000 Penalty: 3112.771240
	Iteration 40F: 3 clusters Score -1308919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Entering Unmasked Estep 
Score: -259957.187500 Penalty: 1300.872192
	Iteration 0F: 2 clusters Score -259957.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -257243.890625 Penalty: 2601.744385
	Iteration 0F: 3 clusters Score -257243.9 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -257868.937500 Penalty: 2601.744385
	Iteration 1F: 3 clusters Score -257868.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -258006.156250 Penalty: 2601.744385
	Iteration 2F: 3 clusters Score -258006.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -258105.734375 Penalty: 2601.744385
	Iteration 3Q: 3 clusters Score -258105.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -258186.375000 Penalty: 2601.744385
	Iteration 4Q: 3 clusters Score -258186.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -258259.250000 Penalty: 2601.744385
	Iteration 5Q: 3 clusters Score -258259.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -258334.437500 Penalty: 2601.744385
	Iteration 6Q: 3 clusters Score -258334.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -258422.062500 Penalty: 2601.744385
	Iteration 7Q: 3 clusters Score -258422.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258504.593750 Penalty: 2601.744385
	Iteration 8Q: 3 clusters Score -258504.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -258562.453125 Penalty: 2601.744385
	Iteration 9Q: 3 clusters Score -258562.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -258609.375000 Penalty: 2601.744385
	Iteration 10Q: 3 clusters Score -258609.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -258661.593750 Penalty: 2601.744385
	Iteration 11Q: 3 clusters Score -258661.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -258706.906250 Penalty: 2601.744385
	Iteration 12Q: 3 clusters Score -258706.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258751.312500 Penalty: 2601.744385
	Iteration 13Q: 3 clusters Score -258751.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -258785.062500 Penalty: 2601.744385
	Iteration 14Q: 3 clusters Score -258785.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -258818.171875 Penalty: 2601.744385
	Iteration 15Q: 3 clusters Score -258818.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -258852.171875 Penalty: 2601.744385
	Iteration 16Q: 3 clusters Score -258852.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -258880.312500 Penalty: 2601.744385
	Iteration 17Q: 3 clusters Score -258880.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -258898.312500 Penalty: 2601.744385
	Iteration 18Q: 3 clusters Score -258898.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -258912.984375 Penalty: 2601.744385
	Iteration 19Q: 3 clusters Score -258913 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -258928.062500 Penalty: 2601.744385
	Iteration 20F: 3 clusters Score -258928.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -258942.953125 Penalty: 2601.744385
	Iteration 21Q: 3 clusters Score -258943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -258954.687500 Penalty: 2601.744385
	Iteration 22Q: 3 clusters Score -258954.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -258960.140625 Penalty: 2601.744385
	Iteration 23Q: 3 clusters Score -258960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -258965.109375 Penalty: 2601.744385
	Iteration 24Q: 3 clusters Score -258965.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -258971.593750 Penalty: 2601.744385
	Iteration 25Q: 3 clusters Score -258971.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -258977.703125 Penalty: 2601.744385
	Iteration 26Q: 3 clusters Score -258977.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -258985.343750 Penalty: 2601.744385
	Iteration 27Q: 3 clusters Score -258985.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -259000.781250 Penalty: 2601.744385
	Iteration 28Q: 3 clusters Score -259000.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -259014.812500 Penalty: 2601.744385
	Iteration 29Q: 3 clusters Score -259014.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -259025.687500 Penalty: 2601.744385
	Iteration 30Q: 3 clusters Score -259025.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -259035.640625 Penalty: 2601.744385
	Iteration 31Q: 3 clusters Score -259035.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -259042.125000 Penalty: 2601.744385
	Iteration 32Q: 3 clusters Score -259042.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -259045.156250 Penalty: 2601.744385
	Iteration 33Q: 3 clusters Score -259045.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -259047.078125 Penalty: 2601.744385
	Iteration 34Q: 3 clusters Score -259047.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259048.546875 Penalty: 2601.744385
	Iteration 35Q: 3 clusters Score -259048.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259049.468750 Penalty: 2601.744385
	Iteration 36Q: 3 clusters Score -259049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -259049.468750 Penalty: 2601.744385
	Iteration 37F: 3 clusters Score -259049.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (9932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Entering Unmasked Estep 
Score: -864961.500000 Penalty: 1495.571533
	Iteration 0F: 2 clusters Score -864961.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -857850.000000 Penalty: 2991.143066
	Iteration 0F: 3 clusters Score -857850 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -860279.875000 Penalty: 2991.143066
	Iteration 1F: 3 clusters Score -860279.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -860873.437500 Penalty: 2991.143066
	Iteration 2F: 3 clusters Score -860873.4 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -861722.062500 Penalty: 2991.143066
	Iteration 3F: 3 clusters Score -861722.1 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -862840.875000 Penalty: 2991.143066
	Iteration 4F: 3 clusters Score -862840.9 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -864007.187500 Penalty: 2991.143066
	Iteration 5F: 3 clusters Score -864007.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -864917.375000 Penalty: 2991.143066
	Iteration 6F: 3 clusters Score -864917.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -865660.937500 Penalty: 2991.143066
	Iteration 7F: 3 clusters Score -865660.9 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -866228.375000 Penalty: 2991.143066
	Iteration 8Q: 3 clusters Score -866228.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -866610.187500 Penalty: 2991.143066
	Iteration 9Q: 3 clusters Score -866610.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -866819.750000 Penalty: 2991.143066
	Iteration 10Q: 3 clusters Score -866819.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -866918.250000 Penalty: 2991.143066
	Iteration 11Q: 3 clusters Score -866918.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -866974.875000 Penalty: 2991.143066
	Iteration 12Q: 3 clusters Score -866974.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -867000.437500 Penalty: 2991.143066
	Iteration 13Q: 3 clusters Score -867000.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -867013.000000 Penalty: 2991.143066
	Iteration 14Q: 3 clusters Score -867013 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -867018.687500 Penalty: 2991.143066
	Iteration 15Q: 3 clusters Score -867018.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -867022.187500 Penalty: 2991.143066
	Iteration 16Q: 3 clusters Score -867022.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -867021.562500 Penalty: 2991.143066
	Iteration 17Q: 3 clusters Score -867021.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -867021.187500 Penalty: 2991.143066
	Iteration 18Q: 3 clusters Score -867021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -867021.187500 Penalty: 2991.143066
	Iteration 19F: 3 clusters Score -867021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 3086 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 7645 members 
Mstep: Class 39 contains 4831 members 
Mstep: Class 40 contains 1144 members 
Mstep: Class 41 contains 6846 members 
Entering Unmasked Estep 
Score: -40888488.000000 Penalty: 87236.164062
Splitting cluster 36 changes total score from -40886940.000000 to -40888488.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 37 (7645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Entering Unmasked Estep 
Score: -691045.875000 Penalty: 1453.043579
	Iteration 0F: 2 clusters Score -691045.9 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 3773 members 
Entering Unmasked Estep 
Score: -685327.562500 Penalty: 2906.087158
	Iteration 0F: 3 clusters Score -685327.6 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -687182.000000 Penalty: 2906.087158
	Iteration 1F: 3 clusters Score -687182 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -687505.250000 Penalty: 2906.087158
	Iteration 2F: 3 clusters Score -687505.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -687799.875000 Penalty: 2906.087158
	Iteration 3F: 3 clusters Score -687799.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -688074.687500 Penalty: 2906.087158
	Iteration 4F: 3 clusters Score -688074.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -688326.750000 Penalty: 2906.087158
	Iteration 5F: 3 clusters Score -688326.8 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -688584.312500 Penalty: 2906.087158
	Iteration 6F: 3 clusters Score -688584.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -688810.312500 Penalty: 2906.087158
	Iteration 7Q: 3 clusters Score -688810.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -688984.187500 Penalty: 2906.087158
	Iteration 8Q: 3 clusters Score -688984.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -689121.625000 Penalty: 2906.087158
	Iteration 9Q: 3 clusters Score -689121.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -689239.437500 Penalty: 2906.087158
	Iteration 10Q: 3 clusters Score -689239.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -689356.437500 Penalty: 2906.087158
	Iteration 11Q: 3 clusters Score -689356.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -689451.625000 Penalty: 2906.087158
	Iteration 12Q: 3 clusters Score -689451.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -689527.687500 Penalty: 2906.087158
	Iteration 13Q: 3 clusters Score -689527.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -689579.437500 Penalty: 2906.087158
	Iteration 14Q: 3 clusters Score -689579.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -689627.000000 Penalty: 2906.087158
	Iteration 15Q: 3 clusters Score -689627 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -689661.750000 Penalty: 2906.087158
	Iteration 16Q: 3 clusters Score -689661.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -689693.625000 Penalty: 2906.087158
	Iteration 17Q: 3 clusters Score -689693.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -689731.500000 Penalty: 2906.087158
	Iteration 18Q: 3 clusters Score -689731.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -689760.937500 Penalty: 2906.087158
	Iteration 19Q: 3 clusters Score -689760.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -689785.062500 Penalty: 2906.087158
	Iteration 20F: 3 clusters Score -689785.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -689801.187500 Penalty: 2906.087158
	Iteration 21Q: 3 clusters Score -689801.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -689810.937500 Penalty: 2906.087158
	Iteration 22Q: 3 clusters Score -689810.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -689820.687500 Penalty: 2906.087158
	Iteration 23Q: 3 clusters Score -689820.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -689831.687500 Penalty: 2906.087158
	Iteration 24Q: 3 clusters Score -689831.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -689843.125000 Penalty: 2906.087158
	Iteration 25Q: 3 clusters Score -689843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -689851.500000 Penalty: 2906.087158
	Iteration 26Q: 3 clusters Score -689851.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -689855.875000 Penalty: 2906.087158
	Iteration 27Q: 3 clusters Score -689855.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -689859.250000 Penalty: 2906.087158
	Iteration 28Q: 3 clusters Score -689859.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -689862.500000 Penalty: 2906.087158
	Iteration 29Q: 3 clusters Score -689862.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -689868.500000 Penalty: 2906.087158
	Iteration 30Q: 3 clusters Score -689868.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -689871.500000 Penalty: 2906.087158
	Iteration 31Q: 3 clusters Score -689871.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -689872.500000 Penalty: 2906.087158
	Iteration 32Q: 3 clusters Score -689872.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -689877.312500 Penalty: 2906.087158
	Iteration 33Q: 3 clusters Score -689877.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -689881.812500 Penalty: 2906.087158
	Iteration 34Q: 3 clusters Score -689881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -689883.687500 Penalty: 2906.087158
	Iteration 35Q: 3 clusters Score -689883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -689884.687500 Penalty: 2906.087158
	Iteration 36Q: 3 clusters Score -689884.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -689885.375000 Penalty: 2906.087158
	Iteration 37Q: 3 clusters Score -689885.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -689886.750000 Penalty: 2906.087158
	Iteration 38Q: 3 clusters Score -689886.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -689886.500000 Penalty: 2906.087158
	Iteration 39Q: 3 clusters Score -689886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -689886.500000 Penalty: 2906.087158
	Iteration 40F: 3 clusters Score -689886.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 36142 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3890 members 
Mstep: Class 5 contains 45794 members 
Mstep: Class 6 contains 4717 members 
Mstep: Class 7 contains 42233 members 
Mstep: Class 8 contains 1087 members 
Mstep: Class 9 contains 4010 members 
Mstep: Class 10 contains 2426 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6705 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2900 members 
Mstep: Class 19 contains 15586 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8093 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 6221 members 
Mstep: Class 26 contains 541 members 
Mstep: Class 27 contains 2258 members 
Mstep: Class 28 contains 6815 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 22074 members 
Mstep: Class 34 contains 14440 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 3086 members 
Mstep: Class 37 contains 7645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890976.000000 Penalty: 87236.164062
Iteration 119Q: 42 clusters Score -4.089098e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 36516 members 
Mstep: Class 3 contains 1200 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 45921 members 
Mstep: Class 6 contains 4669 members 
Mstep: Class 7 contains 42345 members 
Mstep: Class 8 contains 1090 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 4125 members 
Mstep: Class 12 contains 14500 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6715 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15616 members 
Mstep: Class 20 contains 5294 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8091 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 16706 members 
Mstep: Class 25 contains 6367 members 
Mstep: Class 26 contains 546 members 
Mstep: Class 27 contains 2565 members 
Mstep: Class 28 contains 6813 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110581 members 
Mstep: Class 31 contains 4737 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21957 members 
Mstep: Class 34 contains 14445 members 
Mstep: Class 35 contains 2998 members 
Mstep: Class 36 contains 3114 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 7133 members 
Mstep: Class 39 contains 4541 members 
Mstep: Class 40 contains 1117 members 
Mstep: Class 41 contains 6702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40893176.000000 Penalty: 87236.164062
Iteration 120F: 42 clusters Score -4.089318e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 36463 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 45769 members 
Mstep: Class 6 contains 4635 members 
Mstep: Class 7 contains 42249 members 
Mstep: Class 8 contains 1081 members 
Mstep: Class 9 contains 4094 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 14301 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6711 members 
Mstep: Class 15 contains 36568 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 15609 members 
Mstep: Class 20 contains 5289 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 8085 members 
Mstep: Class 23 contains 4220 members 
Mstep: Class 24 contains 16381 members 
Mstep: Class 25 contains 6240 members 
Mstep: Class 26 contains 536 members 
Mstep: Class 27 contains 2763 members 
Mstep: Class 28 contains 6778 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110580 members 
Mstep: Class 31 contains 4731 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21770 members 
Mstep: Class 34 contains 14453 members 
Mstep: Class 35 contains 2997 members 
Mstep: Class 36 contains 3128 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 7443 members 
Mstep: Class 39 contains 4850 members 
Mstep: Class 40 contains 1142 members 
Mstep: Class 41 contains 7068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894304.000000 Penalty: 87236.164062
Iteration 121Q: 42 clusters Score -4.08943e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 36439 members 
Mstep: Class 3 contains 1192 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 45620 members 
Mstep: Class 6 contains 4604 members 
Mstep: Class 7 contains 42182 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4096 members 
Mstep: Class 10 contains 2425 members 
Mstep: Class 11 contains 4081 members 
Mstep: Class 12 contains 14135 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6708 members 
Mstep: Class 15 contains 36573 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15595 members 
Mstep: Class 20 contains 5284 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 8078 members 
Mstep: Class 23 contains 4219 members 
Mstep: Class 24 contains 16142 members 
Mstep: Class 25 contains 6126 members 
Mstep: Class 26 contains 531 members 
Mstep: Class 27 contains 2981 members 
Mstep: Class 28 contains 6761 members 
Mstep: Class 29 contains 2093 members 
Mstep: Class 30 contains 110584 members 
Mstep: Class 31 contains 4726 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21621 members 
Mstep: Class 34 contains 14461 members 
Mstep: Class 35 contains 2996 members 
Mstep: Class 36 contains 3137 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 7706 members 
Mstep: Class 39 contains 5042 members 
Mstep: Class 40 contains 1157 members 
Mstep: Class 41 contains 7344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40894876.000000 Penalty: 87236.164062
Iteration 122Q: 42 clusters Score -4.089488e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 36435 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 3858 members 
Mstep: Class 5 contains 45462 members 
Mstep: Class 6 contains 4578 members 
Mstep: Class 7 contains 42119 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 4111 members 
Mstep: Class 10 contains 2423 members 
Mstep: Class 11 contains 4084 members 
Mstep: Class 12 contains 13985 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6702 members 
Mstep: Class 15 contains 36575 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 2893 members 
Mstep: Class 19 contains 15588 members 
Mstep: Class 20 contains 5285 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 8072 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 15892 members 
Mstep: Class 25 contains 6005 members 
Mstep: Class 26 contains 529 members 
Mstep: Class 27 contains 3213 members 
Mstep: Class 28 contains 6755 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110593 members 
Mstep: Class 31 contains 4722 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21487 members 
Mstep: Class 34 contains 14471 members 
Mstep: Class 35 contains 2994 members 
Mstep: Class 36 contains 3145 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 7908 members 
Mstep: Class 39 contains 5206 members 
Mstep: Class 40 contains 1174 members 
Mstep: Class 41 contains 7602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40895460.000000 Penalty: 87236.164062
Iteration 123Q: 42 clusters Score -4.089546e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 36401 members 
Mstep: Class 3 contains 1194 members 
Mstep: Class 4 contains 3842 members 
Mstep: Class 5 contains 45332 members 
Mstep: Class 6 contains 4561 members 
Mstep: Class 7 contains 42072 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 4121 members 
Mstep: Class 10 contains 2422 members 
Mstep: Class 11 contains 4089 members 
Mstep: Class 12 contains 13883 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6700 members 
Mstep: Class 15 contains 36580 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2891 members 
Mstep: Class 19 contains 15577 members 
Mstep: Class 20 contains 5282 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 8068 members 
Mstep: Class 23 contains 4213 members 
Mstep: Class 24 contains 15676 members 
Mstep: Class 25 contains 5906 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 3438 members 
Mstep: Class 28 contains 6748 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110591 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21360 members 
Mstep: Class 34 contains 14478 members 
Mstep: Class 35 contains 2994 members 
Mstep: Class 36 contains 3154 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 8085 members 
Mstep: Class 39 contains 5308 members 
Mstep: Class 40 contains 1199 members 
Mstep: Class 41 contains 7831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40896032.000000 Penalty: 87236.164062
Iteration 124Q: 42 clusters Score -4.089603e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 36357 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3821 members 
Mstep: Class 5 contains 45214 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 42036 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 4129 members 
Mstep: Class 10 contains 2421 members 
Mstep: Class 11 contains 4090 members 
Mstep: Class 12 contains 13811 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6701 members 
Mstep: Class 15 contains 36587 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 15558 members 
Mstep: Class 20 contains 5279 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 8064 members 
Mstep: Class 23 contains 4210 members 
Mstep: Class 24 contains 15444 members 
Mstep: Class 25 contains 5808 members 
Mstep: Class 26 contains 527 members 
Mstep: Class 27 contains 3687 members 
Mstep: Class 28 contains 6744 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110588 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21262 members 
Mstep: Class 34 contains 14483 members 
Mstep: Class 35 contains 2994 members 
Mstep: Class 36 contains 3165 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8245 members 
Mstep: Class 39 contains 5384 members 
Mstep: Class 40 contains 1212 members 
Mstep: Class 41 contains 8054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40896412.000000 Penalty: 87236.164062
Iteration 125Q: 42 clusters Score -4.089641e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 36341 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 45096 members 
Mstep: Class 6 contains 4546 members 
Mstep: Class 7 contains 42007 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 4144 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 13741 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6699 members 
Mstep: Class 15 contains 36593 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2883 members 
Mstep: Class 19 contains 15547 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 8059 members 
Mstep: Class 23 contains 4206 members 
Mstep: Class 24 contains 15173 members 
Mstep: Class 25 contains 5723 members 
Mstep: Class 26 contains 526 members 
Mstep: Class 27 contains 3933 members 
Mstep: Class 28 contains 6742 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110590 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21189 members 
Mstep: Class 34 contains 14491 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3172 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8372 members 
Mstep: Class 39 contains 5451 members 
Mstep: Class 40 contains 1227 members 
Mstep: Class 41 contains 8245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40896804.000000 Penalty: 87236.164062
Iteration 126Q: 42 clusters Score -4.08968e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 36314 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3793 members 
Mstep: Class 5 contains 45011 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 7 contains 41990 members 
Mstep: Class 8 contains 1077 members 
Mstep: Class 9 contains 4150 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 13674 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6699 members 
Mstep: Class 15 contains 36597 members 
Mstep: Class 16 contains 1459 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 18 contains 2885 members 
Mstep: Class 19 contains 15536 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8057 members 
Mstep: Class 23 contains 4203 members 
Mstep: Class 24 contains 14900 members 
Mstep: Class 25 contains 5671 members 
Mstep: Class 26 contains 525 members 
Mstep: Class 27 contains 4159 members 
Mstep: Class 28 contains 6733 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110589 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21122 members 
Mstep: Class 34 contains 14497 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3174 members 
Mstep: Class 37 contains 7643 members 
Mstep: Class 38 contains 8488 members 
Mstep: Class 39 contains 5518 members 
Mstep: Class 40 contains 1236 members 
Mstep: Class 41 contains 8393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897100.000000 Penalty: 87236.164062
Iteration 127Q: 42 clusters Score -4.08971e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 36278 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3783 members 
Mstep: Class 5 contains 44949 members 
Mstep: Class 6 contains 4581 members 
Mstep: Class 7 contains 41972 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4094 members 
Mstep: Class 12 contains 13582 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6697 members 
Mstep: Class 15 contains 36601 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 509 members 
Mstep: Class 18 contains 2889 members 
Mstep: Class 19 contains 15530 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8054 members 
Mstep: Class 23 contains 4200 members 
Mstep: Class 24 contains 14660 members 
Mstep: Class 25 contains 5599 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 4346 members 
Mstep: Class 28 contains 6730 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110589 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 21061 members 
Mstep: Class 34 contains 14508 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3179 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8620 members 
Mstep: Class 39 contains 5578 members 
Mstep: Class 40 contains 1248 members 
Mstep: Class 41 contains 8537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897272.000000 Penalty: 87236.164062
Iteration 128Q: 42 clusters Score -4.089727e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 36261 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3777 members 
Mstep: Class 5 contains 44889 members 
Mstep: Class 6 contains 4599 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4159 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4091 members 
Mstep: Class 12 contains 13502 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 36603 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2892 members 
Mstep: Class 19 contains 15516 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 4197 members 
Mstep: Class 24 contains 14482 members 
Mstep: Class 25 contains 5534 members 
Mstep: Class 26 contains 524 members 
Mstep: Class 27 contains 4503 members 
Mstep: Class 28 contains 6728 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110593 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20997 members 
Mstep: Class 34 contains 14515 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3185 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8723 members 
Mstep: Class 39 contains 5628 members 
Mstep: Class 40 contains 1259 members 
Mstep: Class 41 contains 8663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897500.000000 Penalty: 87236.164062
Iteration 129Q: 42 clusters Score -4.08975e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 36245 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3769 members 
Mstep: Class 5 contains 44843 members 
Mstep: Class 6 contains 4614 members 
Mstep: Class 7 contains 41935 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4093 members 
Mstep: Class 12 contains 13432 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6690 members 
Mstep: Class 15 contains 36609 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2895 members 
Mstep: Class 19 contains 15499 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 8785 members 
Mstep: Class 22 contains 8051 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 14347 members 
Mstep: Class 25 contains 5497 members 
Mstep: Class 26 contains 522 members 
Mstep: Class 27 contains 4600 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110593 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20940 members 
Mstep: Class 34 contains 14521 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3190 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8825 members 
Mstep: Class 39 contains 5682 members 
Mstep: Class 40 contains 1277 members 
Mstep: Class 41 contains 8754 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897676.000000 Penalty: 87236.164062
Iteration 130Q: 42 clusters Score -4.089768e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 36233 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3758 members 
Mstep: Class 5 contains 44818 members 
Mstep: Class 6 contains 4624 members 
Mstep: Class 7 contains 41899 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4161 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 13385 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6689 members 
Mstep: Class 15 contains 36612 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2897 members 
Mstep: Class 19 contains 15490 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 14236 members 
Mstep: Class 25 contains 5457 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 4667 members 
Mstep: Class 28 contains 6717 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110591 members 
Mstep: Class 31 contains 4717 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20898 members 
Mstep: Class 34 contains 14529 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3194 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 8914 members 
Mstep: Class 39 contains 5743 members 
Mstep: Class 40 contains 1290 members 
Mstep: Class 41 contains 8828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897852.000000 Penalty: 87236.164062
Iteration 131Q: 42 clusters Score -4.089785e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 36223 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3749 members 
Mstep: Class 5 contains 44798 members 
Mstep: Class 6 contains 4649 members 
Mstep: Class 7 contains 41871 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4168 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4097 members 
Mstep: Class 12 contains 13335 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6688 members 
Mstep: Class 15 contains 36617 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 15482 members 
Mstep: Class 20 contains 5278 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 14126 members 
Mstep: Class 25 contains 5417 members 
Mstep: Class 26 contains 521 members 
Mstep: Class 27 contains 4717 members 
Mstep: Class 28 contains 6712 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110587 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20866 members 
Mstep: Class 34 contains 14536 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3194 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 8996 members 
Mstep: Class 39 contains 5796 members 
Mstep: Class 40 contains 1294 members 
Mstep: Class 41 contains 8896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897908.000000 Penalty: 87236.164062
Iteration 132Q: 42 clusters Score -4.089791e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 36214 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3745 members 
Mstep: Class 5 contains 44783 members 
Mstep: Class 6 contains 4678 members 
Mstep: Class 7 contains 41857 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 13285 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6685 members 
Mstep: Class 15 contains 36626 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15473 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8781 members 
Mstep: Class 22 contains 8052 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 14029 members 
Mstep: Class 25 contains 5371 members 
Mstep: Class 26 contains 520 members 
Mstep: Class 27 contains 4762 members 
Mstep: Class 28 contains 6710 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110579 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20848 members 
Mstep: Class 34 contains 14540 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3196 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 9075 members 
Mstep: Class 39 contains 5825 members 
Mstep: Class 40 contains 1301 members 
Mstep: Class 41 contains 8946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897920.000000 Penalty: 87236.164062
Iteration 133Q: 42 clusters Score -4.089792e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 36213 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 44785 members 
Mstep: Class 6 contains 4704 members 
Mstep: Class 7 contains 41840 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4174 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 13235 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6680 members 
Mstep: Class 15 contains 36632 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15471 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 8050 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13941 members 
Mstep: Class 25 contains 5321 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4807 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110578 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20827 members 
Mstep: Class 34 contains 14549 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3199 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 9142 members 
Mstep: Class 39 contains 5865 members 
Mstep: Class 40 contains 1305 members 
Mstep: Class 41 contains 8979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898068.000000 Penalty: 87236.164062
Iteration 134Q: 42 clusters Score -4.089807e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 36214 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 44786 members 
Mstep: Class 6 contains 4715 members 
Mstep: Class 7 contains 41827 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4173 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 13176 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6678 members 
Mstep: Class 15 contains 36640 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 508 members 
Mstep: Class 18 contains 2902 members 
Mstep: Class 19 contains 15466 members 
Mstep: Class 20 contains 5277 members 
Mstep: Class 21 contains 8776 members 
Mstep: Class 22 contains 8048 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13887 members 
Mstep: Class 25 contains 5275 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4836 members 
Mstep: Class 28 contains 6706 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110573 members 
Mstep: Class 31 contains 4723 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20814 members 
Mstep: Class 34 contains 14561 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3198 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 9197 members 
Mstep: Class 39 contains 5897 members 
Mstep: Class 40 contains 1308 members 
Mstep: Class 41 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40897996.000000 Penalty: 87236.164062
Iteration 135Q: 42 clusters Score -4.0898e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 36217 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 44775 members 
Mstep: Class 6 contains 4723 members 
Mstep: Class 7 contains 41816 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4179 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 13130 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6677 members 
Mstep: Class 15 contains 36650 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15465 members 
Mstep: Class 20 contains 5276 members 
Mstep: Class 21 contains 8776 members 
Mstep: Class 22 contains 8045 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13849 members 
Mstep: Class 25 contains 5228 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4853 members 
Mstep: Class 28 contains 6706 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110566 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20804 members 
Mstep: Class 34 contains 14565 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3198 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 9257 members 
Mstep: Class 39 contains 5921 members 
Mstep: Class 40 contains 1311 members 
Mstep: Class 41 contains 9047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898052.000000 Penalty: 87236.164062
Iteration 136Q: 42 clusters Score -4.089805e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 36222 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3743 members 
Mstep: Class 5 contains 44769 members 
Mstep: Class 6 contains 4741 members 
Mstep: Class 7 contains 41810 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 13092 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6676 members 
Mstep: Class 15 contains 36664 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15464 members 
Mstep: Class 20 contains 5273 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 8044 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13803 members 
Mstep: Class 25 contains 5170 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 6705 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110555 members 
Mstep: Class 31 contains 4723 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20798 members 
Mstep: Class 34 contains 14571 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3199 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 9320 members 
Mstep: Class 39 contains 5963 members 
Mstep: Class 40 contains 1316 members 
Mstep: Class 41 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898164.000000 Penalty: 87236.164062
Iteration 137Q: 42 clusters Score -4.089816e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 36223 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3744 members 
Mstep: Class 5 contains 44765 members 
Mstep: Class 6 contains 4752 members 
Mstep: Class 7 contains 41793 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 4181 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 13059 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6674 members 
Mstep: Class 15 contains 36674 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15458 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8769 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13782 members 
Mstep: Class 25 contains 5108 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4860 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110547 members 
Mstep: Class 31 contains 4725 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20791 members 
Mstep: Class 34 contains 14581 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3199 members 
Mstep: Class 37 contains 7645 members 
Mstep: Class 38 contains 9379 members 
Mstep: Class 39 contains 6004 members 
Mstep: Class 40 contains 1318 members 
Mstep: Class 41 contains 9092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898156.000000 Penalty: 87236.164062
Iteration 138Q: 42 clusters Score -4.089816e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 36227 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3742 members 
Mstep: Class 5 contains 44756 members 
Mstep: Class 6 contains 4758 members 
Mstep: Class 7 contains 41781 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4182 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 13039 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6673 members 
Mstep: Class 15 contains 36685 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2904 members 
Mstep: Class 19 contains 15460 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8770 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13762 members 
Mstep: Class 25 contains 5041 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4863 members 
Mstep: Class 28 contains 6705 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110541 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20782 members 
Mstep: Class 34 contains 14584 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3200 members 
Mstep: Class 37 contains 7644 members 
Mstep: Class 38 contains 9436 members 
Mstep: Class 39 contains 6048 members 
Mstep: Class 40 contains 1321 members 
Mstep: Class 41 contains 9107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898236.000000 Penalty: 87236.164062
Iteration 139Q: 42 clusters Score -4.089824e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 36226 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44751 members 
Mstep: Class 6 contains 4766 members 
Mstep: Class 7 contains 41776 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 13018 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6668 members 
Mstep: Class 15 contains 36690 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15459 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8764 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13740 members 
Mstep: Class 25 contains 4988 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4873 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110540 members 
Mstep: Class 31 contains 4724 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20773 members 
Mstep: Class 34 contains 14590 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3200 members 
Mstep: Class 37 contains 7646 members 
Mstep: Class 38 contains 9466 members 
Mstep: Class 39 contains 6094 members 
Mstep: Class 40 contains 1322 members 
Mstep: Class 41 contains 9114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898260.000000 Penalty: 87236.164062
Iteration 140F: 42 clusters Score -4.089826e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 36228 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44745 members 
Mstep: Class 6 contains 4772 members 
Mstep: Class 7 contains 41771 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4097 members 
Mstep: Class 12 contains 12990 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6664 members 
Mstep: Class 15 contains 36695 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2903 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8762 members 
Mstep: Class 22 contains 8039 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13703 members 
Mstep: Class 25 contains 4943 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4916 members 
Mstep: Class 28 contains 6706 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110535 members 
Mstep: Class 31 contains 4726 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20766 members 
Mstep: Class 34 contains 14595 members 
Mstep: Class 35 contains 2992 members 
Mstep: Class 36 contains 3202 members 
Mstep: Class 37 contains 7649 members 
Mstep: Class 38 contains 9494 members 
Mstep: Class 39 contains 6115 members 
Mstep: Class 40 contains 1324 members 
Mstep: Class 41 contains 9129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898244.000000 Penalty: 87236.164062
Iteration 141Q: 42 clusters Score -4.089824e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 36233 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44736 members 
Mstep: Class 6 contains 4775 members 
Mstep: Class 7 contains 41767 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 2416 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 12963 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6661 members 
Mstep: Class 15 contains 36700 members 
Mstep: Class 16 contains 1460 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15453 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8761 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13657 members 
Mstep: Class 25 contains 4896 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4950 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110533 members 
Mstep: Class 31 contains 4726 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20763 members 
Mstep: Class 34 contains 14601 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3205 members 
Mstep: Class 37 contains 7649 members 
Mstep: Class 38 contains 9524 members 
Mstep: Class 39 contains 6136 members 
Mstep: Class 40 contains 1330 members 
Mstep: Class 41 contains 9142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898280.000000 Penalty: 87236.164062
Iteration 142Q: 42 clusters Score -4.089828e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 36240 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 4778 members 
Mstep: Class 7 contains 41766 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4191 members 
Mstep: Class 10 contains 2415 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 12923 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6660 members 
Mstep: Class 15 contains 36703 members 
Mstep: Class 16 contains 1461 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15454 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8759 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13615 members 
Mstep: Class 25 contains 4860 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 4979 members 
Mstep: Class 28 contains 6707 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110532 members 
Mstep: Class 31 contains 4721 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20764 members 
Mstep: Class 34 contains 14611 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7649 members 
Mstep: Class 38 contains 9544 members 
Mstep: Class 39 contains 6174 members 
Mstep: Class 40 contains 1335 members 
Mstep: Class 41 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898268.000000 Penalty: 87236.164062
Iteration 143Q: 42 clusters Score -4.089827e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 36246 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44725 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 41762 members 
Mstep: Class 8 contains 1075 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 2417 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12887 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6658 members 
Mstep: Class 15 contains 36706 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2909 members 
Mstep: Class 19 contains 15457 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8762 members 
Mstep: Class 22 contains 8040 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13584 members 
Mstep: Class 25 contains 4830 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5002 members 
Mstep: Class 28 contains 6709 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110531 members 
Mstep: Class 31 contains 4718 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20761 members 
Mstep: Class 34 contains 14620 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3207 members 
Mstep: Class 37 contains 7649 members 
Mstep: Class 38 contains 9555 members 
Mstep: Class 39 contains 6203 members 
Mstep: Class 40 contains 1338 members 
Mstep: Class 41 contains 9165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898260.000000 Penalty: 87236.164062
Iteration 144Q: 42 clusters Score -4.089826e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 36248 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 44727 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 41752 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4097 members 
Mstep: Class 12 contains 12859 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 36712 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 8038 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13561 members 
Mstep: Class 25 contains 4800 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5017 members 
Mstep: Class 28 contains 6712 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110527 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20759 members 
Mstep: Class 34 contains 14625 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3207 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9576 members 
Mstep: Class 39 contains 6232 members 
Mstep: Class 40 contains 1342 members 
Mstep: Class 41 contains 9171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898244.000000 Penalty: 87236.164062
Iteration 145Q: 42 clusters Score -4.089824e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 36250 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 44724 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 41744 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12834 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 36718 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 8035 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13545 members 
Mstep: Class 25 contains 4772 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5027 members 
Mstep: Class 28 contains 6717 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110522 members 
Mstep: Class 31 contains 4720 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20754 members 
Mstep: Class 34 contains 14632 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3207 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9603 members 
Mstep: Class 39 contains 6250 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898296.000000 Penalty: 87236.164062
Iteration 146Q: 42 clusters Score -4.08983e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 36253 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 44717 members 
Mstep: Class 6 contains 4780 members 
Mstep: Class 7 contains 41735 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12816 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 36723 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 15454 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 8034 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13532 members 
Mstep: Class 25 contains 4747 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5041 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110516 members 
Mstep: Class 31 contains 4719 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20751 members 
Mstep: Class 34 contains 14636 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9627 members 
Mstep: Class 39 contains 6270 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898312.000000 Penalty: 87236.164062
Iteration 147Q: 42 clusters Score -4.089831e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 36253 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44714 members 
Mstep: Class 6 contains 4781 members 
Mstep: Class 7 contains 41725 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 12796 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 36726 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 15456 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8766 members 
Mstep: Class 22 contains 8031 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13516 members 
Mstep: Class 25 contains 4725 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5053 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110513 members 
Mstep: Class 31 contains 4720 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20746 members 
Mstep: Class 34 contains 14643 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9647 members 
Mstep: Class 39 contains 6289 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898372.000000 Penalty: 87236.164062
Iteration 148Q: 42 clusters Score -4.089837e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 36254 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 41720 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 12785 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6656 members 
Mstep: Class 15 contains 36730 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2910 members 
Mstep: Class 19 contains 15453 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8767 members 
Mstep: Class 22 contains 8030 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13507 members 
Mstep: Class 25 contains 4704 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5065 members 
Mstep: Class 28 contains 6723 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110510 members 
Mstep: Class 31 contains 4716 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20742 members 
Mstep: Class 34 contains 14644 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9655 members 
Mstep: Class 39 contains 6311 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898428.000000 Penalty: 87236.164062
Iteration 149Q: 42 clusters Score -4.089843e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 4789 members 
Mstep: Class 7 contains 41713 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4100 members 
Mstep: Class 12 contains 12770 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36736 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15453 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8765 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13497 members 
Mstep: Class 25 contains 4689 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5072 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110505 members 
Mstep: Class 31 contains 4715 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20741 members 
Mstep: Class 34 contains 14648 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7650 members 
Mstep: Class 38 contains 9662 members 
Mstep: Class 39 contains 6324 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898388.000000 Penalty: 87236.164062
Iteration 150Q: 42 clusters Score -4.089839e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44706 members 
Mstep: Class 6 contains 4793 members 
Mstep: Class 7 contains 41707 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4187 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4101 members 
Mstep: Class 12 contains 12759 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36742 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15450 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 8029 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13482 members 
Mstep: Class 25 contains 4674 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5081 members 
Mstep: Class 28 contains 6723 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110499 members 
Mstep: Class 31 contains 4713 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20739 members 
Mstep: Class 34 contains 14647 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 9676 members 
Mstep: Class 39 contains 6334 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898372.000000 Penalty: 87236.164062
Iteration 151Q: 42 clusters Score -4.089837e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 36261 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44712 members 
Mstep: Class 6 contains 4797 members 
Mstep: Class 7 contains 41702 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 2420 members 
Mstep: Class 11 contains 4102 members 
Mstep: Class 12 contains 12750 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36745 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15443 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8768 members 
Mstep: Class 22 contains 8028 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13467 members 
Mstep: Class 25 contains 4667 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5088 members 
Mstep: Class 28 contains 6725 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110495 members 
Mstep: Class 31 contains 4710 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20736 members 
Mstep: Class 34 contains 14650 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 9681 members 
Mstep: Class 39 contains 6340 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898360.000000 Penalty: 87236.164062
Iteration 152Q: 42 clusters Score -4.089836e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 36261 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44707 members 
Mstep: Class 6 contains 4804 members 
Mstep: Class 7 contains 41700 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4188 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12744 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36746 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15438 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8772 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 4196 members 
Mstep: Class 24 contains 13446 members 
Mstep: Class 25 contains 4657 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5102 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110493 members 
Mstep: Class 31 contains 4710 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20733 members 
Mstep: Class 34 contains 14652 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7651 members 
Mstep: Class 38 contains 9687 members 
Mstep: Class 39 contains 6346 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898428.000000 Penalty: 87236.164062
Iteration 153Q: 42 clusters Score -4.089843e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44697 members 
Mstep: Class 6 contains 4811 members 
Mstep: Class 7 contains 41700 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4190 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12742 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36746 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15431 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8774 members 
Mstep: Class 22 contains 8027 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13422 members 
Mstep: Class 25 contains 4643 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5116 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110493 members 
Mstep: Class 31 contains 4711 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20733 members 
Mstep: Class 34 contains 14653 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7652 members 
Mstep: Class 38 contains 9695 members 
Mstep: Class 39 contains 6355 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898424.000000 Penalty: 87236.164062
Iteration 154Q: 42 clusters Score -4.089842e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1198 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 44687 members 
Mstep: Class 6 contains 4816 members 
Mstep: Class 7 contains 41701 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4192 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4099 members 
Mstep: Class 12 contains 12737 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36747 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15423 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8777 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13402 members 
Mstep: Class 25 contains 4638 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5130 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110492 members 
Mstep: Class 31 contains 4711 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20730 members 
Mstep: Class 34 contains 14658 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7653 members 
Mstep: Class 38 contains 9699 members 
Mstep: Class 39 contains 6365 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898412.000000 Penalty: 87236.164062
Iteration 155Q: 42 clusters Score -4.089841e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 4824 members 
Mstep: Class 7 contains 41700 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12733 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36748 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8779 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13385 members 
Mstep: Class 25 contains 4637 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5142 members 
Mstep: Class 28 contains 6723 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110491 members 
Mstep: Class 31 contains 4708 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20729 members 
Mstep: Class 34 contains 14659 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9701 members 
Mstep: Class 39 contains 6370 members 
Mstep: Class 40 contains 1346 members 
Mstep: Class 41 contains 9299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898400.000000 Penalty: 87236.164062
Iteration 156Q: 42 clusters Score -4.08984e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 36261 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44679 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1074 members 
Mstep: Class 9 contains 4193 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12728 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6655 members 
Mstep: Class 15 contains 36753 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15425 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8781 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13375 members 
Mstep: Class 25 contains 4628 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5154 members 
Mstep: Class 28 contains 6723 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110486 members 
Mstep: Class 31 contains 4708 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20723 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9703 members 
Mstep: Class 39 contains 6374 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898448.000000 Penalty: 87236.164062
Iteration 157Q: 42 clusters Score -4.089845e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44676 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41691 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4194 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12725 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6654 members 
Mstep: Class 15 contains 36757 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15422 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8782 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13363 members 
Mstep: Class 25 contains 4621 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5165 members 
Mstep: Class 28 contains 6725 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110483 members 
Mstep: Class 31 contains 4708 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20714 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9710 members 
Mstep: Class 39 contains 6378 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898416.000000 Penalty: 87236.164062
Iteration 158Q: 42 clusters Score -4.089842e+07 nChanged 83
Entering ConstructFrom: 
Score: -40898416.000000 Penalty: 87236.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Entering Unmasked Estep 
Score: -1121871.500000 Penalty: 1535.149048
	Iteration 0F: 2 clusters Score -1121872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1112987.250000 Penalty: 3070.298096
	Iteration 0F: 3 clusters Score -1112987 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1115895.875000 Penalty: 3070.298096
	Iteration 1F: 3 clusters Score -1115896 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1116198.500000 Penalty: 3070.298096
	Iteration 2F: 3 clusters Score -1116198 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -1116434.250000 Penalty: 3070.298096
	Iteration 3Q: 3 clusters Score -1116434 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1116636.875000 Penalty: 3070.298096
	Iteration 4Q: 3 clusters Score -1116637 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1116783.625000 Penalty: 3070.298096
	Iteration 5Q: 3 clusters Score -1116784 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1116912.000000 Penalty: 3070.298096
	Iteration 6Q: 3 clusters Score -1116912 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1117023.875000 Penalty: 3070.298096
	Iteration 7Q: 3 clusters Score -1117024 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1117158.000000 Penalty: 3070.298096
	Iteration 8Q: 3 clusters Score -1117158 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1117311.000000 Penalty: 3070.298096
	Iteration 9Q: 3 clusters Score -1117311 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1117447.500000 Penalty: 3070.298096
	Iteration 10Q: 3 clusters Score -1117448 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1117570.125000 Penalty: 3070.298096
	Iteration 11Q: 3 clusters Score -1117570 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1117694.500000 Penalty: 3070.298096
	Iteration 12Q: 3 clusters Score -1117694 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1117815.375000 Penalty: 3070.298096
	Iteration 13Q: 3 clusters Score -1117815 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1117943.625000 Penalty: 3070.298096
	Iteration 14Q: 3 clusters Score -1117944 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1118069.375000 Penalty: 3070.298096
	Iteration 15Q: 3 clusters Score -1118069 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1118184.375000 Penalty: 3070.298096
	Iteration 16Q: 3 clusters Score -1118184 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1118285.000000 Penalty: 3070.298096
	Iteration 17Q: 3 clusters Score -1118285 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1118389.500000 Penalty: 3070.298096
	Iteration 18Q: 3 clusters Score -1118390 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1118520.750000 Penalty: 3070.298096
	Iteration 19Q: 3 clusters Score -1118521 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1118667.875000 Penalty: 3070.298096
	Iteration 20F: 3 clusters Score -1118668 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1118838.625000 Penalty: 3070.298096
	Iteration 21Q: 3 clusters Score -1118839 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1118996.500000 Penalty: 3070.298096
	Iteration 22Q: 3 clusters Score -1118996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -1119152.500000 Penalty: 3070.298096
	Iteration 23Q: 3 clusters Score -1119152 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1119303.000000 Penalty: 3070.298096
	Iteration 24Q: 3 clusters Score -1119303 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1119450.125000 Penalty: 3070.298096
	Iteration 25Q: 3 clusters Score -1119450 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -1119602.125000 Penalty: 3070.298096
	Iteration 26Q: 3 clusters Score -1119602 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -1119762.250000 Penalty: 3070.298096
	Iteration 27Q: 3 clusters Score -1119762 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1119925.250000 Penalty: 3070.298096
	Iteration 28Q: 3 clusters Score -1119925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1120061.125000 Penalty: 3070.298096
	Iteration 29Q: 3 clusters Score -1120061 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -1120185.250000 Penalty: 3070.298096
	Iteration 30Q: 3 clusters Score -1120185 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -1120271.500000 Penalty: 3070.298096
	Iteration 31Q: 3 clusters Score -1120272 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1120350.500000 Penalty: 3070.298096
	Iteration 32Q: 3 clusters Score -1120350 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1120426.750000 Penalty: 3070.298096
	Iteration 33Q: 3 clusters Score -1120427 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1120475.125000 Penalty: 3070.298096
	Iteration 34Q: 3 clusters Score -1120475 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1120509.750000 Penalty: 3070.298096
	Iteration 35Q: 3 clusters Score -1120510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 12256 members 
Entering Unmasked Estep 
Score: -1120528.125000 Penalty: 3070.298096
	Iteration 36Q: 3 clusters Score -1120528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -1120545.750000 Penalty: 3070.298096
	Iteration 37Q: 3 clusters Score -1120546 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1120561.125000 Penalty: 3070.298096
	Iteration 38Q: 3 clusters Score -1120561 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -1120569.125000 Penalty: 3070.298096
	Iteration 39Q: 3 clusters Score -1120569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12312 members 
Entering Unmasked Estep 
Score: -1120573.500000 Penalty: 3070.298096
	Iteration 40F: 3 clusters Score -1120574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -1120576.125000 Penalty: 3070.298096
	Iteration 41Q: 3 clusters Score -1120576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1120579.125000 Penalty: 3070.298096
	Iteration 42Q: 3 clusters Score -1120579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1120582.125000 Penalty: 3070.298096
	Iteration 43Q: 3 clusters Score -1120582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -1120586.125000 Penalty: 3070.298096
	Iteration 44Q: 3 clusters Score -1120586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -1120586.875000 Penalty: 3070.298096
	Iteration 45Q: 3 clusters Score -1120587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -1120588.000000 Penalty: 3070.298096
	Iteration 46Q: 3 clusters Score -1120588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1120590.250000 Penalty: 3070.298096
	Iteration 47Q: 3 clusters Score -1120590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1120590.625000 Penalty: 3070.298096
	Iteration 48Q: 3 clusters Score -1120591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1120590.625000 Penalty: 3070.298096
	Iteration 49F: 3 clusters Score -1120591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Entering Unmasked Estep 
Score: -3216221.250000 Penalty: 1706.014893
	Iteration 0F: 2 clusters Score -3216221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -3191880.250000 Penalty: 3412.029785
	Iteration 0F: 3 clusters Score -3191880 nChanged 16835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -3201041.750000 Penalty: 3412.029785
	Iteration 1F: 3 clusters Score -3201042 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3201419.000000 Penalty: 3412.029785
	Iteration 2Q: 3 clusters Score -3201419 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -3201761.000000 Penalty: 3412.029785
	Iteration 3Q: 3 clusters Score -3201761 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3202146.500000 Penalty: 3412.029785
	Iteration 4Q: 3 clusters Score -3202146 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -3202671.000000 Penalty: 3412.029785
	Iteration 5Q: 3 clusters Score -3202671 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -3203369.250000 Penalty: 3412.029785
	Iteration 6Q: 3 clusters Score -3203369 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -3204435.250000 Penalty: 3412.029785
	Iteration 7F: 3 clusters Score -3204435 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -3206003.750000 Penalty: 3412.029785
	Iteration 8F: 3 clusters Score -3206004 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3208069.250000 Penalty: 3412.029785
	Iteration 9F: 3 clusters Score -3208069 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -3210356.000000 Penalty: 3412.029785
	Iteration 10F: 3 clusters Score -3210356 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 33568 members 
Entering Unmasked Estep 
Score: -3212237.000000 Penalty: 3412.029785
	Iteration 11F: 3 clusters Score -3212237 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34945 members 
Entering Unmasked Estep 
Score: -3213532.500000 Penalty: 3412.029785
	Iteration 12Q: 3 clusters Score -3213532 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -3214174.500000 Penalty: 3412.029785
	Iteration 13Q: 3 clusters Score -3214174 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -3214460.750000 Penalty: 3412.029785
	Iteration 14Q: 3 clusters Score -3214461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3214592.000000 Penalty: 3412.029785
	Iteration 15Q: 3 clusters Score -3214592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -3214662.000000 Penalty: 3412.029785
	Iteration 16Q: 3 clusters Score -3214662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -3214690.500000 Penalty: 3412.029785
	Iteration 17Q: 3 clusters Score -3214690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -3214703.500000 Penalty: 3412.029785
	Iteration 18Q: 3 clusters Score -3214704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -3214714.000000 Penalty: 3412.029785
	Iteration 19Q: 3 clusters Score -3214714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 36103 members 
Entering Unmasked Estep 
Score: -3214726.000000 Penalty: 3412.029785
	Iteration 20F: 3 clusters Score -3214726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -3214728.250000 Penalty: 3412.029785
	Iteration 21Q: 3 clusters Score -3214728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3214732.750000 Penalty: 3412.029785
	Iteration 22Q: 3 clusters Score -3214733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -3214739.250000 Penalty: 3412.029785
	Iteration 23Q: 3 clusters Score -3214739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3214739.750000 Penalty: 3412.029785
	Iteration 24Q: 3 clusters Score -3214740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 36106 members 
Entering Unmasked Estep 
Score: -3214739.750000 Penalty: 3412.029785
	Iteration 25F: 3 clusters Score -3214740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Entering Unmasked Estep 
Score: -79698.085938 Penalty: 1151.730713
	Iteration 0F: 2 clusters Score -79698.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78239.109375 Penalty: 2303.461426
	Iteration 0F: 3 clusters Score -78239.11 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78822.226562 Penalty: 2303.461426
	Iteration 1F: 3 clusters Score -78822.23 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -79037.226562 Penalty: 2303.461426
	Iteration 2F: 3 clusters Score -79037.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -79130.570312 Penalty: 2303.461426
	Iteration 3F: 3 clusters Score -79130.57 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79167.265625 Penalty: 2303.461426
	Iteration 4Q: 3 clusters Score -79167.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -79180.500000 Penalty: 2303.461426
	Iteration 5Q: 3 clusters Score -79180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -79189.546875 Penalty: 2303.461426
	Iteration 6Q: 3 clusters Score -79189.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -79196.679688 Penalty: 2303.461426
	Iteration 7Q: 3 clusters Score -79196.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79203.351562 Penalty: 2303.461426
	Iteration 8Q: 3 clusters Score -79203.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79206.164062 Penalty: 2303.461426
	Iteration 9Q: 3 clusters Score -79206.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -79209.710938 Penalty: 2303.461426
	Iteration 10Q: 3 clusters Score -79209.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -79213.304688 Penalty: 2303.461426
	Iteration 11Q: 3 clusters Score -79213.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -79216.507812 Penalty: 2303.461426
	Iteration 12Q: 3 clusters Score -79216.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79219.601562 Penalty: 2303.461426
	Iteration 13Q: 3 clusters Score -79219.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79221.617188 Penalty: 2303.461426
	Iteration 14Q: 3 clusters Score -79221.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79222.726562 Penalty: 2303.461426
	Iteration 15Q: 3 clusters Score -79222.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79223.984375 Penalty: 2303.461426
	Iteration 16Q: 3 clusters Score -79223.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -79225.039062 Penalty: 2303.461426
	Iteration 17Q: 3 clusters Score -79225.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79225.382812 Penalty: 2303.461426
	Iteration 18Q: 3 clusters Score -79225.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -79226.328125 Penalty: 2303.461426
	Iteration 19Q: 3 clusters Score -79226.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -79227.156250 Penalty: 2303.461426
	Iteration 20F: 3 clusters Score -79227.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -321371.562500 Penalty: 1336.774658
	Iteration 0F: 2 clusters Score -321371.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -318234.343750 Penalty: 2673.549316
	Iteration 0F: 3 clusters Score -318234.3 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -319089.593750 Penalty: 2673.549316
	Iteration 1F: 3 clusters Score -319089.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -319371.687500 Penalty: 2673.549316
	Iteration 2F: 3 clusters Score -319371.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -319632.718750 Penalty: 2673.549316
	Iteration 3F: 3 clusters Score -319632.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -319847.250000 Penalty: 2673.549316
	Iteration 4F: 3 clusters Score -319847.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -320013.968750 Penalty: 2673.549316
	Iteration 5F: 3 clusters Score -320014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -320164.750000 Penalty: 2673.549316
	Iteration 6F: 3 clusters Score -320164.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -320294.062500 Penalty: 2673.549316
	Iteration 7Q: 3 clusters Score -320294.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -320432.625000 Penalty: 2673.549316
	Iteration 8Q: 3 clusters Score -320432.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -320553.875000 Penalty: 2673.549316
	Iteration 9Q: 3 clusters Score -320553.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -320630.093750 Penalty: 2673.549316
	Iteration 10Q: 3 clusters Score -320630.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -320686.031250 Penalty: 2673.549316
	Iteration 11Q: 3 clusters Score -320686 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -320728.625000 Penalty: 2673.549316
	Iteration 12Q: 3 clusters Score -320728.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -320754.843750 Penalty: 2673.549316
	Iteration 13Q: 3 clusters Score -320754.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -320770.781250 Penalty: 2673.549316
	Iteration 14Q: 3 clusters Score -320770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -320782.812500 Penalty: 2673.549316
	Iteration 15Q: 3 clusters Score -320782.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -320793.937500 Penalty: 2673.549316
	Iteration 16Q: 3 clusters Score -320793.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -320804.281250 Penalty: 2673.549316
	Iteration 17Q: 3 clusters Score -320804.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -320810.000000 Penalty: 2673.549316
	Iteration 18Q: 3 clusters Score -320810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -320815.156250 Penalty: 2673.549316
	Iteration 19Q: 3 clusters Score -320815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -320817.781250 Penalty: 2673.549316
	Iteration 20F: 3 clusters Score -320817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -320821.718750 Penalty: 2673.549316
	Iteration 21Q: 3 clusters Score -320821.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -320825.562500 Penalty: 2673.549316
	Iteration 22Q: 3 clusters Score -320825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -320825.906250 Penalty: 2673.549316
	Iteration 23Q: 3 clusters Score -320825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -320830.250000 Penalty: 2673.549316
	Iteration 24Q: 3 clusters Score -320830.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -320832.531250 Penalty: 2673.549316
	Iteration 25Q: 3 clusters Score -320832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -320834.093750 Penalty: 2673.549316
	Iteration 26Q: 3 clusters Score -320834.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -320834.812500 Penalty: 2673.549316
	Iteration 27Q: 3 clusters Score -320834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -320835.593750 Penalty: 2673.549316
	Iteration 28Q: 3 clusters Score -320835.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -320836.750000 Penalty: 2673.549316
	Iteration 29Q: 3 clusters Score -320836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -320838.125000 Penalty: 2673.549316
	Iteration 30Q: 3 clusters Score -320838.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -320838.125000 Penalty: 2673.549316
	Iteration 31F: 3 clusters Score -320838.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Entering Unmasked Estep 
Score: -3923166.250000 Penalty: 1739.922363
	Iteration 0F: 2 clusters Score -3923166 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 22304 members 
Entering Unmasked Estep 
Score: -3893233.250000 Penalty: 3479.844727
	Iteration 0F: 3 clusters Score -3893233 nChanged 20910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 22106 members 
Entering Unmasked Estep 
Score: -3905012.000000 Penalty: 3479.844727
	Iteration 1F: 3 clusters Score -3905012 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22740 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3905504.500000 Penalty: 3479.844727
	Iteration 2Q: 3 clusters Score -3905504 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -3905965.000000 Penalty: 3479.844727
	Iteration 3Q: 3 clusters Score -3905965 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -3906526.750000 Penalty: 3479.844727
	Iteration 4Q: 3 clusters Score -3906527 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -3907168.250000 Penalty: 3479.844727
	Iteration 5Q: 3 clusters Score -3907168 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -3907967.250000 Penalty: 3479.844727
	Iteration 6Q: 3 clusters Score -3907967 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3909016.500000 Penalty: 3479.844727
	Iteration 7Q: 3 clusters Score -3909016 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -3910323.500000 Penalty: 3479.844727
	Iteration 8F: 3 clusters Score -3910324 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3911835.250000 Penalty: 3479.844727
	Iteration 9F: 3 clusters Score -3911835 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -3913455.500000 Penalty: 3479.844727
	Iteration 10F: 3 clusters Score -3913456 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3914837.500000 Penalty: 3479.844727
	Iteration 11Q: 3 clusters Score -3914838 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 16221 members 
Entering Unmasked Estep 
Score: -3915738.500000 Penalty: 3479.844727
	Iteration 12Q: 3 clusters Score -3915738 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3916220.750000 Penalty: 3479.844727
	Iteration 13Q: 3 clusters Score -3916221 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3916517.500000 Penalty: 3479.844727
	Iteration 14Q: 3 clusters Score -3916518 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -3916778.750000 Penalty: 3479.844727
	Iteration 15Q: 3 clusters Score -3916779 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -3917019.000000 Penalty: 3479.844727
	Iteration 16Q: 3 clusters Score -3917019 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -3917223.750000 Penalty: 3479.844727
	Iteration 17Q: 3 clusters Score -3917224 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -3917441.500000 Penalty: 3479.844727
	Iteration 18Q: 3 clusters Score -3917442 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -3917647.000000 Penalty: 3479.844727
	Iteration 19Q: 3 clusters Score -3917647 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3917838.000000 Penalty: 3479.844727
	Iteration 20F: 3 clusters Score -3917838 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3918025.750000 Penalty: 3479.844727
	Iteration 21Q: 3 clusters Score -3918026 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -3918162.250000 Penalty: 3479.844727
	Iteration 22Q: 3 clusters Score -3918162 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3918256.000000 Penalty: 3479.844727
	Iteration 23Q: 3 clusters Score -3918256 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3918357.500000 Penalty: 3479.844727
	Iteration 24Q: 3 clusters Score -3918358 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -3918419.250000 Penalty: 3479.844727
	Iteration 25Q: 3 clusters Score -3918419 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33200 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3918490.000000 Penalty: 3479.844727
	Iteration 26Q: 3 clusters Score -3918490 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -3918558.500000 Penalty: 3479.844727
	Iteration 27Q: 3 clusters Score -3918558 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33726 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3918594.750000 Penalty: 3479.844727
	Iteration 28Q: 3 clusters Score -3918595 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -3918652.750000 Penalty: 3479.844727
	Iteration 29Q: 3 clusters Score -3918653 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -3918686.500000 Penalty: 3479.844727
	Iteration 30Q: 3 clusters Score -3918686 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34412 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3918729.750000 Penalty: 3479.844727
	Iteration 31Q: 3 clusters Score -3918730 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -3918751.000000 Penalty: 3479.844727
	Iteration 32Q: 3 clusters Score -3918751 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -3918800.000000 Penalty: 3479.844727
	Iteration 33Q: 3 clusters Score -3918800 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -3918825.750000 Penalty: 3479.844727
	Iteration 34Q: 3 clusters Score -3918826 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -3918859.250000 Penalty: 3479.844727
	Iteration 35Q: 3 clusters Score -3918859 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35568 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -3918883.250000 Penalty: 3479.844727
	Iteration 36Q: 3 clusters Score -3918883 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -3918913.000000 Penalty: 3479.844727
	Iteration 37Q: 3 clusters Score -3918913 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -3918944.500000 Penalty: 3479.844727
	Iteration 38Q: 3 clusters Score -3918944 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36173 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -3918972.750000 Penalty: 3479.844727
	Iteration 39Q: 3 clusters Score -3918973 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3919007.750000 Penalty: 3479.844727
	Iteration 40F: 3 clusters Score -3919008 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -3919064.000000 Penalty: 3479.844727
	Iteration 41Q: 3 clusters Score -3919064 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36817 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -3919100.250000 Penalty: 3479.844727
	Iteration 42Q: 3 clusters Score -3919100 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37066 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3919143.500000 Penalty: 3479.844727
	Iteration 43Q: 3 clusters Score -3919144 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -3919206.750000 Penalty: 3479.844727
	Iteration 44Q: 3 clusters Score -3919207 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37593 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -3919269.000000 Penalty: 3479.844727
	Iteration 45Q: 3 clusters Score -3919269 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37890 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -3919303.750000 Penalty: 3479.844727
	Iteration 46Q: 3 clusters Score -3919304 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -3919377.500000 Penalty: 3479.844727
	Iteration 47Q: 3 clusters Score -3919378 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -3919454.250000 Penalty: 3479.844727
	Iteration 48Q: 3 clusters Score -3919454 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38820 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -3919561.750000 Penalty: 3479.844727
	Iteration 49Q: 3 clusters Score -3919562 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -3919640.750000 Penalty: 3479.844727
	Iteration 50Q: 3 clusters Score -3919641 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39527 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -3919751.000000 Penalty: 3479.844727
	Iteration 51Q: 3 clusters Score -3919751 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39912 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -3919880.750000 Penalty: 3479.844727
	Iteration 52Q: 3 clusters Score -3919881 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3920022.750000 Penalty: 3479.844727
	Iteration 53Q: 3 clusters Score -3920023 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40727 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -3920199.250000 Penalty: 3479.844727
	Iteration 54Q: 3 clusters Score -3920199 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3920393.000000 Penalty: 3479.844727
	Iteration 55Q: 3 clusters Score -3920393 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3920582.250000 Penalty: 3479.844727
	Iteration 56Q: 3 clusters Score -3920582 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3920754.500000 Penalty: 3479.844727
	Iteration 57Q: 3 clusters Score -3920754 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -3920882.750000 Penalty: 3479.844727
	Iteration 58Q: 3 clusters Score -3920883 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42571 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3920995.000000 Penalty: 3479.844727
	Iteration 59Q: 3 clusters Score -3920995 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3921091.250000 Penalty: 3479.844727
	Iteration 60F: 3 clusters Score -3921091 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -3921192.250000 Penalty: 3479.844727
	Iteration 61Q: 3 clusters Score -3921192 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -3921264.500000 Penalty: 3479.844727
	Iteration 62Q: 3 clusters Score -3921264 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -3921337.000000 Penalty: 3479.844727
	Iteration 63Q: 3 clusters Score -3921337 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3921417.000000 Penalty: 3479.844727
	Iteration 64Q: 3 clusters Score -3921417 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3921465.500000 Penalty: 3479.844727
	Iteration 65Q: 3 clusters Score -3921466 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3921493.000000 Penalty: 3479.844727
	Iteration 66Q: 3 clusters Score -3921493 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3921525.500000 Penalty: 3479.844727
	Iteration 67Q: 3 clusters Score -3921526 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -3921555.500000 Penalty: 3479.844727
	Iteration 68Q: 3 clusters Score -3921556 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3921576.500000 Penalty: 3479.844727
	Iteration 69Q: 3 clusters Score -3921576 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43847 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3921608.500000 Penalty: 3479.844727
	Iteration 70Q: 3 clusters Score -3921608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3921621.000000 Penalty: 3479.844727
	Iteration 71Q: 3 clusters Score -3921621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3921645.750000 Penalty: 3479.844727
	Iteration 72Q: 3 clusters Score -3921646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43942 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3921661.000000 Penalty: 3479.844727
	Iteration 73Q: 3 clusters Score -3921661 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43962 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -3921672.000000 Penalty: 3479.844727
	Iteration 74Q: 3 clusters Score -3921672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3921687.250000 Penalty: 3479.844727
	Iteration 75Q: 3 clusters Score -3921687 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3921695.750000 Penalty: 3479.844727
	Iteration 76Q: 3 clusters Score -3921696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3921704.250000 Penalty: 3479.844727
	Iteration 77Q: 3 clusters Score -3921704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3921707.750000 Penalty: 3479.844727
	Iteration 78Q: 3 clusters Score -3921708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44026 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3921717.250000 Penalty: 3479.844727
	Iteration 79Q: 3 clusters Score -3921717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3921727.250000 Penalty: 3479.844727
	Iteration 80F: 3 clusters Score -3921727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3921727.000000 Penalty: 3479.844727
	Iteration 81Q: 3 clusters Score -3921727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3921728.000000 Penalty: 3479.844727
	Iteration 82Q: 3 clusters Score -3921728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3921732.750000 Penalty: 3479.844727
	Iteration 83Q: 3 clusters Score -3921733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3921730.000000 Penalty: 3479.844727
	Iteration 84Q: 3 clusters Score -3921730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3921728.500000 Penalty: 3479.844727
	Iteration 85Q: 3 clusters Score -3921728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44050 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -3921728.500000 Penalty: 3479.844727
	Iteration 86F: 3 clusters Score -3921728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Entering Unmasked Estep 
Score: -416022.718750 Penalty: 1378.557373
	Iteration 0F: 2 clusters Score -416022.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -412162.718750 Penalty: 2757.114746
	Iteration 0F: 3 clusters Score -412162.7 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -413289.187500 Penalty: 2757.114746
	Iteration 1F: 3 clusters Score -413289.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -413583.218750 Penalty: 2757.114746
	Iteration 2F: 3 clusters Score -413583.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -413963.937500 Penalty: 2757.114746
	Iteration 3F: 3 clusters Score -413963.9 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -414475.843750 Penalty: 2757.114746
	Iteration 4F: 3 clusters Score -414475.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -414981.906250 Penalty: 2757.114746
	Iteration 5F: 3 clusters Score -414981.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -415345.562500 Penalty: 2757.114746
	Iteration 6F: 3 clusters Score -415345.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -415620.062500 Penalty: 2757.114746
	Iteration 7F: 3 clusters Score -415620.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -415810.812500 Penalty: 2757.114746
	Iteration 8Q: 3 clusters Score -415810.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -415997.906250 Penalty: 2757.114746
	Iteration 9Q: 3 clusters Score -415997.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -416163.437500 Penalty: 2757.114746
	Iteration 10Q: 3 clusters Score -416163.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -416254.312500 Penalty: 2757.114746
	Iteration 11Q: 3 clusters Score -416254.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -416303.343750 Penalty: 2757.114746
	Iteration 12Q: 3 clusters Score -416303.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -416316.312500 Penalty: 2757.114746
	Iteration 13Q: 3 clusters Score -416316.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -416328.625000 Penalty: 2757.114746
	Iteration 14Q: 3 clusters Score -416328.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -416339.000000 Penalty: 2757.114746
	Iteration 15Q: 3 clusters Score -416339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -416344.468750 Penalty: 2757.114746
	Iteration 16Q: 3 clusters Score -416344.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -416348.437500 Penalty: 2757.114746
	Iteration 17Q: 3 clusters Score -416348.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -416352.468750 Penalty: 2757.114746
	Iteration 18Q: 3 clusters Score -416352.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -416356.031250 Penalty: 2757.114746
	Iteration 19Q: 3 clusters Score -416356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -416361.687500 Penalty: 2757.114746
	Iteration 20F: 3 clusters Score -416361.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -416369.343750 Penalty: 2757.114746
	Iteration 21Q: 3 clusters Score -416369.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -416376.093750 Penalty: 2757.114746
	Iteration 22Q: 3 clusters Score -416376.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -416387.281250 Penalty: 2757.114746
	Iteration 23Q: 3 clusters Score -416387.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -416402.593750 Penalty: 2757.114746
	Iteration 24Q: 3 clusters Score -416402.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -416442.750000 Penalty: 2757.114746
	Iteration 25Q: 3 clusters Score -416442.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -416476.406250 Penalty: 2757.114746
	Iteration 26Q: 3 clusters Score -416476.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -416523.187500 Penalty: 2757.114746
	Iteration 27Q: 3 clusters Score -416523.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -416544.562500 Penalty: 2757.114746
	Iteration 28Q: 3 clusters Score -416544.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -416549.593750 Penalty: 2757.114746
	Iteration 29Q: 3 clusters Score -416549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -416550.562500 Penalty: 2757.114746
	Iteration 30Q: 3 clusters Score -416550.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -416552.343750 Penalty: 2757.114746
	Iteration 31Q: 3 clusters Score -416552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -416552.343750 Penalty: 2757.114746
	Iteration 32F: 3 clusters Score -416552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 3949 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 885 members 
Entering Unmasked Estep 
Score: -40898244.000000 Penalty: 89363.875000
Splitting cluster 6 changes total score from -40898416.000000 to -40898244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Entering Unmasked Estep 
Score: -3716127.500000 Penalty: 1728.662109
	Iteration 0F: 2 clusters Score -3716128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -3688285.500000 Penalty: 3457.324219
	Iteration 0F: 3 clusters Score -3688286 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -3699677.750000 Penalty: 3457.324219
	Iteration 1F: 3 clusters Score -3699678 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3701355.250000 Penalty: 3457.324219
	Iteration 2F: 3 clusters Score -3701355 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -3703977.500000 Penalty: 3457.324219
	Iteration 3F: 3 clusters Score -3703978 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -3706975.500000 Penalty: 3457.324219
	Iteration 4F: 3 clusters Score -3706976 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -3709526.500000 Penalty: 3457.324219
	Iteration 5F: 3 clusters Score -3709526 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -3711200.750000 Penalty: 3457.324219
	Iteration 6F: 3 clusters Score -3711201 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -3712340.500000 Penalty: 3457.324219
	Iteration 7Q: 3 clusters Score -3712340 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 38341 members 
Entering Unmasked Estep 
Score: -3713054.500000 Penalty: 3457.324219
	Iteration 8Q: 3 clusters Score -3713054 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 39123 members 
Entering Unmasked Estep 
Score: -3713536.250000 Penalty: 3457.324219
	Iteration 9Q: 3 clusters Score -3713536 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -3713875.250000 Penalty: 3457.324219
	Iteration 10Q: 3 clusters Score -3713875 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -3714083.500000 Penalty: 3457.324219
	Iteration 11Q: 3 clusters Score -3714084 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -3714254.250000 Penalty: 3457.324219
	Iteration 12Q: 3 clusters Score -3714254 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -3714362.000000 Penalty: 3457.324219
	Iteration 13Q: 3 clusters Score -3714362 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -3714444.500000 Penalty: 3457.324219
	Iteration 14Q: 3 clusters Score -3714444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -3714513.750000 Penalty: 3457.324219
	Iteration 15Q: 3 clusters Score -3714514 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -3714561.250000 Penalty: 3457.324219
	Iteration 16Q: 3 clusters Score -3714561 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -3714592.750000 Penalty: 3457.324219
	Iteration 17Q: 3 clusters Score -3714593 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -3714639.250000 Penalty: 3457.324219
	Iteration 18Q: 3 clusters Score -3714639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -3714664.500000 Penalty: 3457.324219
	Iteration 19Q: 3 clusters Score -3714664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -3714678.250000 Penalty: 3457.324219
	Iteration 20F: 3 clusters Score -3714678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 41077 members 
Entering Unmasked Estep 
Score: -3714689.250000 Penalty: 3457.324219
	Iteration 21Q: 3 clusters Score -3714689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 41083 members 
Entering Unmasked Estep 
Score: -3714704.500000 Penalty: 3457.324219
	Iteration 22Q: 3 clusters Score -3714704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 41093 members 
Entering Unmasked Estep 
Score: -3714714.500000 Penalty: 3457.324219
	Iteration 23Q: 3 clusters Score -3714714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -3714722.000000 Penalty: 3457.324219
	Iteration 24Q: 3 clusters Score -3714722 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -3714730.750000 Penalty: 3457.324219
	Iteration 25Q: 3 clusters Score -3714731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 41116 members 
Entering Unmasked Estep 
Score: -3714737.250000 Penalty: 3457.324219
	Iteration 26Q: 3 clusters Score -3714737 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -3714746.000000 Penalty: 3457.324219
	Iteration 27Q: 3 clusters Score -3714746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -3714750.750000 Penalty: 3457.324219
	Iteration 28Q: 3 clusters Score -3714751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -3714759.500000 Penalty: 3457.324219
	Iteration 29Q: 3 clusters Score -3714760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -3714761.500000 Penalty: 3457.324219
	Iteration 30Q: 3 clusters Score -3714762 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -3714768.000000 Penalty: 3457.324219
	Iteration 31Q: 3 clusters Score -3714768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -3714769.250000 Penalty: 3457.324219
	Iteration 32Q: 3 clusters Score -3714769 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41146 members 
Entering Unmasked Estep 
Score: -3714777.000000 Penalty: 3457.324219
	Iteration 33Q: 3 clusters Score -3714777 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41151 members 
Entering Unmasked Estep 
Score: -3714776.250000 Penalty: 3457.324219
	Iteration 34Q: 3 clusters Score -3714776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -3714780.000000 Penalty: 3457.324219
	Iteration 35Q: 3 clusters Score -3714780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -3714783.500000 Penalty: 3457.324219
	Iteration 36Q: 3 clusters Score -3714784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 41162 members 
Entering Unmasked Estep 
Score: -3714789.000000 Penalty: 3457.324219
	Iteration 37Q: 3 clusters Score -3714789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -3714794.750000 Penalty: 3457.324219
	Iteration 38Q: 3 clusters Score -3714795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -3714791.750000 Penalty: 3457.324219
	Iteration 39Q: 3 clusters Score -3714792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -3714796.000000 Penalty: 3457.324219
	Iteration 40F: 3 clusters Score -3714796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41166 members 
Entering Unmasked Estep 
Score: -3714799.750000 Penalty: 3457.324219
	Iteration 41Q: 3 clusters Score -3714800 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -3714800.000000 Penalty: 3457.324219
	Iteration 42Q: 3 clusters Score -3714800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -3714800.000000 Penalty: 3457.324219
	Iteration 43F: 3 clusters Score -3714800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -84423.687500 Penalty: 1133.959717
	Iteration 0F: 2 clusters Score -84423.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82919.421875 Penalty: 2267.919434
	Iteration 0F: 3 clusters Score -82919.42 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -83235.367188 Penalty: 2267.919434
	Iteration 1F: 3 clusters Score -83235.37 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83329.562500 Penalty: 2267.919434
	Iteration 2F: 3 clusters Score -83329.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83367.703125 Penalty: 2267.919434
	Iteration 3Q: 3 clusters Score -83367.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83388.742188 Penalty: 2267.919434
	Iteration 4Q: 3 clusters Score -83388.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83406.570312 Penalty: 2267.919434
	Iteration 5Q: 3 clusters Score -83406.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83416.132812 Penalty: 2267.919434
	Iteration 6Q: 3 clusters Score -83416.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -83419.203125 Penalty: 2267.919434
	Iteration 7Q: 3 clusters Score -83419.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -83420.718750 Penalty: 2267.919434
	Iteration 8Q: 3 clusters Score -83420.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83421.093750 Penalty: 2267.919434
	Iteration 9Q: 3 clusters Score -83421.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83421.093750 Penalty: 2267.919434
	Iteration 10F: 3 clusters Score -83421.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -317356.531250 Penalty: 1355.556519
	Iteration 0F: 2 clusters Score -317356.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -313845.468750 Penalty: 2711.113037
	Iteration 0F: 3 clusters Score -313845.5 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -314965.937500 Penalty: 2711.113037
	Iteration 1F: 3 clusters Score -314965.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -315311.968750 Penalty: 2711.113037
	Iteration 2F: 3 clusters Score -315312 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -315619.468750 Penalty: 2711.113037
	Iteration 3F: 3 clusters Score -315619.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -315920.906250 Penalty: 2711.113037
	Iteration 4F: 3 clusters Score -315920.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -316216.187500 Penalty: 2711.113037
	Iteration 5F: 3 clusters Score -316216.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -316456.718750 Penalty: 2711.113037
	Iteration 6F: 3 clusters Score -316456.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -316605.375000 Penalty: 2711.113037
	Iteration 7Q: 3 clusters Score -316605.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -316677.531250 Penalty: 2711.113037
	Iteration 8Q: 3 clusters Score -316677.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -316739.343750 Penalty: 2711.113037
	Iteration 9Q: 3 clusters Score -316739.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -316799.968750 Penalty: 2711.113037
	Iteration 10Q: 3 clusters Score -316800 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -316851.031250 Penalty: 2711.113037
	Iteration 11Q: 3 clusters Score -316851 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -316903.250000 Penalty: 2711.113037
	Iteration 12Q: 3 clusters Score -316903.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -316943.406250 Penalty: 2711.113037
	Iteration 13Q: 3 clusters Score -316943.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -316978.812500 Penalty: 2711.113037
	Iteration 14Q: 3 clusters Score -316978.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -316994.187500 Penalty: 2711.113037
	Iteration 15Q: 3 clusters Score -316994.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -317003.937500 Penalty: 2711.113037
	Iteration 16Q: 3 clusters Score -317003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -317012.281250 Penalty: 2711.113037
	Iteration 17Q: 3 clusters Score -317012.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -317020.843750 Penalty: 2711.113037
	Iteration 18Q: 3 clusters Score -317020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -317032.156250 Penalty: 2711.113037
	Iteration 19Q: 3 clusters Score -317032.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -317043.000000 Penalty: 2711.113037
	Iteration 20F: 3 clusters Score -317043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -317049.406250 Penalty: 2711.113037
	Iteration 21Q: 3 clusters Score -317049.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -317056.968750 Penalty: 2711.113037
	Iteration 22Q: 3 clusters Score -317057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -317064.093750 Penalty: 2711.113037
	Iteration 23Q: 3 clusters Score -317064.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -317075.250000 Penalty: 2711.113037
	Iteration 24Q: 3 clusters Score -317075.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -317085.000000 Penalty: 2711.113037
	Iteration 25Q: 3 clusters Score -317085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -317090.218750 Penalty: 2711.113037
	Iteration 26Q: 3 clusters Score -317090.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -317096.062500 Penalty: 2711.113037
	Iteration 27Q: 3 clusters Score -317096.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -317100.343750 Penalty: 2711.113037
	Iteration 28Q: 3 clusters Score -317100.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -317104.250000 Penalty: 2711.113037
	Iteration 29Q: 3 clusters Score -317104.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -317106.906250 Penalty: 2711.113037
	Iteration 30Q: 3 clusters Score -317106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -317113.125000 Penalty: 2711.113037
	Iteration 31Q: 3 clusters Score -317113.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -317123.187500 Penalty: 2711.113037
	Iteration 32Q: 3 clusters Score -317123.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -317133.781250 Penalty: 2711.113037
	Iteration 33Q: 3 clusters Score -317133.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -317142.687500 Penalty: 2711.113037
	Iteration 34Q: 3 clusters Score -317142.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -317152.125000 Penalty: 2711.113037
	Iteration 35Q: 3 clusters Score -317152.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -317163.937500 Penalty: 2711.113037
	Iteration 36Q: 3 clusters Score -317163.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -317179.593750 Penalty: 2711.113037
	Iteration 37Q: 3 clusters Score -317179.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -317193.875000 Penalty: 2711.113037
	Iteration 38Q: 3 clusters Score -317193.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -317206.500000 Penalty: 2711.113037
	Iteration 39Q: 3 clusters Score -317206.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -317222.156250 Penalty: 2711.113037
	Iteration 40F: 3 clusters Score -317222.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -317241.000000 Penalty: 2711.113037
	Iteration 41Q: 3 clusters Score -317241 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -317269.531250 Penalty: 2711.113037
	Iteration 42Q: 3 clusters Score -317269.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -317298.968750 Penalty: 2711.113037
	Iteration 43Q: 3 clusters Score -317299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -317322.437500 Penalty: 2711.113037
	Iteration 44Q: 3 clusters Score -317322.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -317342.562500 Penalty: 2711.113037
	Iteration 45Q: 3 clusters Score -317342.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -317355.156250 Penalty: 2711.113037
	Iteration 46Q: 3 clusters Score -317355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -317363.156250 Penalty: 2711.113037
	Iteration 47Q: 3 clusters Score -317363.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -317370.687500 Penalty: 2711.113037
	Iteration 48Q: 3 clusters Score -317370.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -317373.531250 Penalty: 2711.113037
	Iteration 49Q: 3 clusters Score -317373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -317376.593750 Penalty: 2711.113037
	Iteration 50Q: 3 clusters Score -317376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -317379.312500 Penalty: 2711.113037
	Iteration 51Q: 3 clusters Score -317379.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -317380.937500 Penalty: 2711.113037
	Iteration 52Q: 3 clusters Score -317380.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -317382.250000 Penalty: 2711.113037
	Iteration 53Q: 3 clusters Score -317382.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -317382.531250 Penalty: 2711.113037
	Iteration 54Q: 3 clusters Score -317382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -317383.093750 Penalty: 2711.113037
	Iteration 55Q: 3 clusters Score -317383.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -317383.000000 Penalty: 2711.113037
	Iteration 56Q: 3 clusters Score -317383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -317383.125000 Penalty: 2711.113037
	Iteration 57Q: 3 clusters Score -317383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -317383.125000 Penalty: 2711.113037
	Iteration 58F: 3 clusters Score -317383.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 2923 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 1273 members 
Entering Unmasked Estep 
Score: -40897616.000000 Penalty: 89363.875000
Splitting cluster 9 changes total score from -40898416.000000 to -40897616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -194807.312500 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -194807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -192492.984375 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -192493 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -193321.187500 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -193321.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -193866.906250 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -193866.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -194182.015625 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -194182 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -194379.515625 Penalty: 2532.110596
	Iteration 4F: 3 clusters Score -194379.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -194533.296875 Penalty: 2532.110596
	Iteration 5F: 3 clusters Score -194533.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -194631.718750 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -194631.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -194697.984375 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -194698 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194747.953125 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -194748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194774.703125 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -194774.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -194790.890625 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -194790.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -194805.875000 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -194805.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194820.265625 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -194820.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -194832.156250 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -194832.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -194844.484375 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -194844.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -194855.796875 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -194855.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194864.796875 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -194864.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -194871.812500 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -194871.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -194876.671875 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -194876.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194884.015625 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -194884 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -194892.281250 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -194892.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194903.578125 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -194903.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194917.718750 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -194917.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -194939.828125 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -194939.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -194971.046875 Penalty: 2532.110596
	Iteration 24Q: 3 clusters Score -194971 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -195019.265625 Penalty: 2532.110596
	Iteration 25Q: 3 clusters Score -195019.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -195061.921875 Penalty: 2532.110596
	Iteration 26Q: 3 clusters Score -195061.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -195139.015625 Penalty: 2532.110596
	Iteration 27Q: 3 clusters Score -195139 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -195252.171875 Penalty: 2532.110596
	Iteration 28Q: 3 clusters Score -195252.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -195311.781250 Penalty: 2532.110596
	Iteration 29Q: 3 clusters Score -195311.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -195345.718750 Penalty: 2532.110596
	Iteration 30Q: 3 clusters Score -195345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -195354.218750 Penalty: 2532.110596
	Iteration 31Q: 3 clusters Score -195354.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -195359.281250 Penalty: 2532.110596
	Iteration 32Q: 3 clusters Score -195359.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -195366.765625 Penalty: 2532.110596
	Iteration 33Q: 3 clusters Score -195366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -195369.187500 Penalty: 2532.110596
	Iteration 34Q: 3 clusters Score -195369.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -195370.218750 Penalty: 2532.110596
	Iteration 35Q: 3 clusters Score -195370.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -195370.984375 Penalty: 2532.110596
	Iteration 36Q: 3 clusters Score -195371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -195371.375000 Penalty: 2532.110596
	Iteration 37Q: 3 clusters Score -195371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195371.921875 Penalty: 2532.110596
	Iteration 38Q: 3 clusters Score -195371.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -195372.046875 Penalty: 2532.110596
	Iteration 39F: 3 clusters Score -195372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -195372.968750 Penalty: 2532.110596
	Iteration 40F: 3 clusters Score -195373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -195373.406250 Penalty: 2532.110596
	Iteration 41Q: 3 clusters Score -195373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -195373.406250 Penalty: 2532.110596
	Iteration 42F: 3 clusters Score -195373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 1073 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 1346 members 
Entering Unmasked Estep 
Score: -40898184.000000 Penalty: 89363.875000
Splitting cluster 10 changes total score from -40898416.000000 to -40898184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Entering Unmasked Estep 
Score: -342064.343750 Penalty: 1351.716309
	Iteration 0F: 2 clusters Score -342064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -338691.656250 Penalty: 2703.432617
	Iteration 0F: 3 clusters Score -338691.7 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -339821.562500 Penalty: 2703.432617
	Iteration 1F: 3 clusters Score -339821.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -340294.656250 Penalty: 2703.432617
	Iteration 2F: 3 clusters Score -340294.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -340742.656250 Penalty: 2703.432617
	Iteration 3F: 3 clusters Score -340742.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -341167.656250 Penalty: 2703.432617
	Iteration 4F: 3 clusters Score -341167.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -341535.718750 Penalty: 2703.432617
	Iteration 5F: 3 clusters Score -341535.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -341761.312500 Penalty: 2703.432617
	Iteration 6F: 3 clusters Score -341761.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -341928.781250 Penalty: 2703.432617
	Iteration 7Q: 3 clusters Score -341928.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -342061.625000 Penalty: 2703.432617
	Iteration 8Q: 3 clusters Score -342061.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -342127.187500 Penalty: 2703.432617
	Iteration 9Q: 3 clusters Score -342127.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -342161.531250 Penalty: 2703.432617
	Iteration 10Q: 3 clusters Score -342161.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -342191.000000 Penalty: 2703.432617
	Iteration 11Q: 3 clusters Score -342191 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -342219.906250 Penalty: 2703.432617
	Iteration 12Q: 3 clusters Score -342219.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -342241.437500 Penalty: 2703.432617
	Iteration 13Q: 3 clusters Score -342241.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -342263.218750 Penalty: 2703.432617
	Iteration 14Q: 3 clusters Score -342263.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -342277.031250 Penalty: 2703.432617
	Iteration 15Q: 3 clusters Score -342277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -342285.375000 Penalty: 2703.432617
	Iteration 16Q: 3 clusters Score -342285.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -342292.281250 Penalty: 2703.432617
	Iteration 17Q: 3 clusters Score -342292.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -342303.031250 Penalty: 2703.432617
	Iteration 18Q: 3 clusters Score -342303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -342308.500000 Penalty: 2703.432617
	Iteration 19Q: 3 clusters Score -342308.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -342312.687500 Penalty: 2703.432617
	Iteration 20F: 3 clusters Score -342312.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -342315.281250 Penalty: 2703.432617
	Iteration 21Q: 3 clusters Score -342315.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -342317.656250 Penalty: 2703.432617
	Iteration 22Q: 3 clusters Score -342317.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -342319.312500 Penalty: 2703.432617
	Iteration 23Q: 3 clusters Score -342319.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -342323.031250 Penalty: 2703.432617
	Iteration 24Q: 3 clusters Score -342323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -342325.187500 Penalty: 2703.432617
	Iteration 25Q: 3 clusters Score -342325.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -342326.375000 Penalty: 2703.432617
	Iteration 26Q: 3 clusters Score -342326.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -342327.312500 Penalty: 2703.432617
	Iteration 27Q: 3 clusters Score -342327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -342329.093750 Penalty: 2703.432617
	Iteration 28Q: 3 clusters Score -342329.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -342328.343750 Penalty: 2703.432617
	Iteration 29Q: 3 clusters Score -342328.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -342329.406250 Penalty: 2703.432617
	Iteration 30Q: 3 clusters Score -342329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -342329.406250 Penalty: 2703.432617
	Iteration 31F: 3 clusters Score -342329.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 2795 members 
Entering Unmasked Estep 
Score: -40897900.000000 Penalty: 89363.875000
Splitting cluster 11 changes total score from -40898416.000000 to -40897900.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Entering Unmasked Estep 
Score: -1102656.750000 Penalty: 1535.814697
	Iteration 0F: 2 clusters Score -1102657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1093818.000000 Penalty: 3071.629395
	Iteration 0F: 3 clusters Score -1093818 nChanged 5552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -1096910.625000 Penalty: 3071.629395
	Iteration 1F: 3 clusters Score -1096911 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1097217.625000 Penalty: 3071.629395
	Iteration 2F: 3 clusters Score -1097218 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1097491.250000 Penalty: 3071.629395
	Iteration 3Q: 3 clusters Score -1097491 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1097759.500000 Penalty: 3071.629395
	Iteration 4Q: 3 clusters Score -1097760 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1098059.250000 Penalty: 3071.629395
	Iteration 5Q: 3 clusters Score -1098059 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1098414.875000 Penalty: 3071.629395
	Iteration 6Q: 3 clusters Score -1098415 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -1098876.250000 Penalty: 3071.629395
	Iteration 7Q: 3 clusters Score -1098876 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -1099396.125000 Penalty: 3071.629395
	Iteration 8F: 3 clusters Score -1099396 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -1099925.125000 Penalty: 3071.629395
	Iteration 9F: 3 clusters Score -1099925 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1100424.625000 Penalty: 3071.629395
	Iteration 10Q: 3 clusters Score -1100425 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1100812.375000 Penalty: 3071.629395
	Iteration 11Q: 3 clusters Score -1100812 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -1101123.125000 Penalty: 3071.629395
	Iteration 12Q: 3 clusters Score -1101123 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1101293.250000 Penalty: 3071.629395
	Iteration 13Q: 3 clusters Score -1101293 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1101394.000000 Penalty: 3071.629395
	Iteration 14Q: 3 clusters Score -1101394 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1101466.375000 Penalty: 3071.629395
	Iteration 15Q: 3 clusters Score -1101466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1101523.000000 Penalty: 3071.629395
	Iteration 16Q: 3 clusters Score -1101523 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -1101563.125000 Penalty: 3071.629395
	Iteration 17Q: 3 clusters Score -1101563 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1101597.875000 Penalty: 3071.629395
	Iteration 18Q: 3 clusters Score -1101598 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1101623.750000 Penalty: 3071.629395
	Iteration 19Q: 3 clusters Score -1101624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1101640.250000 Penalty: 3071.629395
	Iteration 20F: 3 clusters Score -1101640 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1101653.500000 Penalty: 3071.629395
	Iteration 21Q: 3 clusters Score -1101654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1101665.500000 Penalty: 3071.629395
	Iteration 22Q: 3 clusters Score -1101666 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1101676.375000 Penalty: 3071.629395
	Iteration 23Q: 3 clusters Score -1101676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1101685.500000 Penalty: 3071.629395
	Iteration 24Q: 3 clusters Score -1101686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1101694.250000 Penalty: 3071.629395
	Iteration 25Q: 3 clusters Score -1101694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1101701.875000 Penalty: 3071.629395
	Iteration 26Q: 3 clusters Score -1101702 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1101710.625000 Penalty: 3071.629395
	Iteration 27Q: 3 clusters Score -1101711 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1101713.000000 Penalty: 3071.629395
	Iteration 28Q: 3 clusters Score -1101713 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1101716.250000 Penalty: 3071.629395
	Iteration 29Q: 3 clusters Score -1101716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1101718.500000 Penalty: 3071.629395
	Iteration 30Q: 3 clusters Score -1101718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1101720.375000 Penalty: 3071.629395
	Iteration 31Q: 3 clusters Score -1101720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1101721.625000 Penalty: 3071.629395
	Iteration 32Q: 3 clusters Score -1101722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1101725.125000 Penalty: 3071.629395
	Iteration 33Q: 3 clusters Score -1101725 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1101726.875000 Penalty: 3071.629395
	Iteration 34Q: 3 clusters Score -1101727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1101727.125000 Penalty: 3071.629395
	Iteration 35Q: 3 clusters Score -1101727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1101730.000000 Penalty: 3071.629395
	Iteration 36Q: 3 clusters Score -1101730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1101730.500000 Penalty: 3071.629395
	Iteration 37Q: 3 clusters Score -1101730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1101731.750000 Penalty: 3071.629395
	Iteration 38Q: 3 clusters Score -1101732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1101732.625000 Penalty: 3071.629395
	Iteration 39Q: 3 clusters Score -1101733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1101730.750000 Penalty: 3071.629395
	Iteration 40F: 3 clusters Score -1101731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1101734.125000 Penalty: 3071.629395
	Iteration 41Q: 3 clusters Score -1101734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1101733.750000 Penalty: 3071.629395
	Iteration 42Q: 3 clusters Score -1101734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1101734.250000 Penalty: 3071.629395
	Iteration 43Q: 3 clusters Score -1101734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -1101733.500000 Penalty: 3071.629395
	Iteration 44Q: 3 clusters Score -1101734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -1101735.875000 Penalty: 3071.629395
	Iteration 45Q: 3 clusters Score -1101736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -1101738.500000 Penalty: 3071.629395
	Iteration 46Q: 3 clusters Score -1101738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1101744.125000 Penalty: 3071.629395
	Iteration 47Q: 3 clusters Score -1101744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1101745.125000 Penalty: 3071.629395
	Iteration 48Q: 3 clusters Score -1101745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1101746.750000 Penalty: 3071.629395
	Iteration 49Q: 3 clusters Score -1101747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -1101746.375000 Penalty: 3071.629395
	Iteration 50Q: 3 clusters Score -1101746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1101748.875000 Penalty: 3071.629395
	Iteration 51Q: 3 clusters Score -1101749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1101751.250000 Penalty: 3071.629395
	Iteration 52Q: 3 clusters Score -1101751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1101752.625000 Penalty: 3071.629395
	Iteration 53Q: 3 clusters Score -1101753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1101752.750000 Penalty: 3071.629395
	Iteration 54Q: 3 clusters Score -1101753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1101755.875000 Penalty: 3071.629395
	Iteration 55Q: 3 clusters Score -1101756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1101755.250000 Penalty: 3071.629395
	Iteration 56Q: 3 clusters Score -1101755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1101757.000000 Penalty: 3071.629395
	Iteration 57Q: 3 clusters Score -1101757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -1101758.375000 Penalty: 3071.629395
	Iteration 58Q: 3 clusters Score -1101758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1101758.125000 Penalty: 3071.629395
	Iteration 59Q: 3 clusters Score -1101758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1101758.000000 Penalty: 3071.629395
	Iteration 60F: 3 clusters Score -1101758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1101759.250000 Penalty: 3071.629395
	Iteration 61Q: 3 clusters Score -1101759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1101759.375000 Penalty: 3071.629395
	Iteration 62Q: 3 clusters Score -1101759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1101758.750000 Penalty: 3071.629395
	Iteration 63Q: 3 clusters Score -1101759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1101760.375000 Penalty: 3071.629395
	Iteration 64Q: 3 clusters Score -1101760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -1101760.500000 Penalty: 3071.629395
	Iteration 65Q: 3 clusters Score -1101760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -1101762.250000 Penalty: 3071.629395
	Iteration 66Q: 3 clusters Score -1101762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -1101762.125000 Penalty: 3071.629395
	Iteration 67Q: 3 clusters Score -1101762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1101763.875000 Penalty: 3071.629395
	Iteration 68Q: 3 clusters Score -1101764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1101766.375000 Penalty: 3071.629395
	Iteration 69Q: 3 clusters Score -1101766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1101769.500000 Penalty: 3071.629395
	Iteration 70Q: 3 clusters Score -1101770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -1101769.750000 Penalty: 3071.629395
	Iteration 71Q: 3 clusters Score -1101770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1101770.625000 Penalty: 3071.629395
	Iteration 72Q: 3 clusters Score -1101771 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1101771.750000 Penalty: 3071.629395
	Iteration 73Q: 3 clusters Score -1101772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1101771.625000 Penalty: 3071.629395
	Iteration 74Q: 3 clusters Score -1101772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1101771.250000 Penalty: 3071.629395
	Iteration 75Q: 3 clusters Score -1101771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1101770.875000 Penalty: 3071.629395
	Iteration 76Q: 3 clusters Score -1101771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1101771.375000 Penalty: 3071.629395
	Iteration 77Q: 3 clusters Score -1101771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1101771.750000 Penalty: 3071.629395
	Iteration 78Q: 3 clusters Score -1101772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1101773.875000 Penalty: 3071.629395
	Iteration 79Q: 3 clusters Score -1101774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1101773.375000 Penalty: 3071.629395
	Iteration 80F: 3 clusters Score -1101773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1101774.625000 Penalty: 3071.629395
	Iteration 81Q: 3 clusters Score -1101775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1101773.750000 Penalty: 3071.629395
	Iteration 82Q: 3 clusters Score -1101774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1101773.375000 Penalty: 3071.629395
	Iteration 83Q: 3 clusters Score -1101773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1101773.750000 Penalty: 3071.629395
	Iteration 84Q: 3 clusters Score -1101774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1101774.250000 Penalty: 3071.629395
	Iteration 85Q: 3 clusters Score -1101774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1101776.875000 Penalty: 3071.629395
	Iteration 86Q: 3 clusters Score -1101777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1101776.375000 Penalty: 3071.629395
	Iteration 87Q: 3 clusters Score -1101776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1101776.500000 Penalty: 3071.629395
	Iteration 88Q: 3 clusters Score -1101776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1101776.500000 Penalty: 3071.629395
	Iteration 89F: 3 clusters Score -1101776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -133992.250000 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -133992.2 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 862 members 
Entering Unmasked Estep 
Score: -132107.140625 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -132107.1 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -132582.781250 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -132582.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -132743.593750 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -132743.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -132864.875000 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -132864.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -132988.859375 Penalty: 2410.322998
	Iteration 4Q: 3 clusters Score -132988.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -133104.296875 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -133104.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133177.515625 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -133177.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -133237.375000 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -133237.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -133272.468750 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -133272.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -133302.984375 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -133303 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -133323.796875 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -133323.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -133341.140625 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -133341.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -133357.234375 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -133357.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -133382.312500 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -133382.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -133413.656250 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -133413.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -133461.203125 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -133461.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -133514.968750 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -133515 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -133563.406250 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -133563.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -133605.859375 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -133605.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -133640.031250 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -133640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -133671.890625 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -133671.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133700.875000 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -133700.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -133728.421875 Penalty: 2410.322998
	Iteration 22Q: 3 clusters Score -133728.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -133764.640625 Penalty: 2410.322998
	Iteration 23Q: 3 clusters Score -133764.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -133799.390625 Penalty: 2410.322998
	Iteration 24Q: 3 clusters Score -133799.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -133817.796875 Penalty: 2410.322998
	Iteration 25Q: 3 clusters Score -133817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -133833.015625 Penalty: 2410.322998
	Iteration 26Q: 3 clusters Score -133833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -133836.468750 Penalty: 2410.322998
	Iteration 27Q: 3 clusters Score -133836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133836.734375 Penalty: 2410.322998
	Iteration 28Q: 3 clusters Score -133836.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -133836.734375 Penalty: 2410.322998
	Iteration 29F: 3 clusters Score -133836.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Entering Unmasked Estep 
Score: -525315.250000 Penalty: 1430.458740
	Iteration 0F: 2 clusters Score -525315.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -520340.687500 Penalty: 2860.917480
	Iteration 0F: 3 clusters Score -520340.7 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -522201.062500 Penalty: 2860.917480
	Iteration 1F: 3 clusters Score -522201.1 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -522857.500000 Penalty: 2860.917480
	Iteration 2F: 3 clusters Score -522857.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -523408.375000 Penalty: 2860.917480
	Iteration 3F: 3 clusters Score -523408.4 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -523798.656250 Penalty: 2860.917480
	Iteration 4F: 3 clusters Score -523798.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -524110.656250 Penalty: 2860.917480
	Iteration 5F: 3 clusters Score -524110.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -524259.468750 Penalty: 2860.917480
	Iteration 6Q: 3 clusters Score -524259.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -524325.187500 Penalty: 2860.917480
	Iteration 7Q: 3 clusters Score -524325.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -524359.687500 Penalty: 2860.917480
	Iteration 8Q: 3 clusters Score -524359.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -524381.375000 Penalty: 2860.917480
	Iteration 9Q: 3 clusters Score -524381.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -524393.875000 Penalty: 2860.917480
	Iteration 10Q: 3 clusters Score -524393.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -524401.187500 Penalty: 2860.917480
	Iteration 11Q: 3 clusters Score -524401.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -524407.875000 Penalty: 2860.917480
	Iteration 12Q: 3 clusters Score -524407.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -524413.812500 Penalty: 2860.917480
	Iteration 13Q: 3 clusters Score -524413.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -524422.500000 Penalty: 2860.917480
	Iteration 14Q: 3 clusters Score -524422.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -524432.562500 Penalty: 2860.917480
	Iteration 15Q: 3 clusters Score -524432.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -524440.750000 Penalty: 2860.917480
	Iteration 16Q: 3 clusters Score -524440.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -524446.500000 Penalty: 2860.917480
	Iteration 17Q: 3 clusters Score -524446.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -524449.937500 Penalty: 2860.917480
	Iteration 18Q: 3 clusters Score -524449.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -524450.562500 Penalty: 2860.917480
	Iteration 19Q: 3 clusters Score -524450.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -524455.437500 Penalty: 2860.917480
	Iteration 20F: 3 clusters Score -524455.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -524457.625000 Penalty: 2860.917480
	Iteration 21Q: 3 clusters Score -524457.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -524458.125000 Penalty: 2860.917480
	Iteration 22Q: 3 clusters Score -524458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -524458.562500 Penalty: 2860.917480
	Iteration 23Q: 3 clusters Score -524458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -524459.562500 Penalty: 2860.917480
	Iteration 24Q: 3 clusters Score -524459.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -524459.062500 Penalty: 2860.917480
	Iteration 25Q: 3 clusters Score -524459.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -524459.375000 Penalty: 2860.917480
	Iteration 26Q: 3 clusters Score -524459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -524460.250000 Penalty: 2860.917480
	Iteration 27Q: 3 clusters Score -524460.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -524460.250000 Penalty: 2860.917480
	Iteration 28F: 3 clusters Score -524460.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Entering Unmasked Estep 
Score: -3240677.000000 Penalty: 1708.235840
	Iteration 0F: 2 clusters Score -3240677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -3216110.000000 Penalty: 3416.471680
	Iteration 0F: 3 clusters Score -3216110 nChanged 17072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 18786 members 
Entering Unmasked Estep 
Score: -3225536.250000 Penalty: 3416.471680
	Iteration 1F: 3 clusters Score -3225536 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3225964.500000 Penalty: 3416.471680
	Iteration 2Q: 3 clusters Score -3225964 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3226342.250000 Penalty: 3416.471680
	Iteration 3Q: 3 clusters Score -3226342 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -3226745.000000 Penalty: 3416.471680
	Iteration 4Q: 3 clusters Score -3226745 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -3227242.000000 Penalty: 3416.471680
	Iteration 5Q: 3 clusters Score -3227242 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3227799.000000 Penalty: 3416.471680
	Iteration 6Q: 3 clusters Score -3227799 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -3228558.500000 Penalty: 3416.471680
	Iteration 7Q: 3 clusters Score -3228558 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3229566.000000 Penalty: 3416.471680
	Iteration 8Q: 3 clusters Score -3229566 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 23530 members 
Entering Unmasked Estep 
Score: -3230856.250000 Penalty: 3416.471680
	Iteration 9F: 3 clusters Score -3230856 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -3232383.500000 Penalty: 3416.471680
	Iteration 10F: 3 clusters Score -3232384 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3233734.750000 Penalty: 3416.471680
	Iteration 11F: 3 clusters Score -3233735 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -3234704.250000 Penalty: 3416.471680
	Iteration 12Q: 3 clusters Score -3234704 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3235405.500000 Penalty: 3416.471680
	Iteration 13Q: 3 clusters Score -3235406 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -3235920.000000 Penalty: 3416.471680
	Iteration 14Q: 3 clusters Score -3235920 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -3236273.500000 Penalty: 3416.471680
	Iteration 15Q: 3 clusters Score -3236274 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 29213 members 
Entering Unmasked Estep 
Score: -3236537.500000 Penalty: 3416.471680
	Iteration 16Q: 3 clusters Score -3236538 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -3236740.750000 Penalty: 3416.471680
	Iteration 17Q: 3 clusters Score -3236741 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3236914.250000 Penalty: 3416.471680
	Iteration 18Q: 3 clusters Score -3236914 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 30362 members 
Entering Unmasked Estep 
Score: -3237101.000000 Penalty: 3416.471680
	Iteration 19Q: 3 clusters Score -3237101 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -3237254.250000 Penalty: 3416.471680
	Iteration 20F: 3 clusters Score -3237254 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3237384.250000 Penalty: 3416.471680
	Iteration 21Q: 3 clusters Score -3237384 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 31409 members 
Entering Unmasked Estep 
Score: -3237507.250000 Penalty: 3416.471680
	Iteration 22Q: 3 clusters Score -3237507 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3237623.250000 Penalty: 3416.471680
	Iteration 23Q: 3 clusters Score -3237623 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -3237736.000000 Penalty: 3416.471680
	Iteration 24Q: 3 clusters Score -3237736 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -3237841.500000 Penalty: 3416.471680
	Iteration 25Q: 3 clusters Score -3237842 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -3237949.250000 Penalty: 3416.471680
	Iteration 26Q: 3 clusters Score -3237949 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3238037.750000 Penalty: 3416.471680
	Iteration 27Q: 3 clusters Score -3238038 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -3238140.750000 Penalty: 3416.471680
	Iteration 28Q: 3 clusters Score -3238141 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3238228.750000 Penalty: 3416.471680
	Iteration 29Q: 3 clusters Score -3238229 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -3238332.250000 Penalty: 3416.471680
	Iteration 30Q: 3 clusters Score -3238332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -3238402.250000 Penalty: 3416.471680
	Iteration 31Q: 3 clusters Score -3238402 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -3238499.750000 Penalty: 3416.471680
	Iteration 32Q: 3 clusters Score -3238500 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 34295 members 
Entering Unmasked Estep 
Score: -3238574.500000 Penalty: 3416.471680
	Iteration 33Q: 3 clusters Score -3238574 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -3238658.750000 Penalty: 3416.471680
	Iteration 34Q: 3 clusters Score -3238659 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -3238728.000000 Penalty: 3416.471680
	Iteration 35Q: 3 clusters Score -3238728 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -3238809.000000 Penalty: 3416.471680
	Iteration 36Q: 3 clusters Score -3238809 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -3238863.000000 Penalty: 3416.471680
	Iteration 37Q: 3 clusters Score -3238863 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 35104 members 
Entering Unmasked Estep 
Score: -3238916.750000 Penalty: 3416.471680
	Iteration 38Q: 3 clusters Score -3238917 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -3238978.500000 Penalty: 3416.471680
	Iteration 39Q: 3 clusters Score -3238978 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -3239038.500000 Penalty: 3416.471680
	Iteration 40F: 3 clusters Score -3239038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -3239070.750000 Penalty: 3416.471680
	Iteration 41Q: 3 clusters Score -3239071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -3239099.000000 Penalty: 3416.471680
	Iteration 42Q: 3 clusters Score -3239099 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -3239123.750000 Penalty: 3416.471680
	Iteration 43Q: 3 clusters Score -3239124 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -3239140.500000 Penalty: 3416.471680
	Iteration 44Q: 3 clusters Score -3239140 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -3239163.750000 Penalty: 3416.471680
	Iteration 45Q: 3 clusters Score -3239164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35677 members 
Entering Unmasked Estep 
Score: -3239177.250000 Penalty: 3416.471680
	Iteration 46Q: 3 clusters Score -3239177 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 35704 members 
Entering Unmasked Estep 
Score: -3239181.250000 Penalty: 3416.471680
	Iteration 47Q: 3 clusters Score -3239181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -3239188.250000 Penalty: 3416.471680
	Iteration 48Q: 3 clusters Score -3239188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -3239202.250000 Penalty: 3416.471680
	Iteration 49Q: 3 clusters Score -3239202 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -3239214.500000 Penalty: 3416.471680
	Iteration 50Q: 3 clusters Score -3239214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 35796 members 
Entering Unmasked Estep 
Score: -3239229.750000 Penalty: 3416.471680
	Iteration 51Q: 3 clusters Score -3239230 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -3239241.000000 Penalty: 3416.471680
	Iteration 52Q: 3 clusters Score -3239241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -3239252.250000 Penalty: 3416.471680
	Iteration 53Q: 3 clusters Score -3239252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -3239264.000000 Penalty: 3416.471680
	Iteration 54Q: 3 clusters Score -3239264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35863 members 
Entering Unmasked Estep 
Score: -3239273.750000 Penalty: 3416.471680
	Iteration 55Q: 3 clusters Score -3239274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -3239276.000000 Penalty: 3416.471680
	Iteration 56Q: 3 clusters Score -3239276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -3239286.000000 Penalty: 3416.471680
	Iteration 57Q: 3 clusters Score -3239286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35899 members 
Entering Unmasked Estep 
Score: -3239292.250000 Penalty: 3416.471680
	Iteration 58Q: 3 clusters Score -3239292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3239291.000000 Penalty: 3416.471680
	Iteration 59Q: 3 clusters Score -3239291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -3239293.750000 Penalty: 3416.471680
	Iteration 60F: 3 clusters Score -3239294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 35916 members 
Entering Unmasked Estep 
Score: -3239297.750000 Penalty: 3416.471680
	Iteration 61Q: 3 clusters Score -3239298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -3239296.000000 Penalty: 3416.471680
	Iteration 62Q: 3 clusters Score -3239296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -3239298.500000 Penalty: 3416.471680
	Iteration 63Q: 3 clusters Score -3239298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 35930 members 
Entering Unmasked Estep 
Score: -3239304.000000 Penalty: 3416.471680
	Iteration 64Q: 3 clusters Score -3239304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -3239305.250000 Penalty: 3416.471680
	Iteration 65Q: 3 clusters Score -3239305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 35960 members 
Entering Unmasked Estep 
Score: -3239313.000000 Penalty: 3416.471680
	Iteration 66Q: 3 clusters Score -3239313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -3239321.750000 Penalty: 3416.471680
	Iteration 67Q: 3 clusters Score -3239322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35981 members 
Entering Unmasked Estep 
Score: -3239329.500000 Penalty: 3416.471680
	Iteration 68Q: 3 clusters Score -3239330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -3239339.250000 Penalty: 3416.471680
	Iteration 69Q: 3 clusters Score -3239339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 36004 members 
Entering Unmasked Estep 
Score: -3239345.750000 Penalty: 3416.471680
	Iteration 70Q: 3 clusters Score -3239346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -3239347.500000 Penalty: 3416.471680
	Iteration 71Q: 3 clusters Score -3239348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 36017 members 
Entering Unmasked Estep 
Score: -3239349.500000 Penalty: 3416.471680
	Iteration 72Q: 3 clusters Score -3239350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -3239352.250000 Penalty: 3416.471680
	Iteration 73Q: 3 clusters Score -3239352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -3239353.500000 Penalty: 3416.471680
	Iteration 74Q: 3 clusters Score -3239354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -3239358.000000 Penalty: 3416.471680
	Iteration 75Q: 3 clusters Score -3239358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 36032 members 
Entering Unmasked Estep 
Score: -3239359.000000 Penalty: 3416.471680
	Iteration 76Q: 3 clusters Score -3239359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -3239361.250000 Penalty: 3416.471680
	Iteration 77Q: 3 clusters Score -3239361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 36036 members 
Entering Unmasked Estep 
Score: -3239363.000000 Penalty: 3416.471680
	Iteration 78Q: 3 clusters Score -3239363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -3239361.000000 Penalty: 3416.471680
	Iteration 79Q: 3 clusters Score -3239361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -3239363.250000 Penalty: 3416.471680
	Iteration 80F: 3 clusters Score -3239363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3239361.250000 Penalty: 3416.471680
	Iteration 81Q: 3 clusters Score -3239361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 36039 members 
Entering Unmasked Estep 
Score: -3239361.250000 Penalty: 3416.471680
	Iteration 82F: 3 clusters Score -3239361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -120009.687500 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -120009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118301.679688 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -118301.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -118696.210938 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -118696.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -118812.664062 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -118812.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -118903.250000 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -118903.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -118985.515625 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -118985.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -119057.015625 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -119057 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -119154.281250 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -119154.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -119262.617188 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -119262.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -119332.195312 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -119332.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -119384.468750 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -119384.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -119430.898438 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -119430.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -119482.648438 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -119482.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -119520.195312 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -119520.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -119540.101562 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -119540.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119556.796875 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -119556.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -119571.335938 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -119571.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -119593.375000 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -119593.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -119621.976562 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -119622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -119651.304688 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -119651.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119659.445312 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -119659.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119672.015625 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -119672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -119678.007812 Penalty: 2368.457031
	Iteration 21Q: 3 clusters Score -119678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -119683.179688 Penalty: 2368.457031
	Iteration 22Q: 3 clusters Score -119683.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -119686.187500 Penalty: 2368.457031
	Iteration 23Q: 3 clusters Score -119686.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -119686.968750 Penalty: 2368.457031
	Iteration 24Q: 3 clusters Score -119687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -119686.968750 Penalty: 2368.457031
	Iteration 25F: 3 clusters Score -119687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Entering Unmasked Estep 
Score: -36023.058594 Penalty: 1012.132996
	Iteration 0F: 2 clusters Score -36023.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -34967.078125 Penalty: 2024.265991
	Iteration 0F: 3 clusters Score -34967.08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35146.476562 Penalty: 2024.265991
	Iteration 1F: 3 clusters Score -35146.48 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35205.242188 Penalty: 2024.265991
	Iteration 2F: 3 clusters Score -35205.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -35223.601562 Penalty: 2024.265991
	Iteration 3Q: 3 clusters Score -35223.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35245.921875 Penalty: 2024.265991
	Iteration 4Q: 3 clusters Score -35245.92 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -35263.078125 Penalty: 2024.265991
	Iteration 5Q: 3 clusters Score -35263.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35278.656250 Penalty: 2024.265991
	Iteration 6Q: 3 clusters Score -35278.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -35286.398438 Penalty: 2024.265991
	Iteration 7Q: 3 clusters Score -35286.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -35291.453125 Penalty: 2024.265991
	Iteration 8Q: 3 clusters Score -35291.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -35297.648438 Penalty: 2024.265991
	Iteration 9Q: 3 clusters Score -35297.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -35305.113281 Penalty: 2024.265991
	Iteration 10Q: 3 clusters Score -35305.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -35307.195312 Penalty: 2024.265991
	Iteration 11Q: 3 clusters Score -35307.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35309.421875 Penalty: 2024.265991
	Iteration 12Q: 3 clusters Score -35309.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -35311.929688 Penalty: 2024.265991
	Iteration 13Q: 3 clusters Score -35311.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -35314.449219 Penalty: 2024.265991
	Iteration 14Q: 3 clusters Score -35314.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35317.500000 Penalty: 2024.265991
	Iteration 15Q: 3 clusters Score -35317.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -35317.500000 Penalty: 2024.265991
	Iteration 16F: 3 clusters Score -35317.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Entering Unmasked Estep 
Score: -246753.734375 Penalty: 1295.861572
	Iteration 0F: 2 clusters Score -246753.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -244080.906250 Penalty: 2591.723145
	Iteration 0F: 3 clusters Score -244080.9 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -244769.609375 Penalty: 2591.723145
	Iteration 1F: 3 clusters Score -244769.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -244919.093750 Penalty: 2591.723145
	Iteration 2F: 3 clusters Score -244919.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -245041.375000 Penalty: 2591.723145
	Iteration 3F: 3 clusters Score -245041.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -245170.937500 Penalty: 2591.723145
	Iteration 4F: 3 clusters Score -245170.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -245291.718750 Penalty: 2591.723145
	Iteration 5Q: 3 clusters Score -245291.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -245409.359375 Penalty: 2591.723145
	Iteration 6Q: 3 clusters Score -245409.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -245518.500000 Penalty: 2591.723145
	Iteration 7Q: 3 clusters Score -245518.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -245619.234375 Penalty: 2591.723145
	Iteration 8Q: 3 clusters Score -245619.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -245705.390625 Penalty: 2591.723145
	Iteration 9Q: 3 clusters Score -245705.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -245773.265625 Penalty: 2591.723145
	Iteration 10Q: 3 clusters Score -245773.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -245827.671875 Penalty: 2591.723145
	Iteration 11Q: 3 clusters Score -245827.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -245873.140625 Penalty: 2591.723145
	Iteration 12Q: 3 clusters Score -245873.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -245907.437500 Penalty: 2591.723145
	Iteration 13Q: 3 clusters Score -245907.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -245932.484375 Penalty: 2591.723145
	Iteration 14Q: 3 clusters Score -245932.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -245952.156250 Penalty: 2591.723145
	Iteration 15Q: 3 clusters Score -245952.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -245973.906250 Penalty: 2591.723145
	Iteration 16Q: 3 clusters Score -245973.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -245999.500000 Penalty: 2591.723145
	Iteration 17Q: 3 clusters Score -245999.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -246023.531250 Penalty: 2591.723145
	Iteration 18Q: 3 clusters Score -246023.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -246041.906250 Penalty: 2591.723145
	Iteration 19Q: 3 clusters Score -246041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -246054.140625 Penalty: 2591.723145
	Iteration 20F: 3 clusters Score -246054.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -246070.984375 Penalty: 2591.723145
	Iteration 21Q: 3 clusters Score -246071 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -246088.656250 Penalty: 2591.723145
	Iteration 22Q: 3 clusters Score -246088.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -246104.109375 Penalty: 2591.723145
	Iteration 23Q: 3 clusters Score -246104.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -246125.281250 Penalty: 2591.723145
	Iteration 24Q: 3 clusters Score -246125.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -246151.062500 Penalty: 2591.723145
	Iteration 25Q: 3 clusters Score -246151.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -246180.187500 Penalty: 2591.723145
	Iteration 26Q: 3 clusters Score -246180.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -246203.703125 Penalty: 2591.723145
	Iteration 27Q: 3 clusters Score -246203.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -246218.453125 Penalty: 2591.723145
	Iteration 28Q: 3 clusters Score -246218.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -246233.531250 Penalty: 2591.723145
	Iteration 29Q: 3 clusters Score -246233.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -246250.953125 Penalty: 2591.723145
	Iteration 30Q: 3 clusters Score -246251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -246261.625000 Penalty: 2591.723145
	Iteration 31Q: 3 clusters Score -246261.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -246273.375000 Penalty: 2591.723145
	Iteration 32Q: 3 clusters Score -246273.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246284.234375 Penalty: 2591.723145
	Iteration 33Q: 3 clusters Score -246284.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -246295.953125 Penalty: 2591.723145
	Iteration 34Q: 3 clusters Score -246296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -246306.937500 Penalty: 2591.723145
	Iteration 35Q: 3 clusters Score -246306.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -246317.140625 Penalty: 2591.723145
	Iteration 36Q: 3 clusters Score -246317.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -246326.562500 Penalty: 2591.723145
	Iteration 37Q: 3 clusters Score -246326.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -246335.109375 Penalty: 2591.723145
	Iteration 38Q: 3 clusters Score -246335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -246343.031250 Penalty: 2591.723145
	Iteration 39Q: 3 clusters Score -246343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -246349.468750 Penalty: 2591.723145
	Iteration 40F: 3 clusters Score -246349.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246356.531250 Penalty: 2591.723145
	Iteration 41Q: 3 clusters Score -246356.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -246360.640625 Penalty: 2591.723145
	Iteration 42Q: 3 clusters Score -246360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -246364.265625 Penalty: 2591.723145
	Iteration 43Q: 3 clusters Score -246364.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -246366.625000 Penalty: 2591.723145
	Iteration 44Q: 3 clusters Score -246366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246369.078125 Penalty: 2591.723145
	Iteration 45Q: 3 clusters Score -246369.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -246371.000000 Penalty: 2591.723145
	Iteration 46Q: 3 clusters Score -246371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -246375.140625 Penalty: 2591.723145
	Iteration 47Q: 3 clusters Score -246375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246377.531250 Penalty: 2591.723145
	Iteration 48Q: 3 clusters Score -246377.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -246378.953125 Penalty: 2591.723145
	Iteration 49Q: 3 clusters Score -246379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -246382.437500 Penalty: 2591.723145
	Iteration 50Q: 3 clusters Score -246382.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -246387.828125 Penalty: 2591.723145
	Iteration 51Q: 3 clusters Score -246387.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -246394.437500 Penalty: 2591.723145
	Iteration 52Q: 3 clusters Score -246394.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -246404.437500 Penalty: 2591.723145
	Iteration 53Q: 3 clusters Score -246404.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246412.546875 Penalty: 2591.723145
	Iteration 54Q: 3 clusters Score -246412.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -246425.609375 Penalty: 2591.723145
	Iteration 55Q: 3 clusters Score -246425.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -246436.906250 Penalty: 2591.723145
	Iteration 56Q: 3 clusters Score -246436.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -246446.390625 Penalty: 2591.723145
	Iteration 57Q: 3 clusters Score -246446.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -246450.468750 Penalty: 2591.723145
	Iteration 58Q: 3 clusters Score -246450.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -246454.250000 Penalty: 2591.723145
	Iteration 59Q: 3 clusters Score -246454.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -246466.515625 Penalty: 2591.723145
	Iteration 60F: 3 clusters Score -246466.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -246478.218750 Penalty: 2591.723145
	Iteration 61Q: 3 clusters Score -246478.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -246483.781250 Penalty: 2591.723145
	Iteration 62Q: 3 clusters Score -246483.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -246487.937500 Penalty: 2591.723145
	Iteration 63Q: 3 clusters Score -246487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -246490.812500 Penalty: 2591.723145
	Iteration 64Q: 3 clusters Score -246490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -246492.718750 Penalty: 2591.723145
	Iteration 65Q: 3 clusters Score -246492.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -246492.843750 Penalty: 2591.723145
	Iteration 66Q: 3 clusters Score -246492.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -246495.531250 Penalty: 2591.723145
	Iteration 67Q: 3 clusters Score -246495.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -246497.187500 Penalty: 2591.723145
	Iteration 68Q: 3 clusters Score -246497.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -246498.765625 Penalty: 2591.723145
	Iteration 69Q: 3 clusters Score -246498.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -246499.593750 Penalty: 2591.723145
	Iteration 70Q: 3 clusters Score -246499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -246502.578125 Penalty: 2591.723145
	Iteration 71Q: 3 clusters Score -246502.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -246509.828125 Penalty: 2591.723145
	Iteration 72Q: 3 clusters Score -246509.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -246523.906250 Penalty: 2591.723145
	Iteration 73Q: 3 clusters Score -246523.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -246536.875000 Penalty: 2591.723145
	Iteration 74Q: 3 clusters Score -246536.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -246546.968750 Penalty: 2591.723145
	Iteration 75Q: 3 clusters Score -246547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -246556.062500 Penalty: 2591.723145
	Iteration 76Q: 3 clusters Score -246556.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -246561.546875 Penalty: 2591.723145
	Iteration 77Q: 3 clusters Score -246561.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -246569.000000 Penalty: 2591.723145
	Iteration 78Q: 3 clusters Score -246569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -246577.171875 Penalty: 2591.723145
	Iteration 79Q: 3 clusters Score -246577.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -246586.640625 Penalty: 2591.723145
	Iteration 80F: 3 clusters Score -246586.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -246604.421875 Penalty: 2591.723145
	Iteration 81Q: 3 clusters Score -246604.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -246624.343750 Penalty: 2591.723145
	Iteration 82Q: 3 clusters Score -246624.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -246639.468750 Penalty: 2591.723145
	Iteration 83Q: 3 clusters Score -246639.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -246659.328125 Penalty: 2591.723145
	Iteration 84Q: 3 clusters Score -246659.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -246673.859375 Penalty: 2591.723145
	Iteration 85Q: 3 clusters Score -246673.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -246685.906250 Penalty: 2591.723145
	Iteration 86Q: 3 clusters Score -246685.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -246692.921875 Penalty: 2591.723145
	Iteration 87Q: 3 clusters Score -246692.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -246700.828125 Penalty: 2591.723145
	Iteration 88Q: 3 clusters Score -246700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -246710.609375 Penalty: 2591.723145
	Iteration 89Q: 3 clusters Score -246710.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -246715.656250 Penalty: 2591.723145
	Iteration 90Q: 3 clusters Score -246715.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -246719.375000 Penalty: 2591.723145
	Iteration 91Q: 3 clusters Score -246719.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -246722.015625 Penalty: 2591.723145
	Iteration 92Q: 3 clusters Score -246722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -246723.062500 Penalty: 2591.723145
	Iteration 93Q: 3 clusters Score -246723.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -246723.703125 Penalty: 2591.723145
	Iteration 94Q: 3 clusters Score -246723.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -246723.703125 Penalty: 2591.723145
	Iteration 95F: 3 clusters Score -246723.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Entering Unmasked Estep 
Score: -1343226.000000 Penalty: 1567.066284
	Iteration 0F: 2 clusters Score -1343226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1332553.500000 Penalty: 3134.132568
	Iteration 0F: 3 clusters Score -1332554 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1336237.125000 Penalty: 3134.132568
	Iteration 1F: 3 clusters Score -1336237 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1336544.625000 Penalty: 3134.132568
	Iteration 2F: 3 clusters Score -1336545 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1336785.375000 Penalty: 3134.132568
	Iteration 3Q: 3 clusters Score -1336785 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1336981.250000 Penalty: 3134.132568
	Iteration 4Q: 3 clusters Score -1336981 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1337176.625000 Penalty: 3134.132568
	Iteration 5Q: 3 clusters Score -1337177 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1337406.250000 Penalty: 3134.132568
	Iteration 6Q: 3 clusters Score -1337406 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1337747.875000 Penalty: 3134.132568
	Iteration 7Q: 3 clusters Score -1337748 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1338200.000000 Penalty: 3134.132568
	Iteration 8F: 3 clusters Score -1338200 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1338757.125000 Penalty: 3134.132568
	Iteration 9F: 3 clusters Score -1338757 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -1339430.000000 Penalty: 3134.132568
	Iteration 10F: 3 clusters Score -1339430 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -1340045.250000 Penalty: 3134.132568
	Iteration 11F: 3 clusters Score -1340045 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1340512.625000 Penalty: 3134.132568
	Iteration 12Q: 3 clusters Score -1340513 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1340879.875000 Penalty: 3134.132568
	Iteration 13Q: 3 clusters Score -1340880 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -1341167.250000 Penalty: 3134.132568
	Iteration 14Q: 3 clusters Score -1341167 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1341402.625000 Penalty: 3134.132568
	Iteration 15Q: 3 clusters Score -1341403 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1341594.375000 Penalty: 3134.132568
	Iteration 16Q: 3 clusters Score -1341594 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1341770.750000 Penalty: 3134.132568
	Iteration 17Q: 3 clusters Score -1341771 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1341942.125000 Penalty: 3134.132568
	Iteration 18Q: 3 clusters Score -1341942 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1342135.125000 Penalty: 3134.132568
	Iteration 19Q: 3 clusters Score -1342135 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1342298.125000 Penalty: 3134.132568
	Iteration 20F: 3 clusters Score -1342298 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1342422.500000 Penalty: 3134.132568
	Iteration 21Q: 3 clusters Score -1342422 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -1342508.500000 Penalty: 3134.132568
	Iteration 22Q: 3 clusters Score -1342508 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -1342559.250000 Penalty: 3134.132568
	Iteration 23Q: 3 clusters Score -1342559 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -1342588.375000 Penalty: 3134.132568
	Iteration 24Q: 3 clusters Score -1342588 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -1342600.375000 Penalty: 3134.132568
	Iteration 25Q: 3 clusters Score -1342600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1342615.625000 Penalty: 3134.132568
	Iteration 26Q: 3 clusters Score -1342616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1342630.375000 Penalty: 3134.132568
	Iteration 27Q: 3 clusters Score -1342630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -1342652.000000 Penalty: 3134.132568
	Iteration 28Q: 3 clusters Score -1342652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1342660.125000 Penalty: 3134.132568
	Iteration 29Q: 3 clusters Score -1342660 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1342668.500000 Penalty: 3134.132568
	Iteration 30Q: 3 clusters Score -1342668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1342684.500000 Penalty: 3134.132568
	Iteration 31Q: 3 clusters Score -1342684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1342687.750000 Penalty: 3134.132568
	Iteration 32Q: 3 clusters Score -1342688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1342693.375000 Penalty: 3134.132568
	Iteration 33Q: 3 clusters Score -1342693 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1342696.250000 Penalty: 3134.132568
	Iteration 34Q: 3 clusters Score -1342696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -1342698.125000 Penalty: 3134.132568
	Iteration 35Q: 3 clusters Score -1342698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1342699.750000 Penalty: 3134.132568
	Iteration 36Q: 3 clusters Score -1342700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1342697.875000 Penalty: 3134.132568
	Iteration 37Q: 3 clusters Score -1342698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1342697.750000 Penalty: 3134.132568
	Iteration 38Q: 3 clusters Score -1342698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1342697.750000 Penalty: 3134.132568
	Iteration 39Q: 3 clusters Score -1342698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1342697.750000 Penalty: 3134.132568
	Iteration 40F: 3 clusters Score -1342698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -1342697.625000 Penalty: 3134.132568
	Iteration 41Q: 3 clusters Score -1342698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1342697.625000 Penalty: 3134.132568
	Iteration 42Q: 3 clusters Score -1342698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -1342696.625000 Penalty: 3134.132568
	Iteration 43Q: 3 clusters Score -1342697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1342697.250000 Penalty: 3134.132568
	Iteration 44Q: 3 clusters Score -1342697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1342700.125000 Penalty: 3134.132568
	Iteration 45Q: 3 clusters Score -1342700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -1342700.000000 Penalty: 3134.132568
	Iteration 46Q: 3 clusters Score -1342700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1342699.625000 Penalty: 3134.132568
	Iteration 47Q: 3 clusters Score -1342700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1342700.250000 Penalty: 3134.132568
	Iteration 48Q: 3 clusters Score -1342700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1342700.250000 Penalty: 3134.132568
	Iteration 49F: 3 clusters Score -1342700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Entering Unmasked Estep 
Score: -415714.375000 Penalty: 1392.651733
	Iteration 0F: 2 clusters Score -415714.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -411613.625000 Penalty: 2785.303467
	Iteration 0F: 3 clusters Score -411613.6 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -413109.125000 Penalty: 2785.303467
	Iteration 1F: 3 clusters Score -413109.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -413711.281250 Penalty: 2785.303467
	Iteration 2F: 3 clusters Score -413711.3 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -414273.000000 Penalty: 2785.303467
	Iteration 3F: 3 clusters Score -414273 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -414734.375000 Penalty: 2785.303467
	Iteration 4F: 3 clusters Score -414734.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -414986.375000 Penalty: 2785.303467
	Iteration 5F: 3 clusters Score -414986.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -415111.500000 Penalty: 2785.303467
	Iteration 6Q: 3 clusters Score -415111.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -415177.593750 Penalty: 2785.303467
	Iteration 7Q: 3 clusters Score -415177.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -415206.562500 Penalty: 2785.303467
	Iteration 8Q: 3 clusters Score -415206.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -415226.562500 Penalty: 2785.303467
	Iteration 9Q: 3 clusters Score -415226.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -415241.218750 Penalty: 2785.303467
	Iteration 10Q: 3 clusters Score -415241.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -415264.687500 Penalty: 2785.303467
	Iteration 11Q: 3 clusters Score -415264.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -415275.687500 Penalty: 2785.303467
	Iteration 12Q: 3 clusters Score -415275.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -415284.281250 Penalty: 2785.303467
	Iteration 13Q: 3 clusters Score -415284.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -415291.000000 Penalty: 2785.303467
	Iteration 14Q: 3 clusters Score -415291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -415297.812500 Penalty: 2785.303467
	Iteration 15Q: 3 clusters Score -415297.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -415304.000000 Penalty: 2785.303467
	Iteration 16Q: 3 clusters Score -415304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -415311.468750 Penalty: 2785.303467
	Iteration 17Q: 3 clusters Score -415311.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -415319.468750 Penalty: 2785.303467
	Iteration 18Q: 3 clusters Score -415319.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -415330.187500 Penalty: 2785.303467
	Iteration 19Q: 3 clusters Score -415330.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -415334.750000 Penalty: 2785.303467
	Iteration 20F: 3 clusters Score -415334.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -415338.656250 Penalty: 2785.303467
	Iteration 21Q: 3 clusters Score -415338.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -415342.781250 Penalty: 2785.303467
	Iteration 22Q: 3 clusters Score -415342.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -415346.187500 Penalty: 2785.303467
	Iteration 23Q: 3 clusters Score -415346.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -415349.906250 Penalty: 2785.303467
	Iteration 24Q: 3 clusters Score -415349.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -415351.625000 Penalty: 2785.303467
	Iteration 25Q: 3 clusters Score -415351.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -415352.812500 Penalty: 2785.303467
	Iteration 26Q: 3 clusters Score -415352.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -415354.656250 Penalty: 2785.303467
	Iteration 27Q: 3 clusters Score -415354.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -415355.625000 Penalty: 2785.303467
	Iteration 28Q: 3 clusters Score -415355.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -415356.187500 Penalty: 2785.303467
	Iteration 29Q: 3 clusters Score -415356.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -415356.625000 Penalty: 2785.303467
	Iteration 30Q: 3 clusters Score -415356.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -415358.062500 Penalty: 2785.303467
	Iteration 31Q: 3 clusters Score -415358.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -415358.468750 Penalty: 2785.303467
	Iteration 32Q: 3 clusters Score -415358.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -415358.843750 Penalty: 2785.303467
	Iteration 33Q: 3 clusters Score -415358.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -415358.593750 Penalty: 2785.303467
	Iteration 34Q: 3 clusters Score -415358.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -415359.031250 Penalty: 2785.303467
	Iteration 35Q: 3 clusters Score -415359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -415359.031250 Penalty: 2785.303467
	Iteration 36F: 3 clusters Score -415359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Entering Unmasked Estep 
Score: -782878.437500 Penalty: 1475.593140
	Iteration 0F: 2 clusters Score -782878.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -776463.750000 Penalty: 2951.186279
	Iteration 0F: 3 clusters Score -776463.8 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -778534.750000 Penalty: 2951.186279
	Iteration 1F: 3 clusters Score -778534.8 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -778785.812500 Penalty: 2951.186279
	Iteration 2F: 3 clusters Score -778785.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -778982.187500 Penalty: 2951.186279
	Iteration 3F: 3 clusters Score -778982.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -779136.812500 Penalty: 2951.186279
	Iteration 4Q: 3 clusters Score -779136.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -779274.812500 Penalty: 2951.186279
	Iteration 5Q: 3 clusters Score -779274.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -779435.812500 Penalty: 2951.186279
	Iteration 6Q: 3 clusters Score -779435.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -779631.062500 Penalty: 2951.186279
	Iteration 7Q: 3 clusters Score -779631.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -779877.312500 Penalty: 2951.186279
	Iteration 8Q: 3 clusters Score -779877.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -780162.687500 Penalty: 2951.186279
	Iteration 9Q: 3 clusters Score -780162.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -780478.875000 Penalty: 2951.186279
	Iteration 10Q: 3 clusters Score -780478.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -780817.125000 Penalty: 2951.186279
	Iteration 11Q: 3 clusters Score -780817.1 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -781049.312500 Penalty: 2951.186279
	Iteration 12Q: 3 clusters Score -781049.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -781192.625000 Penalty: 2951.186279
	Iteration 13Q: 3 clusters Score -781192.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -781317.000000 Penalty: 2951.186279
	Iteration 14Q: 3 clusters Score -781317 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -781447.187500 Penalty: 2951.186279
	Iteration 15Q: 3 clusters Score -781447.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -781558.125000 Penalty: 2951.186279
	Iteration 16Q: 3 clusters Score -781558.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -781663.000000 Penalty: 2951.186279
	Iteration 17Q: 3 clusters Score -781663 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -781750.562500 Penalty: 2951.186279
	Iteration 18Q: 3 clusters Score -781750.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -781824.875000 Penalty: 2951.186279
	Iteration 19Q: 3 clusters Score -781824.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -781903.625000 Penalty: 2951.186279
	Iteration 20F: 3 clusters Score -781903.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -781967.562500 Penalty: 2951.186279
	Iteration 21Q: 3 clusters Score -781967.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -782021.187500 Penalty: 2951.186279
	Iteration 22Q: 3 clusters Score -782021.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -782071.375000 Penalty: 2951.186279
	Iteration 23Q: 3 clusters Score -782071.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -782112.375000 Penalty: 2951.186279
	Iteration 24Q: 3 clusters Score -782112.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -782141.500000 Penalty: 2951.186279
	Iteration 25Q: 3 clusters Score -782141.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -782158.875000 Penalty: 2951.186279
	Iteration 26Q: 3 clusters Score -782158.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -782166.375000 Penalty: 2951.186279
	Iteration 27Q: 3 clusters Score -782166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -782173.437500 Penalty: 2951.186279
	Iteration 28Q: 3 clusters Score -782173.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -782177.062500 Penalty: 2951.186279
	Iteration 29Q: 3 clusters Score -782177.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -782178.937500 Penalty: 2951.186279
	Iteration 30Q: 3 clusters Score -782178.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -782182.812500 Penalty: 2951.186279
	Iteration 31Q: 3 clusters Score -782182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -782184.812500 Penalty: 2951.186279
	Iteration 32Q: 3 clusters Score -782184.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -782187.312500 Penalty: 2951.186279
	Iteration 33Q: 3 clusters Score -782187.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -782188.687500 Penalty: 2951.186279
	Iteration 34Q: 3 clusters Score -782188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -782188.500000 Penalty: 2951.186279
	Iteration 35Q: 3 clusters Score -782188.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -782189.125000 Penalty: 2951.186279
	Iteration 36Q: 3 clusters Score -782189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -782188.312500 Penalty: 2951.186279
	Iteration 37Q: 3 clusters Score -782188.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -782189.625000 Penalty: 2951.186279
	Iteration 38Q: 3 clusters Score -782189.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -782190.125000 Penalty: 2951.186279
	Iteration 39Q: 3 clusters Score -782190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -782190.000000 Penalty: 2951.186279
	Iteration 40F: 3 clusters Score -782190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -782189.562500 Penalty: 2951.186279
	Iteration 41Q: 3 clusters Score -782189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -782188.750000 Penalty: 2951.186279
	Iteration 42Q: 3 clusters Score -782188.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -782189.687500 Penalty: 2951.186279
	Iteration 43Q: 3 clusters Score -782189.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -782189.687500 Penalty: 2951.186279
	Iteration 44F: 3 clusters Score -782189.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Entering Unmasked Estep 
Score: -698189.500000 Penalty: 1460.865845
	Iteration 0F: 2 clusters Score -698189.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -692282.875000 Penalty: 2921.731689
	Iteration 0F: 3 clusters Score -692282.9 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -694194.625000 Penalty: 2921.731689
	Iteration 1F: 3 clusters Score -694194.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -694433.375000 Penalty: 2921.731689
	Iteration 2F: 3 clusters Score -694433.4 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -694647.125000 Penalty: 2921.731689
	Iteration 3F: 3 clusters Score -694647.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -694859.312500 Penalty: 2921.731689
	Iteration 4Q: 3 clusters Score -694859.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -695078.062500 Penalty: 2921.731689
	Iteration 5Q: 3 clusters Score -695078.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -695300.187500 Penalty: 2921.731689
	Iteration 6Q: 3 clusters Score -695300.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -695563.000000 Penalty: 2921.731689
	Iteration 7Q: 3 clusters Score -695563 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -695847.500000 Penalty: 2921.731689
	Iteration 8Q: 3 clusters Score -695847.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -696095.250000 Penalty: 2921.731689
	Iteration 9Q: 3 clusters Score -696095.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -696315.687500 Penalty: 2921.731689
	Iteration 10Q: 3 clusters Score -696315.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -696468.437500 Penalty: 2921.731689
	Iteration 11Q: 3 clusters Score -696468.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -696572.500000 Penalty: 2921.731689
	Iteration 12Q: 3 clusters Score -696572.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -696641.687500 Penalty: 2921.731689
	Iteration 13Q: 3 clusters Score -696641.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -696689.687500 Penalty: 2921.731689
	Iteration 14Q: 3 clusters Score -696689.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -696728.375000 Penalty: 2921.731689
	Iteration 15Q: 3 clusters Score -696728.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -696770.312500 Penalty: 2921.731689
	Iteration 16Q: 3 clusters Score -696770.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -696800.000000 Penalty: 2921.731689
	Iteration 17Q: 3 clusters Score -696800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -696830.375000 Penalty: 2921.731689
	Iteration 18Q: 3 clusters Score -696830.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -696849.750000 Penalty: 2921.731689
	Iteration 19Q: 3 clusters Score -696849.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -696872.750000 Penalty: 2921.731689
	Iteration 20F: 3 clusters Score -696872.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -696894.062500 Penalty: 2921.731689
	Iteration 21Q: 3 clusters Score -696894.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -696909.125000 Penalty: 2921.731689
	Iteration 22Q: 3 clusters Score -696909.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -696922.437500 Penalty: 2921.731689
	Iteration 23Q: 3 clusters Score -696922.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -696934.687500 Penalty: 2921.731689
	Iteration 24Q: 3 clusters Score -696934.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -696941.125000 Penalty: 2921.731689
	Iteration 25Q: 3 clusters Score -696941.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -696948.312500 Penalty: 2921.731689
	Iteration 26Q: 3 clusters Score -696948.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -696952.937500 Penalty: 2921.731689
	Iteration 27Q: 3 clusters Score -696952.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -696959.312500 Penalty: 2921.731689
	Iteration 28Q: 3 clusters Score -696959.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -696969.250000 Penalty: 2921.731689
	Iteration 29Q: 3 clusters Score -696969.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -696978.500000 Penalty: 2921.731689
	Iteration 30Q: 3 clusters Score -696978.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -696986.625000 Penalty: 2921.731689
	Iteration 31Q: 3 clusters Score -696986.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -696996.062500 Penalty: 2921.731689
	Iteration 32Q: 3 clusters Score -696996.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -697004.562500 Penalty: 2921.731689
	Iteration 33Q: 3 clusters Score -697004.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -697012.875000 Penalty: 2921.731689
	Iteration 34Q: 3 clusters Score -697012.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -697020.187500 Penalty: 2921.731689
	Iteration 35Q: 3 clusters Score -697020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -697029.875000 Penalty: 2921.731689
	Iteration 36Q: 3 clusters Score -697029.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -697039.312500 Penalty: 2921.731689
	Iteration 37Q: 3 clusters Score -697039.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -697049.687500 Penalty: 2921.731689
	Iteration 38Q: 3 clusters Score -697049.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -697058.687500 Penalty: 2921.731689
	Iteration 39Q: 3 clusters Score -697058.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -697064.812500 Penalty: 2921.731689
	Iteration 40F: 3 clusters Score -697064.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -697072.000000 Penalty: 2921.731689
	Iteration 41Q: 3 clusters Score -697072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -697075.687500 Penalty: 2921.731689
	Iteration 42Q: 3 clusters Score -697075.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -697085.750000 Penalty: 2921.731689
	Iteration 43Q: 3 clusters Score -697085.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -697095.687500 Penalty: 2921.731689
	Iteration 44Q: 3 clusters Score -697095.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -697106.000000 Penalty: 2921.731689
	Iteration 45Q: 3 clusters Score -697106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -697116.500000 Penalty: 2921.731689
	Iteration 46Q: 3 clusters Score -697116.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -697124.500000 Penalty: 2921.731689
	Iteration 47Q: 3 clusters Score -697124.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -697134.250000 Penalty: 2921.731689
	Iteration 48Q: 3 clusters Score -697134.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -697143.937500 Penalty: 2921.731689
	Iteration 49Q: 3 clusters Score -697143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -697154.500000 Penalty: 2921.731689
	Iteration 50Q: 3 clusters Score -697154.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -697160.062500 Penalty: 2921.731689
	Iteration 51Q: 3 clusters Score -697160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -697168.812500 Penalty: 2921.731689
	Iteration 52Q: 3 clusters Score -697168.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -697180.375000 Penalty: 2921.731689
	Iteration 53Q: 3 clusters Score -697180.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -697187.625000 Penalty: 2921.731689
	Iteration 54Q: 3 clusters Score -697187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -697192.875000 Penalty: 2921.731689
	Iteration 55Q: 3 clusters Score -697192.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -697198.250000 Penalty: 2921.731689
	Iteration 56Q: 3 clusters Score -697198.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -697202.375000 Penalty: 2921.731689
	Iteration 57Q: 3 clusters Score -697202.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -697203.125000 Penalty: 2921.731689
	Iteration 58Q: 3 clusters Score -697203.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -697204.875000 Penalty: 2921.731689
	Iteration 59Q: 3 clusters Score -697204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -697206.250000 Penalty: 2921.731689
	Iteration 60F: 3 clusters Score -697206.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -697209.750000 Penalty: 2921.731689
	Iteration 61Q: 3 clusters Score -697209.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -697212.500000 Penalty: 2921.731689
	Iteration 62Q: 3 clusters Score -697212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -697213.812500 Penalty: 2921.731689
	Iteration 63Q: 3 clusters Score -697213.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -697214.875000 Penalty: 2921.731689
	Iteration 64Q: 3 clusters Score -697214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -697214.875000 Penalty: 2921.731689
	Iteration 65F: 3 clusters Score -697214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -367446.593750 Penalty: 1355.517944
	Iteration 0F: 2 clusters Score -367446.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -363968.500000 Penalty: 2711.035889
	Iteration 0F: 3 clusters Score -363968.5 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -364879.906250 Penalty: 2711.035889
	Iteration 1F: 3 clusters Score -364879.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -365057.531250 Penalty: 2711.035889
	Iteration 2F: 3 clusters Score -365057.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -365175.687500 Penalty: 2711.035889
	Iteration 3Q: 3 clusters Score -365175.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -365270.562500 Penalty: 2711.035889
	Iteration 4Q: 3 clusters Score -365270.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -365353.906250 Penalty: 2711.035889
	Iteration 5Q: 3 clusters Score -365353.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -365434.781250 Penalty: 2711.035889
	Iteration 6Q: 3 clusters Score -365434.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -365531.468750 Penalty: 2711.035889
	Iteration 7Q: 3 clusters Score -365531.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -365622.343750 Penalty: 2711.035889
	Iteration 8Q: 3 clusters Score -365622.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -365735.156250 Penalty: 2711.035889
	Iteration 9Q: 3 clusters Score -365735.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -365866.750000 Penalty: 2711.035889
	Iteration 10Q: 3 clusters Score -365866.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -366036.218750 Penalty: 2711.035889
	Iteration 11Q: 3 clusters Score -366036.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -366225.312500 Penalty: 2711.035889
	Iteration 12Q: 3 clusters Score -366225.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -366365.562500 Penalty: 2711.035889
	Iteration 13Q: 3 clusters Score -366365.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -366456.093750 Penalty: 2711.035889
	Iteration 14Q: 3 clusters Score -366456.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -366520.687500 Penalty: 2711.035889
	Iteration 15Q: 3 clusters Score -366520.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -366564.218750 Penalty: 2711.035889
	Iteration 16Q: 3 clusters Score -366564.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -366603.406250 Penalty: 2711.035889
	Iteration 17Q: 3 clusters Score -366603.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -366632.468750 Penalty: 2711.035889
	Iteration 18Q: 3 clusters Score -366632.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -366644.000000 Penalty: 2711.035889
	Iteration 19Q: 3 clusters Score -366644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -366653.125000 Penalty: 2711.035889
	Iteration 20F: 3 clusters Score -366653.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -366657.218750 Penalty: 2711.035889
	Iteration 21Q: 3 clusters Score -366657.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -366659.281250 Penalty: 2711.035889
	Iteration 22Q: 3 clusters Score -366659.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -366660.500000 Penalty: 2711.035889
	Iteration 23Q: 3 clusters Score -366660.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -366661.312500 Penalty: 2711.035889
	Iteration 24Q: 3 clusters Score -366661.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -366662.906250 Penalty: 2711.035889
	Iteration 25Q: 3 clusters Score -366662.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -366662.906250 Penalty: 2711.035889
	Iteration 26F: 3 clusters Score -366662.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Entering Unmasked Estep 
Score: -1171712.750000 Penalty: 1543.643799
	Iteration 0F: 2 clusters Score -1171713 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -1162362.875000 Penalty: 3087.287598
	Iteration 0F: 3 clusters Score -1162363 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1165491.000000 Penalty: 3087.287598
	Iteration 1F: 3 clusters Score -1165491 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1165865.500000 Penalty: 3087.287598
	Iteration 2F: 3 clusters Score -1165866 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1166253.000000 Penalty: 3087.287598
	Iteration 3F: 3 clusters Score -1166253 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1166664.500000 Penalty: 3087.287598
	Iteration 4F: 3 clusters Score -1166664 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1167063.750000 Penalty: 3087.287598
	Iteration 5F: 3 clusters Score -1167064 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1167458.500000 Penalty: 3087.287598
	Iteration 6F: 3 clusters Score -1167458 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1167791.875000 Penalty: 3087.287598
	Iteration 7Q: 3 clusters Score -1167792 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -1168116.000000 Penalty: 3087.287598
	Iteration 8Q: 3 clusters Score -1168116 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1168406.250000 Penalty: 3087.287598
	Iteration 9Q: 3 clusters Score -1168406 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1168633.000000 Penalty: 3087.287598
	Iteration 10Q: 3 clusters Score -1168633 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1168817.500000 Penalty: 3087.287598
	Iteration 11Q: 3 clusters Score -1168818 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -1168964.375000 Penalty: 3087.287598
	Iteration 12Q: 3 clusters Score -1168964 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1169112.625000 Penalty: 3087.287598
	Iteration 13Q: 3 clusters Score -1169113 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1169264.375000 Penalty: 3087.287598
	Iteration 14Q: 3 clusters Score -1169264 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1169405.625000 Penalty: 3087.287598
	Iteration 15Q: 3 clusters Score -1169406 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1169524.375000 Penalty: 3087.287598
	Iteration 16Q: 3 clusters Score -1169524 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1169608.625000 Penalty: 3087.287598
	Iteration 17Q: 3 clusters Score -1169609 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1169656.250000 Penalty: 3087.287598
	Iteration 18Q: 3 clusters Score -1169656 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1169706.000000 Penalty: 3087.287598
	Iteration 19Q: 3 clusters Score -1169706 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1169738.750000 Penalty: 3087.287598
	Iteration 20F: 3 clusters Score -1169739 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1169765.250000 Penalty: 3087.287598
	Iteration 21Q: 3 clusters Score -1169765 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1169788.250000 Penalty: 3087.287598
	Iteration 22Q: 3 clusters Score -1169788 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1169807.625000 Penalty: 3087.287598
	Iteration 23Q: 3 clusters Score -1169808 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1169821.500000 Penalty: 3087.287598
	Iteration 24Q: 3 clusters Score -1169822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1169834.250000 Penalty: 3087.287598
	Iteration 25Q: 3 clusters Score -1169834 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1169844.375000 Penalty: 3087.287598
	Iteration 26Q: 3 clusters Score -1169844 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1169856.000000 Penalty: 3087.287598
	Iteration 27Q: 3 clusters Score -1169856 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1169869.250000 Penalty: 3087.287598
	Iteration 28Q: 3 clusters Score -1169869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1169890.500000 Penalty: 3087.287598
	Iteration 29Q: 3 clusters Score -1169890 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1169910.125000 Penalty: 3087.287598
	Iteration 30Q: 3 clusters Score -1169910 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1169932.000000 Penalty: 3087.287598
	Iteration 31Q: 3 clusters Score -1169932 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1169970.125000 Penalty: 3087.287598
	Iteration 32Q: 3 clusters Score -1169970 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -1170004.000000 Penalty: 3087.287598
	Iteration 33Q: 3 clusters Score -1170004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1170042.875000 Penalty: 3087.287598
	Iteration 34Q: 3 clusters Score -1170043 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1170087.250000 Penalty: 3087.287598
	Iteration 35Q: 3 clusters Score -1170087 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -1170161.500000 Penalty: 3087.287598
	Iteration 36Q: 3 clusters Score -1170162 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1170259.250000 Penalty: 3087.287598
	Iteration 37Q: 3 clusters Score -1170259 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1170368.125000 Penalty: 3087.287598
	Iteration 38Q: 3 clusters Score -1170368 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1170457.625000 Penalty: 3087.287598
	Iteration 39Q: 3 clusters Score -1170458 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -1170529.125000 Penalty: 3087.287598
	Iteration 40F: 3 clusters Score -1170529 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1170585.750000 Penalty: 3087.287598
	Iteration 41Q: 3 clusters Score -1170586 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1170625.500000 Penalty: 3087.287598
	Iteration 42Q: 3 clusters Score -1170626 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1170666.500000 Penalty: 3087.287598
	Iteration 43Q: 3 clusters Score -1170666 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1170702.500000 Penalty: 3087.287598
	Iteration 44Q: 3 clusters Score -1170702 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1170737.875000 Penalty: 3087.287598
	Iteration 45Q: 3 clusters Score -1170738 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1170771.375000 Penalty: 3087.287598
	Iteration 46Q: 3 clusters Score -1170771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1170800.250000 Penalty: 3087.287598
	Iteration 47Q: 3 clusters Score -1170800 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1170838.500000 Penalty: 3087.287598
	Iteration 48Q: 3 clusters Score -1170838 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1170883.375000 Penalty: 3087.287598
	Iteration 49Q: 3 clusters Score -1170883 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1170932.000000 Penalty: 3087.287598
	Iteration 50Q: 3 clusters Score -1170932 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -1170992.000000 Penalty: 3087.287598
	Iteration 51Q: 3 clusters Score -1170992 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -1171038.875000 Penalty: 3087.287598
	Iteration 52Q: 3 clusters Score -1171039 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1171066.250000 Penalty: 3087.287598
	Iteration 53Q: 3 clusters Score -1171066 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1171092.750000 Penalty: 3087.287598
	Iteration 54Q: 3 clusters Score -1171093 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1171102.250000 Penalty: 3087.287598
	Iteration 55Q: 3 clusters Score -1171102 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1171107.250000 Penalty: 3087.287598
	Iteration 56Q: 3 clusters Score -1171107 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1171108.500000 Penalty: 3087.287598
	Iteration 57Q: 3 clusters Score -1171108 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1171116.375000 Penalty: 3087.287598
	Iteration 58Q: 3 clusters Score -1171116 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1171118.375000 Penalty: 3087.287598
	Iteration 59Q: 3 clusters Score -1171118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1171125.875000 Penalty: 3087.287598
	Iteration 60F: 3 clusters Score -1171126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1171125.125000 Penalty: 3087.287598
	Iteration 61Q: 3 clusters Score -1171125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1171126.625000 Penalty: 3087.287598
	Iteration 62Q: 3 clusters Score -1171127 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1171129.875000 Penalty: 3087.287598
	Iteration 63Q: 3 clusters Score -1171130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -1171135.625000 Penalty: 3087.287598
	Iteration 64Q: 3 clusters Score -1171136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1171138.500000 Penalty: 3087.287598
	Iteration 65Q: 3 clusters Score -1171138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1171139.750000 Penalty: 3087.287598
	Iteration 66Q: 3 clusters Score -1171140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1171141.000000 Penalty: 3087.287598
	Iteration 67Q: 3 clusters Score -1171141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1171145.625000 Penalty: 3087.287598
	Iteration 68Q: 3 clusters Score -1171146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1171142.250000 Penalty: 3087.287598
	Iteration 69Q: 3 clusters Score -1171142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1171145.875000 Penalty: 3087.287598
	Iteration 70Q: 3 clusters Score -1171146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1171148.375000 Penalty: 3087.287598
	Iteration 71Q: 3 clusters Score -1171148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1171152.375000 Penalty: 3087.287598
	Iteration 72Q: 3 clusters Score -1171152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1171152.000000 Penalty: 3087.287598
	Iteration 73Q: 3 clusters Score -1171152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1171156.375000 Penalty: 3087.287598
	Iteration 74Q: 3 clusters Score -1171156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -1171159.250000 Penalty: 3087.287598
	Iteration 75Q: 3 clusters Score -1171159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1171159.125000 Penalty: 3087.287598
	Iteration 76Q: 3 clusters Score -1171159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1171164.250000 Penalty: 3087.287598
	Iteration 77Q: 3 clusters Score -1171164 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -1171166.875000 Penalty: 3087.287598
	Iteration 78Q: 3 clusters Score -1171167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1171171.875000 Penalty: 3087.287598
	Iteration 79Q: 3 clusters Score -1171172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1171180.750000 Penalty: 3087.287598
	Iteration 80F: 3 clusters Score -1171181 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1171181.500000 Penalty: 3087.287598
	Iteration 81Q: 3 clusters Score -1171182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1171182.750000 Penalty: 3087.287598
	Iteration 82Q: 3 clusters Score -1171183 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1171186.250000 Penalty: 3087.287598
	Iteration 83Q: 3 clusters Score -1171186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1171190.125000 Penalty: 3087.287598
	Iteration 84Q: 3 clusters Score -1171190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -1171191.625000 Penalty: 3087.287598
	Iteration 85Q: 3 clusters Score -1171192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1171196.625000 Penalty: 3087.287598
	Iteration 86Q: 3 clusters Score -1171197 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -1171198.375000 Penalty: 3087.287598
	Iteration 87Q: 3 clusters Score -1171198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1171197.000000 Penalty: 3087.287598
	Iteration 88Q: 3 clusters Score -1171197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1171197.375000 Penalty: 3087.287598
	Iteration 89Q: 3 clusters Score -1171197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -1171198.750000 Penalty: 3087.287598
	Iteration 90Q: 3 clusters Score -1171199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1171197.125000 Penalty: 3087.287598
	Iteration 91Q: 3 clusters Score -1171197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1171200.875000 Penalty: 3087.287598
	Iteration 92Q: 3 clusters Score -1171201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1171199.500000 Penalty: 3087.287598
	Iteration 93Q: 3 clusters Score -1171200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1171199.125000 Penalty: 3087.287598
	Iteration 94Q: 3 clusters Score -1171199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1171199.125000 Penalty: 3087.287598
	Iteration 95F: 3 clusters Score -1171199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Entering Unmasked Estep 
Score: -397448.125000 Penalty: 1370.988159
	Iteration 0F: 2 clusters Score -397448.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -393728.281250 Penalty: 2741.976318
	Iteration 0F: 3 clusters Score -393728.3 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -394736.406250 Penalty: 2741.976318
	Iteration 1F: 3 clusters Score -394736.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -394989.281250 Penalty: 2741.976318
	Iteration 2F: 3 clusters Score -394989.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -395216.281250 Penalty: 2741.976318
	Iteration 3F: 3 clusters Score -395216.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -395461.687500 Penalty: 2741.976318
	Iteration 4F: 3 clusters Score -395461.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -395729.593750 Penalty: 2741.976318
	Iteration 5F: 3 clusters Score -395729.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -395993.656250 Penalty: 2741.976318
	Iteration 6F: 3 clusters Score -395993.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -396239.187500 Penalty: 2741.976318
	Iteration 7F: 3 clusters Score -396239.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -396415.187500 Penalty: 2741.976318
	Iteration 8Q: 3 clusters Score -396415.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -396507.781250 Penalty: 2741.976318
	Iteration 9Q: 3 clusters Score -396507.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -396575.343750 Penalty: 2741.976318
	Iteration 10Q: 3 clusters Score -396575.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -396621.906250 Penalty: 2741.976318
	Iteration 11Q: 3 clusters Score -396621.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -396655.593750 Penalty: 2741.976318
	Iteration 12Q: 3 clusters Score -396655.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -396684.281250 Penalty: 2741.976318
	Iteration 13Q: 3 clusters Score -396684.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -396715.937500 Penalty: 2741.976318
	Iteration 14Q: 3 clusters Score -396715.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -396742.468750 Penalty: 2741.976318
	Iteration 15Q: 3 clusters Score -396742.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -396771.625000 Penalty: 2741.976318
	Iteration 16Q: 3 clusters Score -396771.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -396796.062500 Penalty: 2741.976318
	Iteration 17Q: 3 clusters Score -396796.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -396819.656250 Penalty: 2741.976318
	Iteration 18Q: 3 clusters Score -396819.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -396841.625000 Penalty: 2741.976318
	Iteration 19Q: 3 clusters Score -396841.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -396855.468750 Penalty: 2741.976318
	Iteration 20F: 3 clusters Score -396855.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -396871.062500 Penalty: 2741.976318
	Iteration 21Q: 3 clusters Score -396871.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -396886.937500 Penalty: 2741.976318
	Iteration 22Q: 3 clusters Score -396886.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -396902.468750 Penalty: 2741.976318
	Iteration 23Q: 3 clusters Score -396902.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -396915.718750 Penalty: 2741.976318
	Iteration 24Q: 3 clusters Score -396915.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -396927.281250 Penalty: 2741.976318
	Iteration 25Q: 3 clusters Score -396927.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -396939.812500 Penalty: 2741.976318
	Iteration 26Q: 3 clusters Score -396939.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -396953.187500 Penalty: 2741.976318
	Iteration 27Q: 3 clusters Score -396953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -396966.375000 Penalty: 2741.976318
	Iteration 28Q: 3 clusters Score -396966.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -396976.187500 Penalty: 2741.976318
	Iteration 29Q: 3 clusters Score -396976.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -396990.687500 Penalty: 2741.976318
	Iteration 30Q: 3 clusters Score -396990.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -397002.562500 Penalty: 2741.976318
	Iteration 31Q: 3 clusters Score -397002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -397013.843750 Penalty: 2741.976318
	Iteration 32Q: 3 clusters Score -397013.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -397025.937500 Penalty: 2741.976318
	Iteration 33Q: 3 clusters Score -397025.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -397034.812500 Penalty: 2741.976318
	Iteration 34Q: 3 clusters Score -397034.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -397039.062500 Penalty: 2741.976318
	Iteration 35Q: 3 clusters Score -397039.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -397042.937500 Penalty: 2741.976318
	Iteration 36Q: 3 clusters Score -397042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -397047.281250 Penalty: 2741.976318
	Iteration 37Q: 3 clusters Score -397047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -397050.500000 Penalty: 2741.976318
	Iteration 38Q: 3 clusters Score -397050.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -397054.437500 Penalty: 2741.976318
	Iteration 39Q: 3 clusters Score -397054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -397057.531250 Penalty: 2741.976318
	Iteration 40F: 3 clusters Score -397057.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -397059.156250 Penalty: 2741.976318
	Iteration 41Q: 3 clusters Score -397059.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -397060.406250 Penalty: 2741.976318
	Iteration 42Q: 3 clusters Score -397060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -397060.906250 Penalty: 2741.976318
	Iteration 43Q: 3 clusters Score -397060.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -397061.281250 Penalty: 2741.976318
	Iteration 44Q: 3 clusters Score -397061.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -397061.375000 Penalty: 2741.976318
	Iteration 45Q: 3 clusters Score -397061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -397062.593750 Penalty: 2741.976318
	Iteration 46Q: 3 clusters Score -397062.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -397062.906250 Penalty: 2741.976318
	Iteration 47Q: 3 clusters Score -397062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -397064.656250 Penalty: 2741.976318
	Iteration 48Q: 3 clusters Score -397064.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -397064.343750 Penalty: 2741.976318
	Iteration 49Q: 3 clusters Score -397064.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -397066.062500 Penalty: 2741.976318
	Iteration 50Q: 3 clusters Score -397066.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -397066.062500 Penalty: 2741.976318
	Iteration 51F: 3 clusters Score -397066.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -45284.472656 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -45284.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44172.625000 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -44172.62 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44317.460938 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -44317.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44356.273438 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -44356.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44378.765625 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -44378.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -44392.984375 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -44392.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -44400.722656 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -44400.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44413.984375 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -44413.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44425.601562 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -44425.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -44435.753906 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -44435.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -44450.707031 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -44450.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -44460.773438 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -44460.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44465.894531 Penalty: 2031.868774
	Iteration 11Q: 3 clusters Score -44465.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44466.750000 Penalty: 2031.868774
	Iteration 12Q: 3 clusters Score -44466.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44466.750000 Penalty: 2031.868774
	Iteration 13F: 3 clusters Score -44466.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Entering Unmasked Estep 
Score: -448670.312500 Penalty: 1389.665405
	Iteration 0F: 2 clusters Score -448670.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -444546.625000 Penalty: 2779.330811
	Iteration 0F: 3 clusters Score -444546.6 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -445751.906250 Penalty: 2779.330811
	Iteration 1F: 3 clusters Score -445751.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -445942.281250 Penalty: 2779.330811
	Iteration 2F: 3 clusters Score -445942.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -446064.906250 Penalty: 2779.330811
	Iteration 3F: 3 clusters Score -446064.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -446144.406250 Penalty: 2779.330811
	Iteration 4Q: 3 clusters Score -446144.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -446214.468750 Penalty: 2779.330811
	Iteration 5Q: 3 clusters Score -446214.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -446276.750000 Penalty: 2779.330811
	Iteration 6Q: 3 clusters Score -446276.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -446331.093750 Penalty: 2779.330811
	Iteration 7Q: 3 clusters Score -446331.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -446385.437500 Penalty: 2779.330811
	Iteration 8Q: 3 clusters Score -446385.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -446430.031250 Penalty: 2779.330811
	Iteration 9Q: 3 clusters Score -446430 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -446459.875000 Penalty: 2779.330811
	Iteration 10Q: 3 clusters Score -446459.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -446483.250000 Penalty: 2779.330811
	Iteration 11Q: 3 clusters Score -446483.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -446507.343750 Penalty: 2779.330811
	Iteration 12Q: 3 clusters Score -446507.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -446530.281250 Penalty: 2779.330811
	Iteration 13Q: 3 clusters Score -446530.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -446551.156250 Penalty: 2779.330811
	Iteration 14Q: 3 clusters Score -446551.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -446579.312500 Penalty: 2779.330811
	Iteration 15Q: 3 clusters Score -446579.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -446619.968750 Penalty: 2779.330811
	Iteration 16Q: 3 clusters Score -446620 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -446677.937500 Penalty: 2779.330811
	Iteration 17Q: 3 clusters Score -446677.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -446743.656250 Penalty: 2779.330811
	Iteration 18Q: 3 clusters Score -446743.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -446809.343750 Penalty: 2779.330811
	Iteration 19Q: 3 clusters Score -446809.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -446869.625000 Penalty: 2779.330811
	Iteration 20F: 3 clusters Score -446869.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -446924.687500 Penalty: 2779.330811
	Iteration 21Q: 3 clusters Score -446924.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -446981.250000 Penalty: 2779.330811
	Iteration 22Q: 3 clusters Score -446981.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -447039.843750 Penalty: 2779.330811
	Iteration 23Q: 3 clusters Score -447039.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -447090.750000 Penalty: 2779.330811
	Iteration 24Q: 3 clusters Score -447090.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -447131.687500 Penalty: 2779.330811
	Iteration 25Q: 3 clusters Score -447131.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -447167.875000 Penalty: 2779.330811
	Iteration 26Q: 3 clusters Score -447167.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -447196.750000 Penalty: 2779.330811
	Iteration 27Q: 3 clusters Score -447196.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -447227.625000 Penalty: 2779.330811
	Iteration 28Q: 3 clusters Score -447227.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -447253.937500 Penalty: 2779.330811
	Iteration 29Q: 3 clusters Score -447253.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -447277.187500 Penalty: 2779.330811
	Iteration 30Q: 3 clusters Score -447277.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -447298.656250 Penalty: 2779.330811
	Iteration 31Q: 3 clusters Score -447298.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -447320.031250 Penalty: 2779.330811
	Iteration 32Q: 3 clusters Score -447320 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -447338.687500 Penalty: 2779.330811
	Iteration 33Q: 3 clusters Score -447338.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -447357.906250 Penalty: 2779.330811
	Iteration 34Q: 3 clusters Score -447357.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -447378.687500 Penalty: 2779.330811
	Iteration 35Q: 3 clusters Score -447378.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -447399.875000 Penalty: 2779.330811
	Iteration 36Q: 3 clusters Score -447399.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -447416.718750 Penalty: 2779.330811
	Iteration 37Q: 3 clusters Score -447416.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -447433.000000 Penalty: 2779.330811
	Iteration 38Q: 3 clusters Score -447433 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -447448.875000 Penalty: 2779.330811
	Iteration 39Q: 3 clusters Score -447448.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -447463.250000 Penalty: 2779.330811
	Iteration 40F: 3 clusters Score -447463.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -447477.250000 Penalty: 2779.330811
	Iteration 41Q: 3 clusters Score -447477.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -447485.687500 Penalty: 2779.330811
	Iteration 42Q: 3 clusters Score -447485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -447494.875000 Penalty: 2779.330811
	Iteration 43Q: 3 clusters Score -447494.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -447509.156250 Penalty: 2779.330811
	Iteration 44Q: 3 clusters Score -447509.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -447521.937500 Penalty: 2779.330811
	Iteration 45Q: 3 clusters Score -447521.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -447533.125000 Penalty: 2779.330811
	Iteration 46Q: 3 clusters Score -447533.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -447542.875000 Penalty: 2779.330811
	Iteration 47Q: 3 clusters Score -447542.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -447549.750000 Penalty: 2779.330811
	Iteration 48Q: 3 clusters Score -447549.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -447560.062500 Penalty: 2779.330811
	Iteration 49Q: 3 clusters Score -447560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -447568.468750 Penalty: 2779.330811
	Iteration 50Q: 3 clusters Score -447568.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -447576.468750 Penalty: 2779.330811
	Iteration 51Q: 3 clusters Score -447576.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -447579.281250 Penalty: 2779.330811
	Iteration 52Q: 3 clusters Score -447579.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -447584.000000 Penalty: 2779.330811
	Iteration 53Q: 3 clusters Score -447584 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -447592.375000 Penalty: 2779.330811
	Iteration 54Q: 3 clusters Score -447592.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -447600.562500 Penalty: 2779.330811
	Iteration 55Q: 3 clusters Score -447600.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -447605.500000 Penalty: 2779.330811
	Iteration 56Q: 3 clusters Score -447605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -447609.500000 Penalty: 2779.330811
	Iteration 57Q: 3 clusters Score -447609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -447613.406250 Penalty: 2779.330811
	Iteration 58Q: 3 clusters Score -447613.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -447619.406250 Penalty: 2779.330811
	Iteration 59Q: 3 clusters Score -447619.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -447632.468750 Penalty: 2779.330811
	Iteration 60F: 3 clusters Score -447632.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -447637.937500 Penalty: 2779.330811
	Iteration 61Q: 3 clusters Score -447637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -447641.187500 Penalty: 2779.330811
	Iteration 62Q: 3 clusters Score -447641.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -447642.625000 Penalty: 2779.330811
	Iteration 63Q: 3 clusters Score -447642.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -447643.531250 Penalty: 2779.330811
	Iteration 64Q: 3 clusters Score -447643.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -447643.531250 Penalty: 2779.330811
	Iteration 65F: 3 clusters Score -447643.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Entering Unmasked Estep 
Score: -590678.687500 Penalty: 1432.183716
	Iteration 0F: 2 clusters Score -590678.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -585615.812500 Penalty: 2864.367432
	Iteration 0F: 3 clusters Score -585615.8 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -587092.875000 Penalty: 2864.367432
	Iteration 1F: 3 clusters Score -587092.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -587283.625000 Penalty: 2864.367432
	Iteration 2F: 3 clusters Score -587283.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -587419.562500 Penalty: 2864.367432
	Iteration 3Q: 3 clusters Score -587419.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -587519.062500 Penalty: 2864.367432
	Iteration 4Q: 3 clusters Score -587519.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -587614.125000 Penalty: 2864.367432
	Iteration 5Q: 3 clusters Score -587614.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -587704.187500 Penalty: 2864.367432
	Iteration 6Q: 3 clusters Score -587704.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -587804.750000 Penalty: 2864.367432
	Iteration 7Q: 3 clusters Score -587804.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -587906.875000 Penalty: 2864.367432
	Iteration 8Q: 3 clusters Score -587906.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -588028.937500 Penalty: 2864.367432
	Iteration 9Q: 3 clusters Score -588028.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -588177.875000 Penalty: 2864.367432
	Iteration 10Q: 3 clusters Score -588177.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -588361.875000 Penalty: 2864.367432
	Iteration 11Q: 3 clusters Score -588361.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -588585.062500 Penalty: 2864.367432
	Iteration 12Q: 3 clusters Score -588585.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -588812.687500 Penalty: 2864.367432
	Iteration 13Q: 3 clusters Score -588812.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -589002.687500 Penalty: 2864.367432
	Iteration 14Q: 3 clusters Score -589002.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -589176.437500 Penalty: 2864.367432
	Iteration 15Q: 3 clusters Score -589176.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -589280.062500 Penalty: 2864.367432
	Iteration 16Q: 3 clusters Score -589280.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -589346.812500 Penalty: 2864.367432
	Iteration 17Q: 3 clusters Score -589346.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -589383.750000 Penalty: 2864.367432
	Iteration 18Q: 3 clusters Score -589383.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -589420.750000 Penalty: 2864.367432
	Iteration 19Q: 3 clusters Score -589420.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -589439.750000 Penalty: 2864.367432
	Iteration 20F: 3 clusters Score -589439.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -589462.187500 Penalty: 2864.367432
	Iteration 21Q: 3 clusters Score -589462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -589473.312500 Penalty: 2864.367432
	Iteration 22Q: 3 clusters Score -589473.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -589480.812500 Penalty: 2864.367432
	Iteration 23Q: 3 clusters Score -589480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -589487.625000 Penalty: 2864.367432
	Iteration 24Q: 3 clusters Score -589487.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -589495.750000 Penalty: 2864.367432
	Iteration 25Q: 3 clusters Score -589495.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -589500.625000 Penalty: 2864.367432
	Iteration 26Q: 3 clusters Score -589500.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -589504.187500 Penalty: 2864.367432
	Iteration 27Q: 3 clusters Score -589504.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -589506.500000 Penalty: 2864.367432
	Iteration 28Q: 3 clusters Score -589506.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -589506.500000 Penalty: 2864.367432
	Iteration 29F: 3 clusters Score -589506.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -172917.593750 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -172917.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -170814.609375 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -170814.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -171344.875000 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -171344.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -171523.015625 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -171523 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -171653.765625 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -171653.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -171781.781250 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -171781.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -171889.875000 Penalty: 2485.220215
	Iteration 5F: 3 clusters Score -171889.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -171944.796875 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -171944.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -171997.453125 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -171997.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -172031.734375 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -172031.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -172057.125000 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -172057.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -172079.031250 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -172079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -172098.656250 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -172098.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -172111.796875 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -172111.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -172125.156250 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -172125.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -172143.796875 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -172143.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -172158.750000 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -172158.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -172173.734375 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -172173.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -172186.687500 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -172186.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -172197.437500 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -172197.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -172207.390625 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -172207.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -172215.593750 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -172215.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -172221.531250 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -172221.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -172232.484375 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -172232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -172240.312500 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -172240.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -172247.640625 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -172247.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -172257.156250 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -172257.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -172268.468750 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -172268.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -172276.875000 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -172276.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -172283.015625 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -172283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -172288.234375 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -172288.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -172290.531250 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -172290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -172291.031250 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -172291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -172291.906250 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -172291.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -172294.062500 Penalty: 2485.220215
	Iteration 33Q: 3 clusters Score -172294.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -172294.562500 Penalty: 2485.220215
	Iteration 34Q: 3 clusters Score -172294.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -172295.031250 Penalty: 2485.220215
	Iteration 35Q: 3 clusters Score -172295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -172295.031250 Penalty: 2485.220215
	Iteration 36F: 3 clusters Score -172295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110478 members 
Entering Unmasked Estep 
Score: -9627022.000000 Penalty: 1887.042847
	Iteration 0F: 2 clusters Score -9627022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -9553280.000000 Penalty: 3774.085693
	Iteration 0F: 3 clusters Score -9553280 nChanged 52736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58925 members 
Mstep: Class 2 contains 51553 members 
Entering Unmasked Estep 
Score: -9585395.000000 Penalty: 3774.085693
	Iteration 1F: 3 clusters Score -9585395 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -9587499.000000 Penalty: 3774.085693
	Iteration 2Q: 3 clusters Score -9587499 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -9590539.000000 Penalty: 3774.085693
	Iteration 3F: 3 clusters Score -9590539 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69559 members 
Mstep: Class 2 contains 40919 members 
Entering Unmasked Estep 
Score: -9594506.000000 Penalty: 3774.085693
	Iteration 4F: 3 clusters Score -9594506 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75040 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -9599115.000000 Penalty: 3774.085693
	Iteration 5F: 3 clusters Score -9599115 nChanged 7354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80958 members 
Mstep: Class 2 contains 29520 members 
Entering Unmasked Estep 
Score: -9603501.000000 Penalty: 3774.085693
	Iteration 6F: 3 clusters Score -9603501 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86815 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -9607523.000000 Penalty: 3774.085693
	Iteration 7F: 3 clusters Score -9607523 nChanged 5685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -9611263.000000 Penalty: 3774.085693
	Iteration 8F: 3 clusters Score -9611263 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97355 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -9614613.000000 Penalty: 3774.085693
	Iteration 9Q: 3 clusters Score -9614613 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101704 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -9617760.000000 Penalty: 3774.085693
	Iteration 10Q: 3 clusters Score -9617760 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105255 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -9620636.000000 Penalty: 3774.085693
	Iteration 11Q: 3 clusters Score -9620636 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107841 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -9622894.000000 Penalty: 3774.085693
	Iteration 12Q: 3 clusters Score -9622894 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9624277.000000 Penalty: 3774.085693
	Iteration 13Q: 3 clusters Score -9624277 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9624874.000000 Penalty: 3774.085693
	Iteration 14Q: 3 clusters Score -9624874 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110149 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9625072.000000 Penalty: 3774.085693
	Iteration 15Q: 3 clusters Score -9625072 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110225 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9625175.000000 Penalty: 3774.085693
	Iteration 16Q: 3 clusters Score -9625175 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -9625220.000000 Penalty: 3774.085693
	Iteration 17Q: 3 clusters Score -9625220 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110268 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9625248.000000 Penalty: 3774.085693
	Iteration 18Q: 3 clusters Score -9625248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110277 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -9625274.000000 Penalty: 3774.085693
	Iteration 19Q: 3 clusters Score -9625274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110286 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -9625284.000000 Penalty: 3774.085693
	Iteration 20F: 3 clusters Score -9625284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110291 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9625293.000000 Penalty: 3774.085693
	Iteration 21Q: 3 clusters Score -9625293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9625293.000000 Penalty: 3774.085693
	Iteration 22Q: 3 clusters Score -9625293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9625307.000000 Penalty: 3774.085693
	Iteration 23Q: 3 clusters Score -9625307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9625306.000000 Penalty: 3774.085693
	Iteration 24Q: 3 clusters Score -9625306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9625315.000000 Penalty: 3774.085693
	Iteration 25Q: 3 clusters Score -9625315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9625321.000000 Penalty: 3774.085693
	Iteration 26Q: 3 clusters Score -9625321 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9625329.000000 Penalty: 3774.085693
	Iteration 27Q: 3 clusters Score -9625329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110297 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -9625328.000000 Penalty: 3774.085693
	Iteration 28Q: 3 clusters Score -9625328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -9625327.000000 Penalty: 3774.085693
	Iteration 29Q: 3 clusters Score -9625327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110295 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -9625336.000000 Penalty: 3774.085693
	Iteration 30Q: 3 clusters Score -9625336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110299 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -9625340.000000 Penalty: 3774.085693
	Iteration 31Q: 3 clusters Score -9625340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110300 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -9625345.000000 Penalty: 3774.085693
	Iteration 32Q: 3 clusters Score -9625345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -9625351.000000 Penalty: 3774.085693
	Iteration 33Q: 3 clusters Score -9625351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110302 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -9625350.000000 Penalty: 3774.085693
	Iteration 34Q: 3 clusters Score -9625350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110305 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -9625358.000000 Penalty: 3774.085693
	Iteration 35Q: 3 clusters Score -9625358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9625364.000000 Penalty: 3774.085693
	Iteration 36Q: 3 clusters Score -9625364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110304 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -9625364.000000 Penalty: 3774.085693
	Iteration 37F: 3 clusters Score -9625364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Entering Unmasked Estep 
Score: -370861.406250 Penalty: 1374.230957
	Iteration 0F: 2 clusters Score -370861.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -367085.281250 Penalty: 2748.461914
	Iteration 0F: 3 clusters Score -367085.3 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -368247.781250 Penalty: 2748.461914
	Iteration 1F: 3 clusters Score -368247.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -368626.000000 Penalty: 2748.461914
	Iteration 2F: 3 clusters Score -368626 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -369004.906250 Penalty: 2748.461914
	Iteration 3F: 3 clusters Score -369004.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -369363.187500 Penalty: 2748.461914
	Iteration 4F: 3 clusters Score -369363.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -369688.125000 Penalty: 2748.461914
	Iteration 5F: 3 clusters Score -369688.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -369971.937500 Penalty: 2748.461914
	Iteration 6F: 3 clusters Score -369971.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -370170.718750 Penalty: 2748.461914
	Iteration 7F: 3 clusters Score -370170.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -370306.218750 Penalty: 2748.461914
	Iteration 8Q: 3 clusters Score -370306.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -370414.062500 Penalty: 2748.461914
	Iteration 9Q: 3 clusters Score -370414.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -370488.093750 Penalty: 2748.461914
	Iteration 10Q: 3 clusters Score -370488.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -370541.968750 Penalty: 2748.461914
	Iteration 11Q: 3 clusters Score -370542 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -370579.062500 Penalty: 2748.461914
	Iteration 12Q: 3 clusters Score -370579.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -370632.062500 Penalty: 2748.461914
	Iteration 13Q: 3 clusters Score -370632.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -370678.750000 Penalty: 2748.461914
	Iteration 14Q: 3 clusters Score -370678.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -370726.531250 Penalty: 2748.461914
	Iteration 15Q: 3 clusters Score -370726.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -370783.250000 Penalty: 2748.461914
	Iteration 16Q: 3 clusters Score -370783.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -370850.875000 Penalty: 2748.461914
	Iteration 17Q: 3 clusters Score -370850.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -370913.906250 Penalty: 2748.461914
	Iteration 18Q: 3 clusters Score -370913.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -370966.781250 Penalty: 2748.461914
	Iteration 19Q: 3 clusters Score -370966.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -371015.093750 Penalty: 2748.461914
	Iteration 20F: 3 clusters Score -371015.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -371070.750000 Penalty: 2748.461914
	Iteration 21Q: 3 clusters Score -371070.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -371118.906250 Penalty: 2748.461914
	Iteration 22Q: 3 clusters Score -371118.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -371149.656250 Penalty: 2748.461914
	Iteration 23Q: 3 clusters Score -371149.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -371188.906250 Penalty: 2748.461914
	Iteration 24Q: 3 clusters Score -371188.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -371240.968750 Penalty: 2748.461914
	Iteration 25Q: 3 clusters Score -371241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -371288.750000 Penalty: 2748.461914
	Iteration 26Q: 3 clusters Score -371288.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -371323.875000 Penalty: 2748.461914
	Iteration 27Q: 3 clusters Score -371323.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -371346.093750 Penalty: 2748.461914
	Iteration 28Q: 3 clusters Score -371346.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -371362.125000 Penalty: 2748.461914
	Iteration 29Q: 3 clusters Score -371362.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -371370.156250 Penalty: 2748.461914
	Iteration 30Q: 3 clusters Score -371370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -371374.187500 Penalty: 2748.461914
	Iteration 31Q: 3 clusters Score -371374.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -371377.906250 Penalty: 2748.461914
	Iteration 32Q: 3 clusters Score -371377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -371381.062500 Penalty: 2748.461914
	Iteration 33Q: 3 clusters Score -371381.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -371385.625000 Penalty: 2748.461914
	Iteration 34Q: 3 clusters Score -371385.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -371389.562500 Penalty: 2748.461914
	Iteration 35Q: 3 clusters Score -371389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -371389.781250 Penalty: 2748.461914
	Iteration 36Q: 3 clusters Score -371389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -371390.718750 Penalty: 2748.461914
	Iteration 37Q: 3 clusters Score -371390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -371390.406250 Penalty: 2748.461914
	Iteration 38Q: 3 clusters Score -371390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -371390.406250 Penalty: 2748.461914
	Iteration 39F: 3 clusters Score -371390.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 819 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 3888 members 
Entering Unmasked Estep 
Score: -40898244.000000 Penalty: 89363.875000
Splitting cluster 31 changes total score from -40898416.000000 to -40898244.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -78532.109375 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -78532.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -77111.867188 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -77111.87 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -77361.710938 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -77361.71 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -77448.429688 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -77448.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77504.265625 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -77504.27 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -77563.062500 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -77563.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -77595.398438 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -77595.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -77605.656250 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -77605.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -77612.039062 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -77612.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77613.640625 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -77613.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -77615.328125 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -77615.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77616.281250 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -77616.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -77616.281250 Penalty: 2230.056152
	Iteration 11F: 3 clusters Score -77616.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Entering Unmasked Estep 
Score: -1816810.875000 Penalty: 1614.969727
	Iteration 0F: 2 clusters Score -1816811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1802700.500000 Penalty: 3229.939453
	Iteration 0F: 3 clusters Score -1802700 nChanged 9399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1807946.750000 Penalty: 3229.939453
	Iteration 1F: 3 clusters Score -1807947 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1808808.750000 Penalty: 3229.939453
	Iteration 2F: 3 clusters Score -1808809 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1809892.125000 Penalty: 3229.939453
	Iteration 3F: 3 clusters Score -1809892 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1810947.875000 Penalty: 3229.939453
	Iteration 4F: 3 clusters Score -1810948 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -1812008.750000 Penalty: 3229.939453
	Iteration 5F: 3 clusters Score -1812009 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -1813098.000000 Penalty: 3229.939453
	Iteration 6F: 3 clusters Score -1813098 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1814096.000000 Penalty: 3229.939453
	Iteration 7F: 3 clusters Score -1814096 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1814905.625000 Penalty: 3229.939453
	Iteration 8Q: 3 clusters Score -1814906 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -1815400.500000 Penalty: 3229.939453
	Iteration 9Q: 3 clusters Score -1815400 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -1815691.375000 Penalty: 3229.939453
	Iteration 10Q: 3 clusters Score -1815691 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -1815872.750000 Penalty: 3229.939453
	Iteration 11Q: 3 clusters Score -1815873 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -1816020.500000 Penalty: 3229.939453
	Iteration 12Q: 3 clusters Score -1816020 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -1816151.500000 Penalty: 3229.939453
	Iteration 13Q: 3 clusters Score -1816152 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -1816244.000000 Penalty: 3229.939453
	Iteration 14Q: 3 clusters Score -1816244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1816335.625000 Penalty: 3229.939453
	Iteration 15Q: 3 clusters Score -1816336 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1816403.500000 Penalty: 3229.939453
	Iteration 16Q: 3 clusters Score -1816404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1816441.625000 Penalty: 3229.939453
	Iteration 17Q: 3 clusters Score -1816442 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -1816471.375000 Penalty: 3229.939453
	Iteration 18Q: 3 clusters Score -1816471 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -1816493.000000 Penalty: 3229.939453
	Iteration 19Q: 3 clusters Score -1816493 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1816512.125000 Penalty: 3229.939453
	Iteration 20F: 3 clusters Score -1816512 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -1816521.500000 Penalty: 3229.939453
	Iteration 21Q: 3 clusters Score -1816522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -1816538.375000 Penalty: 3229.939453
	Iteration 22Q: 3 clusters Score -1816538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1816545.000000 Penalty: 3229.939453
	Iteration 23Q: 3 clusters Score -1816545 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -1816556.875000 Penalty: 3229.939453
	Iteration 24Q: 3 clusters Score -1816557 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -1816568.875000 Penalty: 3229.939453
	Iteration 25Q: 3 clusters Score -1816569 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -1816575.875000 Penalty: 3229.939453
	Iteration 26Q: 3 clusters Score -1816576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -1816575.000000 Penalty: 3229.939453
	Iteration 27Q: 3 clusters Score -1816575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1816581.875000 Penalty: 3229.939453
	Iteration 28Q: 3 clusters Score -1816582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -1816587.750000 Penalty: 3229.939453
	Iteration 29Q: 3 clusters Score -1816588 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -1816601.000000 Penalty: 3229.939453
	Iteration 30Q: 3 clusters Score -1816601 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1816609.125000 Penalty: 3229.939453
	Iteration 31Q: 3 clusters Score -1816609 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1816636.875000 Penalty: 3229.939453
	Iteration 32Q: 3 clusters Score -1816637 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1816667.500000 Penalty: 3229.939453
	Iteration 33Q: 3 clusters Score -1816668 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -1816706.500000 Penalty: 3229.939453
	Iteration 34Q: 3 clusters Score -1816706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -1816751.500000 Penalty: 3229.939453
	Iteration 35Q: 3 clusters Score -1816752 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -1816797.375000 Penalty: 3229.939453
	Iteration 36Q: 3 clusters Score -1816797 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 17528 members 
Entering Unmasked Estep 
Score: -1816836.125000 Penalty: 3229.939453
	Iteration 37Q: 3 clusters Score -1816836 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -1816863.875000 Penalty: 3229.939453
	Iteration 38Q: 3 clusters Score -1816864 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1816892.875000 Penalty: 3229.939453
	Iteration 39Q: 3 clusters Score -1816893 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -1816934.375000 Penalty: 3229.939453
	Iteration 40F: 3 clusters Score -1816934 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -1816971.125000 Penalty: 3229.939453
	Iteration 41Q: 3 clusters Score -1816971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -1816998.125000 Penalty: 3229.939453
	Iteration 42Q: 3 clusters Score -1816998 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -1817023.250000 Penalty: 3229.939453
	Iteration 43Q: 3 clusters Score -1817023 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -1817051.875000 Penalty: 3229.939453
	Iteration 44Q: 3 clusters Score -1817052 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -1817072.125000 Penalty: 3229.939453
	Iteration 45Q: 3 clusters Score -1817072 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -1817091.625000 Penalty: 3229.939453
	Iteration 46Q: 3 clusters Score -1817092 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -1817108.625000 Penalty: 3229.939453
	Iteration 47Q: 3 clusters Score -1817109 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -1817116.250000 Penalty: 3229.939453
	Iteration 48Q: 3 clusters Score -1817116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -1817123.750000 Penalty: 3229.939453
	Iteration 49Q: 3 clusters Score -1817124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -1817128.250000 Penalty: 3229.939453
	Iteration 50Q: 3 clusters Score -1817128 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -1817136.000000 Penalty: 3229.939453
	Iteration 51Q: 3 clusters Score -1817136 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1817131.500000 Penalty: 3229.939453
	Iteration 52Q: 3 clusters Score -1817132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -1817133.750000 Penalty: 3229.939453
	Iteration 53Q: 3 clusters Score -1817134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -1817135.625000 Penalty: 3229.939453
	Iteration 54Q: 3 clusters Score -1817136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1817139.000000 Penalty: 3229.939453
	Iteration 55Q: 3 clusters Score -1817139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -1817139.000000 Penalty: 3229.939453
	Iteration 56Q: 3 clusters Score -1817139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1817138.000000 Penalty: 3229.939453
	Iteration 57Q: 3 clusters Score -1817138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1817137.875000 Penalty: 3229.939453
	Iteration 58Q: 3 clusters Score -1817138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1817140.375000 Penalty: 3229.939453
	Iteration 59Q: 3 clusters Score -1817140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1817139.375000 Penalty: 3229.939453
	Iteration 60F: 3 clusters Score -1817139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1817139.625000 Penalty: 3229.939453
	Iteration 61Q: 3 clusters Score -1817140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -1817140.625000 Penalty: 3229.939453
	Iteration 62Q: 3 clusters Score -1817141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1817139.125000 Penalty: 3229.939453
	Iteration 63Q: 3 clusters Score -1817139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -1817139.125000 Penalty: 3229.939453
	Iteration 64F: 3 clusters Score -1817139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 3284 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Mstep: Class 42 contains 17424 members 
Entering Unmasked Estep 
Score: -40898356.000000 Penalty: 89363.875000
Splitting cluster 33 changes total score from -40898416.000000 to -40898356.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Entering Unmasked Estep 
Score: -1329290.750000 Penalty: 1558.842773
	Iteration 0F: 2 clusters Score -1329291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1319170.250000 Penalty: 3117.685547
	Iteration 0F: 3 clusters Score -1319170 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1322650.375000 Penalty: 3117.685547
	Iteration 1F: 3 clusters Score -1322650 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1322920.625000 Penalty: 3117.685547
	Iteration 2F: 3 clusters Score -1322921 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1323133.375000 Penalty: 3117.685547
	Iteration 3Q: 3 clusters Score -1323133 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1323319.500000 Penalty: 3117.685547
	Iteration 4Q: 3 clusters Score -1323320 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1323484.250000 Penalty: 3117.685547
	Iteration 5Q: 3 clusters Score -1323484 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1323627.375000 Penalty: 3117.685547
	Iteration 6Q: 3 clusters Score -1323627 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1323818.125000 Penalty: 3117.685547
	Iteration 7Q: 3 clusters Score -1323818 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -1324084.250000 Penalty: 3117.685547
	Iteration 8Q: 3 clusters Score -1324084 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1324445.375000 Penalty: 3117.685547
	Iteration 9Q: 3 clusters Score -1324445 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1324920.750000 Penalty: 3117.685547
	Iteration 10F: 3 clusters Score -1324921 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -1325539.250000 Penalty: 3117.685547
	Iteration 11F: 3 clusters Score -1325539 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1326253.250000 Penalty: 3117.685547
	Iteration 12F: 3 clusters Score -1326253 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -1326943.625000 Penalty: 3117.685547
	Iteration 13F: 3 clusters Score -1326944 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -1327469.625000 Penalty: 3117.685547
	Iteration 14Q: 3 clusters Score -1327470 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -1327753.875000 Penalty: 3117.685547
	Iteration 15Q: 3 clusters Score -1327754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -1327911.375000 Penalty: 3117.685547
	Iteration 16Q: 3 clusters Score -1327911 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1328010.500000 Penalty: 3117.685547
	Iteration 17Q: 3 clusters Score -1328010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1328105.875000 Penalty: 3117.685547
	Iteration 18Q: 3 clusters Score -1328106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1328157.875000 Penalty: 3117.685547
	Iteration 19Q: 3 clusters Score -1328158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1328173.500000 Penalty: 3117.685547
	Iteration 20F: 3 clusters Score -1328174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1328183.125000 Penalty: 3117.685547
	Iteration 21Q: 3 clusters Score -1328183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1328185.500000 Penalty: 3117.685547
	Iteration 22Q: 3 clusters Score -1328186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1328186.000000 Penalty: 3117.685547
	Iteration 23Q: 3 clusters Score -1328186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1328189.000000 Penalty: 3117.685547
	Iteration 24Q: 3 clusters Score -1328189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -1328188.750000 Penalty: 3117.685547
	Iteration 25Q: 3 clusters Score -1328189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1328190.875000 Penalty: 3117.685547
	Iteration 26Q: 3 clusters Score -1328191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1328190.875000 Penalty: 3117.685547
	Iteration 27F: 3 clusters Score -1328191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -259627.109375 Penalty: 1300.655029
	Iteration 0F: 2 clusters Score -259627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -256884.968750 Penalty: 2601.310059
	Iteration 0F: 3 clusters Score -256885 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -257556.921875 Penalty: 2601.310059
	Iteration 1F: 3 clusters Score -257556.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -257728.062500 Penalty: 2601.310059
	Iteration 2F: 3 clusters Score -257728.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -257827.750000 Penalty: 2601.310059
	Iteration 3F: 3 clusters Score -257827.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -257911.046875 Penalty: 2601.310059
	Iteration 4Q: 3 clusters Score -257911 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -257998.921875 Penalty: 2601.310059
	Iteration 5Q: 3 clusters Score -257998.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -258056.234375 Penalty: 2601.310059
	Iteration 6Q: 3 clusters Score -258056.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -258117.578125 Penalty: 2601.310059
	Iteration 7Q: 3 clusters Score -258117.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -258163.000000 Penalty: 2601.310059
	Iteration 8Q: 3 clusters Score -258163 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -258198.609375 Penalty: 2601.310059
	Iteration 9Q: 3 clusters Score -258198.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -258239.500000 Penalty: 2601.310059
	Iteration 10Q: 3 clusters Score -258239.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -258283.265625 Penalty: 2601.310059
	Iteration 11Q: 3 clusters Score -258283.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -258326.125000 Penalty: 2601.310059
	Iteration 12Q: 3 clusters Score -258326.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -258360.843750 Penalty: 2601.310059
	Iteration 13Q: 3 clusters Score -258360.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -258391.750000 Penalty: 2601.310059
	Iteration 14Q: 3 clusters Score -258391.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -258415.828125 Penalty: 2601.310059
	Iteration 15Q: 3 clusters Score -258415.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -258438.937500 Penalty: 2601.310059
	Iteration 16Q: 3 clusters Score -258438.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -258455.687500 Penalty: 2601.310059
	Iteration 17Q: 3 clusters Score -258455.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -258470.953125 Penalty: 2601.310059
	Iteration 18Q: 3 clusters Score -258471 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -258493.812500 Penalty: 2601.310059
	Iteration 19Q: 3 clusters Score -258493.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -258521.546875 Penalty: 2601.310059
	Iteration 20F: 3 clusters Score -258521.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -258546.968750 Penalty: 2601.310059
	Iteration 21Q: 3 clusters Score -258547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -258581.609375 Penalty: 2601.310059
	Iteration 22Q: 3 clusters Score -258581.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -258631.953125 Penalty: 2601.310059
	Iteration 23Q: 3 clusters Score -258632 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -258673.437500 Penalty: 2601.310059
	Iteration 24Q: 3 clusters Score -258673.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -258702.906250 Penalty: 2601.310059
	Iteration 25Q: 3 clusters Score -258702.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -258722.265625 Penalty: 2601.310059
	Iteration 26Q: 3 clusters Score -258722.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -258739.421875 Penalty: 2601.310059
	Iteration 27Q: 3 clusters Score -258739.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -258757.421875 Penalty: 2601.310059
	Iteration 28Q: 3 clusters Score -258757.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -258778.515625 Penalty: 2601.310059
	Iteration 29Q: 3 clusters Score -258778.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -258788.953125 Penalty: 2601.310059
	Iteration 30Q: 3 clusters Score -258789 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -258798.000000 Penalty: 2601.310059
	Iteration 31Q: 3 clusters Score -258798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258801.734375 Penalty: 2601.310059
	Iteration 32Q: 3 clusters Score -258801.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258807.640625 Penalty: 2601.310059
	Iteration 33Q: 3 clusters Score -258807.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -258813.625000 Penalty: 2601.310059
	Iteration 34Q: 3 clusters Score -258813.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258820.328125 Penalty: 2601.310059
	Iteration 35Q: 3 clusters Score -258820.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -258827.000000 Penalty: 2601.310059
	Iteration 36Q: 3 clusters Score -258827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -258831.390625 Penalty: 2601.310059
	Iteration 37Q: 3 clusters Score -258831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -258836.328125 Penalty: 2601.310059
	Iteration 38Q: 3 clusters Score -258836.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -258845.937500 Penalty: 2601.310059
	Iteration 39Q: 3 clusters Score -258845.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -258854.390625 Penalty: 2601.310059
	Iteration 40F: 3 clusters Score -258854.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -258857.812500 Penalty: 2601.310059
	Iteration 41Q: 3 clusters Score -258857.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -258859.906250 Penalty: 2601.310059
	Iteration 42Q: 3 clusters Score -258859.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -258860.390625 Penalty: 2601.310059
	Iteration 43Q: 3 clusters Score -258860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -258860.765625 Penalty: 2601.310059
	Iteration 44Q: 3 clusters Score -258860.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -258861.171875 Penalty: 2601.310059
	Iteration 45Q: 3 clusters Score -258861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -258861.187500 Penalty: 2601.310059
	Iteration 46Q: 3 clusters Score -258861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258861.500000 Penalty: 2601.310059
	Iteration 47Q: 3 clusters Score -258861.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -258861.500000 Penalty: 2601.310059
	Iteration 48F: 3 clusters Score -258861.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Entering Unmasked Estep 
Score: -282181.218750 Penalty: 1311.826660
	Iteration 0F: 2 clusters Score -282181.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -279359.125000 Penalty: 2623.653320
	Iteration 0F: 3 clusters Score -279359.1 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -280004.718750 Penalty: 2623.653320
	Iteration 1F: 3 clusters Score -280004.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -280201.875000 Penalty: 2623.653320
	Iteration 2F: 3 clusters Score -280201.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -280350.281250 Penalty: 2623.653320
	Iteration 3F: 3 clusters Score -280350.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -280468.468750 Penalty: 2623.653320
	Iteration 4F: 3 clusters Score -280468.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -280547.781250 Penalty: 2623.653320
	Iteration 5Q: 3 clusters Score -280547.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -280634.875000 Penalty: 2623.653320
	Iteration 6Q: 3 clusters Score -280634.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -280722.656250 Penalty: 2623.653320
	Iteration 7Q: 3 clusters Score -280722.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -280802.531250 Penalty: 2623.653320
	Iteration 8Q: 3 clusters Score -280802.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -280868.500000 Penalty: 2623.653320
	Iteration 9Q: 3 clusters Score -280868.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -280932.406250 Penalty: 2623.653320
	Iteration 10Q: 3 clusters Score -280932.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -280994.875000 Penalty: 2623.653320
	Iteration 11Q: 3 clusters Score -280994.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -281043.125000 Penalty: 2623.653320
	Iteration 12Q: 3 clusters Score -281043.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -281076.781250 Penalty: 2623.653320
	Iteration 13Q: 3 clusters Score -281076.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -281101.312500 Penalty: 2623.653320
	Iteration 14Q: 3 clusters Score -281101.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -281123.531250 Penalty: 2623.653320
	Iteration 15Q: 3 clusters Score -281123.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -281146.437500 Penalty: 2623.653320
	Iteration 16Q: 3 clusters Score -281146.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -281164.125000 Penalty: 2623.653320
	Iteration 17Q: 3 clusters Score -281164.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -281183.312500 Penalty: 2623.653320
	Iteration 18Q: 3 clusters Score -281183.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -281193.750000 Penalty: 2623.653320
	Iteration 19Q: 3 clusters Score -281193.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -281199.750000 Penalty: 2623.653320
	Iteration 20F: 3 clusters Score -281199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -281202.593750 Penalty: 2623.653320
	Iteration 21Q: 3 clusters Score -281202.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -281207.562500 Penalty: 2623.653320
	Iteration 22Q: 3 clusters Score -281207.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -281213.125000 Penalty: 2623.653320
	Iteration 23Q: 3 clusters Score -281213.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -281218.718750 Penalty: 2623.653320
	Iteration 24Q: 3 clusters Score -281218.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -281223.187500 Penalty: 2623.653320
	Iteration 25Q: 3 clusters Score -281223.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -281228.593750 Penalty: 2623.653320
	Iteration 26Q: 3 clusters Score -281228.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -281231.843750 Penalty: 2623.653320
	Iteration 27Q: 3 clusters Score -281231.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -281233.562500 Penalty: 2623.653320
	Iteration 28Q: 3 clusters Score -281233.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -281235.156250 Penalty: 2623.653320
	Iteration 29Q: 3 clusters Score -281235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -281235.812500 Penalty: 2623.653320
	Iteration 30Q: 3 clusters Score -281235.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -281235.812500 Penalty: 2623.653320
	Iteration 31F: 3 clusters Score -281235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -691857.562500 Penalty: 1453.234863
	Iteration 0F: 2 clusters Score -691857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -686189.000000 Penalty: 2906.469727
	Iteration 0F: 3 clusters Score -686189 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -687868.937500 Penalty: 2906.469727
	Iteration 1F: 3 clusters Score -687868.9 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -688077.937500 Penalty: 2906.469727
	Iteration 2F: 3 clusters Score -688077.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -688225.125000 Penalty: 2906.469727
	Iteration 3Q: 3 clusters Score -688225.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -688323.625000 Penalty: 2906.469727
	Iteration 4Q: 3 clusters Score -688323.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -688419.437500 Penalty: 2906.469727
	Iteration 5Q: 3 clusters Score -688419.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -688501.187500 Penalty: 2906.469727
	Iteration 6Q: 3 clusters Score -688501.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -688575.875000 Penalty: 2906.469727
	Iteration 7Q: 3 clusters Score -688575.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -688657.125000 Penalty: 2906.469727
	Iteration 8Q: 3 clusters Score -688657.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -688738.875000 Penalty: 2906.469727
	Iteration 9Q: 3 clusters Score -688738.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -688822.687500 Penalty: 2906.469727
	Iteration 10Q: 3 clusters Score -688822.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -688930.562500 Penalty: 2906.469727
	Iteration 11Q: 3 clusters Score -688930.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -689054.937500 Penalty: 2906.469727
	Iteration 12Q: 3 clusters Score -689054.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -689199.437500 Penalty: 2906.469727
	Iteration 13Q: 3 clusters Score -689199.4 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -689372.687500 Penalty: 2906.469727
	Iteration 14Q: 3 clusters Score -689372.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -689558.875000 Penalty: 2906.469727
	Iteration 15Q: 3 clusters Score -689558.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -689762.625000 Penalty: 2906.469727
	Iteration 16Q: 3 clusters Score -689762.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -689971.000000 Penalty: 2906.469727
	Iteration 17Q: 3 clusters Score -689971 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -690145.250000 Penalty: 2906.469727
	Iteration 18Q: 3 clusters Score -690145.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -690262.625000 Penalty: 2906.469727
	Iteration 19Q: 3 clusters Score -690262.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -690350.562500 Penalty: 2906.469727
	Iteration 20F: 3 clusters Score -690350.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -690426.750000 Penalty: 2906.469727
	Iteration 21Q: 3 clusters Score -690426.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -690491.187500 Penalty: 2906.469727
	Iteration 22Q: 3 clusters Score -690491.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -690542.375000 Penalty: 2906.469727
	Iteration 23Q: 3 clusters Score -690542.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -690574.875000 Penalty: 2906.469727
	Iteration 24Q: 3 clusters Score -690574.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -690592.750000 Penalty: 2906.469727
	Iteration 25Q: 3 clusters Score -690592.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -690603.875000 Penalty: 2906.469727
	Iteration 26Q: 3 clusters Score -690603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -690613.812500 Penalty: 2906.469727
	Iteration 27Q: 3 clusters Score -690613.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -690616.937500 Penalty: 2906.469727
	Iteration 28Q: 3 clusters Score -690616.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -690623.187500 Penalty: 2906.469727
	Iteration 29Q: 3 clusters Score -690623.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -690624.562500 Penalty: 2906.469727
	Iteration 30Q: 3 clusters Score -690624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -690625.687500 Penalty: 2906.469727
	Iteration 31Q: 3 clusters Score -690625.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -690629.062500 Penalty: 2906.469727
	Iteration 32Q: 3 clusters Score -690629.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -690632.187500 Penalty: 2906.469727
	Iteration 33Q: 3 clusters Score -690632.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -690636.062500 Penalty: 2906.469727
	Iteration 34Q: 3 clusters Score -690636.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -690637.875000 Penalty: 2906.469727
	Iteration 35Q: 3 clusters Score -690637.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -690642.000000 Penalty: 2906.469727
	Iteration 36Q: 3 clusters Score -690642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -690647.062500 Penalty: 2906.469727
	Iteration 37Q: 3 clusters Score -690647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -690651.250000 Penalty: 2906.469727
	Iteration 38Q: 3 clusters Score -690651.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -690656.625000 Penalty: 2906.469727
	Iteration 39Q: 3 clusters Score -690656.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -690659.812500 Penalty: 2906.469727
	Iteration 40F: 3 clusters Score -690659.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -690662.125000 Penalty: 2906.469727
	Iteration 41Q: 3 clusters Score -690662.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -690665.000000 Penalty: 2906.469727
	Iteration 42Q: 3 clusters Score -690665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -690667.437500 Penalty: 2906.469727
	Iteration 43Q: 3 clusters Score -690667.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -690670.187500 Penalty: 2906.469727
	Iteration 44Q: 3 clusters Score -690670.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -690672.875000 Penalty: 2906.469727
	Iteration 45Q: 3 clusters Score -690672.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -690673.937500 Penalty: 2906.469727
	Iteration 46Q: 3 clusters Score -690673.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -690673.812500 Penalty: 2906.469727
	Iteration 47Q: 3 clusters Score -690673.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -690673.812500 Penalty: 2906.469727
	Iteration 48F: 3 clusters Score -690673.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (9714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Entering Unmasked Estep 
Score: -855113.562500 Penalty: 1491.964966
	Iteration 0F: 2 clusters Score -855113.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -848134.562500 Penalty: 2983.929932
	Iteration 0F: 3 clusters Score -848134.6 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -850389.562500 Penalty: 2983.929932
	Iteration 1F: 3 clusters Score -850389.6 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -850608.812500 Penalty: 2983.929932
	Iteration 2F: 3 clusters Score -850608.8 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -850779.500000 Penalty: 2983.929932
	Iteration 3Q: 3 clusters Score -850779.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -850941.500000 Penalty: 2983.929932
	Iteration 4Q: 3 clusters Score -850941.5 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -851101.562500 Penalty: 2983.929932
	Iteration 5Q: 3 clusters Score -851101.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -851262.312500 Penalty: 2983.929932
	Iteration 6Q: 3 clusters Score -851262.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -851419.062500 Penalty: 2983.929932
	Iteration 7Q: 3 clusters Score -851419.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -851617.937500 Penalty: 2983.929932
	Iteration 8Q: 3 clusters Score -851617.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -851847.562500 Penalty: 2983.929932
	Iteration 9Q: 3 clusters Score -851847.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -852093.812500 Penalty: 2983.929932
	Iteration 10Q: 3 clusters Score -852093.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -852386.812500 Penalty: 2983.929932
	Iteration 11Q: 3 clusters Score -852386.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -852683.437500 Penalty: 2983.929932
	Iteration 12Q: 3 clusters Score -852683.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -852926.875000 Penalty: 2983.929932
	Iteration 13Q: 3 clusters Score -852926.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -853117.875000 Penalty: 2983.929932
	Iteration 14Q: 3 clusters Score -853117.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -853254.375000 Penalty: 2983.929932
	Iteration 15Q: 3 clusters Score -853254.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -853365.625000 Penalty: 2983.929932
	Iteration 16Q: 3 clusters Score -853365.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -853437.812500 Penalty: 2983.929932
	Iteration 17Q: 3 clusters Score -853437.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -853499.437500 Penalty: 2983.929932
	Iteration 18Q: 3 clusters Score -853499.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -853544.750000 Penalty: 2983.929932
	Iteration 19Q: 3 clusters Score -853544.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -853576.562500 Penalty: 2983.929932
	Iteration 20F: 3 clusters Score -853576.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -853601.562500 Penalty: 2983.929932
	Iteration 21Q: 3 clusters Score -853601.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -853630.312500 Penalty: 2983.929932
	Iteration 22Q: 3 clusters Score -853630.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -853655.000000 Penalty: 2983.929932
	Iteration 23Q: 3 clusters Score -853655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -853672.687500 Penalty: 2983.929932
	Iteration 24Q: 3 clusters Score -853672.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -853688.312500 Penalty: 2983.929932
	Iteration 25Q: 3 clusters Score -853688.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -853703.000000 Penalty: 2983.929932
	Iteration 26Q: 3 clusters Score -853703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -853716.187500 Penalty: 2983.929932
	Iteration 27Q: 3 clusters Score -853716.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -853732.812500 Penalty: 2983.929932
	Iteration 28Q: 3 clusters Score -853732.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -853746.125000 Penalty: 2983.929932
	Iteration 29Q: 3 clusters Score -853746.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -853751.937500 Penalty: 2983.929932
	Iteration 30Q: 3 clusters Score -853751.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -853758.437500 Penalty: 2983.929932
	Iteration 31Q: 3 clusters Score -853758.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -853760.562500 Penalty: 2983.929932
	Iteration 32Q: 3 clusters Score -853760.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -853762.937500 Penalty: 2983.929932
	Iteration 33Q: 3 clusters Score -853762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -853770.375000 Penalty: 2983.929932
	Iteration 34Q: 3 clusters Score -853770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -853777.250000 Penalty: 2983.929932
	Iteration 35Q: 3 clusters Score -853777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -853779.125000 Penalty: 2983.929932
	Iteration 36Q: 3 clusters Score -853779.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -853783.625000 Penalty: 2983.929932
	Iteration 37Q: 3 clusters Score -853783.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -853792.500000 Penalty: 2983.929932
	Iteration 38Q: 3 clusters Score -853792.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -853797.750000 Penalty: 2983.929932
	Iteration 39Q: 3 clusters Score -853797.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -853806.312500 Penalty: 2983.929932
	Iteration 40F: 3 clusters Score -853806.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -853814.187500 Penalty: 2983.929932
	Iteration 41Q: 3 clusters Score -853814.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -853822.500000 Penalty: 2983.929932
	Iteration 42Q: 3 clusters Score -853822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -853830.187500 Penalty: 2983.929932
	Iteration 43Q: 3 clusters Score -853830.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -853835.687500 Penalty: 2983.929932
	Iteration 44Q: 3 clusters Score -853835.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -853838.250000 Penalty: 2983.929932
	Iteration 45Q: 3 clusters Score -853838.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -853842.937500 Penalty: 2983.929932
	Iteration 46Q: 3 clusters Score -853842.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -853846.062500 Penalty: 2983.929932
	Iteration 47Q: 3 clusters Score -853846.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -853845.937500 Penalty: 2983.929932
	Iteration 48Q: 3 clusters Score -853845.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -853845.937500 Penalty: 2983.929932
	Iteration 49F: 3 clusters Score -853845.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Entering Unmasked Estep 
Score: -562177.312500 Penalty: 1423.701050
	Iteration 0F: 2 clusters Score -562177.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -557295.750000 Penalty: 2847.402100
	Iteration 0F: 3 clusters Score -557295.8 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -558736.500000 Penalty: 2847.402100
	Iteration 1F: 3 clusters Score -558736.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -558954.687500 Penalty: 2847.402100
	Iteration 2F: 3 clusters Score -558954.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -559089.937500 Penalty: 2847.402100
	Iteration 3F: 3 clusters Score -559089.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -559182.625000 Penalty: 2847.402100
	Iteration 4Q: 3 clusters Score -559182.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -559241.687500 Penalty: 2847.402100
	Iteration 5Q: 3 clusters Score -559241.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -559292.437500 Penalty: 2847.402100
	Iteration 6Q: 3 clusters Score -559292.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -559354.125000 Penalty: 2847.402100
	Iteration 7Q: 3 clusters Score -559354.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -559421.687500 Penalty: 2847.402100
	Iteration 8Q: 3 clusters Score -559421.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -559474.312500 Penalty: 2847.402100
	Iteration 9Q: 3 clusters Score -559474.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -559528.750000 Penalty: 2847.402100
	Iteration 10Q: 3 clusters Score -559528.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -559586.687500 Penalty: 2847.402100
	Iteration 11Q: 3 clusters Score -559586.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -559651.187500 Penalty: 2847.402100
	Iteration 12Q: 3 clusters Score -559651.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -559723.750000 Penalty: 2847.402100
	Iteration 13Q: 3 clusters Score -559723.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -559798.812500 Penalty: 2847.402100
	Iteration 14Q: 3 clusters Score -559798.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -559892.062500 Penalty: 2847.402100
	Iteration 15Q: 3 clusters Score -559892.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -559991.812500 Penalty: 2847.402100
	Iteration 16Q: 3 clusters Score -559991.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -560123.375000 Penalty: 2847.402100
	Iteration 17Q: 3 clusters Score -560123.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -560253.375000 Penalty: 2847.402100
	Iteration 18Q: 3 clusters Score -560253.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -560360.312500 Penalty: 2847.402100
	Iteration 19Q: 3 clusters Score -560360.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -560461.000000 Penalty: 2847.402100
	Iteration 20F: 3 clusters Score -560461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -560557.625000 Penalty: 2847.402100
	Iteration 21Q: 3 clusters Score -560557.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -560634.312500 Penalty: 2847.402100
	Iteration 22Q: 3 clusters Score -560634.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -560696.562500 Penalty: 2847.402100
	Iteration 23Q: 3 clusters Score -560696.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -560732.625000 Penalty: 2847.402100
	Iteration 24Q: 3 clusters Score -560732.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -560773.312500 Penalty: 2847.402100
	Iteration 25Q: 3 clusters Score -560773.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -560809.375000 Penalty: 2847.402100
	Iteration 26Q: 3 clusters Score -560809.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -560840.812500 Penalty: 2847.402100
	Iteration 27Q: 3 clusters Score -560840.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -560876.750000 Penalty: 2847.402100
	Iteration 28Q: 3 clusters Score -560876.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -560906.375000 Penalty: 2847.402100
	Iteration 29Q: 3 clusters Score -560906.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -560920.812500 Penalty: 2847.402100
	Iteration 30Q: 3 clusters Score -560920.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -560930.062500 Penalty: 2847.402100
	Iteration 31Q: 3 clusters Score -560930.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -560934.687500 Penalty: 2847.402100
	Iteration 32Q: 3 clusters Score -560934.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -560939.250000 Penalty: 2847.402100
	Iteration 33Q: 3 clusters Score -560939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -560943.250000 Penalty: 2847.402100
	Iteration 34Q: 3 clusters Score -560943.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -560949.187500 Penalty: 2847.402100
	Iteration 35Q: 3 clusters Score -560949.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -560950.687500 Penalty: 2847.402100
	Iteration 36Q: 3 clusters Score -560950.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -560954.937500 Penalty: 2847.402100
	Iteration 37Q: 3 clusters Score -560954.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -560959.500000 Penalty: 2847.402100
	Iteration 38Q: 3 clusters Score -560959.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -560965.375000 Penalty: 2847.402100
	Iteration 39Q: 3 clusters Score -560965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -560966.937500 Penalty: 2847.402100
	Iteration 40F: 3 clusters Score -560966.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -560968.000000 Penalty: 2847.402100
	Iteration 41Q: 3 clusters Score -560968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -560967.937500 Penalty: 2847.402100
	Iteration 42Q: 3 clusters Score -560967.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -560967.937500 Penalty: 2847.402100
	Iteration 43F: 3 clusters Score -560967.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Entering Unmasked Estep 
Score: -110834.281250 Penalty: 1170.674194
	Iteration 0F: 2 clusters Score -110834.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -109174.171875 Penalty: 2341.348389
	Iteration 0F: 3 clusters Score -109174.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -109501.421875 Penalty: 2341.348389
	Iteration 1F: 3 clusters Score -109501.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -109583.796875 Penalty: 2341.348389
	Iteration 2F: 3 clusters Score -109583.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -109626.664062 Penalty: 2341.348389
	Iteration 3Q: 3 clusters Score -109626.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -109645.671875 Penalty: 2341.348389
	Iteration 4Q: 3 clusters Score -109645.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -109659.906250 Penalty: 2341.348389
	Iteration 5Q: 3 clusters Score -109659.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -109673.992188 Penalty: 2341.348389
	Iteration 6Q: 3 clusters Score -109674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -109682.109375 Penalty: 2341.348389
	Iteration 7Q: 3 clusters Score -109682.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -109693.171875 Penalty: 2341.348389
	Iteration 8Q: 3 clusters Score -109693.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -109712.914062 Penalty: 2341.348389
	Iteration 9Q: 3 clusters Score -109712.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -109736.187500 Penalty: 2341.348389
	Iteration 10Q: 3 clusters Score -109736.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -109756.492188 Penalty: 2341.348389
	Iteration 11Q: 3 clusters Score -109756.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -109775.281250 Penalty: 2341.348389
	Iteration 12Q: 3 clusters Score -109775.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -109785.656250 Penalty: 2341.348389
	Iteration 13Q: 3 clusters Score -109785.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -109797.375000 Penalty: 2341.348389
	Iteration 14Q: 3 clusters Score -109797.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -109804.601562 Penalty: 2341.348389
	Iteration 15Q: 3 clusters Score -109804.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -109810.937500 Penalty: 2341.348389
	Iteration 16Q: 3 clusters Score -109810.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -109819.187500 Penalty: 2341.348389
	Iteration 17Q: 3 clusters Score -109819.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -109826.968750 Penalty: 2341.348389
	Iteration 18Q: 3 clusters Score -109827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -109831.125000 Penalty: 2341.348389
	Iteration 19Q: 3 clusters Score -109831.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -109832.976562 Penalty: 2341.348389
	Iteration 20F: 3 clusters Score -109833 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -109835.140625 Penalty: 2341.348389
	Iteration 21Q: 3 clusters Score -109835.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -109840.234375 Penalty: 2341.348389
	Iteration 22Q: 3 clusters Score -109840.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -109850.382812 Penalty: 2341.348389
	Iteration 23Q: 3 clusters Score -109850.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -109861.257812 Penalty: 2341.348389
	Iteration 24Q: 3 clusters Score -109861.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -109872.921875 Penalty: 2341.348389
	Iteration 25Q: 3 clusters Score -109872.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -109880.734375 Penalty: 2341.348389
	Iteration 26Q: 3 clusters Score -109880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -109886.656250 Penalty: 2341.348389
	Iteration 27Q: 3 clusters Score -109886.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -109888.125000 Penalty: 2341.348389
	Iteration 28Q: 3 clusters Score -109888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -109888.562500 Penalty: 2341.348389
	Iteration 29Q: 3 clusters Score -109888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109890.382812 Penalty: 2341.348389
	Iteration 30Q: 3 clusters Score -109890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109891.437500 Penalty: 2341.348389
	Iteration 31Q: 3 clusters Score -109891.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -109893.023438 Penalty: 2341.348389
	Iteration 32Q: 3 clusters Score -109893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -109896.000000 Penalty: 2341.348389
	Iteration 33Q: 3 clusters Score -109896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109897.921875 Penalty: 2341.348389
	Iteration 34Q: 3 clusters Score -109897.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -109897.921875 Penalty: 2341.348389
	Iteration 35F: 3 clusters Score -109897.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Entering Unmasked Estep 
Score: -816363.875000 Penalty: 1485.219238
	Iteration 0F: 2 clusters Score -816363.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -809611.187500 Penalty: 2970.438477
	Iteration 0F: 3 clusters Score -809611.2 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -811881.812500 Penalty: 2970.438477
	Iteration 1F: 3 clusters Score -811881.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -812224.187500 Penalty: 2970.438477
	Iteration 2F: 3 clusters Score -812224.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -812540.000000 Penalty: 2970.438477
	Iteration 3F: 3 clusters Score -812540 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -812826.062500 Penalty: 2970.438477
	Iteration 4F: 3 clusters Score -812826.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -813069.750000 Penalty: 2970.438477
	Iteration 5Q: 3 clusters Score -813069.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -813302.125000 Penalty: 2970.438477
	Iteration 6Q: 3 clusters Score -813302.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -813505.250000 Penalty: 2970.438477
	Iteration 7Q: 3 clusters Score -813505.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -813732.437500 Penalty: 2970.438477
	Iteration 8Q: 3 clusters Score -813732.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -813971.125000 Penalty: 2970.438477
	Iteration 9Q: 3 clusters Score -813971.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -814238.500000 Penalty: 2970.438477
	Iteration 10Q: 3 clusters Score -814238.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -814498.937500 Penalty: 2970.438477
	Iteration 11Q: 3 clusters Score -814498.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -814717.437500 Penalty: 2970.438477
	Iteration 12Q: 3 clusters Score -814717.4 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -814879.187500 Penalty: 2970.438477
	Iteration 13Q: 3 clusters Score -814879.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -815011.437500 Penalty: 2970.438477
	Iteration 14Q: 3 clusters Score -815011.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -815159.250000 Penalty: 2970.438477
	Iteration 15Q: 3 clusters Score -815159.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -815342.625000 Penalty: 2970.438477
	Iteration 16Q: 3 clusters Score -815342.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -815518.187500 Penalty: 2970.438477
	Iteration 17Q: 3 clusters Score -815518.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -815644.000000 Penalty: 2970.438477
	Iteration 18Q: 3 clusters Score -815644 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -815727.375000 Penalty: 2970.438477
	Iteration 19Q: 3 clusters Score -815727.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -815798.312500 Penalty: 2970.438477
	Iteration 20F: 3 clusters Score -815798.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -815849.312500 Penalty: 2970.438477
	Iteration 21Q: 3 clusters Score -815849.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -815886.687500 Penalty: 2970.438477
	Iteration 22Q: 3 clusters Score -815886.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -815909.187500 Penalty: 2970.438477
	Iteration 23Q: 3 clusters Score -815909.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -815917.000000 Penalty: 2970.438477
	Iteration 24Q: 3 clusters Score -815917 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -815929.125000 Penalty: 2970.438477
	Iteration 25Q: 3 clusters Score -815929.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -815940.375000 Penalty: 2970.438477
	Iteration 26Q: 3 clusters Score -815940.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -815950.625000 Penalty: 2970.438477
	Iteration 27Q: 3 clusters Score -815950.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -815956.875000 Penalty: 2970.438477
	Iteration 28Q: 3 clusters Score -815956.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -815966.375000 Penalty: 2970.438477
	Iteration 29Q: 3 clusters Score -815966.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -815984.062500 Penalty: 2970.438477
	Iteration 30Q: 3 clusters Score -815984.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -816000.625000 Penalty: 2970.438477
	Iteration 31Q: 3 clusters Score -816000.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -816018.625000 Penalty: 2970.438477
	Iteration 32Q: 3 clusters Score -816018.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -816037.687500 Penalty: 2970.438477
	Iteration 33Q: 3 clusters Score -816037.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -816055.125000 Penalty: 2970.438477
	Iteration 34Q: 3 clusters Score -816055.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -816071.125000 Penalty: 2970.438477
	Iteration 35Q: 3 clusters Score -816071.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -816097.000000 Penalty: 2970.438477
	Iteration 36Q: 3 clusters Score -816097 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -816110.375000 Penalty: 2970.438477
	Iteration 37Q: 3 clusters Score -816110.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -816122.562500 Penalty: 2970.438477
	Iteration 38Q: 3 clusters Score -816122.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -816128.375000 Penalty: 2970.438477
	Iteration 39Q: 3 clusters Score -816128.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -816130.750000 Penalty: 2970.438477
	Iteration 40F: 3 clusters Score -816130.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -816134.187500 Penalty: 2970.438477
	Iteration 41Q: 3 clusters Score -816134.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -816137.937500 Penalty: 2970.438477
	Iteration 42Q: 3 clusters Score -816137.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -816145.062500 Penalty: 2970.438477
	Iteration 43Q: 3 clusters Score -816145.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -816144.312500 Penalty: 2970.438477
	Iteration 44Q: 3 clusters Score -816144.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -816149.250000 Penalty: 2970.438477
	Iteration 45Q: 3 clusters Score -816149.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -816151.125000 Penalty: 2970.438477
	Iteration 46Q: 3 clusters Score -816151.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -816157.562500 Penalty: 2970.438477
	Iteration 47Q: 3 clusters Score -816157.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -816159.250000 Penalty: 2970.438477
	Iteration 48Q: 3 clusters Score -816159.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -816161.687500 Penalty: 2970.438477
	Iteration 49Q: 3 clusters Score -816161.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -816163.437500 Penalty: 2970.438477
	Iteration 50Q: 3 clusters Score -816163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -816167.000000 Penalty: 2970.438477
	Iteration 51Q: 3 clusters Score -816167 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -816166.625000 Penalty: 2970.438477
	Iteration 52Q: 3 clusters Score -816166.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -816168.187500 Penalty: 2970.438477
	Iteration 53Q: 3 clusters Score -816168.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -816171.875000 Penalty: 2970.438477
	Iteration 54Q: 3 clusters Score -816171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -816172.687500 Penalty: 2970.438477
	Iteration 55Q: 3 clusters Score -816172.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -816173.375000 Penalty: 2970.438477
	Iteration 56Q: 3 clusters Score -816173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -816174.375000 Penalty: 2970.438477
	Iteration 57Q: 3 clusters Score -816174.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -816175.375000 Penalty: 2970.438477
	Iteration 58Q: 3 clusters Score -816175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -816174.687500 Penalty: 2970.438477
	Iteration 59Q: 3 clusters Score -816174.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -816175.062500 Penalty: 2970.438477
	Iteration 60F: 3 clusters Score -816175.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -816176.500000 Penalty: 2970.438477
	Iteration 61Q: 3 clusters Score -816176.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -816177.687500 Penalty: 2970.438477
	Iteration 62Q: 3 clusters Score -816177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -816177.687500 Penalty: 2970.438477
	Iteration 63F: 3 clusters Score -816177.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44677 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4196 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12723 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36762 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8783 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13351 members 
Mstep: Class 25 contains 4614 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5176 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110478 members 
Mstep: Class 31 contains 4707 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20708 members 
Mstep: Class 34 contains 14660 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9714 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1345 members 
Mstep: Class 41 contains 9319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898440.000000 Penalty: 87236.164062
Iteration 159Q: 42 clusters Score -4.089844e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44678 members 
Mstep: Class 6 contains 4836 members 
Mstep: Class 7 contains 41685 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12721 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 36767 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2907 members 
Mstep: Class 19 contains 15421 members 
Mstep: Class 20 contains 5272 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13335 members 
Mstep: Class 25 contains 4608 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5189 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110473 members 
Mstep: Class 31 contains 4706 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20699 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9717 members 
Mstep: Class 39 contains 6382 members 
Mstep: Class 40 contains 1344 members 
Mstep: Class 41 contains 9327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898468.000000 Penalty: 87236.164062
Iteration 160F: 42 clusters Score -4.089847e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 36261 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44676 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41683 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4200 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36771 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15420 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8022 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13322 members 
Mstep: Class 25 contains 4605 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5205 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110469 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20689 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3206 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9724 members 
Mstep: Class 39 contains 6385 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898464.000000 Penalty: 87236.164062
Iteration 161Q: 42 clusters Score -4.089846e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 36259 members 
Mstep: Class 3 contains 1197 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44675 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41682 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4202 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36780 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2908 members 
Mstep: Class 19 contains 15417 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8784 members 
Mstep: Class 22 contains 8023 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13313 members 
Mstep: Class 25 contains 4603 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5214 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110461 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20682 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3207 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9732 members 
Mstep: Class 39 contains 6386 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898592.000000 Penalty: 87236.164062
Iteration 162Q: 42 clusters Score -4.089859e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44672 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41683 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4205 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12719 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36792 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2906 members 
Mstep: Class 19 contains 15413 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8786 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13309 members 
Mstep: Class 25 contains 4601 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5216 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110449 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20676 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3208 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9737 members 
Mstep: Class 39 contains 6386 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898564.000000 Penalty: 87236.164062
Iteration 163Q: 42 clusters Score -4.089856e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44669 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 41686 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4207 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12718 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36803 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15412 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8787 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13305 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5218 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110438 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20673 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3208 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9738 members 
Mstep: Class 39 contains 6389 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898532.000000 Penalty: 87236.164062
Iteration 164Q: 42 clusters Score -4.089853e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36257 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44665 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41689 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6653 members 
Mstep: Class 15 contains 36812 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15409 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 4590 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5219 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110429 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3208 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9739 members 
Mstep: Class 39 contains 6392 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898468.000000 Penalty: 87236.164062
Iteration 165Q: 42 clusters Score -4.089847e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36255 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44659 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41690 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6652 members 
Mstep: Class 15 contains 36821 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15408 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13301 members 
Mstep: Class 25 contains 4585 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5220 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110423 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9750 members 
Mstep: Class 39 contains 6390 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898476.000000 Penalty: 87236.164062
Iteration 166Q: 42 clusters Score -4.089848e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44655 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41689 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4208 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6650 members 
Mstep: Class 15 contains 36830 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15407 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 4582 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5220 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110416 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9758 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898464.000000 Penalty: 87236.164062
Iteration 167Q: 42 clusters Score -4.089846e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3738 members 
Mstep: Class 5 contains 44656 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41690 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4098 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6648 members 
Mstep: Class 15 contains 36844 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15404 members 
Mstep: Class 20 contains 5269 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 4577 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5221 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110403 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14661 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9761 members 
Mstep: Class 39 contains 6388 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898480.000000 Penalty: 87236.164062
Iteration 168Q: 42 clusters Score -4.089848e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36252 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 44654 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41691 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4097 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36856 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15402 members 
Mstep: Class 20 contains 5270 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 4573 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5222 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110391 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14662 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9764 members 
Mstep: Class 39 contains 6390 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898432.000000 Penalty: 87236.164062
Iteration 169Q: 42 clusters Score -4.089843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36254 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44653 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41692 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4209 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36866 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15397 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13303 members 
Mstep: Class 25 contains 4570 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5223 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110381 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14662 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7654 members 
Mstep: Class 38 contains 9765 members 
Mstep: Class 39 contains 6395 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898448.000000 Penalty: 87236.164062
Iteration 170Q: 42 clusters Score -4.089845e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36256 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44651 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41692 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12717 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36873 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15395 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 4568 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5223 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110374 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14663 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9764 members 
Mstep: Class 39 contains 6402 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898484.000000 Penalty: 87236.164062
Iteration 171Q: 42 clusters Score -4.089848e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44650 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41690 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4210 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12716 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36875 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15396 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13302 members 
Mstep: Class 25 contains 4561 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5224 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110372 members 
Mstep: Class 31 contains 4702 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14663 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9766 members 
Mstep: Class 39 contains 6405 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898512.000000 Penalty: 87236.164062
Iteration 172Q: 42 clusters Score -4.089851e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 41691 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4211 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12712 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36877 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15394 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8788 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4195 members 
Mstep: Class 24 contains 13300 members 
Mstep: Class 25 contains 4561 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5226 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110370 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20669 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9768 members 
Mstep: Class 39 contains 6407 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898492.000000 Penalty: 87236.164062
Iteration 173Q: 42 clusters Score -4.089849e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36258 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12712 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36879 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15390 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8789 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4194 members 
Mstep: Class 24 contains 13299 members 
Mstep: Class 25 contains 4555 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5228 members 
Mstep: Class 28 contains 6718 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110369 members 
Mstep: Class 31 contains 4703 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20669 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898552.000000 Penalty: 87236.164062
Iteration 174Q: 42 clusters Score -4.089855e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36259 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12711 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6646 members 
Mstep: Class 15 contains 36881 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15388 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8790 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4193 members 
Mstep: Class 24 contains 13295 members 
Mstep: Class 25 contains 4552 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5231 members 
Mstep: Class 28 contains 6718 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110368 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20669 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9774 members 
Mstep: Class 39 contains 6410 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898544.000000 Penalty: 87236.164062
Iteration 175Q: 42 clusters Score -4.089854e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36259 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4212 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12710 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36884 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8791 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4192 members 
Mstep: Class 24 contains 13291 members 
Mstep: Class 25 contains 4548 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5235 members 
Mstep: Class 28 contains 6718 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110365 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14666 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9777 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898568.000000 Penalty: 87236.164062
Iteration 176Q: 42 clusters Score -4.089857e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36260 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12709 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36886 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8791 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13289 members 
Mstep: Class 25 contains 4543 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5236 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110364 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14666 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9778 members 
Mstep: Class 39 contains 6414 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898544.000000 Penalty: 87236.164062
Iteration 177Q: 42 clusters Score -4.089854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4096 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36887 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15384 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8793 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13286 members 
Mstep: Class 25 contains 4541 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5238 members 
Mstep: Class 28 contains 6719 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110363 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 14666 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9778 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898592.000000 Penalty: 87236.164062
Iteration 178Q: 42 clusters Score -4.089859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4835 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36888 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8025 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13284 members 
Mstep: Class 25 contains 4539 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5240 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110362 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9780 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898540.000000 Penalty: 87236.164062
Iteration 179Q: 42 clusters Score -4.089854e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44650 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36889 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13282 members 
Mstep: Class 25 contains 4532 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 6720 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9786 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898548.000000 Penalty: 87236.164062
Iteration 180F: 42 clusters Score -4.089855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 507 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4191 members 
Mstep: Class 24 contains 13282 members 
Mstep: Class 25 contains 4529 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110360 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9788 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898552.000000 Penalty: 87236.164062
Iteration 181Q: 42 clusters Score -4.089855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13281 members 
Mstep: Class 25 contains 4527 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5241 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9791 members 
Mstep: Class 39 contains 6415 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898544.000000 Penalty: 87236.164062
Iteration 182Q: 42 clusters Score -4.089854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36265 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15381 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13281 members 
Mstep: Class 25 contains 4522 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5242 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9794 members 
Mstep: Class 39 contains 6416 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898560.000000 Penalty: 87236.164062
Iteration 183Q: 42 clusters Score -4.089856e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44649 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15383 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13281 members 
Mstep: Class 25 contains 4517 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5243 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4705 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9799 members 
Mstep: Class 39 contains 6413 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898552.000000 Penalty: 87236.164062
Iteration 184Q: 42 clusters Score -4.089855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44647 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15383 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13281 members 
Mstep: Class 25 contains 4511 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5243 members 
Mstep: Class 28 contains 6721 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9809 members 
Mstep: Class 39 contains 6413 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898528.000000 Penalty: 87236.164062
Iteration 185Q: 42 clusters Score -4.089853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44646 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4505 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6722 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9816 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898532.000000 Penalty: 87236.164062
Iteration 186Q: 42 clusters Score -4.089853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41696 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4213 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4501 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9820 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898520.000000 Penalty: 87236.164062
Iteration 187Q: 42 clusters Score -4.089852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44644 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4214 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4498 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6724 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14665 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9824 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898528.000000 Penalty: 87236.164062
Iteration 188Q: 42 clusters Score -4.089853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44646 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6725 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9827 members 
Mstep: Class 39 contains 6411 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898532.000000 Penalty: 87236.164062
Iteration 189Q: 42 clusters Score -4.089853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44645 members 
Mstep: Class 6 contains 4834 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4491 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5244 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9828 members 
Mstep: Class 39 contains 6412 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898548.000000 Penalty: 87236.164062
Iteration 190Q: 42 clusters Score -4.089855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44644 members 
Mstep: Class 6 contains 4833 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12707 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13280 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9834 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898548.000000 Penalty: 87236.164062
Iteration 191Q: 42 clusters Score -4.089855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36262 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44641 members 
Mstep: Class 6 contains 4832 members 
Mstep: Class 7 contains 41694 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12708 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20672 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9842 members 
Mstep: Class 39 contains 6406 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898572.000000 Penalty: 87236.164062
Iteration 192Q: 42 clusters Score -4.089857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44640 members 
Mstep: Class 6 contains 4831 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12706 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4488 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5245 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20671 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9844 members 
Mstep: Class 39 contains 6407 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898564.000000 Penalty: 87236.164062
Iteration 193Q: 42 clusters Score -4.089856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12704 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4489 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6408 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898572.000000 Penalty: 87236.164062
Iteration 194Q: 42 clusters Score -4.089857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12703 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898564.000000 Penalty: 87236.164062
Iteration 195Q: 42 clusters Score -4.089856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6727 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898560.000000 Penalty: 87236.164062
Iteration 196Q: 42 clusters Score -4.089856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36263 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15383 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898572.000000 Penalty: 87236.164062
Iteration 197Q: 42 clusters Score -4.089857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898568.000000 Penalty: 87236.164062
Iteration 198Q: 42 clusters Score -4.089857e+07 nChanged 0
Entering ConstructFrom: 
Score: -40898568.000000 Penalty: 87236.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1123639.250000 Penalty: 1535.405396
	Iteration 0F: 2 clusters Score -1123639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1114763.875000 Penalty: 3070.810791
	Iteration 0F: 3 clusters Score -1114764 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1117769.500000 Penalty: 3070.810791
	Iteration 1F: 3 clusters Score -1117770 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1118086.750000 Penalty: 3070.810791
	Iteration 2F: 3 clusters Score -1118087 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1118392.375000 Penalty: 3070.810791
	Iteration 3F: 3 clusters Score -1118392 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1118711.750000 Penalty: 3070.810791
	Iteration 4F: 3 clusters Score -1118712 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1119087.750000 Penalty: 3070.810791
	Iteration 5F: 3 clusters Score -1119088 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1119544.625000 Penalty: 3070.810791
	Iteration 6F: 3 clusters Score -1119545 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1119991.500000 Penalty: 3070.810791
	Iteration 7F: 3 clusters Score -1119992 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1120425.250000 Penalty: 3070.810791
	Iteration 8F: 3 clusters Score -1120425 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1120836.000000 Penalty: 3070.810791
	Iteration 9Q: 3 clusters Score -1120836 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1121207.250000 Penalty: 3070.810791
	Iteration 10Q: 3 clusters Score -1121207 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1121499.250000 Penalty: 3070.810791
	Iteration 11Q: 3 clusters Score -1121499 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1121752.375000 Penalty: 3070.810791
	Iteration 12Q: 3 clusters Score -1121752 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1121925.625000 Penalty: 3070.810791
	Iteration 13Q: 3 clusters Score -1121926 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1122055.125000 Penalty: 3070.810791
	Iteration 14Q: 3 clusters Score -1122055 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1122146.875000 Penalty: 3070.810791
	Iteration 15Q: 3 clusters Score -1122147 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1122212.875000 Penalty: 3070.810791
	Iteration 16Q: 3 clusters Score -1122213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1122255.625000 Penalty: 3070.810791
	Iteration 17Q: 3 clusters Score -1122256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1122273.750000 Penalty: 3070.810791
	Iteration 18Q: 3 clusters Score -1122274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -1122288.375000 Penalty: 3070.810791
	Iteration 19Q: 3 clusters Score -1122288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -1122298.625000 Penalty: 3070.810791
	Iteration 20F: 3 clusters Score -1122299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -1122308.250000 Penalty: 3070.810791
	Iteration 21Q: 3 clusters Score -1122308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1122320.125000 Penalty: 3070.810791
	Iteration 22Q: 3 clusters Score -1122320 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -1122336.625000 Penalty: 3070.810791
	Iteration 23Q: 3 clusters Score -1122337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -1122344.375000 Penalty: 3070.810791
	Iteration 24Q: 3 clusters Score -1122344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1122355.000000 Penalty: 3070.810791
	Iteration 25Q: 3 clusters Score -1122355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -1122365.625000 Penalty: 3070.810791
	Iteration 26Q: 3 clusters Score -1122366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1122370.375000 Penalty: 3070.810791
	Iteration 27Q: 3 clusters Score -1122370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1122373.375000 Penalty: 3070.810791
	Iteration 28Q: 3 clusters Score -1122373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -1122373.375000 Penalty: 3070.810791
	Iteration 29F: 3 clusters Score -1122373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Entering Unmasked Estep 
Score: -3216282.500000 Penalty: 1706.019409
	Iteration 0F: 2 clusters Score -3216282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18149 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -3192015.250000 Penalty: 3412.038818
	Iteration 0F: 3 clusters Score -3192015 nChanged 16728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3201453.250000 Penalty: 3412.038818
	Iteration 1F: 3 clusters Score -3201453 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3201825.250000 Penalty: 3412.038818
	Iteration 2Q: 3 clusters Score -3201825 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -3202151.500000 Penalty: 3412.038818
	Iteration 3Q: 3 clusters Score -3202152 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3202492.750000 Penalty: 3412.038818
	Iteration 4Q: 3 clusters Score -3202493 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -3202781.750000 Penalty: 3412.038818
	Iteration 5Q: 3 clusters Score -3202782 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -3203075.500000 Penalty: 3412.038818
	Iteration 6Q: 3 clusters Score -3203076 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -3203354.000000 Penalty: 3412.038818
	Iteration 7Q: 3 clusters Score -3203354 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16367 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -3203659.000000 Penalty: 3412.038818
	Iteration 8Q: 3 clusters Score -3203659 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -3203979.000000 Penalty: 3412.038818
	Iteration 9Q: 3 clusters Score -3203979 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -3204335.500000 Penalty: 3412.038818
	Iteration 10Q: 3 clusters Score -3204336 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -3204764.750000 Penalty: 3412.038818
	Iteration 11Q: 3 clusters Score -3204765 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -3205348.000000 Penalty: 3412.038818
	Iteration 12Q: 3 clusters Score -3205348 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -3206108.250000 Penalty: 3412.038818
	Iteration 13Q: 3 clusters Score -3206108 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -3207020.750000 Penalty: 3412.038818
	Iteration 14Q: 3 clusters Score -3207021 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3208076.250000 Penalty: 3412.038818
	Iteration 15Q: 3 clusters Score -3208076 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -3209124.750000 Penalty: 3412.038818
	Iteration 16Q: 3 clusters Score -3209125 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -3209982.000000 Penalty: 3412.038818
	Iteration 17Q: 3 clusters Score -3209982 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -3210607.250000 Penalty: 3412.038818
	Iteration 18Q: 3 clusters Score -3210607 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -3211076.500000 Penalty: 3412.038818
	Iteration 19Q: 3 clusters Score -3211076 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3211515.500000 Penalty: 3412.038818
	Iteration 20F: 3 clusters Score -3211516 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -3211905.000000 Penalty: 3412.038818
	Iteration 21Q: 3 clusters Score -3211905 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -3212324.000000 Penalty: 3412.038818
	Iteration 22Q: 3 clusters Score -3212324 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -3212779.500000 Penalty: 3412.038818
	Iteration 23Q: 3 clusters Score -3212780 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -3213211.750000 Penalty: 3412.038818
	Iteration 24Q: 3 clusters Score -3213212 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -3213557.750000 Penalty: 3412.038818
	Iteration 25Q: 3 clusters Score -3213558 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -3213848.500000 Penalty: 3412.038818
	Iteration 26Q: 3 clusters Score -3213848 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -3214048.750000 Penalty: 3412.038818
	Iteration 27Q: 3 clusters Score -3214049 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35056 members 
Entering Unmasked Estep 
Score: -3214227.750000 Penalty: 3412.038818
	Iteration 28Q: 3 clusters Score -3214228 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -3214369.250000 Penalty: 3412.038818
	Iteration 29Q: 3 clusters Score -3214369 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -3214465.500000 Penalty: 3412.038818
	Iteration 30Q: 3 clusters Score -3214466 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -3214537.750000 Penalty: 3412.038818
	Iteration 31Q: 3 clusters Score -3214538 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -3214605.500000 Penalty: 3412.038818
	Iteration 32Q: 3 clusters Score -3214606 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 35684 members 
Entering Unmasked Estep 
Score: -3214672.750000 Penalty: 3412.038818
	Iteration 33Q: 3 clusters Score -3214673 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 35730 members 
Entering Unmasked Estep 
Score: -3214706.250000 Penalty: 3412.038818
	Iteration 34Q: 3 clusters Score -3214706 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -3214728.250000 Penalty: 3412.038818
	Iteration 35Q: 3 clusters Score -3214728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -3214751.500000 Penalty: 3412.038818
	Iteration 36Q: 3 clusters Score -3214752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -3214763.000000 Penalty: 3412.038818
	Iteration 37Q: 3 clusters Score -3214763 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -3214775.750000 Penalty: 3412.038818
	Iteration 38Q: 3 clusters Score -3214776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -3214780.750000 Penalty: 3412.038818
	Iteration 39Q: 3 clusters Score -3214781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -3214782.750000 Penalty: 3412.038818
	Iteration 40F: 3 clusters Score -3214783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 35837 members 
Entering Unmasked Estep 
Score: -3214793.250000 Penalty: 3412.038818
	Iteration 41Q: 3 clusters Score -3214793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 35847 members 
Entering Unmasked Estep 
Score: -3214805.750000 Penalty: 3412.038818
	Iteration 42Q: 3 clusters Score -3214806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35857 members 
Entering Unmasked Estep 
Score: -3214810.750000 Penalty: 3412.038818
	Iteration 43Q: 3 clusters Score -3214811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -3214817.500000 Penalty: 3412.038818
	Iteration 44Q: 3 clusters Score -3214818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -3214819.750000 Penalty: 3412.038818
	Iteration 45Q: 3 clusters Score -3214820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -3214824.000000 Penalty: 3412.038818
	Iteration 46Q: 3 clusters Score -3214824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -3214827.750000 Penalty: 3412.038818
	Iteration 47Q: 3 clusters Score -3214828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35882 members 
Entering Unmasked Estep 
Score: -3214835.500000 Penalty: 3412.038818
	Iteration 48Q: 3 clusters Score -3214836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -3214837.500000 Penalty: 3412.038818
	Iteration 49Q: 3 clusters Score -3214838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 35888 members 
Entering Unmasked Estep 
Score: -3214840.250000 Penalty: 3412.038818
	Iteration 50Q: 3 clusters Score -3214840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -3214841.500000 Penalty: 3412.038818
	Iteration 51Q: 3 clusters Score -3214842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -3214838.000000 Penalty: 3412.038818
	Iteration 52Q: 3 clusters Score -3214838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -3214843.250000 Penalty: 3412.038818
	Iteration 53Q: 3 clusters Score -3214843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -3214849.750000 Penalty: 3412.038818
	Iteration 54Q: 3 clusters Score -3214850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35904 members 
Entering Unmasked Estep 
Score: -3214849.250000 Penalty: 3412.038818
	Iteration 55Q: 3 clusters Score -3214849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -3214851.750000 Penalty: 3412.038818
	Iteration 56Q: 3 clusters Score -3214852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35907 members 
Entering Unmasked Estep 
Score: -3214854.500000 Penalty: 3412.038818
	Iteration 57Q: 3 clusters Score -3214854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3214857.500000 Penalty: 3412.038818
	Iteration 58Q: 3 clusters Score -3214858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 35909 members 
Entering Unmasked Estep 
Score: -3214857.500000 Penalty: 3412.038818
	Iteration 59F: 3 clusters Score -3214858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -79625.726562 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -79625.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -78156.187500 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -78156.19 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -78631.703125 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -78631.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -78819.218750 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -78819.22 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -78914.875000 Penalty: 2303.189941
	Iteration 3F: 3 clusters Score -78914.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -78968.015625 Penalty: 2303.189941
	Iteration 4Q: 3 clusters Score -78968.02 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -78998.117188 Penalty: 2303.189941
	Iteration 5Q: 3 clusters Score -78998.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -79023.570312 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -79023.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -79041.281250 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -79041.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -79054.125000 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -79054.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -79062.234375 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -79062.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -79071.835938 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -79071.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -79090.695312 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -79090.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -79102.000000 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -79102 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -79113.906250 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -79113.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79127.390625 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -79127.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -79146.726562 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -79146.73 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -79172.640625 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -79172.64 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -79200.320312 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -79200.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79215.226562 Penalty: 2303.189941
	Iteration 18Q: 3 clusters Score -79215.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -79223.640625 Penalty: 2303.189941
	Iteration 19Q: 3 clusters Score -79223.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -79240.585938 Penalty: 2303.189941
	Iteration 20F: 3 clusters Score -79240.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -79248.671875 Penalty: 2303.189941
	Iteration 21Q: 3 clusters Score -79248.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -79258.515625 Penalty: 2303.189941
	Iteration 22Q: 3 clusters Score -79258.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -79267.593750 Penalty: 2303.189941
	Iteration 23Q: 3 clusters Score -79267.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79276.250000 Penalty: 2303.189941
	Iteration 24Q: 3 clusters Score -79276.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79281.523438 Penalty: 2303.189941
	Iteration 25Q: 3 clusters Score -79281.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -79284.351562 Penalty: 2303.189941
	Iteration 26Q: 3 clusters Score -79284.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79285.828125 Penalty: 2303.189941
	Iteration 27Q: 3 clusters Score -79285.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79287.156250 Penalty: 2303.189941
	Iteration 28Q: 3 clusters Score -79287.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79288.203125 Penalty: 2303.189941
	Iteration 29Q: 3 clusters Score -79288.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79288.203125 Penalty: 2303.189941
	Iteration 30F: 3 clusters Score -79288.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -321187.531250 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -321187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -318058.312500 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -318058.3 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -319314.968750 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -319315 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -319724.562500 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -319724.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -320043.718750 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -320043.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -320260.093750 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -320260.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -320417.187500 Penalty: 2673.375488
	Iteration 5Q: 3 clusters Score -320417.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -320505.968750 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -320506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -320559.312500 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -320559.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -320591.625000 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -320591.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -320606.812500 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -320606.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -320617.500000 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -320617.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -320623.968750 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -320624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -320627.250000 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -320627.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -320628.718750 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -320628.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -320630.843750 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -320630.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -320631.750000 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -320631.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -320633.031250 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -320633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -320634.906250 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -320634.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -320636.656250 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -320636.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -320637.031250 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -320637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -320637.562500 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -320637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -320638.281250 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -320638.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -320639.250000 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -320639.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -320639.687500 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -320639.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -320641.343750 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -320641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -320642.687500 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -320642.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -320644.343750 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -320644.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -320645.375000 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -320645.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -320646.312500 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -320646.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -320646.531250 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -320646.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -320648.656250 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -320648.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -320648.437500 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -320648.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -320651.031250 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -320651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -320652.000000 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -320652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -320653.281250 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -320653.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -320653.625000 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -320653.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -320653.843750 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -320653.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -320654.656250 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -320654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -320655.437500 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -320655.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -320657.218750 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -320657.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -320658.218750 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -320658.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -320658.718750 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -320658.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -320658.718750 Penalty: 2673.375488
	Iteration 42F: 3 clusters Score -320658.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Entering Unmasked Estep 
Score: -3919983.000000 Penalty: 1739.784058
	Iteration 0F: 2 clusters Score -3919983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -3890368.500000 Penalty: 3479.568115
	Iteration 0F: 3 clusters Score -3890368 nChanged 20770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21606 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -3901869.500000 Penalty: 3479.568115
	Iteration 1F: 3 clusters Score -3901870 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -3902436.500000 Penalty: 3479.568115
	Iteration 2Q: 3 clusters Score -3902436 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -3903089.000000 Penalty: 3479.568115
	Iteration 3Q: 3 clusters Score -3903089 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3904019.000000 Penalty: 3479.568115
	Iteration 4Q: 3 clusters Score -3904019 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -3905409.000000 Penalty: 3479.568115
	Iteration 5F: 3 clusters Score -3905409 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 29894 members 
Entering Unmasked Estep 
Score: -3907354.500000 Penalty: 3479.568115
	Iteration 6F: 3 clusters Score -3907354 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -3909647.500000 Penalty: 3479.568115
	Iteration 7F: 3 clusters Score -3909648 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -3911912.000000 Penalty: 3479.568115
	Iteration 8F: 3 clusters Score -3911912 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -3913710.750000 Penalty: 3479.568115
	Iteration 9F: 3 clusters Score -3913711 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 39294 members 
Entering Unmasked Estep 
Score: -3915135.250000 Penalty: 3479.568115
	Iteration 10Q: 3 clusters Score -3915135 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 40604 members 
Entering Unmasked Estep 
Score: -3916170.000000 Penalty: 3479.568115
	Iteration 11Q: 3 clusters Score -3916170 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -3916897.250000 Penalty: 3479.568115
	Iteration 12Q: 3 clusters Score -3916897 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 42243 members 
Entering Unmasked Estep 
Score: -3917373.250000 Penalty: 3479.568115
	Iteration 13Q: 3 clusters Score -3917373 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 42705 members 
Entering Unmasked Estep 
Score: -3917667.250000 Penalty: 3479.568115
	Iteration 14Q: 3 clusters Score -3917667 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 43052 members 
Entering Unmasked Estep 
Score: -3917895.750000 Penalty: 3479.568115
	Iteration 15Q: 3 clusters Score -3917896 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -3918042.250000 Penalty: 3479.568115
	Iteration 16Q: 3 clusters Score -3918042 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -3918153.250000 Penalty: 3479.568115
	Iteration 17Q: 3 clusters Score -3918153 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -3918254.500000 Penalty: 3479.568115
	Iteration 18Q: 3 clusters Score -3918254 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -3918363.500000 Penalty: 3479.568115
	Iteration 19Q: 3 clusters Score -3918364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -3918433.500000 Penalty: 3479.568115
	Iteration 20F: 3 clusters Score -3918434 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -3918506.000000 Penalty: 3479.568115
	Iteration 21Q: 3 clusters Score -3918506 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -3918541.500000 Penalty: 3479.568115
	Iteration 22Q: 3 clusters Score -3918542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -3918567.000000 Penalty: 3479.568115
	Iteration 23Q: 3 clusters Score -3918567 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -3918621.000000 Penalty: 3479.568115
	Iteration 24Q: 3 clusters Score -3918621 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -3918666.250000 Penalty: 3479.568115
	Iteration 25Q: 3 clusters Score -3918666 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 43757 members 
Entering Unmasked Estep 
Score: -3918708.000000 Penalty: 3479.568115
	Iteration 26Q: 3 clusters Score -3918708 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 43763 members 
Entering Unmasked Estep 
Score: -3918741.750000 Penalty: 3479.568115
	Iteration 27Q: 3 clusters Score -3918742 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 43758 members 
Entering Unmasked Estep 
Score: -3918763.750000 Penalty: 3479.568115
	Iteration 28Q: 3 clusters Score -3918764 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -3918771.500000 Penalty: 3479.568115
	Iteration 29Q: 3 clusters Score -3918772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -3918780.250000 Penalty: 3479.568115
	Iteration 30Q: 3 clusters Score -3918780 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -3918776.500000 Penalty: 3479.568115
	Iteration 31Q: 3 clusters Score -3918776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 43749 members 
Entering Unmasked Estep 
Score: -3918784.750000 Penalty: 3479.568115
	Iteration 32Q: 3 clusters Score -3918785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -3918789.500000 Penalty: 3479.568115
	Iteration 33Q: 3 clusters Score -3918790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -3918794.750000 Penalty: 3479.568115
	Iteration 34Q: 3 clusters Score -3918795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -3918797.250000 Penalty: 3479.568115
	Iteration 35Q: 3 clusters Score -3918797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43744 members 
Entering Unmasked Estep 
Score: -3918795.750000 Penalty: 3479.568115
	Iteration 36Q: 3 clusters Score -3918796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -3918796.500000 Penalty: 3479.568115
	Iteration 37Q: 3 clusters Score -3918796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -3918796.500000 Penalty: 3479.568115
	Iteration 38F: 3 clusters Score -3918796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -415716.468750 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -415716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -411867.562500 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -411867.6 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -413035.218750 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -413035.2 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -413504.781250 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -413504.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -414004.406250 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -414004.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -414627.000000 Penalty: 2756.845703
	Iteration 4F: 3 clusters Score -414627 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -415197.750000 Penalty: 2756.845703
	Iteration 5F: 3 clusters Score -415197.8 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -415536.687500 Penalty: 2756.845703
	Iteration 6F: 3 clusters Score -415536.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -415672.406250 Penalty: 2756.845703
	Iteration 7Q: 3 clusters Score -415672.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -415731.312500 Penalty: 2756.845703
	Iteration 8Q: 3 clusters Score -415731.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -415783.375000 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -415783.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -415830.531250 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -415830.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -415878.312500 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -415878.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -415912.437500 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -415912.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -415943.625000 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -415943.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -415971.500000 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -415971.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -415997.000000 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -415997 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -416016.031250 Penalty: 2756.845703
	Iteration 16Q: 3 clusters Score -416016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -416028.593750 Penalty: 2756.845703
	Iteration 17Q: 3 clusters Score -416028.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -416039.062500 Penalty: 2756.845703
	Iteration 18Q: 3 clusters Score -416039.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -416045.000000 Penalty: 2756.845703
	Iteration 19Q: 3 clusters Score -416045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -416048.687500 Penalty: 2756.845703
	Iteration 20F: 3 clusters Score -416048.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -416057.375000 Penalty: 2756.845703
	Iteration 21Q: 3 clusters Score -416057.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -416068.593750 Penalty: 2756.845703
	Iteration 22Q: 3 clusters Score -416068.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -416083.781250 Penalty: 2756.845703
	Iteration 23Q: 3 clusters Score -416083.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -416129.718750 Penalty: 2756.845703
	Iteration 24Q: 3 clusters Score -416129.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -416168.468750 Penalty: 2756.845703
	Iteration 25Q: 3 clusters Score -416168.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -416212.625000 Penalty: 2756.845703
	Iteration 26Q: 3 clusters Score -416212.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -416227.343750 Penalty: 2756.845703
	Iteration 27Q: 3 clusters Score -416227.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -416231.625000 Penalty: 2756.845703
	Iteration 28Q: 3 clusters Score -416231.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -416234.343750 Penalty: 2756.845703
	Iteration 29Q: 3 clusters Score -416234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -416234.531250 Penalty: 2756.845703
	Iteration 30Q: 3 clusters Score -416234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -416234.531250 Penalty: 2756.845703
	Iteration 31F: 3 clusters Score -416234.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 899 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 3931 members 
Entering Unmasked Estep 
Score: -40898384.000000 Penalty: 89363.875000
Splitting cluster 6 changes total score from -40898568.000000 to -40898384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Entering Unmasked Estep 
Score: -3716878.750000 Penalty: 1728.697266
	Iteration 0F: 2 clusters Score -3716879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3688934.500000 Penalty: 3457.394531
	Iteration 0F: 3 clusters Score -3688934 nChanged 19440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -3699866.500000 Penalty: 3457.394531
	Iteration 1F: 3 clusters Score -3699866 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3700492.000000 Penalty: 3457.394531
	Iteration 2Q: 3 clusters Score -3700492 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24676 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -3701477.750000 Penalty: 3457.394531
	Iteration 3F: 3 clusters Score -3701478 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3703094.500000 Penalty: 3457.394531
	Iteration 4F: 3 clusters Score -3703094 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -3705674.000000 Penalty: 3457.394531
	Iteration 5F: 3 clusters Score -3705674 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3708807.500000 Penalty: 3457.394531
	Iteration 6F: 3 clusters Score -3708808 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35453 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3711376.000000 Penalty: 3457.394531
	Iteration 7F: 3 clusters Score -3711376 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -3713048.750000 Penalty: 3457.394531
	Iteration 8Q: 3 clusters Score -3713049 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -3714040.000000 Penalty: 3457.394531
	Iteration 9Q: 3 clusters Score -3714040 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39021 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -3714616.250000 Penalty: 3457.394531
	Iteration 10Q: 3 clusters Score -3714616 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3714992.250000 Penalty: 3457.394531
	Iteration 11Q: 3 clusters Score -3714992 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3715227.500000 Penalty: 3457.394531
	Iteration 12Q: 3 clusters Score -3715228 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3715360.750000 Penalty: 3457.394531
	Iteration 13Q: 3 clusters Score -3715361 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40056 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -3715448.250000 Penalty: 3457.394531
	Iteration 14Q: 3 clusters Score -3715448 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3715499.500000 Penalty: 3457.394531
	Iteration 15Q: 3 clusters Score -3715500 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -3715531.500000 Penalty: 3457.394531
	Iteration 16Q: 3 clusters Score -3715532 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3715557.500000 Penalty: 3457.394531
	Iteration 17Q: 3 clusters Score -3715558 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -3715576.250000 Penalty: 3457.394531
	Iteration 18Q: 3 clusters Score -3715576 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3715592.250000 Penalty: 3457.394531
	Iteration 19Q: 3 clusters Score -3715592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -3715604.500000 Penalty: 3457.394531
	Iteration 20F: 3 clusters Score -3715604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40443 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -3715619.250000 Penalty: 3457.394531
	Iteration 21Q: 3 clusters Score -3715619 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3715626.750000 Penalty: 3457.394531
	Iteration 22Q: 3 clusters Score -3715627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3715629.500000 Penalty: 3457.394531
	Iteration 23Q: 3 clusters Score -3715630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3715633.000000 Penalty: 3457.394531
	Iteration 24Q: 3 clusters Score -3715633 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3715641.500000 Penalty: 3457.394531
	Iteration 25Q: 3 clusters Score -3715642 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3715641.250000 Penalty: 3457.394531
	Iteration 26Q: 3 clusters Score -3715641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -3715646.750000 Penalty: 3457.394531
	Iteration 27Q: 3 clusters Score -3715647 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3715645.500000 Penalty: 3457.394531
	Iteration 28Q: 3 clusters Score -3715646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3715650.000000 Penalty: 3457.394531
	Iteration 29Q: 3 clusters Score -3715650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3715653.500000 Penalty: 3457.394531
	Iteration 30Q: 3 clusters Score -3715654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -3715653.500000 Penalty: 3457.394531
	Iteration 31Q: 3 clusters Score -3715654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3715653.000000 Penalty: 3457.394531
	Iteration 32Q: 3 clusters Score -3715653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3715653.000000 Penalty: 3457.394531
	Iteration 33F: 3 clusters Score -3715653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -84423.687500 Penalty: 1133.959717
	Iteration 0F: 2 clusters Score -84423.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -82921.945312 Penalty: 2267.919434
	Iteration 0F: 3 clusters Score -82921.95 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83225.546875 Penalty: 2267.919434
	Iteration 1F: 3 clusters Score -83225.55 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83347.570312 Penalty: 2267.919434
	Iteration 2F: 3 clusters Score -83347.57 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -83401.140625 Penalty: 2267.919434
	Iteration 3Q: 3 clusters Score -83401.14 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -83435.585938 Penalty: 2267.919434
	Iteration 4Q: 3 clusters Score -83435.59 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -83446.500000 Penalty: 2267.919434
	Iteration 5Q: 3 clusters Score -83446.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83453.867188 Penalty: 2267.919434
	Iteration 6Q: 3 clusters Score -83453.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83459.750000 Penalty: 2267.919434
	Iteration 7Q: 3 clusters Score -83459.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -83463.992188 Penalty: 2267.919434
	Iteration 8Q: 3 clusters Score -83463.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -83469.570312 Penalty: 2267.919434
	Iteration 9Q: 3 clusters Score -83469.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -83480.468750 Penalty: 2267.919434
	Iteration 10Q: 3 clusters Score -83480.47 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83491.937500 Penalty: 2267.919434
	Iteration 11Q: 3 clusters Score -83491.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83495.796875 Penalty: 2267.919434
	Iteration 12Q: 3 clusters Score -83495.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -83497.585938 Penalty: 2267.919434
	Iteration 13Q: 3 clusters Score -83497.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83498.023438 Penalty: 2267.919434
	Iteration 14Q: 3 clusters Score -83498.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83498.023438 Penalty: 2267.919434
	Iteration 15F: 3 clusters Score -83498.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -318861.093750 Penalty: 1356.290771
	Iteration 0F: 2 clusters Score -318861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -315461.062500 Penalty: 2712.581543
	Iteration 0F: 3 clusters Score -315461.1 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -316656.343750 Penalty: 2712.581543
	Iteration 1F: 3 clusters Score -316656.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -317135.375000 Penalty: 2712.581543
	Iteration 2F: 3 clusters Score -317135.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -317520.906250 Penalty: 2712.581543
	Iteration 3F: 3 clusters Score -317520.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -317737.781250 Penalty: 2712.581543
	Iteration 4F: 3 clusters Score -317737.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -317909.093750 Penalty: 2712.581543
	Iteration 5Q: 3 clusters Score -317909.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -318030.812500 Penalty: 2712.581543
	Iteration 6Q: 3 clusters Score -318030.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -318124.437500 Penalty: 2712.581543
	Iteration 7Q: 3 clusters Score -318124.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -318203.968750 Penalty: 2712.581543
	Iteration 8Q: 3 clusters Score -318204 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -318258.000000 Penalty: 2712.581543
	Iteration 9Q: 3 clusters Score -318258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -318305.812500 Penalty: 2712.581543
	Iteration 10Q: 3 clusters Score -318305.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -318345.093750 Penalty: 2712.581543
	Iteration 11Q: 3 clusters Score -318345.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -318383.156250 Penalty: 2712.581543
	Iteration 12Q: 3 clusters Score -318383.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -318420.906250 Penalty: 2712.581543
	Iteration 13Q: 3 clusters Score -318420.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -318452.218750 Penalty: 2712.581543
	Iteration 14Q: 3 clusters Score -318452.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -318478.218750 Penalty: 2712.581543
	Iteration 15Q: 3 clusters Score -318478.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -318504.593750 Penalty: 2712.581543
	Iteration 16Q: 3 clusters Score -318504.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -318523.781250 Penalty: 2712.581543
	Iteration 17Q: 3 clusters Score -318523.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -318536.406250 Penalty: 2712.581543
	Iteration 18Q: 3 clusters Score -318536.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -318550.031250 Penalty: 2712.581543
	Iteration 19Q: 3 clusters Score -318550 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -318563.062500 Penalty: 2712.581543
	Iteration 20F: 3 clusters Score -318563.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -318572.906250 Penalty: 2712.581543
	Iteration 21Q: 3 clusters Score -318572.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -318582.125000 Penalty: 2712.581543
	Iteration 22Q: 3 clusters Score -318582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -318589.531250 Penalty: 2712.581543
	Iteration 23Q: 3 clusters Score -318589.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -318595.687500 Penalty: 2712.581543
	Iteration 24Q: 3 clusters Score -318595.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -318599.312500 Penalty: 2712.581543
	Iteration 25Q: 3 clusters Score -318599.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -318602.468750 Penalty: 2712.581543
	Iteration 26Q: 3 clusters Score -318602.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -318604.625000 Penalty: 2712.581543
	Iteration 27Q: 3 clusters Score -318604.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -318606.531250 Penalty: 2712.581543
	Iteration 28Q: 3 clusters Score -318606.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -318608.093750 Penalty: 2712.581543
	Iteration 29Q: 3 clusters Score -318608.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -318608.875000 Penalty: 2712.581543
	Iteration 30Q: 3 clusters Score -318608.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -318609.000000 Penalty: 2712.581543
	Iteration 31Q: 3 clusters Score -318609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -318610.093750 Penalty: 2712.581543
	Iteration 32Q: 3 clusters Score -318610.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -318609.906250 Penalty: 2712.581543
	Iteration 33Q: 3 clusters Score -318609.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -318609.906250 Penalty: 2712.581543
	Iteration 34F: 3 clusters Score -318609.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -194807.312500 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -194807.3 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 1206 members 
Entering Unmasked Estep 
Score: -192442.250000 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -192442.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -192963.109375 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -192963.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -193102.078125 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -193102.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193184.734375 Penalty: 2532.110596
	Iteration 3Q: 3 clusters Score -193184.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -193273.921875 Penalty: 2532.110596
	Iteration 4Q: 3 clusters Score -193273.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193393.218750 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -193393.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -193580.078125 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -193580.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -193707.093750 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -193707.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -193874.046875 Penalty: 2532.110596
	Iteration 8F: 3 clusters Score -193874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -194066.062500 Penalty: 2532.110596
	Iteration 9F: 3 clusters Score -194066.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -194232.312500 Penalty: 2532.110596
	Iteration 10F: 3 clusters Score -194232.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -194313.796875 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -194313.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -194368.281250 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -194368.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -194417.515625 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -194417.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -194483.906250 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -194483.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -194572.593750 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -194572.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -194710.703125 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -194710.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194840.734375 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -194840.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -194900.218750 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -194900.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194925.968750 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -194926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -194936.750000 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -194936.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -194941.984375 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -194942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -194945.843750 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -194945.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -194949.625000 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -194949.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -194951.578125 Penalty: 2532.110596
	Iteration 24Q: 3 clusters Score -194951.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194953.859375 Penalty: 2532.110596
	Iteration 25Q: 3 clusters Score -194953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194954.625000 Penalty: 2532.110596
	Iteration 26Q: 3 clusters Score -194954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -194954.625000 Penalty: 2532.110596
	Iteration 27F: 3 clusters Score -194954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 1442 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 977 members 
Entering Unmasked Estep 
Score: -40897876.000000 Penalty: 89363.875000
Splitting cluster 10 changes total score from -40898568.000000 to -40897876.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -341817.156250 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -341817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -338508.093750 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -338508.1 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -339709.093750 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -339709.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -340145.125000 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -340145.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -340563.718750 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -340563.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -340957.281250 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -340957.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -341215.437500 Penalty: 2703.194580
	Iteration 5F: 3 clusters Score -341215.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -341376.562500 Penalty: 2703.194580
	Iteration 6Q: 3 clusters Score -341376.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -341465.406250 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -341465.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -341544.125000 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -341544.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -341628.750000 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -341628.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -341726.843750 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -341726.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -341806.812500 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -341806.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -341900.437500 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -341900.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -342006.593750 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -342006.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -342121.875000 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -342121.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -342188.562500 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -342188.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -342216.968750 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -342217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -342231.875000 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -342231.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -342240.843750 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -342240.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -342246.687500 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -342246.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -342251.531250 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -342251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -342258.875000 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -342258.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -342263.562500 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -342263.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -342271.500000 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -342271.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -342280.218750 Penalty: 2703.194580
	Iteration 24Q: 3 clusters Score -342280.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -342285.093750 Penalty: 2703.194580
	Iteration 25Q: 3 clusters Score -342285.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -342290.218750 Penalty: 2703.194580
	Iteration 26Q: 3 clusters Score -342290.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -342294.875000 Penalty: 2703.194580
	Iteration 27Q: 3 clusters Score -342294.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -342300.718750 Penalty: 2703.194580
	Iteration 28Q: 3 clusters Score -342300.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -342320.875000 Penalty: 2703.194580
	Iteration 29Q: 3 clusters Score -342320.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -342353.093750 Penalty: 2703.194580
	Iteration 30Q: 3 clusters Score -342353.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -342399.281250 Penalty: 2703.194580
	Iteration 31Q: 3 clusters Score -342399.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -342430.562500 Penalty: 2703.194580
	Iteration 32Q: 3 clusters Score -342430.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -342442.250000 Penalty: 2703.194580
	Iteration 33Q: 3 clusters Score -342442.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -342449.906250 Penalty: 2703.194580
	Iteration 34Q: 3 clusters Score -342449.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -342458.468750 Penalty: 2703.194580
	Iteration 35Q: 3 clusters Score -342458.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -342463.031250 Penalty: 2703.194580
	Iteration 36Q: 3 clusters Score -342463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -342464.843750 Penalty: 2703.194580
	Iteration 37Q: 3 clusters Score -342464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -342468.281250 Penalty: 2703.194580
	Iteration 38Q: 3 clusters Score -342468.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -342469.593750 Penalty: 2703.194580
	Iteration 39Q: 3 clusters Score -342469.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -342469.812500 Penalty: 2703.194580
	Iteration 40F: 3 clusters Score -342469.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -342471.343750 Penalty: 2703.194580
	Iteration 41Q: 3 clusters Score -342471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -342472.031250 Penalty: 2703.194580
	Iteration 42Q: 3 clusters Score -342472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -342472.687500 Penalty: 2703.194580
	Iteration 43Q: 3 clusters Score -342472.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -342475.562500 Penalty: 2703.194580
	Iteration 44Q: 3 clusters Score -342475.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -342476.593750 Penalty: 2703.194580
	Iteration 45Q: 3 clusters Score -342476.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -342478.687500 Penalty: 2703.194580
	Iteration 46Q: 3 clusters Score -342478.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -342480.437500 Penalty: 2703.194580
	Iteration 47Q: 3 clusters Score -342480.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -342482.031250 Penalty: 2703.194580
	Iteration 48Q: 3 clusters Score -342482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -342483.156250 Penalty: 2703.194580
	Iteration 49Q: 3 clusters Score -342483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -342485.937500 Penalty: 2703.194580
	Iteration 50Q: 3 clusters Score -342485.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -342487.656250 Penalty: 2703.194580
	Iteration 51Q: 3 clusters Score -342487.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -342488.093750 Penalty: 2703.194580
	Iteration 52Q: 3 clusters Score -342488.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -342488.593750 Penalty: 2703.194580
	Iteration 53Q: 3 clusters Score -342488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -342488.531250 Penalty: 2703.194580
	Iteration 54Q: 3 clusters Score -342488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -342489.062500 Penalty: 2703.194580
	Iteration 55Q: 3 clusters Score -342489.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -342489.968750 Penalty: 2703.194580
	Iteration 56Q: 3 clusters Score -342490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -342489.968750 Penalty: 2703.194580
	Iteration 57F: 3 clusters Score -342490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 1977 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 2118 members 
Entering Unmasked Estep 
Score: -40898492.000000 Penalty: 89363.875000
Splitting cluster 11 changes total score from -40898568.000000 to -40898492.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Entering Unmasked Estep 
Score: -1100882.125000 Penalty: 1535.546143
	Iteration 0F: 2 clusters Score -1100882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1092039.500000 Penalty: 3071.092285
	Iteration 0F: 3 clusters Score -1092040 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6643 members 
Entering Unmasked Estep 
Score: -1094972.250000 Penalty: 3071.092285
	Iteration 1F: 3 clusters Score -1094972 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1095298.500000 Penalty: 3071.092285
	Iteration 2F: 3 clusters Score -1095298 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1095692.375000 Penalty: 3071.092285
	Iteration 3F: 3 clusters Score -1095692 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1096184.125000 Penalty: 3071.092285
	Iteration 4F: 3 clusters Score -1096184 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1096726.500000 Penalty: 3071.092285
	Iteration 5F: 3 clusters Score -1096726 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1097341.000000 Penalty: 3071.092285
	Iteration 6F: 3 clusters Score -1097341 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1097914.375000 Penalty: 3071.092285
	Iteration 7F: 3 clusters Score -1097914 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1098440.125000 Penalty: 3071.092285
	Iteration 8F: 3 clusters Score -1098440 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1098841.875000 Penalty: 3071.092285
	Iteration 9Q: 3 clusters Score -1098842 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1099149.375000 Penalty: 3071.092285
	Iteration 10Q: 3 clusters Score -1099149 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1099375.625000 Penalty: 3071.092285
	Iteration 11Q: 3 clusters Score -1099376 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -1099512.250000 Penalty: 3071.092285
	Iteration 12Q: 3 clusters Score -1099512 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1099600.750000 Penalty: 3071.092285
	Iteration 13Q: 3 clusters Score -1099601 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1099653.250000 Penalty: 3071.092285
	Iteration 14Q: 3 clusters Score -1099653 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1099694.750000 Penalty: 3071.092285
	Iteration 15Q: 3 clusters Score -1099695 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1099754.250000 Penalty: 3071.092285
	Iteration 16Q: 3 clusters Score -1099754 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1099802.625000 Penalty: 3071.092285
	Iteration 17Q: 3 clusters Score -1099803 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1099849.125000 Penalty: 3071.092285
	Iteration 18Q: 3 clusters Score -1099849 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1099889.375000 Penalty: 3071.092285
	Iteration 19Q: 3 clusters Score -1099889 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1099925.375000 Penalty: 3071.092285
	Iteration 20F: 3 clusters Score -1099925 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1099962.875000 Penalty: 3071.092285
	Iteration 21Q: 3 clusters Score -1099963 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1099992.375000 Penalty: 3071.092285
	Iteration 22Q: 3 clusters Score -1099992 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1100024.250000 Penalty: 3071.092285
	Iteration 23Q: 3 clusters Score -1100024 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1100051.125000 Penalty: 3071.092285
	Iteration 24Q: 3 clusters Score -1100051 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1100089.875000 Penalty: 3071.092285
	Iteration 25Q: 3 clusters Score -1100090 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1100124.500000 Penalty: 3071.092285
	Iteration 26Q: 3 clusters Score -1100124 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1100153.750000 Penalty: 3071.092285
	Iteration 27Q: 3 clusters Score -1100154 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1100191.875000 Penalty: 3071.092285
	Iteration 28Q: 3 clusters Score -1100192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1100231.750000 Penalty: 3071.092285
	Iteration 29Q: 3 clusters Score -1100232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1100266.875000 Penalty: 3071.092285
	Iteration 30Q: 3 clusters Score -1100267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1100298.375000 Penalty: 3071.092285
	Iteration 31Q: 3 clusters Score -1100298 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1100320.875000 Penalty: 3071.092285
	Iteration 32Q: 3 clusters Score -1100321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1100337.000000 Penalty: 3071.092285
	Iteration 33Q: 3 clusters Score -1100337 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1100345.750000 Penalty: 3071.092285
	Iteration 34Q: 3 clusters Score -1100346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1100359.875000 Penalty: 3071.092285
	Iteration 35Q: 3 clusters Score -1100360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1100371.500000 Penalty: 3071.092285
	Iteration 36Q: 3 clusters Score -1100372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1100377.250000 Penalty: 3071.092285
	Iteration 37Q: 3 clusters Score -1100377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1100385.875000 Penalty: 3071.092285
	Iteration 38Q: 3 clusters Score -1100386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1100391.375000 Penalty: 3071.092285
	Iteration 39Q: 3 clusters Score -1100391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1100396.875000 Penalty: 3071.092285
	Iteration 40F: 3 clusters Score -1100397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1100400.000000 Penalty: 3071.092285
	Iteration 41Q: 3 clusters Score -1100400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1100403.500000 Penalty: 3071.092285
	Iteration 42Q: 3 clusters Score -1100404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1100407.125000 Penalty: 3071.092285
	Iteration 43Q: 3 clusters Score -1100407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1100412.000000 Penalty: 3071.092285
	Iteration 44Q: 3 clusters Score -1100412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1100418.250000 Penalty: 3071.092285
	Iteration 45Q: 3 clusters Score -1100418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1100420.500000 Penalty: 3071.092285
	Iteration 46Q: 3 clusters Score -1100420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1100425.000000 Penalty: 3071.092285
	Iteration 47Q: 3 clusters Score -1100425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1100425.875000 Penalty: 3071.092285
	Iteration 48Q: 3 clusters Score -1100426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1100426.500000 Penalty: 3071.092285
	Iteration 49Q: 3 clusters Score -1100426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1100427.875000 Penalty: 3071.092285
	Iteration 50Q: 3 clusters Score -1100428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1100429.500000 Penalty: 3071.092285
	Iteration 51Q: 3 clusters Score -1100430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1100428.875000 Penalty: 3071.092285
	Iteration 52Q: 3 clusters Score -1100429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1100433.500000 Penalty: 3071.092285
	Iteration 53Q: 3 clusters Score -1100434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1100433.000000 Penalty: 3071.092285
	Iteration 54Q: 3 clusters Score -1100433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1100433.375000 Penalty: 3071.092285
	Iteration 55Q: 3 clusters Score -1100433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1100432.250000 Penalty: 3071.092285
	Iteration 56Q: 3 clusters Score -1100432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1100433.125000 Penalty: 3071.092285
	Iteration 57Q: 3 clusters Score -1100433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1100434.250000 Penalty: 3071.092285
	Iteration 58Q: 3 clusters Score -1100434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1100435.125000 Penalty: 3071.092285
	Iteration 59Q: 3 clusters Score -1100435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1100433.375000 Penalty: 3071.092285
	Iteration 60F: 3 clusters Score -1100433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -133992.250000 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -133992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -132102.843750 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -132102.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -132632.718750 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -132632.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -132846.984375 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -132847 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -133012.375000 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -133012.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -133153.781250 Penalty: 2410.322998
	Iteration 4F: 3 clusters Score -133153.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -133292.046875 Penalty: 2410.322998
	Iteration 5F: 3 clusters Score -133292 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -133384.937500 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -133384.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -133466.625000 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -133466.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -133517.859375 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -133517.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -133561.437500 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -133561.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -133600.343750 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -133600.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -133656.765625 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -133656.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -133708.953125 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -133709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -133758.796875 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -133758.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -133803.875000 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -133803.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -133825.703125 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -133825.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -133831.578125 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -133831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133832.156250 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -133832.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -133832.156250 Penalty: 2410.322998
	Iteration 18F: 3 clusters Score -133832.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -524821.000000 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -524821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -519784.187500 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -519784.2 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -521412.781250 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -521412.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -521810.875000 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -521810.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -522182.781250 Penalty: 2860.624268
	Iteration 3F: 3 clusters Score -522182.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -522474.968750 Penalty: 2860.624268
	Iteration 4F: 3 clusters Score -522475 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -522726.062500 Penalty: 2860.624268
	Iteration 5F: 3 clusters Score -522726.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -522958.593750 Penalty: 2860.624268
	Iteration 6F: 3 clusters Score -522958.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -523188.375000 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -523188.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -523401.250000 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -523401.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -523588.750000 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -523588.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -523722.781250 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -523722.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -523806.812500 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -523806.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -523846.593750 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -523846.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -523870.000000 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -523870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -523879.062500 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -523879.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -523884.375000 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -523884.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -523887.750000 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -523887.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -523890.468750 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -523890.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -523893.375000 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -523893.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -523893.718750 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -523893.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -523895.656250 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -523895.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -523898.156250 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -523898.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -523900.125000 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -523900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -523900.625000 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -523900.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -523903.343750 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -523903.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -523905.625000 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -523905.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -523908.468750 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -523908.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -523908.125000 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -523908.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -523911.312500 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -523911.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -523914.125000 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -523914.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -523915.062500 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -523915.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -523915.937500 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -523915.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -523917.843750 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -523917.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -523920.062500 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -523920.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -523923.843750 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -523923.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -523929.937500 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -523929.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -523937.468750 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -523937.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -523944.593750 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -523944.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -523948.562500 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -523948.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -523950.562500 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -523950.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -523951.781250 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -523951.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -523951.625000 Penalty: 2860.624268
	Iteration 41Q: 3 clusters Score -523951.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -523952.625000 Penalty: 2860.624268
	Iteration 42Q: 3 clusters Score -523952.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -523952.250000 Penalty: 2860.624268
	Iteration 43Q: 3 clusters Score -523952.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -523953.156250 Penalty: 2860.624268
	Iteration 44Q: 3 clusters Score -523953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -523952.750000 Penalty: 2860.624268
	Iteration 45Q: 3 clusters Score -523952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -523952.968750 Penalty: 2860.624268
	Iteration 46Q: 3 clusters Score -523953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -523953.218750 Penalty: 2860.624268
	Iteration 47Q: 3 clusters Score -523953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -523952.750000 Penalty: 2860.624268
	Iteration 48Q: 3 clusters Score -523952.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -523953.000000 Penalty: 2860.624268
	Iteration 49Q: 3 clusters Score -523953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -523953.187500 Penalty: 2860.624268
	Iteration 50Q: 3 clusters Score -523953.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523954.281250 Penalty: 2860.624268
	Iteration 51Q: 3 clusters Score -523954.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523954.281250 Penalty: 2860.624268
	Iteration 52F: 3 clusters Score -523954.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Entering Unmasked Estep 
Score: -3251826.250000 Penalty: 1708.800537
	Iteration 0F: 2 clusters Score -3251826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -3227054.250000 Penalty: 3417.601074
	Iteration 0F: 3 clusters Score -3227054 nChanged 17199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -3236817.750000 Penalty: 3417.601074
	Iteration 1F: 3 clusters Score -3236818 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -3237462.500000 Penalty: 3417.601074
	Iteration 2Q: 3 clusters Score -3237462 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21798 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3238238.000000 Penalty: 3417.601074
	Iteration 3Q: 3 clusters Score -3238238 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 13480 members 
Entering Unmasked Estep 
Score: -3239314.000000 Penalty: 3417.601074
	Iteration 4F: 3 clusters Score -3239314 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -3240932.250000 Penalty: 3417.601074
	Iteration 5F: 3 clusters Score -3240932 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3242990.250000 Penalty: 3417.601074
	Iteration 6F: 3 clusters Score -3242990 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30529 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3245225.500000 Penalty: 3417.601074
	Iteration 7F: 3 clusters Score -3245226 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -3247064.250000 Penalty: 3417.601074
	Iteration 8F: 3 clusters Score -3247064 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3248373.000000 Penalty: 3417.601074
	Iteration 9Q: 3 clusters Score -3248373 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -3249194.750000 Penalty: 3417.601074
	Iteration 10Q: 3 clusters Score -3249195 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3249651.500000 Penalty: 3417.601074
	Iteration 11Q: 3 clusters Score -3249652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36054 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3249906.250000 Penalty: 3417.601074
	Iteration 12Q: 3 clusters Score -3249906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3250050.750000 Penalty: 3417.601074
	Iteration 13Q: 3 clusters Score -3250051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -3250186.750000 Penalty: 3417.601074
	Iteration 14Q: 3 clusters Score -3250187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -3250248.500000 Penalty: 3417.601074
	Iteration 15Q: 3 clusters Score -3250248 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36479 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3250290.750000 Penalty: 3417.601074
	Iteration 16Q: 3 clusters Score -3250291 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3250329.250000 Penalty: 3417.601074
	Iteration 17Q: 3 clusters Score -3250329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36527 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3250349.250000 Penalty: 3417.601074
	Iteration 18Q: 3 clusters Score -3250349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3250365.750000 Penalty: 3417.601074
	Iteration 19Q: 3 clusters Score -3250366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3250389.000000 Penalty: 3417.601074
	Iteration 20F: 3 clusters Score -3250389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3250395.000000 Penalty: 3417.601074
	Iteration 21Q: 3 clusters Score -3250395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36571 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3250402.000000 Penalty: 3417.601074
	Iteration 22Q: 3 clusters Score -3250402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36572 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3250405.500000 Penalty: 3417.601074
	Iteration 23Q: 3 clusters Score -3250406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36576 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -3250410.250000 Penalty: 3417.601074
	Iteration 24Q: 3 clusters Score -3250410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -3250412.750000 Penalty: 3417.601074
	Iteration 25Q: 3 clusters Score -3250413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3250414.750000 Penalty: 3417.601074
	Iteration 26Q: 3 clusters Score -3250415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3250416.000000 Penalty: 3417.601074
	Iteration 27Q: 3 clusters Score -3250416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36590 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -3250420.500000 Penalty: 3417.601074
	Iteration 28Q: 3 clusters Score -3250420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3250420.250000 Penalty: 3417.601074
	Iteration 29Q: 3 clusters Score -3250420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3250420.750000 Penalty: 3417.601074
	Iteration 30Q: 3 clusters Score -3250421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3250426.500000 Penalty: 3417.601074
	Iteration 31Q: 3 clusters Score -3250426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3250426.500000 Penalty: 3417.601074
	Iteration 32F: 3 clusters Score -3250426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -120009.687500 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -120009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -118254.679688 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -118254.7 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -118642.164062 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -118642.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -118766.929688 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -118766.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -118843.539062 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -118843.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -118896.078125 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -118896.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -118936.460938 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -118936.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -118974.109375 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -118974.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119009.390625 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -119009.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -119032.328125 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -119032.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -119062.898438 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -119062.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119095.945312 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -119095.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -119155.968750 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -119156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -119259.085938 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -119259.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -119371.343750 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -119371.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -119466.304688 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -119466.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -119548.625000 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -119548.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -119649.468750 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -119649.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -119717.742188 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -119717.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -119768.695312 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -119768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -119798.710938 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -119798.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -119836.742188 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -119836.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -119888.343750 Penalty: 2368.457031
	Iteration 21Q: 3 clusters Score -119888.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -119925.187500 Penalty: 2368.457031
	Iteration 22Q: 3 clusters Score -119925.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -119938.468750 Penalty: 2368.457031
	Iteration 23Q: 3 clusters Score -119938.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -119943.093750 Penalty: 2368.457031
	Iteration 24Q: 3 clusters Score -119943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -119948.375000 Penalty: 2368.457031
	Iteration 25Q: 3 clusters Score -119948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119950.132812 Penalty: 2368.457031
	Iteration 26Q: 3 clusters Score -119950.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -119950.132812 Penalty: 2368.457031
	Iteration 27F: 3 clusters Score -119950.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -35945.761719 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -35945.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -34880.828125 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -34880.83 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -35061.375000 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -35061.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -35119.851562 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -35119.85 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -35154.531250 Penalty: 2023.624390
	Iteration 3Q: 3 clusters Score -35154.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -35177.558594 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -35177.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35183.167969 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -35183.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35183.472656 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -35183.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35183.472656 Penalty: 2023.624390
	Iteration 7F: 3 clusters Score -35183.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -246675.046875 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -246675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -244030.937500 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -244030.9 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -244634.000000 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -244634 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -244797.125000 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -244797.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -244966.156250 Penalty: 2591.611328
	Iteration 3F: 3 clusters Score -244966.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -245134.234375 Penalty: 2591.611328
	Iteration 4F: 3 clusters Score -245134.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -245264.625000 Penalty: 2591.611328
	Iteration 5F: 3 clusters Score -245264.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -245348.562500 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -245348.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -245416.140625 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -245416.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -245486.218750 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -245486.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -245560.156250 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -245560.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -245636.328125 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -245636.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -245726.156250 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -245726.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -245828.328125 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -245828.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -245936.921875 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -245936.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -246053.859375 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -246053.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -246126.703125 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -246126.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -246181.718750 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -246181.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -246233.515625 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -246233.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -246263.156250 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -246263.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -246288.578125 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -246288.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -246300.750000 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -246300.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -246311.281250 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -246311.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -246322.343750 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -246322.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -246329.640625 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -246329.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -246343.890625 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -246343.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -246354.656250 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -246354.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -246360.937500 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -246360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -246365.203125 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -246365.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -246368.906250 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -246368.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -246370.484375 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -246370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -246371.312500 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -246371.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -246372.703125 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -246372.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -246375.859375 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -246375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -246378.750000 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -246378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -246380.625000 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -246380.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -246380.921875 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -246380.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -246380.921875 Penalty: 2591.611328
	Iteration 36F: 3 clusters Score -246380.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1339959.500000 Penalty: 1566.654907
	Iteration 0F: 2 clusters Score -1339960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -1329290.750000 Penalty: 3133.309814
	Iteration 0F: 3 clusters Score -1329291 nChanged 6856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -1332952.625000 Penalty: 3133.309814
	Iteration 1F: 3 clusters Score -1332953 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1333348.750000 Penalty: 3133.309814
	Iteration 2F: 3 clusters Score -1333349 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1333852.125000 Penalty: 3133.309814
	Iteration 3F: 3 clusters Score -1333852 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1334629.375000 Penalty: 3133.309814
	Iteration 4F: 3 clusters Score -1334629 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1335595.250000 Penalty: 3133.309814
	Iteration 5F: 3 clusters Score -1335595 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1336477.750000 Penalty: 3133.309814
	Iteration 6F: 3 clusters Score -1336478 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1337276.000000 Penalty: 3133.309814
	Iteration 7F: 3 clusters Score -1337276 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11687 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -1337853.375000 Penalty: 3133.309814
	Iteration 8F: 3 clusters Score -1337853 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1338245.125000 Penalty: 3133.309814
	Iteration 9Q: 3 clusters Score -1338245 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1338555.875000 Penalty: 3133.309814
	Iteration 10Q: 3 clusters Score -1338556 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1338802.000000 Penalty: 3133.309814
	Iteration 11Q: 3 clusters Score -1338802 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1339003.250000 Penalty: 3133.309814
	Iteration 12Q: 3 clusters Score -1339003 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1339156.500000 Penalty: 3133.309814
	Iteration 13Q: 3 clusters Score -1339156 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1339233.250000 Penalty: 3133.309814
	Iteration 14Q: 3 clusters Score -1339233 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1339271.875000 Penalty: 3133.309814
	Iteration 15Q: 3 clusters Score -1339272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1339300.750000 Penalty: 3133.309814
	Iteration 16Q: 3 clusters Score -1339301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1339316.625000 Penalty: 3133.309814
	Iteration 17Q: 3 clusters Score -1339317 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1339335.625000 Penalty: 3133.309814
	Iteration 18Q: 3 clusters Score -1339336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1339356.750000 Penalty: 3133.309814
	Iteration 19Q: 3 clusters Score -1339357 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1339377.250000 Penalty: 3133.309814
	Iteration 20F: 3 clusters Score -1339377 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -1339390.625000 Penalty: 3133.309814
	Iteration 21Q: 3 clusters Score -1339391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1339401.375000 Penalty: 3133.309814
	Iteration 22Q: 3 clusters Score -1339401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1339406.750000 Penalty: 3133.309814
	Iteration 23Q: 3 clusters Score -1339407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1339414.375000 Penalty: 3133.309814
	Iteration 24Q: 3 clusters Score -1339414 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1339415.875000 Penalty: 3133.309814
	Iteration 25Q: 3 clusters Score -1339416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1339418.875000 Penalty: 3133.309814
	Iteration 26Q: 3 clusters Score -1339419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1339418.875000 Penalty: 3133.309814
	Iteration 27Q: 3 clusters Score -1339419 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1339419.625000 Penalty: 3133.309814
	Iteration 28Q: 3 clusters Score -1339420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1339421.375000 Penalty: 3133.309814
	Iteration 29Q: 3 clusters Score -1339421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1339421.625000 Penalty: 3133.309814
	Iteration 30Q: 3 clusters Score -1339422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1339421.625000 Penalty: 3133.309814
	Iteration 31F: 3 clusters Score -1339422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -415640.468750 Penalty: 1392.620972
	Iteration 0F: 2 clusters Score -415640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -411546.156250 Penalty: 2785.241943
	Iteration 0F: 3 clusters Score -411546.2 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -412866.000000 Penalty: 2785.241943
	Iteration 1F: 3 clusters Score -412866 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -413157.750000 Penalty: 2785.241943
	Iteration 2F: 3 clusters Score -413157.8 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -413358.093750 Penalty: 2785.241943
	Iteration 3F: 3 clusters Score -413358.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -413510.968750 Penalty: 2785.241943
	Iteration 4F: 3 clusters Score -413511 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -413647.875000 Penalty: 2785.241943
	Iteration 5Q: 3 clusters Score -413647.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -413761.312500 Penalty: 2785.241943
	Iteration 6Q: 3 clusters Score -413761.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -413844.593750 Penalty: 2785.241943
	Iteration 7Q: 3 clusters Score -413844.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -413935.406250 Penalty: 2785.241943
	Iteration 8Q: 3 clusters Score -413935.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -413997.562500 Penalty: 2785.241943
	Iteration 9Q: 3 clusters Score -413997.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -414051.593750 Penalty: 2785.241943
	Iteration 10Q: 3 clusters Score -414051.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -414105.187500 Penalty: 2785.241943
	Iteration 11Q: 3 clusters Score -414105.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -414146.562500 Penalty: 2785.241943
	Iteration 12Q: 3 clusters Score -414146.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -414185.218750 Penalty: 2785.241943
	Iteration 13Q: 3 clusters Score -414185.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -414215.593750 Penalty: 2785.241943
	Iteration 14Q: 3 clusters Score -414215.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -414243.562500 Penalty: 2785.241943
	Iteration 15Q: 3 clusters Score -414243.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -414273.125000 Penalty: 2785.241943
	Iteration 16Q: 3 clusters Score -414273.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -414301.500000 Penalty: 2785.241943
	Iteration 17Q: 3 clusters Score -414301.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -414330.531250 Penalty: 2785.241943
	Iteration 18Q: 3 clusters Score -414330.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -414351.843750 Penalty: 2785.241943
	Iteration 19Q: 3 clusters Score -414351.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -414369.718750 Penalty: 2785.241943
	Iteration 20F: 3 clusters Score -414369.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -414387.343750 Penalty: 2785.241943
	Iteration 21Q: 3 clusters Score -414387.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -414401.562500 Penalty: 2785.241943
	Iteration 22Q: 3 clusters Score -414401.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -414418.875000 Penalty: 2785.241943
	Iteration 23Q: 3 clusters Score -414418.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -414445.250000 Penalty: 2785.241943
	Iteration 24Q: 3 clusters Score -414445.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -414468.281250 Penalty: 2785.241943
	Iteration 25Q: 3 clusters Score -414468.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -414497.343750 Penalty: 2785.241943
	Iteration 26Q: 3 clusters Score -414497.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -414534.937500 Penalty: 2785.241943
	Iteration 27Q: 3 clusters Score -414534.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -414588.062500 Penalty: 2785.241943
	Iteration 28Q: 3 clusters Score -414588.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -414659.281250 Penalty: 2785.241943
	Iteration 29Q: 3 clusters Score -414659.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -414729.343750 Penalty: 2785.241943
	Iteration 30Q: 3 clusters Score -414729.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -414794.156250 Penalty: 2785.241943
	Iteration 31Q: 3 clusters Score -414794.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -414862.593750 Penalty: 2785.241943
	Iteration 32Q: 3 clusters Score -414862.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -414923.468750 Penalty: 2785.241943
	Iteration 33Q: 3 clusters Score -414923.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -414956.187500 Penalty: 2785.241943
	Iteration 34Q: 3 clusters Score -414956.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -414992.031250 Penalty: 2785.241943
	Iteration 35Q: 3 clusters Score -414992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -415013.625000 Penalty: 2785.241943
	Iteration 36Q: 3 clusters Score -415013.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -415038.468750 Penalty: 2785.241943
	Iteration 37Q: 3 clusters Score -415038.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -415055.031250 Penalty: 2785.241943
	Iteration 38Q: 3 clusters Score -415055 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -415071.968750 Penalty: 2785.241943
	Iteration 39Q: 3 clusters Score -415072 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -415105.812500 Penalty: 2785.241943
	Iteration 40F: 3 clusters Score -415105.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -415194.468750 Penalty: 2785.241943
	Iteration 41Q: 3 clusters Score -415194.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -415266.031250 Penalty: 2785.241943
	Iteration 42Q: 3 clusters Score -415266 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -415322.531250 Penalty: 2785.241943
	Iteration 43Q: 3 clusters Score -415322.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -415350.781250 Penalty: 2785.241943
	Iteration 44Q: 3 clusters Score -415350.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -415377.593750 Penalty: 2785.241943
	Iteration 45Q: 3 clusters Score -415377.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -415389.500000 Penalty: 2785.241943
	Iteration 46Q: 3 clusters Score -415389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -415395.281250 Penalty: 2785.241943
	Iteration 47Q: 3 clusters Score -415395.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -415398.187500 Penalty: 2785.241943
	Iteration 48Q: 3 clusters Score -415398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -415400.187500 Penalty: 2785.241943
	Iteration 49Q: 3 clusters Score -415400.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -415401.875000 Penalty: 2785.241943
	Iteration 50Q: 3 clusters Score -415401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -415401.875000 Penalty: 2785.241943
	Iteration 51Q: 3 clusters Score -415401.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -415405.093750 Penalty: 2785.241943
	Iteration 52Q: 3 clusters Score -415405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -415406.156250 Penalty: 2785.241943
	Iteration 53Q: 3 clusters Score -415406.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -415406.937500 Penalty: 2785.241943
	Iteration 54Q: 3 clusters Score -415406.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -415406.937500 Penalty: 2785.241943
	Iteration 55F: 3 clusters Score -415406.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -783844.687500 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -783844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -777461.875000 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -777461.9 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -779479.812500 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -779479.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -779699.687500 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -779699.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -779861.312500 Penalty: 2951.593262
	Iteration 3Q: 3 clusters Score -779861.3 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -779996.562500 Penalty: 2951.593262
	Iteration 4Q: 3 clusters Score -779996.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -780127.875000 Penalty: 2951.593262
	Iteration 5Q: 3 clusters Score -780127.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -780267.125000 Penalty: 2951.593262
	Iteration 6Q: 3 clusters Score -780267.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -780417.375000 Penalty: 2951.593262
	Iteration 7Q: 3 clusters Score -780417.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -780579.250000 Penalty: 2951.593262
	Iteration 8Q: 3 clusters Score -780579.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -780793.625000 Penalty: 2951.593262
	Iteration 9Q: 3 clusters Score -780793.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -781036.000000 Penalty: 2951.593262
	Iteration 10Q: 3 clusters Score -781036 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -781287.000000 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -781287 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -781551.437500 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -781551.4 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -781794.375000 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -781794.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -781996.062500 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -781996.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -782158.562500 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -782158.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -782281.562500 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -782281.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -782374.375000 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -782374.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -782461.062500 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -782461.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -782526.687500 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -782526.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -782583.312500 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -782583.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -782624.125000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -782624.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -782655.625000 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -782655.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -782677.312500 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -782677.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -782691.375000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -782691.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -782701.250000 Penalty: 2951.593262
	Iteration 25Q: 3 clusters Score -782701.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -782715.562500 Penalty: 2951.593262
	Iteration 26Q: 3 clusters Score -782715.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -782730.187500 Penalty: 2951.593262
	Iteration 27Q: 3 clusters Score -782730.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -782737.000000 Penalty: 2951.593262
	Iteration 28Q: 3 clusters Score -782737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -782748.562500 Penalty: 2951.593262
	Iteration 29Q: 3 clusters Score -782748.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -782756.000000 Penalty: 2951.593262
	Iteration 30Q: 3 clusters Score -782756 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -782764.625000 Penalty: 2951.593262
	Iteration 31Q: 3 clusters Score -782764.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -782765.062500 Penalty: 2951.593262
	Iteration 32Q: 3 clusters Score -782765.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -782769.500000 Penalty: 2951.593262
	Iteration 33Q: 3 clusters Score -782769.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -782771.437500 Penalty: 2951.593262
	Iteration 34Q: 3 clusters Score -782771.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -782775.062500 Penalty: 2951.593262
	Iteration 35Q: 3 clusters Score -782775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -782779.500000 Penalty: 2951.593262
	Iteration 36Q: 3 clusters Score -782779.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -782783.812500 Penalty: 2951.593262
	Iteration 37Q: 3 clusters Score -782783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -782784.312500 Penalty: 2951.593262
	Iteration 38Q: 3 clusters Score -782784.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -782784.062500 Penalty: 2951.593262
	Iteration 39Q: 3 clusters Score -782784.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -782784.125000 Penalty: 2951.593262
	Iteration 40F: 3 clusters Score -782784.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -782784.312500 Penalty: 2951.593262
	Iteration 41Q: 3 clusters Score -782784.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -782784.312500 Penalty: 2951.593262
	Iteration 42F: 3 clusters Score -782784.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -698368.312500 Penalty: 1460.906250
	Iteration 0F: 2 clusters Score -698368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -692415.875000 Penalty: 2921.812500
	Iteration 0F: 3 clusters Score -692415.9 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -694342.562500 Penalty: 2921.812500
	Iteration 1F: 3 clusters Score -694342.6 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -694615.687500 Penalty: 2921.812500
	Iteration 2F: 3 clusters Score -694615.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -694849.062500 Penalty: 2921.812500
	Iteration 3F: 3 clusters Score -694849.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -695037.062500 Penalty: 2921.812500
	Iteration 4Q: 3 clusters Score -695037.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -695212.812500 Penalty: 2921.812500
	Iteration 5Q: 3 clusters Score -695212.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -695356.562500 Penalty: 2921.812500
	Iteration 6Q: 3 clusters Score -695356.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -695479.687500 Penalty: 2921.812500
	Iteration 7Q: 3 clusters Score -695479.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -695597.750000 Penalty: 2921.812500
	Iteration 8Q: 3 clusters Score -695597.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -695686.250000 Penalty: 2921.812500
	Iteration 9Q: 3 clusters Score -695686.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -695755.000000 Penalty: 2921.812500
	Iteration 10Q: 3 clusters Score -695755 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -695814.312500 Penalty: 2921.812500
	Iteration 11Q: 3 clusters Score -695814.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -695864.687500 Penalty: 2921.812500
	Iteration 12Q: 3 clusters Score -695864.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -695922.250000 Penalty: 2921.812500
	Iteration 13Q: 3 clusters Score -695922.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -695976.062500 Penalty: 2921.812500
	Iteration 14Q: 3 clusters Score -695976.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -696023.250000 Penalty: 2921.812500
	Iteration 15Q: 3 clusters Score -696023.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -696065.125000 Penalty: 2921.812500
	Iteration 16Q: 3 clusters Score -696065.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -696101.687500 Penalty: 2921.812500
	Iteration 17Q: 3 clusters Score -696101.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -696134.312500 Penalty: 2921.812500
	Iteration 18Q: 3 clusters Score -696134.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -696165.375000 Penalty: 2921.812500
	Iteration 19Q: 3 clusters Score -696165.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -696189.812500 Penalty: 2921.812500
	Iteration 20F: 3 clusters Score -696189.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -696220.062500 Penalty: 2921.812500
	Iteration 21Q: 3 clusters Score -696220.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -696253.812500 Penalty: 2921.812500
	Iteration 22Q: 3 clusters Score -696253.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -696286.562500 Penalty: 2921.812500
	Iteration 23Q: 3 clusters Score -696286.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -696326.187500 Penalty: 2921.812500
	Iteration 24Q: 3 clusters Score -696326.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -696372.187500 Penalty: 2921.812500
	Iteration 25Q: 3 clusters Score -696372.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -696436.000000 Penalty: 2921.812500
	Iteration 26Q: 3 clusters Score -696436 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -696499.687500 Penalty: 2921.812500
	Iteration 27Q: 3 clusters Score -696499.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -696560.187500 Penalty: 2921.812500
	Iteration 28Q: 3 clusters Score -696560.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -696635.875000 Penalty: 2921.812500
	Iteration 29Q: 3 clusters Score -696635.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -696719.375000 Penalty: 2921.812500
	Iteration 30Q: 3 clusters Score -696719.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -696800.250000 Penalty: 2921.812500
	Iteration 31Q: 3 clusters Score -696800.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -696864.500000 Penalty: 2921.812500
	Iteration 32Q: 3 clusters Score -696864.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -696920.437500 Penalty: 2921.812500
	Iteration 33Q: 3 clusters Score -696920.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -696979.312500 Penalty: 2921.812500
	Iteration 34Q: 3 clusters Score -696979.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -697026.687500 Penalty: 2921.812500
	Iteration 35Q: 3 clusters Score -697026.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -697066.125000 Penalty: 2921.812500
	Iteration 36Q: 3 clusters Score -697066.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -697100.812500 Penalty: 2921.812500
	Iteration 37Q: 3 clusters Score -697100.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -697122.375000 Penalty: 2921.812500
	Iteration 38Q: 3 clusters Score -697122.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -697136.875000 Penalty: 2921.812500
	Iteration 39Q: 3 clusters Score -697136.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -697150.937500 Penalty: 2921.812500
	Iteration 40F: 3 clusters Score -697150.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -697168.187500 Penalty: 2921.812500
	Iteration 41Q: 3 clusters Score -697168.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -697179.500000 Penalty: 2921.812500
	Iteration 42Q: 3 clusters Score -697179.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -697191.187500 Penalty: 2921.812500
	Iteration 43Q: 3 clusters Score -697191.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -697204.812500 Penalty: 2921.812500
	Iteration 44Q: 3 clusters Score -697204.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -697219.437500 Penalty: 2921.812500
	Iteration 45Q: 3 clusters Score -697219.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -697237.687500 Penalty: 2921.812500
	Iteration 46Q: 3 clusters Score -697237.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -697254.125000 Penalty: 2921.812500
	Iteration 47Q: 3 clusters Score -697254.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -697268.312500 Penalty: 2921.812500
	Iteration 48Q: 3 clusters Score -697268.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7157 members 
Entering Unmasked Estep 
Score: -697283.875000 Penalty: 2921.812500
	Iteration 49Q: 3 clusters Score -697283.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -697307.437500 Penalty: 2921.812500
	Iteration 50Q: 3 clusters Score -697307.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -697320.500000 Penalty: 2921.812500
	Iteration 51Q: 3 clusters Score -697320.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -697330.937500 Penalty: 2921.812500
	Iteration 52Q: 3 clusters Score -697330.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -697344.500000 Penalty: 2921.812500
	Iteration 53Q: 3 clusters Score -697344.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -697360.625000 Penalty: 2921.812500
	Iteration 54Q: 3 clusters Score -697360.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -697371.875000 Penalty: 2921.812500
	Iteration 55Q: 3 clusters Score -697371.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -697379.687500 Penalty: 2921.812500
	Iteration 56Q: 3 clusters Score -697379.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -697389.500000 Penalty: 2921.812500
	Iteration 57Q: 3 clusters Score -697389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -697397.000000 Penalty: 2921.812500
	Iteration 58Q: 3 clusters Score -697397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -697410.562500 Penalty: 2921.812500
	Iteration 59Q: 3 clusters Score -697410.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -697419.812500 Penalty: 2921.812500
	Iteration 60F: 3 clusters Score -697419.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -697426.437500 Penalty: 2921.812500
	Iteration 61Q: 3 clusters Score -697426.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -697430.312500 Penalty: 2921.812500
	Iteration 62Q: 3 clusters Score -697430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -697430.562500 Penalty: 2921.812500
	Iteration 63Q: 3 clusters Score -697430.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -697432.812500 Penalty: 2921.812500
	Iteration 64Q: 3 clusters Score -697432.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -697437.562500 Penalty: 2921.812500
	Iteration 65Q: 3 clusters Score -697437.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -697444.187500 Penalty: 2921.812500
	Iteration 66Q: 3 clusters Score -697444.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -697450.187500 Penalty: 2921.812500
	Iteration 67Q: 3 clusters Score -697450.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -697453.750000 Penalty: 2921.812500
	Iteration 68Q: 3 clusters Score -697453.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -697455.000000 Penalty: 2921.812500
	Iteration 69Q: 3 clusters Score -697455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -697456.125000 Penalty: 2921.812500
	Iteration 70Q: 3 clusters Score -697456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -697455.375000 Penalty: 2921.812500
	Iteration 71Q: 3 clusters Score -697455.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -697455.750000 Penalty: 2921.812500
	Iteration 72Q: 3 clusters Score -697455.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -697455.750000 Penalty: 2921.812500
	Iteration 73F: 3 clusters Score -697455.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -367030.781250 Penalty: 1355.324097
	Iteration 0F: 2 clusters Score -367030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -363541.968750 Penalty: 2710.648193
	Iteration 0F: 3 clusters Score -363542 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -364404.406250 Penalty: 2710.648193
	Iteration 1F: 3 clusters Score -364404.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -364546.656250 Penalty: 2710.648193
	Iteration 2F: 3 clusters Score -364546.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -364634.031250 Penalty: 2710.648193
	Iteration 3Q: 3 clusters Score -364634 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -364692.062500 Penalty: 2710.648193
	Iteration 4Q: 3 clusters Score -364692.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -364749.968750 Penalty: 2710.648193
	Iteration 5Q: 3 clusters Score -364750 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -364795.843750 Penalty: 2710.648193
	Iteration 6Q: 3 clusters Score -364795.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -364833.312500 Penalty: 2710.648193
	Iteration 7Q: 3 clusters Score -364833.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -364870.375000 Penalty: 2710.648193
	Iteration 8Q: 3 clusters Score -364870.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -364913.718750 Penalty: 2710.648193
	Iteration 9Q: 3 clusters Score -364913.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -364951.250000 Penalty: 2710.648193
	Iteration 10Q: 3 clusters Score -364951.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364996.093750 Penalty: 2710.648193
	Iteration 11Q: 3 clusters Score -364996.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -365043.125000 Penalty: 2710.648193
	Iteration 12Q: 3 clusters Score -365043.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -365099.468750 Penalty: 2710.648193
	Iteration 13Q: 3 clusters Score -365099.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -365168.812500 Penalty: 2710.648193
	Iteration 14Q: 3 clusters Score -365168.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -365253.437500 Penalty: 2710.648193
	Iteration 15Q: 3 clusters Score -365253.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -365342.093750 Penalty: 2710.648193
	Iteration 16Q: 3 clusters Score -365342.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -365425.437500 Penalty: 2710.648193
	Iteration 17Q: 3 clusters Score -365425.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -365524.093750 Penalty: 2710.648193
	Iteration 18Q: 3 clusters Score -365524.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -365610.906250 Penalty: 2710.648193
	Iteration 19Q: 3 clusters Score -365610.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -365689.687500 Penalty: 2710.648193
	Iteration 20F: 3 clusters Score -365689.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -365750.937500 Penalty: 2710.648193
	Iteration 21Q: 3 clusters Score -365750.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -365803.250000 Penalty: 2710.648193
	Iteration 22Q: 3 clusters Score -365803.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -365834.000000 Penalty: 2710.648193
	Iteration 23Q: 3 clusters Score -365834 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -365854.812500 Penalty: 2710.648193
	Iteration 24Q: 3 clusters Score -365854.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -365870.218750 Penalty: 2710.648193
	Iteration 25Q: 3 clusters Score -365870.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -365876.875000 Penalty: 2710.648193
	Iteration 26Q: 3 clusters Score -365876.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -365881.656250 Penalty: 2710.648193
	Iteration 27Q: 3 clusters Score -365881.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -365888.406250 Penalty: 2710.648193
	Iteration 28Q: 3 clusters Score -365888.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -365891.375000 Penalty: 2710.648193
	Iteration 29Q: 3 clusters Score -365891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -365893.093750 Penalty: 2710.648193
	Iteration 30Q: 3 clusters Score -365893.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -365897.312500 Penalty: 2710.648193
	Iteration 31Q: 3 clusters Score -365897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -365902.562500 Penalty: 2710.648193
	Iteration 32Q: 3 clusters Score -365902.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -365907.656250 Penalty: 2710.648193
	Iteration 33Q: 3 clusters Score -365907.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -365910.187500 Penalty: 2710.648193
	Iteration 34Q: 3 clusters Score -365910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -365911.593750 Penalty: 2710.648193
	Iteration 35Q: 3 clusters Score -365911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -365912.062500 Penalty: 2710.648193
	Iteration 36Q: 3 clusters Score -365912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -365912.843750 Penalty: 2710.648193
	Iteration 37Q: 3 clusters Score -365912.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -365914.875000 Penalty: 2710.648193
	Iteration 38Q: 3 clusters Score -365914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -365914.875000 Penalty: 2710.648193
	Iteration 39F: 3 clusters Score -365914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Entering Unmasked Estep 
Score: -1165534.875000 Penalty: 1542.765137
	Iteration 0F: 2 clusters Score -1165535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1156254.375000 Penalty: 3085.530273
	Iteration 0F: 3 clusters Score -1156254 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1159553.875000 Penalty: 3085.530273
	Iteration 1F: 3 clusters Score -1159554 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1159938.250000 Penalty: 3085.530273
	Iteration 2F: 3 clusters Score -1159938 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1160248.375000 Penalty: 3085.530273
	Iteration 3F: 3 clusters Score -1160248 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1160542.625000 Penalty: 3085.530273
	Iteration 4Q: 3 clusters Score -1160543 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1160837.875000 Penalty: 3085.530273
	Iteration 5Q: 3 clusters Score -1160838 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1161180.500000 Penalty: 3085.530273
	Iteration 6Q: 3 clusters Score -1161180 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1161589.375000 Penalty: 3085.530273
	Iteration 7Q: 3 clusters Score -1161589 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1162105.125000 Penalty: 3085.530273
	Iteration 8F: 3 clusters Score -1162105 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1162680.750000 Penalty: 3085.530273
	Iteration 9F: 3 clusters Score -1162681 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1163161.000000 Penalty: 3085.530273
	Iteration 10Q: 3 clusters Score -1163161 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1163563.000000 Penalty: 3085.530273
	Iteration 11Q: 3 clusters Score -1163563 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1163867.625000 Penalty: 3085.530273
	Iteration 12Q: 3 clusters Score -1163868 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1164110.750000 Penalty: 3085.530273
	Iteration 13Q: 3 clusters Score -1164111 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1164265.750000 Penalty: 3085.530273
	Iteration 14Q: 3 clusters Score -1164266 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1164359.875000 Penalty: 3085.530273
	Iteration 15Q: 3 clusters Score -1164360 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1164411.250000 Penalty: 3085.530273
	Iteration 16Q: 3 clusters Score -1164411 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1164446.625000 Penalty: 3085.530273
	Iteration 17Q: 3 clusters Score -1164447 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1164475.375000 Penalty: 3085.530273
	Iteration 18Q: 3 clusters Score -1164475 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1164498.500000 Penalty: 3085.530273
	Iteration 19Q: 3 clusters Score -1164498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1164518.125000 Penalty: 3085.530273
	Iteration 20F: 3 clusters Score -1164518 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1164528.250000 Penalty: 3085.530273
	Iteration 21Q: 3 clusters Score -1164528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1164535.875000 Penalty: 3085.530273
	Iteration 22Q: 3 clusters Score -1164536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1164543.875000 Penalty: 3085.530273
	Iteration 23Q: 3 clusters Score -1164544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1164547.000000 Penalty: 3085.530273
	Iteration 24Q: 3 clusters Score -1164547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1164552.375000 Penalty: 3085.530273
	Iteration 25Q: 3 clusters Score -1164552 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1164559.750000 Penalty: 3085.530273
	Iteration 26Q: 3 clusters Score -1164560 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1164563.000000 Penalty: 3085.530273
	Iteration 27Q: 3 clusters Score -1164563 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1164570.750000 Penalty: 3085.530273
	Iteration 28Q: 3 clusters Score -1164571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1164577.500000 Penalty: 3085.530273
	Iteration 29Q: 3 clusters Score -1164578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1164581.625000 Penalty: 3085.530273
	Iteration 30Q: 3 clusters Score -1164582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1164584.625000 Penalty: 3085.530273
	Iteration 31Q: 3 clusters Score -1164585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1164588.500000 Penalty: 3085.530273
	Iteration 32Q: 3 clusters Score -1164588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1164592.875000 Penalty: 3085.530273
	Iteration 33Q: 3 clusters Score -1164593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1164594.750000 Penalty: 3085.530273
	Iteration 34Q: 3 clusters Score -1164595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1164595.000000 Penalty: 3085.530273
	Iteration 35Q: 3 clusters Score -1164595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1164597.125000 Penalty: 3085.530273
	Iteration 36Q: 3 clusters Score -1164597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1164601.625000 Penalty: 3085.530273
	Iteration 37Q: 3 clusters Score -1164602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1164602.000000 Penalty: 3085.530273
	Iteration 38Q: 3 clusters Score -1164602 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1164605.875000 Penalty: 3085.530273
	Iteration 39Q: 3 clusters Score -1164606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1164612.125000 Penalty: 3085.530273
	Iteration 40F: 3 clusters Score -1164612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1164615.750000 Penalty: 3085.530273
	Iteration 41Q: 3 clusters Score -1164616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1164617.500000 Penalty: 3085.530273
	Iteration 42Q: 3 clusters Score -1164618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1164624.000000 Penalty: 3085.530273
	Iteration 43Q: 3 clusters Score -1164624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1164623.375000 Penalty: 3085.530273
	Iteration 44Q: 3 clusters Score -1164623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1164628.125000 Penalty: 3085.530273
	Iteration 45Q: 3 clusters Score -1164628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1164633.250000 Penalty: 3085.530273
	Iteration 46Q: 3 clusters Score -1164633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1164638.250000 Penalty: 3085.530273
	Iteration 47Q: 3 clusters Score -1164638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1164644.125000 Penalty: 3085.530273
	Iteration 48Q: 3 clusters Score -1164644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1164648.250000 Penalty: 3085.530273
	Iteration 49Q: 3 clusters Score -1164648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1164653.250000 Penalty: 3085.530273
	Iteration 50Q: 3 clusters Score -1164653 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1164662.250000 Penalty: 3085.530273
	Iteration 51Q: 3 clusters Score -1164662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1164666.000000 Penalty: 3085.530273
	Iteration 52Q: 3 clusters Score -1164666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1164671.750000 Penalty: 3085.530273
	Iteration 53Q: 3 clusters Score -1164672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1164677.000000 Penalty: 3085.530273
	Iteration 54Q: 3 clusters Score -1164677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1164685.750000 Penalty: 3085.530273
	Iteration 55Q: 3 clusters Score -1164686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1164687.000000 Penalty: 3085.530273
	Iteration 56Q: 3 clusters Score -1164687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1164689.750000 Penalty: 3085.530273
	Iteration 57Q: 3 clusters Score -1164690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1164689.250000 Penalty: 3085.530273
	Iteration 58Q: 3 clusters Score -1164689 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1164691.875000 Penalty: 3085.530273
	Iteration 59Q: 3 clusters Score -1164692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1164698.000000 Penalty: 3085.530273
	Iteration 60F: 3 clusters Score -1164698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1164700.375000 Penalty: 3085.530273
	Iteration 61Q: 3 clusters Score -1164700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1164702.375000 Penalty: 3085.530273
	Iteration 62Q: 3 clusters Score -1164702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1164705.250000 Penalty: 3085.530273
	Iteration 63Q: 3 clusters Score -1164705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1164708.250000 Penalty: 3085.530273
	Iteration 64Q: 3 clusters Score -1164708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1164712.500000 Penalty: 3085.530273
	Iteration 65Q: 3 clusters Score -1164712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1164711.125000 Penalty: 3085.530273
	Iteration 66Q: 3 clusters Score -1164711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1164711.125000 Penalty: 3085.530273
	Iteration 67F: 3 clusters Score -1164711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -386652.500000 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -386652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -383027.062500 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -383027.1 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -384064.593750 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -384064.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -384294.843750 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -384294.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -384505.281250 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -384505.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -384773.062500 Penalty: 2733.122559
	Iteration 4F: 3 clusters Score -384773.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -385050.656250 Penalty: 2733.122559
	Iteration 5F: 3 clusters Score -385050.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -385277.375000 Penalty: 2733.122559
	Iteration 6F: 3 clusters Score -385277.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -385429.156250 Penalty: 2733.122559
	Iteration 7Q: 3 clusters Score -385429.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -385542.312500 Penalty: 2733.122559
	Iteration 8Q: 3 clusters Score -385542.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -385638.312500 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -385638.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -385705.281250 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -385705.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385758.406250 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -385758.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -385802.093750 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -385802.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -385860.718750 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -385860.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385925.250000 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -385925.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -385983.312500 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -385983.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -386032.812500 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -386032.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -386065.750000 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -386065.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -386090.968750 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -386091 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -386112.125000 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -386112.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -386127.062500 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -386127.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -386142.781250 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -386142.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -386160.375000 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -386160.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -386172.343750 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -386172.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -386185.125000 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -386185.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -386194.406250 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -386194.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -386204.750000 Penalty: 2733.122559
	Iteration 26Q: 3 clusters Score -386204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -386214.718750 Penalty: 2733.122559
	Iteration 27Q: 3 clusters Score -386214.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -386222.593750 Penalty: 2733.122559
	Iteration 28Q: 3 clusters Score -386222.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -386228.218750 Penalty: 2733.122559
	Iteration 29Q: 3 clusters Score -386228.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -386238.250000 Penalty: 2733.122559
	Iteration 30Q: 3 clusters Score -386238.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -386245.062500 Penalty: 2733.122559
	Iteration 31Q: 3 clusters Score -386245.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -386250.843750 Penalty: 2733.122559
	Iteration 32Q: 3 clusters Score -386250.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -386252.125000 Penalty: 2733.122559
	Iteration 33Q: 3 clusters Score -386252.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -386252.875000 Penalty: 2733.122559
	Iteration 34Q: 3 clusters Score -386252.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -386252.875000 Penalty: 2733.122559
	Iteration 35F: 3 clusters Score -386252.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -45284.472656 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -45284.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44167.882812 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -44167.88 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44288.460938 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -44288.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44319.121094 Penalty: 2031.868774
	Iteration 2Q: 3 clusters Score -44319.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -44334.300781 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -44334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44337.617188 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -44337.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -44340.917969 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -44340.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44343.078125 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -44343.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44344.289062 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -44344.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -44347.031250 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -44347.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44348.781250 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -44348.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44351.738281 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -44351.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -44351.738281 Penalty: 2031.868774
	Iteration 11F: 3 clusters Score -44351.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -454724.843750 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -454724.8 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 2644 members 
Entering Unmasked Estep 
Score: -450582.625000 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -450582.6 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -451684.562500 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -451684.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -451863.468750 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -451863.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -451999.562500 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -451999.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -452097.250000 Penalty: 2783.696777
	Iteration 4Q: 3 clusters Score -452097.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -452192.281250 Penalty: 2783.696777
	Iteration 5Q: 3 clusters Score -452192.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -452301.187500 Penalty: 2783.696777
	Iteration 6Q: 3 clusters Score -452301.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -452405.531250 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -452405.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -452512.468750 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -452512.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -452636.843750 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -452636.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -452774.781250 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -452774.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -452925.562500 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -452925.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -453064.906250 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -453064.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -453201.718750 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -453201.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -453323.656250 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -453323.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -453415.468750 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -453415.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -453487.312500 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -453487.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -453544.406250 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -453544.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -453580.968750 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -453581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -453602.125000 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -453602.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -453613.406250 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -453613.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -453620.718750 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -453620.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -453627.968750 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -453628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -453631.781250 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -453631.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -453632.437500 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -453632.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -453632.031250 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -453632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -453632.750000 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -453632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -453632.750000 Penalty: 2783.696777
	Iteration 27F: 3 clusters Score -453632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Entering Unmasked Estep 
Score: -590852.312500 Penalty: 1432.232056
	Iteration 0F: 2 clusters Score -590852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -585772.812500 Penalty: 2864.464111
	Iteration 0F: 3 clusters Score -585772.8 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -587441.687500 Penalty: 2864.464111
	Iteration 1F: 3 clusters Score -587441.7 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -587885.687500 Penalty: 2864.464111
	Iteration 2F: 3 clusters Score -587885.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -588255.375000 Penalty: 2864.464111
	Iteration 3F: 3 clusters Score -588255.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -588551.312500 Penalty: 2864.464111
	Iteration 4F: 3 clusters Score -588551.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -588758.000000 Penalty: 2864.464111
	Iteration 5F: 3 clusters Score -588758 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -588911.562500 Penalty: 2864.464111
	Iteration 6Q: 3 clusters Score -588911.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -589051.937500 Penalty: 2864.464111
	Iteration 7Q: 3 clusters Score -589051.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -589173.187500 Penalty: 2864.464111
	Iteration 8Q: 3 clusters Score -589173.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -589255.312500 Penalty: 2864.464111
	Iteration 9Q: 3 clusters Score -589255.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -589350.937500 Penalty: 2864.464111
	Iteration 10Q: 3 clusters Score -589350.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -589432.062500 Penalty: 2864.464111
	Iteration 11Q: 3 clusters Score -589432.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -589505.625000 Penalty: 2864.464111
	Iteration 12Q: 3 clusters Score -589505.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -589559.625000 Penalty: 2864.464111
	Iteration 13Q: 3 clusters Score -589559.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -589596.500000 Penalty: 2864.464111
	Iteration 14Q: 3 clusters Score -589596.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -589635.312500 Penalty: 2864.464111
	Iteration 15Q: 3 clusters Score -589635.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -589660.375000 Penalty: 2864.464111
	Iteration 16Q: 3 clusters Score -589660.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -589674.875000 Penalty: 2864.464111
	Iteration 17Q: 3 clusters Score -589674.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -589689.125000 Penalty: 2864.464111
	Iteration 18Q: 3 clusters Score -589689.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -589697.000000 Penalty: 2864.464111
	Iteration 19Q: 3 clusters Score -589697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -589704.750000 Penalty: 2864.464111
	Iteration 20F: 3 clusters Score -589704.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -589709.062500 Penalty: 2864.464111
	Iteration 21Q: 3 clusters Score -589709.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -589711.375000 Penalty: 2864.464111
	Iteration 22Q: 3 clusters Score -589711.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -589713.750000 Penalty: 2864.464111
	Iteration 23Q: 3 clusters Score -589713.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -589717.062500 Penalty: 2864.464111
	Iteration 24Q: 3 clusters Score -589717.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -589719.125000 Penalty: 2864.464111
	Iteration 25Q: 3 clusters Score -589719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -589719.875000 Penalty: 2864.464111
	Iteration 26Q: 3 clusters Score -589719.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -589721.875000 Penalty: 2864.464111
	Iteration 27Q: 3 clusters Score -589721.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -589721.125000 Penalty: 2864.464111
	Iteration 28Q: 3 clusters Score -589721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -589722.375000 Penalty: 2864.464111
	Iteration 29Q: 3 clusters Score -589722.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -589722.375000 Penalty: 2864.464111
	Iteration 30F: 3 clusters Score -589722.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -172917.593750 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -172917.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -170724.937500 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -170724.9 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -171280.765625 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -171280.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -171455.375000 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -171455.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -171619.953125 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -171620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -171761.796875 Penalty: 2485.220215
	Iteration 4F: 3 clusters Score -171761.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -171871.156250 Penalty: 2485.220215
	Iteration 5F: 3 clusters Score -171871.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -171955.968750 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -171956 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -172021.828125 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -172021.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -172068.156250 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -172068.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -172131.703125 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -172131.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -172194.281250 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -172194.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -172246.984375 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -172247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -172278.109375 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -172278.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -172306.218750 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -172306.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -172327.953125 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -172328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -172346.781250 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -172346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -172363.125000 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -172363.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -172378.953125 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -172379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -172391.500000 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -172391.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -172403.171875 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -172403.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -172410.062500 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -172410.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -172421.203125 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -172421.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -172435.671875 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -172435.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -172446.484375 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -172446.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -172453.500000 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -172453.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -172457.796875 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -172457.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -172463.750000 Penalty: 2485.220215
	Iteration 26Q: 3 clusters Score -172463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -172469.062500 Penalty: 2485.220215
	Iteration 27Q: 3 clusters Score -172469.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -172470.921875 Penalty: 2485.220215
	Iteration 28Q: 3 clusters Score -172470.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -172471.390625 Penalty: 2485.220215
	Iteration 29Q: 3 clusters Score -172471.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -172471.875000 Penalty: 2485.220215
	Iteration 30Q: 3 clusters Score -172471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -172472.171875 Penalty: 2485.220215
	Iteration 31Q: 3 clusters Score -172472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -172472.796875 Penalty: 2485.220215
	Iteration 32Q: 3 clusters Score -172472.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -172472.906250 Penalty: 2485.220215
	Iteration 33Q: 3 clusters Score -172472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -172473.671875 Penalty: 2485.220215
	Iteration 34Q: 3 clusters Score -172473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -172475.109375 Penalty: 2485.220215
	Iteration 35Q: 3 clusters Score -172475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -172476.062500 Penalty: 2485.220215
	Iteration 36Q: 3 clusters Score -172476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -172476.640625 Penalty: 2485.220215
	Iteration 37Q: 3 clusters Score -172476.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -172476.640625 Penalty: 2485.220215
	Iteration 38F: 3 clusters Score -172476.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Entering Unmasked Estep 
Score: -9616912.000000 Penalty: 1886.870728
	Iteration 0F: 2 clusters Score -9616912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 55378 members 
Entering Unmasked Estep 
Score: -9543175.000000 Penalty: 3773.741455
	Iteration 0F: 3 clusters Score -9543175 nChanged 52726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52375 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -9574468.000000 Penalty: 3773.741455
	Iteration 1F: 3 clusters Score -9574468 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50775 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -9576115.000000 Penalty: 3773.741455
	Iteration 2Q: 3 clusters Score -9576115 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48380 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -9578536.000000 Penalty: 3773.741455
	Iteration 3Q: 3 clusters Score -9578536 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 65304 members 
Entering Unmasked Estep 
Score: -9582229.000000 Penalty: 3773.741455
	Iteration 4F: 3 clusters Score -9582229 nChanged 6963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 69573 members 
Entering Unmasked Estep 
Score: -9587162.000000 Penalty: 3773.741455
	Iteration 5F: 3 clusters Score -9587162 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36117 members 
Mstep: Class 2 contains 74244 members 
Entering Unmasked Estep 
Score: -9592899.000000 Penalty: 3773.741455
	Iteration 6F: 3 clusters Score -9592899 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 78538 members 
Entering Unmasked Estep 
Score: -9598191.000000 Penalty: 3773.741455
	Iteration 7F: 3 clusters Score -9598191 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28492 members 
Mstep: Class 2 contains 81869 members 
Entering Unmasked Estep 
Score: -9601795.000000 Penalty: 3773.741455
	Iteration 8Q: 3 clusters Score -9601795 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 84457 members 
Entering Unmasked Estep 
Score: -9603961.000000 Penalty: 3773.741455
	Iteration 9Q: 3 clusters Score -9603961 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 86693 members 
Entering Unmasked Estep 
Score: -9605380.000000 Penalty: 3773.741455
	Iteration 10Q: 3 clusters Score -9605380 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 88738 members 
Entering Unmasked Estep 
Score: -9606438.000000 Penalty: 3773.741455
	Iteration 11Q: 3 clusters Score -9606438 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 90657 members 
Entering Unmasked Estep 
Score: -9607423.000000 Penalty: 3773.741455
	Iteration 12Q: 3 clusters Score -9607423 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 92428 members 
Entering Unmasked Estep 
Score: -9608344.000000 Penalty: 3773.741455
	Iteration 13Q: 3 clusters Score -9608344 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 94052 members 
Entering Unmasked Estep 
Score: -9609166.000000 Penalty: 3773.741455
	Iteration 14Q: 3 clusters Score -9609166 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 95533 members 
Entering Unmasked Estep 
Score: -9609899.000000 Penalty: 3773.741455
	Iteration 15Q: 3 clusters Score -9609899 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 96924 members 
Entering Unmasked Estep 
Score: -9610638.000000 Penalty: 3773.741455
	Iteration 16Q: 3 clusters Score -9610638 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -9611208.000000 Penalty: 3773.741455
	Iteration 17Q: 3 clusters Score -9611208 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 99281 members 
Entering Unmasked Estep 
Score: -9611812.000000 Penalty: 3773.741455
	Iteration 18Q: 3 clusters Score -9611812 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 100351 members 
Entering Unmasked Estep 
Score: -9612339.000000 Penalty: 3773.741455
	Iteration 19Q: 3 clusters Score -9612339 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 101332 members 
Entering Unmasked Estep 
Score: -9612830.000000 Penalty: 3773.741455
	Iteration 20F: 3 clusters Score -9612830 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 102214 members 
Entering Unmasked Estep 
Score: -9613186.000000 Penalty: 3773.741455
	Iteration 21Q: 3 clusters Score -9613186 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 103006 members 
Entering Unmasked Estep 
Score: -9613564.000000 Penalty: 3773.741455
	Iteration 22Q: 3 clusters Score -9613564 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 103720 members 
Entering Unmasked Estep 
Score: -9613857.000000 Penalty: 3773.741455
	Iteration 23Q: 3 clusters Score -9613857 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 104375 members 
Entering Unmasked Estep 
Score: -9614092.000000 Penalty: 3773.741455
	Iteration 24Q: 3 clusters Score -9614092 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -9614315.000000 Penalty: 3773.741455
	Iteration 25Q: 3 clusters Score -9614315 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 105441 members 
Entering Unmasked Estep 
Score: -9614462.000000 Penalty: 3773.741455
	Iteration 26Q: 3 clusters Score -9614462 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 105872 members 
Entering Unmasked Estep 
Score: -9614592.000000 Penalty: 3773.741455
	Iteration 27Q: 3 clusters Score -9614592 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -9614733.000000 Penalty: 3773.741455
	Iteration 28Q: 3 clusters Score -9614733 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 106608 members 
Entering Unmasked Estep 
Score: -9614848.000000 Penalty: 3773.741455
	Iteration 29Q: 3 clusters Score -9614848 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -9614971.000000 Penalty: 3773.741455
	Iteration 30Q: 3 clusters Score -9614971 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 107177 members 
Entering Unmasked Estep 
Score: -9615060.000000 Penalty: 3773.741455
	Iteration 31Q: 3 clusters Score -9615060 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 107421 members 
Entering Unmasked Estep 
Score: -9615119.000000 Penalty: 3773.741455
	Iteration 32Q: 3 clusters Score -9615119 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 107638 members 
Entering Unmasked Estep 
Score: -9615199.000000 Penalty: 3773.741455
	Iteration 33Q: 3 clusters Score -9615199 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 107816 members 
Entering Unmasked Estep 
Score: -9615249.000000 Penalty: 3773.741455
	Iteration 34Q: 3 clusters Score -9615249 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 107957 members 
Entering Unmasked Estep 
Score: -9615300.000000 Penalty: 3773.741455
	Iteration 35Q: 3 clusters Score -9615300 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 108090 members 
Entering Unmasked Estep 
Score: -9615333.000000 Penalty: 3773.741455
	Iteration 36Q: 3 clusters Score -9615333 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 108212 members 
Entering Unmasked Estep 
Score: -9615350.000000 Penalty: 3773.741455
	Iteration 37Q: 3 clusters Score -9615350 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 108298 members 
Entering Unmasked Estep 
Score: -9615362.000000 Penalty: 3773.741455
	Iteration 38Q: 3 clusters Score -9615362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 108359 members 
Entering Unmasked Estep 
Score: -9615373.000000 Penalty: 3773.741455
	Iteration 39Q: 3 clusters Score -9615373 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 108415 members 
Entering Unmasked Estep 
Score: -9615396.000000 Penalty: 3773.741455
	Iteration 40F: 3 clusters Score -9615396 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 108468 members 
Entering Unmasked Estep 
Score: -9615395.000000 Penalty: 3773.741455
	Iteration 41Q: 3 clusters Score -9615395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 108513 members 
Entering Unmasked Estep 
Score: -9615396.000000 Penalty: 3773.741455
	Iteration 42Q: 3 clusters Score -9615396 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 108544 members 
Entering Unmasked Estep 
Score: -9615418.000000 Penalty: 3773.741455
	Iteration 43Q: 3 clusters Score -9615418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 108575 members 
Entering Unmasked Estep 
Score: -9615415.000000 Penalty: 3773.741455
	Iteration 44Q: 3 clusters Score -9615415 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 108602 members 
Entering Unmasked Estep 
Score: -9615421.000000 Penalty: 3773.741455
	Iteration 45Q: 3 clusters Score -9615421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 108623 members 
Entering Unmasked Estep 
Score: -9615425.000000 Penalty: 3773.741455
	Iteration 46Q: 3 clusters Score -9615425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 108631 members 
Entering Unmasked Estep 
Score: -9615424.000000 Penalty: 3773.741455
	Iteration 47Q: 3 clusters Score -9615424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 108641 members 
Entering Unmasked Estep 
Score: -9615428.000000 Penalty: 3773.741455
	Iteration 48Q: 3 clusters Score -9615428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 108657 members 
Entering Unmasked Estep 
Score: -9615420.000000 Penalty: 3773.741455
	Iteration 49Q: 3 clusters Score -9615420 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 108670 members 
Entering Unmasked Estep 
Score: -9615431.000000 Penalty: 3773.741455
	Iteration 50Q: 3 clusters Score -9615431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 108683 members 
Entering Unmasked Estep 
Score: -9615439.000000 Penalty: 3773.741455
	Iteration 51Q: 3 clusters Score -9615439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 108695 members 
Entering Unmasked Estep 
Score: -9615437.000000 Penalty: 3773.741455
	Iteration 52Q: 3 clusters Score -9615437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -9615443.000000 Penalty: 3773.741455
	Iteration 53Q: 3 clusters Score -9615443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 108725 members 
Entering Unmasked Estep 
Score: -9615454.000000 Penalty: 3773.741455
	Iteration 54Q: 3 clusters Score -9615454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 108734 members 
Entering Unmasked Estep 
Score: -9615446.000000 Penalty: 3773.741455
	Iteration 55Q: 3 clusters Score -9615446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 108742 members 
Entering Unmasked Estep 
Score: -9615452.000000 Penalty: 3773.741455
	Iteration 56Q: 3 clusters Score -9615452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 108751 members 
Entering Unmasked Estep 
Score: -9615445.000000 Penalty: 3773.741455
	Iteration 57Q: 3 clusters Score -9615445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 108759 members 
Entering Unmasked Estep 
Score: -9615447.000000 Penalty: 3773.741455
	Iteration 58Q: 3 clusters Score -9615447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -9615447.000000 Penalty: 3773.741455
	Iteration 59Q: 3 clusters Score -9615447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 108776 members 
Entering Unmasked Estep 
Score: -9615453.000000 Penalty: 3773.741455
	Iteration 60F: 3 clusters Score -9615453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -9615461.000000 Penalty: 3773.741455
	Iteration 61Q: 3 clusters Score -9615461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 108796 members 
Entering Unmasked Estep 
Score: -9615456.000000 Penalty: 3773.741455
	Iteration 62Q: 3 clusters Score -9615456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 108805 members 
Entering Unmasked Estep 
Score: -9615473.000000 Penalty: 3773.741455
	Iteration 63Q: 3 clusters Score -9615473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -9615483.000000 Penalty: 3773.741455
	Iteration 64Q: 3 clusters Score -9615483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
Score: -9615487.000000 Penalty: 3773.741455
	Iteration 65Q: 3 clusters Score -9615487 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 108839 members 
Entering Unmasked Estep 
Score: -9615485.000000 Penalty: 3773.741455
	Iteration 66Q: 3 clusters Score -9615485 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 108844 members 
Entering Unmasked Estep 
Score: -9615489.000000 Penalty: 3773.741455
	Iteration 67Q: 3 clusters Score -9615489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 108848 members 
Entering Unmasked Estep 
Score: -9615487.000000 Penalty: 3773.741455
	Iteration 68Q: 3 clusters Score -9615487 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 108851 members 
Entering Unmasked Estep 
Score: -9615489.000000 Penalty: 3773.741455
	Iteration 69Q: 3 clusters Score -9615489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 108856 members 
Entering Unmasked Estep 
Score: -9615489.000000 Penalty: 3773.741455
	Iteration 70Q: 3 clusters Score -9615489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 108858 members 
Entering Unmasked Estep 
Score: -9615498.000000 Penalty: 3773.741455
	Iteration 71Q: 3 clusters Score -9615498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 108859 members 
Entering Unmasked Estep 
Score: -9615495.000000 Penalty: 3773.741455
	Iteration 72Q: 3 clusters Score -9615495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -9615499.000000 Penalty: 3773.741455
	Iteration 73Q: 3 clusters Score -9615499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 108860 members 
Entering Unmasked Estep 
Score: -9615499.000000 Penalty: 3773.741455
	Iteration 74F: 3 clusters Score -9615499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -370613.937500 Penalty: 1374.127319
	Iteration 0F: 2 clusters Score -370613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -366804.906250 Penalty: 2748.254639
	Iteration 0F: 3 clusters Score -366804.9 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -368039.468750 Penalty: 2748.254639
	Iteration 1F: 3 clusters Score -368039.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -368430.062500 Penalty: 2748.254639
	Iteration 2F: 3 clusters Score -368430.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -368779.843750 Penalty: 2748.254639
	Iteration 3F: 3 clusters Score -368779.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -369079.875000 Penalty: 2748.254639
	Iteration 4F: 3 clusters Score -369079.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -369295.062500 Penalty: 2748.254639
	Iteration 5F: 3 clusters Score -369295.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -369441.406250 Penalty: 2748.254639
	Iteration 6Q: 3 clusters Score -369441.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -369540.937500 Penalty: 2748.254639
	Iteration 7Q: 3 clusters Score -369540.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -369630.000000 Penalty: 2748.254639
	Iteration 8Q: 3 clusters Score -369630 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -369708.343750 Penalty: 2748.254639
	Iteration 9Q: 3 clusters Score -369708.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -369766.062500 Penalty: 2748.254639
	Iteration 10Q: 3 clusters Score -369766.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -369819.875000 Penalty: 2748.254639
	Iteration 11Q: 3 clusters Score -369819.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -369891.156250 Penalty: 2748.254639
	Iteration 12Q: 3 clusters Score -369891.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -369970.062500 Penalty: 2748.254639
	Iteration 13Q: 3 clusters Score -369970.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -370067.000000 Penalty: 2748.254639
	Iteration 14Q: 3 clusters Score -370067 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -370199.968750 Penalty: 2748.254639
	Iteration 15Q: 3 clusters Score -370200 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -370329.031250 Penalty: 2748.254639
	Iteration 16Q: 3 clusters Score -370329 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -370475.062500 Penalty: 2748.254639
	Iteration 17Q: 3 clusters Score -370475.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -370598.750000 Penalty: 2748.254639
	Iteration 18Q: 3 clusters Score -370598.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -370719.062500 Penalty: 2748.254639
	Iteration 19Q: 3 clusters Score -370719.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -370820.187500 Penalty: 2748.254639
	Iteration 20F: 3 clusters Score -370820.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -370909.468750 Penalty: 2748.254639
	Iteration 21Q: 3 clusters Score -370909.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -370954.093750 Penalty: 2748.254639
	Iteration 22Q: 3 clusters Score -370954.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -370991.000000 Penalty: 2748.254639
	Iteration 23Q: 3 clusters Score -370991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -371033.781250 Penalty: 2748.254639
	Iteration 24Q: 3 clusters Score -371033.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -371068.218750 Penalty: 2748.254639
	Iteration 25Q: 3 clusters Score -371068.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -371083.968750 Penalty: 2748.254639
	Iteration 26Q: 3 clusters Score -371084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -371096.937500 Penalty: 2748.254639
	Iteration 27Q: 3 clusters Score -371096.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -371104.406250 Penalty: 2748.254639
	Iteration 28Q: 3 clusters Score -371104.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -371115.406250 Penalty: 2748.254639
	Iteration 29Q: 3 clusters Score -371115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -371124.750000 Penalty: 2748.254639
	Iteration 30Q: 3 clusters Score -371124.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -371129.718750 Penalty: 2748.254639
	Iteration 31Q: 3 clusters Score -371129.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -371132.656250 Penalty: 2748.254639
	Iteration 32Q: 3 clusters Score -371132.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -371133.312500 Penalty: 2748.254639
	Iteration 33Q: 3 clusters Score -371133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -371133.812500 Penalty: 2748.254639
	Iteration 34Q: 3 clusters Score -371133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -371134.562500 Penalty: 2748.254639
	Iteration 35Q: 3 clusters Score -371134.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -371135.062500 Penalty: 2748.254639
	Iteration 36Q: 3 clusters Score -371135.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -371135.406250 Penalty: 2748.254639
	Iteration 37Q: 3 clusters Score -371135.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -371136.468750 Penalty: 2748.254639
	Iteration 38Q: 3 clusters Score -371136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -371136.875000 Penalty: 2748.254639
	Iteration 39Q: 3 clusters Score -371136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -371136.875000 Penalty: 2748.254639
	Iteration 40F: 3 clusters Score -371136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 3902 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 802 members 
Entering Unmasked Estep 
Score: -40898320.000000 Penalty: 89363.875000
Splitting cluster 31 changes total score from -40898568.000000 to -40898320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 32 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -78532.109375 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -78532.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77131.609375 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -77131.61 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -77367.625000 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -77367.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -77439.484375 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -77439.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -77478.351562 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -77478.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -77493.867188 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -77493.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77508.781250 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -77508.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -77520.554688 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -77520.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -77532.734375 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -77532.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -77540.117188 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -77540.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -77544.703125 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -77544.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77548.132812 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -77548.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -77550.007812 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -77550.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -77551.148438 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -77551.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77551.671875 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -77551.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -77552.093750 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -77552.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -77552.093750 Penalty: 2230.056152
	Iteration 15F: 3 clusters Score -77552.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Entering Unmasked Estep 
Score: -1813560.875000 Penalty: 1614.671265
	Iteration 0F: 2 clusters Score -1813561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 10412 members 
Entering Unmasked Estep 
Score: -1799414.000000 Penalty: 3229.342529
	Iteration 0F: 3 clusters Score -1799414 nChanged 9339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 10969 members 
Entering Unmasked Estep 
Score: -1804510.375000 Penalty: 3229.342529
	Iteration 1F: 3 clusters Score -1804510 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1805284.125000 Penalty: 3229.342529
	Iteration 2F: 3 clusters Score -1805284 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1806383.500000 Penalty: 3229.342529
	Iteration 3F: 3 clusters Score -1806384 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1807755.500000 Penalty: 3229.342529
	Iteration 4F: 3 clusters Score -1807756 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -1809184.625000 Penalty: 3229.342529
	Iteration 5F: 3 clusters Score -1809185 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -1810327.250000 Penalty: 3229.342529
	Iteration 6F: 3 clusters Score -1810327 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -1811140.250000 Penalty: 3229.342529
	Iteration 7F: 3 clusters Score -1811140 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -1811625.750000 Penalty: 3229.342529
	Iteration 8Q: 3 clusters Score -1811626 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1811925.250000 Penalty: 3229.342529
	Iteration 9Q: 3 clusters Score -1811925 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1812163.875000 Penalty: 3229.342529
	Iteration 10Q: 3 clusters Score -1812164 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -1812357.250000 Penalty: 3229.342529
	Iteration 11Q: 3 clusters Score -1812357 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -1812498.875000 Penalty: 3229.342529
	Iteration 12Q: 3 clusters Score -1812499 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -1812605.375000 Penalty: 3229.342529
	Iteration 13Q: 3 clusters Score -1812605 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -1812691.125000 Penalty: 3229.342529
	Iteration 14Q: 3 clusters Score -1812691 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -1812755.625000 Penalty: 3229.342529
	Iteration 15Q: 3 clusters Score -1812756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -1812799.000000 Penalty: 3229.342529
	Iteration 16Q: 3 clusters Score -1812799 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -1812821.500000 Penalty: 3229.342529
	Iteration 17Q: 3 clusters Score -1812822 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -1812846.375000 Penalty: 3229.342529
	Iteration 18Q: 3 clusters Score -1812846 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -1812868.250000 Penalty: 3229.342529
	Iteration 19Q: 3 clusters Score -1812868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -1812885.500000 Penalty: 3229.342529
	Iteration 20F: 3 clusters Score -1812886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1812902.125000 Penalty: 3229.342529
	Iteration 21Q: 3 clusters Score -1812902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -1812910.125000 Penalty: 3229.342529
	Iteration 22Q: 3 clusters Score -1812910 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -1812921.250000 Penalty: 3229.342529
	Iteration 23Q: 3 clusters Score -1812921 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -1812929.500000 Penalty: 3229.342529
	Iteration 24Q: 3 clusters Score -1812930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -1812934.750000 Penalty: 3229.342529
	Iteration 25Q: 3 clusters Score -1812935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -1812942.000000 Penalty: 3229.342529
	Iteration 26Q: 3 clusters Score -1812942 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -1812951.500000 Penalty: 3229.342529
	Iteration 27Q: 3 clusters Score -1812952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -1812960.250000 Penalty: 3229.342529
	Iteration 28Q: 3 clusters Score -1812960 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -1812966.875000 Penalty: 3229.342529
	Iteration 29Q: 3 clusters Score -1812967 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -1812975.000000 Penalty: 3229.342529
	Iteration 30Q: 3 clusters Score -1812975 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -1812984.125000 Penalty: 3229.342529
	Iteration 31Q: 3 clusters Score -1812984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -1812994.125000 Penalty: 3229.342529
	Iteration 32Q: 3 clusters Score -1812994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -1812997.875000 Penalty: 3229.342529
	Iteration 33Q: 3 clusters Score -1812998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -1813004.875000 Penalty: 3229.342529
	Iteration 34Q: 3 clusters Score -1813005 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1813016.250000 Penalty: 3229.342529
	Iteration 35Q: 3 clusters Score -1813016 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -1813028.375000 Penalty: 3229.342529
	Iteration 36Q: 3 clusters Score -1813028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -1813040.750000 Penalty: 3229.342529
	Iteration 37Q: 3 clusters Score -1813041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -1813052.375000 Penalty: 3229.342529
	Iteration 38Q: 3 clusters Score -1813052 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1813064.625000 Penalty: 3229.342529
	Iteration 39Q: 3 clusters Score -1813065 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1813069.000000 Penalty: 3229.342529
	Iteration 40F: 3 clusters Score -1813069 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1813087.375000 Penalty: 3229.342529
	Iteration 41Q: 3 clusters Score -1813087 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 19559 members 
Entering Unmasked Estep 
Score: -1813101.125000 Penalty: 3229.342529
	Iteration 42Q: 3 clusters Score -1813101 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -1813113.750000 Penalty: 3229.342529
	Iteration 43Q: 3 clusters Score -1813114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -1813135.875000 Penalty: 3229.342529
	Iteration 44Q: 3 clusters Score -1813136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -1813151.000000 Penalty: 3229.342529
	Iteration 45Q: 3 clusters Score -1813151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -1813168.250000 Penalty: 3229.342529
	Iteration 46Q: 3 clusters Score -1813168 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -1813179.875000 Penalty: 3229.342529
	Iteration 47Q: 3 clusters Score -1813180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -1813189.750000 Penalty: 3229.342529
	Iteration 48Q: 3 clusters Score -1813190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -1813203.750000 Penalty: 3229.342529
	Iteration 49Q: 3 clusters Score -1813204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -1813213.250000 Penalty: 3229.342529
	Iteration 50Q: 3 clusters Score -1813213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1813213.750000 Penalty: 3229.342529
	Iteration 51Q: 3 clusters Score -1813214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -1813218.875000 Penalty: 3229.342529
	Iteration 52Q: 3 clusters Score -1813219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -1813220.750000 Penalty: 3229.342529
	Iteration 53Q: 3 clusters Score -1813221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -1813224.375000 Penalty: 3229.342529
	Iteration 54Q: 3 clusters Score -1813224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -1813229.875000 Penalty: 3229.342529
	Iteration 55Q: 3 clusters Score -1813230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -1813241.125000 Penalty: 3229.342529
	Iteration 56Q: 3 clusters Score -1813241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -1813241.000000 Penalty: 3229.342529
	Iteration 57Q: 3 clusters Score -1813241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -1813250.875000 Penalty: 3229.342529
	Iteration 58Q: 3 clusters Score -1813251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -1813262.625000 Penalty: 3229.342529
	Iteration 59Q: 3 clusters Score -1813263 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -1813272.875000 Penalty: 3229.342529
	Iteration 60F: 3 clusters Score -1813273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -1813283.500000 Penalty: 3229.342529
	Iteration 61Q: 3 clusters Score -1813284 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1813293.375000 Penalty: 3229.342529
	Iteration 62Q: 3 clusters Score -1813293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -1813312.375000 Penalty: 3229.342529
	Iteration 63Q: 3 clusters Score -1813312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -1813324.250000 Penalty: 3229.342529
	Iteration 64Q: 3 clusters Score -1813324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1813338.875000 Penalty: 3229.342529
	Iteration 65Q: 3 clusters Score -1813339 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -1813359.875000 Penalty: 3229.342529
	Iteration 66Q: 3 clusters Score -1813360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -1813371.125000 Penalty: 3229.342529
	Iteration 67Q: 3 clusters Score -1813371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -1813379.125000 Penalty: 3229.342529
	Iteration 68Q: 3 clusters Score -1813379 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -1813391.625000 Penalty: 3229.342529
	Iteration 69Q: 3 clusters Score -1813392 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1813400.750000 Penalty: 3229.342529
	Iteration 70Q: 3 clusters Score -1813401 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1813411.250000 Penalty: 3229.342529
	Iteration 71Q: 3 clusters Score -1813411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -1813413.500000 Penalty: 3229.342529
	Iteration 72Q: 3 clusters Score -1813414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -1813419.750000 Penalty: 3229.342529
	Iteration 73Q: 3 clusters Score -1813420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -1813423.625000 Penalty: 3229.342529
	Iteration 74Q: 3 clusters Score -1813424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -1813420.375000 Penalty: 3229.342529
	Iteration 75Q: 3 clusters Score -1813420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -1813420.625000 Penalty: 3229.342529
	Iteration 76Q: 3 clusters Score -1813421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -1813421.125000 Penalty: 3229.342529
	Iteration 77Q: 3 clusters Score -1813421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 19932 members 
Entering Unmasked Estep 
Score: -1813424.250000 Penalty: 3229.342529
	Iteration 78Q: 3 clusters Score -1813424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1813422.500000 Penalty: 3229.342529
	Iteration 79Q: 3 clusters Score -1813422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -1813422.500000 Penalty: 3229.342529
	Iteration 80F: 3 clusters Score -1813422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1329653.750000 Penalty: 1558.887085
	Iteration 0F: 2 clusters Score -1329654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1319520.125000 Penalty: 3117.774170
	Iteration 0F: 3 clusters Score -1319520 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1323009.875000 Penalty: 3117.774170
	Iteration 1F: 3 clusters Score -1323010 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1323283.750000 Penalty: 3117.774170
	Iteration 2Q: 3 clusters Score -1323284 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1323498.125000 Penalty: 3117.774170
	Iteration 3Q: 3 clusters Score -1323498 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1323681.375000 Penalty: 3117.774170
	Iteration 4Q: 3 clusters Score -1323681 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1323846.000000 Penalty: 3117.774170
	Iteration 5Q: 3 clusters Score -1323846 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1324014.500000 Penalty: 3117.774170
	Iteration 6Q: 3 clusters Score -1324014 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1324188.375000 Penalty: 3117.774170
	Iteration 7Q: 3 clusters Score -1324188 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1324368.500000 Penalty: 3117.774170
	Iteration 8Q: 3 clusters Score -1324368 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1324586.875000 Penalty: 3117.774170
	Iteration 9Q: 3 clusters Score -1324587 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1324827.250000 Penalty: 3117.774170
	Iteration 10Q: 3 clusters Score -1324827 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1325143.250000 Penalty: 3117.774170
	Iteration 11Q: 3 clusters Score -1325143 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1325523.000000 Penalty: 3117.774170
	Iteration 12Q: 3 clusters Score -1325523 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1325921.875000 Penalty: 3117.774170
	Iteration 13Q: 3 clusters Score -1325922 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1326229.625000 Penalty: 3117.774170
	Iteration 14Q: 3 clusters Score -1326230 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1326451.375000 Penalty: 3117.774170
	Iteration 15Q: 3 clusters Score -1326451 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1326594.625000 Penalty: 3117.774170
	Iteration 16Q: 3 clusters Score -1326595 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1326688.125000 Penalty: 3117.774170
	Iteration 17Q: 3 clusters Score -1326688 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1326768.875000 Penalty: 3117.774170
	Iteration 18Q: 3 clusters Score -1326769 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1326832.875000 Penalty: 3117.774170
	Iteration 19Q: 3 clusters Score -1326833 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1326899.375000 Penalty: 3117.774170
	Iteration 20F: 3 clusters Score -1326899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1326951.875000 Penalty: 3117.774170
	Iteration 21Q: 3 clusters Score -1326952 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1326999.125000 Penalty: 3117.774170
	Iteration 22Q: 3 clusters Score -1326999 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1327055.125000 Penalty: 3117.774170
	Iteration 23Q: 3 clusters Score -1327055 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1327100.125000 Penalty: 3117.774170
	Iteration 24Q: 3 clusters Score -1327100 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1327145.500000 Penalty: 3117.774170
	Iteration 25Q: 3 clusters Score -1327146 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1327172.750000 Penalty: 3117.774170
	Iteration 26Q: 3 clusters Score -1327173 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1327202.625000 Penalty: 3117.774170
	Iteration 27Q: 3 clusters Score -1327203 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1327234.125000 Penalty: 3117.774170
	Iteration 28Q: 3 clusters Score -1327234 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -1327264.000000 Penalty: 3117.774170
	Iteration 29Q: 3 clusters Score -1327264 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1327278.125000 Penalty: 3117.774170
	Iteration 30Q: 3 clusters Score -1327278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1327289.500000 Penalty: 3117.774170
	Iteration 31Q: 3 clusters Score -1327290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1327300.625000 Penalty: 3117.774170
	Iteration 32Q: 3 clusters Score -1327301 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1327313.375000 Penalty: 3117.774170
	Iteration 33Q: 3 clusters Score -1327313 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1327333.000000 Penalty: 3117.774170
	Iteration 34Q: 3 clusters Score -1327333 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1327350.250000 Penalty: 3117.774170
	Iteration 35Q: 3 clusters Score -1327350 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1327371.125000 Penalty: 3117.774170
	Iteration 36Q: 3 clusters Score -1327371 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1327381.875000 Penalty: 3117.774170
	Iteration 37Q: 3 clusters Score -1327382 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1327402.750000 Penalty: 3117.774170
	Iteration 38Q: 3 clusters Score -1327403 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1327417.500000 Penalty: 3117.774170
	Iteration 39Q: 3 clusters Score -1327418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1327439.750000 Penalty: 3117.774170
	Iteration 40F: 3 clusters Score -1327440 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1327456.875000 Penalty: 3117.774170
	Iteration 41Q: 3 clusters Score -1327457 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1327477.875000 Penalty: 3117.774170
	Iteration 42Q: 3 clusters Score -1327478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1327493.750000 Penalty: 3117.774170
	Iteration 43Q: 3 clusters Score -1327494 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1327504.500000 Penalty: 3117.774170
	Iteration 44Q: 3 clusters Score -1327504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1327518.000000 Penalty: 3117.774170
	Iteration 45Q: 3 clusters Score -1327518 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1327532.250000 Penalty: 3117.774170
	Iteration 46Q: 3 clusters Score -1327532 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1327539.375000 Penalty: 3117.774170
	Iteration 47Q: 3 clusters Score -1327539 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1327545.875000 Penalty: 3117.774170
	Iteration 48Q: 3 clusters Score -1327546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1327559.250000 Penalty: 3117.774170
	Iteration 49Q: 3 clusters Score -1327559 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1327564.750000 Penalty: 3117.774170
	Iteration 50Q: 3 clusters Score -1327565 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1327565.125000 Penalty: 3117.774170
	Iteration 51Q: 3 clusters Score -1327565 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1327576.000000 Penalty: 3117.774170
	Iteration 52Q: 3 clusters Score -1327576 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -1327587.125000 Penalty: 3117.774170
	Iteration 53Q: 3 clusters Score -1327587 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1327597.000000 Penalty: 3117.774170
	Iteration 54Q: 3 clusters Score -1327597 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1327606.125000 Penalty: 3117.774170
	Iteration 55Q: 3 clusters Score -1327606 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1327617.625000 Penalty: 3117.774170
	Iteration 56Q: 3 clusters Score -1327618 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1327631.125000 Penalty: 3117.774170
	Iteration 57Q: 3 clusters Score -1327631 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1327635.625000 Penalty: 3117.774170
	Iteration 58Q: 3 clusters Score -1327636 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1327637.500000 Penalty: 3117.774170
	Iteration 59Q: 3 clusters Score -1327638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1327642.125000 Penalty: 3117.774170
	Iteration 60F: 3 clusters Score -1327642 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -1327653.000000 Penalty: 3117.774170
	Iteration 61Q: 3 clusters Score -1327653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1327657.750000 Penalty: 3117.774170
	Iteration 62Q: 3 clusters Score -1327658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1327664.125000 Penalty: 3117.774170
	Iteration 63Q: 3 clusters Score -1327664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1327670.375000 Penalty: 3117.774170
	Iteration 64Q: 3 clusters Score -1327670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1327668.500000 Penalty: 3117.774170
	Iteration 65Q: 3 clusters Score -1327668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1327673.750000 Penalty: 3117.774170
	Iteration 66Q: 3 clusters Score -1327674 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1327677.000000 Penalty: 3117.774170
	Iteration 67Q: 3 clusters Score -1327677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11889 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1327679.500000 Penalty: 3117.774170
	Iteration 68Q: 3 clusters Score -1327680 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1327691.625000 Penalty: 3117.774170
	Iteration 69Q: 3 clusters Score -1327692 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1327708.000000 Penalty: 3117.774170
	Iteration 70Q: 3 clusters Score -1327708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1327716.625000 Penalty: 3117.774170
	Iteration 71Q: 3 clusters Score -1327717 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1327729.500000 Penalty: 3117.774170
	Iteration 72Q: 3 clusters Score -1327730 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1327737.875000 Penalty: 3117.774170
	Iteration 73Q: 3 clusters Score -1327738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1327756.375000 Penalty: 3117.774170
	Iteration 74Q: 3 clusters Score -1327756 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -1327771.750000 Penalty: 3117.774170
	Iteration 75Q: 3 clusters Score -1327772 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1327795.125000 Penalty: 3117.774170
	Iteration 76Q: 3 clusters Score -1327795 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1327820.250000 Penalty: 3117.774170
	Iteration 77Q: 3 clusters Score -1327820 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1327852.750000 Penalty: 3117.774170
	Iteration 78Q: 3 clusters Score -1327853 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1327883.375000 Penalty: 3117.774170
	Iteration 79Q: 3 clusters Score -1327883 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -1327914.625000 Penalty: 3117.774170
	Iteration 80F: 3 clusters Score -1327915 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1327936.750000 Penalty: 3117.774170
	Iteration 81Q: 3 clusters Score -1327937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1327962.625000 Penalty: 3117.774170
	Iteration 82Q: 3 clusters Score -1327963 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1327991.625000 Penalty: 3117.774170
	Iteration 83Q: 3 clusters Score -1327992 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1328019.875000 Penalty: 3117.774170
	Iteration 84Q: 3 clusters Score -1328020 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1328053.625000 Penalty: 3117.774170
	Iteration 85Q: 3 clusters Score -1328054 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1328094.625000 Penalty: 3117.774170
	Iteration 86Q: 3 clusters Score -1328095 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -1328135.875000 Penalty: 3117.774170
	Iteration 87Q: 3 clusters Score -1328136 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1328178.625000 Penalty: 3117.774170
	Iteration 88Q: 3 clusters Score -1328179 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1328219.125000 Penalty: 3117.774170
	Iteration 89Q: 3 clusters Score -1328219 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1328254.125000 Penalty: 3117.774170
	Iteration 90Q: 3 clusters Score -1328254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1328280.250000 Penalty: 3117.774170
	Iteration 91Q: 3 clusters Score -1328280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1328311.875000 Penalty: 3117.774170
	Iteration 92Q: 3 clusters Score -1328312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1328328.250000 Penalty: 3117.774170
	Iteration 93Q: 3 clusters Score -1328328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1328344.875000 Penalty: 3117.774170
	Iteration 94Q: 3 clusters Score -1328345 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1328361.250000 Penalty: 3117.774170
	Iteration 95Q: 3 clusters Score -1328361 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1328373.500000 Penalty: 3117.774170
	Iteration 96Q: 3 clusters Score -1328374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1328384.625000 Penalty: 3117.774170
	Iteration 97Q: 3 clusters Score -1328385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1328399.375000 Penalty: 3117.774170
	Iteration 98Q: 3 clusters Score -1328399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1328411.500000 Penalty: 3117.774170
	Iteration 99Q: 3 clusters Score -1328412 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1328421.125000 Penalty: 3117.774170
	Iteration 100F: 3 clusters Score -1328421 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1328430.125000 Penalty: 3117.774170
	Iteration 101Q: 3 clusters Score -1328430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1328442.375000 Penalty: 3117.774170
	Iteration 102Q: 3 clusters Score -1328442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1328445.000000 Penalty: 3117.774170
	Iteration 103Q: 3 clusters Score -1328445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1328446.625000 Penalty: 3117.774170
	Iteration 104Q: 3 clusters Score -1328447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1328454.000000 Penalty: 3117.774170
	Iteration 105Q: 3 clusters Score -1328454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1328458.625000 Penalty: 3117.774170
	Iteration 106Q: 3 clusters Score -1328459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1328458.125000 Penalty: 3117.774170
	Iteration 107Q: 3 clusters Score -1328458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1328460.125000 Penalty: 3117.774170
	Iteration 108Q: 3 clusters Score -1328460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1328462.875000 Penalty: 3117.774170
	Iteration 109Q: 3 clusters Score -1328463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1328466.625000 Penalty: 3117.774170
	Iteration 110Q: 3 clusters Score -1328467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1328467.750000 Penalty: 3117.774170
	Iteration 111Q: 3 clusters Score -1328468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1328468.625000 Penalty: 3117.774170
	Iteration 112Q: 3 clusters Score -1328469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1328468.625000 Penalty: 3117.774170
	Iteration 113F: 3 clusters Score -1328469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -259627.109375 Penalty: 1300.655029
	Iteration 0F: 2 clusters Score -259627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -256869.625000 Penalty: 2601.310059
	Iteration 0F: 3 clusters Score -256869.6 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -257543.859375 Penalty: 2601.310059
	Iteration 1F: 3 clusters Score -257543.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -257681.156250 Penalty: 2601.310059
	Iteration 2F: 3 clusters Score -257681.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -257774.890625 Penalty: 2601.310059
	Iteration 3Q: 3 clusters Score -257774.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -257845.250000 Penalty: 2601.310059
	Iteration 4Q: 3 clusters Score -257845.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -257908.625000 Penalty: 2601.310059
	Iteration 5Q: 3 clusters Score -257908.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257967.937500 Penalty: 2601.310059
	Iteration 6Q: 3 clusters Score -257967.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -258020.734375 Penalty: 2601.310059
	Iteration 7Q: 3 clusters Score -258020.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -258083.406250 Penalty: 2601.310059
	Iteration 8Q: 3 clusters Score -258083.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -258158.500000 Penalty: 2601.310059
	Iteration 9Q: 3 clusters Score -258158.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -258237.000000 Penalty: 2601.310059
	Iteration 10Q: 3 clusters Score -258237 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -258297.015625 Penalty: 2601.310059
	Iteration 11Q: 3 clusters Score -258297 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -258344.796875 Penalty: 2601.310059
	Iteration 12Q: 3 clusters Score -258344.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -258386.265625 Penalty: 2601.310059
	Iteration 13Q: 3 clusters Score -258386.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -258419.875000 Penalty: 2601.310059
	Iteration 14Q: 3 clusters Score -258419.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -258452.203125 Penalty: 2601.310059
	Iteration 15Q: 3 clusters Score -258452.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -258482.218750 Penalty: 2601.310059
	Iteration 16Q: 3 clusters Score -258482.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -258511.546875 Penalty: 2601.310059
	Iteration 17Q: 3 clusters Score -258511.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -258537.171875 Penalty: 2601.310059
	Iteration 18Q: 3 clusters Score -258537.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -258558.828125 Penalty: 2601.310059
	Iteration 19Q: 3 clusters Score -258558.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -258575.734375 Penalty: 2601.310059
	Iteration 20F: 3 clusters Score -258575.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -258584.515625 Penalty: 2601.310059
	Iteration 21Q: 3 clusters Score -258584.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -258589.828125 Penalty: 2601.310059
	Iteration 22Q: 3 clusters Score -258589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -258592.453125 Penalty: 2601.310059
	Iteration 23Q: 3 clusters Score -258592.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -258594.781250 Penalty: 2601.310059
	Iteration 24Q: 3 clusters Score -258594.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -258597.640625 Penalty: 2601.310059
	Iteration 25Q: 3 clusters Score -258597.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -258599.265625 Penalty: 2601.310059
	Iteration 26Q: 3 clusters Score -258599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -258602.203125 Penalty: 2601.310059
	Iteration 27Q: 3 clusters Score -258602.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -258603.562500 Penalty: 2601.310059
	Iteration 28Q: 3 clusters Score -258603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -258604.843750 Penalty: 2601.310059
	Iteration 29Q: 3 clusters Score -258604.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -258606.234375 Penalty: 2601.310059
	Iteration 30Q: 3 clusters Score -258606.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -258607.109375 Penalty: 2601.310059
	Iteration 31Q: 3 clusters Score -258607.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -258607.109375 Penalty: 2601.310059
	Iteration 32F: 3 clusters Score -258607.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -282433.250000 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -282433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -279570.281250 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -279570.3 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -280241.093750 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -280241.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -280379.156250 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -280379.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -280467.593750 Penalty: 2623.957031
	Iteration 3Q: 3 clusters Score -280467.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -280533.843750 Penalty: 2623.957031
	Iteration 4Q: 3 clusters Score -280533.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -280578.687500 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -280578.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -280620.687500 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -280620.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280657.937500 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -280657.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -280689.781250 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -280689.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -280714.250000 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -280714.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -280738.937500 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -280738.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -280764.125000 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -280764.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -280790.562500 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -280790.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -280814.156250 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -280814.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -280840.906250 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -280840.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280866.718750 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -280866.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -280885.625000 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -280885.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280898.406250 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -280898.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280910.812500 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -280910.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -280925.500000 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -280925.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -280937.468750 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -280937.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -280950.343750 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -280950.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -280958.968750 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -280959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -280968.437500 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -280968.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -280975.875000 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -280975.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -280983.843750 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -280983.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -280988.500000 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -280988.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -280993.812500 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -280993.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -280996.343750 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -280996.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -281000.406250 Penalty: 2623.957031
	Iteration 29Q: 3 clusters Score -281000.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -281005.625000 Penalty: 2623.957031
	Iteration 30Q: 3 clusters Score -281005.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -281007.750000 Penalty: 2623.957031
	Iteration 31Q: 3 clusters Score -281007.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -281011.000000 Penalty: 2623.957031
	Iteration 32Q: 3 clusters Score -281011 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -281014.156250 Penalty: 2623.957031
	Iteration 33Q: 3 clusters Score -281014.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -281014.875000 Penalty: 2623.957031
	Iteration 34Q: 3 clusters Score -281014.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -281017.093750 Penalty: 2623.957031
	Iteration 35Q: 3 clusters Score -281017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -281017.562500 Penalty: 2623.957031
	Iteration 36Q: 3 clusters Score -281017.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -281017.937500 Penalty: 2623.957031
	Iteration 37Q: 3 clusters Score -281017.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -281018.812500 Penalty: 2623.957031
	Iteration 38Q: 3 clusters Score -281018.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -281021.281250 Penalty: 2623.957031
	Iteration 39Q: 3 clusters Score -281021.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -281022.843750 Penalty: 2623.957031
	Iteration 40F: 3 clusters Score -281022.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -281024.187500 Penalty: 2623.957031
	Iteration 41Q: 3 clusters Score -281024.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -281026.843750 Penalty: 2623.957031
	Iteration 42Q: 3 clusters Score -281026.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -281029.125000 Penalty: 2623.957031
	Iteration 43Q: 3 clusters Score -281029.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -281030.156250 Penalty: 2623.957031
	Iteration 44Q: 3 clusters Score -281030.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -281033.656250 Penalty: 2623.957031
	Iteration 45Q: 3 clusters Score -281033.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -281036.437500 Penalty: 2623.957031
	Iteration 46Q: 3 clusters Score -281036.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -281039.375000 Penalty: 2623.957031
	Iteration 47Q: 3 clusters Score -281039.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -281041.625000 Penalty: 2623.957031
	Iteration 48Q: 3 clusters Score -281041.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -281043.375000 Penalty: 2623.957031
	Iteration 49Q: 3 clusters Score -281043.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -281046.656250 Penalty: 2623.957031
	Iteration 50Q: 3 clusters Score -281046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -281047.968750 Penalty: 2623.957031
	Iteration 51Q: 3 clusters Score -281048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -281049.625000 Penalty: 2623.957031
	Iteration 52Q: 3 clusters Score -281049.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -281051.093750 Penalty: 2623.957031
	Iteration 53Q: 3 clusters Score -281051.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -281053.156250 Penalty: 2623.957031
	Iteration 54Q: 3 clusters Score -281053.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -281054.718750 Penalty: 2623.957031
	Iteration 55Q: 3 clusters Score -281054.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -281056.250000 Penalty: 2623.957031
	Iteration 56Q: 3 clusters Score -281056.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -281057.031250 Penalty: 2623.957031
	Iteration 57Q: 3 clusters Score -281057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -281058.593750 Penalty: 2623.957031
	Iteration 58Q: 3 clusters Score -281058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -281059.593750 Penalty: 2623.957031
	Iteration 59Q: 3 clusters Score -281059.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -281060.062500 Penalty: 2623.957031
	Iteration 60F: 3 clusters Score -281060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -281060.093750 Penalty: 2623.957031
	Iteration 61Q: 3 clusters Score -281060.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -281061.562500 Penalty: 2623.957031
	Iteration 62Q: 3 clusters Score -281061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -281062.500000 Penalty: 2623.957031
	Iteration 63Q: 3 clusters Score -281062.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -281063.906250 Penalty: 2623.957031
	Iteration 64Q: 3 clusters Score -281063.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -281064.531250 Penalty: 2623.957031
	Iteration 65Q: 3 clusters Score -281064.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -281064.593750 Penalty: 2623.957031
	Iteration 66Q: 3 clusters Score -281064.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -281064.593750 Penalty: 2623.957031
	Iteration 67F: 3 clusters Score -281064.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Entering Unmasked Estep 
Score: -691952.000000 Penalty: 1453.256104
	Iteration 0F: 2 clusters Score -691952 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 3886 members 
Entering Unmasked Estep 
Score: -686222.812500 Penalty: 2906.512207
	Iteration 0F: 3 clusters Score -686222.8 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -687990.000000 Penalty: 2906.512207
	Iteration 1F: 3 clusters Score -687990 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -688215.875000 Penalty: 2906.512207
	Iteration 2F: 3 clusters Score -688215.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -688382.687500 Penalty: 2906.512207
	Iteration 3F: 3 clusters Score -688382.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -688527.625000 Penalty: 2906.512207
	Iteration 4Q: 3 clusters Score -688527.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -688676.250000 Penalty: 2906.512207
	Iteration 5Q: 3 clusters Score -688676.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -688839.750000 Penalty: 2906.512207
	Iteration 6Q: 3 clusters Score -688839.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -689059.687500 Penalty: 2906.512207
	Iteration 7Q: 3 clusters Score -689059.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -689360.437500 Penalty: 2906.512207
	Iteration 8F: 3 clusters Score -689360.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -689699.000000 Penalty: 2906.512207
	Iteration 9F: 3 clusters Score -689699 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -690044.812500 Penalty: 2906.512207
	Iteration 10F: 3 clusters Score -690044.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -690313.000000 Penalty: 2906.512207
	Iteration 11Q: 3 clusters Score -690313 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -690484.562500 Penalty: 2906.512207
	Iteration 12Q: 3 clusters Score -690484.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -690596.062500 Penalty: 2906.512207
	Iteration 13Q: 3 clusters Score -690596.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -690672.562500 Penalty: 2906.512207
	Iteration 14Q: 3 clusters Score -690672.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -690730.937500 Penalty: 2906.512207
	Iteration 15Q: 3 clusters Score -690730.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -690758.812500 Penalty: 2906.512207
	Iteration 16Q: 3 clusters Score -690758.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -690775.062500 Penalty: 2906.512207
	Iteration 17Q: 3 clusters Score -690775.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -690782.625000 Penalty: 2906.512207
	Iteration 18Q: 3 clusters Score -690782.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -690792.062500 Penalty: 2906.512207
	Iteration 19Q: 3 clusters Score -690792.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -690802.875000 Penalty: 2906.512207
	Iteration 20F: 3 clusters Score -690802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -690810.312500 Penalty: 2906.512207
	Iteration 21Q: 3 clusters Score -690810.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -690812.250000 Penalty: 2906.512207
	Iteration 22Q: 3 clusters Score -690812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -690814.500000 Penalty: 2906.512207
	Iteration 23Q: 3 clusters Score -690814.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -690816.562500 Penalty: 2906.512207
	Iteration 24Q: 3 clusters Score -690816.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -690819.937500 Penalty: 2906.512207
	Iteration 25Q: 3 clusters Score -690819.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -690823.125000 Penalty: 2906.512207
	Iteration 26Q: 3 clusters Score -690823.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -690827.000000 Penalty: 2906.512207
	Iteration 27Q: 3 clusters Score -690827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -690828.125000 Penalty: 2906.512207
	Iteration 28Q: 3 clusters Score -690828.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -690828.125000 Penalty: 2906.512207
	Iteration 29F: 3 clusters Score -690828.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -866379.312500 Penalty: 1494.141846
	Iteration 0F: 2 clusters Score -866379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -859323.625000 Penalty: 2988.283691
	Iteration 0F: 3 clusters Score -859323.6 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -861544.937500 Penalty: 2988.283691
	Iteration 1F: 3 clusters Score -861544.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -861771.750000 Penalty: 2988.283691
	Iteration 2F: 3 clusters Score -861771.8 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -861937.812500 Penalty: 2988.283691
	Iteration 3Q: 3 clusters Score -861937.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -862042.750000 Penalty: 2988.283691
	Iteration 4Q: 3 clusters Score -862042.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -862127.125000 Penalty: 2988.283691
	Iteration 5Q: 3 clusters Score -862127.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -862217.500000 Penalty: 2988.283691
	Iteration 6Q: 3 clusters Score -862217.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -862327.562500 Penalty: 2988.283691
	Iteration 7Q: 3 clusters Score -862327.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -862447.062500 Penalty: 2988.283691
	Iteration 8Q: 3 clusters Score -862447.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -862586.187500 Penalty: 2988.283691
	Iteration 9Q: 3 clusters Score -862586.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -862741.562500 Penalty: 2988.283691
	Iteration 10Q: 3 clusters Score -862741.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -862932.375000 Penalty: 2988.283691
	Iteration 11Q: 3 clusters Score -862932.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -863165.375000 Penalty: 2988.283691
	Iteration 12Q: 3 clusters Score -863165.4 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -863415.062500 Penalty: 2988.283691
	Iteration 13Q: 3 clusters Score -863415.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -863718.187500 Penalty: 2988.283691
	Iteration 14Q: 3 clusters Score -863718.2 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -864016.500000 Penalty: 2988.283691
	Iteration 15Q: 3 clusters Score -864016.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -864282.000000 Penalty: 2988.283691
	Iteration 16Q: 3 clusters Score -864282 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -864478.437500 Penalty: 2988.283691
	Iteration 17Q: 3 clusters Score -864478.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -864648.437500 Penalty: 2988.283691
	Iteration 18Q: 3 clusters Score -864648.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -864770.937500 Penalty: 2988.283691
	Iteration 19Q: 3 clusters Score -864770.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -864851.875000 Penalty: 2988.283691
	Iteration 20F: 3 clusters Score -864851.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -864917.500000 Penalty: 2988.283691
	Iteration 21Q: 3 clusters Score -864917.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -864961.062500 Penalty: 2988.283691
	Iteration 22Q: 3 clusters Score -864961.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -864986.937500 Penalty: 2988.283691
	Iteration 23Q: 3 clusters Score -864986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -865003.437500 Penalty: 2988.283691
	Iteration 24Q: 3 clusters Score -865003.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -865013.625000 Penalty: 2988.283691
	Iteration 25Q: 3 clusters Score -865013.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -865023.562500 Penalty: 2988.283691
	Iteration 26Q: 3 clusters Score -865023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -865034.500000 Penalty: 2988.283691
	Iteration 27Q: 3 clusters Score -865034.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -865041.437500 Penalty: 2988.283691
	Iteration 28Q: 3 clusters Score -865041.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -865044.687500 Penalty: 2988.283691
	Iteration 29Q: 3 clusters Score -865044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -865051.437500 Penalty: 2988.283691
	Iteration 30Q: 3 clusters Score -865051.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -865056.687500 Penalty: 2988.283691
	Iteration 31Q: 3 clusters Score -865056.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -865059.250000 Penalty: 2988.283691
	Iteration 32Q: 3 clusters Score -865059.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -865068.875000 Penalty: 2988.283691
	Iteration 33Q: 3 clusters Score -865068.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -865073.000000 Penalty: 2988.283691
	Iteration 34Q: 3 clusters Score -865073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -865076.000000 Penalty: 2988.283691
	Iteration 35Q: 3 clusters Score -865076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -865077.375000 Penalty: 2988.283691
	Iteration 36Q: 3 clusters Score -865077.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -865081.187500 Penalty: 2988.283691
	Iteration 37Q: 3 clusters Score -865081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -865081.562500 Penalty: 2988.283691
	Iteration 38Q: 3 clusters Score -865081.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -865081.562500 Penalty: 2988.283691
	Iteration 39F: 3 clusters Score -865081.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -564453.562500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -564453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -559616.750000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -559616.8 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -561069.562500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -561069.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -561381.812500 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -561381.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -561582.125000 Penalty: 2848.773926
	Iteration 3F: 3 clusters Score -561582.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -561698.687500 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -561698.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -561805.500000 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -561805.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -561914.687500 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -561914.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -562001.500000 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -562001.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -562076.625000 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -562076.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -562144.250000 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -562144.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -562208.812500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -562208.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -562267.562500 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -562267.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -562321.437500 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -562321.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -562375.125000 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -562375.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -562421.312500 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -562421.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -562462.875000 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -562462.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -562497.687500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -562497.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -562531.812500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -562531.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -562561.562500 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -562561.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -562590.312500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -562590.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -562617.312500 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -562617.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -562634.125000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -562634.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -562652.000000 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -562652 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -562661.062500 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -562661.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -562669.687500 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -562669.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -562675.750000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -562675.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -562681.687500 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -562681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -562686.062500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -562686.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -562689.250000 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -562689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -562692.187500 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -562692.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -562695.187500 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -562695.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -562698.187500 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -562698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -562702.375000 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -562702.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -562704.937500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -562704.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -562708.312500 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -562708.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -562711.062500 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -562711.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -562712.562500 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -562712.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -562714.000000 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -562714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -562716.000000 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -562716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -562721.125000 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -562721.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -562725.937500 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -562725.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -562732.562500 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -562732.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -562735.562500 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -562735.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -562741.312500 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -562741.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -562744.250000 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -562744.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -562747.187500 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -562747.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -562752.062500 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -562752.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -562754.250000 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -562754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -562757.187500 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -562757.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -562760.562500 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -562760.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -562763.750000 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -562763.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -562767.125000 Penalty: 2848.773926
	Iteration 51Q: 3 clusters Score -562767.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -562769.812500 Penalty: 2848.773926
	Iteration 52Q: 3 clusters Score -562769.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -562773.500000 Penalty: 2848.773926
	Iteration 53Q: 3 clusters Score -562773.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -562778.187500 Penalty: 2848.773926
	Iteration 54Q: 3 clusters Score -562778.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -562782.625000 Penalty: 2848.773926
	Iteration 55Q: 3 clusters Score -562782.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -562785.750000 Penalty: 2848.773926
	Iteration 56Q: 3 clusters Score -562785.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -562789.687500 Penalty: 2848.773926
	Iteration 57Q: 3 clusters Score -562789.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -562795.750000 Penalty: 2848.773926
	Iteration 58Q: 3 clusters Score -562795.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -562800.937500 Penalty: 2848.773926
	Iteration 59Q: 3 clusters Score -562800.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -562805.250000 Penalty: 2848.773926
	Iteration 60F: 3 clusters Score -562805.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -562807.937500 Penalty: 2848.773926
	Iteration 61Q: 3 clusters Score -562807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -562808.375000 Penalty: 2848.773926
	Iteration 62Q: 3 clusters Score -562808.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -562810.562500 Penalty: 2848.773926
	Iteration 63Q: 3 clusters Score -562810.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -562813.187500 Penalty: 2848.773926
	Iteration 64Q: 3 clusters Score -562813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -562814.250000 Penalty: 2848.773926
	Iteration 65Q: 3 clusters Score -562814.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -562816.250000 Penalty: 2848.773926
	Iteration 66Q: 3 clusters Score -562816.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -562818.250000 Penalty: 2848.773926
	Iteration 67Q: 3 clusters Score -562818.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -562819.375000 Penalty: 2848.773926
	Iteration 68Q: 3 clusters Score -562819.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -562822.562500 Penalty: 2848.773926
	Iteration 69Q: 3 clusters Score -562822.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -562822.625000 Penalty: 2848.773926
	Iteration 70Q: 3 clusters Score -562822.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -562822.187500 Penalty: 2848.773926
	Iteration 71Q: 3 clusters Score -562822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -562823.437500 Penalty: 2848.773926
	Iteration 72Q: 3 clusters Score -562823.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -562824.562500 Penalty: 2848.773926
	Iteration 73Q: 3 clusters Score -562824.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -562826.750000 Penalty: 2848.773926
	Iteration 74Q: 3 clusters Score -562826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -562826.562500 Penalty: 2848.773926
	Iteration 75Q: 3 clusters Score -562826.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -562829.625000 Penalty: 2848.773926
	Iteration 76Q: 3 clusters Score -562829.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -562831.062500 Penalty: 2848.773926
	Iteration 77Q: 3 clusters Score -562831.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -562832.562500 Penalty: 2848.773926
	Iteration 78Q: 3 clusters Score -562832.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -562836.250000 Penalty: 2848.773926
	Iteration 79Q: 3 clusters Score -562836.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -562836.500000 Penalty: 2848.773926
	Iteration 80F: 3 clusters Score -562836.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -562838.562500 Penalty: 2848.773926
	Iteration 81Q: 3 clusters Score -562838.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -562840.625000 Penalty: 2848.773926
	Iteration 82Q: 3 clusters Score -562840.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -562843.375000 Penalty: 2848.773926
	Iteration 83Q: 3 clusters Score -562843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -562846.062500 Penalty: 2848.773926
	Iteration 84Q: 3 clusters Score -562846.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -562847.625000 Penalty: 2848.773926
	Iteration 85Q: 3 clusters Score -562847.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -562849.000000 Penalty: 2848.773926
	Iteration 86Q: 3 clusters Score -562849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -562851.437500 Penalty: 2848.773926
	Iteration 87Q: 3 clusters Score -562851.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -562852.812500 Penalty: 2848.773926
	Iteration 88Q: 3 clusters Score -562852.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -562853.312500 Penalty: 2848.773926
	Iteration 89Q: 3 clusters Score -562853.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -562855.062500 Penalty: 2848.773926
	Iteration 90Q: 3 clusters Score -562855.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -562856.687500 Penalty: 2848.773926
	Iteration 91Q: 3 clusters Score -562856.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -562859.187500 Penalty: 2848.773926
	Iteration 92Q: 3 clusters Score -562859.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -562860.500000 Penalty: 2848.773926
	Iteration 93Q: 3 clusters Score -562860.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -562862.562500 Penalty: 2848.773926
	Iteration 94Q: 3 clusters Score -562862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -562863.500000 Penalty: 2848.773926
	Iteration 95Q: 3 clusters Score -562863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -562862.125000 Penalty: 2848.773926
	Iteration 96Q: 3 clusters Score -562862.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -562863.687500 Penalty: 2848.773926
	Iteration 97Q: 3 clusters Score -562863.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -562863.062500 Penalty: 2848.773926
	Iteration 98Q: 3 clusters Score -562863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -562864.250000 Penalty: 2848.773926
	Iteration 99Q: 3 clusters Score -562864.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -562865.625000 Penalty: 2848.773926
	Iteration 100F: 3 clusters Score -562865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -562867.000000 Penalty: 2848.773926
	Iteration 101Q: 3 clusters Score -562867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562867.062500 Penalty: 2848.773926
	Iteration 102Q: 3 clusters Score -562867.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -562868.062500 Penalty: 2848.773926
	Iteration 103Q: 3 clusters Score -562868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -562870.125000 Penalty: 2848.773926
	Iteration 104Q: 3 clusters Score -562870.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -562870.375000 Penalty: 2848.773926
	Iteration 105Q: 3 clusters Score -562870.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -562870.687500 Penalty: 2848.773926
	Iteration 106Q: 3 clusters Score -562870.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -562874.312500 Penalty: 2848.773926
	Iteration 107Q: 3 clusters Score -562874.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -562876.000000 Penalty: 2848.773926
	Iteration 108Q: 3 clusters Score -562876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -562877.562500 Penalty: 2848.773926
	Iteration 109Q: 3 clusters Score -562877.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -562880.625000 Penalty: 2848.773926
	Iteration 110Q: 3 clusters Score -562880.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -562884.937500 Penalty: 2848.773926
	Iteration 111Q: 3 clusters Score -562884.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -562887.375000 Penalty: 2848.773926
	Iteration 112Q: 3 clusters Score -562887.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -562890.500000 Penalty: 2848.773926
	Iteration 113Q: 3 clusters Score -562890.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -562894.812500 Penalty: 2848.773926
	Iteration 114Q: 3 clusters Score -562894.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -562898.625000 Penalty: 2848.773926
	Iteration 115Q: 3 clusters Score -562898.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -562901.187500 Penalty: 2848.773926
	Iteration 116Q: 3 clusters Score -562901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -562904.562500 Penalty: 2848.773926
	Iteration 117Q: 3 clusters Score -562904.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -562907.937500 Penalty: 2848.773926
	Iteration 118Q: 3 clusters Score -562907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -562911.562500 Penalty: 2848.773926
	Iteration 119Q: 3 clusters Score -562911.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -562915.812500 Penalty: 2848.773926
	Iteration 120F: 3 clusters Score -562915.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -562918.375000 Penalty: 2848.773926
	Iteration 121Q: 3 clusters Score -562918.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -562921.062500 Penalty: 2848.773926
	Iteration 122Q: 3 clusters Score -562921.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -562923.437500 Penalty: 2848.773926
	Iteration 123Q: 3 clusters Score -562923.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -562926.937500 Penalty: 2848.773926
	Iteration 124Q: 3 clusters Score -562926.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -562930.250000 Penalty: 2848.773926
	Iteration 125Q: 3 clusters Score -562930.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -562931.875000 Penalty: 2848.773926
	Iteration 126Q: 3 clusters Score -562931.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -562933.937500 Penalty: 2848.773926
	Iteration 127Q: 3 clusters Score -562933.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -562936.375000 Penalty: 2848.773926
	Iteration 128Q: 3 clusters Score -562936.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -562938.500000 Penalty: 2848.773926
	Iteration 129Q: 3 clusters Score -562938.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -562941.125000 Penalty: 2848.773926
	Iteration 130Q: 3 clusters Score -562941.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -562942.562500 Penalty: 2848.773926
	Iteration 131Q: 3 clusters Score -562942.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -562943.875000 Penalty: 2848.773926
	Iteration 132Q: 3 clusters Score -562943.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -562944.437500 Penalty: 2848.773926
	Iteration 133Q: 3 clusters Score -562944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -562947.500000 Penalty: 2848.773926
	Iteration 134Q: 3 clusters Score -562947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -562951.437500 Penalty: 2848.773926
	Iteration 135Q: 3 clusters Score -562951.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -562955.812500 Penalty: 2848.773926
	Iteration 136Q: 3 clusters Score -562955.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -562959.125000 Penalty: 2848.773926
	Iteration 137Q: 3 clusters Score -562959.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -562962.875000 Penalty: 2848.773926
	Iteration 138Q: 3 clusters Score -562962.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -562965.562500 Penalty: 2848.773926
	Iteration 139Q: 3 clusters Score -562965.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -562968.000000 Penalty: 2848.773926
	Iteration 140F: 3 clusters Score -562968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -562968.875000 Penalty: 2848.773926
	Iteration 141Q: 3 clusters Score -562968.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -562971.500000 Penalty: 2848.773926
	Iteration 142Q: 3 clusters Score -562971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -562974.937500 Penalty: 2848.773926
	Iteration 143Q: 3 clusters Score -562974.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -562976.312500 Penalty: 2848.773926
	Iteration 144Q: 3 clusters Score -562976.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -562978.312500 Penalty: 2848.773926
	Iteration 145Q: 3 clusters Score -562978.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -562979.062500 Penalty: 2848.773926
	Iteration 146Q: 3 clusters Score -562979.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -562979.625000 Penalty: 2848.773926
	Iteration 147Q: 3 clusters Score -562979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -562980.812500 Penalty: 2848.773926
	Iteration 148Q: 3 clusters Score -562980.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -562981.375000 Penalty: 2848.773926
	Iteration 149Q: 3 clusters Score -562981.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -562985.000000 Penalty: 2848.773926
	Iteration 150Q: 3 clusters Score -562985 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -562990.750000 Penalty: 2848.773926
	Iteration 151Q: 3 clusters Score -562990.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -562995.125000 Penalty: 2848.773926
	Iteration 152Q: 3 clusters Score -562995.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -562998.000000 Penalty: 2848.773926
	Iteration 153Q: 3 clusters Score -562998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -563002.812500 Penalty: 2848.773926
	Iteration 154Q: 3 clusters Score -563002.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -563010.375000 Penalty: 2848.773926
	Iteration 155Q: 3 clusters Score -563010.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -563019.562500 Penalty: 2848.773926
	Iteration 156Q: 3 clusters Score -563019.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -563024.000000 Penalty: 2848.773926
	Iteration 157Q: 3 clusters Score -563024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -563028.500000 Penalty: 2848.773926
	Iteration 158Q: 3 clusters Score -563028.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -563033.437500 Penalty: 2848.773926
	Iteration 159Q: 3 clusters Score -563033.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -563038.000000 Penalty: 2848.773926
	Iteration 160F: 3 clusters Score -563038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -563039.812500 Penalty: 2848.773926
	Iteration 161Q: 3 clusters Score -563039.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -563045.000000 Penalty: 2848.773926
	Iteration 162Q: 3 clusters Score -563045 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -563049.187500 Penalty: 2848.773926
	Iteration 163Q: 3 clusters Score -563049.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -563052.437500 Penalty: 2848.773926
	Iteration 164Q: 3 clusters Score -563052.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -563055.125000 Penalty: 2848.773926
	Iteration 165Q: 3 clusters Score -563055.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -563056.500000 Penalty: 2848.773926
	Iteration 166Q: 3 clusters Score -563056.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -563057.187500 Penalty: 2848.773926
	Iteration 167Q: 3 clusters Score -563057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -563058.125000 Penalty: 2848.773926
	Iteration 168Q: 3 clusters Score -563058.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -563059.812500 Penalty: 2848.773926
	Iteration 169Q: 3 clusters Score -563059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -563061.250000 Penalty: 2848.773926
	Iteration 170Q: 3 clusters Score -563061.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -563063.062500 Penalty: 2848.773926
	Iteration 171Q: 3 clusters Score -563063.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -563065.250000 Penalty: 2848.773926
	Iteration 172Q: 3 clusters Score -563065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -563066.812500 Penalty: 2848.773926
	Iteration 173Q: 3 clusters Score -563066.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -563069.562500 Penalty: 2848.773926
	Iteration 174Q: 3 clusters Score -563069.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -563070.937500 Penalty: 2848.773926
	Iteration 175Q: 3 clusters Score -563070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -563071.687500 Penalty: 2848.773926
	Iteration 176Q: 3 clusters Score -563071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -563071.625000 Penalty: 2848.773926
	Iteration 177Q: 3 clusters Score -563071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -563071.500000 Penalty: 2848.773926
	Iteration 178Q: 3 clusters Score -563071.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -563071.562500 Penalty: 2848.773926
	Iteration 179Q: 3 clusters Score -563071.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -563071.562500 Penalty: 2848.773926
	Iteration 180F: 3 clusters Score -563071.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -110664.976562 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -110665 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 687 members 
Entering Unmasked Estep 
Score: -109007.164062 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -109007.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -109333.601562 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -109333.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -109477.351562 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -109477.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -109588.843750 Penalty: 2340.864746
	Iteration 3F: 3 clusters Score -109588.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -109659.984375 Penalty: 2340.864746
	Iteration 4Q: 3 clusters Score -109660 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -109710.031250 Penalty: 2340.864746
	Iteration 5Q: 3 clusters Score -109710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109742.289062 Penalty: 2340.864746
	Iteration 6Q: 3 clusters Score -109742.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109770.312500 Penalty: 2340.864746
	Iteration 7Q: 3 clusters Score -109770.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109795.296875 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -109795.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -109811.671875 Penalty: 2340.864746
	Iteration 9Q: 3 clusters Score -109811.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -109823.398438 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -109823.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -109832.617188 Penalty: 2340.864746
	Iteration 11Q: 3 clusters Score -109832.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -109838.781250 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -109838.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -109842.296875 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -109842.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109844.726562 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -109844.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -109850.265625 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -109850.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -109853.921875 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -109853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -109856.703125 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -109856.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -109858.406250 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -109858.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -109858.796875 Penalty: 2340.864746
	Iteration 19Q: 3 clusters Score -109858.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109859.007812 Penalty: 2340.864746
	Iteration 20F: 3 clusters Score -109859 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109860.312500 Penalty: 2340.864746
	Iteration 21Q: 3 clusters Score -109860.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -109861.414062 Penalty: 2340.864746
	Iteration 22Q: 3 clusters Score -109861.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -109863.421875 Penalty: 2340.864746
	Iteration 23Q: 3 clusters Score -109863.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109866.000000 Penalty: 2340.864746
	Iteration 24Q: 3 clusters Score -109866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -109866.609375 Penalty: 2340.864746
	Iteration 25Q: 3 clusters Score -109866.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109867.289062 Penalty: 2340.864746
	Iteration 26Q: 3 clusters Score -109867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109867.289062 Penalty: 2340.864746
	Iteration 27F: 3 clusters Score -109867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -820703.500000 Penalty: 1486.088745
	Iteration 0F: 2 clusters Score -820703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -813949.062500 Penalty: 2972.177490
	Iteration 0F: 3 clusters Score -813949.1 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -816125.125000 Penalty: 2972.177490
	Iteration 1F: 3 clusters Score -816125.1 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -816534.750000 Penalty: 2972.177490
	Iteration 2F: 3 clusters Score -816534.8 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -816979.687500 Penalty: 2972.177490
	Iteration 3F: 3 clusters Score -816979.7 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -817500.437500 Penalty: 2972.177490
	Iteration 4F: 3 clusters Score -817500.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -818108.562500 Penalty: 2972.177490
	Iteration 5F: 3 clusters Score -818108.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -818730.500000 Penalty: 2972.177490
	Iteration 6F: 3 clusters Score -818730.5 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -819299.312500 Penalty: 2972.177490
	Iteration 7F: 3 clusters Score -819299.3 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -819691.000000 Penalty: 2972.177490
	Iteration 8F: 3 clusters Score -819691 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -819898.062500 Penalty: 2972.177490
	Iteration 9Q: 3 clusters Score -819898.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -820063.437500 Penalty: 2972.177490
	Iteration 10Q: 3 clusters Score -820063.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -820152.812500 Penalty: 2972.177490
	Iteration 11Q: 3 clusters Score -820152.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -820200.125000 Penalty: 2972.177490
	Iteration 12Q: 3 clusters Score -820200.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -820223.625000 Penalty: 2972.177490
	Iteration 13Q: 3 clusters Score -820223.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -820233.250000 Penalty: 2972.177490
	Iteration 14Q: 3 clusters Score -820233.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -820244.812500 Penalty: 2972.177490
	Iteration 15Q: 3 clusters Score -820244.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -820247.000000 Penalty: 2972.177490
	Iteration 16Q: 3 clusters Score -820247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -820252.062500 Penalty: 2972.177490
	Iteration 17Q: 3 clusters Score -820252.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -820258.562500 Penalty: 2972.177490
	Iteration 18Q: 3 clusters Score -820258.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -820264.500000 Penalty: 2972.177490
	Iteration 19Q: 3 clusters Score -820264.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -820264.125000 Penalty: 2972.177490
	Iteration 20F: 3 clusters Score -820264.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -820271.187500 Penalty: 2972.177490
	Iteration 21Q: 3 clusters Score -820271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -820272.312500 Penalty: 2972.177490
	Iteration 22Q: 3 clusters Score -820272.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -820273.000000 Penalty: 2972.177490
	Iteration 23Q: 3 clusters Score -820273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -820273.187500 Penalty: 2972.177490
	Iteration 24Q: 3 clusters Score -820273.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -820275.812500 Penalty: 2972.177490
	Iteration 25Q: 3 clusters Score -820275.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -820274.500000 Penalty: 2972.177490
	Iteration 26Q: 3 clusters Score -820274.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -820277.812500 Penalty: 2972.177490
	Iteration 27Q: 3 clusters Score -820277.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -820282.062500 Penalty: 2972.177490
	Iteration 28Q: 3 clusters Score -820282.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -820281.000000 Penalty: 2972.177490
	Iteration 29Q: 3 clusters Score -820281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -820286.500000 Penalty: 2972.177490
	Iteration 30Q: 3 clusters Score -820286.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -820287.625000 Penalty: 2972.177490
	Iteration 31Q: 3 clusters Score -820287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -820287.562500 Penalty: 2972.177490
	Iteration 32Q: 3 clusters Score -820287.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -820289.250000 Penalty: 2972.177490
	Iteration 33Q: 3 clusters Score -820289.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -820294.375000 Penalty: 2972.177490
	Iteration 34Q: 3 clusters Score -820294.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -820294.375000 Penalty: 2972.177490
	Iteration 35Q: 3 clusters Score -820294.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -820297.812500 Penalty: 2972.177490
	Iteration 36Q: 3 clusters Score -820297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -820297.687500 Penalty: 2972.177490
	Iteration 37Q: 3 clusters Score -820297.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -820300.500000 Penalty: 2972.177490
	Iteration 38Q: 3 clusters Score -820300.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -820301.062500 Penalty: 2972.177490
	Iteration 39Q: 3 clusters Score -820301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -820301.125000 Penalty: 2972.177490
	Iteration 40F: 3 clusters Score -820301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -820300.625000 Penalty: 2972.177490
	Iteration 41Q: 3 clusters Score -820300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -820300.625000 Penalty: 2972.177490
	Iteration 42F: 3 clusters Score -820300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40898568.000000 Penalty: 87236.164062
Iteration 199F: 42 clusters Score -4.089857e+07 nChanged 0
Entering ConstructFrom: 
Score: -40898568.000000 Penalty: 87236.164062
Entering ConstructFrom: 
Trying to split cluster 1 (12691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Entering Unmasked Estep 
Score: -1123639.250000 Penalty: 1535.405396
	Iteration 0F: 2 clusters Score -1123639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1114784.250000 Penalty: 3070.810791
	Iteration 0F: 3 clusters Score -1114784 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1117710.750000 Penalty: 3070.810791
	Iteration 1F: 3 clusters Score -1117711 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1118066.750000 Penalty: 3070.810791
	Iteration 2F: 3 clusters Score -1118067 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1118370.750000 Penalty: 3070.810791
	Iteration 3F: 3 clusters Score -1118371 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1118649.125000 Penalty: 3070.810791
	Iteration 4Q: 3 clusters Score -1118649 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1118906.750000 Penalty: 3070.810791
	Iteration 5Q: 3 clusters Score -1118907 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1119127.125000 Penalty: 3070.810791
	Iteration 6Q: 3 clusters Score -1119127 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1119336.250000 Penalty: 3070.810791
	Iteration 7Q: 3 clusters Score -1119336 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1119529.500000 Penalty: 3070.810791
	Iteration 8Q: 3 clusters Score -1119530 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1119715.375000 Penalty: 3070.810791
	Iteration 9Q: 3 clusters Score -1119715 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1119899.500000 Penalty: 3070.810791
	Iteration 10Q: 3 clusters Score -1119900 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1120062.125000 Penalty: 3070.810791
	Iteration 11Q: 3 clusters Score -1120062 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1120223.125000 Penalty: 3070.810791
	Iteration 12Q: 3 clusters Score -1120223 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1120399.375000 Penalty: 3070.810791
	Iteration 13Q: 3 clusters Score -1120399 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1120592.875000 Penalty: 3070.810791
	Iteration 14Q: 3 clusters Score -1120593 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1120822.750000 Penalty: 3070.810791
	Iteration 15Q: 3 clusters Score -1120823 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1121086.750000 Penalty: 3070.810791
	Iteration 16Q: 3 clusters Score -1121087 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1121334.875000 Penalty: 3070.810791
	Iteration 17Q: 3 clusters Score -1121335 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1121549.875000 Penalty: 3070.810791
	Iteration 18Q: 3 clusters Score -1121550 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1121737.750000 Penalty: 3070.810791
	Iteration 19Q: 3 clusters Score -1121738 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -1121880.125000 Penalty: 3070.810791
	Iteration 20F: 3 clusters Score -1121880 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11985 members 
Entering Unmasked Estep 
Score: -1121991.625000 Penalty: 3070.810791
	Iteration 21Q: 3 clusters Score -1121992 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1122087.875000 Penalty: 3070.810791
	Iteration 22Q: 3 clusters Score -1122088 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1122181.625000 Penalty: 3070.810791
	Iteration 23Q: 3 clusters Score -1122182 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -1122239.500000 Penalty: 3070.810791
	Iteration 24Q: 3 clusters Score -1122240 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -1122277.125000 Penalty: 3070.810791
	Iteration 25Q: 3 clusters Score -1122277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1122299.625000 Penalty: 3070.810791
	Iteration 26Q: 3 clusters Score -1122300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -1122315.250000 Penalty: 3070.810791
	Iteration 27Q: 3 clusters Score -1122315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -1122326.375000 Penalty: 3070.810791
	Iteration 28Q: 3 clusters Score -1122326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -1122331.250000 Penalty: 3070.810791
	Iteration 29Q: 3 clusters Score -1122331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1122336.500000 Penalty: 3070.810791
	Iteration 30Q: 3 clusters Score -1122336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1122338.500000 Penalty: 3070.810791
	Iteration 31Q: 3 clusters Score -1122338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1122340.625000 Penalty: 3070.810791
	Iteration 32Q: 3 clusters Score -1122341 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1122340.625000 Penalty: 3070.810791
	Iteration 33F: 3 clusters Score -1122341 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Entering Unmasked Estep 
Score: -3216282.500000 Penalty: 1706.019409
	Iteration 0F: 2 clusters Score -3216282 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3191940.500000 Penalty: 3412.038818
	Iteration 0F: 3 clusters Score -3191940 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -3201401.000000 Penalty: 3412.038818
	Iteration 1F: 3 clusters Score -3201401 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3201792.750000 Penalty: 3412.038818
	Iteration 2Q: 3 clusters Score -3201793 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -3202147.000000 Penalty: 3412.038818
	Iteration 3Q: 3 clusters Score -3202147 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -3202482.750000 Penalty: 3412.038818
	Iteration 4Q: 3 clusters Score -3202483 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -3202816.000000 Penalty: 3412.038818
	Iteration 5Q: 3 clusters Score -3202816 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -3203166.000000 Penalty: 3412.038818
	Iteration 6Q: 3 clusters Score -3203166 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3203613.250000 Penalty: 3412.038818
	Iteration 7Q: 3 clusters Score -3203613 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -3204217.000000 Penalty: 3412.038818
	Iteration 8Q: 3 clusters Score -3204217 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -3204999.250000 Penalty: 3412.038818
	Iteration 9Q: 3 clusters Score -3204999 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -3206165.000000 Penalty: 3412.038818
	Iteration 10Q: 3 clusters Score -3206165 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -3207568.500000 Penalty: 3412.038818
	Iteration 11F: 3 clusters Score -3207568 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -3208936.500000 Penalty: 3412.038818
	Iteration 12Q: 3 clusters Score -3208936 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28185 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -3210018.500000 Penalty: 3412.038818
	Iteration 13Q: 3 clusters Score -3210018 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -3210779.750000 Penalty: 3412.038818
	Iteration 14Q: 3 clusters Score -3210780 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3211292.750000 Penalty: 3412.038818
	Iteration 15Q: 3 clusters Score -3211293 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -3211696.000000 Penalty: 3412.038818
	Iteration 16Q: 3 clusters Score -3211696 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -3212070.500000 Penalty: 3412.038818
	Iteration 17Q: 3 clusters Score -3212070 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3212456.250000 Penalty: 3412.038818
	Iteration 18Q: 3 clusters Score -3212456 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32680 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -3212814.500000 Penalty: 3412.038818
	Iteration 19Q: 3 clusters Score -3212814 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3213110.250000 Penalty: 3412.038818
	Iteration 20F: 3 clusters Score -3213110 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33686 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3213390.000000 Penalty: 3412.038818
	Iteration 21Q: 3 clusters Score -3213390 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34103 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -3213612.000000 Penalty: 3412.038818
	Iteration 22Q: 3 clusters Score -3213612 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -3213796.750000 Penalty: 3412.038818
	Iteration 23Q: 3 clusters Score -3213797 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34735 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -3213969.750000 Penalty: 3412.038818
	Iteration 24Q: 3 clusters Score -3213970 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3214167.250000 Penalty: 3412.038818
	Iteration 25Q: 3 clusters Score -3214167 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3214312.000000 Penalty: 3412.038818
	Iteration 26Q: 3 clusters Score -3214312 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35399 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3214426.500000 Penalty: 3412.038818
	Iteration 27Q: 3 clusters Score -3214426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35522 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3214521.250000 Penalty: 3412.038818
	Iteration 28Q: 3 clusters Score -3214521 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35610 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3214576.500000 Penalty: 3412.038818
	Iteration 29Q: 3 clusters Score -3214576 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3214615.250000 Penalty: 3412.038818
	Iteration 30Q: 3 clusters Score -3214615 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3214638.000000 Penalty: 3412.038818
	Iteration 31Q: 3 clusters Score -3214638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3214674.500000 Penalty: 3412.038818
	Iteration 32Q: 3 clusters Score -3214674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3214696.500000 Penalty: 3412.038818
	Iteration 33Q: 3 clusters Score -3214696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3214710.250000 Penalty: 3412.038818
	Iteration 34Q: 3 clusters Score -3214710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -3214717.750000 Penalty: 3412.038818
	Iteration 35Q: 3 clusters Score -3214718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3214728.500000 Penalty: 3412.038818
	Iteration 36Q: 3 clusters Score -3214728 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3214741.750000 Penalty: 3412.038818
	Iteration 37Q: 3 clusters Score -3214742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3214744.750000 Penalty: 3412.038818
	Iteration 38Q: 3 clusters Score -3214745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -3214757.000000 Penalty: 3412.038818
	Iteration 39Q: 3 clusters Score -3214757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -3214760.000000 Penalty: 3412.038818
	Iteration 40F: 3 clusters Score -3214760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3214772.250000 Penalty: 3412.038818
	Iteration 41Q: 3 clusters Score -3214772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -3214777.750000 Penalty: 3412.038818
	Iteration 42Q: 3 clusters Score -3214778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3214788.000000 Penalty: 3412.038818
	Iteration 43Q: 3 clusters Score -3214788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35908 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3214794.750000 Penalty: 3412.038818
	Iteration 44Q: 3 clusters Score -3214795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3214806.000000 Penalty: 3412.038818
	Iteration 45Q: 3 clusters Score -3214806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3214809.250000 Penalty: 3412.038818
	Iteration 46Q: 3 clusters Score -3214809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3214808.500000 Penalty: 3412.038818
	Iteration 47Q: 3 clusters Score -3214808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3214810.500000 Penalty: 3412.038818
	Iteration 48Q: 3 clusters Score -3214810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3214814.500000 Penalty: 3412.038818
	Iteration 49Q: 3 clusters Score -3214814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -3214819.250000 Penalty: 3412.038818
	Iteration 50Q: 3 clusters Score -3214819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35935 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3214818.750000 Penalty: 3412.038818
	Iteration 51Q: 3 clusters Score -3214819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3214817.500000 Penalty: 3412.038818
	Iteration 52Q: 3 clusters Score -3214818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3214818.250000 Penalty: 3412.038818
	Iteration 53Q: 3 clusters Score -3214818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35946 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3214820.000000 Penalty: 3412.038818
	Iteration 54Q: 3 clusters Score -3214820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35949 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3214823.750000 Penalty: 3412.038818
	Iteration 55Q: 3 clusters Score -3214824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3214822.750000 Penalty: 3412.038818
	Iteration 56Q: 3 clusters Score -3214823 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3214822.750000 Penalty: 3412.038818
	Iteration 57F: 3 clusters Score -3214823 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Entering Unmasked Estep 
Score: -79625.726562 Penalty: 1151.594971
	Iteration 0F: 2 clusters Score -79625.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -78127.187500 Penalty: 2303.189941
	Iteration 0F: 3 clusters Score -78127.19 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -78546.218750 Penalty: 2303.189941
	Iteration 1F: 3 clusters Score -78546.22 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -78663.882812 Penalty: 2303.189941
	Iteration 2F: 3 clusters Score -78663.88 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78706.718750 Penalty: 2303.189941
	Iteration 3Q: 3 clusters Score -78706.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78755.953125 Penalty: 2303.189941
	Iteration 4Q: 3 clusters Score -78755.95 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -78825.023438 Penalty: 2303.189941
	Iteration 5Q: 3 clusters Score -78825.02 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -78857.078125 Penalty: 2303.189941
	Iteration 6Q: 3 clusters Score -78857.08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -78885.820312 Penalty: 2303.189941
	Iteration 7Q: 3 clusters Score -78885.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -78910.609375 Penalty: 2303.189941
	Iteration 8Q: 3 clusters Score -78910.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78937.273438 Penalty: 2303.189941
	Iteration 9Q: 3 clusters Score -78937.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -78967.718750 Penalty: 2303.189941
	Iteration 10Q: 3 clusters Score -78967.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -78996.210938 Penalty: 2303.189941
	Iteration 11Q: 3 clusters Score -78996.21 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79029.960938 Penalty: 2303.189941
	Iteration 12Q: 3 clusters Score -79029.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79046.992188 Penalty: 2303.189941
	Iteration 13Q: 3 clusters Score -79046.99 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -79063.578125 Penalty: 2303.189941
	Iteration 14Q: 3 clusters Score -79063.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -79073.398438 Penalty: 2303.189941
	Iteration 15Q: 3 clusters Score -79073.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79079.054688 Penalty: 2303.189941
	Iteration 16Q: 3 clusters Score -79079.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -79086.882812 Penalty: 2303.189941
	Iteration 17Q: 3 clusters Score -79086.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79097.304688 Penalty: 2303.189941
	Iteration 18Q: 3 clusters Score -79097.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -79108.289062 Penalty: 2303.189941
	Iteration 19Q: 3 clusters Score -79108.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79118.796875 Penalty: 2303.189941
	Iteration 20F: 3 clusters Score -79118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -79126.000000 Penalty: 2303.189941
	Iteration 21Q: 3 clusters Score -79126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -79132.125000 Penalty: 2303.189941
	Iteration 22Q: 3 clusters Score -79132.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -79134.281250 Penalty: 2303.189941
	Iteration 23Q: 3 clusters Score -79134.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79136.898438 Penalty: 2303.189941
	Iteration 24Q: 3 clusters Score -79136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -79136.898438 Penalty: 2303.189941
	Iteration 25F: 3 clusters Score -79136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Entering Unmasked Estep 
Score: -321187.531250 Penalty: 1336.687744
	Iteration 0F: 2 clusters Score -321187.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -318080.968750 Penalty: 2673.375488
	Iteration 0F: 3 clusters Score -318081 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -319185.343750 Penalty: 2673.375488
	Iteration 1F: 3 clusters Score -319185.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -319551.250000 Penalty: 2673.375488
	Iteration 2F: 3 clusters Score -319551.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -319864.562500 Penalty: 2673.375488
	Iteration 3F: 3 clusters Score -319864.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -320099.406250 Penalty: 2673.375488
	Iteration 4F: 3 clusters Score -320099.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -320262.031250 Penalty: 2673.375488
	Iteration 5F: 3 clusters Score -320262 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -320361.906250 Penalty: 2673.375488
	Iteration 6Q: 3 clusters Score -320361.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -320436.281250 Penalty: 2673.375488
	Iteration 7Q: 3 clusters Score -320436.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -320486.093750 Penalty: 2673.375488
	Iteration 8Q: 3 clusters Score -320486.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -320513.718750 Penalty: 2673.375488
	Iteration 9Q: 3 clusters Score -320513.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -320534.343750 Penalty: 2673.375488
	Iteration 10Q: 3 clusters Score -320534.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -320558.781250 Penalty: 2673.375488
	Iteration 11Q: 3 clusters Score -320558.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -320572.406250 Penalty: 2673.375488
	Iteration 12Q: 3 clusters Score -320572.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -320581.031250 Penalty: 2673.375488
	Iteration 13Q: 3 clusters Score -320581 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -320591.468750 Penalty: 2673.375488
	Iteration 14Q: 3 clusters Score -320591.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -320604.406250 Penalty: 2673.375488
	Iteration 15Q: 3 clusters Score -320604.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -320614.218750 Penalty: 2673.375488
	Iteration 16Q: 3 clusters Score -320614.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -320620.968750 Penalty: 2673.375488
	Iteration 17Q: 3 clusters Score -320621 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -320627.906250 Penalty: 2673.375488
	Iteration 18Q: 3 clusters Score -320627.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -320632.500000 Penalty: 2673.375488
	Iteration 19Q: 3 clusters Score -320632.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -320635.062500 Penalty: 2673.375488
	Iteration 20F: 3 clusters Score -320635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -320639.343750 Penalty: 2673.375488
	Iteration 21Q: 3 clusters Score -320639.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -320640.093750 Penalty: 2673.375488
	Iteration 22Q: 3 clusters Score -320640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -320642.093750 Penalty: 2673.375488
	Iteration 23Q: 3 clusters Score -320642.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -320643.937500 Penalty: 2673.375488
	Iteration 24Q: 3 clusters Score -320643.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -320644.812500 Penalty: 2673.375488
	Iteration 25Q: 3 clusters Score -320644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -320645.343750 Penalty: 2673.375488
	Iteration 26Q: 3 clusters Score -320645.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -320646.875000 Penalty: 2673.375488
	Iteration 27Q: 3 clusters Score -320646.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -320647.500000 Penalty: 2673.375488
	Iteration 28Q: 3 clusters Score -320647.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -320648.125000 Penalty: 2673.375488
	Iteration 29Q: 3 clusters Score -320648.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -320648.906250 Penalty: 2673.375488
	Iteration 30Q: 3 clusters Score -320648.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -320648.718750 Penalty: 2673.375488
	Iteration 31Q: 3 clusters Score -320648.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -320649.656250 Penalty: 2673.375488
	Iteration 32Q: 3 clusters Score -320649.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -320650.750000 Penalty: 2673.375488
	Iteration 33Q: 3 clusters Score -320650.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -320652.250000 Penalty: 2673.375488
	Iteration 34Q: 3 clusters Score -320652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -320654.250000 Penalty: 2673.375488
	Iteration 35Q: 3 clusters Score -320654.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -320656.625000 Penalty: 2673.375488
	Iteration 36Q: 3 clusters Score -320656.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -320658.281250 Penalty: 2673.375488
	Iteration 37Q: 3 clusters Score -320658.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -320657.812500 Penalty: 2673.375488
	Iteration 38Q: 3 clusters Score -320657.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -320659.937500 Penalty: 2673.375488
	Iteration 39Q: 3 clusters Score -320659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -320660.843750 Penalty: 2673.375488
	Iteration 40F: 3 clusters Score -320660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -320661.156250 Penalty: 2673.375488
	Iteration 41Q: 3 clusters Score -320661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -320661.593750 Penalty: 2673.375488
	Iteration 42Q: 3 clusters Score -320661.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -320661.593750 Penalty: 2673.375488
	Iteration 43F: 3 clusters Score -320661.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (44639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Entering Unmasked Estep 
Score: -3919983.000000 Penalty: 1739.784058
	Iteration 0F: 2 clusters Score -3919983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 22475 members 
Entering Unmasked Estep 
Score: -3890162.500000 Penalty: 3479.568115
	Iteration 0F: 3 clusters Score -3890162 nChanged 20828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -3902013.000000 Penalty: 3479.568115
	Iteration 1F: 3 clusters Score -3902013 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3902958.750000 Penalty: 3479.568115
	Iteration 2F: 3 clusters Score -3902959 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3904402.750000 Penalty: 3479.568115
	Iteration 3F: 3 clusters Score -3904403 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 29863 members 
Entering Unmasked Estep 
Score: -3906437.500000 Penalty: 3479.568115
	Iteration 4F: 3 clusters Score -3906438 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 32877 members 
Entering Unmasked Estep 
Score: -3908995.500000 Penalty: 3479.568115
	Iteration 5F: 3 clusters Score -3908996 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -3911730.250000 Penalty: 3479.568115
	Iteration 6F: 3 clusters Score -3911730 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -3914034.500000 Penalty: 3479.568115
	Iteration 7F: 3 clusters Score -3914034 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 40595 members 
Entering Unmasked Estep 
Score: -3915837.000000 Penalty: 3479.568115
	Iteration 8Q: 3 clusters Score -3915837 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 42043 members 
Entering Unmasked Estep 
Score: -3917017.000000 Penalty: 3479.568115
	Iteration 9Q: 3 clusters Score -3917017 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -3917718.500000 Penalty: 3479.568115
	Iteration 10Q: 3 clusters Score -3917718 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -3918092.000000 Penalty: 3479.568115
	Iteration 11Q: 3 clusters Score -3918092 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 43738 members 
Entering Unmasked Estep 
Score: -3918319.250000 Penalty: 3479.568115
	Iteration 12Q: 3 clusters Score -3918319 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -3918453.500000 Penalty: 3479.568115
	Iteration 13Q: 3 clusters Score -3918454 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -3918531.750000 Penalty: 3479.568115
	Iteration 14Q: 3 clusters Score -3918532 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -3918596.500000 Penalty: 3479.568115
	Iteration 15Q: 3 clusters Score -3918596 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 44043 members 
Entering Unmasked Estep 
Score: -3918645.000000 Penalty: 3479.568115
	Iteration 16Q: 3 clusters Score -3918645 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -3918668.500000 Penalty: 3479.568115
	Iteration 17Q: 3 clusters Score -3918668 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -3918685.000000 Penalty: 3479.568115
	Iteration 18Q: 3 clusters Score -3918685 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44087 members 
Entering Unmasked Estep 
Score: -3918703.000000 Penalty: 3479.568115
	Iteration 19Q: 3 clusters Score -3918703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -3918714.750000 Penalty: 3479.568115
	Iteration 20F: 3 clusters Score -3918715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 44100 members 
Entering Unmasked Estep 
Score: -3918719.500000 Penalty: 3479.568115
	Iteration 21Q: 3 clusters Score -3918720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -3918722.500000 Penalty: 3479.568115
	Iteration 22Q: 3 clusters Score -3918722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -3918736.000000 Penalty: 3479.568115
	Iteration 23Q: 3 clusters Score -3918736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -3918739.500000 Penalty: 3479.568115
	Iteration 24Q: 3 clusters Score -3918740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -3918755.750000 Penalty: 3479.568115
	Iteration 25Q: 3 clusters Score -3918756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -3918766.250000 Penalty: 3479.568115
	Iteration 26Q: 3 clusters Score -3918766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 44109 members 
Entering Unmasked Estep 
Score: -3918770.000000 Penalty: 3479.568115
	Iteration 27Q: 3 clusters Score -3918770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44112 members 
Entering Unmasked Estep 
Score: -3918773.250000 Penalty: 3479.568115
	Iteration 28Q: 3 clusters Score -3918773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -3918777.250000 Penalty: 3479.568115
	Iteration 29Q: 3 clusters Score -3918777 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -3918785.000000 Penalty: 3479.568115
	Iteration 30Q: 3 clusters Score -3918785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -3918791.500000 Penalty: 3479.568115
	Iteration 31Q: 3 clusters Score -3918792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -3918794.750000 Penalty: 3479.568115
	Iteration 32Q: 3 clusters Score -3918795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -3918800.000000 Penalty: 3479.568115
	Iteration 33Q: 3 clusters Score -3918800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -3918807.000000 Penalty: 3479.568115
	Iteration 34Q: 3 clusters Score -3918807 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -3918817.500000 Penalty: 3479.568115
	Iteration 35Q: 3 clusters Score -3918818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -3918819.750000 Penalty: 3479.568115
	Iteration 36Q: 3 clusters Score -3918820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -3918827.250000 Penalty: 3479.568115
	Iteration 37Q: 3 clusters Score -3918827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -3918835.500000 Penalty: 3479.568115
	Iteration 38Q: 3 clusters Score -3918836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -3918835.000000 Penalty: 3479.568115
	Iteration 39Q: 3 clusters Score -3918835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -3918835.000000 Penalty: 3479.568115
	Iteration 40F: 3 clusters Score -3918835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -3918836.250000 Penalty: 3479.568115
	Iteration 41Q: 3 clusters Score -3918836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -3918843.500000 Penalty: 3479.568115
	Iteration 42Q: 3 clusters Score -3918844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 44132 members 
Entering Unmasked Estep 
Score: -3918843.000000 Penalty: 3479.568115
	Iteration 43Q: 3 clusters Score -3918843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -3918847.500000 Penalty: 3479.568115
	Iteration 44Q: 3 clusters Score -3918848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -3918846.250000 Penalty: 3479.568115
	Iteration 45Q: 3 clusters Score -3918846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -3918844.500000 Penalty: 3479.568115
	Iteration 46Q: 3 clusters Score -3918844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -3918849.250000 Penalty: 3479.568115
	Iteration 47Q: 3 clusters Score -3918849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 44127 members 
Entering Unmasked Estep 
Score: -3918849.250000 Penalty: 3479.568115
	Iteration 48F: 3 clusters Score -3918849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (4830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Entering Unmasked Estep 
Score: -415716.468750 Penalty: 1378.422852
	Iteration 0F: 2 clusters Score -415716.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -411874.343750 Penalty: 2756.845703
	Iteration 0F: 3 clusters Score -411874.3 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -413098.812500 Penalty: 2756.845703
	Iteration 1F: 3 clusters Score -413098.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -413585.343750 Penalty: 2756.845703
	Iteration 2F: 3 clusters Score -413585.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -414267.937500 Penalty: 2756.845703
	Iteration 3F: 3 clusters Score -414267.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -414938.156250 Penalty: 2756.845703
	Iteration 4F: 3 clusters Score -414938.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -415433.500000 Penalty: 2756.845703
	Iteration 5F: 3 clusters Score -415433.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -415731.468750 Penalty: 2756.845703
	Iteration 6Q: 3 clusters Score -415731.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -415861.687500 Penalty: 2756.845703
	Iteration 7Q: 3 clusters Score -415861.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -415938.500000 Penalty: 2756.845703
	Iteration 8Q: 3 clusters Score -415938.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -416001.218750 Penalty: 2756.845703
	Iteration 9Q: 3 clusters Score -416001.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -416081.687500 Penalty: 2756.845703
	Iteration 10Q: 3 clusters Score -416081.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -416152.312500 Penalty: 2756.845703
	Iteration 11Q: 3 clusters Score -416152.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -416203.468750 Penalty: 2756.845703
	Iteration 12Q: 3 clusters Score -416203.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -416221.625000 Penalty: 2756.845703
	Iteration 13Q: 3 clusters Score -416221.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -416229.062500 Penalty: 2756.845703
	Iteration 14Q: 3 clusters Score -416229.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -416230.562500 Penalty: 2756.845703
	Iteration 15Q: 3 clusters Score -416230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -416230.562500 Penalty: 2756.845703
	Iteration 16F: 3 clusters Score -416230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 915 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 3915 members 
Entering Unmasked Estep 
Score: -40898376.000000 Penalty: 89363.875000
Splitting cluster 6 changes total score from -40898568.000000 to -40898376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Entering Unmasked Estep 
Score: -3716878.750000 Penalty: 1728.697266
	Iteration 0F: 2 clusters Score -3716879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3688793.500000 Penalty: 3457.394531
	Iteration 0F: 3 clusters Score -3688794 nChanged 19599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -3700459.500000 Penalty: 3457.394531
	Iteration 1F: 3 clusters Score -3700460 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3701664.750000 Penalty: 3457.394531
	Iteration 2F: 3 clusters Score -3701665 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 26541 members 
Entering Unmasked Estep 
Score: -3703411.250000 Penalty: 3457.394531
	Iteration 3F: 3 clusters Score -3703411 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3705747.000000 Penalty: 3457.394531
	Iteration 4F: 3 clusters Score -3705747 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -3708173.000000 Penalty: 3457.394531
	Iteration 5F: 3 clusters Score -3708173 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -3710299.250000 Penalty: 3457.394531
	Iteration 6F: 3 clusters Score -3710299 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -3711921.500000 Penalty: 3457.394531
	Iteration 7F: 3 clusters Score -3711922 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -3713016.000000 Penalty: 3457.394531
	Iteration 8Q: 3 clusters Score -3713016 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -3713796.500000 Penalty: 3457.394531
	Iteration 9Q: 3 clusters Score -3713796 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -3714333.750000 Penalty: 3457.394531
	Iteration 10Q: 3 clusters Score -3714334 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -3714669.500000 Penalty: 3457.394531
	Iteration 11Q: 3 clusters Score -3714670 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -3714936.750000 Penalty: 3457.394531
	Iteration 12Q: 3 clusters Score -3714937 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -3715097.250000 Penalty: 3457.394531
	Iteration 13Q: 3 clusters Score -3715097 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -3715194.500000 Penalty: 3457.394531
	Iteration 14Q: 3 clusters Score -3715194 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -3715254.000000 Penalty: 3457.394531
	Iteration 15Q: 3 clusters Score -3715254 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -3715297.750000 Penalty: 3457.394531
	Iteration 16Q: 3 clusters Score -3715298 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -3715330.750000 Penalty: 3457.394531
	Iteration 17Q: 3 clusters Score -3715331 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -3715342.500000 Penalty: 3457.394531
	Iteration 18Q: 3 clusters Score -3715342 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 41145 members 
Entering Unmasked Estep 
Score: -3715360.000000 Penalty: 3457.394531
	Iteration 19Q: 3 clusters Score -3715360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -3715376.250000 Penalty: 3457.394531
	Iteration 20F: 3 clusters Score -3715376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -3715389.500000 Penalty: 3457.394531
	Iteration 21Q: 3 clusters Score -3715390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -3715408.250000 Penalty: 3457.394531
	Iteration 22Q: 3 clusters Score -3715408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 41194 members 
Entering Unmasked Estep 
Score: -3715409.750000 Penalty: 3457.394531
	Iteration 23Q: 3 clusters Score -3715410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -3715408.250000 Penalty: 3457.394531
	Iteration 24Q: 3 clusters Score -3715408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 41197 members 
Entering Unmasked Estep 
Score: -3715414.500000 Penalty: 3457.394531
	Iteration 25Q: 3 clusters Score -3715414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41198 members 
Entering Unmasked Estep 
Score: -3715415.000000 Penalty: 3457.394531
	Iteration 26Q: 3 clusters Score -3715415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -3715412.500000 Penalty: 3457.394531
	Iteration 27Q: 3 clusters Score -3715412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41199 members 
Entering Unmasked Estep 
Score: -3715412.500000 Penalty: 3457.394531
	Iteration 28F: 3 clusters Score -3715412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Entering Unmasked Estep 
Score: -84423.687500 Penalty: 1133.959717
	Iteration 0F: 2 clusters Score -84423.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82939.445312 Penalty: 2267.919434
	Iteration 0F: 3 clusters Score -82939.45 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -83270.507812 Penalty: 2267.919434
	Iteration 1F: 3 clusters Score -83270.51 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -83371.335938 Penalty: 2267.919434
	Iteration 2F: 3 clusters Score -83371.34 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -83418.812500 Penalty: 2267.919434
	Iteration 3Q: 3 clusters Score -83418.81 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -83451.554688 Penalty: 2267.919434
	Iteration 4Q: 3 clusters Score -83451.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -83465.773438 Penalty: 2267.919434
	Iteration 5Q: 3 clusters Score -83465.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -83477.984375 Penalty: 2267.919434
	Iteration 6Q: 3 clusters Score -83477.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -83492.265625 Penalty: 2267.919434
	Iteration 7Q: 3 clusters Score -83492.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -83498.203125 Penalty: 2267.919434
	Iteration 8Q: 3 clusters Score -83498.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -83503.015625 Penalty: 2267.919434
	Iteration 9Q: 3 clusters Score -83503.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -83508.164062 Penalty: 2267.919434
	Iteration 10Q: 3 clusters Score -83508.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -83511.921875 Penalty: 2267.919434
	Iteration 11Q: 3 clusters Score -83511.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -83514.609375 Penalty: 2267.919434
	Iteration 12Q: 3 clusters Score -83514.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -83516.742188 Penalty: 2267.919434
	Iteration 13Q: 3 clusters Score -83516.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -83519.773438 Penalty: 2267.919434
	Iteration 14Q: 3 clusters Score -83519.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83520.937500 Penalty: 2267.919434
	Iteration 15Q: 3 clusters Score -83520.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83523.062500 Penalty: 2267.919434
	Iteration 16Q: 3 clusters Score -83523.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -83523.851562 Penalty: 2267.919434
	Iteration 17Q: 3 clusters Score -83523.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -83524.710938 Penalty: 2267.919434
	Iteration 18Q: 3 clusters Score -83524.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83525.195312 Penalty: 2267.919434
	Iteration 19Q: 3 clusters Score -83525.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -83525.976562 Penalty: 2267.919434
	Iteration 20F: 3 clusters Score -83525.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83527.375000 Penalty: 2267.919434
	Iteration 21Q: 3 clusters Score -83527.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -83530.304688 Penalty: 2267.919434
	Iteration 22Q: 3 clusters Score -83530.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -83530.687500 Penalty: 2267.919434
	Iteration 23Q: 3 clusters Score -83530.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83531.992188 Penalty: 2267.919434
	Iteration 24Q: 3 clusters Score -83531.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -83531.992188 Penalty: 2267.919434
	Iteration 25F: 3 clusters Score -83531.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Entering Unmasked Estep 
Score: -318861.093750 Penalty: 1356.290771
	Iteration 0F: 2 clusters Score -318861.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -315433.531250 Penalty: 2712.581543
	Iteration 0F: 3 clusters Score -315433.5 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -316828.468750 Penalty: 2712.581543
	Iteration 1F: 3 clusters Score -316828.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -317411.343750 Penalty: 2712.581543
	Iteration 2F: 3 clusters Score -317411.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -317917.062500 Penalty: 2712.581543
	Iteration 3F: 3 clusters Score -317917.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -318372.218750 Penalty: 2712.581543
	Iteration 4F: 3 clusters Score -318372.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -318620.843750 Penalty: 2712.581543
	Iteration 5F: 3 clusters Score -318620.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -318750.812500 Penalty: 2712.581543
	Iteration 6Q: 3 clusters Score -318750.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -318838.843750 Penalty: 2712.581543
	Iteration 7Q: 3 clusters Score -318838.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -318888.906250 Penalty: 2712.581543
	Iteration 8Q: 3 clusters Score -318888.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -318920.468750 Penalty: 2712.581543
	Iteration 9Q: 3 clusters Score -318920.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -318938.375000 Penalty: 2712.581543
	Iteration 10Q: 3 clusters Score -318938.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -318946.875000 Penalty: 2712.581543
	Iteration 11Q: 3 clusters Score -318946.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -318952.250000 Penalty: 2712.581543
	Iteration 12Q: 3 clusters Score -318952.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -318958.875000 Penalty: 2712.581543
	Iteration 13Q: 3 clusters Score -318958.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -318963.500000 Penalty: 2712.581543
	Iteration 14Q: 3 clusters Score -318963.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -318967.093750 Penalty: 2712.581543
	Iteration 15Q: 3 clusters Score -318967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -318969.531250 Penalty: 2712.581543
	Iteration 16Q: 3 clusters Score -318969.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -318974.562500 Penalty: 2712.581543
	Iteration 17Q: 3 clusters Score -318974.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -318978.250000 Penalty: 2712.581543
	Iteration 18Q: 3 clusters Score -318978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -318979.562500 Penalty: 2712.581543
	Iteration 19Q: 3 clusters Score -318979.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -318980.593750 Penalty: 2712.581543
	Iteration 20F: 3 clusters Score -318980.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -318980.437500 Penalty: 2712.581543
	Iteration 21Q: 3 clusters Score -318980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -318980.437500 Penalty: 2712.581543
	Iteration 22F: 3 clusters Score -318980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 1107 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 3108 members 
Entering Unmasked Estep 
Score: -40897808.000000 Penalty: 89363.875000
Splitting cluster 9 changes total score from -40898568.000000 to -40897808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -194807.312500 Penalty: 1266.055298
	Iteration 0F: 2 clusters Score -194807.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -192497.609375 Penalty: 2532.110596
	Iteration 0F: 3 clusters Score -192497.6 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -193172.562500 Penalty: 2532.110596
	Iteration 1F: 3 clusters Score -193172.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -193469.984375 Penalty: 2532.110596
	Iteration 2F: 3 clusters Score -193470 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -193742.281250 Penalty: 2532.110596
	Iteration 3F: 3 clusters Score -193742.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -193916.109375 Penalty: 2532.110596
	Iteration 4F: 3 clusters Score -193916.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -194039.234375 Penalty: 2532.110596
	Iteration 5Q: 3 clusters Score -194039.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -194188.687500 Penalty: 2532.110596
	Iteration 6Q: 3 clusters Score -194188.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -194320.546875 Penalty: 2532.110596
	Iteration 7Q: 3 clusters Score -194320.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -194441.718750 Penalty: 2532.110596
	Iteration 8Q: 3 clusters Score -194441.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194516.203125 Penalty: 2532.110596
	Iteration 9Q: 3 clusters Score -194516.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -194559.750000 Penalty: 2532.110596
	Iteration 10Q: 3 clusters Score -194559.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -194611.093750 Penalty: 2532.110596
	Iteration 11Q: 3 clusters Score -194611.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -194640.406250 Penalty: 2532.110596
	Iteration 12Q: 3 clusters Score -194640.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -194662.500000 Penalty: 2532.110596
	Iteration 13Q: 3 clusters Score -194662.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -194675.875000 Penalty: 2532.110596
	Iteration 14Q: 3 clusters Score -194675.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -194688.078125 Penalty: 2532.110596
	Iteration 15Q: 3 clusters Score -194688.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -194698.296875 Penalty: 2532.110596
	Iteration 16Q: 3 clusters Score -194698.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -194708.843750 Penalty: 2532.110596
	Iteration 17Q: 3 clusters Score -194708.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -194717.453125 Penalty: 2532.110596
	Iteration 18Q: 3 clusters Score -194717.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -194724.640625 Penalty: 2532.110596
	Iteration 19Q: 3 clusters Score -194724.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -194732.734375 Penalty: 2532.110596
	Iteration 20F: 3 clusters Score -194732.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -194741.906250 Penalty: 2532.110596
	Iteration 21Q: 3 clusters Score -194741.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -194745.984375 Penalty: 2532.110596
	Iteration 22Q: 3 clusters Score -194746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -194749.421875 Penalty: 2532.110596
	Iteration 23Q: 3 clusters Score -194749.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -194750.640625 Penalty: 2532.110596
	Iteration 24Q: 3 clusters Score -194750.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -194752.265625 Penalty: 2532.110596
	Iteration 25Q: 3 clusters Score -194752.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -194753.375000 Penalty: 2532.110596
	Iteration 26Q: 3 clusters Score -194753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194754.984375 Penalty: 2532.110596
	Iteration 27Q: 3 clusters Score -194755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194756.078125 Penalty: 2532.110596
	Iteration 28Q: 3 clusters Score -194756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194756.640625 Penalty: 2532.110596
	Iteration 29Q: 3 clusters Score -194756.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -194757.328125 Penalty: 2532.110596
	Iteration 30Q: 3 clusters Score -194757.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194759.203125 Penalty: 2532.110596
	Iteration 31Q: 3 clusters Score -194759.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194759.781250 Penalty: 2532.110596
	Iteration 32Q: 3 clusters Score -194759.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194759.781250 Penalty: 2532.110596
	Iteration 33F: 3 clusters Score -194759.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -341817.156250 Penalty: 1351.597290
	Iteration 0F: 2 clusters Score -341817.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -338424.125000 Penalty: 2703.194580
	Iteration 0F: 3 clusters Score -338424.1 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -339566.906250 Penalty: 2703.194580
	Iteration 1F: 3 clusters Score -339566.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -339999.968750 Penalty: 2703.194580
	Iteration 2F: 3 clusters Score -340000 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -340549.968750 Penalty: 2703.194580
	Iteration 3F: 3 clusters Score -340550 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -341090.906250 Penalty: 2703.194580
	Iteration 4F: 3 clusters Score -341090.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -341455.656250 Penalty: 2703.194580
	Iteration 5F: 3 clusters Score -341455.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341676.312500 Penalty: 2703.194580
	Iteration 6F: 3 clusters Score -341676.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -341809.750000 Penalty: 2703.194580
	Iteration 7Q: 3 clusters Score -341809.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -341899.281250 Penalty: 2703.194580
	Iteration 8Q: 3 clusters Score -341899.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341953.468750 Penalty: 2703.194580
	Iteration 9Q: 3 clusters Score -341953.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -341995.812500 Penalty: 2703.194580
	Iteration 10Q: 3 clusters Score -341995.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -342032.406250 Penalty: 2703.194580
	Iteration 11Q: 3 clusters Score -342032.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -342060.218750 Penalty: 2703.194580
	Iteration 12Q: 3 clusters Score -342060.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -342079.718750 Penalty: 2703.194580
	Iteration 13Q: 3 clusters Score -342079.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -342092.781250 Penalty: 2703.194580
	Iteration 14Q: 3 clusters Score -342092.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -342099.937500 Penalty: 2703.194580
	Iteration 15Q: 3 clusters Score -342099.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -342102.750000 Penalty: 2703.194580
	Iteration 16Q: 3 clusters Score -342102.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -342104.718750 Penalty: 2703.194580
	Iteration 17Q: 3 clusters Score -342104.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -342105.125000 Penalty: 2703.194580
	Iteration 18Q: 3 clusters Score -342105.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -342106.218750 Penalty: 2703.194580
	Iteration 19Q: 3 clusters Score -342106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -342106.843750 Penalty: 2703.194580
	Iteration 20F: 3 clusters Score -342106.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -342107.812500 Penalty: 2703.194580
	Iteration 21Q: 3 clusters Score -342107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -342107.812500 Penalty: 2703.194580
	Iteration 22Q: 3 clusters Score -342107.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342107.656250 Penalty: 2703.194580
	Iteration 23Q: 3 clusters Score -342107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -342107.656250 Penalty: 2703.194580
	Iteration 24F: 3 clusters Score -342107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 20670 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 1789 members 
Entering Unmasked Estep 
Score: -40898160.000000 Penalty: 89363.875000
Splitting cluster 11 changes total score from -40898568.000000 to -40898160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (12702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Entering Unmasked Estep 
Score: -1100882.125000 Penalty: 1535.546143
	Iteration 0F: 2 clusters Score -1100882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1091936.250000 Penalty: 3071.092285
	Iteration 0F: 3 clusters Score -1091936 nChanged 5551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1095024.250000 Penalty: 3071.092285
	Iteration 1F: 3 clusters Score -1095024 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1095603.250000 Penalty: 3071.092285
	Iteration 2F: 3 clusters Score -1095603 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1096293.250000 Penalty: 3071.092285
	Iteration 3F: 3 clusters Score -1096293 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1097024.500000 Penalty: 3071.092285
	Iteration 4F: 3 clusters Score -1097024 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1097703.375000 Penalty: 3071.092285
	Iteration 5F: 3 clusters Score -1097703 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1098352.125000 Penalty: 3071.092285
	Iteration 6F: 3 clusters Score -1098352 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -1098864.875000 Penalty: 3071.092285
	Iteration 7F: 3 clusters Score -1098865 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1099244.500000 Penalty: 3071.092285
	Iteration 8Q: 3 clusters Score -1099244 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1099589.250000 Penalty: 3071.092285
	Iteration 9Q: 3 clusters Score -1099589 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1099886.500000 Penalty: 3071.092285
	Iteration 10Q: 3 clusters Score -1099886 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1100107.375000 Penalty: 3071.092285
	Iteration 11Q: 3 clusters Score -1100107 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -1100239.625000 Penalty: 3071.092285
	Iteration 12Q: 3 clusters Score -1100240 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1100309.875000 Penalty: 3071.092285
	Iteration 13Q: 3 clusters Score -1100310 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -1100346.625000 Penalty: 3071.092285
	Iteration 14Q: 3 clusters Score -1100347 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1100368.250000 Penalty: 3071.092285
	Iteration 15Q: 3 clusters Score -1100368 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1100389.500000 Penalty: 3071.092285
	Iteration 16Q: 3 clusters Score -1100390 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1100400.500000 Penalty: 3071.092285
	Iteration 17Q: 3 clusters Score -1100400 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1100404.500000 Penalty: 3071.092285
	Iteration 18Q: 3 clusters Score -1100404 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -1100411.125000 Penalty: 3071.092285
	Iteration 19Q: 3 clusters Score -1100411 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -1100417.125000 Penalty: 3071.092285
	Iteration 20F: 3 clusters Score -1100417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -1100418.625000 Penalty: 3071.092285
	Iteration 21Q: 3 clusters Score -1100419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1100420.250000 Penalty: 3071.092285
	Iteration 22Q: 3 clusters Score -1100420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1100419.250000 Penalty: 3071.092285
	Iteration 23Q: 3 clusters Score -1100419 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1100423.875000 Penalty: 3071.092285
	Iteration 24Q: 3 clusters Score -1100424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -1100426.000000 Penalty: 3071.092285
	Iteration 25Q: 3 clusters Score -1100426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -1100426.250000 Penalty: 3071.092285
	Iteration 26Q: 3 clusters Score -1100426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1100426.250000 Penalty: 3071.092285
	Iteration 27Q: 3 clusters Score -1100426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -1100430.125000 Penalty: 3071.092285
	Iteration 28Q: 3 clusters Score -1100430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1100430.500000 Penalty: 3071.092285
	Iteration 29Q: 3 clusters Score -1100430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1100432.000000 Penalty: 3071.092285
	Iteration 30Q: 3 clusters Score -1100432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1100431.625000 Penalty: 3071.092285
	Iteration 31Q: 3 clusters Score -1100432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1100434.125000 Penalty: 3071.092285
	Iteration 32Q: 3 clusters Score -1100434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -1100433.375000 Penalty: 3071.092285
	Iteration 33Q: 3 clusters Score -1100433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1100433.250000 Penalty: 3071.092285
	Iteration 34Q: 3 clusters Score -1100433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1100432.375000 Penalty: 3071.092285
	Iteration 35Q: 3 clusters Score -1100432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1100434.125000 Penalty: 3071.092285
	Iteration 36Q: 3 clusters Score -1100434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1100434.375000 Penalty: 3071.092285
	Iteration 37Q: 3 clusters Score -1100434 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1100434.375000 Penalty: 3071.092285
	Iteration 38F: 3 clusters Score -1100434 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Entering Unmasked Estep 
Score: -133992.250000 Penalty: 1205.161499
	Iteration 0F: 2 clusters Score -133992.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -132131.015625 Penalty: 2410.322998
	Iteration 0F: 3 clusters Score -132131 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -132563.859375 Penalty: 2410.322998
	Iteration 1F: 3 clusters Score -132563.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -132715.859375 Penalty: 2410.322998
	Iteration 2F: 3 clusters Score -132715.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -132833.812500 Penalty: 2410.322998
	Iteration 3F: 3 clusters Score -132833.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -132952.828125 Penalty: 2410.322998
	Iteration 4F: 3 clusters Score -132952.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -133051.656250 Penalty: 2410.322998
	Iteration 5Q: 3 clusters Score -133051.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -133116.187500 Penalty: 2410.322998
	Iteration 6Q: 3 clusters Score -133116.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -133201.484375 Penalty: 2410.322998
	Iteration 7Q: 3 clusters Score -133201.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133262.984375 Penalty: 2410.322998
	Iteration 8Q: 3 clusters Score -133263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -133296.015625 Penalty: 2410.322998
	Iteration 9Q: 3 clusters Score -133296 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -133326.750000 Penalty: 2410.322998
	Iteration 10Q: 3 clusters Score -133326.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -133344.187500 Penalty: 2410.322998
	Iteration 11Q: 3 clusters Score -133344.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -133352.843750 Penalty: 2410.322998
	Iteration 12Q: 3 clusters Score -133352.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -133360.484375 Penalty: 2410.322998
	Iteration 13Q: 3 clusters Score -133360.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -133364.515625 Penalty: 2410.322998
	Iteration 14Q: 3 clusters Score -133364.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -133366.437500 Penalty: 2410.322998
	Iteration 15Q: 3 clusters Score -133366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -133367.859375 Penalty: 2410.322998
	Iteration 16Q: 3 clusters Score -133367.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -133368.640625 Penalty: 2410.322998
	Iteration 17Q: 3 clusters Score -133368.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -133369.234375 Penalty: 2410.322998
	Iteration 18Q: 3 clusters Score -133369.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -133369.593750 Penalty: 2410.322998
	Iteration 19Q: 3 clusters Score -133369.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -133371.187500 Penalty: 2410.322998
	Iteration 20F: 3 clusters Score -133371.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -133372.953125 Penalty: 2410.322998
	Iteration 21Q: 3 clusters Score -133373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -133372.953125 Penalty: 2410.322998
	Iteration 22F: 3 clusters Score -133373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Entering Unmasked Estep 
Score: -524821.000000 Penalty: 1430.312134
	Iteration 0F: 2 clusters Score -524821 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 3331 members 
Entering Unmasked Estep 
Score: -519827.343750 Penalty: 2860.624268
	Iteration 0F: 3 clusters Score -519827.3 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -521582.250000 Penalty: 2860.624268
	Iteration 1F: 3 clusters Score -521582.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -522054.281250 Penalty: 2860.624268
	Iteration 2F: 3 clusters Score -522054.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -522544.062500 Penalty: 2860.624268
	Iteration 3F: 3 clusters Score -522544.1 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -523052.125000 Penalty: 2860.624268
	Iteration 4F: 3 clusters Score -523052.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -523423.250000 Penalty: 2860.624268
	Iteration 5F: 3 clusters Score -523423.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -523670.843750 Penalty: 2860.624268
	Iteration 6F: 3 clusters Score -523670.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -523806.843750 Penalty: 2860.624268
	Iteration 7Q: 3 clusters Score -523806.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -523882.437500 Penalty: 2860.624268
	Iteration 8Q: 3 clusters Score -523882.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -523926.593750 Penalty: 2860.624268
	Iteration 9Q: 3 clusters Score -523926.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -523956.718750 Penalty: 2860.624268
	Iteration 10Q: 3 clusters Score -523956.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -523979.156250 Penalty: 2860.624268
	Iteration 11Q: 3 clusters Score -523979.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -523991.531250 Penalty: 2860.624268
	Iteration 12Q: 3 clusters Score -523991.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -523998.375000 Penalty: 2860.624268
	Iteration 13Q: 3 clusters Score -523998.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -524004.781250 Penalty: 2860.624268
	Iteration 14Q: 3 clusters Score -524004.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -524011.343750 Penalty: 2860.624268
	Iteration 15Q: 3 clusters Score -524011.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -524015.906250 Penalty: 2860.624268
	Iteration 16Q: 3 clusters Score -524015.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -524017.968750 Penalty: 2860.624268
	Iteration 17Q: 3 clusters Score -524018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -524021.562500 Penalty: 2860.624268
	Iteration 18Q: 3 clusters Score -524021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -524020.968750 Penalty: 2860.624268
	Iteration 19Q: 3 clusters Score -524021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -524023.875000 Penalty: 2860.624268
	Iteration 20F: 3 clusters Score -524023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -524025.031250 Penalty: 2860.624268
	Iteration 21Q: 3 clusters Score -524025 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -524026.906250 Penalty: 2860.624268
	Iteration 22Q: 3 clusters Score -524026.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -524029.218750 Penalty: 2860.624268
	Iteration 23Q: 3 clusters Score -524029.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -524032.250000 Penalty: 2860.624268
	Iteration 24Q: 3 clusters Score -524032.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -524034.562500 Penalty: 2860.624268
	Iteration 25Q: 3 clusters Score -524034.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -524035.593750 Penalty: 2860.624268
	Iteration 26Q: 3 clusters Score -524035.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -524037.437500 Penalty: 2860.624268
	Iteration 27Q: 3 clusters Score -524037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -524038.531250 Penalty: 2860.624268
	Iteration 28Q: 3 clusters Score -524038.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -524039.375000 Penalty: 2860.624268
	Iteration 29Q: 3 clusters Score -524039.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -524039.031250 Penalty: 2860.624268
	Iteration 30Q: 3 clusters Score -524039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -524040.843750 Penalty: 2860.624268
	Iteration 31Q: 3 clusters Score -524040.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -524040.750000 Penalty: 2860.624268
	Iteration 32Q: 3 clusters Score -524040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -524042.062500 Penalty: 2860.624268
	Iteration 33Q: 3 clusters Score -524042.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -524041.843750 Penalty: 2860.624268
	Iteration 34Q: 3 clusters Score -524041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -524042.781250 Penalty: 2860.624268
	Iteration 35Q: 3 clusters Score -524042.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -524043.718750 Penalty: 2860.624268
	Iteration 36Q: 3 clusters Score -524043.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -524043.468750 Penalty: 2860.624268
	Iteration 37Q: 3 clusters Score -524043.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -524045.562500 Penalty: 2860.624268
	Iteration 38Q: 3 clusters Score -524045.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -524044.125000 Penalty: 2860.624268
	Iteration 39Q: 3 clusters Score -524044.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -524046.187500 Penalty: 2860.624268
	Iteration 40F: 3 clusters Score -524046.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -524045.812500 Penalty: 2860.624268
	Iteration 41Q: 3 clusters Score -524045.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -524047.531250 Penalty: 2860.624268
	Iteration 42Q: 3 clusters Score -524047.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -524048.187500 Penalty: 2860.624268
	Iteration 43Q: 3 clusters Score -524048.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -524047.750000 Penalty: 2860.624268
	Iteration 44Q: 3 clusters Score -524047.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -524047.937500 Penalty: 2860.624268
	Iteration 45Q: 3 clusters Score -524047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -524047.875000 Penalty: 2860.624268
	Iteration 46Q: 3 clusters Score -524047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -524048.000000 Penalty: 2860.624268
	Iteration 47Q: 3 clusters Score -524048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -524048.500000 Penalty: 2860.624268
	Iteration 48Q: 3 clusters Score -524048.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -524049.687500 Penalty: 2860.624268
	Iteration 49Q: 3 clusters Score -524049.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -524049.500000 Penalty: 2860.624268
	Iteration 50Q: 3 clusters Score -524049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -524050.500000 Penalty: 2860.624268
	Iteration 51Q: 3 clusters Score -524050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -524050.750000 Penalty: 2860.624268
	Iteration 52Q: 3 clusters Score -524050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -524051.281250 Penalty: 2860.624268
	Iteration 53Q: 3 clusters Score -524051.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -524051.593750 Penalty: 2860.624268
	Iteration 54Q: 3 clusters Score -524051.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -524052.843750 Penalty: 2860.624268
	Iteration 55Q: 3 clusters Score -524052.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -524052.843750 Penalty: 2860.624268
	Iteration 56F: 3 clusters Score -524052.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (36890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Entering Unmasked Estep 
Score: -3251826.250000 Penalty: 1708.800537
	Iteration 0F: 2 clusters Score -3251826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3227044.500000 Penalty: 3417.601074
	Iteration 0F: 3 clusters Score -3227044 nChanged 17122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3236847.000000 Penalty: 3417.601074
	Iteration 1F: 3 clusters Score -3236847 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -3237706.000000 Penalty: 3417.601074
	Iteration 2F: 3 clusters Score -3237706 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -3238916.500000 Penalty: 3417.601074
	Iteration 3F: 3 clusters Score -3238916 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -3240637.750000 Penalty: 3417.601074
	Iteration 4F: 3 clusters Score -3240638 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -3242910.000000 Penalty: 3417.601074
	Iteration 5F: 3 clusters Score -3242910 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -3245394.500000 Penalty: 3417.601074
	Iteration 6F: 3 clusters Score -3245394 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3247396.000000 Penalty: 3417.601074
	Iteration 7F: 3 clusters Score -3247396 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -3248715.000000 Penalty: 3417.601074
	Iteration 8Q: 3 clusters Score -3248715 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3249390.250000 Penalty: 3417.601074
	Iteration 9Q: 3 clusters Score -3249390 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3249782.000000 Penalty: 3417.601074
	Iteration 10Q: 3 clusters Score -3249782 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3250013.250000 Penalty: 3417.601074
	Iteration 11Q: 3 clusters Score -3250013 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3250136.500000 Penalty: 3417.601074
	Iteration 12Q: 3 clusters Score -3250136 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3250192.750000 Penalty: 3417.601074
	Iteration 13Q: 3 clusters Score -3250193 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -3250225.250000 Penalty: 3417.601074
	Iteration 14Q: 3 clusters Score -3250225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34290 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3250251.500000 Penalty: 3417.601074
	Iteration 15Q: 3 clusters Score -3250252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3250269.000000 Penalty: 3417.601074
	Iteration 16Q: 3 clusters Score -3250269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -3250292.750000 Penalty: 3417.601074
	Iteration 17Q: 3 clusters Score -3250293 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -3250309.000000 Penalty: 3417.601074
	Iteration 18Q: 3 clusters Score -3250309 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3250317.250000 Penalty: 3417.601074
	Iteration 19Q: 3 clusters Score -3250317 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3250334.500000 Penalty: 3417.601074
	Iteration 20F: 3 clusters Score -3250334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3250338.500000 Penalty: 3417.601074
	Iteration 21Q: 3 clusters Score -3250338 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3250341.500000 Penalty: 3417.601074
	Iteration 22Q: 3 clusters Score -3250342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3250341.250000 Penalty: 3417.601074
	Iteration 23Q: 3 clusters Score -3250341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3250352.500000 Penalty: 3417.601074
	Iteration 24Q: 3 clusters Score -3250352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3250364.250000 Penalty: 3417.601074
	Iteration 25Q: 3 clusters Score -3250364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3250369.750000 Penalty: 3417.601074
	Iteration 26Q: 3 clusters Score -3250370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3250370.500000 Penalty: 3417.601074
	Iteration 27Q: 3 clusters Score -3250370 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34740 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3250378.250000 Penalty: 3417.601074
	Iteration 28Q: 3 clusters Score -3250378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3250379.250000 Penalty: 3417.601074
	Iteration 29Q: 3 clusters Score -3250379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34795 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3250388.000000 Penalty: 3417.601074
	Iteration 30Q: 3 clusters Score -3250388 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -3250397.250000 Penalty: 3417.601074
	Iteration 31Q: 3 clusters Score -3250397 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34845 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3250403.000000 Penalty: 3417.601074
	Iteration 32Q: 3 clusters Score -3250403 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3250409.500000 Penalty: 3417.601074
	Iteration 33Q: 3 clusters Score -3250410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34897 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3250413.250000 Penalty: 3417.601074
	Iteration 34Q: 3 clusters Score -3250413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -3250426.750000 Penalty: 3417.601074
	Iteration 35Q: 3 clusters Score -3250427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3250434.250000 Penalty: 3417.601074
	Iteration 36Q: 3 clusters Score -3250434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34969 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3250431.500000 Penalty: 3417.601074
	Iteration 37Q: 3 clusters Score -3250432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3250437.250000 Penalty: 3417.601074
	Iteration 38Q: 3 clusters Score -3250437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3250439.000000 Penalty: 3417.601074
	Iteration 39Q: 3 clusters Score -3250439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35010 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -3250436.250000 Penalty: 3417.601074
	Iteration 40F: 3 clusters Score -3250436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3250436.500000 Penalty: 3417.601074
	Iteration 41Q: 3 clusters Score -3250436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3250440.250000 Penalty: 3417.601074
	Iteration 42Q: 3 clusters Score -3250440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35027 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -3250442.500000 Penalty: 3417.601074
	Iteration 43Q: 3 clusters Score -3250442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -3250441.000000 Penalty: 3417.601074
	Iteration 44Q: 3 clusters Score -3250441 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -3250439.750000 Penalty: 3417.601074
	Iteration 45Q: 3 clusters Score -3250440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -3250448.250000 Penalty: 3417.601074
	Iteration 46Q: 3 clusters Score -3250448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -3250445.250000 Penalty: 3417.601074
	Iteration 47Q: 3 clusters Score -3250445 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3250449.250000 Penalty: 3417.601074
	Iteration 48Q: 3 clusters Score -3250449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -3250445.500000 Penalty: 3417.601074
	Iteration 49Q: 3 clusters Score -3250446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -3250448.750000 Penalty: 3417.601074
	Iteration 50Q: 3 clusters Score -3250449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3250450.000000 Penalty: 3417.601074
	Iteration 51Q: 3 clusters Score -3250450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -3250449.000000 Penalty: 3417.601074
	Iteration 52Q: 3 clusters Score -3250449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35124 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3250450.750000 Penalty: 3417.601074
	Iteration 53Q: 3 clusters Score -3250451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35128 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3250453.500000 Penalty: 3417.601074
	Iteration 54Q: 3 clusters Score -3250454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3250454.000000 Penalty: 3417.601074
	Iteration 55Q: 3 clusters Score -3250454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35140 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3250455.750000 Penalty: 3417.601074
	Iteration 56Q: 3 clusters Score -3250456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -3250452.250000 Penalty: 3417.601074
	Iteration 57Q: 3 clusters Score -3250452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -3250460.000000 Penalty: 3417.601074
	Iteration 58Q: 3 clusters Score -3250460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -3250461.250000 Penalty: 3417.601074
	Iteration 59Q: 3 clusters Score -3250461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -3250464.000000 Penalty: 3417.601074
	Iteration 60F: 3 clusters Score -3250464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35177 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -3250466.500000 Penalty: 3417.601074
	Iteration 61Q: 3 clusters Score -3250466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -3250468.500000 Penalty: 3417.601074
	Iteration 62Q: 3 clusters Score -3250468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35192 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -3250472.500000 Penalty: 3417.601074
	Iteration 63Q: 3 clusters Score -3250472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -3250471.500000 Penalty: 3417.601074
	Iteration 64Q: 3 clusters Score -3250472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3250474.000000 Penalty: 3417.601074
	Iteration 65Q: 3 clusters Score -3250474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3250473.000000 Penalty: 3417.601074
	Iteration 66Q: 3 clusters Score -3250473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3250474.000000 Penalty: 3417.601074
	Iteration 67Q: 3 clusters Score -3250474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3250476.500000 Penalty: 3417.601074
	Iteration 68Q: 3 clusters Score -3250476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3250476.750000 Penalty: 3417.601074
	Iteration 69Q: 3 clusters Score -3250477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3250473.250000 Penalty: 3417.601074
	Iteration 70Q: 3 clusters Score -3250473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35226 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -3250473.250000 Penalty: 3417.601074
	Iteration 71F: 3 clusters Score -3250473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -120009.687500 Penalty: 1184.228516
	Iteration 0F: 2 clusters Score -120009.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -118268.648438 Penalty: 2368.457031
	Iteration 0F: 3 clusters Score -118268.6 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -118697.312500 Penalty: 2368.457031
	Iteration 1F: 3 clusters Score -118697.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -118840.023438 Penalty: 2368.457031
	Iteration 2F: 3 clusters Score -118840 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -118921.281250 Penalty: 2368.457031
	Iteration 3F: 3 clusters Score -118921.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -118998.093750 Penalty: 2368.457031
	Iteration 4Q: 3 clusters Score -118998.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -119061.812500 Penalty: 2368.457031
	Iteration 5Q: 3 clusters Score -119061.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -119129.875000 Penalty: 2368.457031
	Iteration 6Q: 3 clusters Score -119129.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -119214.742188 Penalty: 2368.457031
	Iteration 7Q: 3 clusters Score -119214.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -119277.023438 Penalty: 2368.457031
	Iteration 8Q: 3 clusters Score -119277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -119328.031250 Penalty: 2368.457031
	Iteration 9Q: 3 clusters Score -119328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119354.031250 Penalty: 2368.457031
	Iteration 10Q: 3 clusters Score -119354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -119386.187500 Penalty: 2368.457031
	Iteration 11Q: 3 clusters Score -119386.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119401.578125 Penalty: 2368.457031
	Iteration 12Q: 3 clusters Score -119401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -119407.179688 Penalty: 2368.457031
	Iteration 13Q: 3 clusters Score -119407.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -119419.257812 Penalty: 2368.457031
	Iteration 14Q: 3 clusters Score -119419.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -119427.562500 Penalty: 2368.457031
	Iteration 15Q: 3 clusters Score -119427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -119443.804688 Penalty: 2368.457031
	Iteration 16Q: 3 clusters Score -119443.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -119453.765625 Penalty: 2368.457031
	Iteration 17Q: 3 clusters Score -119453.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119468.781250 Penalty: 2368.457031
	Iteration 18Q: 3 clusters Score -119468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -119476.273438 Penalty: 2368.457031
	Iteration 19Q: 3 clusters Score -119476.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119480.203125 Penalty: 2368.457031
	Iteration 20F: 3 clusters Score -119480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119483.882812 Penalty: 2368.457031
	Iteration 21Q: 3 clusters Score -119483.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -119488.367188 Penalty: 2368.457031
	Iteration 22Q: 3 clusters Score -119488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -119494.171875 Penalty: 2368.457031
	Iteration 23Q: 3 clusters Score -119494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119502.195312 Penalty: 2368.457031
	Iteration 24Q: 3 clusters Score -119502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119506.085938 Penalty: 2368.457031
	Iteration 25Q: 3 clusters Score -119506.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119509.632812 Penalty: 2368.457031
	Iteration 26Q: 3 clusters Score -119509.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119515.156250 Penalty: 2368.457031
	Iteration 27Q: 3 clusters Score -119515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -119517.421875 Penalty: 2368.457031
	Iteration 28Q: 3 clusters Score -119517.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119518.210938 Penalty: 2368.457031
	Iteration 29Q: 3 clusters Score -119518.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -119518.210938 Penalty: 2368.457031
	Iteration 30F: 3 clusters Score -119518.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -35945.761719 Penalty: 1011.812195
	Iteration 0F: 2 clusters Score -35945.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -34921.339844 Penalty: 2023.624390
	Iteration 0F: 3 clusters Score -34921.34 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -35095.121094 Penalty: 2023.624390
	Iteration 1F: 3 clusters Score -35095.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -35131.917969 Penalty: 2023.624390
	Iteration 2F: 3 clusters Score -35131.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35149.007812 Penalty: 2023.624390
	Iteration 3Q: 3 clusters Score -35149.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35155.875000 Penalty: 2023.624390
	Iteration 4Q: 3 clusters Score -35155.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35162.109375 Penalty: 2023.624390
	Iteration 5Q: 3 clusters Score -35162.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35164.039062 Penalty: 2023.624390
	Iteration 6Q: 3 clusters Score -35164.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -35165.777344 Penalty: 2023.624390
	Iteration 7Q: 3 clusters Score -35165.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35173.875000 Penalty: 2023.624390
	Iteration 8Q: 3 clusters Score -35173.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -35179.746094 Penalty: 2023.624390
	Iteration 9Q: 3 clusters Score -35179.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35180.695312 Penalty: 2023.624390
	Iteration 10Q: 3 clusters Score -35180.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -35180.695312 Penalty: 2023.624390
	Iteration 11F: 3 clusters Score -35180.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -246675.046875 Penalty: 1295.805664
	Iteration 0F: 2 clusters Score -246675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -244036.312500 Penalty: 2591.611328
	Iteration 0F: 3 clusters Score -244036.3 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -244790.156250 Penalty: 2591.611328
	Iteration 1F: 3 clusters Score -244790.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -245031.703125 Penalty: 2591.611328
	Iteration 2F: 3 clusters Score -245031.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -245194.671875 Penalty: 2591.611328
	Iteration 3F: 3 clusters Score -245194.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -245307.765625 Penalty: 2591.611328
	Iteration 4F: 3 clusters Score -245307.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245374.812500 Penalty: 2591.611328
	Iteration 5Q: 3 clusters Score -245374.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -245431.328125 Penalty: 2591.611328
	Iteration 6Q: 3 clusters Score -245431.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -245473.046875 Penalty: 2591.611328
	Iteration 7Q: 3 clusters Score -245473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -245508.125000 Penalty: 2591.611328
	Iteration 8Q: 3 clusters Score -245508.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -245541.234375 Penalty: 2591.611328
	Iteration 9Q: 3 clusters Score -245541.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245568.421875 Penalty: 2591.611328
	Iteration 10Q: 3 clusters Score -245568.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -245588.890625 Penalty: 2591.611328
	Iteration 11Q: 3 clusters Score -245588.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -245608.062500 Penalty: 2591.611328
	Iteration 12Q: 3 clusters Score -245608.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -245625.062500 Penalty: 2591.611328
	Iteration 13Q: 3 clusters Score -245625.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -245643.859375 Penalty: 2591.611328
	Iteration 14Q: 3 clusters Score -245643.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -245660.171875 Penalty: 2591.611328
	Iteration 15Q: 3 clusters Score -245660.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -245669.296875 Penalty: 2591.611328
	Iteration 16Q: 3 clusters Score -245669.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245682.265625 Penalty: 2591.611328
	Iteration 17Q: 3 clusters Score -245682.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -245695.437500 Penalty: 2591.611328
	Iteration 18Q: 3 clusters Score -245695.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -245703.484375 Penalty: 2591.611328
	Iteration 19Q: 3 clusters Score -245703.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -245710.500000 Penalty: 2591.611328
	Iteration 20F: 3 clusters Score -245710.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -245718.015625 Penalty: 2591.611328
	Iteration 21Q: 3 clusters Score -245718 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -245722.218750 Penalty: 2591.611328
	Iteration 22Q: 3 clusters Score -245722.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -245727.921875 Penalty: 2591.611328
	Iteration 23Q: 3 clusters Score -245727.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -245735.765625 Penalty: 2591.611328
	Iteration 24Q: 3 clusters Score -245735.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -245743.796875 Penalty: 2591.611328
	Iteration 25Q: 3 clusters Score -245743.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -245750.968750 Penalty: 2591.611328
	Iteration 26Q: 3 clusters Score -245751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -245759.796875 Penalty: 2591.611328
	Iteration 27Q: 3 clusters Score -245759.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -245769.609375 Penalty: 2591.611328
	Iteration 28Q: 3 clusters Score -245769.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -245775.015625 Penalty: 2591.611328
	Iteration 29Q: 3 clusters Score -245775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -245779.109375 Penalty: 2591.611328
	Iteration 30Q: 3 clusters Score -245779.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -245783.500000 Penalty: 2591.611328
	Iteration 31Q: 3 clusters Score -245783.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -245788.781250 Penalty: 2591.611328
	Iteration 32Q: 3 clusters Score -245788.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -245794.640625 Penalty: 2591.611328
	Iteration 33Q: 3 clusters Score -245794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -245801.359375 Penalty: 2591.611328
	Iteration 34Q: 3 clusters Score -245801.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -245806.937500 Penalty: 2591.611328
	Iteration 35Q: 3 clusters Score -245806.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -245811.640625 Penalty: 2591.611328
	Iteration 36Q: 3 clusters Score -245811.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -245821.343750 Penalty: 2591.611328
	Iteration 37Q: 3 clusters Score -245821.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -245835.000000 Penalty: 2591.611328
	Iteration 38Q: 3 clusters Score -245835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -245850.578125 Penalty: 2591.611328
	Iteration 39Q: 3 clusters Score -245850.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -245864.656250 Penalty: 2591.611328
	Iteration 40F: 3 clusters Score -245864.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -245879.062500 Penalty: 2591.611328
	Iteration 41Q: 3 clusters Score -245879.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -245891.218750 Penalty: 2591.611328
	Iteration 42Q: 3 clusters Score -245891.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -245904.203125 Penalty: 2591.611328
	Iteration 43Q: 3 clusters Score -245904.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -245917.265625 Penalty: 2591.611328
	Iteration 44Q: 3 clusters Score -245917.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -245930.859375 Penalty: 2591.611328
	Iteration 45Q: 3 clusters Score -245930.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -245943.750000 Penalty: 2591.611328
	Iteration 46Q: 3 clusters Score -245943.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -245956.578125 Penalty: 2591.611328
	Iteration 47Q: 3 clusters Score -245956.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -245971.093750 Penalty: 2591.611328
	Iteration 48Q: 3 clusters Score -245971.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -245978.609375 Penalty: 2591.611328
	Iteration 49Q: 3 clusters Score -245978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -245980.515625 Penalty: 2591.611328
	Iteration 50Q: 3 clusters Score -245980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -245982.765625 Penalty: 2591.611328
	Iteration 51Q: 3 clusters Score -245982.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -245986.281250 Penalty: 2591.611328
	Iteration 52Q: 3 clusters Score -245986.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -245989.234375 Penalty: 2591.611328
	Iteration 53Q: 3 clusters Score -245989.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -245992.156250 Penalty: 2591.611328
	Iteration 54Q: 3 clusters Score -245992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -245994.671875 Penalty: 2591.611328
	Iteration 55Q: 3 clusters Score -245994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245995.750000 Penalty: 2591.611328
	Iteration 56Q: 3 clusters Score -245995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245996.640625 Penalty: 2591.611328
	Iteration 57Q: 3 clusters Score -245996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -245997.328125 Penalty: 2591.611328
	Iteration 58Q: 3 clusters Score -245997.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -245997.843750 Penalty: 2591.611328
	Iteration 59Q: 3 clusters Score -245997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -246000.078125 Penalty: 2591.611328
	Iteration 60F: 3 clusters Score -246000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -246002.000000 Penalty: 2591.611328
	Iteration 61Q: 3 clusters Score -246002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -246003.062500 Penalty: 2591.611328
	Iteration 62Q: 3 clusters Score -246003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -246003.703125 Penalty: 2591.611328
	Iteration 63Q: 3 clusters Score -246003.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -246004.718750 Penalty: 2591.611328
	Iteration 64Q: 3 clusters Score -246004.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -246005.140625 Penalty: 2591.611328
	Iteration 65Q: 3 clusters Score -246005.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -246005.140625 Penalty: 2591.611328
	Iteration 66F: 3 clusters Score -246005.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (15382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Entering Unmasked Estep 
Score: -1339959.500000 Penalty: 1566.654907
	Iteration 0F: 2 clusters Score -1339960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1329374.750000 Penalty: 3133.309814
	Iteration 0F: 3 clusters Score -1329375 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1333375.625000 Penalty: 3133.309814
	Iteration 1F: 3 clusters Score -1333376 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1334034.500000 Penalty: 3133.309814
	Iteration 2F: 3 clusters Score -1334034 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1334816.000000 Penalty: 3133.309814
	Iteration 3F: 3 clusters Score -1334816 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -1335721.250000 Penalty: 3133.309814
	Iteration 4F: 3 clusters Score -1335721 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1336532.000000 Penalty: 3133.309814
	Iteration 5F: 3 clusters Score -1336532 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1337104.125000 Penalty: 3133.309814
	Iteration 6F: 3 clusters Score -1337104 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1337507.000000 Penalty: 3133.309814
	Iteration 7Q: 3 clusters Score -1337507 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1337843.375000 Penalty: 3133.309814
	Iteration 8Q: 3 clusters Score -1337843 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1338137.375000 Penalty: 3133.309814
	Iteration 9Q: 3 clusters Score -1338137 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1338449.125000 Penalty: 3133.309814
	Iteration 10Q: 3 clusters Score -1338449 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1338789.625000 Penalty: 3133.309814
	Iteration 11Q: 3 clusters Score -1338790 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -1339038.375000 Penalty: 3133.309814
	Iteration 12Q: 3 clusters Score -1339038 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -1339171.500000 Penalty: 3133.309814
	Iteration 13Q: 3 clusters Score -1339172 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -1339237.625000 Penalty: 3133.309814
	Iteration 14Q: 3 clusters Score -1339238 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1339279.250000 Penalty: 3133.309814
	Iteration 15Q: 3 clusters Score -1339279 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -1339314.000000 Penalty: 3133.309814
	Iteration 16Q: 3 clusters Score -1339314 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -1339326.375000 Penalty: 3133.309814
	Iteration 17Q: 3 clusters Score -1339326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1339355.250000 Penalty: 3133.309814
	Iteration 18Q: 3 clusters Score -1339355 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -1339377.500000 Penalty: 3133.309814
	Iteration 19Q: 3 clusters Score -1339378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
Score: -1339386.750000 Penalty: 3133.309814
	Iteration 20F: 3 clusters Score -1339387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1339400.500000 Penalty: 3133.309814
	Iteration 21Q: 3 clusters Score -1339400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1339413.000000 Penalty: 3133.309814
	Iteration 22Q: 3 clusters Score -1339413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -1339418.875000 Penalty: 3133.309814
	Iteration 23Q: 3 clusters Score -1339419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1339418.000000 Penalty: 3133.309814
	Iteration 24Q: 3 clusters Score -1339418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -1339419.000000 Penalty: 3133.309814
	Iteration 25Q: 3 clusters Score -1339419 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -1339422.625000 Penalty: 3133.309814
	Iteration 26Q: 3 clusters Score -1339423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1339420.875000 Penalty: 3133.309814
	Iteration 27Q: 3 clusters Score -1339421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1339422.750000 Penalty: 3133.309814
	Iteration 28Q: 3 clusters Score -1339423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1339422.750000 Penalty: 3133.309814
	Iteration 29F: 3 clusters Score -1339423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Entering Unmasked Estep 
Score: -415640.468750 Penalty: 1392.620972
	Iteration 0F: 2 clusters Score -415640.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -411478.531250 Penalty: 2785.241943
	Iteration 0F: 3 clusters Score -411478.5 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -413010.562500 Penalty: 2785.241943
	Iteration 1F: 3 clusters Score -413010.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -413691.218750 Penalty: 2785.241943
	Iteration 2F: 3 clusters Score -413691.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -414266.375000 Penalty: 2785.241943
	Iteration 3F: 3 clusters Score -414266.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -414666.250000 Penalty: 2785.241943
	Iteration 4F: 3 clusters Score -414666.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -414914.468750 Penalty: 2785.241943
	Iteration 5F: 3 clusters Score -414914.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -415080.906250 Penalty: 2785.241943
	Iteration 6Q: 3 clusters Score -415080.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -415173.750000 Penalty: 2785.241943
	Iteration 7Q: 3 clusters Score -415173.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -415233.062500 Penalty: 2785.241943
	Iteration 8Q: 3 clusters Score -415233.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -415274.062500 Penalty: 2785.241943
	Iteration 9Q: 3 clusters Score -415274.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -415301.750000 Penalty: 2785.241943
	Iteration 10Q: 3 clusters Score -415301.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -415322.031250 Penalty: 2785.241943
	Iteration 11Q: 3 clusters Score -415322 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -415337.250000 Penalty: 2785.241943
	Iteration 12Q: 3 clusters Score -415337.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -415344.625000 Penalty: 2785.241943
	Iteration 13Q: 3 clusters Score -415344.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -415349.812500 Penalty: 2785.241943
	Iteration 14Q: 3 clusters Score -415349.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -415356.218750 Penalty: 2785.241943
	Iteration 15Q: 3 clusters Score -415356.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -415362.656250 Penalty: 2785.241943
	Iteration 16Q: 3 clusters Score -415362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -415365.125000 Penalty: 2785.241943
	Iteration 17Q: 3 clusters Score -415365.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -415366.812500 Penalty: 2785.241943
	Iteration 18Q: 3 clusters Score -415366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -415366.125000 Penalty: 2785.241943
	Iteration 19Q: 3 clusters Score -415366.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -415367.625000 Penalty: 2785.241943
	Iteration 20F: 3 clusters Score -415367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -415373.500000 Penalty: 2785.241943
	Iteration 21Q: 3 clusters Score -415373.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -415377.656250 Penalty: 2785.241943
	Iteration 22Q: 3 clusters Score -415377.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -415381.406250 Penalty: 2785.241943
	Iteration 23Q: 3 clusters Score -415381.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -415385.093750 Penalty: 2785.241943
	Iteration 24Q: 3 clusters Score -415385.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -415388.218750 Penalty: 2785.241943
	Iteration 25Q: 3 clusters Score -415388.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -415390.625000 Penalty: 2785.241943
	Iteration 26Q: 3 clusters Score -415390.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -415393.250000 Penalty: 2785.241943
	Iteration 27Q: 3 clusters Score -415393.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -415396.468750 Penalty: 2785.241943
	Iteration 28Q: 3 clusters Score -415396.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -415398.656250 Penalty: 2785.241943
	Iteration 29Q: 3 clusters Score -415398.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -415401.468750 Penalty: 2785.241943
	Iteration 30Q: 3 clusters Score -415401.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -415401.406250 Penalty: 2785.241943
	Iteration 31Q: 3 clusters Score -415401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -415402.218750 Penalty: 2785.241943
	Iteration 32Q: 3 clusters Score -415402.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -415401.968750 Penalty: 2785.241943
	Iteration 33Q: 3 clusters Score -415402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -415403.250000 Penalty: 2785.241943
	Iteration 34Q: 3 clusters Score -415403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -415403.187500 Penalty: 2785.241943
	Iteration 35Q: 3 clusters Score -415403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -415403.093750 Penalty: 2785.241943
	Iteration 36Q: 3 clusters Score -415403.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -415403.437500 Penalty: 2785.241943
	Iteration 37Q: 3 clusters Score -415403.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -415404.312500 Penalty: 2785.241943
	Iteration 38Q: 3 clusters Score -415404.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -415404.312500 Penalty: 2785.241943
	Iteration 39F: 3 clusters Score -415404.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -783844.687500 Penalty: 1475.796631
	Iteration 0F: 2 clusters Score -783844.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -777449.937500 Penalty: 2951.593262
	Iteration 0F: 3 clusters Score -777449.9 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -779586.375000 Penalty: 2951.593262
	Iteration 1F: 3 clusters Score -779586.4 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -779956.812500 Penalty: 2951.593262
	Iteration 2F: 3 clusters Score -779956.8 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -780325.125000 Penalty: 2951.593262
	Iteration 3F: 3 clusters Score -780325.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -780704.000000 Penalty: 2951.593262
	Iteration 4F: 3 clusters Score -780704 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -781087.312500 Penalty: 2951.593262
	Iteration 5F: 3 clusters Score -781087.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -781463.250000 Penalty: 2951.593262
	Iteration 6F: 3 clusters Score -781463.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -781808.750000 Penalty: 2951.593262
	Iteration 7Q: 3 clusters Score -781808.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -782106.750000 Penalty: 2951.593262
	Iteration 8Q: 3 clusters Score -782106.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -782334.750000 Penalty: 2951.593262
	Iteration 9Q: 3 clusters Score -782334.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -782466.437500 Penalty: 2951.593262
	Iteration 10Q: 3 clusters Score -782466.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -782551.812500 Penalty: 2951.593262
	Iteration 11Q: 3 clusters Score -782551.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -782603.062500 Penalty: 2951.593262
	Iteration 12Q: 3 clusters Score -782603.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -782644.625000 Penalty: 2951.593262
	Iteration 13Q: 3 clusters Score -782644.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -782668.000000 Penalty: 2951.593262
	Iteration 14Q: 3 clusters Score -782668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -782684.750000 Penalty: 2951.593262
	Iteration 15Q: 3 clusters Score -782684.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -782697.937500 Penalty: 2951.593262
	Iteration 16Q: 3 clusters Score -782697.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -782708.687500 Penalty: 2951.593262
	Iteration 17Q: 3 clusters Score -782708.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -782713.687500 Penalty: 2951.593262
	Iteration 18Q: 3 clusters Score -782713.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -782720.562500 Penalty: 2951.593262
	Iteration 19Q: 3 clusters Score -782720.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -782726.687500 Penalty: 2951.593262
	Iteration 20F: 3 clusters Score -782726.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -782732.000000 Penalty: 2951.593262
	Iteration 21Q: 3 clusters Score -782732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -782738.562500 Penalty: 2951.593262
	Iteration 22Q: 3 clusters Score -782738.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -782751.062500 Penalty: 2951.593262
	Iteration 23Q: 3 clusters Score -782751.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -782761.625000 Penalty: 2951.593262
	Iteration 24Q: 3 clusters Score -782761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -782772.812500 Penalty: 2951.593262
	Iteration 25Q: 3 clusters Score -782772.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -782777.500000 Penalty: 2951.593262
	Iteration 26Q: 3 clusters Score -782777.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -782780.750000 Penalty: 2951.593262
	Iteration 27Q: 3 clusters Score -782780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -782789.312500 Penalty: 2951.593262
	Iteration 28Q: 3 clusters Score -782789.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -782793.562500 Penalty: 2951.593262
	Iteration 29Q: 3 clusters Score -782793.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -782795.125000 Penalty: 2951.593262
	Iteration 30Q: 3 clusters Score -782795.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -782796.687500 Penalty: 2951.593262
	Iteration 31Q: 3 clusters Score -782796.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -782795.875000 Penalty: 2951.593262
	Iteration 32Q: 3 clusters Score -782795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -782796.437500 Penalty: 2951.593262
	Iteration 33Q: 3 clusters Score -782796.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -782796.437500 Penalty: 2951.593262
	Iteration 34F: 3 clusters Score -782796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Entering Unmasked Estep 
Score: -698368.312500 Penalty: 1460.906250
	Iteration 0F: 2 clusters Score -698368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -692429.000000 Penalty: 2921.812500
	Iteration 0F: 3 clusters Score -692429 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -694327.750000 Penalty: 2921.812500
	Iteration 1F: 3 clusters Score -694327.8 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -694532.750000 Penalty: 2921.812500
	Iteration 2F: 3 clusters Score -694532.8 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -694679.875000 Penalty: 2921.812500
	Iteration 3Q: 3 clusters Score -694679.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -694822.312500 Penalty: 2921.812500
	Iteration 4Q: 3 clusters Score -694822.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -694972.250000 Penalty: 2921.812500
	Iteration 5Q: 3 clusters Score -694972.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -695109.812500 Penalty: 2921.812500
	Iteration 6Q: 3 clusters Score -695109.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -695237.812500 Penalty: 2921.812500
	Iteration 7Q: 3 clusters Score -695237.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -695359.562500 Penalty: 2921.812500
	Iteration 8Q: 3 clusters Score -695359.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -695476.500000 Penalty: 2921.812500
	Iteration 9Q: 3 clusters Score -695476.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -695596.562500 Penalty: 2921.812500
	Iteration 10Q: 3 clusters Score -695596.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -695741.437500 Penalty: 2921.812500
	Iteration 11Q: 3 clusters Score -695741.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -695900.250000 Penalty: 2921.812500
	Iteration 12Q: 3 clusters Score -695900.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -696086.250000 Penalty: 2921.812500
	Iteration 13Q: 3 clusters Score -696086.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -696285.625000 Penalty: 2921.812500
	Iteration 14Q: 3 clusters Score -696285.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -696478.000000 Penalty: 2921.812500
	Iteration 15Q: 3 clusters Score -696478 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -696644.250000 Penalty: 2921.812500
	Iteration 16Q: 3 clusters Score -696644.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -696756.500000 Penalty: 2921.812500
	Iteration 17Q: 3 clusters Score -696756.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -696834.375000 Penalty: 2921.812500
	Iteration 18Q: 3 clusters Score -696834.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -696890.375000 Penalty: 2921.812500
	Iteration 19Q: 3 clusters Score -696890.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -696934.750000 Penalty: 2921.812500
	Iteration 20F: 3 clusters Score -696934.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -696974.875000 Penalty: 2921.812500
	Iteration 21Q: 3 clusters Score -696974.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -697005.562500 Penalty: 2921.812500
	Iteration 22Q: 3 clusters Score -697005.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -697028.625000 Penalty: 2921.812500
	Iteration 23Q: 3 clusters Score -697028.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -697049.500000 Penalty: 2921.812500
	Iteration 24Q: 3 clusters Score -697049.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -697069.500000 Penalty: 2921.812500
	Iteration 25Q: 3 clusters Score -697069.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -697086.250000 Penalty: 2921.812500
	Iteration 26Q: 3 clusters Score -697086.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -697107.312500 Penalty: 2921.812500
	Iteration 27Q: 3 clusters Score -697107.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -697123.937500 Penalty: 2921.812500
	Iteration 28Q: 3 clusters Score -697123.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -697142.500000 Penalty: 2921.812500
	Iteration 29Q: 3 clusters Score -697142.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -697168.187500 Penalty: 2921.812500
	Iteration 30Q: 3 clusters Score -697168.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -697191.062500 Penalty: 2921.812500
	Iteration 31Q: 3 clusters Score -697191.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -697215.812500 Penalty: 2921.812500
	Iteration 32Q: 3 clusters Score -697215.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -697256.500000 Penalty: 2921.812500
	Iteration 33Q: 3 clusters Score -697256.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -697303.812500 Penalty: 2921.812500
	Iteration 34Q: 3 clusters Score -697303.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -697357.437500 Penalty: 2921.812500
	Iteration 35Q: 3 clusters Score -697357.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -697388.875000 Penalty: 2921.812500
	Iteration 36Q: 3 clusters Score -697388.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -697409.062500 Penalty: 2921.812500
	Iteration 37Q: 3 clusters Score -697409.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -697418.375000 Penalty: 2921.812500
	Iteration 38Q: 3 clusters Score -697418.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -697431.000000 Penalty: 2921.812500
	Iteration 39Q: 3 clusters Score -697431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -697436.125000 Penalty: 2921.812500
	Iteration 40F: 3 clusters Score -697436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -697442.625000 Penalty: 2921.812500
	Iteration 41Q: 3 clusters Score -697442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -697448.812500 Penalty: 2921.812500
	Iteration 42Q: 3 clusters Score -697448.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -697452.625000 Penalty: 2921.812500
	Iteration 43Q: 3 clusters Score -697452.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -697454.125000 Penalty: 2921.812500
	Iteration 44Q: 3 clusters Score -697454.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -697456.875000 Penalty: 2921.812500
	Iteration 45Q: 3 clusters Score -697456.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -697458.062500 Penalty: 2921.812500
	Iteration 46Q: 3 clusters Score -697458.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -697458.062500 Penalty: 2921.812500
	Iteration 47F: 3 clusters Score -697458.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Entering Unmasked Estep 
Score: -367030.781250 Penalty: 1355.324097
	Iteration 0F: 2 clusters Score -367030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -363623.375000 Penalty: 2710.648193
	Iteration 0F: 3 clusters Score -363623.4 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -364528.656250 Penalty: 2710.648193
	Iteration 1F: 3 clusters Score -364528.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -364721.312500 Penalty: 2710.648193
	Iteration 2F: 3 clusters Score -364721.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -364868.031250 Penalty: 2710.648193
	Iteration 3F: 3 clusters Score -364868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -364977.781250 Penalty: 2710.648193
	Iteration 4Q: 3 clusters Score -364977.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -365101.187500 Penalty: 2710.648193
	Iteration 5Q: 3 clusters Score -365101.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -365219.406250 Penalty: 2710.648193
	Iteration 6Q: 3 clusters Score -365219.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -365328.875000 Penalty: 2710.648193
	Iteration 7Q: 3 clusters Score -365328.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -365406.625000 Penalty: 2710.648193
	Iteration 8Q: 3 clusters Score -365406.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -365472.718750 Penalty: 2710.648193
	Iteration 9Q: 3 clusters Score -365472.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -365529.281250 Penalty: 2710.648193
	Iteration 10Q: 3 clusters Score -365529.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -365572.093750 Penalty: 2710.648193
	Iteration 11Q: 3 clusters Score -365572.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -365610.281250 Penalty: 2710.648193
	Iteration 12Q: 3 clusters Score -365610.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -365630.843750 Penalty: 2710.648193
	Iteration 13Q: 3 clusters Score -365630.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -365645.000000 Penalty: 2710.648193
	Iteration 14Q: 3 clusters Score -365645 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -365653.687500 Penalty: 2710.648193
	Iteration 15Q: 3 clusters Score -365653.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -365660.562500 Penalty: 2710.648193
	Iteration 16Q: 3 clusters Score -365660.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -365666.531250 Penalty: 2710.648193
	Iteration 17Q: 3 clusters Score -365666.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -365672.968750 Penalty: 2710.648193
	Iteration 18Q: 3 clusters Score -365673 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -365679.000000 Penalty: 2710.648193
	Iteration 19Q: 3 clusters Score -365679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -365685.093750 Penalty: 2710.648193
	Iteration 20F: 3 clusters Score -365685.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -365690.218750 Penalty: 2710.648193
	Iteration 21Q: 3 clusters Score -365690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -365692.531250 Penalty: 2710.648193
	Iteration 22Q: 3 clusters Score -365692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -365696.156250 Penalty: 2710.648193
	Iteration 23Q: 3 clusters Score -365696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -365699.593750 Penalty: 2710.648193
	Iteration 24Q: 3 clusters Score -365699.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -365703.656250 Penalty: 2710.648193
	Iteration 25Q: 3 clusters Score -365703.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -365706.156250 Penalty: 2710.648193
	Iteration 26Q: 3 clusters Score -365706.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -365708.125000 Penalty: 2710.648193
	Iteration 27Q: 3 clusters Score -365708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -365708.906250 Penalty: 2710.648193
	Iteration 28Q: 3 clusters Score -365708.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -365709.625000 Penalty: 2710.648193
	Iteration 29Q: 3 clusters Score -365709.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -365710.781250 Penalty: 2710.648193
	Iteration 30Q: 3 clusters Score -365710.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -365710.687500 Penalty: 2710.648193
	Iteration 31Q: 3 clusters Score -365710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -365710.250000 Penalty: 2710.648193
	Iteration 32Q: 3 clusters Score -365710.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -365710.781250 Penalty: 2710.648193
	Iteration 33Q: 3 clusters Score -365710.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -365710.781250 Penalty: 2710.648193
	Iteration 34F: 3 clusters Score -365710.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (13279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Entering Unmasked Estep 
Score: -1165534.875000 Penalty: 1542.765137
	Iteration 0F: 2 clusters Score -1165535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1156280.000000 Penalty: 3085.530273
	Iteration 0F: 3 clusters Score -1156280 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1159544.375000 Penalty: 3085.530273
	Iteration 1F: 3 clusters Score -1159544 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1159886.125000 Penalty: 3085.530273
	Iteration 2F: 3 clusters Score -1159886 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -1160252.000000 Penalty: 3085.530273
	Iteration 3F: 3 clusters Score -1160252 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1160652.750000 Penalty: 3085.530273
	Iteration 4F: 3 clusters Score -1160653 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1161131.375000 Penalty: 3085.530273
	Iteration 5F: 3 clusters Score -1161131 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1161689.625000 Penalty: 3085.530273
	Iteration 6F: 3 clusters Score -1161690 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1162187.625000 Penalty: 3085.530273
	Iteration 7F: 3 clusters Score -1162188 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1162638.500000 Penalty: 3085.530273
	Iteration 8Q: 3 clusters Score -1162638 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1163026.625000 Penalty: 3085.530273
	Iteration 9Q: 3 clusters Score -1163027 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1163369.875000 Penalty: 3085.530273
	Iteration 10Q: 3 clusters Score -1163370 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1163588.125000 Penalty: 3085.530273
	Iteration 11Q: 3 clusters Score -1163588 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -1163753.500000 Penalty: 3085.530273
	Iteration 12Q: 3 clusters Score -1163754 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1163849.875000 Penalty: 3085.530273
	Iteration 13Q: 3 clusters Score -1163850 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1163920.625000 Penalty: 3085.530273
	Iteration 14Q: 3 clusters Score -1163921 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -1163969.000000 Penalty: 3085.530273
	Iteration 15Q: 3 clusters Score -1163969 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -1164004.750000 Penalty: 3085.530273
	Iteration 16Q: 3 clusters Score -1164005 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1164029.750000 Penalty: 3085.530273
	Iteration 17Q: 3 clusters Score -1164030 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1164048.500000 Penalty: 3085.530273
	Iteration 18Q: 3 clusters Score -1164048 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1164064.875000 Penalty: 3085.530273
	Iteration 19Q: 3 clusters Score -1164065 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1164073.875000 Penalty: 3085.530273
	Iteration 20F: 3 clusters Score -1164074 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1164081.250000 Penalty: 3085.530273
	Iteration 21Q: 3 clusters Score -1164081 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1164094.500000 Penalty: 3085.530273
	Iteration 22Q: 3 clusters Score -1164094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1164094.375000 Penalty: 3085.530273
	Iteration 23Q: 3 clusters Score -1164094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1164099.250000 Penalty: 3085.530273
	Iteration 24Q: 3 clusters Score -1164099 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1164104.375000 Penalty: 3085.530273
	Iteration 25Q: 3 clusters Score -1164104 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1164112.375000 Penalty: 3085.530273
	Iteration 26Q: 3 clusters Score -1164112 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -1164115.250000 Penalty: 3085.530273
	Iteration 27Q: 3 clusters Score -1164115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1164119.125000 Penalty: 3085.530273
	Iteration 28Q: 3 clusters Score -1164119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1164120.375000 Penalty: 3085.530273
	Iteration 29Q: 3 clusters Score -1164120 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -1164124.250000 Penalty: 3085.530273
	Iteration 30Q: 3 clusters Score -1164124 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1164129.875000 Penalty: 3085.530273
	Iteration 31Q: 3 clusters Score -1164130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1164129.250000 Penalty: 3085.530273
	Iteration 32Q: 3 clusters Score -1164129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1164131.625000 Penalty: 3085.530273
	Iteration 33Q: 3 clusters Score -1164132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -1164132.750000 Penalty: 3085.530273
	Iteration 34Q: 3 clusters Score -1164133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -1164136.375000 Penalty: 3085.530273
	Iteration 35Q: 3 clusters Score -1164136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -1164136.875000 Penalty: 3085.530273
	Iteration 36Q: 3 clusters Score -1164137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1164137.125000 Penalty: 3085.530273
	Iteration 37Q: 3 clusters Score -1164137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1164138.625000 Penalty: 3085.530273
	Iteration 38Q: 3 clusters Score -1164139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1164137.375000 Penalty: 3085.530273
	Iteration 39Q: 3 clusters Score -1164137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1164137.875000 Penalty: 3085.530273
	Iteration 40F: 3 clusters Score -1164138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1164142.375000 Penalty: 3085.530273
	Iteration 41Q: 3 clusters Score -1164142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1164145.500000 Penalty: 3085.530273
	Iteration 42Q: 3 clusters Score -1164146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1164145.625000 Penalty: 3085.530273
	Iteration 43Q: 3 clusters Score -1164146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1164148.125000 Penalty: 3085.530273
	Iteration 44Q: 3 clusters Score -1164148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1164147.625000 Penalty: 3085.530273
	Iteration 45Q: 3 clusters Score -1164148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1164149.500000 Penalty: 3085.530273
	Iteration 46Q: 3 clusters Score -1164150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1164149.875000 Penalty: 3085.530273
	Iteration 47Q: 3 clusters Score -1164150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1164154.125000 Penalty: 3085.530273
	Iteration 48Q: 3 clusters Score -1164154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1164153.750000 Penalty: 3085.530273
	Iteration 49Q: 3 clusters Score -1164154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1164154.500000 Penalty: 3085.530273
	Iteration 50Q: 3 clusters Score -1164154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1164156.000000 Penalty: 3085.530273
	Iteration 51Q: 3 clusters Score -1164156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -1164156.875000 Penalty: 3085.530273
	Iteration 52Q: 3 clusters Score -1164157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1164153.500000 Penalty: 3085.530273
	Iteration 53Q: 3 clusters Score -1164154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1164156.500000 Penalty: 3085.530273
	Iteration 54Q: 3 clusters Score -1164156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -1164156.500000 Penalty: 3085.530273
	Iteration 55Q: 3 clusters Score -1164156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1164155.625000 Penalty: 3085.530273
	Iteration 56Q: 3 clusters Score -1164156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1164159.750000 Penalty: 3085.530273
	Iteration 57Q: 3 clusters Score -1164160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1164160.750000 Penalty: 3085.530273
	Iteration 58Q: 3 clusters Score -1164161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1164165.875000 Penalty: 3085.530273
	Iteration 59Q: 3 clusters Score -1164166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1164163.875000 Penalty: 3085.530273
	Iteration 60F: 3 clusters Score -1164164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1164167.375000 Penalty: 3085.530273
	Iteration 61Q: 3 clusters Score -1164167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1164172.875000 Penalty: 3085.530273
	Iteration 62Q: 3 clusters Score -1164173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1164176.375000 Penalty: 3085.530273
	Iteration 63Q: 3 clusters Score -1164176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1164176.000000 Penalty: 3085.530273
	Iteration 64Q: 3 clusters Score -1164176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1164177.500000 Penalty: 3085.530273
	Iteration 65Q: 3 clusters Score -1164178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1164179.625000 Penalty: 3085.530273
	Iteration 66Q: 3 clusters Score -1164180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1164181.000000 Penalty: 3085.530273
	Iteration 67Q: 3 clusters Score -1164181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1164182.625000 Penalty: 3085.530273
	Iteration 68Q: 3 clusters Score -1164183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1164186.750000 Penalty: 3085.530273
	Iteration 69Q: 3 clusters Score -1164187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1164187.000000 Penalty: 3085.530273
	Iteration 70Q: 3 clusters Score -1164187 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1164191.625000 Penalty: 3085.530273
	Iteration 71Q: 3 clusters Score -1164192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1164190.750000 Penalty: 3085.530273
	Iteration 72Q: 3 clusters Score -1164191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1164190.250000 Penalty: 3085.530273
	Iteration 73Q: 3 clusters Score -1164190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1164192.000000 Penalty: 3085.530273
	Iteration 74Q: 3 clusters Score -1164192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1164190.500000 Penalty: 3085.530273
	Iteration 75Q: 3 clusters Score -1164190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1164191.750000 Penalty: 3085.530273
	Iteration 76Q: 3 clusters Score -1164192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1164191.750000 Penalty: 3085.530273
	Iteration 77Q: 3 clusters Score -1164192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1164191.750000 Penalty: 3085.530273
	Iteration 78F: 3 clusters Score -1164192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Entering Unmasked Estep 
Score: -386652.500000 Penalty: 1366.561279
	Iteration 0F: 2 clusters Score -386652.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -383033.562500 Penalty: 2733.122559
	Iteration 0F: 3 clusters Score -383033.6 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -384074.375000 Penalty: 2733.122559
	Iteration 1F: 3 clusters Score -384074.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -384379.187500 Penalty: 2733.122559
	Iteration 2F: 3 clusters Score -384379.2 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -384600.437500 Penalty: 2733.122559
	Iteration 3F: 3 clusters Score -384600.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -384810.625000 Penalty: 2733.122559
	Iteration 4F: 3 clusters Score -384810.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -385016.906250 Penalty: 2733.122559
	Iteration 5F: 3 clusters Score -385016.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -385198.312500 Penalty: 2733.122559
	Iteration 6F: 3 clusters Score -385198.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -385333.593750 Penalty: 2733.122559
	Iteration 7Q: 3 clusters Score -385333.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -385459.406250 Penalty: 2733.122559
	Iteration 8Q: 3 clusters Score -385459.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -385577.718750 Penalty: 2733.122559
	Iteration 9Q: 3 clusters Score -385577.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385672.593750 Penalty: 2733.122559
	Iteration 10Q: 3 clusters Score -385672.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -385750.062500 Penalty: 2733.122559
	Iteration 11Q: 3 clusters Score -385750.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -385811.062500 Penalty: 2733.122559
	Iteration 12Q: 3 clusters Score -385811.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -385870.500000 Penalty: 2733.122559
	Iteration 13Q: 3 clusters Score -385870.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385898.281250 Penalty: 2733.122559
	Iteration 14Q: 3 clusters Score -385898.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -385918.656250 Penalty: 2733.122559
	Iteration 15Q: 3 clusters Score -385918.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -385942.000000 Penalty: 2733.122559
	Iteration 16Q: 3 clusters Score -385942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385968.218750 Penalty: 2733.122559
	Iteration 17Q: 3 clusters Score -385968.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -385991.468750 Penalty: 2733.122559
	Iteration 18Q: 3 clusters Score -385991.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -386010.187500 Penalty: 2733.122559
	Iteration 19Q: 3 clusters Score -386010.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -386025.343750 Penalty: 2733.122559
	Iteration 20F: 3 clusters Score -386025.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -386039.843750 Penalty: 2733.122559
	Iteration 21Q: 3 clusters Score -386039.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -386057.343750 Penalty: 2733.122559
	Iteration 22Q: 3 clusters Score -386057.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -386073.656250 Penalty: 2733.122559
	Iteration 23Q: 3 clusters Score -386073.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -386092.218750 Penalty: 2733.122559
	Iteration 24Q: 3 clusters Score -386092.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -386107.500000 Penalty: 2733.122559
	Iteration 25Q: 3 clusters Score -386107.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -386120.062500 Penalty: 2733.122559
	Iteration 26Q: 3 clusters Score -386120.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -386128.312500 Penalty: 2733.122559
	Iteration 27Q: 3 clusters Score -386128.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -386139.718750 Penalty: 2733.122559
	Iteration 28Q: 3 clusters Score -386139.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -386152.937500 Penalty: 2733.122559
	Iteration 29Q: 3 clusters Score -386152.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -386172.812500 Penalty: 2733.122559
	Iteration 30Q: 3 clusters Score -386172.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -386189.781250 Penalty: 2733.122559
	Iteration 31Q: 3 clusters Score -386189.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -386205.156250 Penalty: 2733.122559
	Iteration 32Q: 3 clusters Score -386205.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -386217.437500 Penalty: 2733.122559
	Iteration 33Q: 3 clusters Score -386217.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -386222.656250 Penalty: 2733.122559
	Iteration 34Q: 3 clusters Score -386222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -386230.437500 Penalty: 2733.122559
	Iteration 35Q: 3 clusters Score -386230.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -386237.250000 Penalty: 2733.122559
	Iteration 36Q: 3 clusters Score -386237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -386241.531250 Penalty: 2733.122559
	Iteration 37Q: 3 clusters Score -386241.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -386245.250000 Penalty: 2733.122559
	Iteration 38Q: 3 clusters Score -386245.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -386249.531250 Penalty: 2733.122559
	Iteration 39Q: 3 clusters Score -386249.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -386250.218750 Penalty: 2733.122559
	Iteration 40F: 3 clusters Score -386250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -386250.718750 Penalty: 2733.122559
	Iteration 41Q: 3 clusters Score -386250.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -386250.718750 Penalty: 2733.122559
	Iteration 42F: 3 clusters Score -386250.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Entering Unmasked Estep 
Score: -45284.472656 Penalty: 1015.934387
	Iteration 0F: 2 clusters Score -45284.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44178.722656 Penalty: 2031.868774
	Iteration 0F: 3 clusters Score -44178.72 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44311.367188 Penalty: 2031.868774
	Iteration 1F: 3 clusters Score -44311.37 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -44357.160156 Penalty: 2031.868774
	Iteration 2F: 3 clusters Score -44357.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -44372.257812 Penalty: 2031.868774
	Iteration 3Q: 3 clusters Score -44372.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44377.738281 Penalty: 2031.868774
	Iteration 4Q: 3 clusters Score -44377.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44380.214844 Penalty: 2031.868774
	Iteration 5Q: 3 clusters Score -44380.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44383.238281 Penalty: 2031.868774
	Iteration 6Q: 3 clusters Score -44383.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44385.906250 Penalty: 2031.868774
	Iteration 7Q: 3 clusters Score -44385.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -44390.382812 Penalty: 2031.868774
	Iteration 8Q: 3 clusters Score -44390.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -44391.785156 Penalty: 2031.868774
	Iteration 9Q: 3 clusters Score -44391.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44392.328125 Penalty: 2031.868774
	Iteration 10Q: 3 clusters Score -44392.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -44392.328125 Penalty: 2031.868774
	Iteration 11F: 3 clusters Score -44392.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (5246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Entering Unmasked Estep 
Score: -454724.843750 Penalty: 1391.848389
	Iteration 0F: 2 clusters Score -454724.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -450646.906250 Penalty: 2783.696777
	Iteration 0F: 3 clusters Score -450646.9 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -451874.375000 Penalty: 2783.696777
	Iteration 1F: 3 clusters Score -451874.4 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -452077.312500 Penalty: 2783.696777
	Iteration 2F: 3 clusters Score -452077.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -452214.187500 Penalty: 2783.696777
	Iteration 3F: 3 clusters Score -452214.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -452297.843750 Penalty: 2783.696777
	Iteration 4Q: 3 clusters Score -452297.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -452356.062500 Penalty: 2783.696777
	Iteration 5Q: 3 clusters Score -452356.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -452393.625000 Penalty: 2783.696777
	Iteration 6Q: 3 clusters Score -452393.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -452433.062500 Penalty: 2783.696777
	Iteration 7Q: 3 clusters Score -452433.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -452474.000000 Penalty: 2783.696777
	Iteration 8Q: 3 clusters Score -452474 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -452510.406250 Penalty: 2783.696777
	Iteration 9Q: 3 clusters Score -452510.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -452546.468750 Penalty: 2783.696777
	Iteration 10Q: 3 clusters Score -452546.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -452580.406250 Penalty: 2783.696777
	Iteration 11Q: 3 clusters Score -452580.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -452615.875000 Penalty: 2783.696777
	Iteration 12Q: 3 clusters Score -452615.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -452658.187500 Penalty: 2783.696777
	Iteration 13Q: 3 clusters Score -452658.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -452702.968750 Penalty: 2783.696777
	Iteration 14Q: 3 clusters Score -452703 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -452751.218750 Penalty: 2783.696777
	Iteration 15Q: 3 clusters Score -452751.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -452797.062500 Penalty: 2783.696777
	Iteration 16Q: 3 clusters Score -452797.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -452835.343750 Penalty: 2783.696777
	Iteration 17Q: 3 clusters Score -452835.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -452887.343750 Penalty: 2783.696777
	Iteration 18Q: 3 clusters Score -452887.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -452933.468750 Penalty: 2783.696777
	Iteration 19Q: 3 clusters Score -452933.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -452981.718750 Penalty: 2783.696777
	Iteration 20F: 3 clusters Score -452981.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -453026.000000 Penalty: 2783.696777
	Iteration 21Q: 3 clusters Score -453026 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -453077.156250 Penalty: 2783.696777
	Iteration 22Q: 3 clusters Score -453077.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -453117.406250 Penalty: 2783.696777
	Iteration 23Q: 3 clusters Score -453117.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -453149.468750 Penalty: 2783.696777
	Iteration 24Q: 3 clusters Score -453149.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -453182.750000 Penalty: 2783.696777
	Iteration 25Q: 3 clusters Score -453182.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -453218.312500 Penalty: 2783.696777
	Iteration 26Q: 3 clusters Score -453218.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -453256.406250 Penalty: 2783.696777
	Iteration 27Q: 3 clusters Score -453256.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -453290.687500 Penalty: 2783.696777
	Iteration 28Q: 3 clusters Score -453290.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -453318.781250 Penalty: 2783.696777
	Iteration 29Q: 3 clusters Score -453318.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -453349.062500 Penalty: 2783.696777
	Iteration 30Q: 3 clusters Score -453349.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -453373.718750 Penalty: 2783.696777
	Iteration 31Q: 3 clusters Score -453373.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -453397.312500 Penalty: 2783.696777
	Iteration 32Q: 3 clusters Score -453397.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -453416.593750 Penalty: 2783.696777
	Iteration 33Q: 3 clusters Score -453416.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -453430.406250 Penalty: 2783.696777
	Iteration 34Q: 3 clusters Score -453430.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -453442.843750 Penalty: 2783.696777
	Iteration 35Q: 3 clusters Score -453442.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -453458.875000 Penalty: 2783.696777
	Iteration 36Q: 3 clusters Score -453458.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -453475.562500 Penalty: 2783.696777
	Iteration 37Q: 3 clusters Score -453475.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -453489.156250 Penalty: 2783.696777
	Iteration 38Q: 3 clusters Score -453489.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -453504.531250 Penalty: 2783.696777
	Iteration 39Q: 3 clusters Score -453504.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -453521.687500 Penalty: 2783.696777
	Iteration 40F: 3 clusters Score -453521.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -453537.500000 Penalty: 2783.696777
	Iteration 41Q: 3 clusters Score -453537.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -453545.562500 Penalty: 2783.696777
	Iteration 42Q: 3 clusters Score -453545.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -453552.500000 Penalty: 2783.696777
	Iteration 43Q: 3 clusters Score -453552.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -453557.437500 Penalty: 2783.696777
	Iteration 44Q: 3 clusters Score -453557.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -453562.031250 Penalty: 2783.696777
	Iteration 45Q: 3 clusters Score -453562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -453563.937500 Penalty: 2783.696777
	Iteration 46Q: 3 clusters Score -453563.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -453566.500000 Penalty: 2783.696777
	Iteration 47Q: 3 clusters Score -453566.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -453570.500000 Penalty: 2783.696777
	Iteration 48Q: 3 clusters Score -453570.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -453574.812500 Penalty: 2783.696777
	Iteration 49Q: 3 clusters Score -453574.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -453580.437500 Penalty: 2783.696777
	Iteration 50Q: 3 clusters Score -453580.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -453582.500000 Penalty: 2783.696777
	Iteration 51Q: 3 clusters Score -453582.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -453586.500000 Penalty: 2783.696777
	Iteration 52Q: 3 clusters Score -453586.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -453591.812500 Penalty: 2783.696777
	Iteration 53Q: 3 clusters Score -453591.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -453598.687500 Penalty: 2783.696777
	Iteration 54Q: 3 clusters Score -453598.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -453602.843750 Penalty: 2783.696777
	Iteration 55Q: 3 clusters Score -453602.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -453604.156250 Penalty: 2783.696777
	Iteration 56Q: 3 clusters Score -453604.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -453606.000000 Penalty: 2783.696777
	Iteration 57Q: 3 clusters Score -453606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -453606.031250 Penalty: 2783.696777
	Iteration 58Q: 3 clusters Score -453606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -453606.031250 Penalty: 2783.696777
	Iteration 59F: 3 clusters Score -453606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (6726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Entering Unmasked Estep 
Score: -590852.312500 Penalty: 1432.232056
	Iteration 0F: 2 clusters Score -590852.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -585811.500000 Penalty: 2864.464111
	Iteration 0F: 3 clusters Score -585811.5 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -587404.312500 Penalty: 2864.464111
	Iteration 1F: 3 clusters Score -587404.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -587695.250000 Penalty: 2864.464111
	Iteration 2F: 3 clusters Score -587695.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -587919.437500 Penalty: 2864.464111
	Iteration 3F: 3 clusters Score -587919.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -588106.375000 Penalty: 2864.464111
	Iteration 4Q: 3 clusters Score -588106.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -588300.750000 Penalty: 2864.464111
	Iteration 5Q: 3 clusters Score -588300.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -588479.687500 Penalty: 2864.464111
	Iteration 6Q: 3 clusters Score -588479.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -588649.750000 Penalty: 2864.464111
	Iteration 7Q: 3 clusters Score -588649.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -588773.937500 Penalty: 2864.464111
	Iteration 8Q: 3 clusters Score -588773.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -588858.625000 Penalty: 2864.464111
	Iteration 9Q: 3 clusters Score -588858.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -588914.812500 Penalty: 2864.464111
	Iteration 10Q: 3 clusters Score -588914.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -588972.312500 Penalty: 2864.464111
	Iteration 11Q: 3 clusters Score -588972.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -589019.875000 Penalty: 2864.464111
	Iteration 12Q: 3 clusters Score -589019.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -589054.187500 Penalty: 2864.464111
	Iteration 13Q: 3 clusters Score -589054.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -589088.937500 Penalty: 2864.464111
	Iteration 14Q: 3 clusters Score -589088.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -589129.812500 Penalty: 2864.464111
	Iteration 15Q: 3 clusters Score -589129.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -589172.562500 Penalty: 2864.464111
	Iteration 16Q: 3 clusters Score -589172.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -589229.000000 Penalty: 2864.464111
	Iteration 17Q: 3 clusters Score -589229 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -589291.187500 Penalty: 2864.464111
	Iteration 18Q: 3 clusters Score -589291.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -589345.000000 Penalty: 2864.464111
	Iteration 19Q: 3 clusters Score -589345 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -589398.250000 Penalty: 2864.464111
	Iteration 20F: 3 clusters Score -589398.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -589448.687500 Penalty: 2864.464111
	Iteration 21Q: 3 clusters Score -589448.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -589482.562500 Penalty: 2864.464111
	Iteration 22Q: 3 clusters Score -589482.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -589503.937500 Penalty: 2864.464111
	Iteration 23Q: 3 clusters Score -589503.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -589525.062500 Penalty: 2864.464111
	Iteration 24Q: 3 clusters Score -589525.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -589544.250000 Penalty: 2864.464111
	Iteration 25Q: 3 clusters Score -589544.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -589563.000000 Penalty: 2864.464111
	Iteration 26Q: 3 clusters Score -589563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -589580.875000 Penalty: 2864.464111
	Iteration 27Q: 3 clusters Score -589580.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -589590.750000 Penalty: 2864.464111
	Iteration 28Q: 3 clusters Score -589590.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -589600.375000 Penalty: 2864.464111
	Iteration 29Q: 3 clusters Score -589600.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -589605.250000 Penalty: 2864.464111
	Iteration 30Q: 3 clusters Score -589605.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -589606.937500 Penalty: 2864.464111
	Iteration 31Q: 3 clusters Score -589606.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -589609.437500 Penalty: 2864.464111
	Iteration 32Q: 3 clusters Score -589609.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -589614.000000 Penalty: 2864.464111
	Iteration 33Q: 3 clusters Score -589614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -589615.875000 Penalty: 2864.464111
	Iteration 34Q: 3 clusters Score -589615.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -589618.437500 Penalty: 2864.464111
	Iteration 35Q: 3 clusters Score -589618.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -589623.625000 Penalty: 2864.464111
	Iteration 36Q: 3 clusters Score -589623.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -589629.312500 Penalty: 2864.464111
	Iteration 37Q: 3 clusters Score -589629.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -589634.500000 Penalty: 2864.464111
	Iteration 38Q: 3 clusters Score -589634.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -589641.437500 Penalty: 2864.464111
	Iteration 39Q: 3 clusters Score -589641.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -589646.625000 Penalty: 2864.464111
	Iteration 40F: 3 clusters Score -589646.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -589652.062500 Penalty: 2864.464111
	Iteration 41Q: 3 clusters Score -589652.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -589654.562500 Penalty: 2864.464111
	Iteration 42Q: 3 clusters Score -589654.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -589655.500000 Penalty: 2864.464111
	Iteration 43Q: 3 clusters Score -589655.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -589657.875000 Penalty: 2864.464111
	Iteration 44Q: 3 clusters Score -589657.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -589658.937500 Penalty: 2864.464111
	Iteration 45Q: 3 clusters Score -589658.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -589660.625000 Penalty: 2864.464111
	Iteration 46Q: 3 clusters Score -589660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -589662.125000 Penalty: 2864.464111
	Iteration 47Q: 3 clusters Score -589662.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -589662.750000 Penalty: 2864.464111
	Iteration 48Q: 3 clusters Score -589662.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -589663.250000 Penalty: 2864.464111
	Iteration 49Q: 3 clusters Score -589663.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -589665.250000 Penalty: 2864.464111
	Iteration 50Q: 3 clusters Score -589665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -589666.562500 Penalty: 2864.464111
	Iteration 51Q: 3 clusters Score -589666.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -589669.437500 Penalty: 2864.464111
	Iteration 52Q: 3 clusters Score -589669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -589671.625000 Penalty: 2864.464111
	Iteration 53Q: 3 clusters Score -589671.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -589671.187500 Penalty: 2864.464111
	Iteration 54Q: 3 clusters Score -589671.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -589672.125000 Penalty: 2864.464111
	Iteration 55Q: 3 clusters Score -589672.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -589673.562500 Penalty: 2864.464111
	Iteration 56Q: 3 clusters Score -589673.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -589674.062500 Penalty: 2864.464111
	Iteration 57Q: 3 clusters Score -589674.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -589673.187500 Penalty: 2864.464111
	Iteration 58Q: 3 clusters Score -589673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -589673.187500 Penalty: 2864.464111
	Iteration 59F: 3 clusters Score -589673.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Entering Unmasked Estep 
Score: -172917.593750 Penalty: 1242.610107
	Iteration 0F: 2 clusters Score -172917.6 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 1078 members 
Entering Unmasked Estep 
Score: -170796.484375 Penalty: 2485.220215
	Iteration 0F: 3 clusters Score -170796.5 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -171275.109375 Penalty: 2485.220215
	Iteration 1F: 3 clusters Score -171275.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -171443.828125 Penalty: 2485.220215
	Iteration 2F: 3 clusters Score -171443.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -171555.921875 Penalty: 2485.220215
	Iteration 3F: 3 clusters Score -171555.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -171633.484375 Penalty: 2485.220215
	Iteration 4Q: 3 clusters Score -171633.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -171701.531250 Penalty: 2485.220215
	Iteration 5Q: 3 clusters Score -171701.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -171757.109375 Penalty: 2485.220215
	Iteration 6Q: 3 clusters Score -171757.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -171812.500000 Penalty: 2485.220215
	Iteration 7Q: 3 clusters Score -171812.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -171868.093750 Penalty: 2485.220215
	Iteration 8Q: 3 clusters Score -171868.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -171916.000000 Penalty: 2485.220215
	Iteration 9Q: 3 clusters Score -171916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -171963.406250 Penalty: 2485.220215
	Iteration 10Q: 3 clusters Score -171963.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -172013.156250 Penalty: 2485.220215
	Iteration 11Q: 3 clusters Score -172013.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -172086.343750 Penalty: 2485.220215
	Iteration 12Q: 3 clusters Score -172086.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -172163.578125 Penalty: 2485.220215
	Iteration 13Q: 3 clusters Score -172163.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -172219.906250 Penalty: 2485.220215
	Iteration 14Q: 3 clusters Score -172219.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -172253.765625 Penalty: 2485.220215
	Iteration 15Q: 3 clusters Score -172253.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -172267.921875 Penalty: 2485.220215
	Iteration 16Q: 3 clusters Score -172267.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -172275.593750 Penalty: 2485.220215
	Iteration 17Q: 3 clusters Score -172275.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -172281.703125 Penalty: 2485.220215
	Iteration 18Q: 3 clusters Score -172281.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -172287.437500 Penalty: 2485.220215
	Iteration 19Q: 3 clusters Score -172287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -172292.968750 Penalty: 2485.220215
	Iteration 20F: 3 clusters Score -172293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -172298.125000 Penalty: 2485.220215
	Iteration 21Q: 3 clusters Score -172298.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -172303.312500 Penalty: 2485.220215
	Iteration 22Q: 3 clusters Score -172303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -172308.109375 Penalty: 2485.220215
	Iteration 23Q: 3 clusters Score -172308.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -172311.593750 Penalty: 2485.220215
	Iteration 24Q: 3 clusters Score -172311.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -172312.640625 Penalty: 2485.220215
	Iteration 25Q: 3 clusters Score -172312.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -172312.640625 Penalty: 2485.220215
	Iteration 26F: 3 clusters Score -172312.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (110361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110361 members 
Entering Unmasked Estep 
Score: -9616912.000000 Penalty: 1886.870728
	Iteration 0F: 2 clusters Score -9616912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55290 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -9542860.000000 Penalty: 3773.741455
	Iteration 0F: 3 clusters Score -9542860 nChanged 52984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -9574116.000000 Penalty: 3773.741455
	Iteration 1F: 3 clusters Score -9574116 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58389 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -9575382.000000 Penalty: 3773.741455
	Iteration 2Q: 3 clusters Score -9575382 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59725 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9576936.000000 Penalty: 3773.741455
	Iteration 3Q: 3 clusters Score -9576936 nChanged 4948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61535 members 
Mstep: Class 2 contains 48826 members 
Entering Unmasked Estep 
Score: -9579187.000000 Penalty: 3773.741455
	Iteration 4Q: 3 clusters Score -9579187 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63982 members 
Mstep: Class 2 contains 46379 members 
Entering Unmasked Estep 
Score: -9582283.000000 Penalty: 3773.741455
	Iteration 5F: 3 clusters Score -9582283 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66976 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -9586644.000000 Penalty: 3773.741455
	Iteration 6F: 3 clusters Score -9586644 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 40012 members 
Entering Unmasked Estep 
Score: -9591654.000000 Penalty: 3773.741455
	Iteration 7F: 3 clusters Score -9591654 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73607 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -9595869.000000 Penalty: 3773.741455
	Iteration 8F: 3 clusters Score -9595869 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76424 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -9598651.000000 Penalty: 3773.741455
	Iteration 9Q: 3 clusters Score -9598651 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78852 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -9600470.000000 Penalty: 3773.741455
	Iteration 10Q: 3 clusters Score -9600470 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81186 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -9601833.000000 Penalty: 3773.741455
	Iteration 11Q: 3 clusters Score -9601833 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -9603148.000000 Penalty: 3773.741455
	Iteration 12Q: 3 clusters Score -9603148 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85626 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -9604366.000000 Penalty: 3773.741455
	Iteration 13Q: 3 clusters Score -9604366 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -9605514.000000 Penalty: 3773.741455
	Iteration 14Q: 3 clusters Score -9605514 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89758 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -9606685.000000 Penalty: 3773.741455
	Iteration 15Q: 3 clusters Score -9606685 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91743 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -9607792.000000 Penalty: 3773.741455
	Iteration 16Q: 3 clusters Score -9607792 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93733 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -9609114.000000 Penalty: 3773.741455
	Iteration 17Q: 3 clusters Score -9609114 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -9610260.000000 Penalty: 3773.741455
	Iteration 18Q: 3 clusters Score -9610260 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97350 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -9611403.000000 Penalty: 3773.741455
	Iteration 19Q: 3 clusters Score -9611403 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98826 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -9612266.000000 Penalty: 3773.741455
	Iteration 20F: 3 clusters Score -9612266 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100136 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -9613003.000000 Penalty: 3773.741455
	Iteration 21Q: 3 clusters Score -9613003 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101236 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -9613606.000000 Penalty: 3773.741455
	Iteration 22Q: 3 clusters Score -9613606 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102260 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -9614057.000000 Penalty: 3773.741455
	Iteration 23Q: 3 clusters Score -9614057 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103068 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -9614447.000000 Penalty: 3773.741455
	Iteration 24Q: 3 clusters Score -9614447 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -9614715.000000 Penalty: 3773.741455
	Iteration 25Q: 3 clusters Score -9614715 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104297 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -9614892.000000 Penalty: 3773.741455
	Iteration 26Q: 3 clusters Score -9614892 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -9615064.000000 Penalty: 3773.741455
	Iteration 27Q: 3 clusters Score -9615064 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105170 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -9615185.000000 Penalty: 3773.741455
	Iteration 28Q: 3 clusters Score -9615185 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105505 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -9615236.000000 Penalty: 3773.741455
	Iteration 29Q: 3 clusters Score -9615236 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105806 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9615275.000000 Penalty: 3773.741455
	Iteration 30Q: 3 clusters Score -9615275 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9615333.000000 Penalty: 3773.741455
	Iteration 31Q: 3 clusters Score -9615333 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106254 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -9615391.000000 Penalty: 3773.741455
	Iteration 32Q: 3 clusters Score -9615391 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106412 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -9615429.000000 Penalty: 3773.741455
	Iteration 33Q: 3 clusters Score -9615429 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106556 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -9615448.000000 Penalty: 3773.741455
	Iteration 34Q: 3 clusters Score -9615448 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -9615479.000000 Penalty: 3773.741455
	Iteration 35Q: 3 clusters Score -9615479 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106778 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -9615501.000000 Penalty: 3773.741455
	Iteration 36Q: 3 clusters Score -9615501 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -9615520.000000 Penalty: 3773.741455
	Iteration 37Q: 3 clusters Score -9615520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106954 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -9615507.000000 Penalty: 3773.741455
	Iteration 38Q: 3 clusters Score -9615507 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107030 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -9615528.000000 Penalty: 3773.741455
	Iteration 39Q: 3 clusters Score -9615528 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107095 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -9615553.000000 Penalty: 3773.741455
	Iteration 40F: 3 clusters Score -9615553 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107171 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9615536.000000 Penalty: 3773.741455
	Iteration 41Q: 3 clusters Score -9615536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107229 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -9615535.000000 Penalty: 3773.741455
	Iteration 42Q: 3 clusters Score -9615535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107278 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -9615551.000000 Penalty: 3773.741455
	Iteration 43Q: 3 clusters Score -9615551 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107329 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -9615578.000000 Penalty: 3773.741455
	Iteration 44Q: 3 clusters Score -9615578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107367 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -9615572.000000 Penalty: 3773.741455
	Iteration 45Q: 3 clusters Score -9615572 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107401 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -9615581.000000 Penalty: 3773.741455
	Iteration 46Q: 3 clusters Score -9615581 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107432 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -9615599.000000 Penalty: 3773.741455
	Iteration 47Q: 3 clusters Score -9615599 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107466 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -9615586.000000 Penalty: 3773.741455
	Iteration 48Q: 3 clusters Score -9615586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107504 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -9615591.000000 Penalty: 3773.741455
	Iteration 49Q: 3 clusters Score -9615591 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107537 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9615602.000000 Penalty: 3773.741455
	Iteration 50Q: 3 clusters Score -9615602 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107562 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -9615610.000000 Penalty: 3773.741455
	Iteration 51Q: 3 clusters Score -9615610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -9615605.000000 Penalty: 3773.741455
	Iteration 52Q: 3 clusters Score -9615605 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107601 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -9615596.000000 Penalty: 3773.741455
	Iteration 53Q: 3 clusters Score -9615596 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107629 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9615625.000000 Penalty: 3773.741455
	Iteration 54Q: 3 clusters Score -9615625 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107660 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -9615642.000000 Penalty: 3773.741455
	Iteration 55Q: 3 clusters Score -9615642 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107681 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9615636.000000 Penalty: 3773.741455
	Iteration 56Q: 3 clusters Score -9615636 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107705 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9615646.000000 Penalty: 3773.741455
	Iteration 57Q: 3 clusters Score -9615646 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107722 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -9615648.000000 Penalty: 3773.741455
	Iteration 58Q: 3 clusters Score -9615648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107735 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -9615644.000000 Penalty: 3773.741455
	Iteration 59Q: 3 clusters Score -9615644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107746 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -9615642.000000 Penalty: 3773.741455
	Iteration 60F: 3 clusters Score -9615642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107755 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -9615651.000000 Penalty: 3773.741455
	Iteration 61Q: 3 clusters Score -9615651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -9615652.000000 Penalty: 3773.741455
	Iteration 62Q: 3 clusters Score -9615652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -9615661.000000 Penalty: 3773.741455
	Iteration 63Q: 3 clusters Score -9615661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107776 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -9615660.000000 Penalty: 3773.741455
	Iteration 64Q: 3 clusters Score -9615660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107782 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -9615657.000000 Penalty: 3773.741455
	Iteration 65Q: 3 clusters Score -9615657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107786 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -9615670.000000 Penalty: 3773.741455
	Iteration 66Q: 3 clusters Score -9615670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107798 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9615672.000000 Penalty: 3773.741455
	Iteration 67Q: 3 clusters Score -9615672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107813 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -9615668.000000 Penalty: 3773.741455
	Iteration 68Q: 3 clusters Score -9615668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107828 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9615684.000000 Penalty: 3773.741455
	Iteration 69Q: 3 clusters Score -9615684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107839 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -9615690.000000 Penalty: 3773.741455
	Iteration 70Q: 3 clusters Score -9615690 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107848 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9615686.000000 Penalty: 3773.741455
	Iteration 71Q: 3 clusters Score -9615686 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107861 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -9615670.000000 Penalty: 3773.741455
	Iteration 72Q: 3 clusters Score -9615670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -9615673.000000 Penalty: 3773.741455
	Iteration 73Q: 3 clusters Score -9615673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -9615677.000000 Penalty: 3773.741455
	Iteration 74Q: 3 clusters Score -9615677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -9615672.000000 Penalty: 3773.741455
	Iteration 75Q: 3 clusters Score -9615672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107882 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -9615673.000000 Penalty: 3773.741455
	Iteration 76Q: 3 clusters Score -9615673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107886 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -9615668.000000 Penalty: 3773.741455
	Iteration 77Q: 3 clusters Score -9615668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107891 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9615663.000000 Penalty: 3773.741455
	Iteration 78Q: 3 clusters Score -9615663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107893 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -9615665.000000 Penalty: 3773.741455
	Iteration 79Q: 3 clusters Score -9615665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107895 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -9615666.000000 Penalty: 3773.741455
	Iteration 80F: 3 clusters Score -9615666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -9615658.000000 Penalty: 3773.741455
	Iteration 81Q: 3 clusters Score -9615658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107898 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -9615658.000000 Penalty: 3773.741455
	Iteration 82Q: 3 clusters Score -9615658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107900 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -9615669.000000 Penalty: 3773.741455
	Iteration 83Q: 3 clusters Score -9615669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107902 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -9615668.000000 Penalty: 3773.741455
	Iteration 84Q: 3 clusters Score -9615668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9615670.000000 Penalty: 3773.741455
	Iteration 85Q: 3 clusters Score -9615670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107903 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -9615670.000000 Penalty: 3773.741455
	Iteration 86F: 3 clusters Score -9615670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -370613.937500 Penalty: 1374.127319
	Iteration 0F: 2 clusters Score -370613.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -366871.875000 Penalty: 2748.254639
	Iteration 0F: 3 clusters Score -366871.9 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -368041.593750 Penalty: 2748.254639
	Iteration 1F: 3 clusters Score -368041.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -368408.718750 Penalty: 2748.254639
	Iteration 2F: 3 clusters Score -368408.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -368745.250000 Penalty: 2748.254639
	Iteration 3F: 3 clusters Score -368745.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -369030.906250 Penalty: 2748.254639
	Iteration 4F: 3 clusters Score -369030.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -369224.406250 Penalty: 2748.254639
	Iteration 5Q: 3 clusters Score -369224.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -369349.625000 Penalty: 2748.254639
	Iteration 6Q: 3 clusters Score -369349.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -369457.375000 Penalty: 2748.254639
	Iteration 7Q: 3 clusters Score -369457.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -369535.718750 Penalty: 2748.254639
	Iteration 8Q: 3 clusters Score -369535.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -369594.593750 Penalty: 2748.254639
	Iteration 9Q: 3 clusters Score -369594.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -369674.906250 Penalty: 2748.254639
	Iteration 10Q: 3 clusters Score -369674.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -369769.031250 Penalty: 2748.254639
	Iteration 11Q: 3 clusters Score -369769 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -369848.718750 Penalty: 2748.254639
	Iteration 12Q: 3 clusters Score -369848.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -369904.468750 Penalty: 2748.254639
	Iteration 13Q: 3 clusters Score -369904.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -369954.375000 Penalty: 2748.254639
	Iteration 14Q: 3 clusters Score -369954.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -369995.625000 Penalty: 2748.254639
	Iteration 15Q: 3 clusters Score -369995.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -370031.500000 Penalty: 2748.254639
	Iteration 16Q: 3 clusters Score -370031.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -370066.750000 Penalty: 2748.254639
	Iteration 17Q: 3 clusters Score -370066.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -370091.218750 Penalty: 2748.254639
	Iteration 18Q: 3 clusters Score -370091.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -370109.031250 Penalty: 2748.254639
	Iteration 19Q: 3 clusters Score -370109 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -370121.406250 Penalty: 2748.254639
	Iteration 20F: 3 clusters Score -370121.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -370128.750000 Penalty: 2748.254639
	Iteration 21Q: 3 clusters Score -370128.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -370141.093750 Penalty: 2748.254639
	Iteration 22Q: 3 clusters Score -370141.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -370150.781250 Penalty: 2748.254639
	Iteration 23Q: 3 clusters Score -370150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -370159.093750 Penalty: 2748.254639
	Iteration 24Q: 3 clusters Score -370159.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -370171.656250 Penalty: 2748.254639
	Iteration 25Q: 3 clusters Score -370171.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -370184.218750 Penalty: 2748.254639
	Iteration 26Q: 3 clusters Score -370184.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -370205.437500 Penalty: 2748.254639
	Iteration 27Q: 3 clusters Score -370205.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -370230.125000 Penalty: 2748.254639
	Iteration 28Q: 3 clusters Score -370230.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -370251.281250 Penalty: 2748.254639
	Iteration 29Q: 3 clusters Score -370251.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -370266.250000 Penalty: 2748.254639
	Iteration 30Q: 3 clusters Score -370266.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -370279.093750 Penalty: 2748.254639
	Iteration 31Q: 3 clusters Score -370279.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -370293.656250 Penalty: 2748.254639
	Iteration 32Q: 3 clusters Score -370293.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -370311.218750 Penalty: 2748.254639
	Iteration 33Q: 3 clusters Score -370311.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -370325.875000 Penalty: 2748.254639
	Iteration 34Q: 3 clusters Score -370325.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -370336.937500 Penalty: 2748.254639
	Iteration 35Q: 3 clusters Score -370336.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -370352.937500 Penalty: 2748.254639
	Iteration 36Q: 3 clusters Score -370352.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -370370.312500 Penalty: 2748.254639
	Iteration 37Q: 3 clusters Score -370370.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -370392.312500 Penalty: 2748.254639
	Iteration 38Q: 3 clusters Score -370392.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -370413.843750 Penalty: 2748.254639
	Iteration 39Q: 3 clusters Score -370413.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -370430.312500 Penalty: 2748.254639
	Iteration 40F: 3 clusters Score -370430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -370445.500000 Penalty: 2748.254639
	Iteration 41Q: 3 clusters Score -370445.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -370459.437500 Penalty: 2748.254639
	Iteration 42Q: 3 clusters Score -370459.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -370469.000000 Penalty: 2748.254639
	Iteration 43Q: 3 clusters Score -370469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -370483.281250 Penalty: 2748.254639
	Iteration 44Q: 3 clusters Score -370483.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -370500.093750 Penalty: 2748.254639
	Iteration 45Q: 3 clusters Score -370500.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -370516.625000 Penalty: 2748.254639
	Iteration 46Q: 3 clusters Score -370516.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -370526.531250 Penalty: 2748.254639
	Iteration 47Q: 3 clusters Score -370526.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -370537.968750 Penalty: 2748.254639
	Iteration 48Q: 3 clusters Score -370538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -370545.625000 Penalty: 2748.254639
	Iteration 49Q: 3 clusters Score -370545.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -370553.343750 Penalty: 2748.254639
	Iteration 50Q: 3 clusters Score -370553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -370555.656250 Penalty: 2748.254639
	Iteration 51Q: 3 clusters Score -370555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -370557.250000 Penalty: 2748.254639
	Iteration 52Q: 3 clusters Score -370557.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -370558.781250 Penalty: 2748.254639
	Iteration 53Q: 3 clusters Score -370558.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -370559.968750 Penalty: 2748.254639
	Iteration 54Q: 3 clusters Score -370560 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -370560.343750 Penalty: 2748.254639
	Iteration 55Q: 3 clusters Score -370560.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -370560.343750 Penalty: 2748.254639
	Iteration 56F: 3 clusters Score -370560.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -78532.109375 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -78532.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77135.109375 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -77135.11 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77378.234375 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -77378.23 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77432.039062 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -77432.04 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77453.000000 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -77453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77464.687500 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -77464.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -77471.328125 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -77471.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77475.843750 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -77475.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77476.515625 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -77476.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -77476.671875 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -77476.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77477.140625 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -77477.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -77478.328125 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -77478.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -77482.085938 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -77482.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77485.265625 Penalty: 2230.056152
	Iteration 12Q: 3 clusters Score -77485.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -77487.210938 Penalty: 2230.056152
	Iteration 13Q: 3 clusters Score -77487.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77487.296875 Penalty: 2230.056152
	Iteration 14Q: 3 clusters Score -77487.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -77487.296875 Penalty: 2230.056152
	Iteration 15F: 3 clusters Score -77487.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Entering Unmasked Estep 
Score: -1813560.875000 Penalty: 1614.671265
	Iteration 0F: 2 clusters Score -1813561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1799515.250000 Penalty: 3229.342529
	Iteration 0F: 3 clusters Score -1799515 nChanged 9342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1804734.625000 Penalty: 3229.342529
	Iteration 1F: 3 clusters Score -1804735 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1805241.250000 Penalty: 3229.342529
	Iteration 2F: 3 clusters Score -1805241 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1805842.625000 Penalty: 3229.342529
	Iteration 3F: 3 clusters Score -1805843 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1806683.875000 Penalty: 3229.342529
	Iteration 4F: 3 clusters Score -1806684 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12721 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1807788.625000 Penalty: 3229.342529
	Iteration 5F: 3 clusters Score -1807789 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1808932.500000 Penalty: 3229.342529
	Iteration 6F: 3 clusters Score -1808932 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1809983.500000 Penalty: 3229.342529
	Iteration 7F: 3 clusters Score -1809984 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1810881.375000 Penalty: 3229.342529
	Iteration 8F: 3 clusters Score -1810881 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1811655.250000 Penalty: 3229.342529
	Iteration 9Q: 3 clusters Score -1811655 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1812207.000000 Penalty: 3229.342529
	Iteration 10Q: 3 clusters Score -1812207 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1812626.750000 Penalty: 3229.342529
	Iteration 11Q: 3 clusters Score -1812627 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1812893.750000 Penalty: 3229.342529
	Iteration 12Q: 3 clusters Score -1812894 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1813057.000000 Penalty: 3229.342529
	Iteration 13Q: 3 clusters Score -1813057 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1813176.500000 Penalty: 3229.342529
	Iteration 14Q: 3 clusters Score -1813176 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1813266.125000 Penalty: 3229.342529
	Iteration 15Q: 3 clusters Score -1813266 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1813346.250000 Penalty: 3229.342529
	Iteration 16Q: 3 clusters Score -1813346 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1813415.750000 Penalty: 3229.342529
	Iteration 17Q: 3 clusters Score -1813416 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1813477.250000 Penalty: 3229.342529
	Iteration 18Q: 3 clusters Score -1813477 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1813537.750000 Penalty: 3229.342529
	Iteration 19Q: 3 clusters Score -1813538 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1813599.250000 Penalty: 3229.342529
	Iteration 20F: 3 clusters Score -1813599 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1813653.875000 Penalty: 3229.342529
	Iteration 21Q: 3 clusters Score -1813654 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1813699.625000 Penalty: 3229.342529
	Iteration 22Q: 3 clusters Score -1813700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1813727.375000 Penalty: 3229.342529
	Iteration 23Q: 3 clusters Score -1813727 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1813767.250000 Penalty: 3229.342529
	Iteration 24Q: 3 clusters Score -1813767 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1813793.250000 Penalty: 3229.342529
	Iteration 25Q: 3 clusters Score -1813793 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1813817.250000 Penalty: 3229.342529
	Iteration 26Q: 3 clusters Score -1813817 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1813833.500000 Penalty: 3229.342529
	Iteration 27Q: 3 clusters Score -1813834 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1813839.000000 Penalty: 3229.342529
	Iteration 28Q: 3 clusters Score -1813839 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1813851.625000 Penalty: 3229.342529
	Iteration 29Q: 3 clusters Score -1813852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1813851.375000 Penalty: 3229.342529
	Iteration 30Q: 3 clusters Score -1813851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1813857.625000 Penalty: 3229.342529
	Iteration 31Q: 3 clusters Score -1813858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1813863.375000 Penalty: 3229.342529
	Iteration 32Q: 3 clusters Score -1813863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1813869.375000 Penalty: 3229.342529
	Iteration 33Q: 3 clusters Score -1813869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1813868.875000 Penalty: 3229.342529
	Iteration 34Q: 3 clusters Score -1813869 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1813869.875000 Penalty: 3229.342529
	Iteration 35Q: 3 clusters Score -1813870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1813869.250000 Penalty: 3229.342529
	Iteration 36Q: 3 clusters Score -1813869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1813874.000000 Penalty: 3229.342529
	Iteration 37Q: 3 clusters Score -1813874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1813874.375000 Penalty: 3229.342529
	Iteration 38Q: 3 clusters Score -1813874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1813874.875000 Penalty: 3229.342529
	Iteration 39Q: 3 clusters Score -1813875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1813880.625000 Penalty: 3229.342529
	Iteration 40F: 3 clusters Score -1813881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1813880.625000 Penalty: 3229.342529
	Iteration 41Q: 3 clusters Score -1813881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1813884.500000 Penalty: 3229.342529
	Iteration 42Q: 3 clusters Score -1813884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1813880.625000 Penalty: 3229.342529
	Iteration 43Q: 3 clusters Score -1813881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1813883.375000 Penalty: 3229.342529
	Iteration 44Q: 3 clusters Score -1813883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1813884.000000 Penalty: 3229.342529
	Iteration 45Q: 3 clusters Score -1813884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1813884.000000 Penalty: 3229.342529
	Iteration 46F: 3 clusters Score -1813884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 36264 members 
Mstep: Class 3 contains 1196 members 
Mstep: Class 4 contains 3736 members 
Mstep: Class 5 contains 44639 members 
Mstep: Class 6 contains 4830 members 
Mstep: Class 7 contains 41695 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 4215 members 
Mstep: Class 10 contains 2419 members 
Mstep: Class 11 contains 4095 members 
Mstep: Class 12 contains 12702 members 
Mstep: Class 13 contains 1663 members 
Mstep: Class 14 contains 6647 members 
Mstep: Class 15 contains 36890 members 
Mstep: Class 16 contains 1462 members 
Mstep: Class 17 contains 506 members 
Mstep: Class 18 contains 2905 members 
Mstep: Class 19 contains 15382 members 
Mstep: Class 20 contains 5271 members 
Mstep: Class 21 contains 8794 members 
Mstep: Class 22 contains 8024 members 
Mstep: Class 23 contains 4190 members 
Mstep: Class 24 contains 13279 members 
Mstep: Class 25 contains 4490 members 
Mstep: Class 26 contains 519 members 
Mstep: Class 27 contains 5246 members 
Mstep: Class 28 contains 6726 members 
Mstep: Class 29 contains 2094 members 
Mstep: Class 30 contains 110361 members 
Mstep: Class 31 contains 4704 members 
Mstep: Class 32 contains 955 members 
Mstep: Class 33 contains 17156 members 
Mstep: Class 34 contains 14664 members 
Mstep: Class 35 contains 2993 members 
Mstep: Class 36 contains 3209 members 
Mstep: Class 37 contains 7655 members 
Mstep: Class 38 contains 9845 members 
Mstep: Class 39 contains 6409 members 
Mstep: Class 40 contains 1343 members 
Mstep: Class 41 contains 9369 members 
Mstep: Class 42 contains 3514 members 
Entering Unmasked Estep 
Score: -40898472.000000 Penalty: 89363.875000
Splitting cluster 33 changes total score from -40898568.000000 to -40898472.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 34 (14664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Entering Unmasked Estep 
Score: -1329653.750000 Penalty: 1558.887085
	Iteration 0F: 2 clusters Score -1329654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1319571.750000 Penalty: 3117.774170
	Iteration 0F: 3 clusters Score -1319572 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -1322959.625000 Penalty: 3117.774170
	Iteration 1F: 3 clusters Score -1322960 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1323209.625000 Penalty: 3117.774170
	Iteration 2Q: 3 clusters Score -1323210 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1323417.625000 Penalty: 3117.774170
	Iteration 3Q: 3 clusters Score -1323418 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1323613.250000 Penalty: 3117.774170
	Iteration 4Q: 3 clusters Score -1323613 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1323820.250000 Penalty: 3117.774170
	Iteration 5Q: 3 clusters Score -1323820 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1324013.750000 Penalty: 3117.774170
	Iteration 6Q: 3 clusters Score -1324014 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1324231.750000 Penalty: 3117.774170
	Iteration 7Q: 3 clusters Score -1324232 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -1324517.375000 Penalty: 3117.774170
	Iteration 8Q: 3 clusters Score -1324517 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1324852.500000 Penalty: 3117.774170
	Iteration 9Q: 3 clusters Score -1324852 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1325259.250000 Penalty: 3117.774170
	Iteration 10Q: 3 clusters Score -1325259 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1325711.500000 Penalty: 3117.774170
	Iteration 11Q: 3 clusters Score -1325712 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1326155.750000 Penalty: 3117.774170
	Iteration 12Q: 3 clusters Score -1326156 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1326489.125000 Penalty: 3117.774170
	Iteration 13Q: 3 clusters Score -1326489 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -1326707.750000 Penalty: 3117.774170
	Iteration 14Q: 3 clusters Score -1326708 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -1326860.125000 Penalty: 3117.774170
	Iteration 15Q: 3 clusters Score -1326860 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1326971.250000 Penalty: 3117.774170
	Iteration 16Q: 3 clusters Score -1326971 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1327046.000000 Penalty: 3117.774170
	Iteration 17Q: 3 clusters Score -1327046 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1327118.125000 Penalty: 3117.774170
	Iteration 18Q: 3 clusters Score -1327118 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1327175.250000 Penalty: 3117.774170
	Iteration 19Q: 3 clusters Score -1327175 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1327225.500000 Penalty: 3117.774170
	Iteration 20F: 3 clusters Score -1327226 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1327257.375000 Penalty: 3117.774170
	Iteration 21Q: 3 clusters Score -1327257 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1327277.750000 Penalty: 3117.774170
	Iteration 22Q: 3 clusters Score -1327278 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1327297.250000 Penalty: 3117.774170
	Iteration 23Q: 3 clusters Score -1327297 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1327307.625000 Penalty: 3117.774170
	Iteration 24Q: 3 clusters Score -1327308 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -1327322.375000 Penalty: 3117.774170
	Iteration 25Q: 3 clusters Score -1327322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1327330.875000 Penalty: 3117.774170
	Iteration 26Q: 3 clusters Score -1327331 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1327347.000000 Penalty: 3117.774170
	Iteration 27Q: 3 clusters Score -1327347 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1327357.500000 Penalty: 3117.774170
	Iteration 28Q: 3 clusters Score -1327358 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -1327363.625000 Penalty: 3117.774170
	Iteration 29Q: 3 clusters Score -1327364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1327367.875000 Penalty: 3117.774170
	Iteration 30Q: 3 clusters Score -1327368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -1327373.750000 Penalty: 3117.774170
	Iteration 31Q: 3 clusters Score -1327374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1327379.875000 Penalty: 3117.774170
	Iteration 32Q: 3 clusters Score -1327380 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1327385.250000 Penalty: 3117.774170
	Iteration 33Q: 3 clusters Score -1327385 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1327394.750000 Penalty: 3117.774170
	Iteration 34Q: 3 clusters Score -1327395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1327397.625000 Penalty: 3117.774170
	Iteration 35Q: 3 clusters Score -1327398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -1327402.750000 Penalty: 3117.774170
	Iteration 36Q: 3 clusters Score -1327403 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -1327408.000000 Penalty: 3117.774170
	Iteration 37Q: 3 clusters Score -1327408 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1327418.625000 Penalty: 3117.774170
	Iteration 38Q: 3 clusters Score -1327419 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -1327422.375000 Penalty: 3117.774170
	Iteration 39Q: 3 clusters Score -1327422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1327423.875000 Penalty: 3117.774170
	Iteration 40F: 3 clusters Score -1327424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -1327429.875000 Penalty: 3117.774170
	Iteration 41Q: 3 clusters Score -1327430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 11416 members 
Entering Unmasked Estep 
Score: -1327437.500000 Penalty: 3117.774170
	Iteration 42Q: 3 clusters Score -1327438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1327433.250000 Penalty: 3117.774170
	Iteration 43Q: 3 clusters Score -1327433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1327444.500000 Penalty: 3117.774170
	Iteration 44Q: 3 clusters Score -1327444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -1327442.000000 Penalty: 3117.774170
	Iteration 45Q: 3 clusters Score -1327442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1327444.500000 Penalty: 3117.774170
	Iteration 46Q: 3 clusters Score -1327444 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -1327447.750000 Penalty: 3117.774170
	Iteration 47Q: 3 clusters Score -1327448 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -1327450.250000 Penalty: 3117.774170
	Iteration 48Q: 3 clusters Score -1327450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1327454.250000 Penalty: 3117.774170
	Iteration 49Q: 3 clusters Score -1327454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1327455.750000 Penalty: 3117.774170
	Iteration 50Q: 3 clusters Score -1327456 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1327465.750000 Penalty: 3117.774170
	Iteration 51Q: 3 clusters Score -1327466 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1327467.250000 Penalty: 3117.774170
	Iteration 52Q: 3 clusters Score -1327467 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -1327469.875000 Penalty: 3117.774170
	Iteration 53Q: 3 clusters Score -1327470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -1327475.625000 Penalty: 3117.774170
	Iteration 54Q: 3 clusters Score -1327476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -1327475.000000 Penalty: 3117.774170
	Iteration 55Q: 3 clusters Score -1327475 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -1327475.500000 Penalty: 3117.774170
	Iteration 56Q: 3 clusters Score -1327476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 11714 members 
Entering Unmasked Estep 
Score: -1327476.125000 Penalty: 3117.774170
	Iteration 57Q: 3 clusters Score -1327476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 11731 members 
Entering Unmasked Estep 
Score: -1327482.125000 Penalty: 3117.774170
	Iteration 58Q: 3 clusters Score -1327482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1327481.750000 Penalty: 3117.774170
	Iteration 59Q: 3 clusters Score -1327482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1327480.625000 Penalty: 3117.774170
	Iteration 60F: 3 clusters Score -1327481 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -1327484.000000 Penalty: 3117.774170
	Iteration 61Q: 3 clusters Score -1327484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1327485.500000 Penalty: 3117.774170
	Iteration 62Q: 3 clusters Score -1327486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1327486.250000 Penalty: 3117.774170
	Iteration 63Q: 3 clusters Score -1327486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1327491.625000 Penalty: 3117.774170
	Iteration 64Q: 3 clusters Score -1327492 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1327495.125000 Penalty: 3117.774170
	Iteration 65Q: 3 clusters Score -1327495 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 11850 members 
Entering Unmasked Estep 
Score: -1327497.125000 Penalty: 3117.774170
	Iteration 66Q: 3 clusters Score -1327497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -1327501.250000 Penalty: 3117.774170
	Iteration 67Q: 3 clusters Score -1327501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -1327505.375000 Penalty: 3117.774170
	Iteration 68Q: 3 clusters Score -1327505 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 11924 members 
Entering Unmasked Estep 
Score: -1327510.875000 Penalty: 3117.774170
	Iteration 69Q: 3 clusters Score -1327511 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1327515.500000 Penalty: 3117.774170
	Iteration 70Q: 3 clusters Score -1327516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -1327524.750000 Penalty: 3117.774170
	Iteration 71Q: 3 clusters Score -1327525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -1327531.125000 Penalty: 3117.774170
	Iteration 72Q: 3 clusters Score -1327531 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1327537.750000 Penalty: 3117.774170
	Iteration 73Q: 3 clusters Score -1327538 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -1327543.625000 Penalty: 3117.774170
	Iteration 74Q: 3 clusters Score -1327544 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1327552.625000 Penalty: 3117.774170
	Iteration 75Q: 3 clusters Score -1327553 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1327558.875000 Penalty: 3117.774170
	Iteration 76Q: 3 clusters Score -1327559 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1327568.750000 Penalty: 3117.774170
	Iteration 77Q: 3 clusters Score -1327569 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1327580.125000 Penalty: 3117.774170
	Iteration 78Q: 3 clusters Score -1327580 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1327587.625000 Penalty: 3117.774170
	Iteration 79Q: 3 clusters Score -1327588 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -1327602.125000 Penalty: 3117.774170
	Iteration 80F: 3 clusters Score -1327602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1327609.375000 Penalty: 3117.774170
	Iteration 81Q: 3 clusters Score -1327609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1327623.250000 Penalty: 3117.774170
	Iteration 82Q: 3 clusters Score -1327623 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1327638.750000 Penalty: 3117.774170
	Iteration 83Q: 3 clusters Score -1327639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1327653.125000 Penalty: 3117.774170
	Iteration 84Q: 3 clusters Score -1327653 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -1327667.875000 Penalty: 3117.774170
	Iteration 85Q: 3 clusters Score -1327668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -1327676.125000 Penalty: 3117.774170
	Iteration 86Q: 3 clusters Score -1327676 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -1327687.500000 Penalty: 3117.774170
	Iteration 87Q: 3 clusters Score -1327688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -1327696.125000 Penalty: 3117.774170
	Iteration 88Q: 3 clusters Score -1327696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1327707.250000 Penalty: 3117.774170
	Iteration 89Q: 3 clusters Score -1327707 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -1327715.125000 Penalty: 3117.774170
	Iteration 90Q: 3 clusters Score -1327715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1327725.500000 Penalty: 3117.774170
	Iteration 91Q: 3 clusters Score -1327726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -1327737.375000 Penalty: 3117.774170
	Iteration 92Q: 3 clusters Score -1327737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1327751.125000 Penalty: 3117.774170
	Iteration 93Q: 3 clusters Score -1327751 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1327762.125000 Penalty: 3117.774170
	Iteration 94Q: 3 clusters Score -1327762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1327771.125000 Penalty: 3117.774170
	Iteration 95Q: 3 clusters Score -1327771 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -1327776.750000 Penalty: 3117.774170
	Iteration 96Q: 3 clusters Score -1327777 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1327786.750000 Penalty: 3117.774170
	Iteration 97Q: 3 clusters Score -1327787 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1327794.000000 Penalty: 3117.774170
	Iteration 98Q: 3 clusters Score -1327794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1327803.750000 Penalty: 3117.774170
	Iteration 99Q: 3 clusters Score -1327804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -1327814.625000 Penalty: 3117.774170
	Iteration 100F: 3 clusters Score -1327815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1327827.125000 Penalty: 3117.774170
	Iteration 101Q: 3 clusters Score -1327827 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -1327839.625000 Penalty: 3117.774170
	Iteration 102Q: 3 clusters Score -1327840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -1327852.125000 Penalty: 3117.774170
	Iteration 103Q: 3 clusters Score -1327852 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -1327866.625000 Penalty: 3117.774170
	Iteration 104Q: 3 clusters Score -1327867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1327874.750000 Penalty: 3117.774170
	Iteration 105Q: 3 clusters Score -1327875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1327881.875000 Penalty: 3117.774170
	Iteration 106Q: 3 clusters Score -1327882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1327892.500000 Penalty: 3117.774170
	Iteration 107Q: 3 clusters Score -1327892 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1327913.000000 Penalty: 3117.774170
	Iteration 108Q: 3 clusters Score -1327913 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1327937.750000 Penalty: 3117.774170
	Iteration 109Q: 3 clusters Score -1327938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1327948.500000 Penalty: 3117.774170
	Iteration 110Q: 3 clusters Score -1327948 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -1327960.625000 Penalty: 3117.774170
	Iteration 111Q: 3 clusters Score -1327961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1327974.250000 Penalty: 3117.774170
	Iteration 112Q: 3 clusters Score -1327974 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -1327986.125000 Penalty: 3117.774170
	Iteration 113Q: 3 clusters Score -1327986 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1328000.875000 Penalty: 3117.774170
	Iteration 114Q: 3 clusters Score -1328001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -1328010.500000 Penalty: 3117.774170
	Iteration 115Q: 3 clusters Score -1328010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -1328018.500000 Penalty: 3117.774170
	Iteration 116Q: 3 clusters Score -1328018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1328028.375000 Penalty: 3117.774170
	Iteration 117Q: 3 clusters Score -1328028 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -1328041.750000 Penalty: 3117.774170
	Iteration 118Q: 3 clusters Score -1328042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -1328051.250000 Penalty: 3117.774170
	Iteration 119Q: 3 clusters Score -1328051 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -1328059.625000 Penalty: 3117.774170
	Iteration 120F: 3 clusters Score -1328060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1328071.500000 Penalty: 3117.774170
	Iteration 121Q: 3 clusters Score -1328072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -1328079.875000 Penalty: 3117.774170
	Iteration 122Q: 3 clusters Score -1328080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -1328089.250000 Penalty: 3117.774170
	Iteration 123Q: 3 clusters Score -1328089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1328102.750000 Penalty: 3117.774170
	Iteration 124Q: 3 clusters Score -1328103 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1328115.625000 Penalty: 3117.774170
	Iteration 125Q: 3 clusters Score -1328116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1328137.125000 Penalty: 3117.774170
	Iteration 126Q: 3 clusters Score -1328137 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1328156.125000 Penalty: 3117.774170
	Iteration 127Q: 3 clusters Score -1328156 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1328174.625000 Penalty: 3117.774170
	Iteration 128Q: 3 clusters Score -1328175 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -1328194.000000 Penalty: 3117.774170
	Iteration 129Q: 3 clusters Score -1328194 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -1328204.250000 Penalty: 3117.774170
	Iteration 130Q: 3 clusters Score -1328204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -1328212.250000 Penalty: 3117.774170
	Iteration 131Q: 3 clusters Score -1328212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -1328219.375000 Penalty: 3117.774170
	Iteration 132Q: 3 clusters Score -1328219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1328226.625000 Penalty: 3117.774170
	Iteration 133Q: 3 clusters Score -1328227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -1328228.875000 Penalty: 3117.774170
	Iteration 134Q: 3 clusters Score -1328229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1328229.875000 Penalty: 3117.774170
	Iteration 135Q: 3 clusters Score -1328230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1328228.625000 Penalty: 3117.774170
	Iteration 136Q: 3 clusters Score -1328229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -1328228.625000 Penalty: 3117.774170
	Iteration 137Q: 3 clusters Score -1328229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -1328231.125000 Penalty: 3117.774170
	Iteration 138Q: 3 clusters Score -1328231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1328231.750000 Penalty: 3117.774170
	Iteration 139Q: 3 clusters Score -1328232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1328232.125000 Penalty: 3117.774170
	Iteration 140F: 3 clusters Score -1328232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1328239.500000 Penalty: 3117.774170
	Iteration 141Q: 3 clusters Score -1328240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -1328240.375000 Penalty: 3117.774170
	Iteration 142Q: 3 clusters Score -1328240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -1328244.750000 Penalty: 3117.774170
	Iteration 143Q: 3 clusters Score -1328245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -1328246.500000 Penalty: 3117.774170
	Iteration 144Q: 3 clusters Score -1328246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -1328251.375000 Penalty: 3117.774170
	Iteration 145Q: 3 clusters Score -1328251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -1328252.500000 Penalty: 3117.774170
	Iteration 146Q: 3 clusters Score -1328252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -1328252.625000 Penalty: 3117.774170
	Iteration 147Q: 3 clusters Score -1328253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1328254.375000 Penalty: 3117.774170
	Iteration 148Q: 3 clusters Score -1328254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1328256.500000 Penalty: 3117.774170
	Iteration 149Q: 3 clusters Score -1328256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -1328259.625000 Penalty: 3117.774170
	Iteration 150Q: 3 clusters Score -1328260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -1328264.875000 Penalty: 3117.774170
	Iteration 151Q: 3 clusters Score -1328265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1328266.875000 Penalty: 3117.774170
	Iteration 152Q: 3 clusters Score -1328267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1328268.125000 Penalty: 3117.774170
	Iteration 153Q: 3 clusters Score -1328268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1328270.750000 Penalty: 3117.774170
	Iteration 154Q: 3 clusters Score -1328271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -1328271.625000 Penalty: 3117.774170
	Iteration 155Q: 3 clusters Score -1328272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1328271.125000 Penalty: 3117.774170
	Iteration 156Q: 3 clusters Score -1328271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -1328273.250000 Penalty: 3117.774170
	Iteration 157Q: 3 clusters Score -1328273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1328274.000000 Penalty: 3117.774170
	Iteration 158Q: 3 clusters Score -1328274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1328276.000000 Penalty: 3117.774170
	Iteration 159Q: 3 clusters Score -1328276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1328276.000000 Penalty: 3117.774170
	Iteration 160F: 3 clusters Score -1328276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (2993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Entering Unmasked Estep 
Score: -259627.109375 Penalty: 1300.655029
	Iteration 0F: 2 clusters Score -259627.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -256882.328125 Penalty: 2601.310059
	Iteration 0F: 3 clusters Score -256882.3 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -257540.890625 Penalty: 2601.310059
	Iteration 1F: 3 clusters Score -257540.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -257700.984375 Penalty: 2601.310059
	Iteration 2F: 3 clusters Score -257701 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -257794.328125 Penalty: 2601.310059
	Iteration 3F: 3 clusters Score -257794.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -257849.656250 Penalty: 2601.310059
	Iteration 4Q: 3 clusters Score -257849.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -257894.781250 Penalty: 2601.310059
	Iteration 5Q: 3 clusters Score -257894.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -257929.953125 Penalty: 2601.310059
	Iteration 6Q: 3 clusters Score -257930 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -257958.656250 Penalty: 2601.310059
	Iteration 7Q: 3 clusters Score -257958.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -257982.453125 Penalty: 2601.310059
	Iteration 8Q: 3 clusters Score -257982.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -258010.156250 Penalty: 2601.310059
	Iteration 9Q: 3 clusters Score -258010.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -258028.484375 Penalty: 2601.310059
	Iteration 10Q: 3 clusters Score -258028.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -258040.546875 Penalty: 2601.310059
	Iteration 11Q: 3 clusters Score -258040.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -258052.843750 Penalty: 2601.310059
	Iteration 12Q: 3 clusters Score -258052.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -258066.750000 Penalty: 2601.310059
	Iteration 13Q: 3 clusters Score -258066.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -258078.812500 Penalty: 2601.310059
	Iteration 14Q: 3 clusters Score -258078.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -258090.734375 Penalty: 2601.310059
	Iteration 15Q: 3 clusters Score -258090.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -258102.984375 Penalty: 2601.310059
	Iteration 16Q: 3 clusters Score -258103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -258115.750000 Penalty: 2601.310059
	Iteration 17Q: 3 clusters Score -258115.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -258128.687500 Penalty: 2601.310059
	Iteration 18Q: 3 clusters Score -258128.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -258138.593750 Penalty: 2601.310059
	Iteration 19Q: 3 clusters Score -258138.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -258149.515625 Penalty: 2601.310059
	Iteration 20F: 3 clusters Score -258149.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -258158.468750 Penalty: 2601.310059
	Iteration 21Q: 3 clusters Score -258158.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -258167.062500 Penalty: 2601.310059
	Iteration 22Q: 3 clusters Score -258167.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -258173.546875 Penalty: 2601.310059
	Iteration 23Q: 3 clusters Score -258173.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258179.500000 Penalty: 2601.310059
	Iteration 24Q: 3 clusters Score -258179.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -258186.609375 Penalty: 2601.310059
	Iteration 25Q: 3 clusters Score -258186.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -258196.859375 Penalty: 2601.310059
	Iteration 26Q: 3 clusters Score -258196.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258209.703125 Penalty: 2601.310059
	Iteration 27Q: 3 clusters Score -258209.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258220.250000 Penalty: 2601.310059
	Iteration 28Q: 3 clusters Score -258220.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -258227.468750 Penalty: 2601.310059
	Iteration 29Q: 3 clusters Score -258227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -258232.906250 Penalty: 2601.310059
	Iteration 30Q: 3 clusters Score -258232.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -258237.234375 Penalty: 2601.310059
	Iteration 31Q: 3 clusters Score -258237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -258238.812500 Penalty: 2601.310059
	Iteration 32Q: 3 clusters Score -258238.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -258240.140625 Penalty: 2601.310059
	Iteration 33Q: 3 clusters Score -258240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -258242.796875 Penalty: 2601.310059
	Iteration 34Q: 3 clusters Score -258242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -258245.609375 Penalty: 2601.310059
	Iteration 35Q: 3 clusters Score -258245.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -258247.781250 Penalty: 2601.310059
	Iteration 36Q: 3 clusters Score -258247.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -258249.515625 Penalty: 2601.310059
	Iteration 37Q: 3 clusters Score -258249.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -258253.187500 Penalty: 2601.310059
	Iteration 38Q: 3 clusters Score -258253.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258258.875000 Penalty: 2601.310059
	Iteration 39Q: 3 clusters Score -258258.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -258263.531250 Penalty: 2601.310059
	Iteration 40F: 3 clusters Score -258263.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -258265.984375 Penalty: 2601.310059
	Iteration 41Q: 3 clusters Score -258266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258267.578125 Penalty: 2601.310059
	Iteration 42Q: 3 clusters Score -258267.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -258269.046875 Penalty: 2601.310059
	Iteration 43Q: 3 clusters Score -258269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -258271.343750 Penalty: 2601.310059
	Iteration 44Q: 3 clusters Score -258271.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -258271.671875 Penalty: 2601.310059
	Iteration 45Q: 3 clusters Score -258271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -258273.578125 Penalty: 2601.310059
	Iteration 46Q: 3 clusters Score -258273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -258275.296875 Penalty: 2601.310059
	Iteration 47Q: 3 clusters Score -258275.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -258277.109375 Penalty: 2601.310059
	Iteration 48Q: 3 clusters Score -258277.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -258280.125000 Penalty: 2601.310059
	Iteration 49Q: 3 clusters Score -258280.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258281.421875 Penalty: 2601.310059
	Iteration 50Q: 3 clusters Score -258281.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258282.328125 Penalty: 2601.310059
	Iteration 51Q: 3 clusters Score -258282.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -258282.328125 Penalty: 2601.310059
	Iteration 52F: 3 clusters Score -258282.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (3209 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Entering Unmasked Estep 
Score: -282433.250000 Penalty: 1311.978516
	Iteration 0F: 2 clusters Score -282433.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -279565.218750 Penalty: 2623.957031
	Iteration 0F: 3 clusters Score -279565.2 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -280264.937500 Penalty: 2623.957031
	Iteration 1F: 3 clusters Score -280264.9 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -280429.968750 Penalty: 2623.957031
	Iteration 2F: 3 clusters Score -280430 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -280543.125000 Penalty: 2623.957031
	Iteration 3F: 3 clusters Score -280543.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -280612.375000 Penalty: 2623.957031
	Iteration 4Q: 3 clusters Score -280612.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -280656.531250 Penalty: 2623.957031
	Iteration 5Q: 3 clusters Score -280656.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -280691.718750 Penalty: 2623.957031
	Iteration 6Q: 3 clusters Score -280691.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -280725.593750 Penalty: 2623.957031
	Iteration 7Q: 3 clusters Score -280725.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -280774.750000 Penalty: 2623.957031
	Iteration 8Q: 3 clusters Score -280774.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -280815.781250 Penalty: 2623.957031
	Iteration 9Q: 3 clusters Score -280815.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280852.281250 Penalty: 2623.957031
	Iteration 10Q: 3 clusters Score -280852.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -280900.906250 Penalty: 2623.957031
	Iteration 11Q: 3 clusters Score -280900.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -280949.500000 Penalty: 2623.957031
	Iteration 12Q: 3 clusters Score -280949.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -280993.656250 Penalty: 2623.957031
	Iteration 13Q: 3 clusters Score -280993.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -281047.218750 Penalty: 2623.957031
	Iteration 14Q: 3 clusters Score -281047.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -281106.968750 Penalty: 2623.957031
	Iteration 15Q: 3 clusters Score -281107 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -281168.125000 Penalty: 2623.957031
	Iteration 16Q: 3 clusters Score -281168.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -281237.687500 Penalty: 2623.957031
	Iteration 17Q: 3 clusters Score -281237.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -281289.531250 Penalty: 2623.957031
	Iteration 18Q: 3 clusters Score -281289.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -281326.312500 Penalty: 2623.957031
	Iteration 19Q: 3 clusters Score -281326.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -281366.968750 Penalty: 2623.957031
	Iteration 20F: 3 clusters Score -281367 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -281400.875000 Penalty: 2623.957031
	Iteration 21Q: 3 clusters Score -281400.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -281433.250000 Penalty: 2623.957031
	Iteration 22Q: 3 clusters Score -281433.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -281458.437500 Penalty: 2623.957031
	Iteration 23Q: 3 clusters Score -281458.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -281467.093750 Penalty: 2623.957031
	Iteration 24Q: 3 clusters Score -281467.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -281474.250000 Penalty: 2623.957031
	Iteration 25Q: 3 clusters Score -281474.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -281480.312500 Penalty: 2623.957031
	Iteration 26Q: 3 clusters Score -281480.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -281490.656250 Penalty: 2623.957031
	Iteration 27Q: 3 clusters Score -281490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -281499.125000 Penalty: 2623.957031
	Iteration 28Q: 3 clusters Score -281499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -281507.968750 Penalty: 2623.957031
	Iteration 29Q: 3 clusters Score -281508 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -281516.781250 Penalty: 2623.957031
	Iteration 30Q: 3 clusters Score -281516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -281521.843750 Penalty: 2623.957031
	Iteration 31Q: 3 clusters Score -281521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -281526.375000 Penalty: 2623.957031
	Iteration 32Q: 3 clusters Score -281526.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -281528.687500 Penalty: 2623.957031
	Iteration 33Q: 3 clusters Score -281528.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -281531.281250 Penalty: 2623.957031
	Iteration 34Q: 3 clusters Score -281531.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -281533.625000 Penalty: 2623.957031
	Iteration 35Q: 3 clusters Score -281533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -281534.781250 Penalty: 2623.957031
	Iteration 36Q: 3 clusters Score -281534.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -281534.656250 Penalty: 2623.957031
	Iteration 37Q: 3 clusters Score -281534.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -281535.406250 Penalty: 2623.957031
	Iteration 38Q: 3 clusters Score -281535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -281538.531250 Penalty: 2623.957031
	Iteration 39Q: 3 clusters Score -281538.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -281540.406250 Penalty: 2623.957031
	Iteration 40F: 3 clusters Score -281540.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -281540.906250 Penalty: 2623.957031
	Iteration 41Q: 3 clusters Score -281540.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -281540.906250 Penalty: 2623.957031
	Iteration 42F: 3 clusters Score -281540.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (7655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Entering Unmasked Estep 
Score: -691952.000000 Penalty: 1453.256104
	Iteration 0F: 2 clusters Score -691952 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 3760 members 
Entering Unmasked Estep 
Score: -686311.125000 Penalty: 2906.512207
	Iteration 0F: 3 clusters Score -686311.1 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -688062.625000 Penalty: 2906.512207
	Iteration 1F: 3 clusters Score -688062.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -688305.500000 Penalty: 2906.512207
	Iteration 2F: 3 clusters Score -688305.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -688575.750000 Penalty: 2906.512207
	Iteration 3F: 3 clusters Score -688575.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -688900.500000 Penalty: 2906.512207
	Iteration 4F: 3 clusters Score -688900.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -689231.187500 Penalty: 2906.512207
	Iteration 5F: 3 clusters Score -689231.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -689586.500000 Penalty: 2906.512207
	Iteration 6F: 3 clusters Score -689586.5 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -689898.625000 Penalty: 2906.512207
	Iteration 7F: 3 clusters Score -689898.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -690142.250000 Penalty: 2906.512207
	Iteration 8Q: 3 clusters Score -690142.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -690322.562500 Penalty: 2906.512207
	Iteration 9Q: 3 clusters Score -690322.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -690450.625000 Penalty: 2906.512207
	Iteration 10Q: 3 clusters Score -690450.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -690525.875000 Penalty: 2906.512207
	Iteration 11Q: 3 clusters Score -690525.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -690579.312500 Penalty: 2906.512207
	Iteration 12Q: 3 clusters Score -690579.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -690612.750000 Penalty: 2906.512207
	Iteration 13Q: 3 clusters Score -690612.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -690643.000000 Penalty: 2906.512207
	Iteration 14Q: 3 clusters Score -690643 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -690667.937500 Penalty: 2906.512207
	Iteration 15Q: 3 clusters Score -690667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -690689.687500 Penalty: 2906.512207
	Iteration 16Q: 3 clusters Score -690689.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -690708.187500 Penalty: 2906.512207
	Iteration 17Q: 3 clusters Score -690708.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -690722.125000 Penalty: 2906.512207
	Iteration 18Q: 3 clusters Score -690722.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -690729.500000 Penalty: 2906.512207
	Iteration 19Q: 3 clusters Score -690729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -690741.250000 Penalty: 2906.512207
	Iteration 20F: 3 clusters Score -690741.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -690749.375000 Penalty: 2906.512207
	Iteration 21Q: 3 clusters Score -690749.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -690757.000000 Penalty: 2906.512207
	Iteration 22Q: 3 clusters Score -690757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -690765.125000 Penalty: 2906.512207
	Iteration 23Q: 3 clusters Score -690765.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -690770.375000 Penalty: 2906.512207
	Iteration 24Q: 3 clusters Score -690770.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -690775.312500 Penalty: 2906.512207
	Iteration 25Q: 3 clusters Score -690775.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -690775.562500 Penalty: 2906.512207
	Iteration 26Q: 3 clusters Score -690775.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -690776.812500 Penalty: 2906.512207
	Iteration 27Q: 3 clusters Score -690776.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -690777.500000 Penalty: 2906.512207
	Iteration 28Q: 3 clusters Score -690777.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -690777.500000 Penalty: 2906.512207
	Iteration 29F: 3 clusters Score -690777.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (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: -866379.312500 Penalty: 1494.141846
	Iteration 0F: 2 clusters Score -866379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -859326.687500 Penalty: 2988.283691
	Iteration 0F: 3 clusters Score -859326.7 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -861680.000000 Penalty: 2988.283691
	Iteration 1F: 3 clusters Score -861680 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -861958.062500 Penalty: 2988.283691
	Iteration 2F: 3 clusters Score -861958.1 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -862173.875000 Penalty: 2988.283691
	Iteration 3F: 3 clusters Score -862173.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -862333.125000 Penalty: 2988.283691
	Iteration 4Q: 3 clusters Score -862333.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -862470.500000 Penalty: 2988.283691
	Iteration 5Q: 3 clusters Score -862470.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -862604.125000 Penalty: 2988.283691
	Iteration 6Q: 3 clusters Score -862604.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -862746.812500 Penalty: 2988.283691
	Iteration 7Q: 3 clusters Score -862746.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -862894.625000 Penalty: 2988.283691
	Iteration 8Q: 3 clusters Score -862894.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -863058.437500 Penalty: 2988.283691
	Iteration 9Q: 3 clusters Score -863058.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -863241.312500 Penalty: 2988.283691
	Iteration 10Q: 3 clusters Score -863241.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -863425.187500 Penalty: 2988.283691
	Iteration 11Q: 3 clusters Score -863425.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -863574.937500 Penalty: 2988.283691
	Iteration 12Q: 3 clusters Score -863574.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -863696.750000 Penalty: 2988.283691
	Iteration 13Q: 3 clusters Score -863696.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -863782.187500 Penalty: 2988.283691
	Iteration 14Q: 3 clusters Score -863782.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -863874.875000 Penalty: 2988.283691
	Iteration 15Q: 3 clusters Score -863874.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -863951.000000 Penalty: 2988.283691
	Iteration 16Q: 3 clusters Score -863951 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -864016.687500 Penalty: 2988.283691
	Iteration 17Q: 3 clusters Score -864016.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -864088.875000 Penalty: 2988.283691
	Iteration 18Q: 3 clusters Score -864088.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -864142.750000 Penalty: 2988.283691
	Iteration 19Q: 3 clusters Score -864142.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -864201.375000 Penalty: 2988.283691
	Iteration 20F: 3 clusters Score -864201.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -864264.062500 Penalty: 2988.283691
	Iteration 21Q: 3 clusters Score -864264.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -864316.125000 Penalty: 2988.283691
	Iteration 22Q: 3 clusters Score -864316.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -864376.312500 Penalty: 2988.283691
	Iteration 23Q: 3 clusters Score -864376.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -864434.812500 Penalty: 2988.283691
	Iteration 24Q: 3 clusters Score -864434.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -864492.125000 Penalty: 2988.283691
	Iteration 25Q: 3 clusters Score -864492.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -864548.750000 Penalty: 2988.283691
	Iteration 26Q: 3 clusters Score -864548.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -864606.437500 Penalty: 2988.283691
	Iteration 27Q: 3 clusters Score -864606.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -864659.250000 Penalty: 2988.283691
	Iteration 28Q: 3 clusters Score -864659.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -864700.125000 Penalty: 2988.283691
	Iteration 29Q: 3 clusters Score -864700.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -864747.250000 Penalty: 2988.283691
	Iteration 30Q: 3 clusters Score -864747.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -864789.125000 Penalty: 2988.283691
	Iteration 31Q: 3 clusters Score -864789.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -864820.562500 Penalty: 2988.283691
	Iteration 32Q: 3 clusters Score -864820.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -864850.062500 Penalty: 2988.283691
	Iteration 33Q: 3 clusters Score -864850.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -864869.937500 Penalty: 2988.283691
	Iteration 34Q: 3 clusters Score -864869.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -864890.250000 Penalty: 2988.283691
	Iteration 35Q: 3 clusters Score -864890.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -864905.125000 Penalty: 2988.283691
	Iteration 36Q: 3 clusters Score -864905.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -864919.375000 Penalty: 2988.283691
	Iteration 37Q: 3 clusters Score -864919.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -864929.625000 Penalty: 2988.283691
	Iteration 38Q: 3 clusters Score -864929.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -864936.875000 Penalty: 2988.283691
	Iteration 39Q: 3 clusters Score -864936.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -864941.312500 Penalty: 2988.283691
	Iteration 40F: 3 clusters Score -864941.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -864949.625000 Penalty: 2988.283691
	Iteration 41Q: 3 clusters Score -864949.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -864962.312500 Penalty: 2988.283691
	Iteration 42Q: 3 clusters Score -864962.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -864975.937500 Penalty: 2988.283691
	Iteration 43Q: 3 clusters Score -864975.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -864999.937500 Penalty: 2988.283691
	Iteration 44Q: 3 clusters Score -864999.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -865009.687500 Penalty: 2988.283691
	Iteration 45Q: 3 clusters Score -865009.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -865026.812500 Penalty: 2988.283691
	Iteration 46Q: 3 clusters Score -865026.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -865039.187500 Penalty: 2988.283691
	Iteration 47Q: 3 clusters Score -865039.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -865051.437500 Penalty: 2988.283691
	Iteration 48Q: 3 clusters Score -865051.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -865059.500000 Penalty: 2988.283691
	Iteration 49Q: 3 clusters Score -865059.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -865071.250000 Penalty: 2988.283691
	Iteration 50Q: 3 clusters Score -865071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -865074.750000 Penalty: 2988.283691
	Iteration 51Q: 3 clusters Score -865074.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -865078.750000 Penalty: 2988.283691
	Iteration 52Q: 3 clusters Score -865078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -865081.312500 Penalty: 2988.283691
	Iteration 53Q: 3 clusters Score -865081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -865085.000000 Penalty: 2988.283691
	Iteration 54Q: 3 clusters Score -865085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -865090.500000 Penalty: 2988.283691
	Iteration 55Q: 3 clusters Score -865090.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -865092.250000 Penalty: 2988.283691
	Iteration 56Q: 3 clusters Score -865092.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -865092.312500 Penalty: 2988.283691
	Iteration 57Q: 3 clusters Score -865092.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -865094.375000 Penalty: 2988.283691
	Iteration 58Q: 3 clusters Score -865094.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -865095.312500 Penalty: 2988.283691
	Iteration 59Q: 3 clusters Score -865095.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -865095.875000 Penalty: 2988.283691
	Iteration 60F: 3 clusters Score -865095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -865096.562500 Penalty: 2988.283691
	Iteration 61Q: 3 clusters Score -865096.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -865096.562500 Penalty: 2988.283691
	Iteration 62F: 3 clusters Score -865096.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (6409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Entering Unmasked Estep 
Score: -564453.562500 Penalty: 1424.386963
	Iteration 0F: 2 clusters Score -564453.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -559592.875000 Penalty: 2848.773926
	Iteration 0F: 3 clusters Score -559592.9 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -561020.687500 Penalty: 2848.773926
	Iteration 1F: 3 clusters Score -561020.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -561186.062500 Penalty: 2848.773926
	Iteration 2F: 3 clusters Score -561186.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -561304.125000 Penalty: 2848.773926
	Iteration 3Q: 3 clusters Score -561304.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -561406.437500 Penalty: 2848.773926
	Iteration 4Q: 3 clusters Score -561406.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -561512.062500 Penalty: 2848.773926
	Iteration 5Q: 3 clusters Score -561512.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -561611.625000 Penalty: 2848.773926
	Iteration 6Q: 3 clusters Score -561611.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -561710.125000 Penalty: 2848.773926
	Iteration 7Q: 3 clusters Score -561710.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -561814.687500 Penalty: 2848.773926
	Iteration 8Q: 3 clusters Score -561814.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -561940.812500 Penalty: 2848.773926
	Iteration 9Q: 3 clusters Score -561940.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -562072.812500 Penalty: 2848.773926
	Iteration 10Q: 3 clusters Score -562072.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -562214.125000 Penalty: 2848.773926
	Iteration 11Q: 3 clusters Score -562214.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -562339.750000 Penalty: 2848.773926
	Iteration 12Q: 3 clusters Score -562339.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -562434.187500 Penalty: 2848.773926
	Iteration 13Q: 3 clusters Score -562434.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -562511.500000 Penalty: 2848.773926
	Iteration 14Q: 3 clusters Score -562511.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -562572.312500 Penalty: 2848.773926
	Iteration 15Q: 3 clusters Score -562572.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -562619.687500 Penalty: 2848.773926
	Iteration 16Q: 3 clusters Score -562619.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -562662.062500 Penalty: 2848.773926
	Iteration 17Q: 3 clusters Score -562662.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -562705.000000 Penalty: 2848.773926
	Iteration 18Q: 3 clusters Score -562705 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -562740.687500 Penalty: 2848.773926
	Iteration 19Q: 3 clusters Score -562740.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -562780.625000 Penalty: 2848.773926
	Iteration 20F: 3 clusters Score -562780.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -562823.625000 Penalty: 2848.773926
	Iteration 21Q: 3 clusters Score -562823.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -562860.250000 Penalty: 2848.773926
	Iteration 22Q: 3 clusters Score -562860.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -562885.000000 Penalty: 2848.773926
	Iteration 23Q: 3 clusters Score -562885 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -562904.812500 Penalty: 2848.773926
	Iteration 24Q: 3 clusters Score -562904.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -562914.500000 Penalty: 2848.773926
	Iteration 25Q: 3 clusters Score -562914.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -562926.250000 Penalty: 2848.773926
	Iteration 26Q: 3 clusters Score -562926.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -562934.812500 Penalty: 2848.773926
	Iteration 27Q: 3 clusters Score -562934.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -562940.437500 Penalty: 2848.773926
	Iteration 28Q: 3 clusters Score -562940.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -562949.750000 Penalty: 2848.773926
	Iteration 29Q: 3 clusters Score -562949.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -562958.000000 Penalty: 2848.773926
	Iteration 30Q: 3 clusters Score -562958 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -562968.812500 Penalty: 2848.773926
	Iteration 31Q: 3 clusters Score -562968.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -562974.312500 Penalty: 2848.773926
	Iteration 32Q: 3 clusters Score -562974.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -562980.312500 Penalty: 2848.773926
	Iteration 33Q: 3 clusters Score -562980.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -562985.125000 Penalty: 2848.773926
	Iteration 34Q: 3 clusters Score -562985.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -562990.375000 Penalty: 2848.773926
	Iteration 35Q: 3 clusters Score -562990.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -562993.687500 Penalty: 2848.773926
	Iteration 36Q: 3 clusters Score -562993.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -562996.625000 Penalty: 2848.773926
	Iteration 37Q: 3 clusters Score -562996.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -563000.625000 Penalty: 2848.773926
	Iteration 38Q: 3 clusters Score -563000.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -563006.750000 Penalty: 2848.773926
	Iteration 39Q: 3 clusters Score -563006.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -563011.312500 Penalty: 2848.773926
	Iteration 40F: 3 clusters Score -563011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -563013.562500 Penalty: 2848.773926
	Iteration 41Q: 3 clusters Score -563013.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -563016.125000 Penalty: 2848.773926
	Iteration 42Q: 3 clusters Score -563016.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -563018.500000 Penalty: 2848.773926
	Iteration 43Q: 3 clusters Score -563018.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -563020.375000 Penalty: 2848.773926
	Iteration 44Q: 3 clusters Score -563020.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -563023.500000 Penalty: 2848.773926
	Iteration 45Q: 3 clusters Score -563023.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -563027.500000 Penalty: 2848.773926
	Iteration 46Q: 3 clusters Score -563027.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -563028.375000 Penalty: 2848.773926
	Iteration 47Q: 3 clusters Score -563028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -563030.750000 Penalty: 2848.773926
	Iteration 48Q: 3 clusters Score -563030.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -563031.875000 Penalty: 2848.773926
	Iteration 49Q: 3 clusters Score -563031.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -563032.437500 Penalty: 2848.773926
	Iteration 50Q: 3 clusters Score -563032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -563031.750000 Penalty: 2848.773926
	Iteration 51Q: 3 clusters Score -563031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -563032.812500 Penalty: 2848.773926
	Iteration 52Q: 3 clusters Score -563032.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -563032.812500 Penalty: 2848.773926
	Iteration 53F: 3 clusters Score -563032.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (1343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Entering Unmasked Estep 
Score: -110664.976562 Penalty: 1170.432373
	Iteration 0F: 2 clusters Score -110665 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 686 members 
Entering Unmasked Estep 
Score: -109005.320312 Penalty: 2340.864746
	Iteration 0F: 3 clusters Score -109005.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -109383.296875 Penalty: 2340.864746
	Iteration 1F: 3 clusters Score -109383.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -109490.718750 Penalty: 2340.864746
	Iteration 2F: 3 clusters Score -109490.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -109544.289062 Penalty: 2340.864746
	Iteration 3Q: 3 clusters Score -109544.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -109573.703125 Penalty: 2340.864746
	Iteration 4Q: 3 clusters Score -109573.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -109590.789062 Penalty: 2340.864746
	Iteration 5Q: 3 clusters Score -109590.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -109606.937500 Penalty: 2340.864746
	Iteration 6Q: 3 clusters Score -109606.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109622.859375 Penalty: 2340.864746
	Iteration 7Q: 3 clusters Score -109622.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -109634.898438 Penalty: 2340.864746
	Iteration 8Q: 3 clusters Score -109634.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -109643.984375 Penalty: 2340.864746
	Iteration 9Q: 3 clusters Score -109644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -109647.976562 Penalty: 2340.864746
	Iteration 10Q: 3 clusters Score -109648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -109654.195312 Penalty: 2340.864746
	Iteration 11Q: 3 clusters Score -109654.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -109655.257812 Penalty: 2340.864746
	Iteration 12Q: 3 clusters Score -109655.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -109659.703125 Penalty: 2340.864746
	Iteration 13Q: 3 clusters Score -109659.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -109662.289062 Penalty: 2340.864746
	Iteration 14Q: 3 clusters Score -109662.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109664.757812 Penalty: 2340.864746
	Iteration 15Q: 3 clusters Score -109664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109666.687500 Penalty: 2340.864746
	Iteration 16Q: 3 clusters Score -109666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -109669.351562 Penalty: 2340.864746
	Iteration 17Q: 3 clusters Score -109669.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -109672.375000 Penalty: 2340.864746
	Iteration 18Q: 3 clusters Score -109672.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -109674.882812 Penalty: 2340.864746
	Iteration 19Q: 3 clusters Score -109674.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -109678.695312 Penalty: 2340.864746
	Iteration 20F: 3 clusters Score -109678.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -109680.312500 Penalty: 2340.864746
	Iteration 21Q: 3 clusters Score -109680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -109680.703125 Penalty: 2340.864746
	Iteration 22Q: 3 clusters Score -109680.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109681.648438 Penalty: 2340.864746
	Iteration 23Q: 3 clusters Score -109681.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -109681.648438 Penalty: 2340.864746
	Iteration 24F: 3 clusters Score -109681.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (9369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Entering Unmasked Estep 
Score: -820703.500000 Penalty: 1486.088745
	Iteration 0F: 2 clusters Score -820703.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -813982.250000 Penalty: 2972.177490
	Iteration 0F: 3 clusters Score -813982.2 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -816183.375000 Penalty: 2972.177490
	Iteration 1F: 3 clusters Score -816183.4 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -816581.500000 Penalty: 2972.177490
	Iteration 2F: 3 clusters Score -816581.5 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -816985.937500 Penalty: 2972.177490
	Iteration 3F: 3 clusters Score -816985.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -817431.375000 Penalty: 2972.177490
	Iteration 4F: 3 clusters Score -817431.4 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -817864.937500 Penalty: 2972.177490
	Iteration 5F: 3 clusters Score -817864.9 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -818208.312500 Penalty: 2972.177490
	Iteration 6F: 3 clusters Score -818208.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -818489.375000 Penalty: 2972.177490
	Iteration 7Q: 3 clusters Score -818489.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -818717.000000 Penalty: 2972.177490
	Iteration 8Q: 3 clusters Score -818717 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -818938.687500 Penalty: 2972.177490
	Iteration 9Q: 3 clusters Score -818938.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -819138.437500 Penalty: 2972.177490
	Iteration 10Q: 3 clusters Score -819138.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -819335.625000 Penalty: 2972.177490
	Iteration 11Q: 3 clusters Score -819335.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -819504.250000 Penalty: 2972.177490
	Iteration 12Q: 3 clusters Score -819504.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -819620.625000 Penalty: 2972.177490
	Iteration 13Q: 3 clusters Score -819620.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -819698.062500 Penalty: 2972.177490
	Iteration 14Q: 3 clusters Score -819698.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -819753.000000 Penalty: 2972.177490
	Iteration 15Q: 3 clusters Score -819753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -819782.625000 Penalty: 2972.177490
	Iteration 16Q: 3 clusters Score -819782.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -819802.750000 Penalty: 2972.177490
	Iteration 17Q: 3 clusters Score -819802.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -819822.312500 Penalty: 2972.177490
	Iteration 18Q: 3 clusters Score -819822.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -819839.750000 Penalty: 2972.177490
	Iteration 19Q: 3 clusters Score -819839.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -819857.500000 Penalty: 2972.177490
	Iteration 20F: 3 clusters Score -819857.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -819867.125000 Penalty: 2972.177490
	Iteration 21Q: 3 clusters Score -819867.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -819875.500000 Penalty: 2972.177490
	Iteration 22Q: 3 clusters Score -819875.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -819882.687500 Penalty: 2972.177490
	Iteration 23Q: 3 clusters Score -819882.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -819884.125000 Penalty: 2972.177490
	Iteration 24Q: 3 clusters Score -819884.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -819885.625000 Penalty: 2972.177490
	Iteration 25Q: 3 clusters Score -819885.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -819887.000000 Penalty: 2972.177490
	Iteration 26Q: 3 clusters Score -819887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -819889.375000 Penalty: 2972.177490
	Iteration 27Q: 3 clusters Score -819889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -819891.125000 Penalty: 2972.177490
	Iteration 28Q: 3 clusters Score -819891.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -819891.625000 Penalty: 2972.177490
	Iteration 29Q: 3 clusters Score -819891.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -819891.937500 Penalty: 2972.177490
	Iteration 30Q: 3 clusters Score -819891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -819890.562500 Penalty: 2972.177490
	Iteration 31Q: 3 clusters Score -819890.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -819890.562500 Penalty: 2972.177490
	Iteration 32F: 3 clusters Score -819890.6 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122688888.000000 Penalty: 94555.671875
24->42 Clusters: Score -122688888.000000, best is -122837864.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 485827 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 20451 members 
Mstep: Class 3 contains 20070 members 
Mstep: Class 4 contains 20295 members 
Mstep: Class 5 contains 20251 members 
Mstep: Class 6 contains 20382 members 
Mstep: Class 7 contains 20339 members 
Mstep: Class 8 contains 20252 members 
Mstep: Class 9 contains 19997 members 
Mstep: Class 10 contains 20510 members 
Mstep: Class 11 contains 20417 members 
Mstep: Class 12 contains 20365 members 
Mstep: Class 13 contains 20045 members 
Mstep: Class 14 contains 20061 members 
Mstep: Class 15 contains 20383 members 
Mstep: Class 16 contains 20223 members 
Mstep: Class 17 contains 20310 members 
Mstep: Class 18 contains 20160 members 
Mstep: Class 19 contains 20153 members 
Mstep: Class 20 contains 20328 members 
Mstep: Class 21 contains 20292 members 
Mstep: Class 22 contains 20289 members 
Mstep: Class 23 contains 19928 members 
Mstep: Class 24 contains 20264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 466.243317 but Gain 2127.710938
Score: -37513488.000000 Penalty: 48937.359375
Iteration 0F: 24 clusters Score -3.751349e+07 nChanged 462327
Entering Unmasked Mstep 
Mstep: Class 0 contains 590 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 29693 members 
Mstep: Class 3 contains 15356 members 
Mstep: Class 4 contains 23683 members 
Mstep: Class 5 contains 31064 members 
Mstep: Class 6 contains 45839 members 
Mstep: Class 7 contains 27101 members 
Mstep: Class 8 contains 34258 members 
Mstep: Class 9 contains 40186 members 
Mstep: Class 10 contains 15250 members 
Mstep: Class 11 contains 17426 members 
Mstep: Class 12 contains 26178 members 
Mstep: Class 13 contains 13984 members 
Mstep: Class 14 contains 11919 members 
Mstep: Class 15 contains 11417 members 
Mstep: Class 16 contains 7578 members 
Mstep: Class 17 contains 13933 members 
Mstep: Class 18 contains 25537 members 
Mstep: Class 19 contains 10464 members 
Mstep: Class 20 contains 11631 members 
Mstep: Class 21 contains 27951 members 
Mstep: Class 23 contains 8618 members 
Mstep: Class 24 contains 17776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39483244.000000 Penalty: 48937.359375
Iteration 1F: 24 clusters Score -3.948324e+07 nChanged 194969
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 26382 members 
Mstep: Class 3 contains 18124 members 
Mstep: Class 4 contains 35156 members 
Mstep: Class 5 contains 37651 members 
Mstep: Class 6 contains 60696 members 
Mstep: Class 7 contains 34216 members 
Mstep: Class 8 contains 44731 members 
Mstep: Class 9 contains 35643 members 
Mstep: Class 10 contains 11988 members 
Mstep: Class 11 contains 19250 members 
Mstep: Class 12 contains 18089 members 
Mstep: Class 13 contains 10478 members 
Mstep: Class 14 contains 10881 members 
Mstep: Class 15 contains 8179 members 
Mstep: Class 16 contains 9641 members 
Mstep: Class 17 contains 7969 members 
Mstep: Class 18 contains 26768 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 7957 members 
Mstep: Class 21 contains 19856 members 
Mstep: Class 23 contains 6709 members 
Mstep: Class 24 contains 10546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -39937284.000000 Penalty: 48937.359375
Iteration 2F: 24 clusters Score -3.993728e+07 nChanged 129933
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 21043 members 
Mstep: Class 3 contains 18855 members 
Mstep: Class 4 contains 44832 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 65147 members 
Mstep: Class 7 contains 34209 members 
Mstep: Class 8 contains 43434 members 
Mstep: Class 9 contains 32095 members 
Mstep: Class 10 contains 8856 members 
Mstep: Class 11 contains 26936 members 
Mstep: Class 12 contains 14739 members 
Mstep: Class 13 contains 8359 members 
Mstep: Class 14 contains 13170 members 
Mstep: Class 15 contains 11562 members 
Mstep: Class 16 contains 10152 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 27398 members 
Mstep: Class 19 contains 4783 members 
Mstep: Class 20 contains 3561 members 
Mstep: Class 21 contains 16111 members 
Mstep: Class 23 contains 9561 members 
Mstep: Class 24 contains 8035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40207428.000000 Penalty: 48937.359375
Iteration 3F: 24 clusters Score -4.020743e+07 nChanged 105931
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 15389 members 
Mstep: Class 3 contains 15530 members 
Mstep: Class 4 contains 56581 members 
Mstep: Class 5 contains 39999 members 
Mstep: Class 6 contains 61718 members 
Mstep: Class 7 contains 29269 members 
Mstep: Class 8 contains 36205 members 
Mstep: Class 9 contains 28078 members 
Mstep: Class 10 contains 6592 members 
Mstep: Class 11 contains 36401 members 
Mstep: Class 12 contains 13443 members 
Mstep: Class 13 contains 6511 members 
Mstep: Class 14 contains 16501 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 9908 members 
Mstep: Class 17 contains 7236 members 
Mstep: Class 18 contains 32496 members 
Mstep: Class 19 contains 2842 members 
Mstep: Class 20 contains 1588 members 
Mstep: Class 21 contains 15382 members 
Mstep: Class 23 contains 14348 members 
Mstep: Class 24 contains 8034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2105.414551 but Gain 2127.710938
Score: -40406636.000000 Penalty: 46809.648438
Iteration 4F: 23 clusters Score -4.040664e+07 nChanged 92290
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 10344 members 
Mstep: Class 3 contains 11745 members 
Mstep: Class 4 contains 73794 members 
Mstep: Class 5 contains 36319 members 
Mstep: Class 6 contains 52475 members 
Mstep: Class 7 contains 22643 members 
Mstep: Class 8 contains 25275 members 
Mstep: Class 9 contains 25107 members 
Mstep: Class 10 contains 4838 members 
Mstep: Class 11 contains 43344 members 
Mstep: Class 12 contains 13540 members 
Mstep: Class 13 contains 4890 members 
Mstep: Class 14 contains 20116 members 
Mstep: Class 15 contains 24437 members 
Mstep: Class 16 contains 10047 members 
Mstep: Class 17 contains 7030 members 
Mstep: Class 18 contains 46281 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 15111 members 
Mstep: Class 23 contains 17547 members 
Mstep: Class 24 contains 8864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40564268.000000 Penalty: 46809.648438
Iteration 5F: 23 clusters Score -4.056427e+07 nChanged 69464
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6838 members 
Mstep: Class 3 contains 9286 members 
Mstep: Class 4 contains 90835 members 
Mstep: Class 5 contains 32781 members 
Mstep: Class 6 contains 41431 members 
Mstep: Class 7 contains 17854 members 
Mstep: Class 8 contains 15408 members 
Mstep: Class 9 contains 24635 members 
Mstep: Class 10 contains 3212 members 
Mstep: Class 11 contains 46411 members 
Mstep: Class 12 contains 13818 members 
Mstep: Class 13 contains 3778 members 
Mstep: Class 14 contains 22348 members 
Mstep: Class 15 contains 26518 members 
Mstep: Class 16 contains 10493 members 
Mstep: Class 17 contains 6641 members 
Mstep: Class 18 contains 60408 members 
Mstep: Class 20 contains 944 members 
Mstep: Class 21 contains 14171 members 
Mstep: Class 23 contains 18978 members 
Mstep: Class 24 contains 9458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40660284.000000 Penalty: 46809.648438
Iteration 6F: 23 clusters Score -4.066028e+07 nChanged 45200
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 5263 members 
Mstep: Class 3 contains 7821 members 
Mstep: Class 4 contains 103447 members 
Mstep: Class 5 contains 31494 members 
Mstep: Class 6 contains 33141 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 9363 members 
Mstep: Class 9 contains 24510 members 
Mstep: Class 10 contains 2216 members 
Mstep: Class 11 contains 46737 members 
Mstep: Class 12 contains 14013 members 
Mstep: Class 13 contains 3077 members 
Mstep: Class 14 contains 23376 members 
Mstep: Class 15 contains 27300 members 
Mstep: Class 16 contains 10946 members 
Mstep: Class 17 contains 6163 members 
Mstep: Class 18 contains 68438 members 
Mstep: Class 20 contains 898 members 
Mstep: Class 21 contains 12966 members 
Mstep: Class 23 contains 19380 members 
Mstep: Class 24 contains 9730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40716044.000000 Penalty: 46809.648438
Iteration 7F: 23 clusters Score -4.071604e+07 nChanged 31379
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 6966 members 
Mstep: Class 4 contains 112123 members 
Mstep: Class 5 contains 31346 members 
Mstep: Class 6 contains 27330 members 
Mstep: Class 7 contains 15221 members 
Mstep: Class 8 contains 6152 members 
Mstep: Class 9 contains 24175 members 
Mstep: Class 10 contains 1703 members 
Mstep: Class 11 contains 46150 members 
Mstep: Class 12 contains 14553 members 
Mstep: Class 13 contains 2717 members 
Mstep: Class 14 contains 23917 members 
Mstep: Class 15 contains 27655 members 
Mstep: Class 16 contains 11001 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 18 contains 73483 members 
Mstep: Class 20 contains 880 members 
Mstep: Class 21 contains 11969 members 
Mstep: Class 23 contains 19175 members 
Mstep: Class 24 contains 9745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 2054.109131 but Gain 2127.710938
Score: -40742708.000000 Penalty: 44681.937500
Iteration 8F: 22 clusters Score -4.074271e+07 nChanged 23528
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 118071 members 
Mstep: Class 5 contains 31127 members 
Mstep: Class 6 contains 23528 members 
Mstep: Class 7 contains 14064 members 
Mstep: Class 8 contains 4545 members 
Mstep: Class 9 contains 23990 members 
Mstep: Class 11 contains 45808 members 
Mstep: Class 12 contains 14924 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 14 contains 24334 members 
Mstep: Class 15 contains 27661 members 
Mstep: Class 16 contains 10994 members 
Mstep: Class 17 contains 5384 members 
Mstep: Class 18 contains 77861 members 
Mstep: Class 20 contains 881 members 
Mstep: Class 21 contains 11268 members 
Mstep: Class 23 contains 18973 members 
Mstep: Class 24 contains 9739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40760352.000000 Penalty: 44681.937500
Iteration 9Q: 22 clusters Score -4.076035e+07 nChanged 16680
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 5301 members 
Mstep: Class 3 contains 6058 members 
Mstep: Class 4 contains 122171 members 
Mstep: Class 5 contains 30891 members 
Mstep: Class 6 contains 21059 members 
Mstep: Class 7 contains 12965 members 
Mstep: Class 8 contains 3635 members 
Mstep: Class 9 contains 23896 members 
Mstep: Class 11 contains 45400 members 
Mstep: Class 12 contains 15158 members 
Mstep: Class 13 contains 2455 members 
Mstep: Class 14 contains 24717 members 
Mstep: Class 15 contains 27526 members 
Mstep: Class 16 contains 10992 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 80747 members 
Mstep: Class 20 contains 867 members 
Mstep: Class 21 contains 10718 members 
Mstep: Class 23 contains 18453 members 
Mstep: Class 24 contains 9529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40770264.000000 Penalty: 44681.937500
Iteration 10Q: 22 clusters Score -4.077026e+07 nChanged 12892
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 5629 members 
Mstep: Class 3 contains 5729 members 
Mstep: Class 4 contains 125143 members 
Mstep: Class 5 contains 30708 members 
Mstep: Class 6 contains 19436 members 
Mstep: Class 7 contains 12030 members 
Mstep: Class 8 contains 3137 members 
Mstep: Class 9 contains 23773 members 
Mstep: Class 11 contains 45080 members 
Mstep: Class 12 contains 15348 members 
Mstep: Class 13 contains 2377 members 
Mstep: Class 14 contains 25008 members 
Mstep: Class 15 contains 27297 members 
Mstep: Class 16 contains 11053 members 
Mstep: Class 17 contains 4784 members 
Mstep: Class 18 contains 83019 members 
Mstep: Class 20 contains 877 members 
Mstep: Class 21 contains 10339 members 
Mstep: Class 23 contains 17931 members 
Mstep: Class 24 contains 9359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40777328.000000 Penalty: 44681.937500
Iteration 11Q: 22 clusters Score -4.077733e+07 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 5956 members 
Mstep: Class 3 contains 5447 members 
Mstep: Class 4 contains 127442 members 
Mstep: Class 5 contains 30579 members 
Mstep: Class 6 contains 18226 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 2915 members 
Mstep: Class 9 contains 23634 members 
Mstep: Class 11 contains 44826 members 
Mstep: Class 12 contains 15464 members 
Mstep: Class 13 contains 2324 members 
Mstep: Class 14 contains 25246 members 
Mstep: Class 15 contains 26962 members 
Mstep: Class 16 contains 11127 members 
Mstep: Class 17 contains 4560 members 
Mstep: Class 18 contains 84883 members 
Mstep: Class 20 contains 902 members 
Mstep: Class 21 contains 10090 members 
Mstep: Class 23 contains 17512 members 
Mstep: Class 24 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40783300.000000 Penalty: 44681.937500
Iteration 12Q: 22 clusters Score -4.07833e+07 nChanged 8903
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 6250 members 
Mstep: Class 3 contains 5240 members 
Mstep: Class 4 contains 129233 members 
Mstep: Class 5 contains 30528 members 
Mstep: Class 6 contains 17286 members 
Mstep: Class 7 contains 10444 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 23434 members 
Mstep: Class 11 contains 44576 members 
Mstep: Class 12 contains 15638 members 
Mstep: Class 13 contains 2279 members 
Mstep: Class 14 contains 25340 members 
Mstep: Class 15 contains 26670 members 
Mstep: Class 16 contains 11214 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 86352 members 
Mstep: Class 20 contains 956 members 
Mstep: Class 21 contains 9928 members 
Mstep: Class 23 contains 17147 members 
Mstep: Class 24 contains 9169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40787956.000000 Penalty: 44681.937500
Iteration 13Q: 22 clusters Score -4.078796e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 6556 members 
Mstep: Class 3 contains 5105 members 
Mstep: Class 4 contains 130674 members 
Mstep: Class 5 contains 30562 members 
Mstep: Class 6 contains 16536 members 
Mstep: Class 7 contains 9780 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 23173 members 
Mstep: Class 11 contains 44356 members 
Mstep: Class 12 contains 15922 members 
Mstep: Class 13 contains 2235 members 
Mstep: Class 14 contains 25297 members 
Mstep: Class 15 contains 26411 members 
Mstep: Class 16 contains 11241 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 87568 members 
Mstep: Class 20 contains 1022 members 
Mstep: Class 21 contains 9829 members 
Mstep: Class 23 contains 16839 members 
Mstep: Class 24 contains 9116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40790940.000000 Penalty: 44681.937500
Iteration 14Q: 22 clusters Score -4.079094e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6853 members 
Mstep: Class 3 contains 5033 members 
Mstep: Class 4 contains 131848 members 
Mstep: Class 5 contains 30589 members 
Mstep: Class 6 contains 15912 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 2820 members 
Mstep: Class 9 contains 22891 members 
Mstep: Class 11 contains 44204 members 
Mstep: Class 12 contains 16256 members 
Mstep: Class 13 contains 2204 members 
Mstep: Class 14 contains 25191 members 
Mstep: Class 15 contains 26170 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 17 contains 4197 members 
Mstep: Class 18 contains 88574 members 
Mstep: Class 20 contains 1057 members 
Mstep: Class 21 contains 9770 members 
Mstep: Class 23 contains 16609 members 
Mstep: Class 24 contains 9055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40792512.000000 Penalty: 44681.937500
Iteration 15Q: 22 clusters Score -4.079251e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7093 members 
Mstep: Class 3 contains 5003 members 
Mstep: Class 4 contains 132728 members 
Mstep: Class 5 contains 30523 members 
Mstep: Class 6 contains 15453 members 
Mstep: Class 7 contains 8799 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 22652 members 
Mstep: Class 11 contains 44092 members 
Mstep: Class 12 contains 16611 members 
Mstep: Class 13 contains 2179 members 
Mstep: Class 14 contains 25099 members 
Mstep: Class 15 contains 25945 members 
Mstep: Class 16 contains 11120 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 89415 members 
Mstep: Class 20 contains 1096 members 
Mstep: Class 21 contains 9747 members 
Mstep: Class 23 contains 16395 members 
Mstep: Class 24 contains 8952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40793948.000000 Penalty: 44681.937500
Iteration 16Q: 22 clusters Score -4.079395e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7309 members 
Mstep: Class 3 contains 4987 members 
Mstep: Class 4 contains 133456 members 
Mstep: Class 5 contains 30443 members 
Mstep: Class 6 contains 15053 members 
Mstep: Class 7 contains 8480 members 
Mstep: Class 8 contains 3085 members 
Mstep: Class 9 contains 22406 members 
Mstep: Class 11 contains 44005 members 
Mstep: Class 12 contains 16956 members 
Mstep: Class 13 contains 2163 members 
Mstep: Class 14 contains 25031 members 
Mstep: Class 15 contains 25700 members 
Mstep: Class 16 contains 11044 members 
Mstep: Class 17 contains 4082 members 
Mstep: Class 18 contains 90131 members 
Mstep: Class 20 contains 1122 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 23 contains 16228 members 
Mstep: Class 24 contains 8849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40795060.000000 Penalty: 44681.937500
Iteration 17Q: 22 clusters Score -4.079506e+07 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 4974 members 
Mstep: Class 4 contains 134056 members 
Mstep: Class 5 contains 30371 members 
Mstep: Class 6 contains 14692 members 
Mstep: Class 7 contains 8246 members 
Mstep: Class 8 contains 3243 members 
Mstep: Class 9 contains 22170 members 
Mstep: Class 11 contains 43922 members 
Mstep: Class 12 contains 17282 members 
Mstep: Class 13 contains 2151 members 
Mstep: Class 14 contains 24963 members 
Mstep: Class 15 contains 25482 members 
Mstep: Class 16 contains 10936 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 90723 members 
Mstep: Class 20 contains 1144 members 
Mstep: Class 21 contains 9703 members 
Mstep: Class 23 contains 16107 members 
Mstep: Class 24 contains 8729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40795904.000000 Penalty: 44681.937500
Iteration 18Q: 22 clusters Score -4.07959e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 7689 members 
Mstep: Class 3 contains 4967 members 
Mstep: Class 4 contains 134599 members 
Mstep: Class 5 contains 30300 members 
Mstep: Class 6 contains 14308 members 
Mstep: Class 7 contains 8104 members 
Mstep: Class 8 contains 3434 members 
Mstep: Class 9 contains 21931 members 
Mstep: Class 11 contains 43847 members 
Mstep: Class 12 contains 17599 members 
Mstep: Class 13 contains 2135 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 15 contains 25321 members 
Mstep: Class 16 contains 10823 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 91160 members 
Mstep: Class 20 contains 1158 members 
Mstep: Class 21 contains 9691 members 
Mstep: Class 23 contains 16034 members 
Mstep: Class 24 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40796804.000000 Penalty: 44681.937500
Iteration 19Q: 22 clusters Score -4.07968e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 7823 members 
Mstep: Class 3 contains 4960 members 
Mstep: Class 4 contains 135094 members 
Mstep: Class 5 contains 30203 members 
Mstep: Class 6 contains 13907 members 
Mstep: Class 7 contains 8034 members 
Mstep: Class 8 contains 3653 members 
Mstep: Class 9 contains 21702 members 
Mstep: Class 11 contains 43780 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 24846 members 
Mstep: Class 15 contains 25184 members 
Mstep: Class 16 contains 10685 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 91505 members 
Mstep: Class 20 contains 1181 members 
Mstep: Class 21 contains 9672 members 
Mstep: Class 23 contains 16051 members 
Mstep: Class 24 contains 8446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40797828.000000 Penalty: 44681.937500
Iteration 20F: 22 clusters Score -4.079783e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 7979 members 
Mstep: Class 3 contains 4860 members 
Mstep: Class 4 contains 135492 members 
Mstep: Class 5 contains 30116 members 
Mstep: Class 6 contains 13504 members 
Mstep: Class 7 contains 7999 members 
Mstep: Class 8 contains 3969 members 
Mstep: Class 9 contains 21438 members 
Mstep: Class 11 contains 43711 members 
Mstep: Class 12 contains 18239 members 
Mstep: Class 13 contains 2098 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 15 contains 25059 members 
Mstep: Class 16 contains 10417 members 
Mstep: Class 17 contains 4227 members 
Mstep: Class 18 contains 91794 members 
Mstep: Class 20 contains 1212 members 
Mstep: Class 21 contains 9651 members 
Mstep: Class 23 contains 16139 members 
Mstep: Class 24 contains 8248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40799016.000000 Penalty: 44681.937500
Iteration 21Q: 22 clusters Score -4.079902e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8118 members 
Mstep: Class 3 contains 4778 members 
Mstep: Class 4 contains 135896 members 
Mstep: Class 5 contains 30034 members 
Mstep: Class 6 contains 13076 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 4327 members 
Mstep: Class 9 contains 21135 members 
Mstep: Class 11 contains 43661 members 
Mstep: Class 12 contains 18604 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 24950 members 
Mstep: Class 16 contains 10069 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 92029 members 
Mstep: Class 20 contains 1254 members 
Mstep: Class 21 contains 9641 members 
Mstep: Class 23 contains 16230 members 
Mstep: Class 24 contains 8037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40801092.000000 Penalty: 44681.937500
Iteration 22Q: 22 clusters Score -4.080109e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 8253 members 
Mstep: Class 3 contains 4717 members 
Mstep: Class 4 contains 136317 members 
Mstep: Class 5 contains 29973 members 
Mstep: Class 6 contains 12650 members 
Mstep: Class 7 contains 7995 members 
Mstep: Class 8 contains 4709 members 
Mstep: Class 9 contains 20792 members 
Mstep: Class 11 contains 43618 members 
Mstep: Class 12 contains 18987 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 24435 members 
Mstep: Class 15 contains 24863 members 
Mstep: Class 16 contains 9803 members 
Mstep: Class 17 contains 4501 members 
Mstep: Class 18 contains 92243 members 
Mstep: Class 20 contains 1295 members 
Mstep: Class 21 contains 9638 members 
Mstep: Class 23 contains 16323 members 
Mstep: Class 24 contains 7819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40802172.000000 Penalty: 44681.937500
Iteration 23Q: 22 clusters Score -4.080217e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 8378 members 
Mstep: Class 3 contains 4671 members 
Mstep: Class 4 contains 136693 members 
Mstep: Class 5 contains 29878 members 
Mstep: Class 6 contains 12250 members 
Mstep: Class 7 contains 8012 members 
Mstep: Class 8 contains 5101 members 
Mstep: Class 9 contains 20476 members 
Mstep: Class 11 contains 43584 members 
Mstep: Class 12 contains 19351 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 24266 members 
Mstep: Class 15 contains 24778 members 
Mstep: Class 16 contains 9591 members 
Mstep: Class 17 contains 4513 members 
Mstep: Class 18 contains 92425 members 
Mstep: Class 20 contains 1354 members 
Mstep: Class 21 contains 9639 members 
Mstep: Class 23 contains 16439 members 
Mstep: Class 24 contains 7578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40803224.000000 Penalty: 44681.937500
Iteration 24Q: 22 clusters Score -4.080322e+07 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 8465 members 
Mstep: Class 3 contains 4629 members 
Mstep: Class 4 contains 137032 members 
Mstep: Class 5 contains 29820 members 
Mstep: Class 6 contains 11812 members 
Mstep: Class 7 contains 8015 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 20088 members 
Mstep: Class 11 contains 43558 members 
Mstep: Class 12 contains 19803 members 
Mstep: Class 13 contains 2040 members 
Mstep: Class 14 contains 24101 members 
Mstep: Class 15 contains 24725 members 
Mstep: Class 16 contains 9387 members 
Mstep: Class 17 contains 4521 members 
Mstep: Class 18 contains 92563 members 
Mstep: Class 20 contains 1416 members 
Mstep: Class 21 contains 9645 members 
Mstep: Class 23 contains 16582 members 
Mstep: Class 24 contains 7325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804136.000000 Penalty: 44681.937500
Iteration 25Q: 22 clusters Score -4.080414e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 8529 members 
Mstep: Class 3 contains 4586 members 
Mstep: Class 4 contains 137337 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 11399 members 
Mstep: Class 7 contains 8036 members 
Mstep: Class 8 contains 5964 members 
Mstep: Class 9 contains 19645 members 
Mstep: Class 11 contains 43509 members 
Mstep: Class 12 contains 20325 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 23953 members 
Mstep: Class 15 contains 24682 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 4533 members 
Mstep: Class 18 contains 92685 members 
Mstep: Class 20 contains 1479 members 
Mstep: Class 21 contains 9649 members 
Mstep: Class 23 contains 16751 members 
Mstep: Class 24 contains 7057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40804988.000000 Penalty: 44681.937500
Iteration 26Q: 22 clusters Score -4.080499e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 8599 members 
Mstep: Class 3 contains 4549 members 
Mstep: Class 4 contains 137646 members 
Mstep: Class 5 contains 29724 members 
Mstep: Class 6 contains 10955 members 
Mstep: Class 7 contains 8046 members 
Mstep: Class 8 contains 6409 members 
Mstep: Class 9 contains 19169 members 
Mstep: Class 11 contains 43469 members 
Mstep: Class 12 contains 20908 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 23808 members 
Mstep: Class 15 contains 24639 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 92818 members 
Mstep: Class 20 contains 1548 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 23 contains 16912 members 
Mstep: Class 24 contains 6781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40805860.000000 Penalty: 44681.937500
Iteration 27Q: 22 clusters Score -4.080586e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 8684 members 
Mstep: Class 3 contains 4518 members 
Mstep: Class 4 contains 137935 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 10530 members 
Mstep: Class 7 contains 8074 members 
Mstep: Class 8 contains 6861 members 
Mstep: Class 9 contains 18595 members 
Mstep: Class 11 contains 43386 members 
Mstep: Class 12 contains 21579 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 23680 members 
Mstep: Class 15 contains 24590 members 
Mstep: Class 16 contains 8727 members 
Mstep: Class 17 contains 4528 members 
Mstep: Class 18 contains 92943 members 
Mstep: Class 20 contains 1644 members 
Mstep: Class 21 contains 9654 members 
Mstep: Class 23 contains 17061 members 
Mstep: Class 24 contains 6492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40807000.000000 Penalty: 44681.937500
Iteration 28Q: 22 clusters Score -4.0807e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 8780 members 
Mstep: Class 3 contains 4489 members 
Mstep: Class 4 contains 138213 members 
Mstep: Class 5 contains 29618 members 
Mstep: Class 6 contains 10124 members 
Mstep: Class 7 contains 8091 members 
Mstep: Class 8 contains 7296 members 
Mstep: Class 9 contains 17941 members 
Mstep: Class 11 contains 43322 members 
Mstep: Class 12 contains 22329 members 
Mstep: Class 13 contains 1988 members 
Mstep: Class 14 contains 23554 members 
Mstep: Class 15 contains 24545 members 
Mstep: Class 16 contains 8499 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 93050 members 
Mstep: Class 20 contains 1739 members 
Mstep: Class 21 contains 9666 members 
Mstep: Class 23 contains 17209 members 
Mstep: Class 24 contains 6219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40807940.000000 Penalty: 44681.937500
Iteration 29Q: 22 clusters Score -4.080794e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 8897 members 
Mstep: Class 3 contains 4465 members 
Mstep: Class 4 contains 138500 members 
Mstep: Class 5 contains 29553 members 
Mstep: Class 6 contains 9690 members 
Mstep: Class 7 contains 8119 members 
Mstep: Class 8 contains 7701 members 
Mstep: Class 9 contains 17218 members 
Mstep: Class 11 contains 43226 members 
Mstep: Class 12 contains 23132 members 
Mstep: Class 13 contains 1974 members 
Mstep: Class 14 contains 23424 members 
Mstep: Class 15 contains 24499 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 4536 members 
Mstep: Class 18 contains 93183 members 
Mstep: Class 20 contains 1851 members 
Mstep: Class 21 contains 9686 members 
Mstep: Class 23 contains 17310 members 
Mstep: Class 24 contains 5983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40808972.000000 Penalty: 44681.937500
Iteration 30Q: 22 clusters Score -4.080897e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 8994 members 
Mstep: Class 3 contains 4453 members 
Mstep: Class 4 contains 138804 members 
Mstep: Class 5 contains 29479 members 
Mstep: Class 6 contains 9231 members 
Mstep: Class 7 contains 8151 members 
Mstep: Class 8 contains 8083 members 
Mstep: Class 9 contains 16488 members 
Mstep: Class 11 contains 43120 members 
Mstep: Class 12 contains 23930 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 23299 members 
Mstep: Class 15 contains 24477 members 
Mstep: Class 16 contains 8152 members 
Mstep: Class 17 contains 4542 members 
Mstep: Class 18 contains 93287 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 9705 members 
Mstep: Class 23 contains 17376 members 
Mstep: Class 24 contains 5765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40810120.000000 Penalty: 44681.937500
Iteration 31Q: 22 clusters Score -4.081012e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 9097 members 
Mstep: Class 3 contains 4443 members 
Mstep: Class 4 contains 139058 members 
Mstep: Class 5 contains 29423 members 
Mstep: Class 6 contains 8810 members 
Mstep: Class 7 contains 8190 members 
Mstep: Class 8 contains 8448 members 
Mstep: Class 9 contains 15785 members 
Mstep: Class 11 contains 42969 members 
Mstep: Class 12 contains 24692 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 23171 members 
Mstep: Class 15 contains 24469 members 
Mstep: Class 16 contains 8026 members 
Mstep: Class 17 contains 4546 members 
Mstep: Class 18 contains 93405 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 9716 members 
Mstep: Class 23 contains 17424 members 
Mstep: Class 24 contains 5562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40811016.000000 Penalty: 44681.937500
Iteration 32Q: 22 clusters Score -4.081102e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 9184 members 
Mstep: Class 3 contains 4422 members 
Mstep: Class 4 contains 139304 members 
Mstep: Class 5 contains 29366 members 
Mstep: Class 6 contains 8417 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 8750 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 11 contains 42797 members 
Mstep: Class 12 contains 25394 members 
Mstep: Class 13 contains 1958 members 
Mstep: Class 14 contains 23065 members 
Mstep: Class 15 contains 24451 members 
Mstep: Class 16 contains 7941 members 
Mstep: Class 17 contains 4569 members 
Mstep: Class 18 contains 93510 members 
Mstep: Class 20 contains 2267 members 
Mstep: Class 21 contains 9728 members 
Mstep: Class 23 contains 17448 members 
Mstep: Class 24 contains 5376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40811876.000000 Penalty: 44681.937500
Iteration 33Q: 22 clusters Score -4.081188e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9261 members 
Mstep: Class 3 contains 4414 members 
Mstep: Class 4 contains 139520 members 
Mstep: Class 5 contains 29290 members 
Mstep: Class 6 contains 8044 members 
Mstep: Class 7 contains 8301 members 
Mstep: Class 8 contains 9014 members 
Mstep: Class 9 contains 14583 members 
Mstep: Class 11 contains 42660 members 
Mstep: Class 12 contains 25969 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 22959 members 
Mstep: Class 15 contains 24435 members 
Mstep: Class 16 contains 7882 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 93611 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 9743 members 
Mstep: Class 23 contains 17471 members 
Mstep: Class 24 contains 5236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40812528.000000 Penalty: 44681.937500
Iteration 34Q: 22 clusters Score -4.081253e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 9333 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 139744 members 
Mstep: Class 5 contains 29233 members 
Mstep: Class 6 contains 7720 members 
Mstep: Class 7 contains 8357 members 
Mstep: Class 8 contains 9217 members 
Mstep: Class 9 contains 14146 members 
Mstep: Class 11 contains 42525 members 
Mstep: Class 12 contains 26434 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 22868 members 
Mstep: Class 15 contains 24419 members 
Mstep: Class 16 contains 7813 members 
Mstep: Class 17 contains 4593 members 
Mstep: Class 18 contains 93682 members 
Mstep: Class 20 contains 2559 members 
Mstep: Class 21 contains 9752 members 
Mstep: Class 23 contains 17500 members 
Mstep: Class 24 contains 5122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813084.000000 Penalty: 44681.937500
Iteration 35Q: 22 clusters Score -4.081308e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 9393 members 
Mstep: Class 3 contains 4382 members 
Mstep: Class 4 contains 139971 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 7397 members 
Mstep: Class 7 contains 8417 members 
Mstep: Class 8 contains 9392 members 
Mstep: Class 9 contains 13820 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 26810 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 22776 members 
Mstep: Class 15 contains 24393 members 
Mstep: Class 16 contains 7755 members 
Mstep: Class 17 contains 4612 members 
Mstep: Class 18 contains 93756 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 9758 members 
Mstep: Class 23 contains 17524 members 
Mstep: Class 24 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813368.000000 Penalty: 44681.937500
Iteration 36Q: 22 clusters Score -4.081337e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9464 members 
Mstep: Class 3 contains 4370 members 
Mstep: Class 4 contains 140197 members 
Mstep: Class 5 contains 29123 members 
Mstep: Class 6 contains 7103 members 
Mstep: Class 7 contains 8482 members 
Mstep: Class 8 contains 9539 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 11 contains 42221 members 
Mstep: Class 12 contains 27087 members 
Mstep: Class 13 contains 1961 members 
Mstep: Class 14 contains 22678 members 
Mstep: Class 15 contains 24399 members 
Mstep: Class 16 contains 7711 members 
Mstep: Class 17 contains 4625 members 
Mstep: Class 18 contains 93809 members 
Mstep: Class 20 contains 2829 members 
Mstep: Class 21 contains 9765 members 
Mstep: Class 23 contains 17557 members 
Mstep: Class 24 contains 4939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40813684.000000 Penalty: 44681.937500
Iteration 37Q: 22 clusters Score -4.081368e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 9532 members 
Mstep: Class 3 contains 4356 members 
Mstep: Class 4 contains 140391 members 
Mstep: Class 5 contains 29072 members 
Mstep: Class 6 contains 6833 members 
Mstep: Class 7 contains 8533 members 
Mstep: Class 8 contains 9692 members 
Mstep: Class 9 contains 13366 members 
Mstep: Class 11 contains 42076 members 
Mstep: Class 12 contains 27300 members 
Mstep: Class 13 contains 1972 members 
Mstep: Class 14 contains 22590 members 
Mstep: Class 15 contains 24377 members 
Mstep: Class 16 contains 7678 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 93872 members 
Mstep: Class 20 contains 2957 members 
Mstep: Class 21 contains 9769 members 
Mstep: Class 23 contains 17587 members 
Mstep: Class 24 contains 4878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40814084.000000 Penalty: 44681.937500
Iteration 38Q: 22 clusters Score -4.081408e+07 nChanged 1344
Entering ConstructFrom: 
Score: -40814084.000000 Penalty: 44681.937500
Entering ConstructFrom: 
Trying to split cluster 1 (4322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Entering Unmasked Estep 
Score: -377110.125000 Penalty: 1360.364380
	Iteration 0F: 2 clusters Score -377110.1 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 2125 members 
Entering Unmasked Estep 
Score: -373518.062500 Penalty: 2720.728760
	Iteration 0F: 3 clusters Score -373518.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -374548.343750 Penalty: 2720.728760
	Iteration 1F: 3 clusters Score -374548.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -374800.781250 Penalty: 2720.728760
	Iteration 2F: 3 clusters Score -374800.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -375033.750000 Penalty: 2720.728760
	Iteration 3F: 3 clusters Score -375033.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -375272.406250 Penalty: 2720.728760
	Iteration 4F: 3 clusters Score -375272.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -375505.781250 Penalty: 2720.728760
	Iteration 5F: 3 clusters Score -375505.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -375682.968750 Penalty: 2720.728760
	Iteration 6Q: 3 clusters Score -375683 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -375794.625000 Penalty: 2720.728760
	Iteration 7Q: 3 clusters Score -375794.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -375864.750000 Penalty: 2720.728760
	Iteration 8Q: 3 clusters Score -375864.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -375911.500000 Penalty: 2720.728760
	Iteration 9Q: 3 clusters Score -375911.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -375946.406250 Penalty: 2720.728760
	Iteration 10Q: 3 clusters Score -375946.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -375970.656250 Penalty: 2720.728760
	Iteration 11Q: 3 clusters Score -375970.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -375990.718750 Penalty: 2720.728760
	Iteration 12Q: 3 clusters Score -375990.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -376005.031250 Penalty: 2720.728760
	Iteration 13Q: 3 clusters Score -376005 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -376012.812500 Penalty: 2720.728760
	Iteration 14Q: 3 clusters Score -376012.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -376016.625000 Penalty: 2720.728760
	Iteration 15Q: 3 clusters Score -376016.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -376022.156250 Penalty: 2720.728760
	Iteration 16Q: 3 clusters Score -376022.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -376027.218750 Penalty: 2720.728760
	Iteration 17Q: 3 clusters Score -376027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -376030.687500 Penalty: 2720.728760
	Iteration 18Q: 3 clusters Score -376030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -376034.437500 Penalty: 2720.728760
	Iteration 19Q: 3 clusters Score -376034.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -376040.156250 Penalty: 2720.728760
	Iteration 20F: 3 clusters Score -376040.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -376043.468750 Penalty: 2720.728760
	Iteration 21Q: 3 clusters Score -376043.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -376046.312500 Penalty: 2720.728760
	Iteration 22Q: 3 clusters Score -376046.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -376047.906250 Penalty: 2720.728760
	Iteration 23Q: 3 clusters Score -376047.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -376049.906250 Penalty: 2720.728760
	Iteration 24Q: 3 clusters Score -376049.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -376050.312500 Penalty: 2720.728760
	Iteration 25Q: 3 clusters Score -376050.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -376050.062500 Penalty: 2720.728760
	Iteration 26Q: 3 clusters Score -376050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -376050.062500 Penalty: 2720.728760
	Iteration 27F: 3 clusters Score -376050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Entering Unmasked Estep 
Score: -835818.500000 Penalty: 1490.012817
	Iteration 0F: 2 clusters Score -835818.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -828881.625000 Penalty: 2980.025635
	Iteration 0F: 3 clusters Score -828881.6 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -831180.875000 Penalty: 2980.025635
	Iteration 1F: 3 clusters Score -831180.9 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -831491.000000 Penalty: 2980.025635
	Iteration 2F: 3 clusters Score -831491 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -831836.875000 Penalty: 2980.025635
	Iteration 3F: 3 clusters Score -831836.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -832271.562500 Penalty: 2980.025635
	Iteration 4F: 3 clusters Score -832271.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -832769.562500 Penalty: 2980.025635
	Iteration 5F: 3 clusters Score -832769.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -833338.437500 Penalty: 2980.025635
	Iteration 6F: 3 clusters Score -833338.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -834015.375000 Penalty: 2980.025635
	Iteration 7F: 3 clusters Score -834015.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -834729.875000 Penalty: 2980.025635
	Iteration 8F: 3 clusters Score -834729.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -835229.000000 Penalty: 2980.025635
	Iteration 9F: 3 clusters Score -835229 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -835498.375000 Penalty: 2980.025635
	Iteration 10Q: 3 clusters Score -835498.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -835686.750000 Penalty: 2980.025635
	Iteration 11Q: 3 clusters Score -835686.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -835829.250000 Penalty: 2980.025635
	Iteration 12Q: 3 clusters Score -835829.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -835983.437500 Penalty: 2980.025635
	Iteration 13Q: 3 clusters Score -835983.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -836137.875000 Penalty: 2980.025635
	Iteration 14Q: 3 clusters Score -836137.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -836289.687500 Penalty: 2980.025635
	Iteration 15Q: 3 clusters Score -836289.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -836392.062500 Penalty: 2980.025635
	Iteration 16Q: 3 clusters Score -836392.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -836445.812500 Penalty: 2980.025635
	Iteration 17Q: 3 clusters Score -836445.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -836470.437500 Penalty: 2980.025635
	Iteration 18Q: 3 clusters Score -836470.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -836480.437500 Penalty: 2980.025635
	Iteration 19Q: 3 clusters Score -836480.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -836486.312500 Penalty: 2980.025635
	Iteration 20F: 3 clusters Score -836486.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -836492.062500 Penalty: 2980.025635
	Iteration 21Q: 3 clusters Score -836492.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -836494.625000 Penalty: 2980.025635
	Iteration 22Q: 3 clusters Score -836494.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -836493.000000 Penalty: 2980.025635
	Iteration 23Q: 3 clusters Score -836493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -836493.062500 Penalty: 2980.025635
	Iteration 24Q: 3 clusters Score -836493.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -836492.687500 Penalty: 2980.025635
	Iteration 25Q: 3 clusters Score -836492.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -836494.187500 Penalty: 2980.025635
	Iteration 26Q: 3 clusters Score -836494.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -836495.312500 Penalty: 2980.025635
	Iteration 27Q: 3 clusters Score -836495.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -836497.125000 Penalty: 2980.025635
	Iteration 28Q: 3 clusters Score -836497.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -836496.937500 Penalty: 2980.025635
	Iteration 29Q: 3 clusters Score -836496.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -836497.375000 Penalty: 2980.025635
	Iteration 30Q: 3 clusters Score -836497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -836497.375000 Penalty: 2980.025635
	Iteration 31F: 3 clusters Score -836497.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 4343 members 
Mstep: Class 4 contains 140577 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 41934 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Entering Unmasked Estep 
Score: -40814220.000000 Penalty: 46809.648438
Splitting cluster 2 changes total score from -40814084.000000 to -40814220.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 3 (4343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Entering Unmasked Estep 
Score: -337404.093750 Penalty: 1361.152100
	Iteration 0F: 2 clusters Score -337404.1 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 2150 members 
Entering Unmasked Estep 
Score: -333916.812500 Penalty: 2722.304199
	Iteration 0F: 3 clusters Score -333916.8 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -335764.562500 Penalty: 2722.304199
	Iteration 1F: 3 clusters Score -335764.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -337554.562500 Penalty: 2722.304199
	Iteration 2F: 3 clusters Score -337554.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -339371.750000 Penalty: 2722.304199
	Iteration 3F: 3 clusters Score -339371.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -340512.375000 Penalty: 2722.304199
	Iteration 4F: 3 clusters Score -340512.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -341323.593750 Penalty: 2722.304199
	Iteration 5F: 3 clusters Score -341323.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -341601.000000 Penalty: 2722.304199
	Iteration 6Q: 3 clusters Score -341601 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -341892.406250 Penalty: 2722.304199
	Iteration 7Q: 3 clusters Score -341892.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -342457.250000 Penalty: 2722.304199
	Iteration 8Q: 3 clusters Score -342457.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -343394.000000 Penalty: 2722.304199
	Iteration 9Q: 3 clusters Score -343394 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -344526.312500 Penalty: 2722.304199
	Iteration 10Q: 3 clusters Score -344526.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -344632.562500 Penalty: 2722.304199
	Iteration 11Q: 3 clusters Score -344632.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -344656.781250 Penalty: 2722.304199
	Iteration 12Q: 3 clusters Score -344656.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -344658.687500 Penalty: 2722.304199
	Iteration 13Q: 3 clusters Score -344658.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -344659.656250 Penalty: 2722.304199
	Iteration 14Q: 3 clusters Score -344659.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -344659.187500 Penalty: 2722.304199
	Iteration 15Q: 3 clusters Score -344659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -344659.187500 Penalty: 2722.304199
	Iteration 16F: 3 clusters Score -344659.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 140577 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 41934 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Entering Unmasked Estep 
Score: -40820596.000000 Penalty: 48937.359375
Splitting cluster 3 changes total score from -40814084.000000 to -40820596.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 4 (140577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140577 members 
Entering Unmasked Estep 
Score: -12208134.000000 Penalty: 1926.195557
	Iteration 0F: 2 clusters Score -1.220813e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70349 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -12114278.000000 Penalty: 3852.391113
	Iteration 0F: 3 clusters Score -1.211428e+07 nChanged 67752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70731 members 
Mstep: Class 2 contains 69846 members 
Entering Unmasked Estep 
Score: -12155558.000000 Penalty: 3852.391113
	Iteration 1F: 3 clusters Score -1.215556e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 69761 members 
Entering Unmasked Estep 
Score: -12158200.000000 Penalty: 3852.391113
	Iteration 2Q: 3 clusters Score -1.21582e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70672 members 
Mstep: Class 2 contains 69905 members 
Entering Unmasked Estep 
Score: -12162391.000000 Penalty: 3852.391113
	Iteration 3F: 3 clusters Score -1.216239e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69733 members 
Mstep: Class 2 contains 70844 members 
Entering Unmasked Estep 
Score: -12168846.000000 Penalty: 3852.391113
	Iteration 4F: 3 clusters Score -1.216885e+07 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67962 members 
Mstep: Class 2 contains 72615 members 
Entering Unmasked Estep 
Score: -12177855.000000 Penalty: 3852.391113
	Iteration 5F: 3 clusters Score -1.217786e+07 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65248 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -12187880.000000 Penalty: 3852.391113
	Iteration 6F: 3 clusters Score -1.218788e+07 nChanged 9691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 78280 members 
Entering Unmasked Estep 
Score: -12195831.000000 Penalty: 3852.391113
	Iteration 7F: 3 clusters Score -1.219583e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59789 members 
Mstep: Class 2 contains 80788 members 
Entering Unmasked Estep 
Score: -12200150.000000 Penalty: 3852.391113
	Iteration 8Q: 3 clusters Score -1.220015e+07 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 82810 members 
Entering Unmasked Estep 
Score: -12202839.000000 Penalty: 3852.391113
	Iteration 9Q: 3 clusters Score -1.220284e+07 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56034 members 
Mstep: Class 2 contains 84543 members 
Entering Unmasked Estep 
Score: -12204530.000000 Penalty: 3852.391113
	Iteration 10Q: 3 clusters Score -1.220453e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 86045 members 
Entering Unmasked Estep 
Score: -12205749.000000 Penalty: 3852.391113
	Iteration 11Q: 3 clusters Score -1.220575e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53130 members 
Mstep: Class 2 contains 87447 members 
Entering Unmasked Estep 
Score: -12206720.000000 Penalty: 3852.391113
	Iteration 12Q: 3 clusters Score -1.220672e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51842 members 
Mstep: Class 2 contains 88735 members 
Entering Unmasked Estep 
Score: -12207367.000000 Penalty: 3852.391113
	Iteration 13Q: 3 clusters Score -1.220737e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50683 members 
Mstep: Class 2 contains 89894 members 
Entering Unmasked Estep 
Score: -12207784.000000 Penalty: 3852.391113
	Iteration 14Q: 3 clusters Score -1.220778e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 90980 members 
Entering Unmasked Estep 
Score: -12208172.000000 Penalty: 3852.391113
	Iteration 15Q: 3 clusters Score -1.220817e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 91996 members 
Entering Unmasked Estep 
Score: -12208419.000000 Penalty: 3852.391113
	Iteration 16Q: 3 clusters Score -1.220842e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47631 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -12208706.000000 Penalty: 3852.391113
	Iteration 17Q: 3 clusters Score -1.220871e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Mstep: Class 2 contains 93852 members 
Entering Unmasked Estep 
Score: -12208829.000000 Penalty: 3852.391113
	Iteration 18Q: 3 clusters Score -1.220883e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -12208946.000000 Penalty: 3852.391113
	Iteration 19Q: 3 clusters Score -1.220895e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 95363 members 
Entering Unmasked Estep 
Score: -12209086.000000 Penalty: 3852.391113
	Iteration 20F: 3 clusters Score -1.220909e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -12209217.000000 Penalty: 3852.391113
	Iteration 21Q: 3 clusters Score -1.220922e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43931 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -12209309.000000 Penalty: 3852.391113
	Iteration 22Q: 3 clusters Score -1.220931e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 97235 members 
Entering Unmasked Estep 
Score: -12209441.000000 Penalty: 3852.391113
	Iteration 23Q: 3 clusters Score -1.220944e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 97858 members 
Entering Unmasked Estep 
Score: -12209524.000000 Penalty: 3852.391113
	Iteration 24Q: 3 clusters Score -1.220952e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 98466 members 
Entering Unmasked Estep 
Score: -12209621.000000 Penalty: 3852.391113
	Iteration 25Q: 3 clusters Score -1.220962e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 99026 members 
Entering Unmasked Estep 
Score: -12209735.000000 Penalty: 3852.391113
	Iteration 26Q: 3 clusters Score -1.220974e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 99580 members 
Entering Unmasked Estep 
Score: -12209814.000000 Penalty: 3852.391113
	Iteration 27Q: 3 clusters Score -1.220981e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 100090 members 
Entering Unmasked Estep 
Score: -12209938.000000 Penalty: 3852.391113
	Iteration 28Q: 3 clusters Score -1.220994e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -12210019.000000 Penalty: 3852.391113
	Iteration 29Q: 3 clusters Score -1.221002e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 100994 members 
Entering Unmasked Estep 
Score: -12210123.000000 Penalty: 3852.391113
	Iteration 30Q: 3 clusters Score -1.221012e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 101354 members 
Entering Unmasked Estep 
Score: -12210129.000000 Penalty: 3852.391113
	Iteration 31Q: 3 clusters Score -1.221013e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 101701 members 
Entering Unmasked Estep 
Score: -12210158.000000 Penalty: 3852.391113
	Iteration 32Q: 3 clusters Score -1.221016e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 102028 members 
Entering Unmasked Estep 
Score: -12210199.000000 Penalty: 3852.391113
	Iteration 33Q: 3 clusters Score -1.22102e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -12210255.000000 Penalty: 3852.391113
	Iteration 34Q: 3 clusters Score -1.221026e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 102677 members 
Entering Unmasked Estep 
Score: -12210271.000000 Penalty: 3852.391113
	Iteration 35Q: 3 clusters Score -1.221027e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 102996 members 
Entering Unmasked Estep 
Score: -12210274.000000 Penalty: 3852.391113
	Iteration 36Q: 3 clusters Score -1.221027e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 103282 members 
Entering Unmasked Estep 
Score: -12210271.000000 Penalty: 3852.391113
	Iteration 37Q: 3 clusters Score -1.221027e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 103507 members 
Entering Unmasked Estep 
Score: -12210303.000000 Penalty: 3852.391113
	Iteration 38Q: 3 clusters Score -1.22103e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 103696 members 
Entering Unmasked Estep 
Score: -12210324.000000 Penalty: 3852.391113
	Iteration 39Q: 3 clusters Score -1.221032e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36709 members 
Mstep: Class 2 contains 103868 members 
Entering Unmasked Estep 
Score: -12210343.000000 Penalty: 3852.391113
	Iteration 40F: 3 clusters Score -1.221034e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 104044 members 
Entering Unmasked Estep 
Score: -12210331.000000 Penalty: 3852.391113
	Iteration 41Q: 3 clusters Score -1.221033e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36385 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -12210318.000000 Penalty: 3852.391113
	Iteration 42Q: 3 clusters Score -1.221032e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 104321 members 
Entering Unmasked Estep 
Score: -12210326.000000 Penalty: 3852.391113
	Iteration 43Q: 3 clusters Score -1.221033e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -12210342.000000 Penalty: 3852.391113
	Iteration 44Q: 3 clusters Score -1.221034e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 104559 members 
Entering Unmasked Estep 
Score: -12210318.000000 Penalty: 3852.391113
	Iteration 45Q: 3 clusters Score -1.221032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 104660 members 
Entering Unmasked Estep 
Score: -12210328.000000 Penalty: 3852.391113
	Iteration 46Q: 3 clusters Score -1.221033e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 104739 members 
Entering Unmasked Estep 
Score: -12210342.000000 Penalty: 3852.391113
	Iteration 47Q: 3 clusters Score -1.221034e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 104812 members 
Entering Unmasked Estep 
Score: -12210337.000000 Penalty: 3852.391113
	Iteration 48Q: 3 clusters Score -1.221034e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 104874 members 
Entering Unmasked Estep 
Score: -12210341.000000 Penalty: 3852.391113
	Iteration 49Q: 3 clusters Score -1.221034e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 104929 members 
Entering Unmasked Estep 
Score: -12210369.000000 Penalty: 3852.391113
	Iteration 50Q: 3 clusters Score -1.221037e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 104984 members 
Entering Unmasked Estep 
Score: -12210380.000000 Penalty: 3852.391113
	Iteration 51Q: 3 clusters Score -1.221038e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 105036 members 
Entering Unmasked Estep 
Score: -12210381.000000 Penalty: 3852.391113
	Iteration 52Q: 3 clusters Score -1.221038e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35486 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -12210385.000000 Penalty: 3852.391113
	Iteration 53Q: 3 clusters Score -1.221038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 105138 members 
Entering Unmasked Estep 
Score: -12210404.000000 Penalty: 3852.391113
	Iteration 54Q: 3 clusters Score -1.22104e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 105181 members 
Entering Unmasked Estep 
Score: -12210389.000000 Penalty: 3852.391113
	Iteration 55Q: 3 clusters Score -1.221039e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35357 members 
Mstep: Class 2 contains 105220 members 
Entering Unmasked Estep 
Score: -12210395.000000 Penalty: 3852.391113
	Iteration 56Q: 3 clusters Score -1.22104e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -12210385.000000 Penalty: 3852.391113
	Iteration 57Q: 3 clusters Score -1.221038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 105269 members 
Entering Unmasked Estep 
Score: -12210397.000000 Penalty: 3852.391113
	Iteration 58Q: 3 clusters Score -1.22104e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 105283 members 
Entering Unmasked Estep 
Score: -12210406.000000 Penalty: 3852.391113
	Iteration 59Q: 3 clusters Score -1.221041e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 105298 members 
Entering Unmasked Estep 
Score: -12210381.000000 Penalty: 3852.391113
	Iteration 60F: 3 clusters Score -1.221038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35268 members 
Mstep: Class 2 contains 105309 members 
Entering Unmasked Estep 
Score: -12210385.000000 Penalty: 3852.391113
	Iteration 61Q: 3 clusters Score -1.221038e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 105320 members 
Entering Unmasked Estep 
Score: -12210394.000000 Penalty: 3852.391113
	Iteration 62Q: 3 clusters Score -1.221039e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 105336 members 
Entering Unmasked Estep 
Score: -12210378.000000 Penalty: 3852.391113
	Iteration 63Q: 3 clusters Score -1.221038e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 105350 members 
Entering Unmasked Estep 
Score: -12210388.000000 Penalty: 3852.391113
	Iteration 64Q: 3 clusters Score -1.221039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 105359 members 
Entering Unmasked Estep 
Score: -12210393.000000 Penalty: 3852.391113
	Iteration 65Q: 3 clusters Score -1.221039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35206 members 
Mstep: Class 2 contains 105371 members 
Entering Unmasked Estep 
Score: -12210391.000000 Penalty: 3852.391113
	Iteration 66Q: 3 clusters Score -1.221039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35196 members 
Mstep: Class 2 contains 105381 members 
Entering Unmasked Estep 
Score: -12210390.000000 Penalty: 3852.391113
	Iteration 67Q: 3 clusters Score -1.221039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 105390 members 
Entering Unmasked Estep 
Score: -12210400.000000 Penalty: 3852.391113
	Iteration 68Q: 3 clusters Score -1.22104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 105395 members 
Entering Unmasked Estep 
Score: -12210393.000000 Penalty: 3852.391113
	Iteration 69Q: 3 clusters Score -1.221039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 105399 members 
Entering Unmasked Estep 
Score: -12210394.000000 Penalty: 3852.391113
	Iteration 70Q: 3 clusters Score -1.221039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 105401 members 
Entering Unmasked Estep 
Score: -12210389.000000 Penalty: 3852.391113
	Iteration 71Q: 3 clusters Score -1.221039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35175 members 
Mstep: Class 2 contains 105402 members 
Entering Unmasked Estep 
Score: -12210384.000000 Penalty: 3852.391113
	Iteration 72Q: 3 clusters Score -1.221038e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -12210383.000000 Penalty: 3852.391113
	Iteration 73Q: 3 clusters Score -1.221038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 105403 members 
Entering Unmasked Estep 
Score: -12210383.000000 Penalty: 3852.391113
	Iteration 74F: 3 clusters Score -1.221038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 29007 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 41934 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Entering Unmasked Estep 
Score: -40822516.000000 Penalty: 51065.070312
Splitting cluster 4 changes total score from -40814084.000000 to -40822516.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 5 (29007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Entering Unmasked Estep 
Score: -2546212.750000 Penalty: 1669.734985
	Iteration 0F: 2 clusters Score -2546213 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -2526779.000000 Penalty: 3339.469971
	Iteration 0F: 3 clusters Score -2526779 nChanged 13406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2534949.500000 Penalty: 3339.469971
	Iteration 1F: 3 clusters Score -2534950 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2536985.500000 Penalty: 3339.469971
	Iteration 2F: 3 clusters Score -2536986 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2540231.250000 Penalty: 3339.469971
	Iteration 3F: 3 clusters Score -2540231 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2543660.000000 Penalty: 3339.469971
	Iteration 4F: 3 clusters Score -2543660 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2546299.250000 Penalty: 3339.469971
	Iteration 5F: 3 clusters Score -2546299 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2547539.250000 Penalty: 3339.469971
	Iteration 6F: 3 clusters Score -2547539 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -2548019.250000 Penalty: 3339.469971
	Iteration 7Q: 3 clusters Score -2548019 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -2548294.750000 Penalty: 3339.469971
	Iteration 8Q: 3 clusters Score -2548295 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -2548479.000000 Penalty: 3339.469971
	Iteration 9Q: 3 clusters Score -2548479 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -2548630.250000 Penalty: 3339.469971
	Iteration 10Q: 3 clusters Score -2548630 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -2548759.000000 Penalty: 3339.469971
	Iteration 11Q: 3 clusters Score -2548759 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -2548863.000000 Penalty: 3339.469971
	Iteration 12Q: 3 clusters Score -2548863 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -2548931.500000 Penalty: 3339.469971
	Iteration 13Q: 3 clusters Score -2548932 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -2548988.750000 Penalty: 3339.469971
	Iteration 14Q: 3 clusters Score -2548989 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -2549032.750000 Penalty: 3339.469971
	Iteration 15Q: 3 clusters Score -2549033 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -2549074.750000 Penalty: 3339.469971
	Iteration 16Q: 3 clusters Score -2549075 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 25347 members 
Entering Unmasked Estep 
Score: -2549111.000000 Penalty: 3339.469971
	Iteration 17Q: 3 clusters Score -2549111 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -2549128.750000 Penalty: 3339.469971
	Iteration 18Q: 3 clusters Score -2549129 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -2549147.500000 Penalty: 3339.469971
	Iteration 19Q: 3 clusters Score -2549148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 25617 members 
Entering Unmasked Estep 
Score: -2549159.500000 Penalty: 3339.469971
	Iteration 20F: 3 clusters Score -2549160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -2549171.250000 Penalty: 3339.469971
	Iteration 21Q: 3 clusters Score -2549171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -2549178.000000 Penalty: 3339.469971
	Iteration 22Q: 3 clusters Score -2549178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -2549188.250000 Penalty: 3339.469971
	Iteration 23Q: 3 clusters Score -2549188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -2549195.250000 Penalty: 3339.469971
	Iteration 24Q: 3 clusters Score -2549195 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -2549192.250000 Penalty: 3339.469971
	Iteration 25Q: 3 clusters Score -2549192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 25907 members 
Entering Unmasked Estep 
Score: -2549203.000000 Penalty: 3339.469971
	Iteration 26Q: 3 clusters Score -2549203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -2549203.000000 Penalty: 3339.469971
	Iteration 27Q: 3 clusters Score -2549203 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -2549203.250000 Penalty: 3339.469971
	Iteration 28Q: 3 clusters Score -2549203 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
Score: -2549209.250000 Penalty: 3339.469971
	Iteration 29Q: 3 clusters Score -2549209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -2549209.250000 Penalty: 3339.469971
	Iteration 30Q: 3 clusters Score -2549209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -2549209.500000 Penalty: 3339.469971
	Iteration 31Q: 3 clusters Score -2549210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -2549212.250000 Penalty: 3339.469971
	Iteration 32Q: 3 clusters Score -2549212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -2549208.000000 Penalty: 3339.469971
	Iteration 33Q: 3 clusters Score -2549208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -2549208.000000 Penalty: 3339.469971
	Iteration 34Q: 3 clusters Score -2549208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -2549210.750000 Penalty: 3339.469971
	Iteration 35Q: 3 clusters Score -2549211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -2549213.000000 Penalty: 3339.469971
	Iteration 36Q: 3 clusters Score -2549213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -2549215.500000 Penalty: 3339.469971
	Iteration 37Q: 3 clusters Score -2549216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -2549215.000000 Penalty: 3339.469971
	Iteration 38Q: 3 clusters Score -2549215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -2549216.000000 Penalty: 3339.469971
	Iteration 39Q: 3 clusters Score -2549216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -2549216.250000 Penalty: 3339.469971
	Iteration 40F: 3 clusters Score -2549216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 13214 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 41934 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Entering Unmasked Estep 
Score: -40825044.000000 Penalty: 53192.781250
Splitting cluster 5 changes total score from -40814084.000000 to -40825044.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 6 (6593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Entering Unmasked Estep 
Score: -591150.875000 Penalty: 1428.986694
	Iteration 0F: 2 clusters Score -591150.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -586163.625000 Penalty: 2857.973389
	Iteration 0F: 3 clusters Score -586163.6 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -587679.937500 Penalty: 2857.973389
	Iteration 1F: 3 clusters Score -587679.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -587887.875000 Penalty: 2857.973389
	Iteration 2F: 3 clusters Score -587887.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -588046.000000 Penalty: 2857.973389
	Iteration 3F: 3 clusters Score -588046 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -588196.250000 Penalty: 2857.973389
	Iteration 4Q: 3 clusters Score -588196.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -588352.312500 Penalty: 2857.973389
	Iteration 5Q: 3 clusters Score -588352.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -588558.125000 Penalty: 2857.973389
	Iteration 6Q: 3 clusters Score -588558.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -588807.250000 Penalty: 2857.973389
	Iteration 7F: 3 clusters Score -588807.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -589033.875000 Penalty: 2857.973389
	Iteration 8Q: 3 clusters Score -589033.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -589251.250000 Penalty: 2857.973389
	Iteration 9Q: 3 clusters Score -589251.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -589430.375000 Penalty: 2857.973389
	Iteration 10Q: 3 clusters Score -589430.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -589548.000000 Penalty: 2857.973389
	Iteration 11Q: 3 clusters Score -589548 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -589622.375000 Penalty: 2857.973389
	Iteration 12Q: 3 clusters Score -589622.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -589679.312500 Penalty: 2857.973389
	Iteration 13Q: 3 clusters Score -589679.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -589728.312500 Penalty: 2857.973389
	Iteration 14Q: 3 clusters Score -589728.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -589768.687500 Penalty: 2857.973389
	Iteration 15Q: 3 clusters Score -589768.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -589799.937500 Penalty: 2857.973389
	Iteration 16Q: 3 clusters Score -589799.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -589816.062500 Penalty: 2857.973389
	Iteration 17Q: 3 clusters Score -589816.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -589829.125000 Penalty: 2857.973389
	Iteration 18Q: 3 clusters Score -589829.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -589840.437500 Penalty: 2857.973389
	Iteration 19Q: 3 clusters Score -589840.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -589852.625000 Penalty: 2857.973389
	Iteration 20F: 3 clusters Score -589852.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -589861.187500 Penalty: 2857.973389
	Iteration 21Q: 3 clusters Score -589861.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -589867.062500 Penalty: 2857.973389
	Iteration 22Q: 3 clusters Score -589867.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -589870.687500 Penalty: 2857.973389
	Iteration 23Q: 3 clusters Score -589870.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -589877.875000 Penalty: 2857.973389
	Iteration 24Q: 3 clusters Score -589877.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -589881.875000 Penalty: 2857.973389
	Iteration 25Q: 3 clusters Score -589881.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -589885.562500 Penalty: 2857.973389
	Iteration 26Q: 3 clusters Score -589885.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -589885.062500 Penalty: 2857.973389
	Iteration 27Q: 3 clusters Score -589885.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -589886.500000 Penalty: 2857.973389
	Iteration 28Q: 3 clusters Score -589886.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -589886.937500 Penalty: 2857.973389
	Iteration 29Q: 3 clusters Score -589886.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -589886.937500 Penalty: 2857.973389
	Iteration 30F: 3 clusters Score -589886.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (8598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Entering Unmasked Estep 
Score: -778851.625000 Penalty: 1472.133789
	Iteration 0F: 2 clusters Score -778851.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -772525.000000 Penalty: 2944.267578
	Iteration 0F: 3 clusters Score -772525 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -774487.875000 Penalty: 2944.267578
	Iteration 1F: 3 clusters Score -774487.9 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -774742.312500 Penalty: 2944.267578
	Iteration 2F: 3 clusters Score -774742.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -774938.062500 Penalty: 2944.267578
	Iteration 3F: 3 clusters Score -774938.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -775111.687500 Penalty: 2944.267578
	Iteration 4Q: 3 clusters Score -775111.7 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -775294.437500 Penalty: 2944.267578
	Iteration 5Q: 3 clusters Score -775294.4 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -775478.687500 Penalty: 2944.267578
	Iteration 6Q: 3 clusters Score -775478.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -775694.687500 Penalty: 2944.267578
	Iteration 7Q: 3 clusters Score -775694.7 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -775966.437500 Penalty: 2944.267578
	Iteration 8Q: 3 clusters Score -775966.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -776245.375000 Penalty: 2944.267578
	Iteration 9Q: 3 clusters Score -776245.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -776535.937500 Penalty: 2944.267578
	Iteration 10Q: 3 clusters Score -776535.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -776782.187500 Penalty: 2944.267578
	Iteration 11Q: 3 clusters Score -776782.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -776978.062500 Penalty: 2944.267578
	Iteration 12Q: 3 clusters Score -776978.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -777140.687500 Penalty: 2944.267578
	Iteration 13Q: 3 clusters Score -777140.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -777273.312500 Penalty: 2944.267578
	Iteration 14Q: 3 clusters Score -777273.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -777354.062500 Penalty: 2944.267578
	Iteration 15Q: 3 clusters Score -777354.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -777432.875000 Penalty: 2944.267578
	Iteration 16Q: 3 clusters Score -777432.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -777495.500000 Penalty: 2944.267578
	Iteration 17Q: 3 clusters Score -777495.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -777519.312500 Penalty: 2944.267578
	Iteration 18Q: 3 clusters Score -777519.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -777534.500000 Penalty: 2944.267578
	Iteration 19Q: 3 clusters Score -777534.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -777553.062500 Penalty: 2944.267578
	Iteration 20F: 3 clusters Score -777553.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -777559.250000 Penalty: 2944.267578
	Iteration 21Q: 3 clusters Score -777559.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -777560.562500 Penalty: 2944.267578
	Iteration 22Q: 3 clusters Score -777560.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -777560.562500 Penalty: 2944.267578
	Iteration 23F: 3 clusters Score -777560.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (9809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Entering Unmasked Estep 
Score: -790429.375000 Penalty: 1493.546509
	Iteration 0F: 2 clusters Score -790429.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -783439.500000 Penalty: 2987.093018
	Iteration 0F: 3 clusters Score -783439.5 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -785736.875000 Penalty: 2987.093018
	Iteration 1F: 3 clusters Score -785736.9 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -786052.875000 Penalty: 2987.093018
	Iteration 2F: 3 clusters Score -786052.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -786337.562500 Penalty: 2987.093018
	Iteration 3F: 3 clusters Score -786337.6 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -786619.562500 Penalty: 2987.093018
	Iteration 4F: 3 clusters Score -786619.6 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -786893.500000 Penalty: 2987.093018
	Iteration 5F: 3 clusters Score -786893.5 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -787100.375000 Penalty: 2987.093018
	Iteration 6Q: 3 clusters Score -787100.4 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -787269.812500 Penalty: 2987.093018
	Iteration 7Q: 3 clusters Score -787269.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -787416.000000 Penalty: 2987.093018
	Iteration 8Q: 3 clusters Score -787416 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -787564.062500 Penalty: 2987.093018
	Iteration 9Q: 3 clusters Score -787564.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -787683.687500 Penalty: 2987.093018
	Iteration 10Q: 3 clusters Score -787683.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -787790.312500 Penalty: 2987.093018
	Iteration 11Q: 3 clusters Score -787790.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -787877.875000 Penalty: 2987.093018
	Iteration 12Q: 3 clusters Score -787877.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -787964.500000 Penalty: 2987.093018
	Iteration 13Q: 3 clusters Score -787964.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -788030.812500 Penalty: 2987.093018
	Iteration 14Q: 3 clusters Score -788030.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -788084.000000 Penalty: 2987.093018
	Iteration 15Q: 3 clusters Score -788084 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -788122.375000 Penalty: 2987.093018
	Iteration 16Q: 3 clusters Score -788122.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -788150.750000 Penalty: 2987.093018
	Iteration 17Q: 3 clusters Score -788150.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -788173.000000 Penalty: 2987.093018
	Iteration 18Q: 3 clusters Score -788173 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -788196.937500 Penalty: 2987.093018
	Iteration 19Q: 3 clusters Score -788196.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -788212.687500 Penalty: 2987.093018
	Iteration 20F: 3 clusters Score -788212.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -788228.000000 Penalty: 2987.093018
	Iteration 21Q: 3 clusters Score -788228 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -788248.375000 Penalty: 2987.093018
	Iteration 22Q: 3 clusters Score -788248.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -788263.375000 Penalty: 2987.093018
	Iteration 23Q: 3 clusters Score -788263.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -788285.625000 Penalty: 2987.093018
	Iteration 24Q: 3 clusters Score -788285.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -788308.250000 Penalty: 2987.093018
	Iteration 25Q: 3 clusters Score -788308.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -788334.312500 Penalty: 2987.093018
	Iteration 26Q: 3 clusters Score -788334.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -788361.750000 Penalty: 2987.093018
	Iteration 27Q: 3 clusters Score -788361.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -788387.687500 Penalty: 2987.093018
	Iteration 28Q: 3 clusters Score -788387.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -788410.437500 Penalty: 2987.093018
	Iteration 29Q: 3 clusters Score -788410.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -788441.000000 Penalty: 2987.093018
	Iteration 30Q: 3 clusters Score -788441 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -788476.812500 Penalty: 2987.093018
	Iteration 31Q: 3 clusters Score -788476.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -788506.062500 Penalty: 2987.093018
	Iteration 32Q: 3 clusters Score -788506.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -788547.687500 Penalty: 2987.093018
	Iteration 33Q: 3 clusters Score -788547.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -788595.625000 Penalty: 2987.093018
	Iteration 34Q: 3 clusters Score -788595.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -788632.937500 Penalty: 2987.093018
	Iteration 35Q: 3 clusters Score -788632.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -788679.000000 Penalty: 2987.093018
	Iteration 36Q: 3 clusters Score -788679 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -788726.500000 Penalty: 2987.093018
	Iteration 37Q: 3 clusters Score -788726.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -788768.187500 Penalty: 2987.093018
	Iteration 38Q: 3 clusters Score -788768.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -788816.687500 Penalty: 2987.093018
	Iteration 39Q: 3 clusters Score -788816.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -788865.500000 Penalty: 2987.093018
	Iteration 40F: 3 clusters Score -788865.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -788917.000000 Penalty: 2987.093018
	Iteration 41Q: 3 clusters Score -788917 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -788978.312500 Penalty: 2987.093018
	Iteration 42Q: 3 clusters Score -788978.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -789052.062500 Penalty: 2987.093018
	Iteration 43Q: 3 clusters Score -789052.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -789123.000000 Penalty: 2987.093018
	Iteration 44Q: 3 clusters Score -789123 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -789203.562500 Penalty: 2987.093018
	Iteration 45Q: 3 clusters Score -789203.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -789274.062500 Penalty: 2987.093018
	Iteration 46Q: 3 clusters Score -789274.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -789330.125000 Penalty: 2987.093018
	Iteration 47Q: 3 clusters Score -789330.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -789382.187500 Penalty: 2987.093018
	Iteration 48Q: 3 clusters Score -789382.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -789432.875000 Penalty: 2987.093018
	Iteration 49Q: 3 clusters Score -789432.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -789465.750000 Penalty: 2987.093018
	Iteration 50Q: 3 clusters Score -789465.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -789485.000000 Penalty: 2987.093018
	Iteration 51Q: 3 clusters Score -789485 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -789499.125000 Penalty: 2987.093018
	Iteration 52Q: 3 clusters Score -789499.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -789512.812500 Penalty: 2987.093018
	Iteration 53Q: 3 clusters Score -789512.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -789522.062500 Penalty: 2987.093018
	Iteration 54Q: 3 clusters Score -789522.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -789528.625000 Penalty: 2987.093018
	Iteration 55Q: 3 clusters Score -789528.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -789534.312500 Penalty: 2987.093018
	Iteration 56Q: 3 clusters Score -789534.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -789535.562500 Penalty: 2987.093018
	Iteration 57Q: 3 clusters Score -789535.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -789538.250000 Penalty: 2987.093018
	Iteration 58Q: 3 clusters Score -789538.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -789543.625000 Penalty: 2987.093018
	Iteration 59Q: 3 clusters Score -789543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -789546.187500 Penalty: 2987.093018
	Iteration 60F: 3 clusters Score -789546.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -789547.875000 Penalty: 2987.093018
	Iteration 61Q: 3 clusters Score -789547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -789548.750000 Penalty: 2987.093018
	Iteration 62Q: 3 clusters Score -789548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -789550.937500 Penalty: 2987.093018
	Iteration 63Q: 3 clusters Score -789550.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -789550.062500 Penalty: 2987.093018
	Iteration 64Q: 3 clusters Score -789550.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -789550.312500 Penalty: 2987.093018
	Iteration 65Q: 3 clusters Score -789550.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -789550.312500 Penalty: 2987.093018
	Iteration 66Q: 3 clusters Score -789550.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -789549.937500 Penalty: 2987.093018
	Iteration 67Q: 3 clusters Score -789549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -789551.312500 Penalty: 2987.093018
	Iteration 68Q: 3 clusters Score -789551.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -789551.312500 Penalty: 2987.093018
	Iteration 69F: 3 clusters Score -789551.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Entering Unmasked Estep 
Score: -1135950.375000 Penalty: 1541.967651
	Iteration 0F: 2 clusters Score -1135950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1126778.875000 Penalty: 3083.935303
	Iteration 0F: 3 clusters Score -1126779 nChanged 5776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1129942.875000 Penalty: 3083.935303
	Iteration 1F: 3 clusters Score -1129943 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1130412.125000 Penalty: 3083.935303
	Iteration 2F: 3 clusters Score -1130412 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1130949.125000 Penalty: 3083.935303
	Iteration 3F: 3 clusters Score -1130949 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1131601.000000 Penalty: 3083.935303
	Iteration 4F: 3 clusters Score -1131601 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1132419.875000 Penalty: 3083.935303
	Iteration 5F: 3 clusters Score -1132420 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1133182.375000 Penalty: 3083.935303
	Iteration 6F: 3 clusters Score -1133182 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1133770.250000 Penalty: 3083.935303
	Iteration 7F: 3 clusters Score -1133770 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1134147.375000 Penalty: 3083.935303
	Iteration 8Q: 3 clusters Score -1134147 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1134432.625000 Penalty: 3083.935303
	Iteration 9Q: 3 clusters Score -1134433 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1134663.375000 Penalty: 3083.935303
	Iteration 10Q: 3 clusters Score -1134663 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1134870.500000 Penalty: 3083.935303
	Iteration 11Q: 3 clusters Score -1134870 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1135014.500000 Penalty: 3083.935303
	Iteration 12Q: 3 clusters Score -1135014 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1135089.375000 Penalty: 3083.935303
	Iteration 13Q: 3 clusters Score -1135089 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1135121.375000 Penalty: 3083.935303
	Iteration 14Q: 3 clusters Score -1135121 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1135147.250000 Penalty: 3083.935303
	Iteration 15Q: 3 clusters Score -1135147 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1135166.875000 Penalty: 3083.935303
	Iteration 16Q: 3 clusters Score -1135167 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1135181.875000 Penalty: 3083.935303
	Iteration 17Q: 3 clusters Score -1135182 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1135193.375000 Penalty: 3083.935303
	Iteration 18Q: 3 clusters Score -1135193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1135207.875000 Penalty: 3083.935303
	Iteration 19Q: 3 clusters Score -1135208 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1135216.750000 Penalty: 3083.935303
	Iteration 20F: 3 clusters Score -1135217 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1135226.500000 Penalty: 3083.935303
	Iteration 21Q: 3 clusters Score -1135226 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1135232.750000 Penalty: 3083.935303
	Iteration 22Q: 3 clusters Score -1135233 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1135241.750000 Penalty: 3083.935303
	Iteration 23Q: 3 clusters Score -1135242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1135247.125000 Penalty: 3083.935303
	Iteration 24Q: 3 clusters Score -1135247 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1135253.500000 Penalty: 3083.935303
	Iteration 25Q: 3 clusters Score -1135254 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1135268.000000 Penalty: 3083.935303
	Iteration 26Q: 3 clusters Score -1135268 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1135273.750000 Penalty: 3083.935303
	Iteration 27Q: 3 clusters Score -1135274 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1135281.000000 Penalty: 3083.935303
	Iteration 28Q: 3 clusters Score -1135281 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1135287.875000 Penalty: 3083.935303
	Iteration 29Q: 3 clusters Score -1135288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1135300.875000 Penalty: 3083.935303
	Iteration 30Q: 3 clusters Score -1135301 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1135320.375000 Penalty: 3083.935303
	Iteration 31Q: 3 clusters Score -1135320 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1135347.875000 Penalty: 3083.935303
	Iteration 32Q: 3 clusters Score -1135348 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1135377.000000 Penalty: 3083.935303
	Iteration 33Q: 3 clusters Score -1135377 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1135415.000000 Penalty: 3083.935303
	Iteration 34Q: 3 clusters Score -1135415 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1135453.500000 Penalty: 3083.935303
	Iteration 35Q: 3 clusters Score -1135454 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1135502.000000 Penalty: 3083.935303
	Iteration 36Q: 3 clusters Score -1135502 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1135563.625000 Penalty: 3083.935303
	Iteration 37Q: 3 clusters Score -1135564 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1135630.750000 Penalty: 3083.935303
	Iteration 38Q: 3 clusters Score -1135631 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1135698.000000 Penalty: 3083.935303
	Iteration 39Q: 3 clusters Score -1135698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1135751.875000 Penalty: 3083.935303
	Iteration 40F: 3 clusters Score -1135752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1135788.875000 Penalty: 3083.935303
	Iteration 41Q: 3 clusters Score -1135789 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1135821.875000 Penalty: 3083.935303
	Iteration 42Q: 3 clusters Score -1135822 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1135852.625000 Penalty: 3083.935303
	Iteration 43Q: 3 clusters Score -1135853 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -1135886.375000 Penalty: 3083.935303
	Iteration 44Q: 3 clusters Score -1135886 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1135923.125000 Penalty: 3083.935303
	Iteration 45Q: 3 clusters Score -1135923 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1135945.875000 Penalty: 3083.935303
	Iteration 46Q: 3 clusters Score -1135946 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1135984.875000 Penalty: 3083.935303
	Iteration 47Q: 3 clusters Score -1135985 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1136014.000000 Penalty: 3083.935303
	Iteration 48Q: 3 clusters Score -1136014 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1136065.375000 Penalty: 3083.935303
	Iteration 49Q: 3 clusters Score -1136065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1136137.500000 Penalty: 3083.935303
	Iteration 50Q: 3 clusters Score -1136138 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1136214.750000 Penalty: 3083.935303
	Iteration 51Q: 3 clusters Score -1136215 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1136293.625000 Penalty: 3083.935303
	Iteration 52Q: 3 clusters Score -1136294 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1136364.625000 Penalty: 3083.935303
	Iteration 53Q: 3 clusters Score -1136365 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1136409.375000 Penalty: 3083.935303
	Iteration 54Q: 3 clusters Score -1136409 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1136437.875000 Penalty: 3083.935303
	Iteration 55Q: 3 clusters Score -1136438 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -1136467.500000 Penalty: 3083.935303
	Iteration 56Q: 3 clusters Score -1136468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1136480.375000 Penalty: 3083.935303
	Iteration 57Q: 3 clusters Score -1136480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1136487.875000 Penalty: 3083.935303
	Iteration 58Q: 3 clusters Score -1136488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1136492.625000 Penalty: 3083.935303
	Iteration 59Q: 3 clusters Score -1136493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1136495.125000 Penalty: 3083.935303
	Iteration 60F: 3 clusters Score -1136495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1136499.000000 Penalty: 3083.935303
	Iteration 61Q: 3 clusters Score -1136499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1136499.000000 Penalty: 3083.935303
	Iteration 62Q: 3 clusters Score -1136499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1136500.500000 Penalty: 3083.935303
	Iteration 63Q: 3 clusters Score -1136500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1136501.750000 Penalty: 3083.935303
	Iteration 64Q: 3 clusters Score -1136502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1136500.750000 Penalty: 3083.935303
	Iteration 65Q: 3 clusters Score -1136501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1136498.875000 Penalty: 3083.935303
	Iteration 66Q: 3 clusters Score -1136499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -1136499.000000 Penalty: 3083.935303
	Iteration 67Q: 3 clusters Score -1136499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1136499.625000 Penalty: 3083.935303
	Iteration 68Q: 3 clusters Score -1136500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1136499.625000 Penalty: 3083.935303
	Iteration 69F: 3 clusters Score -1136500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 41934 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Entering Unmasked Estep 
Score: -40825016.000000 Penalty: 55320.492188
Splitting cluster 9 changes total score from -40814084.000000 to -40825016.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 11 (41934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41934 members 
Entering Unmasked Estep 
Score: -3638136.250000 Penalty: 1729.625977
	Iteration 0F: 2 clusters Score -3638136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -3610255.750000 Penalty: 3459.251953
	Iteration 0F: 3 clusters Score -3610256 nChanged 19559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -3622582.750000 Penalty: 3459.251953
	Iteration 1F: 3 clusters Score -3622583 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -3624137.250000 Penalty: 3459.251953
	Iteration 2F: 3 clusters Score -3624137 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -3625716.000000 Penalty: 3459.251953
	Iteration 3F: 3 clusters Score -3625716 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -3627247.000000 Penalty: 3459.251953
	Iteration 4F: 3 clusters Score -3627247 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3628733.000000 Penalty: 3459.251953
	Iteration 5F: 3 clusters Score -3628733 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3630064.250000 Penalty: 3459.251953
	Iteration 6F: 3 clusters Score -3630064 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3631267.250000 Penalty: 3459.251953
	Iteration 7Q: 3 clusters Score -3631267 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 28435 members 
Entering Unmasked Estep 
Score: -3632402.750000 Penalty: 3459.251953
	Iteration 8Q: 3 clusters Score -3632403 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -3633494.000000 Penalty: 3459.251953
	Iteration 9Q: 3 clusters Score -3633494 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 29973 members 
Entering Unmasked Estep 
Score: -3634341.000000 Penalty: 3459.251953
	Iteration 10Q: 3 clusters Score -3634341 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -3634880.750000 Penalty: 3459.251953
	Iteration 11Q: 3 clusters Score -3634881 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3635273.750000 Penalty: 3459.251953
	Iteration 12Q: 3 clusters Score -3635274 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 30862 members 
Entering Unmasked Estep 
Score: -3635721.250000 Penalty: 3459.251953
	Iteration 13Q: 3 clusters Score -3635721 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3636336.000000 Penalty: 3459.251953
	Iteration 14Q: 3 clusters Score -3636336 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -3637141.250000 Penalty: 3459.251953
	Iteration 15Q: 3 clusters Score -3637141 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -3638133.000000 Penalty: 3459.251953
	Iteration 16Q: 3 clusters Score -3638133 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -3639071.000000 Penalty: 3459.251953
	Iteration 17Q: 3 clusters Score -3639071 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -3639720.750000 Penalty: 3459.251953
	Iteration 18Q: 3 clusters Score -3639721 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 29355 members 
Entering Unmasked Estep 
Score: -3640067.000000 Penalty: 3459.251953
	Iteration 19Q: 3 clusters Score -3640067 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -3640273.500000 Penalty: 3459.251953
	Iteration 20F: 3 clusters Score -3640274 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -3640358.750000 Penalty: 3459.251953
	Iteration 21Q: 3 clusters Score -3640359 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -3640423.500000 Penalty: 3459.251953
	Iteration 22Q: 3 clusters Score -3640424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3640463.000000 Penalty: 3459.251953
	Iteration 23Q: 3 clusters Score -3640463 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -3640482.000000 Penalty: 3459.251953
	Iteration 24Q: 3 clusters Score -3640482 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -3640488.750000 Penalty: 3459.251953
	Iteration 25Q: 3 clusters Score -3640489 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -3640484.750000 Penalty: 3459.251953
	Iteration 26Q: 3 clusters Score -3640485 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 28404 members 
Entering Unmasked Estep 
Score: -3640490.750000 Penalty: 3459.251953
	Iteration 27Q: 3 clusters Score -3640491 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -3640491.500000 Penalty: 3459.251953
	Iteration 28Q: 3 clusters Score -3640492 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -3640486.000000 Penalty: 3459.251953
	Iteration 29Q: 3 clusters Score -3640486 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -3640490.750000 Penalty: 3459.251953
	Iteration 30Q: 3 clusters Score -3640491 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3640494.500000 Penalty: 3459.251953
	Iteration 31Q: 3 clusters Score -3640494 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3640500.250000 Penalty: 3459.251953
	Iteration 32Q: 3 clusters Score -3640500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3640499.250000 Penalty: 3459.251953
	Iteration 33Q: 3 clusters Score -3640499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3640501.250000 Penalty: 3459.251953
	Iteration 34Q: 3 clusters Score -3640501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3640505.000000 Penalty: 3459.251953
	Iteration 35Q: 3 clusters Score -3640505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3640505.000000 Penalty: 3459.251953
	Iteration 36Q: 3 clusters Score -3640505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3640502.500000 Penalty: 3459.251953
	Iteration 37Q: 3 clusters Score -3640502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3640504.250000 Penalty: 3459.251953
	Iteration 38Q: 3 clusters Score -3640504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -3640506.250000 Penalty: 3459.251953
	Iteration 39Q: 3 clusters Score -3640506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 28187 members 
Entering Unmasked Estep 
Score: -3640504.250000 Penalty: 3459.251953
	Iteration 40F: 3 clusters Score -3640504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -3640500.250000 Penalty: 3459.251953
	Iteration 41Q: 3 clusters Score -3640500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3640498.750000 Penalty: 3459.251953
	Iteration 42Q: 3 clusters Score -3640499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3640498.750000 Penalty: 3459.251953
	Iteration 43F: 3 clusters Score -3640499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 27458 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Entering Unmasked Estep 
Score: -40826700.000000 Penalty: 57448.203125
Splitting cluster 11 changes total score from -40814084.000000 to -40826700.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 12 (27458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Entering Unmasked Estep 
Score: -2449075.750000 Penalty: 1660.817139
	Iteration 0F: 2 clusters Score -2449076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2430698.750000 Penalty: 3321.634277
	Iteration 0F: 3 clusters Score -2430699 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2438299.000000 Penalty: 3321.634277
	Iteration 1F: 3 clusters Score -2438299 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2440004.500000 Penalty: 3321.634277
	Iteration 2F: 3 clusters Score -2440004 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -2442589.250000 Penalty: 3321.634277
	Iteration 3F: 3 clusters Score -2442589 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2445171.000000 Penalty: 3321.634277
	Iteration 4F: 3 clusters Score -2445171 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2446929.500000 Penalty: 3321.634277
	Iteration 5F: 3 clusters Score -2446930 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -2448098.750000 Penalty: 3321.634277
	Iteration 6F: 3 clusters Score -2448099 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -2449002.750000 Penalty: 3321.634277
	Iteration 7Q: 3 clusters Score -2449003 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2449792.500000 Penalty: 3321.634277
	Iteration 8Q: 3 clusters Score -2449792 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -2450351.500000 Penalty: 3321.634277
	Iteration 9Q: 3 clusters Score -2450352 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2450727.500000 Penalty: 3321.634277
	Iteration 10Q: 3 clusters Score -2450728 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2450908.000000 Penalty: 3321.634277
	Iteration 11Q: 3 clusters Score -2450908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2451006.250000 Penalty: 3321.634277
	Iteration 12Q: 3 clusters Score -2451006 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2451074.500000 Penalty: 3321.634277
	Iteration 13Q: 3 clusters Score -2451074 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2451098.750000 Penalty: 3321.634277
	Iteration 14Q: 3 clusters Score -2451099 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -2451127.750000 Penalty: 3321.634277
	Iteration 15Q: 3 clusters Score -2451128 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2451141.000000 Penalty: 3321.634277
	Iteration 16Q: 3 clusters Score -2451141 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2451146.000000 Penalty: 3321.634277
	Iteration 17Q: 3 clusters Score -2451146 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -2451154.000000 Penalty: 3321.634277
	Iteration 18Q: 3 clusters Score -2451154 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2451163.750000 Penalty: 3321.634277
	Iteration 19Q: 3 clusters Score -2451164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2451166.750000 Penalty: 3321.634277
	Iteration 20F: 3 clusters Score -2451167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2451170.000000 Penalty: 3321.634277
	Iteration 21Q: 3 clusters Score -2451170 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2451176.500000 Penalty: 3321.634277
	Iteration 22Q: 3 clusters Score -2451176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2451178.000000 Penalty: 3321.634277
	Iteration 23Q: 3 clusters Score -2451178 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2451170.000000 Penalty: 3321.634277
	Iteration 24Q: 3 clusters Score -2451170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2451176.500000 Penalty: 3321.634277
	Iteration 25Q: 3 clusters Score -2451176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2451186.250000 Penalty: 3321.634277
	Iteration 26Q: 3 clusters Score -2451186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2451181.750000 Penalty: 3321.634277
	Iteration 27Q: 3 clusters Score -2451182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 10585 members 
Entering Unmasked Estep 
Score: -2451182.000000 Penalty: 3321.634277
	Iteration 28Q: 3 clusters Score -2451182 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2451187.750000 Penalty: 3321.634277
	Iteration 29Q: 3 clusters Score -2451188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2451186.250000 Penalty: 3321.634277
	Iteration 30Q: 3 clusters Score -2451186 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2451193.500000 Penalty: 3321.634277
	Iteration 31Q: 3 clusters Score -2451194 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2451199.250000 Penalty: 3321.634277
	Iteration 32Q: 3 clusters Score -2451199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2451216.250000 Penalty: 3321.634277
	Iteration 33Q: 3 clusters Score -2451216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2451218.250000 Penalty: 3321.634277
	Iteration 34Q: 3 clusters Score -2451218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -2451221.500000 Penalty: 3321.634277
	Iteration 35Q: 3 clusters Score -2451222 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -2451218.750000 Penalty: 3321.634277
	Iteration 36Q: 3 clusters Score -2451219 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2451218.750000 Penalty: 3321.634277
	Iteration 37Q: 3 clusters Score -2451219 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -2451221.500000 Penalty: 3321.634277
	Iteration 38Q: 3 clusters Score -2451222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2451224.500000 Penalty: 3321.634277
	Iteration 39Q: 3 clusters Score -2451224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2451221.250000 Penalty: 3321.634277
	Iteration 40F: 3 clusters Score -2451221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2451224.250000 Penalty: 3321.634277
	Iteration 41Q: 3 clusters Score -2451224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2451222.750000 Penalty: 3321.634277
	Iteration 42Q: 3 clusters Score -2451223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -2451222.750000 Penalty: 3321.634277
	Iteration 43Q: 3 clusters Score -2451223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2451222.750000 Penalty: 3321.634277
	Iteration 44Q: 3 clusters Score -2451223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -2451222.750000 Penalty: 3321.634277
	Iteration 45F: 3 clusters Score -2451223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Entering Unmasked Estep 
Score: -40828456.000000 Penalty: 59575.914062
Splitting cluster 12 changes total score from -40814084.000000 to -40828456.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 13 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -152161.125000 Penalty: 1233.431396
	Iteration 0F: 2 clusters Score -152161.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -150136.625000 Penalty: 2466.862793
	Iteration 0F: 3 clusters Score -150136.6 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -150866.765625 Penalty: 2466.862793
	Iteration 1F: 3 clusters Score -150866.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -151228.765625 Penalty: 2466.862793
	Iteration 2F: 3 clusters Score -151228.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -151490.859375 Penalty: 2466.862793
	Iteration 3F: 3 clusters Score -151490.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -151699.390625 Penalty: 2466.862793
	Iteration 4F: 3 clusters Score -151699.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -151865.250000 Penalty: 2466.862793
	Iteration 5F: 3 clusters Score -151865.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -151991.703125 Penalty: 2466.862793
	Iteration 6Q: 3 clusters Score -151991.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -152069.031250 Penalty: 2466.862793
	Iteration 7Q: 3 clusters Score -152069 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -152139.703125 Penalty: 2466.862793
	Iteration 8Q: 3 clusters Score -152139.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -152201.656250 Penalty: 2466.862793
	Iteration 9Q: 3 clusters Score -152201.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -152256.703125 Penalty: 2466.862793
	Iteration 10Q: 3 clusters Score -152256.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -152360.828125 Penalty: 2466.862793
	Iteration 11Q: 3 clusters Score -152360.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -152574.546875 Penalty: 2466.862793
	Iteration 12Q: 3 clusters Score -152574.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -152808.187500 Penalty: 2466.862793
	Iteration 13Q: 3 clusters Score -152808.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -153128.343750 Penalty: 2466.862793
	Iteration 14Q: 3 clusters Score -153128.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -153508.765625 Penalty: 2466.862793
	Iteration 15Q: 3 clusters Score -153508.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -153632.640625 Penalty: 2466.862793
	Iteration 16Q: 3 clusters Score -153632.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -153668.390625 Penalty: 2466.862793
	Iteration 17Q: 3 clusters Score -153668.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -153691.140625 Penalty: 2466.862793
	Iteration 18Q: 3 clusters Score -153691.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -153710.328125 Penalty: 2466.862793
	Iteration 19Q: 3 clusters Score -153710.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -153729.046875 Penalty: 2466.862793
	Iteration 20F: 3 clusters Score -153729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -153793.187500 Penalty: 2466.862793
	Iteration 21Q: 3 clusters Score -153793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -153813.765625 Penalty: 2466.862793
	Iteration 22Q: 3 clusters Score -153813.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -153827.531250 Penalty: 2466.862793
	Iteration 23Q: 3 clusters Score -153827.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -153836.015625 Penalty: 2466.862793
	Iteration 24Q: 3 clusters Score -153836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -153840.109375 Penalty: 2466.862793
	Iteration 25Q: 3 clusters Score -153840.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -153842.578125 Penalty: 2466.862793
	Iteration 26Q: 3 clusters Score -153842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -153843.312500 Penalty: 2466.862793
	Iteration 27Q: 3 clusters Score -153843.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -153844.109375 Penalty: 2466.862793
	Iteration 28Q: 3 clusters Score -153844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -153844.109375 Penalty: 2466.862793
	Iteration 29F: 3 clusters Score -153844.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 22498 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Entering Unmasked Estep 
Score: -40829224.000000 Penalty: 61703.628906
Splitting cluster 13 changes total score from -40814084.000000 to -40829224.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 14 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -1919678.000000 Penalty: 1628.442139
	Iteration 0F: 2 clusters Score -1919678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1904498.500000 Penalty: 3256.884277
	Iteration 0F: 3 clusters Score -1904498 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1910440.750000 Penalty: 3256.884277
	Iteration 1F: 3 clusters Score -1910441 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1911316.250000 Penalty: 3256.884277
	Iteration 2F: 3 clusters Score -1911316 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1912397.500000 Penalty: 3256.884277
	Iteration 3F: 3 clusters Score -1912398 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1913801.750000 Penalty: 3256.884277
	Iteration 4F: 3 clusters Score -1913802 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1915511.500000 Penalty: 3256.884277
	Iteration 5F: 3 clusters Score -1915512 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1917326.750000 Penalty: 3256.884277
	Iteration 6F: 3 clusters Score -1917327 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1918578.250000 Penalty: 3256.884277
	Iteration 7F: 3 clusters Score -1918578 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1919204.000000 Penalty: 3256.884277
	Iteration 8Q: 3 clusters Score -1919204 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1919526.750000 Penalty: 3256.884277
	Iteration 9Q: 3 clusters Score -1919527 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1919729.000000 Penalty: 3256.884277
	Iteration 10Q: 3 clusters Score -1919729 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1919874.000000 Penalty: 3256.884277
	Iteration 11Q: 3 clusters Score -1919874 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1919980.250000 Penalty: 3256.884277
	Iteration 12Q: 3 clusters Score -1919980 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1920065.750000 Penalty: 3256.884277
	Iteration 13Q: 3 clusters Score -1920066 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1920135.875000 Penalty: 3256.884277
	Iteration 14Q: 3 clusters Score -1920136 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1920195.625000 Penalty: 3256.884277
	Iteration 15Q: 3 clusters Score -1920196 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -1920276.750000 Penalty: 3256.884277
	Iteration 16Q: 3 clusters Score -1920277 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1920358.000000 Penalty: 3256.884277
	Iteration 17Q: 3 clusters Score -1920358 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1920426.125000 Penalty: 3256.884277
	Iteration 18Q: 3 clusters Score -1920426 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1920517.375000 Penalty: 3256.884277
	Iteration 19Q: 3 clusters Score -1920517 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1920570.125000 Penalty: 3256.884277
	Iteration 20F: 3 clusters Score -1920570 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1920608.750000 Penalty: 3256.884277
	Iteration 21Q: 3 clusters Score -1920609 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1920616.000000 Penalty: 3256.884277
	Iteration 22Q: 3 clusters Score -1920616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1920625.750000 Penalty: 3256.884277
	Iteration 23Q: 3 clusters Score -1920626 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1920627.875000 Penalty: 3256.884277
	Iteration 24Q: 3 clusters Score -1920628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1920634.875000 Penalty: 3256.884277
	Iteration 25Q: 3 clusters Score -1920635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1920632.500000 Penalty: 3256.884277
	Iteration 26Q: 3 clusters Score -1920632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1920631.875000 Penalty: 3256.884277
	Iteration 27Q: 3 clusters Score -1920632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1920632.875000 Penalty: 3256.884277
	Iteration 28Q: 3 clusters Score -1920633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19378 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1920632.500000 Penalty: 3256.884277
	Iteration 29Q: 3 clusters Score -1920632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1920636.375000 Penalty: 3256.884277
	Iteration 30Q: 3 clusters Score -1920636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -1920639.625000 Penalty: 3256.884277
	Iteration 31Q: 3 clusters Score -1920640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -1920640.625000 Penalty: 3256.884277
	Iteration 32Q: 3 clusters Score -1920641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1920642.125000 Penalty: 3256.884277
	Iteration 33Q: 3 clusters Score -1920642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1920644.250000 Penalty: 3256.884277
	Iteration 34Q: 3 clusters Score -1920644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1920645.500000 Penalty: 3256.884277
	Iteration 35Q: 3 clusters Score -1920646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1920643.875000 Penalty: 3256.884277
	Iteration 36Q: 3 clusters Score -1920644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1920643.250000 Penalty: 3256.884277
	Iteration 37Q: 3 clusters Score -1920643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1920641.750000 Penalty: 3256.884277
	Iteration 38Q: 3 clusters Score -1920642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1920641.125000 Penalty: 3256.884277
	Iteration 39Q: 3 clusters Score -1920641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1920641.125000 Penalty: 3256.884277
	Iteration 40F: 3 clusters Score -1920641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 24378 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Entering Unmasked Estep 
Score: -40829816.000000 Penalty: 63831.339844
Splitting cluster 14 changes total score from -40814084.000000 to -40829816.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 15 (24378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Entering Unmasked Estep 
Score: -2108029.750000 Penalty: 1641.483398
	Iteration 0F: 2 clusters Score -2108030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2091527.125000 Penalty: 3282.966797
	Iteration 0F: 3 clusters Score -2091527 nChanged 11058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -2097927.250000 Penalty: 3282.966797
	Iteration 1F: 3 clusters Score -2097927 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2098869.250000 Penalty: 3282.966797
	Iteration 2F: 3 clusters Score -2098869 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2100141.250000 Penalty: 3282.966797
	Iteration 3F: 3 clusters Score -2100141 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2101778.250000 Penalty: 3282.966797
	Iteration 4F: 3 clusters Score -2101778 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -2103513.000000 Penalty: 3282.966797
	Iteration 5F: 3 clusters Score -2103513 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2104870.000000 Penalty: 3282.966797
	Iteration 6F: 3 clusters Score -2104870 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2105785.750000 Penalty: 3282.966797
	Iteration 7F: 3 clusters Score -2105786 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2106447.000000 Penalty: 3282.966797
	Iteration 8Q: 3 clusters Score -2106447 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2107017.250000 Penalty: 3282.966797
	Iteration 9Q: 3 clusters Score -2107017 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2107508.250000 Penalty: 3282.966797
	Iteration 10Q: 3 clusters Score -2107508 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -2107860.750000 Penalty: 3282.966797
	Iteration 11Q: 3 clusters Score -2107861 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2108096.250000 Penalty: 3282.966797
	Iteration 12Q: 3 clusters Score -2108096 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -2108214.250000 Penalty: 3282.966797
	Iteration 13Q: 3 clusters Score -2108214 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -2108273.250000 Penalty: 3282.966797
	Iteration 14Q: 3 clusters Score -2108273 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2108300.250000 Penalty: 3282.966797
	Iteration 15Q: 3 clusters Score -2108300 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2108324.750000 Penalty: 3282.966797
	Iteration 16Q: 3 clusters Score -2108325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2108343.500000 Penalty: 3282.966797
	Iteration 17Q: 3 clusters Score -2108344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2108359.500000 Penalty: 3282.966797
	Iteration 18Q: 3 clusters Score -2108360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2108364.500000 Penalty: 3282.966797
	Iteration 19Q: 3 clusters Score -2108364 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2108374.750000 Penalty: 3282.966797
	Iteration 20F: 3 clusters Score -2108375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2108379.500000 Penalty: 3282.966797
	Iteration 21Q: 3 clusters Score -2108380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2108385.250000 Penalty: 3282.966797
	Iteration 22Q: 3 clusters Score -2108385 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2108386.500000 Penalty: 3282.966797
	Iteration 23Q: 3 clusters Score -2108386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21099 members 
Entering Unmasked Estep 
Score: -2108389.750000 Penalty: 3282.966797
	Iteration 24Q: 3 clusters Score -2108390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2108390.000000 Penalty: 3282.966797
	Iteration 25Q: 3 clusters Score -2108390 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2108396.500000 Penalty: 3282.966797
	Iteration 26Q: 3 clusters Score -2108396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2108399.250000 Penalty: 3282.966797
	Iteration 27Q: 3 clusters Score -2108399 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2108400.750000 Penalty: 3282.966797
	Iteration 28Q: 3 clusters Score -2108401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2108403.250000 Penalty: 3282.966797
	Iteration 29Q: 3 clusters Score -2108403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2108399.250000 Penalty: 3282.966797
	Iteration 30Q: 3 clusters Score -2108399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2108399.750000 Penalty: 3282.966797
	Iteration 31Q: 3 clusters Score -2108400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2108401.000000 Penalty: 3282.966797
	Iteration 32Q: 3 clusters Score -2108401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2108400.750000 Penalty: 3282.966797
	Iteration 33Q: 3 clusters Score -2108401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2108401.000000 Penalty: 3282.966797
	Iteration 34Q: 3 clusters Score -2108401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2108401.750000 Penalty: 3282.966797
	Iteration 35Q: 3 clusters Score -2108402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2108399.250000 Penalty: 3282.966797
	Iteration 36Q: 3 clusters Score -2108399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2108398.250000 Penalty: 3282.966797
	Iteration 37Q: 3 clusters Score -2108398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2108397.250000 Penalty: 3282.966797
	Iteration 38Q: 3 clusters Score -2108397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2108402.250000 Penalty: 3282.966797
	Iteration 39Q: 3 clusters Score -2108402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2108402.250000 Penalty: 3282.966797
	Iteration 40F: 3 clusters Score -2108402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2108401.250000 Penalty: 3282.966797
	Iteration 41Q: 3 clusters Score -2108401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2108401.250000 Penalty: 3282.966797
	Iteration 42F: 3 clusters Score -2108401 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 7647 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Entering Unmasked Estep 
Score: -40829824.000000 Penalty: 65959.046875
Splitting cluster 15 changes total score from -40814084.000000 to -40829824.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 16 (7647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Entering Unmasked Estep 
Score: -591725.500000 Penalty: 1453.086182
	Iteration 0F: 2 clusters Score -591725.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -586388.000000 Penalty: 2906.172363
	Iteration 0F: 3 clusters Score -586388 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -590305.000000 Penalty: 2906.172363
	Iteration 1F: 3 clusters Score -590305 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -591837.562500 Penalty: 2906.172363
	Iteration 2F: 3 clusters Score -591837.6 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -592556.125000 Penalty: 2906.172363
	Iteration 3F: 3 clusters Score -592556.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -592887.625000 Penalty: 2906.172363
	Iteration 4F: 3 clusters Score -592887.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -593091.312500 Penalty: 2906.172363
	Iteration 5Q: 3 clusters Score -593091.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -593227.750000 Penalty: 2906.172363
	Iteration 6Q: 3 clusters Score -593227.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -593341.062500 Penalty: 2906.172363
	Iteration 7Q: 3 clusters Score -593341.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -593436.812500 Penalty: 2906.172363
	Iteration 8Q: 3 clusters Score -593436.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -593570.187500 Penalty: 2906.172363
	Iteration 9Q: 3 clusters Score -593570.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -593809.812500 Penalty: 2906.172363
	Iteration 10Q: 3 clusters Score -593809.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -594287.437500 Penalty: 2906.172363
	Iteration 11Q: 3 clusters Score -594287.4 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -594856.500000 Penalty: 2906.172363
	Iteration 12Q: 3 clusters Score -594856.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -595321.375000 Penalty: 2906.172363
	Iteration 13Q: 3 clusters Score -595321.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -595566.312500 Penalty: 2906.172363
	Iteration 14Q: 3 clusters Score -595566.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -595662.687500 Penalty: 2906.172363
	Iteration 15Q: 3 clusters Score -595662.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -595737.437500 Penalty: 2906.172363
	Iteration 16Q: 3 clusters Score -595737.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -595787.000000 Penalty: 2906.172363
	Iteration 17Q: 3 clusters Score -595787 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -595821.000000 Penalty: 2906.172363
	Iteration 18Q: 3 clusters Score -595821 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -595834.812500 Penalty: 2906.172363
	Iteration 19Q: 3 clusters Score -595834.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -595871.187500 Penalty: 2906.172363
	Iteration 20F: 3 clusters Score -595871.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -595897.375000 Penalty: 2906.172363
	Iteration 21Q: 3 clusters Score -595897.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -595908.062500 Penalty: 2906.172363
	Iteration 22Q: 3 clusters Score -595908.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -595915.125000 Penalty: 2906.172363
	Iteration 23Q: 3 clusters Score -595915.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -595921.437500 Penalty: 2906.172363
	Iteration 24Q: 3 clusters Score -595921.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -595930.812500 Penalty: 2906.172363
	Iteration 25Q: 3 clusters Score -595930.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -595934.500000 Penalty: 2906.172363
	Iteration 26Q: 3 clusters Score -595934.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -595937.937500 Penalty: 2906.172363
	Iteration 27Q: 3 clusters Score -595937.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -595938.625000 Penalty: 2906.172363
	Iteration 28Q: 3 clusters Score -595938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -595938.625000 Penalty: 2906.172363
	Iteration 29Q: 3 clusters Score -595938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -595938.000000 Penalty: 2906.172363
	Iteration 30Q: 3 clusters Score -595938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -595938.812500 Penalty: 2906.172363
	Iteration 31Q: 3 clusters Score -595938.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -595939.000000 Penalty: 2906.172363
	Iteration 32Q: 3 clusters Score -595939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -595939.187500 Penalty: 2906.172363
	Iteration 33Q: 3 clusters Score -595939.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -595940.062500 Penalty: 2906.172363
	Iteration 34Q: 3 clusters Score -595940.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -595941.062500 Penalty: 2906.172363
	Iteration 35Q: 3 clusters Score -595941.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -595941.062500 Penalty: 2906.172363
	Iteration 36Q: 3 clusters Score -595941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -595941.062500 Penalty: 2906.172363
	Iteration 37F: 3 clusters Score -595941.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 4641 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Entering Unmasked Estep 
Score: -40833408.000000 Penalty: 68086.757812
Splitting cluster 16 changes total score from -40814084.000000 to -40833408.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 17 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -354578.750000 Penalty: 1371.936279
	Iteration 0F: 2 clusters Score -354578.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -350914.343750 Penalty: 2743.872559
	Iteration 0F: 3 clusters Score -350914.3 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -352458.000000 Penalty: 2743.872559
	Iteration 1F: 3 clusters Score -352458 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -352932.812500 Penalty: 2743.872559
	Iteration 2F: 3 clusters Score -352932.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -353304.437500 Penalty: 2743.872559
	Iteration 3F: 3 clusters Score -353304.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -353675.968750 Penalty: 2743.872559
	Iteration 4F: 3 clusters Score -353676 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -354008.406250 Penalty: 2743.872559
	Iteration 5F: 3 clusters Score -354008.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -354266.187500 Penalty: 2743.872559
	Iteration 6Q: 3 clusters Score -354266.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -354551.156250 Penalty: 2743.872559
	Iteration 7Q: 3 clusters Score -354551.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -354851.593750 Penalty: 2743.872559
	Iteration 8Q: 3 clusters Score -354851.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -355136.125000 Penalty: 2743.872559
	Iteration 9Q: 3 clusters Score -355136.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -355559.093750 Penalty: 2743.872559
	Iteration 10Q: 3 clusters Score -355559.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -356100.187500 Penalty: 2743.872559
	Iteration 11Q: 3 clusters Score -356100.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -356450.125000 Penalty: 2743.872559
	Iteration 12Q: 3 clusters Score -356450.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -356582.656250 Penalty: 2743.872559
	Iteration 13Q: 3 clusters Score -356582.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -356644.625000 Penalty: 2743.872559
	Iteration 14Q: 3 clusters Score -356644.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -356668.843750 Penalty: 2743.872559
	Iteration 15Q: 3 clusters Score -356668.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -356697.812500 Penalty: 2743.872559
	Iteration 16Q: 3 clusters Score -356697.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -356712.750000 Penalty: 2743.872559
	Iteration 17Q: 3 clusters Score -356712.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -356733.218750 Penalty: 2743.872559
	Iteration 18Q: 3 clusters Score -356733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -356749.843750 Penalty: 2743.872559
	Iteration 19Q: 3 clusters Score -356749.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -356769.250000 Penalty: 2743.872559
	Iteration 20F: 3 clusters Score -356769.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -356795.031250 Penalty: 2743.872559
	Iteration 21Q: 3 clusters Score -356795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -356817.125000 Penalty: 2743.872559
	Iteration 22Q: 3 clusters Score -356817.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -356832.281250 Penalty: 2743.872559
	Iteration 23Q: 3 clusters Score -356832.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -356843.093750 Penalty: 2743.872559
	Iteration 24Q: 3 clusters Score -356843.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -356856.875000 Penalty: 2743.872559
	Iteration 25Q: 3 clusters Score -356856.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -356876.937500 Penalty: 2743.872559
	Iteration 26Q: 3 clusters Score -356876.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -356898.406250 Penalty: 2743.872559
	Iteration 27Q: 3 clusters Score -356898.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -356925.218750 Penalty: 2743.872559
	Iteration 28Q: 3 clusters Score -356925.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -356950.687500 Penalty: 2743.872559
	Iteration 29Q: 3 clusters Score -356950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -356969.031250 Penalty: 2743.872559
	Iteration 30Q: 3 clusters Score -356969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -356985.093750 Penalty: 2743.872559
	Iteration 31Q: 3 clusters Score -356985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -357000.437500 Penalty: 2743.872559
	Iteration 32Q: 3 clusters Score -357000.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -357009.281250 Penalty: 2743.872559
	Iteration 33Q: 3 clusters Score -357009.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -357015.625000 Penalty: 2743.872559
	Iteration 34Q: 3 clusters Score -357015.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -357017.625000 Penalty: 2743.872559
	Iteration 35Q: 3 clusters Score -357017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -357017.625000 Penalty: 2743.872559
	Iteration 36F: 3 clusters Score -357017.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 93917 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 3495 members 
Entering Unmasked Estep 
Score: -40835256.000000 Penalty: 70214.468750
Splitting cluster 17 changes total score from -40814084.000000 to -40835256.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 18 (93917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93917 members 
Entering Unmasked Estep 
Score: -8211617.500000 Penalty: 1860.652100
	Iteration 0F: 2 clusters Score -8211618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46810 members 
Mstep: Class 2 contains 47107 members 
Entering Unmasked Estep 
Score: -8148670.000000 Penalty: 3721.304199
	Iteration 0F: 3 clusters Score -8148670 nChanged 45130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -8174445.500000 Penalty: 3721.304199
	Iteration 1F: 3 clusters Score -8174446 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 50754 members 
Entering Unmasked Estep 
Score: -8175593.000000 Penalty: 3721.304199
	Iteration 2Q: 3 clusters Score -8175593 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40762 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -8177212.000000 Penalty: 3721.304199
	Iteration 3Q: 3 clusters Score -8177212 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37230 members 
Mstep: Class 2 contains 56687 members 
Entering Unmasked Estep 
Score: -8179640.500000 Penalty: 3721.304199
	Iteration 4F: 3 clusters Score -8179640 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 61667 members 
Entering Unmasked Estep 
Score: -8183690.500000 Penalty: 3721.304199
	Iteration 5F: 3 clusters Score -8183690 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -8189498.500000 Penalty: 3721.304199
	Iteration 6F: 3 clusters Score -8189498 nChanged 7054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19445 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -8196233.000000 Penalty: 3721.304199
	Iteration 7F: 3 clusters Score -8196233 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 79406 members 
Entering Unmasked Estep 
Score: -8201792.000000 Penalty: 3721.304199
	Iteration 8F: 3 clusters Score -8201792 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 82379 members 
Entering Unmasked Estep 
Score: -8205148.000000 Penalty: 3721.304199
	Iteration 9Q: 3 clusters Score -8205148 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 84093 members 
Entering Unmasked Estep 
Score: -8207017.000000 Penalty: 3721.304199
	Iteration 10Q: 3 clusters Score -8207017 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 85191 members 
Entering Unmasked Estep 
Score: -8208053.500000 Penalty: 3721.304199
	Iteration 11Q: 3 clusters Score -8208054 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 86004 members 
Entering Unmasked Estep 
Score: -8208774.000000 Penalty: 3721.304199
	Iteration 12Q: 3 clusters Score -8208774 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 86604 members 
Entering Unmasked Estep 
Score: -8209233.500000 Penalty: 3721.304199
	Iteration 13Q: 3 clusters Score -8209234 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 87073 members 
Entering Unmasked Estep 
Score: -8209624.000000 Penalty: 3721.304199
	Iteration 14Q: 3 clusters Score -8209624 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 87380 members 
Entering Unmasked Estep 
Score: -8209903.000000 Penalty: 3721.304199
	Iteration 15Q: 3 clusters Score -8209903 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 87611 members 
Entering Unmasked Estep 
Score: -8210200.000000 Penalty: 3721.304199
	Iteration 16Q: 3 clusters Score -8210200 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -8210449.500000 Penalty: 3721.304199
	Iteration 17Q: 3 clusters Score -8210450 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 87841 members 
Entering Unmasked Estep 
Score: -8210740.000000 Penalty: 3721.304199
	Iteration 18Q: 3 clusters Score -8210740 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 87875 members 
Entering Unmasked Estep 
Score: -8211061.000000 Penalty: 3721.304199
	Iteration 19Q: 3 clusters Score -8211061 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 87787 members 
Entering Unmasked Estep 
Score: -8211402.000000 Penalty: 3721.304199
	Iteration 20F: 3 clusters Score -8211402 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -8211786.000000 Penalty: 3721.304199
	Iteration 21Q: 3 clusters Score -8211786 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 87440 members 
Entering Unmasked Estep 
Score: -8212164.000000 Penalty: 3721.304199
	Iteration 22Q: 3 clusters Score -8212164 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 87145 members 
Entering Unmasked Estep 
Score: -8212544.000000 Penalty: 3721.304199
	Iteration 23Q: 3 clusters Score -8212544 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -8212925.500000 Penalty: 3721.304199
	Iteration 24Q: 3 clusters Score -8212926 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 86358 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8213217 nChanged 659
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 85979 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8213430 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 85659 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8213552 nChanged 412
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Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8213626 nChanged 333
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 85172 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8213699 nChanged 265
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Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8213726 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 84856 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8213758 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 84733 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8213758 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 84646 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8213770 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 84571 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8213776 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -8213786.000000 Penalty: 3721.304199
	Iteration 35Q: 3 clusters Score -8213786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 84468 members 
Entering Unmasked Estep 
Score: -8213792.000000 Penalty: 3721.304199
	Iteration 36Q: 3 clusters Score -8213792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 84427 members 
Entering Unmasked Estep 
Score: -8213807.000000 Penalty: 3721.304199
	Iteration 37Q: 3 clusters Score -8213807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8213808 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 84369 members 
Entering Unmasked Estep 
Score: -8213806.000000 Penalty: 3721.304199
	Iteration 39Q: 3 clusters Score -8213806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 84341 members 
Entering Unmasked Estep 
Score: -8213823.500000 Penalty: 3721.304199
	Iteration 40F: 3 clusters Score -8213824 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 84249 members 
Entering Unmasked Estep 
Score: -8213834.000000 Penalty: 3721.304199
	Iteration 41Q: 3 clusters Score -8213834 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 84170 members 
Entering Unmasked Estep 
Score: -8213851.000000 Penalty: 3721.304199
	Iteration 42Q: 3 clusters Score -8213851 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 84099 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8213854 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 84018 members 
Entering Unmasked Estep 
Score: -8213865.500000 Penalty: 3721.304199
	Iteration 44Q: 3 clusters Score -8213866 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8213878 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 83862 members 
Entering Unmasked Estep 
Score: -8213889.000000 Penalty: 3721.304199
	Iteration 46Q: 3 clusters Score -8213889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 83792 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8213878 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 83733 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8213878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 83683 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8213886 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 83641 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8213886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8213878 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 83577 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8213878 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 83548 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8213880 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 83518 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8213886 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8213880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 83461 members 
Entering Unmasked Estep 
Score: -8213891.000000 Penalty: 3721.304199
	Iteration 56Q: 3 clusters Score -8213891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -8213883.000000 Penalty: 3721.304199
	Iteration 57Q: 3 clusters Score -8213883 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 83401 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8213890 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 83377 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8213890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -8213888.000000 Penalty: 3721.304199
	Iteration 60F: 3 clusters Score -8213888 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 83318 members 
Entering Unmasked Estep 
Score: -8213895.000000 Penalty: 3721.304199
	Iteration 61Q: 3 clusters Score -8213895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -8213899.500000 Penalty: 3721.304199
	Iteration 62Q: 3 clusters Score -8213900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 83271 members 
Entering Unmasked Estep 
Score: -8213897.500000 Penalty: 3721.304199
	Iteration 63Q: 3 clusters Score -8213898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 83248 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8213895 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 83226 members 
Entering Unmasked Estep 
Score: -8213908.000000 Penalty: 3721.304199
	Iteration 65Q: 3 clusters Score -8213908 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 83204 members 
Entering Unmasked Estep 
Score: -8213906.500000 Penalty: 3721.304199
	Iteration 66Q: 3 clusters Score -8213906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 83181 members 
Entering Unmasked Estep 
Score: -8213903.500000 Penalty: 3721.304199
	Iteration 67Q: 3 clusters Score -8213904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8213898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 83139 members 
Entering Unmasked Estep 
Score: -8213896.000000 Penalty: 3721.304199
	Iteration 69Q: 3 clusters Score -8213896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8213899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 83102 members 
Entering Unmasked Estep 
Score: -8213896.500000 Penalty: 3721.304199
	Iteration 71Q: 3 clusters Score -8213896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 83082 members 
Entering Unmasked Estep 
Score: -8213901.000000 Penalty: 3721.304199
	Iteration 72Q: 3 clusters Score -8213901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 83071 members 
Entering Unmasked Estep 
Score: -8213911.500000 Penalty: 3721.304199
	Iteration 73Q: 3 clusters Score -8213912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 83065 members 
Entering Unmasked Estep 
Score: -8213909.000000 Penalty: 3721.304199
	Iteration 74Q: 3 clusters Score -8213909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 83059 members 
Entering Unmasked Estep 
Score: -8213910.000000 Penalty: 3721.304199
	Iteration 75Q: 3 clusters Score -8213910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -8213905.000000 Penalty: 3721.304199
	Iteration 76Q: 3 clusters Score -8213905 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -8213911.500000 Penalty: 3721.304199
	Iteration 77Q: 3 clusters Score -8213912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 83031 members 
Entering Unmasked Estep 
Score: -8213913.500000 Penalty: 3721.304199
	Iteration 78Q: 3 clusters Score -8213914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -8213917.000000 Penalty: 3721.304199
	Iteration 79Q: 3 clusters Score -8213917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 83012 members 
Entering Unmasked Estep 
Score: -8213908.000000 Penalty: 3721.304199
	Iteration 80F: 3 clusters Score -8213908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 83001 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8213910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 82993 members 
Entering Unmasked Estep 
Score: -8213906.000000 Penalty: 3721.304199
	Iteration 82Q: 3 clusters Score -8213906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 82984 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8213908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 82973 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8213917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 82966 members 
Entering Unmasked Estep 
Score: -8213912.000000 Penalty: 3721.304199
	Iteration 85Q: 3 clusters Score -8213912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 82956 members 
Entering Unmasked Estep 
Score: -8213919.500000 Penalty: 3721.304199
	Iteration 86Q: 3 clusters Score -8213920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -8213910.000000 Penalty: 3721.304199
	Iteration 87Q: 3 clusters Score -8213910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -8213902.000000 Penalty: 3721.304199
	Iteration 88Q: 3 clusters Score -8213902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -8213904.000000 Penalty: 3721.304199
	Iteration 89Q: 3 clusters Score -8213904 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 82904 members 
Entering Unmasked Estep 
Score: -8213908.000000 Penalty: 3721.304199
	Iteration 90Q: 3 clusters Score -8213908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 82893 members 
Entering Unmasked Estep 
Score: -8213908.500000 Penalty: 3721.304199
	Iteration 91Q: 3 clusters Score -8213908 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 82882 members 
Entering Unmasked Estep 
Score: -8213910.500000 Penalty: 3721.304199
	Iteration 92Q: 3 clusters Score -8213910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -8213917.500000 Penalty: 3721.304199
	Iteration 93Q: 3 clusters Score -8213918 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 82859 members 
Entering Unmasked Estep 
Score: -8213915.000000 Penalty: 3721.304199
	Iteration 94Q: 3 clusters Score -8213915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 82853 members 
Entering Unmasked Estep 
Score: -8213911.500000 Penalty: 3721.304199
	Iteration 95Q: 3 clusters Score -8213912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -8213913.000000 Penalty: 3721.304199
	Iteration 96Q: 3 clusters Score -8213913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -8213916.000000 Penalty: 3721.304199
	Iteration 97Q: 3 clusters Score -8213916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -8213915.500000 Penalty: 3721.304199
	Iteration 98Q: 3 clusters Score -8213916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 82836 members 
Entering Unmasked Estep 
Score: -8213914.000000 Penalty: 3721.304199
	Iteration 99Q: 3 clusters Score -8213914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 82833 members 
Entering Unmasked Estep 
Score: -8213907.000000 Penalty: 3721.304199
	Iteration 100F: 3 clusters Score -8213907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8213906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8213906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
Score: -8213905.500000 Penalty: 3721.304199
	Iteration 103Q: 3 clusters Score -8213906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 82829 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -8213906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 82829 members 
Entering Unmasked Estep 
Score: -40837228.000000 Penalty: 72342.187500
Splitting cluster 18 changes total score from -40814084.000000 to -40837228.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 20 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -268799.875000 Penalty: 1305.627441
	Iteration 0F: 2 clusters Score -268799.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -265991.562500 Penalty: 2611.254883
	Iteration 0F: 3 clusters Score -265991.6 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266747.968750 Penalty: 2611.254883
	Iteration 1F: 3 clusters Score -266748 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -266960.500000 Penalty: 2611.254883
	Iteration 2F: 3 clusters Score -266960.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -267144.187500 Penalty: 2611.254883
	Iteration 3F: 3 clusters Score -267144.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267334.812500 Penalty: 2611.254883
	Iteration 4F: 3 clusters Score -267334.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -267480.500000 Penalty: 2611.254883
	Iteration 5F: 3 clusters Score -267480.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267593.906250 Penalty: 2611.254883
	Iteration 6Q: 3 clusters Score -267593.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -267681.312500 Penalty: 2611.254883
	Iteration 7Q: 3 clusters Score -267681.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -267770.031250 Penalty: 2611.254883
	Iteration 8Q: 3 clusters Score -267770 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -267843.406250 Penalty: 2611.254883
	Iteration 9Q: 3 clusters Score -267843.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -267892.531250 Penalty: 2611.254883
	Iteration 10Q: 3 clusters Score -267892.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -267923.562500 Penalty: 2611.254883
	Iteration 11Q: 3 clusters Score -267923.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267941.093750 Penalty: 2611.254883
	Iteration 12Q: 3 clusters Score -267941.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -267952.937500 Penalty: 2611.254883
	Iteration 13Q: 3 clusters Score -267952.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -267961.218750 Penalty: 2611.254883
	Iteration 14Q: 3 clusters Score -267961.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -267966.906250 Penalty: 2611.254883
	Iteration 15Q: 3 clusters Score -267966.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267969.750000 Penalty: 2611.254883
	Iteration 16Q: 3 clusters Score -267969.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -267972.968750 Penalty: 2611.254883
	Iteration 17Q: 3 clusters Score -267973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267976.156250 Penalty: 2611.254883
	Iteration 18Q: 3 clusters Score -267976.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267980.250000 Penalty: 2611.254883
	Iteration 19Q: 3 clusters Score -267980.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -267985.125000 Penalty: 2611.254883
	Iteration 20F: 3 clusters Score -267985.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -267990.625000 Penalty: 2611.254883
	Iteration 21Q: 3 clusters Score -267990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -267992.937500 Penalty: 2611.254883
	Iteration 22Q: 3 clusters Score -267992.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -267997.750000 Penalty: 2611.254883
	Iteration 23Q: 3 clusters Score -267997.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -268001.843750 Penalty: 2611.254883
	Iteration 24Q: 3 clusters Score -268001.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -268003.937500 Penalty: 2611.254883
	Iteration 25Q: 3 clusters Score -268003.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268006.218750 Penalty: 2611.254883
	Iteration 26Q: 3 clusters Score -268006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268007.656250 Penalty: 2611.254883
	Iteration 27Q: 3 clusters Score -268007.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -268008.031250 Penalty: 2611.254883
	Iteration 28Q: 3 clusters Score -268008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -268007.875000 Penalty: 2611.254883
	Iteration 29Q: 3 clusters Score -268007.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -268007.875000 Penalty: 2611.254883
	Iteration 30F: 3 clusters Score -268007.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Entering Unmasked Estep 
Score: -848115.562500 Penalty: 1493.032104
	Iteration 0F: 2 clusters Score -848115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -841163.500000 Penalty: 2986.064209
	Iteration 0F: 3 clusters Score -841163.5 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -843886.187500 Penalty: 2986.064209
	Iteration 1F: 3 clusters Score -843886.2 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -845074.625000 Penalty: 2986.064209
	Iteration 2F: 3 clusters Score -845074.6 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -846151.125000 Penalty: 2986.064209
	Iteration 3F: 3 clusters Score -846151.1 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -847137.062500 Penalty: 2986.064209
	Iteration 4F: 3 clusters Score -847137.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -847949.000000 Penalty: 2986.064209
	Iteration 5F: 3 clusters Score -847949 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -848550.250000 Penalty: 2986.064209
	Iteration 6F: 3 clusters Score -848550.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -849026.500000 Penalty: 2986.064209
	Iteration 7Q: 3 clusters Score -849026.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -849449.000000 Penalty: 2986.064209
	Iteration 8Q: 3 clusters Score -849449 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -849824.250000 Penalty: 2986.064209
	Iteration 9Q: 3 clusters Score -849824.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -850168.062500 Penalty: 2986.064209
	Iteration 10Q: 3 clusters Score -850168.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -850386.312500 Penalty: 2986.064209
	Iteration 11Q: 3 clusters Score -850386.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -850480.937500 Penalty: 2986.064209
	Iteration 12Q: 3 clusters Score -850480.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -850516.062500 Penalty: 2986.064209
	Iteration 13Q: 3 clusters Score -850516.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -850529.375000 Penalty: 2986.064209
	Iteration 14Q: 3 clusters Score -850529.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -850533.687500 Penalty: 2986.064209
	Iteration 15Q: 3 clusters Score -850533.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -850533.000000 Penalty: 2986.064209
	Iteration 16Q: 3 clusters Score -850533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -850534.312500 Penalty: 2986.064209
	Iteration 17Q: 3 clusters Score -850534.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -850535.812500 Penalty: 2986.064209
	Iteration 18Q: 3 clusters Score -850535.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -850537.000000 Penalty: 2986.064209
	Iteration 19Q: 3 clusters Score -850537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -850536.000000 Penalty: 2986.064209
	Iteration 20F: 3 clusters Score -850536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -850534.187500 Penalty: 2986.064209
	Iteration 21Q: 3 clusters Score -850534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -850534.187500 Penalty: 2986.064209
	Iteration 22F: 3 clusters Score -850534.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 82829 members 
Mstep: Class 35 contains 6414 members 
Entering Unmasked Estep 
Score: -40839120.000000 Penalty: 74469.898438
Splitting cluster 21 changes total score from -40814084.000000 to -40839120.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 23 (17605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Entering Unmasked Estep 
Score: -1495461.875000 Penalty: 1588.589966
	Iteration 0F: 2 clusters Score -1495462 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 8898 members 
Entering Unmasked Estep 
Score: -1483406.500000 Penalty: 3177.179932
	Iteration 0F: 3 clusters Score -1483406 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1488382.750000 Penalty: 3177.179932
	Iteration 1F: 3 clusters Score -1488383 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1489638.625000 Penalty: 3177.179932
	Iteration 2F: 3 clusters Score -1489639 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1491065.750000 Penalty: 3177.179932
	Iteration 3F: 3 clusters Score -1491066 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -1492261.625000 Penalty: 3177.179932
	Iteration 4F: 3 clusters Score -1492262 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1493024.375000 Penalty: 3177.179932
	Iteration 5F: 3 clusters Score -1493024 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1493446.875000 Penalty: 3177.179932
	Iteration 6Q: 3 clusters Score -1493447 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1493712.500000 Penalty: 3177.179932
	Iteration 7Q: 3 clusters Score -1493712 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1493926.250000 Penalty: 3177.179932
	Iteration 8Q: 3 clusters Score -1493926 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1494178.500000 Penalty: 3177.179932
	Iteration 9Q: 3 clusters Score -1494178 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1494489.750000 Penalty: 3177.179932
	Iteration 10Q: 3 clusters Score -1494490 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1495007.125000 Penalty: 3177.179932
	Iteration 11Q: 3 clusters Score -1495007 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1495917.750000 Penalty: 3177.179932
	Iteration 12Q: 3 clusters Score -1495918 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1496653.375000 Penalty: 3177.179932
	Iteration 13Q: 3 clusters Score -1496653 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1497043.625000 Penalty: 3177.179932
	Iteration 14Q: 3 clusters Score -1497044 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1497350.250000 Penalty: 3177.179932
	Iteration 15Q: 3 clusters Score -1497350 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1497578.125000 Penalty: 3177.179932
	Iteration 16Q: 3 clusters Score -1497578 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1497693.750000 Penalty: 3177.179932
	Iteration 17Q: 3 clusters Score -1497694 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1497798.125000 Penalty: 3177.179932
	Iteration 18Q: 3 clusters Score -1497798 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1497890.750000 Penalty: 3177.179932
	Iteration 19Q: 3 clusters Score -1497891 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1497985.875000 Penalty: 3177.179932
	Iteration 20F: 3 clusters Score -1497986 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1498093.250000 Penalty: 3177.179932
	Iteration 21Q: 3 clusters Score -1498093 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1498208.750000 Penalty: 3177.179932
	Iteration 22Q: 3 clusters Score -1498209 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1498338.125000 Penalty: 3177.179932
	Iteration 23Q: 3 clusters Score -1498338 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1498403.500000 Penalty: 3177.179932
	Iteration 24Q: 3 clusters Score -1498404 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1498454.625000 Penalty: 3177.179932
	Iteration 25Q: 3 clusters Score -1498455 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1498481.625000 Penalty: 3177.179932
	Iteration 26Q: 3 clusters Score -1498482 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1498511.500000 Penalty: 3177.179932
	Iteration 27Q: 3 clusters Score -1498512 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1498525.625000 Penalty: 3177.179932
	Iteration 28Q: 3 clusters Score -1498526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1498529.000000 Penalty: 3177.179932
	Iteration 29Q: 3 clusters Score -1498529 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1498539.750000 Penalty: 3177.179932
	Iteration 30Q: 3 clusters Score -1498540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1498541.750000 Penalty: 3177.179932
	Iteration 31Q: 3 clusters Score -1498542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1498545.500000 Penalty: 3177.179932
	Iteration 32Q: 3 clusters Score -1498546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1498549.000000 Penalty: 3177.179932
	Iteration 33Q: 3 clusters Score -1498549 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1498545.000000 Penalty: 3177.179932
	Iteration 34Q: 3 clusters Score -1498545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1498549.875000 Penalty: 3177.179932
	Iteration 35Q: 3 clusters Score -1498550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1498550.500000 Penalty: 3177.179932
	Iteration 36Q: 3 clusters Score -1498550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1498548.625000 Penalty: 3177.179932
	Iteration 37Q: 3 clusters Score -1498549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -1498549.000000 Penalty: 3177.179932
	Iteration 38Q: 3 clusters Score -1498549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1498550.000000 Penalty: 3177.179932
	Iteration 39Q: 3 clusters Score -1498550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1498550.250000 Penalty: 3177.179932
	Iteration 40F: 3 clusters Score -1498550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1498548.500000 Penalty: 3177.179932
	Iteration 41Q: 3 clusters Score -1498548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1498549.000000 Penalty: 3177.179932
	Iteration 42Q: 3 clusters Score -1498549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1498550.750000 Penalty: 3177.179932
	Iteration 43Q: 3 clusters Score -1498551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1498551.625000 Penalty: 3177.179932
	Iteration 44Q: 3 clusters Score -1498552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1498551.125000 Penalty: 3177.179932
	Iteration 45Q: 3 clusters Score -1498551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1498554.500000 Penalty: 3177.179932
	Iteration 46Q: 3 clusters Score -1498554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1498554.625000 Penalty: 3177.179932
	Iteration 47Q: 3 clusters Score -1498555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1498554.125000 Penalty: 3177.179932
	Iteration 48Q: 3 clusters Score -1498554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1498556.000000 Penalty: 3177.179932
	Iteration 49Q: 3 clusters Score -1498556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1498556.000000 Penalty: 3177.179932
	Iteration 50F: 3 clusters Score -1498556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 4828 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 82829 members 
Mstep: Class 35 contains 6414 members 
Mstep: Class 36 contains 4924 members 
Entering Unmasked Estep 
Score: -40841584.000000 Penalty: 76597.609375
Splitting cluster 23 changes total score from -40814084.000000 to -40841584.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 24 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -348913.156250 Penalty: 1378.355469
	Iteration 0F: 2 clusters Score -348913.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -345080.843750 Penalty: 2756.710938
	Iteration 0F: 3 clusters Score -345080.8 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -346527.531250 Penalty: 2756.710938
	Iteration 1F: 3 clusters Score -346527.5 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -347022.906250 Penalty: 2756.710938
	Iteration 2F: 3 clusters Score -347022.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -347425.218750 Penalty: 2756.710938
	Iteration 3F: 3 clusters Score -347425.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -347742.312500 Penalty: 2756.710938
	Iteration 4F: 3 clusters Score -347742.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -347994.718750 Penalty: 2756.710938
	Iteration 5F: 3 clusters Score -347994.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -348215.750000 Penalty: 2756.710938
	Iteration 6Q: 3 clusters Score -348215.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -348367.218750 Penalty: 2756.710938
	Iteration 7Q: 3 clusters Score -348367.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -348473.437500 Penalty: 2756.710938
	Iteration 8Q: 3 clusters Score -348473.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -348549.968750 Penalty: 2756.710938
	Iteration 9Q: 3 clusters Score -348550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -348623.593750 Penalty: 2756.710938
	Iteration 10Q: 3 clusters Score -348623.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -348707.125000 Penalty: 2756.710938
	Iteration 11Q: 3 clusters Score -348707.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -348780.343750 Penalty: 2756.710938
	Iteration 12Q: 3 clusters Score -348780.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -348842.968750 Penalty: 2756.710938
	Iteration 13Q: 3 clusters Score -348843 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -348891.531250 Penalty: 2756.710938
	Iteration 14Q: 3 clusters Score -348891.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -348925.687500 Penalty: 2756.710938
	Iteration 15Q: 3 clusters Score -348925.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -348949.250000 Penalty: 2756.710938
	Iteration 16Q: 3 clusters Score -348949.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -348966.750000 Penalty: 2756.710938
	Iteration 17Q: 3 clusters Score -348966.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -348980.656250 Penalty: 2756.710938
	Iteration 18Q: 3 clusters Score -348980.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -348996.062500 Penalty: 2756.710938
	Iteration 19Q: 3 clusters Score -348996.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -349050.718750 Penalty: 2756.710938
	Iteration 20F: 3 clusters Score -349050.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -349173.468750 Penalty: 2756.710938
	Iteration 21Q: 3 clusters Score -349173.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -349292.250000 Penalty: 2756.710938
	Iteration 22Q: 3 clusters Score -349292.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -349342.625000 Penalty: 2756.710938
	Iteration 23Q: 3 clusters Score -349342.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -349376.187500 Penalty: 2756.710938
	Iteration 24Q: 3 clusters Score -349376.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -349402.312500 Penalty: 2756.710938
	Iteration 25Q: 3 clusters Score -349402.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -349418.562500 Penalty: 2756.710938
	Iteration 26Q: 3 clusters Score -349418.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -349428.281250 Penalty: 2756.710938
	Iteration 27Q: 3 clusters Score -349428.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -349439.656250 Penalty: 2756.710938
	Iteration 28Q: 3 clusters Score -349439.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -349443.906250 Penalty: 2756.710938
	Iteration 29Q: 3 clusters Score -349443.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -349446.000000 Penalty: 2756.710938
	Iteration 30Q: 3 clusters Score -349446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -349447.812500 Penalty: 2756.710938
	Iteration 31Q: 3 clusters Score -349447.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -349448.875000 Penalty: 2756.710938
	Iteration 32Q: 3 clusters Score -349448.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -349450.531250 Penalty: 2756.710938
	Iteration 33Q: 3 clusters Score -349450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -349452.062500 Penalty: 2756.710938
	Iteration 34Q: 3 clusters Score -349452.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -349454.375000 Penalty: 2756.710938
	Iteration 35Q: 3 clusters Score -349454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -349459.031250 Penalty: 2756.710938
	Iteration 36Q: 3 clusters Score -349459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -349465.625000 Penalty: 2756.710938
	Iteration 37Q: 3 clusters Score -349465.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -349470.562500 Penalty: 2756.710938
	Iteration 38Q: 3 clusters Score -349470.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -349475.437500 Penalty: 2756.710938
	Iteration 39Q: 3 clusters Score -349475.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -349478.937500 Penalty: 2756.710938
	Iteration 40F: 3 clusters Score -349478.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349479.906250 Penalty: 2756.710938
	Iteration 41Q: 3 clusters Score -349479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349480.343750 Penalty: 2756.710938
	Iteration 42Q: 3 clusters Score -349480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -349480.343750 Penalty: 2756.710938
	Iteration 43F: 3 clusters Score -349480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 6279 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 22 contains 105403 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 3200 members 
Mstep: Class 25 contains 26026 members 
Mstep: Class 26 contains 2530 members 
Mstep: Class 27 contains 28183 members 
Mstep: Class 28 contains 10902 members 
Mstep: Class 29 contains 1471 members 
Mstep: Class 30 contains 3076 members 
Mstep: Class 31 contains 21252 members 
Mstep: Class 32 contains 4567 members 
Mstep: Class 33 contains 3495 members 
Mstep: Class 34 contains 82829 members 
Mstep: Class 35 contains 6414 members 
Mstep: Class 36 contains 4924 members 
Mstep: Class 37 contains 1628 members 
Entering Unmasked Estep 
Score: -40841396.000000 Penalty: 78725.320312
Splitting cluster 24 changes total score from -40814084.000000 to -40841396.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3319 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 2981 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 8598 members 
Mstep: Class 8 contains 9809 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 11 contains 13751 members 
Mstep: Class 12 contains 16556 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 19422 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 1146 members 
Mstep: Class 18 contains 11088 members 
Mstep: Class 20 contains 3086 members 
Mstep: Class 21 contains 3364 members 
Mstep: Class 23 contains 12681 members 
Mstep: Class 24 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40850276.000000 Penalty: 78725.320312
Iteration 39Q: 38 clusters Score -4.085028e+07 nChanged 12379
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 3686 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 35373 members 
Mstep: Class 5 contains 3118 members 
Mstep: Class 6 contains 6029 members 
Mstep: Class 7 contains 8716 members 
Mstep: Class 8 contains 9435 members 
Mstep: Class 9 contains 10820 members 
Mstep: Class 10 contains 6177 members 
Mstep: Class 11 contains 13885 members 
Mstep: Class 12 contains 16665 members 
Mstep: Class 13 contains 405 members 
Mstep: Class 14 contains 19320 members 
Mstep: Class 15 contains 3338 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 1298 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 20 contains 3185 members 
Mstep: Class 21 contains 3366 members 
Mstep: Class 22 contains 106122 members 
Mstep: Class 23 contains 13236 members 
Mstep: Class 24 contains 3562 members 
Mstep: Class 25 contains 26226 members 
Mstep: Class 26 contains 2498 members 
Mstep: Class 27 contains 27684 members 
Mstep: Class 28 contains 10826 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 2945 members 
Mstep: Class 31 contains 20772 members 
Mstep: Class 32 contains 4356 members 
Mstep: Class 33 contains 3330 members 
Mstep: Class 34 contains 82268 members 
Mstep: Class 35 contains 6480 members 
Mstep: Class 36 contains 4854 members 
Mstep: Class 37 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40858516.000000 Penalty: 78725.320312
Iteration 40F: 38 clusters Score -4.085852e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 3800 members 
Mstep: Class 3 contains 2337 members 
Mstep: Class 4 contains 35434 members 
Mstep: Class 5 contains 3194 members 
Mstep: Class 6 contains 5454 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 9371 members 
Mstep: Class 9 contains 10513 members 
Mstep: Class 10 contains 6354 members 
Mstep: Class 11 contains 13729 members 
Mstep: Class 12 contains 16739 members 
Mstep: Class 13 contains 345 members 
Mstep: Class 14 contains 18477 members 
Mstep: Class 15 contains 3379 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 17 contains 1343 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 2582 members 
Mstep: Class 20 contains 3347 members 
Mstep: Class 21 contains 3401 members 
Mstep: Class 22 contains 106804 members 
Mstep: Class 23 contains 13141 members 
Mstep: Class 24 contains 3335 members 
Mstep: Class 25 contains 26826 members 
Mstep: Class 26 contains 2513 members 
Mstep: Class 27 contains 27543 members 
Mstep: Class 28 contains 10916 members 
Mstep: Class 29 contains 1388 members 
Mstep: Class 30 contains 2929 members 
Mstep: Class 31 contains 20689 members 
Mstep: Class 32 contains 4281 members 
Mstep: Class 33 contains 3500 members 
Mstep: Class 34 contains 82374 members 
Mstep: Class 35 contains 6625 members 
Mstep: Class 36 contains 5004 members 
Mstep: Class 37 contains 1688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40862552.000000 Penalty: 78725.320312
Iteration 41Q: 38 clusters Score -4.086255e+07 nChanged 6082
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 3913 members 
Mstep: Class 3 contains 2338 members 
Mstep: Class 4 contains 35551 members 
Mstep: Class 5 contains 3262 members 
Mstep: Class 6 contains 4988 members 
Mstep: Class 7 contains 7785 members 
Mstep: Class 8 contains 9402 members 
Mstep: Class 9 contains 10350 members 
Mstep: Class 10 contains 6499 members 
Mstep: Class 11 contains 13623 members 
Mstep: Class 12 contains 16720 members 
Mstep: Class 13 contains 296 members 
Mstep: Class 14 contains 17885 members 
Mstep: Class 15 contains 3435 members 
Mstep: Class 16 contains 2915 members 
Mstep: Class 17 contains 1373 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 2932 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 3421 members 
Mstep: Class 22 contains 107313 members 
Mstep: Class 23 contains 13103 members 
Mstep: Class 24 contains 3243 members 
Mstep: Class 25 contains 27232 members 
Mstep: Class 26 contains 2519 members 
Mstep: Class 27 contains 27251 members 
Mstep: Class 28 contains 11017 members 
Mstep: Class 29 contains 1376 members 
Mstep: Class 30 contains 2899 members 
Mstep: Class 31 contains 20574 members 
Mstep: Class 32 contains 4198 members 
Mstep: Class 33 contains 3575 members 
Mstep: Class 34 contains 82402 members 
Mstep: Class 35 contains 6762 members 
Mstep: Class 36 contains 5027 members 
Mstep: Class 37 contains 1729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40864988.000000 Penalty: 78725.320312
Iteration 42Q: 38 clusters Score -4.086499e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4022 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 35689 members 
Mstep: Class 5 contains 3327 members 
Mstep: Class 6 contains 4580 members 
Mstep: Class 7 contains 7512 members 
Mstep: Class 8 contains 9415 members 
Mstep: Class 9 contains 10241 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 13527 members 
Mstep: Class 12 contains 16658 members 
Mstep: Class 13 contains 268 members 
Mstep: Class 14 contains 17486 members 
Mstep: Class 15 contains 3460 members 
Mstep: Class 16 contains 2879 members 
Mstep: Class 17 contains 1394 members 
Mstep: Class 18 contains 11256 members 
Mstep: Class 19 contains 3193 members 
Mstep: Class 20 contains 3715 members 
Mstep: Class 21 contains 3438 members 
Mstep: Class 22 contains 107737 members 
Mstep: Class 23 contains 13052 members 
Mstep: Class 24 contains 3224 members 
Mstep: Class 25 contains 27573 members 
Mstep: Class 26 contains 2536 members 
Mstep: Class 27 contains 26936 members 
Mstep: Class 28 contains 11102 members 
Mstep: Class 29 contains 1379 members 
Mstep: Class 30 contains 2851 members 
Mstep: Class 31 contains 20499 members 
Mstep: Class 32 contains 4134 members 
Mstep: Class 33 contains 3593 members 
Mstep: Class 34 contains 82333 members 
Mstep: Class 35 contains 6906 members 
Mstep: Class 36 contains 5028 members 
Mstep: Class 37 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40866444.000000 Penalty: 78725.320312
Iteration 43Q: 38 clusters Score -4.086644e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 4114 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 35835 members 
Mstep: Class 5 contains 3378 members 
Mstep: Class 6 contains 4239 members 
Mstep: Class 7 contains 7279 members 
Mstep: Class 8 contains 9463 members 
Mstep: Class 9 contains 10162 members 
Mstep: Class 10 contains 6696 members 
Mstep: Class 11 contains 13438 members 
Mstep: Class 12 contains 16594 members 
Mstep: Class 13 contains 259 members 
Mstep: Class 14 contains 17223 members 
Mstep: Class 15 contains 3457 members 
Mstep: Class 16 contains 2853 members 
Mstep: Class 17 contains 1406 members 
Mstep: Class 18 contains 11327 members 
Mstep: Class 19 contains 3344 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 3450 members 
Mstep: Class 22 contains 108027 members 
Mstep: Class 23 contains 13017 members 
Mstep: Class 24 contains 3222 members 
Mstep: Class 25 contains 27880 members 
Mstep: Class 26 contains 2547 members 
Mstep: Class 27 contains 26607 members 
Mstep: Class 28 contains 11172 members 
Mstep: Class 29 contains 1382 members 
Mstep: Class 30 contains 2838 members 
Mstep: Class 31 contains 20444 members 
Mstep: Class 32 contains 4076 members 
Mstep: Class 33 contains 3597 members 
Mstep: Class 34 contains 82244 members 
Mstep: Class 35 contains 7054 members 
Mstep: Class 36 contains 5034 members 
Mstep: Class 37 contains 1785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40867636.000000 Penalty: 78725.320312
Iteration 44Q: 38 clusters Score -4.086764e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4195 members 
Mstep: Class 3 contains 2344 members 
Mstep: Class 4 contains 35981 members 
Mstep: Class 5 contains 3426 members 
Mstep: Class 6 contains 3954 members 
Mstep: Class 7 contains 7071 members 
Mstep: Class 8 contains 9523 members 
Mstep: Class 9 contains 10118 members 
Mstep: Class 10 contains 6751 members 
Mstep: Class 11 contains 13369 members 
Mstep: Class 12 contains 16539 members 
Mstep: Class 13 contains 254 members 
Mstep: Class 14 contains 17049 members 
Mstep: Class 15 contains 3448 members 
Mstep: Class 16 contains 2829 members 
Mstep: Class 17 contains 1415 members 
Mstep: Class 18 contains 11389 members 
Mstep: Class 19 contains 3424 members 
Mstep: Class 20 contains 4068 members 
Mstep: Class 21 contains 3468 members 
Mstep: Class 22 contains 108261 members 
Mstep: Class 23 contains 12962 members 
Mstep: Class 24 contains 3252 members 
Mstep: Class 25 contains 28140 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 26306 members 
Mstep: Class 28 contains 11223 members 
Mstep: Class 29 contains 1384 members 
Mstep: Class 30 contains 2830 members 
Mstep: Class 31 contains 20404 members 
Mstep: Class 32 contains 4026 members 
Mstep: Class 33 contains 3575 members 
Mstep: Class 34 contains 82126 members 
Mstep: Class 35 contains 7191 members 
Mstep: Class 36 contains 5041 members 
Mstep: Class 37 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868280.000000 Penalty: 78725.320312
Iteration 45Q: 38 clusters Score -4.086828e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4256 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 36106 members 
Mstep: Class 5 contains 3464 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 6882 members 
Mstep: Class 8 contains 9573 members 
Mstep: Class 9 contains 10064 members 
Mstep: Class 10 contains 6786 members 
Mstep: Class 11 contains 13320 members 
Mstep: Class 12 contains 16493 members 
Mstep: Class 13 contains 251 members 
Mstep: Class 14 contains 16917 members 
Mstep: Class 15 contains 3450 members 
Mstep: Class 16 contains 2807 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 11457 members 
Mstep: Class 19 contains 3487 members 
Mstep: Class 20 contains 4211 members 
Mstep: Class 21 contains 3476 members 
Mstep: Class 22 contains 108421 members 
Mstep: Class 23 contains 12924 members 
Mstep: Class 24 contains 3284 members 
Mstep: Class 25 contains 28409 members 
Mstep: Class 26 contains 2556 members 
Mstep: Class 27 contains 26018 members 
Mstep: Class 28 contains 11277 members 
Mstep: Class 29 contains 1383 members 
Mstep: Class 30 contains 2820 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 3980 members 
Mstep: Class 33 contains 3563 members 
Mstep: Class 34 contains 82005 members 
Mstep: Class 35 contains 7309 members 
Mstep: Class 36 contains 5062 members 
Mstep: Class 37 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40868816.000000 Penalty: 78725.320312
Iteration 46Q: 38 clusters Score -4.086882e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 4312 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 36245 members 
Mstep: Class 5 contains 3508 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 6692 members 
Mstep: Class 8 contains 9633 members 
Mstep: Class 9 contains 10026 members 
Mstep: Class 10 contains 6820 members 
Mstep: Class 11 contains 13250 members 
Mstep: Class 12 contains 16437 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 14 contains 16804 members 
Mstep: Class 15 contains 3447 members 
Mstep: Class 16 contains 2794 members 
Mstep: Class 17 contains 1426 members 
Mstep: Class 18 contains 11524 members 
Mstep: Class 19 contains 3519 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 3485 members 
Mstep: Class 22 contains 108550 members 
Mstep: Class 23 contains 12900 members 
Mstep: Class 24 contains 3331 members 
Mstep: Class 25 contains 28641 members 
Mstep: Class 26 contains 2561 members 
Mstep: Class 27 contains 25771 members 
Mstep: Class 28 contains 11323 members 
Mstep: Class 29 contains 1385 members 
Mstep: Class 30 contains 2825 members 
Mstep: Class 31 contains 20360 members 
Mstep: Class 32 contains 3934 members 
Mstep: Class 33 contains 3503 members 
Mstep: Class 34 contains 81854 members 
Mstep: Class 35 contains 7426 members 
Mstep: Class 36 contains 5076 members 
Mstep: Class 37 contains 1821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869420.000000 Penalty: 78725.320312
Iteration 47Q: 38 clusters Score -4.086942e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4364 members 
Mstep: Class 3 contains 2350 members 
Mstep: Class 4 contains 36361 members 
Mstep: Class 5 contains 3547 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 6518 members 
Mstep: Class 8 contains 9666 members 
Mstep: Class 9 contains 9998 members 
Mstep: Class 10 contains 6843 members 
Mstep: Class 11 contains 13195 members 
Mstep: Class 12 contains 16385 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 14 contains 16726 members 
Mstep: Class 15 contains 3438 members 
Mstep: Class 16 contains 2783 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 11586 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 4502 members 
Mstep: Class 21 contains 3493 members 
Mstep: Class 22 contains 108663 members 
Mstep: Class 23 contains 12870 members 
Mstep: Class 24 contains 3395 members 
Mstep: Class 25 contains 28870 members 
Mstep: Class 26 contains 2563 members 
Mstep: Class 27 contains 25553 members 
Mstep: Class 28 contains 11356 members 
Mstep: Class 29 contains 1391 members 
Mstep: Class 30 contains 2816 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 3894 members 
Mstep: Class 33 contains 3454 members 
Mstep: Class 34 contains 81689 members 
Mstep: Class 35 contains 7537 members 
Mstep: Class 36 contains 5098 members 
Mstep: Class 37 contains 1817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40869848.000000 Penalty: 78725.320312
Iteration 48Q: 38 clusters Score -4.086985e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4415 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 36479 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 3302 members 
Mstep: Class 7 contains 6363 members 
Mstep: Class 8 contains 9717 members 
Mstep: Class 9 contains 9986 members 
Mstep: Class 10 contains 6868 members 
Mstep: Class 11 contains 13146 members 
Mstep: Class 12 contains 16336 members 
Mstep: Class 13 contains 250 members 
Mstep: Class 14 contains 16644 members 
Mstep: Class 15 contains 3418 members 
Mstep: Class 16 contains 2775 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 11648 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 4624 members 
Mstep: Class 21 contains 3503 members 
Mstep: Class 22 contains 108728 members 
Mstep: Class 23 contains 12848 members 
Mstep: Class 24 contains 3471 members 
Mstep: Class 25 contains 29101 members 
Mstep: Class 26 contains 2565 members 
Mstep: Class 27 contains 25381 members 
Mstep: Class 28 contains 11385 members 
Mstep: Class 29 contains 1400 members 
Mstep: Class 30 contains 2796 members 
Mstep: Class 31 contains 20338 members 
Mstep: Class 32 contains 3837 members 
Mstep: Class 33 contains 3403 members 
Mstep: Class 34 contains 81505 members 
Mstep: Class 35 contains 7630 members 
Mstep: Class 36 contains 5126 members 
Mstep: Class 37 contains 1822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870316.000000 Penalty: 78725.320312
Iteration 49Q: 38 clusters Score -4.087032e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 4469 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 36608 members 
Mstep: Class 5 contains 3625 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 6205 members 
Mstep: Class 8 contains 9753 members 
Mstep: Class 9 contains 9953 members 
Mstep: Class 10 contains 6889 members 
Mstep: Class 11 contains 13094 members 
Mstep: Class 12 contains 16302 members 
Mstep: Class 13 contains 249 members 
Mstep: Class 14 contains 16566 members 
Mstep: Class 15 contains 3396 members 
Mstep: Class 16 contains 2765 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 11709 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 3505 members 
Mstep: Class 22 contains 108771 members 
Mstep: Class 23 contains 12828 members 
Mstep: Class 24 contains 3555 members 
Mstep: Class 25 contains 29341 members 
Mstep: Class 26 contains 2569 members 
Mstep: Class 27 contains 25230 members 
Mstep: Class 28 contains 11398 members 
Mstep: Class 29 contains 1413 members 
Mstep: Class 30 contains 2775 members 
Mstep: Class 31 contains 20331 members 
Mstep: Class 32 contains 3770 members 
Mstep: Class 33 contains 3358 members 
Mstep: Class 34 contains 81324 members 
Mstep: Class 35 contains 7722 members 
Mstep: Class 36 contains 5173 members 
Mstep: Class 37 contains 1812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870640.000000 Penalty: 78725.320312
Iteration 50Q: 38 clusters Score -4.087064e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4534 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 36717 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 3097 members 
Mstep: Class 7 contains 6046 members 
Mstep: Class 8 contains 9781 members 
Mstep: Class 9 contains 9927 members 
Mstep: Class 10 contains 6891 members 
Mstep: Class 11 contains 13054 members 
Mstep: Class 12 contains 16233 members 
Mstep: Class 13 contains 248 members 
Mstep: Class 14 contains 16509 members 
Mstep: Class 15 contains 3386 members 
Mstep: Class 16 contains 2753 members 
Mstep: Class 17 contains 1436 members 
Mstep: Class 18 contains 11757 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 4841 members 
Mstep: Class 21 contains 3508 members 
Mstep: Class 22 contains 108813 members 
Mstep: Class 23 contains 12820 members 
Mstep: Class 24 contains 3623 members 
Mstep: Class 25 contains 29575 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 25094 members 
Mstep: Class 28 contains 11426 members 
Mstep: Class 29 contains 1424 members 
Mstep: Class 30 contains 2756 members 
Mstep: Class 31 contains 20333 members 
Mstep: Class 32 contains 3716 members 
Mstep: Class 33 contains 3327 members 
Mstep: Class 34 contains 81167 members 
Mstep: Class 35 contains 7783 members 
Mstep: Class 36 contains 5222 members 
Mstep: Class 37 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40870976.000000 Penalty: 78725.320312
Iteration 51Q: 38 clusters Score -4.087098e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4588 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 36801 members 
Mstep: Class 5 contains 3687 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 5876 members 
Mstep: Class 8 contains 9812 members 
Mstep: Class 9 contains 9910 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 13026 members 
Mstep: Class 12 contains 16168 members 
Mstep: Class 13 contains 247 members 
Mstep: Class 14 contains 16455 members 
Mstep: Class 15 contains 3363 members 
Mstep: Class 16 contains 2740 members 
Mstep: Class 17 contains 1438 members 
Mstep: Class 18 contains 11796 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 4939 members 
Mstep: Class 21 contains 3508 members 
Mstep: Class 22 contains 108848 members 
Mstep: Class 23 contains 12836 members 
Mstep: Class 24 contains 3681 members 
Mstep: Class 25 contains 29811 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 24963 members 
Mstep: Class 28 contains 11451 members 
Mstep: Class 29 contains 1432 members 
Mstep: Class 30 contains 2736 members 
Mstep: Class 31 contains 20346 members 
Mstep: Class 32 contains 3658 members 
Mstep: Class 33 contains 3279 members 
Mstep: Class 34 contains 81057 members 
Mstep: Class 35 contains 7852 members 
Mstep: Class 36 contains 5267 members 
Mstep: Class 37 contains 1801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871296.000000 Penalty: 78725.320312
Iteration 52Q: 38 clusters Score -4.08713e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4635 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 36906 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 5739 members 
Mstep: Class 8 contains 9853 members 
Mstep: Class 9 contains 9899 members 
Mstep: Class 10 contains 6897 members 
Mstep: Class 11 contains 13007 members 
Mstep: Class 12 contains 16111 members 
Mstep: Class 13 contains 245 members 
Mstep: Class 14 contains 16407 members 
Mstep: Class 15 contains 3343 members 
Mstep: Class 16 contains 2733 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 11829 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5031 members 
Mstep: Class 21 contains 3507 members 
Mstep: Class 22 contains 108828 members 
Mstep: Class 23 contains 12840 members 
Mstep: Class 24 contains 3733 members 
Mstep: Class 25 contains 30010 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24837 members 
Mstep: Class 28 contains 11471 members 
Mstep: Class 29 contains 1440 members 
Mstep: Class 30 contains 2710 members 
Mstep: Class 31 contains 20353 members 
Mstep: Class 32 contains 3595 members 
Mstep: Class 33 contains 3237 members 
Mstep: Class 34 contains 80970 members 
Mstep: Class 35 contains 7905 members 
Mstep: Class 36 contains 5316 members 
Mstep: Class 37 contains 1802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871628.000000 Penalty: 78725.320312
Iteration 53Q: 38 clusters Score -4.087163e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 2346 members 
Mstep: Class 4 contains 37003 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 5614 members 
Mstep: Class 8 contains 9903 members 
Mstep: Class 9 contains 9884 members 
Mstep: Class 10 contains 6893 members 
Mstep: Class 11 contains 12987 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 244 members 
Mstep: Class 14 contains 16359 members 
Mstep: Class 15 contains 3322 members 
Mstep: Class 16 contains 2728 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 11851 members 
Mstep: Class 19 contains 3535 members 
Mstep: Class 20 contains 5122 members 
Mstep: Class 21 contains 3509 members 
Mstep: Class 22 contains 108792 members 
Mstep: Class 23 contains 12852 members 
Mstep: Class 24 contains 3771 members 
Mstep: Class 25 contains 30189 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 24729 members 
Mstep: Class 28 contains 11487 members 
Mstep: Class 29 contains 1451 members 
Mstep: Class 30 contains 2691 members 
Mstep: Class 31 contains 20374 members 
Mstep: Class 32 contains 3542 members 
Mstep: Class 33 contains 3195 members 
Mstep: Class 34 contains 80896 members 
Mstep: Class 35 contains 7954 members 
Mstep: Class 36 contains 5344 members 
Mstep: Class 37 contains 1799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40871672.000000 Penalty: 78725.320312
Iteration 54Q: 38 clusters Score -4.087167e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 4704 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 37089 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 2846 members 
Mstep: Class 7 contains 5487 members 
Mstep: Class 8 contains 9963 members 
Mstep: Class 9 contains 9868 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 12987 members 
Mstep: Class 12 contains 16038 members 
Mstep: Class 13 contains 243 members 
Mstep: Class 14 contains 16309 members 
Mstep: Class 15 contains 3298 members 
Mstep: Class 16 contains 2726 members 
Mstep: Class 17 contains 1442 members 
Mstep: Class 18 contains 11869 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 5198 members 
Mstep: Class 21 contains 3514 members 
Mstep: Class 22 contains 108748 members 
Mstep: Class 23 contains 12861 members 
Mstep: Class 24 contains 3795 members 
Mstep: Class 25 contains 30365 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 24655 members 
Mstep: Class 28 contains 11505 members 
Mstep: Class 29 contains 1462 members 
Mstep: Class 30 contains 2663 members 
Mstep: Class 31 contains 20382 members 
Mstep: Class 32 contains 3500 members 
Mstep: Class 33 contains 3156 members 
Mstep: Class 34 contains 80820 members 
Mstep: Class 35 contains 7994 members 
Mstep: Class 36 contains 5359 members 
Mstep: Class 37 contains 1800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872112.000000 Penalty: 78725.320312
Iteration 55Q: 38 clusters Score -4.087211e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 4736 members 
Mstep: Class 3 contains 2345 members 
Mstep: Class 4 contains 37169 members 
Mstep: Class 5 contains 3784 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 5349 members 
Mstep: Class 8 contains 10014 members 
Mstep: Class 9 contains 9850 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 12994 members 
Mstep: Class 12 contains 16001 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16266 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 2723 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 11883 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 5261 members 
Mstep: Class 21 contains 3517 members 
Mstep: Class 22 contains 108718 members 
Mstep: Class 23 contains 12873 members 
Mstep: Class 24 contains 3814 members 
Mstep: Class 25 contains 30530 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 24610 members 
Mstep: Class 28 contains 11520 members 
Mstep: Class 29 contains 1479 members 
Mstep: Class 30 contains 2639 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 3466 members 
Mstep: Class 33 contains 3104 members 
Mstep: Class 34 contains 80753 members 
Mstep: Class 35 contains 8028 members 
Mstep: Class 36 contains 5365 members 
Mstep: Class 37 contains 1810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872396.000000 Penalty: 78725.320312
Iteration 56Q: 38 clusters Score -4.08724e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 4773 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 37238 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 5205 members 
Mstep: Class 8 contains 10065 members 
Mstep: Class 9 contains 9840 members 
Mstep: Class 10 contains 6899 members 
Mstep: Class 11 contains 12991 members 
Mstep: Class 12 contains 15965 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16221 members 
Mstep: Class 15 contains 3239 members 
Mstep: Class 16 contains 2714 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 11889 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 5324 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 108685 members 
Mstep: Class 23 contains 12891 members 
Mstep: Class 24 contains 3829 members 
Mstep: Class 25 contains 30686 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 24575 members 
Mstep: Class 28 contains 11539 members 
Mstep: Class 29 contains 1488 members 
Mstep: Class 30 contains 2615 members 
Mstep: Class 31 contains 20405 members 
Mstep: Class 32 contains 3448 members 
Mstep: Class 33 contains 3054 members 
Mstep: Class 34 contains 80707 members 
Mstep: Class 35 contains 8056 members 
Mstep: Class 36 contains 5355 members 
Mstep: Class 37 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872500.000000 Penalty: 78725.320312
Iteration 57Q: 38 clusters Score -4.08725e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4794 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 37305 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 5068 members 
Mstep: Class 8 contains 10110 members 
Mstep: Class 9 contains 9823 members 
Mstep: Class 10 contains 6906 members 
Mstep: Class 11 contains 12973 members 
Mstep: Class 12 contains 15943 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16187 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 2715 members 
Mstep: Class 17 contains 1450 members 
Mstep: Class 18 contains 11901 members 
Mstep: Class 19 contains 3527 members 
Mstep: Class 20 contains 5389 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 108656 members 
Mstep: Class 23 contains 12898 members 
Mstep: Class 24 contains 3852 members 
Mstep: Class 25 contains 30860 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 24528 members 
Mstep: Class 28 contains 11554 members 
Mstep: Class 29 contains 1495 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 20406 members 
Mstep: Class 32 contains 3440 members 
Mstep: Class 33 contains 3014 members 
Mstep: Class 34 contains 80651 members 
Mstep: Class 35 contains 8074 members 
Mstep: Class 36 contains 5341 members 
Mstep: Class 37 contains 1808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872444.000000 Penalty: 78725.320312
Iteration 58Q: 38 clusters Score -4.087244e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4805 members 
Mstep: Class 3 contains 2349 members 
Mstep: Class 4 contains 37379 members 
Mstep: Class 5 contains 3851 members 
Mstep: Class 6 contains 2712 members 
Mstep: Class 7 contains 4938 members 
Mstep: Class 8 contains 10147 members 
Mstep: Class 9 contains 9811 members 
Mstep: Class 10 contains 6919 members 
Mstep: Class 11 contains 12957 members 
Mstep: Class 12 contains 15928 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16155 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 2711 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 11913 members 
Mstep: Class 19 contains 3528 members 
Mstep: Class 20 contains 5442 members 
Mstep: Class 21 contains 3519 members 
Mstep: Class 22 contains 108622 members 
Mstep: Class 23 contains 12908 members 
Mstep: Class 24 contains 3863 members 
Mstep: Class 25 contains 31012 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 24479 members 
Mstep: Class 28 contains 11563 members 
Mstep: Class 29 contains 1500 members 
Mstep: Class 30 contains 2594 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 3436 members 
Mstep: Class 33 contains 2970 members 
Mstep: Class 34 contains 80610 members 
Mstep: Class 35 contains 8094 members 
Mstep: Class 36 contains 5328 members 
Mstep: Class 37 contains 1806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872600.000000 Penalty: 78725.320312
Iteration 59Q: 38 clusters Score -4.08726e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 4822 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 37445 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 4823 members 
Mstep: Class 8 contains 10192 members 
Mstep: Class 9 contains 9810 members 
Mstep: Class 10 contains 6920 members 
Mstep: Class 11 contains 12925 members 
Mstep: Class 12 contains 15904 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16134 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 2710 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 11924 members 
Mstep: Class 19 contains 3531 members 
Mstep: Class 20 contains 5499 members 
Mstep: Class 21 contains 3520 members 
Mstep: Class 22 contains 108581 members 
Mstep: Class 23 contains 12925 members 
Mstep: Class 24 contains 3868 members 
Mstep: Class 25 contains 31153 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24429 members 
Mstep: Class 28 contains 11573 members 
Mstep: Class 29 contains 1503 members 
Mstep: Class 30 contains 2592 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 3433 members 
Mstep: Class 33 contains 2935 members 
Mstep: Class 34 contains 80571 members 
Mstep: Class 35 contains 8110 members 
Mstep: Class 36 contains 5311 members 
Mstep: Class 37 contains 1805 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872696.000000 Penalty: 78725.320312
Iteration 60F: 38 clusters Score -4.08727e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 8 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 37514 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 2662 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 10251 members 
Mstep: Class 9 contains 9807 members 
Mstep: Class 10 contains 6929 members 
Mstep: Class 11 contains 12898 members 
Mstep: Class 12 contains 15870 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 16113 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 2683 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 11935 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 5543 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 108534 members 
Mstep: Class 23 contains 12949 members 
Mstep: Class 24 contains 3873 members 
Mstep: Class 25 contains 31297 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24393 members 
Mstep: Class 28 contains 11583 members 
Mstep: Class 29 contains 1509 members 
Mstep: Class 30 contains 2585 members 
Mstep: Class 31 contains 20409 members 
Mstep: Class 32 contains 3412 members 
Mstep: Class 33 contains 2886 members 
Mstep: Class 34 contains 80518 members 
Mstep: Class 35 contains 8133 members 
Mstep: Class 36 contains 5305 members 
Mstep: Class 37 contains 1837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40872884.000000 Penalty: 78725.320312
Iteration 61Q: 38 clusters Score -4.087288e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4867 members 
Mstep: Class 3 contains 2350 members 
Mstep: Class 4 contains 37577 members 
Mstep: Class 5 contains 3905 members 
Mstep: Class 6 contains 2643 members 
Mstep: Class 7 contains 4598 members 
Mstep: Class 8 contains 10306 members 
Mstep: Class 9 contains 9807 members 
Mstep: Class 10 contains 6939 members 
Mstep: Class 11 contains 12890 members 
Mstep: Class 12 contains 15840 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16096 members 
Mstep: Class 15 contains 3209 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 11942 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 5567 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 108494 members 
Mstep: Class 23 contains 12980 members 
Mstep: Class 24 contains 3887 members 
Mstep: Class 25 contains 31434 members 
Mstep: Class 26 contains 2573 members 
Mstep: Class 27 contains 24352 members 
Mstep: Class 28 contains 11597 members 
Mstep: Class 29 contains 1514 members 
Mstep: Class 30 contains 2578 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 3396 members 
Mstep: Class 33 contains 2843 members 
Mstep: Class 34 contains 80486 members 
Mstep: Class 35 contains 8154 members 
Mstep: Class 36 contains 5277 members 
Mstep: Class 37 contains 1845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873092.000000 Penalty: 78725.320312
Iteration 62Q: 38 clusters Score -4.087309e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4886 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 37627 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 4502 members 
Mstep: Class 8 contains 10363 members 
Mstep: Class 9 contains 9803 members 
Mstep: Class 10 contains 6943 members 
Mstep: Class 11 contains 12881 members 
Mstep: Class 12 contains 15817 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16079 members 
Mstep: Class 15 contains 3196 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 11952 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 5590 members 
Mstep: Class 21 contains 3521 members 
Mstep: Class 22 contains 108463 members 
Mstep: Class 23 contains 13013 members 
Mstep: Class 24 contains 3901 members 
Mstep: Class 25 contains 31557 members 
Mstep: Class 26 contains 2574 members 
Mstep: Class 27 contains 24311 members 
Mstep: Class 28 contains 11614 members 
Mstep: Class 29 contains 1520 members 
Mstep: Class 30 contains 2571 members 
Mstep: Class 31 contains 20419 members 
Mstep: Class 32 contains 3388 members 
Mstep: Class 33 contains 2799 members 
Mstep: Class 34 contains 80448 members 
Mstep: Class 35 contains 8178 members 
Mstep: Class 36 contains 5252 members 
Mstep: Class 37 contains 1854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873280.000000 Penalty: 78725.320312
Iteration 63Q: 38 clusters Score -4.087328e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 37683 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 4406 members 
Mstep: Class 8 contains 10413 members 
Mstep: Class 9 contains 9796 members 
Mstep: Class 10 contains 6951 members 
Mstep: Class 11 contains 12872 members 
Mstep: Class 12 contains 15792 members 
Mstep: Class 13 contains 240 members 
Mstep: Class 14 contains 16069 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 2576 members 
Mstep: Class 17 contains 1459 members 
Mstep: Class 18 contains 11958 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 3522 members 
Mstep: Class 22 contains 108424 members 
Mstep: Class 23 contains 13043 members 
Mstep: Class 24 contains 3914 members 
Mstep: Class 25 contains 31662 members 
Mstep: Class 26 contains 2572 members 
Mstep: Class 27 contains 24283 members 
Mstep: Class 28 contains 11629 members 
Mstep: Class 29 contains 1526 members 
Mstep: Class 30 contains 2560 members 
Mstep: Class 31 contains 20429 members 
Mstep: Class 32 contains 3378 members 
Mstep: Class 33 contains 2762 members 
Mstep: Class 34 contains 80429 members 
Mstep: Class 35 contains 8201 members 
Mstep: Class 36 contains 5230 members 
Mstep: Class 37 contains 1860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873436.000000 Penalty: 78725.320312
Iteration 64Q: 38 clusters Score -4.087344e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4918 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 37727 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 4309 members 
Mstep: Class 8 contains 10477 members 
Mstep: Class 9 contains 9794 members 
Mstep: Class 10 contains 6954 members 
Mstep: Class 11 contains 12867 members 
Mstep: Class 12 contains 15775 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 16050 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 2550 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 11967 members 
Mstep: Class 19 contains 3547 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 3523 members 
Mstep: Class 22 contains 108377 members 
Mstep: Class 23 contains 13071 members 
Mstep: Class 24 contains 3934 members 
Mstep: Class 25 contains 31777 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 24258 members 
Mstep: Class 28 contains 11645 members 
Mstep: Class 29 contains 1529 members 
Mstep: Class 30 contains 2551 members 
Mstep: Class 31 contains 20430 members 
Mstep: Class 32 contains 3381 members 
Mstep: Class 33 contains 2714 members 
Mstep: Class 34 contains 80396 members 
Mstep: Class 35 contains 8228 members 
Mstep: Class 36 contains 5196 members 
Mstep: Class 37 contains 1866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873596.000000 Penalty: 78725.320312
Iteration 65Q: 38 clusters Score -4.08736e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4922 members 
Mstep: Class 3 contains 2358 members 
Mstep: Class 4 contains 37765 members 
Mstep: Class 5 contains 3945 members 
Mstep: Class 6 contains 2601 members 
Mstep: Class 7 contains 4207 members 
Mstep: Class 8 contains 10557 members 
Mstep: Class 9 contains 9786 members 
Mstep: Class 10 contains 6956 members 
Mstep: Class 11 contains 12854 members 
Mstep: Class 12 contains 15761 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 16024 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 2536 members 
Mstep: Class 17 contains 1458 members 
Mstep: Class 18 contains 11974 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 5659 members 
Mstep: Class 21 contains 3524 members 
Mstep: Class 22 contains 108311 members 
Mstep: Class 23 contains 13113 members 
Mstep: Class 24 contains 3959 members 
Mstep: Class 25 contains 31910 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24247 members 
Mstep: Class 28 contains 11658 members 
Mstep: Class 29 contains 1532 members 
Mstep: Class 30 contains 2543 members 
Mstep: Class 31 contains 20424 members 
Mstep: Class 32 contains 3384 members 
Mstep: Class 33 contains 2674 members 
Mstep: Class 34 contains 80360 members 
Mstep: Class 35 contains 8247 members 
Mstep: Class 36 contains 5156 members 
Mstep: Class 37 contains 1856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873852.000000 Penalty: 78725.320312
Iteration 66Q: 38 clusters Score -4.087385e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4923 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 37800 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 4088 members 
Mstep: Class 8 contains 10620 members 
Mstep: Class 9 contains 9782 members 
Mstep: Class 10 contains 6949 members 
Mstep: Class 11 contains 12842 members 
Mstep: Class 12 contains 15754 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16010 members 
Mstep: Class 15 contains 3162 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 1460 members 
Mstep: Class 18 contains 11983 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 5682 members 
Mstep: Class 21 contains 3524 members 
Mstep: Class 22 contains 108257 members 
Mstep: Class 23 contains 13150 members 
Mstep: Class 24 contains 3976 members 
Mstep: Class 25 contains 32040 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24230 members 
Mstep: Class 28 contains 11669 members 
Mstep: Class 29 contains 1535 members 
Mstep: Class 30 contains 2537 members 
Mstep: Class 31 contains 20424 members 
Mstep: Class 32 contains 3384 members 
Mstep: Class 33 contains 2636 members 
Mstep: Class 34 contains 80345 members 
Mstep: Class 35 contains 8280 members 
Mstep: Class 36 contains 5104 members 
Mstep: Class 37 contains 1850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873896.000000 Penalty: 78725.320312
Iteration 67Q: 38 clusters Score -4.08739e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 37846 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 2598 members 
Mstep: Class 7 contains 3982 members 
Mstep: Class 8 contains 10664 members 
Mstep: Class 9 contains 9777 members 
Mstep: Class 10 contains 6950 members 
Mstep: Class 11 contains 12842 members 
Mstep: Class 12 contains 15741 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15987 members 
Mstep: Class 15 contains 3160 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 1460 members 
Mstep: Class 18 contains 11992 members 
Mstep: Class 19 contains 3542 members 
Mstep: Class 20 contains 5697 members 
Mstep: Class 21 contains 3526 members 
Mstep: Class 22 contains 108205 members 
Mstep: Class 23 contains 13197 members 
Mstep: Class 24 contains 3984 members 
Mstep: Class 25 contains 32177 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 24210 members 
Mstep: Class 28 contains 11680 members 
Mstep: Class 29 contains 1539 members 
Mstep: Class 30 contains 2530 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 3385 members 
Mstep: Class 33 contains 2600 members 
Mstep: Class 34 contains 80326 members 
Mstep: Class 35 contains 8303 members 
Mstep: Class 36 contains 5053 members 
Mstep: Class 37 contains 1842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873884.000000 Penalty: 78725.320312
Iteration 68Q: 38 clusters Score -4.087388e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 37885 members 
Mstep: Class 5 contains 3962 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 3884 members 
Mstep: Class 8 contains 10687 members 
Mstep: Class 9 contains 9770 members 
Mstep: Class 10 contains 6962 members 
Mstep: Class 11 contains 12841 members 
Mstep: Class 12 contains 15732 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15959 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 11998 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5721 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 108170 members 
Mstep: Class 23 contains 13239 members 
Mstep: Class 24 contains 3996 members 
Mstep: Class 25 contains 32299 members 
Mstep: Class 26 contains 2571 members 
Mstep: Class 27 contains 24193 members 
Mstep: Class 28 contains 11696 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2525 members 
Mstep: Class 31 contains 20407 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2575 members 
Mstep: Class 34 contains 80289 members 
Mstep: Class 35 contains 8323 members 
Mstep: Class 36 contains 5005 members 
Mstep: Class 37 contains 1831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40873916.000000 Penalty: 78725.320312
Iteration 69Q: 38 clusters Score -4.087392e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4936 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 37916 members 
Mstep: Class 5 contains 3971 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 10718 members 
Mstep: Class 9 contains 9766 members 
Mstep: Class 10 contains 6963 members 
Mstep: Class 11 contains 12835 members 
Mstep: Class 12 contains 15718 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15946 members 
Mstep: Class 15 contains 3165 members 
Mstep: Class 16 contains 2514 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 12006 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5747 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 108144 members 
Mstep: Class 23 contains 13273 members 
Mstep: Class 24 contains 4003 members 
Mstep: Class 25 contains 32419 members 
Mstep: Class 26 contains 2570 members 
Mstep: Class 27 contains 24173 members 
Mstep: Class 28 contains 11711 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2519 members 
Mstep: Class 31 contains 20404 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2548 members 
Mstep: Class 34 contains 80258 members 
Mstep: Class 35 contains 8355 members 
Mstep: Class 36 contains 4955 members 
Mstep: Class 37 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874028.000000 Penalty: 78725.320312
Iteration 70Q: 38 clusters Score -4.087403e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 37942 members 
Mstep: Class 5 contains 3979 members 
Mstep: Class 6 contains 2584 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 10759 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 6967 members 
Mstep: Class 11 contains 12826 members 
Mstep: Class 12 contains 15707 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15938 members 
Mstep: Class 15 contains 3170 members 
Mstep: Class 16 contains 2515 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 12011 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 5770 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 108097 members 
Mstep: Class 23 contains 13311 members 
Mstep: Class 24 contains 4009 members 
Mstep: Class 25 contains 32529 members 
Mstep: Class 26 contains 2569 members 
Mstep: Class 27 contains 24163 members 
Mstep: Class 28 contains 11721 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2518 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2531 members 
Mstep: Class 34 contains 80216 members 
Mstep: Class 35 contains 8381 members 
Mstep: Class 36 contains 4905 members 
Mstep: Class 37 contains 1813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874168.000000 Penalty: 78725.320312
Iteration 71Q: 38 clusters Score -4.087417e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 37973 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 2582 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 10790 members 
Mstep: Class 9 contains 9755 members 
Mstep: Class 10 contains 6968 members 
Mstep: Class 11 contains 12830 members 
Mstep: Class 12 contains 15687 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15923 members 
Mstep: Class 15 contains 3179 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 1466 members 
Mstep: Class 18 contains 12020 members 
Mstep: Class 19 contains 3538 members 
Mstep: Class 20 contains 5784 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 108043 members 
Mstep: Class 23 contains 13368 members 
Mstep: Class 24 contains 4023 members 
Mstep: Class 25 contains 32632 members 
Mstep: Class 26 contains 2569 members 
Mstep: Class 27 contains 24156 members 
Mstep: Class 28 contains 11736 members 
Mstep: Class 29 contains 1542 members 
Mstep: Class 30 contains 2523 members 
Mstep: Class 31 contains 20399 members 
Mstep: Class 32 contains 3382 members 
Mstep: Class 33 contains 2519 members 
Mstep: Class 34 contains 80176 members 
Mstep: Class 35 contains 8401 members 
Mstep: Class 36 contains 4841 members 
Mstep: Class 37 contains 1809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874192.000000 Penalty: 78725.320312
Iteration 72Q: 38 clusters Score -4.087419e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 38005 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 10834 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 6969 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 15660 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15907 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 12024 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 5795 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107991 members 
Mstep: Class 23 contains 13422 members 
Mstep: Class 24 contains 4030 members 
Mstep: Class 25 contains 32735 members 
Mstep: Class 26 contains 2569 members 
Mstep: Class 27 contains 24139 members 
Mstep: Class 28 contains 11751 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2527 members 
Mstep: Class 31 contains 20400 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 2499 members 
Mstep: Class 34 contains 80141 members 
Mstep: Class 35 contains 8417 members 
Mstep: Class 36 contains 4784 members 
Mstep: Class 37 contains 1804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874324.000000 Penalty: 78725.320312
Iteration 73Q: 38 clusters Score -4.087432e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 38025 members 
Mstep: Class 5 contains 3996 members 
Mstep: Class 6 contains 2580 members 
Mstep: Class 7 contains 3441 members 
Mstep: Class 8 contains 10870 members 
Mstep: Class 9 contains 9758 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 12834 members 
Mstep: Class 12 contains 15643 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15904 members 
Mstep: Class 15 contains 3207 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12030 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5807 members 
Mstep: Class 21 contains 3527 members 
Mstep: Class 22 contains 107953 members 
Mstep: Class 23 contains 13459 members 
Mstep: Class 24 contains 4035 members 
Mstep: Class 25 contains 32834 members 
Mstep: Class 26 contains 2568 members 
Mstep: Class 27 contains 24121 members 
Mstep: Class 28 contains 11764 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2526 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2477 members 
Mstep: Class 34 contains 80109 members 
Mstep: Class 35 contains 8430 members 
Mstep: Class 36 contains 4729 members 
Mstep: Class 37 contains 1795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874484.000000 Penalty: 78725.320312
Iteration 74Q: 38 clusters Score -4.087448e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 38051 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3362 members 
Mstep: Class 8 contains 10898 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 6972 members 
Mstep: Class 11 contains 12835 members 
Mstep: Class 12 contains 15626 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 2509 members 
Mstep: Class 17 contains 1471 members 
Mstep: Class 18 contains 12037 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5819 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 107911 members 
Mstep: Class 23 contains 13489 members 
Mstep: Class 24 contains 4046 members 
Mstep: Class 25 contains 32917 members 
Mstep: Class 26 contains 2567 members 
Mstep: Class 27 contains 24104 members 
Mstep: Class 28 contains 11776 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2524 members 
Mstep: Class 31 contains 20392 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 2463 members 
Mstep: Class 34 contains 80087 members 
Mstep: Class 35 contains 8444 members 
Mstep: Class 36 contains 4681 members 
Mstep: Class 37 contains 1792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874528.000000 Penalty: 78725.320312
Iteration 75Q: 38 clusters Score -4.087453e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 38090 members 
Mstep: Class 5 contains 4007 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 3298 members 
Mstep: Class 8 contains 10924 members 
Mstep: Class 9 contains 9762 members 
Mstep: Class 10 contains 6982 members 
Mstep: Class 11 contains 12839 members 
Mstep: Class 12 contains 15608 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15902 members 
Mstep: Class 15 contains 3233 members 
Mstep: Class 16 contains 2508 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12044 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 5832 members 
Mstep: Class 21 contains 3529 members 
Mstep: Class 22 contains 107861 members 
Mstep: Class 23 contains 13511 members 
Mstep: Class 24 contains 4048 members 
Mstep: Class 25 contains 32985 members 
Mstep: Class 26 contains 2565 members 
Mstep: Class 27 contains 24093 members 
Mstep: Class 28 contains 11785 members 
Mstep: Class 29 contains 1539 members 
Mstep: Class 30 contains 2521 members 
Mstep: Class 31 contains 20387 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2450 members 
Mstep: Class 34 contains 80074 members 
Mstep: Class 35 contains 8455 members 
Mstep: Class 36 contains 4632 members 
Mstep: Class 37 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874680.000000 Penalty: 78725.320312
Iteration 76Q: 38 clusters Score -4.087468e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 38127 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 3244 members 
Mstep: Class 8 contains 10951 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 6989 members 
Mstep: Class 11 contains 12846 members 
Mstep: Class 12 contains 15597 members 
Mstep: Class 13 contains 241 members 
Mstep: Class 14 contains 15891 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12048 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 5846 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107813 members 
Mstep: Class 23 contains 13552 members 
Mstep: Class 24 contains 4052 members 
Mstep: Class 25 contains 33050 members 
Mstep: Class 26 contains 2562 members 
Mstep: Class 27 contains 24075 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2525 members 
Mstep: Class 31 contains 20378 members 
Mstep: Class 32 contains 3380 members 
Mstep: Class 33 contains 2431 members 
Mstep: Class 34 contains 80062 members 
Mstep: Class 35 contains 8469 members 
Mstep: Class 36 contains 4568 members 
Mstep: Class 37 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874640.000000 Penalty: 78725.320312
Iteration 77Q: 38 clusters Score -4.087464e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 38142 members 
Mstep: Class 5 contains 4009 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3182 members 
Mstep: Class 8 contains 10978 members 
Mstep: Class 9 contains 9765 members 
Mstep: Class 10 contains 6999 members 
Mstep: Class 11 contains 12865 members 
Mstep: Class 12 contains 15591 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15884 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 2518 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12051 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 5857 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107789 members 
Mstep: Class 23 contains 13568 members 
Mstep: Class 24 contains 4052 members 
Mstep: Class 25 contains 33110 members 
Mstep: Class 26 contains 2560 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 1540 members 
Mstep: Class 30 contains 2526 members 
Mstep: Class 31 contains 20376 members 
Mstep: Class 32 contains 3379 members 
Mstep: Class 33 contains 2406 members 
Mstep: Class 34 contains 80070 members 
Mstep: Class 35 contains 8478 members 
Mstep: Class 36 contains 4511 members 
Mstep: Class 37 contains 1787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40874640.000000 Penalty: 78725.320312
Iteration 78Q: 38 clusters Score -4.087464e+07 nChanged 415
Entering ConstructFrom: 
Score: -40874640.000000 Penalty: 78725.320312
Entering ConstructFrom: 
Trying to split cluster 1 (4025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Entering Unmasked Estep 
Score: -351148.250000 Penalty: 1348.795532
	Iteration 0F: 2 clusters Score -351148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -347775.875000 Penalty: 2697.591064
	Iteration 0F: 3 clusters Score -347775.9 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -348630.250000 Penalty: 2697.591064
	Iteration 1F: 3 clusters Score -348630.2 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -348845.218750 Penalty: 2697.591064
	Iteration 2F: 3 clusters Score -348845.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -349045.156250 Penalty: 2697.591064
	Iteration 3F: 3 clusters Score -349045.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -349233.843750 Penalty: 2697.591064
	Iteration 4F: 3 clusters Score -349233.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -349426.031250 Penalty: 2697.591064
	Iteration 5F: 3 clusters Score -349426 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -349622.062500 Penalty: 2697.591064
	Iteration 6F: 3 clusters Score -349622.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -349796.687500 Penalty: 2697.591064
	Iteration 7F: 3 clusters Score -349796.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -349922.750000 Penalty: 2697.591064
	Iteration 8Q: 3 clusters Score -349922.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -350008.156250 Penalty: 2697.591064
	Iteration 9Q: 3 clusters Score -350008.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -350055.218750 Penalty: 2697.591064
	Iteration 10Q: 3 clusters Score -350055.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -350081.875000 Penalty: 2697.591064
	Iteration 11Q: 3 clusters Score -350081.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -350095.718750 Penalty: 2697.591064
	Iteration 12Q: 3 clusters Score -350095.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -350105.906250 Penalty: 2697.591064
	Iteration 13Q: 3 clusters Score -350105.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -350112.218750 Penalty: 2697.591064
	Iteration 14Q: 3 clusters Score -350112.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -350115.687500 Penalty: 2697.591064
	Iteration 15Q: 3 clusters Score -350115.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -350115.906250 Penalty: 2697.591064
	Iteration 16Q: 3 clusters Score -350115.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -350116.718750 Penalty: 2697.591064
	Iteration 17Q: 3 clusters Score -350116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -350117.062500 Penalty: 2697.591064
	Iteration 18Q: 3 clusters Score -350117.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -350118.750000 Penalty: 2697.591064
	Iteration 19Q: 3 clusters Score -350118.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -350119.593750 Penalty: 2697.591064
	Iteration 20F: 3 clusters Score -350119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -350122.000000 Penalty: 2697.591064
	Iteration 21Q: 3 clusters Score -350122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -350123.468750 Penalty: 2697.591064
	Iteration 22Q: 3 clusters Score -350123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -350124.656250 Penalty: 2697.591064
	Iteration 23Q: 3 clusters Score -350124.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -350124.437500 Penalty: 2697.591064
	Iteration 24Q: 3 clusters Score -350124.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -350125.781250 Penalty: 2697.591064
	Iteration 25Q: 3 clusters Score -350125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -350126.468750 Penalty: 2697.591064
	Iteration 26Q: 3 clusters Score -350126.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -350128.812500 Penalty: 2697.591064
	Iteration 27Q: 3 clusters Score -350128.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -350129.593750 Penalty: 2697.591064
	Iteration 28Q: 3 clusters Score -350129.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -350129.875000 Penalty: 2697.591064
	Iteration 29Q: 3 clusters Score -350129.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -350129.875000 Penalty: 2697.591064
	Iteration 30F: 3 clusters Score -350129.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -446378.843750 Penalty: 1383.425171
	Iteration 0F: 2 clusters Score -446378.8 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 2475 members 
Entering Unmasked Estep 
Score: -442388.375000 Penalty: 2766.850342
	Iteration 0F: 3 clusters Score -442388.4 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -443488.156250 Penalty: 2766.850342
	Iteration 1F: 3 clusters Score -443488.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -443677.531250 Penalty: 2766.850342
	Iteration 2F: 3 clusters Score -443677.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -443806.031250 Penalty: 2766.850342
	Iteration 3F: 3 clusters Score -443806 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -443900.531250 Penalty: 2766.850342
	Iteration 4Q: 3 clusters Score -443900.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -443968.125000 Penalty: 2766.850342
	Iteration 5Q: 3 clusters Score -443968.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -444029.093750 Penalty: 2766.850342
	Iteration 6Q: 3 clusters Score -444029.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -444083.843750 Penalty: 2766.850342
	Iteration 7Q: 3 clusters Score -444083.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -444144.625000 Penalty: 2766.850342
	Iteration 8Q: 3 clusters Score -444144.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -444206.500000 Penalty: 2766.850342
	Iteration 9Q: 3 clusters Score -444206.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -444266.156250 Penalty: 2766.850342
	Iteration 10Q: 3 clusters Score -444266.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -444323.125000 Penalty: 2766.850342
	Iteration 11Q: 3 clusters Score -444323.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -444403.250000 Penalty: 2766.850342
	Iteration 12Q: 3 clusters Score -444403.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -444496.250000 Penalty: 2766.850342
	Iteration 13Q: 3 clusters Score -444496.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -444593.187500 Penalty: 2766.850342
	Iteration 14Q: 3 clusters Score -444593.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -444688.187500 Penalty: 2766.850342
	Iteration 15Q: 3 clusters Score -444688.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -444793.718750 Penalty: 2766.850342
	Iteration 16Q: 3 clusters Score -444793.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -444904.468750 Penalty: 2766.850342
	Iteration 17Q: 3 clusters Score -444904.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -444993.437500 Penalty: 2766.850342
	Iteration 18Q: 3 clusters Score -444993.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -445080.812500 Penalty: 2766.850342
	Iteration 19Q: 3 clusters Score -445080.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -445149.593750 Penalty: 2766.850342
	Iteration 20F: 3 clusters Score -445149.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -445204.968750 Penalty: 2766.850342
	Iteration 21Q: 3 clusters Score -445205 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -445252.562500 Penalty: 2766.850342
	Iteration 22Q: 3 clusters Score -445252.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -445295.375000 Penalty: 2766.850342
	Iteration 23Q: 3 clusters Score -445295.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -445322.000000 Penalty: 2766.850342
	Iteration 24Q: 3 clusters Score -445322 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -445345.125000 Penalty: 2766.850342
	Iteration 25Q: 3 clusters Score -445345.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -445366.875000 Penalty: 2766.850342
	Iteration 26Q: 3 clusters Score -445366.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -445379.437500 Penalty: 2766.850342
	Iteration 27Q: 3 clusters Score -445379.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -445396.812500 Penalty: 2766.850342
	Iteration 28Q: 3 clusters Score -445396.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -445411.437500 Penalty: 2766.850342
	Iteration 29Q: 3 clusters Score -445411.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -445425.500000 Penalty: 2766.850342
	Iteration 30Q: 3 clusters Score -445425.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -445440.312500 Penalty: 2766.850342
	Iteration 31Q: 3 clusters Score -445440.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -445456.687500 Penalty: 2766.850342
	Iteration 32Q: 3 clusters Score -445456.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -445480.968750 Penalty: 2766.850342
	Iteration 33Q: 3 clusters Score -445481 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -445500.937500 Penalty: 2766.850342
	Iteration 34Q: 3 clusters Score -445500.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -445521.187500 Penalty: 2766.850342
	Iteration 35Q: 3 clusters Score -445521.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -445539.875000 Penalty: 2766.850342
	Iteration 36Q: 3 clusters Score -445539.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -445557.468750 Penalty: 2766.850342
	Iteration 37Q: 3 clusters Score -445557.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -445571.687500 Penalty: 2766.850342
	Iteration 38Q: 3 clusters Score -445571.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -445584.500000 Penalty: 2766.850342
	Iteration 39Q: 3 clusters Score -445584.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -445592.437500 Penalty: 2766.850342
	Iteration 40F: 3 clusters Score -445592.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -445600.937500 Penalty: 2766.850342
	Iteration 41Q: 3 clusters Score -445600.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -445605.500000 Penalty: 2766.850342
	Iteration 42Q: 3 clusters Score -445605.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -445614.031250 Penalty: 2766.850342
	Iteration 43Q: 3 clusters Score -445614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -445624.031250 Penalty: 2766.850342
	Iteration 44Q: 3 clusters Score -445624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -445629.781250 Penalty: 2766.850342
	Iteration 45Q: 3 clusters Score -445629.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -445632.812500 Penalty: 2766.850342
	Iteration 46Q: 3 clusters Score -445632.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -445634.000000 Penalty: 2766.850342
	Iteration 47Q: 3 clusters Score -445634 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -445637.468750 Penalty: 2766.850342
	Iteration 48Q: 3 clusters Score -445637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -445640.125000 Penalty: 2766.850342
	Iteration 49Q: 3 clusters Score -445640.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -445641.093750 Penalty: 2766.850342
	Iteration 50Q: 3 clusters Score -445641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -445641.625000 Penalty: 2766.850342
	Iteration 51Q: 3 clusters Score -445641.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -445643.093750 Penalty: 2766.850342
	Iteration 52Q: 3 clusters Score -445643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -445643.156250 Penalty: 2766.850342
	Iteration 53Q: 3 clusters Score -445643.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -445643.156250 Penalty: 2766.850342
	Iteration 54F: 3 clusters Score -445643.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -188321.312500 Penalty: 1262.661255
	Iteration 0F: 2 clusters Score -188321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -186006.062500 Penalty: 2525.322510
	Iteration 0F: 3 clusters Score -186006.1 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -186622.437500 Penalty: 2525.322510
	Iteration 1F: 3 clusters Score -186622.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -186852.875000 Penalty: 2525.322510
	Iteration 2F: 3 clusters Score -186852.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -187076.437500 Penalty: 2525.322510
	Iteration 3F: 3 clusters Score -187076.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -187295.968750 Penalty: 2525.322510
	Iteration 4F: 3 clusters Score -187296 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -187516.703125 Penalty: 2525.322510
	Iteration 5F: 3 clusters Score -187516.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -187679.718750 Penalty: 2525.322510
	Iteration 6F: 3 clusters Score -187679.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -187794.296875 Penalty: 2525.322510
	Iteration 7Q: 3 clusters Score -187794.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -187876.296875 Penalty: 2525.322510
	Iteration 8Q: 3 clusters Score -187876.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -187964.031250 Penalty: 2525.322510
	Iteration 9Q: 3 clusters Score -187964 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -188074.265625 Penalty: 2525.322510
	Iteration 10Q: 3 clusters Score -188074.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -188172.250000 Penalty: 2525.322510
	Iteration 11Q: 3 clusters Score -188172.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -188253.250000 Penalty: 2525.322510
	Iteration 12Q: 3 clusters Score -188253.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -188315.343750 Penalty: 2525.322510
	Iteration 13Q: 3 clusters Score -188315.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -188359.375000 Penalty: 2525.322510
	Iteration 14Q: 3 clusters Score -188359.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -188379.578125 Penalty: 2525.322510
	Iteration 15Q: 3 clusters Score -188379.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -188397.812500 Penalty: 2525.322510
	Iteration 16Q: 3 clusters Score -188397.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -188402.765625 Penalty: 2525.322510
	Iteration 17Q: 3 clusters Score -188402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -188406.953125 Penalty: 2525.322510
	Iteration 18Q: 3 clusters Score -188407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -188409.312500 Penalty: 2525.322510
	Iteration 19Q: 3 clusters Score -188409.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -188429.000000 Penalty: 2525.322510
	Iteration 20F: 3 clusters Score -188429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -188455.406250 Penalty: 2525.322510
	Iteration 21Q: 3 clusters Score -188455.4 nChanged 12
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: -188468.796875 Penalty: 2525.322510
	Iteration 22Q: 3 clusters Score -188468.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -188474.062500 Penalty: 2525.322510
	Iteration 23Q: 3 clusters Score -188474.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -188477.968750 Penalty: 2525.322510
	Iteration 24Q: 3 clusters Score -188478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -188481.578125 Penalty: 2525.322510
	Iteration 25Q: 3 clusters Score -188481.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -188487.125000 Penalty: 2525.322510
	Iteration 26Q: 3 clusters Score -188487.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -188489.093750 Penalty: 2525.322510
	Iteration 27Q: 3 clusters Score -188489.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -188491.500000 Penalty: 2525.322510
	Iteration 28Q: 3 clusters Score -188491.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -188492.484375 Penalty: 2525.322510
	Iteration 29Q: 3 clusters Score -188492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -188492.484375 Penalty: 2525.322510
	Iteration 30F: 3 clusters Score -188492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 1066 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 12874 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 1303 members 
Entering Unmasked Estep 
Score: -40874084.000000 Penalty: 80853.031250
Splitting cluster 3 changes total score from -40874640.000000 to -40874084.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (38160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Entering Unmasked Estep 
Score: -3357075.750000 Penalty: 1714.300781
	Iteration 0F: 2 clusters Score -3357076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -3331582.250000 Penalty: 3428.601562
	Iteration 0F: 3 clusters Score -3331582 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -3341207.750000 Penalty: 3428.601562
	Iteration 1F: 3 clusters Score -3341208 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -3341828.500000 Penalty: 3428.601562
	Iteration 2Q: 3 clusters Score -3341828 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -3342645.750000 Penalty: 3428.601562
	Iteration 3Q: 3 clusters Score -3342646 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3343884.000000 Penalty: 3428.601562
	Iteration 4F: 3 clusters Score -3343884 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -3345794.000000 Penalty: 3428.601562
	Iteration 5F: 3 clusters Score -3345794 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3348399.000000 Penalty: 3428.601562
	Iteration 6F: 3 clusters Score -3348399 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -3351141.250000 Penalty: 3428.601562
	Iteration 7F: 3 clusters Score -3351141 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -3353083.250000 Penalty: 3428.601562
	Iteration 8F: 3 clusters Score -3353083 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -3354116.250000 Penalty: 3428.601562
	Iteration 9Q: 3 clusters Score -3354116 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3354618.250000 Penalty: 3428.601562
	Iteration 10Q: 3 clusters Score -3354618 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36482 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3354895.750000 Penalty: 3428.601562
	Iteration 11Q: 3 clusters Score -3354896 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36763 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -3355065.500000 Penalty: 3428.601562
	Iteration 12Q: 3 clusters Score -3355066 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -3355169.500000 Penalty: 3428.601562
	Iteration 13Q: 3 clusters Score -3355170 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37091 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -3355260.750000 Penalty: 3428.601562
	Iteration 14Q: 3 clusters Score -3355261 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3355317.750000 Penalty: 3428.601562
	Iteration 15Q: 3 clusters Score -3355318 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3355370.250000 Penalty: 3428.601562
	Iteration 16Q: 3 clusters Score -3355370 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37358 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3355403.000000 Penalty: 3428.601562
	Iteration 17Q: 3 clusters Score -3355403 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3355432.750000 Penalty: 3428.601562
	Iteration 18Q: 3 clusters Score -3355433 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3355456.000000 Penalty: 3428.601562
	Iteration 19Q: 3 clusters Score -3355456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37490 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3355474.250000 Penalty: 3428.601562
	Iteration 20F: 3 clusters Score -3355474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3355488.500000 Penalty: 3428.601562
	Iteration 21Q: 3 clusters Score -3355488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3355503.000000 Penalty: 3428.601562
	Iteration 22Q: 3 clusters Score -3355503 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3355516.250000 Penalty: 3428.601562
	Iteration 23Q: 3 clusters Score -3355516 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37574 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3355528.750000 Penalty: 3428.601562
	Iteration 24Q: 3 clusters Score -3355529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37590 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3355546.000000 Penalty: 3428.601562
	Iteration 25Q: 3 clusters Score -3355546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3355558.750000 Penalty: 3428.601562
	Iteration 26Q: 3 clusters Score -3355559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3355570.000000 Penalty: 3428.601562
	Iteration 27Q: 3 clusters Score -3355570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -3355577.000000 Penalty: 3428.601562
	Iteration 28Q: 3 clusters Score -3355577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3355589.000000 Penalty: 3428.601562
	Iteration 29Q: 3 clusters Score -3355589 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37656 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3355595.000000 Penalty: 3428.601562
	Iteration 30Q: 3 clusters Score -3355595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3355603.500000 Penalty: 3428.601562
	Iteration 31Q: 3 clusters Score -3355604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3355607.250000 Penalty: 3428.601562
	Iteration 32Q: 3 clusters Score -3355607 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -3355606.000000 Penalty: 3428.601562
	Iteration 33Q: 3 clusters Score -3355606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37677 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3355610.250000 Penalty: 3428.601562
	Iteration 34Q: 3 clusters Score -3355610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -3355609.500000 Penalty: 3428.601562
	Iteration 35Q: 3 clusters Score -3355610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37679 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3355611.500000 Penalty: 3428.601562
	Iteration 36Q: 3 clusters Score -3355612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3355611.000000 Penalty: 3428.601562
	Iteration 37Q: 3 clusters Score -3355611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3355610.250000 Penalty: 3428.601562
	Iteration 38Q: 3 clusters Score -3355610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -3355616.000000 Penalty: 3428.601562
	Iteration 39Q: 3 clusters Score -3355616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3355615.000000 Penalty: 3428.601562
	Iteration 40F: 3 clusters Score -3355615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3355615.250000 Penalty: 3428.601562
	Iteration 41Q: 3 clusters Score -3355615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3355613.500000 Penalty: 3428.601562
	Iteration 42Q: 3 clusters Score -3355614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37688 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3355613.500000 Penalty: 3428.601562
	Iteration 43F: 3 clusters Score -3355614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -345845.375000 Penalty: 1348.188843
	Iteration 0F: 2 clusters Score -345845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -342507.250000 Penalty: 2696.377686
	Iteration 0F: 3 clusters Score -342507.2 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -343395.906250 Penalty: 2696.377686
	Iteration 1F: 3 clusters Score -343395.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -343629.406250 Penalty: 2696.377686
	Iteration 2F: 3 clusters Score -343629.4 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -343908.656250 Penalty: 2696.377686
	Iteration 3F: 3 clusters Score -343908.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -344113.375000 Penalty: 2696.377686
	Iteration 4F: 3 clusters Score -344113.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -344297.718750 Penalty: 2696.377686
	Iteration 5F: 3 clusters Score -344297.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -344467.593750 Penalty: 2696.377686
	Iteration 6F: 3 clusters Score -344467.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -344620.468750 Penalty: 2696.377686
	Iteration 7Q: 3 clusters Score -344620.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -344734.375000 Penalty: 2696.377686
	Iteration 8Q: 3 clusters Score -344734.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -344818.406250 Penalty: 2696.377686
	Iteration 9Q: 3 clusters Score -344818.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -344883.718750 Penalty: 2696.377686
	Iteration 10Q: 3 clusters Score -344883.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -344929.718750 Penalty: 2696.377686
	Iteration 11Q: 3 clusters Score -344929.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -344961.281250 Penalty: 2696.377686
	Iteration 12Q: 3 clusters Score -344961.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -344975.593750 Penalty: 2696.377686
	Iteration 13Q: 3 clusters Score -344975.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -344983.875000 Penalty: 2696.377686
	Iteration 14Q: 3 clusters Score -344983.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -344992.125000 Penalty: 2696.377686
	Iteration 15Q: 3 clusters Score -344992.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -344998.000000 Penalty: 2696.377686
	Iteration 16Q: 3 clusters Score -344998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -345002.468750 Penalty: 2696.377686
	Iteration 17Q: 3 clusters Score -345002.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -345005.843750 Penalty: 2696.377686
	Iteration 18Q: 3 clusters Score -345005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -345007.656250 Penalty: 2696.377686
	Iteration 19Q: 3 clusters Score -345007.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -345008.000000 Penalty: 2696.377686
	Iteration 20F: 3 clusters Score -345008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -345008.093750 Penalty: 2696.377686
	Iteration 21Q: 3 clusters Score -345008.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -345008.093750 Penalty: 2696.377686
	Iteration 22F: 3 clusters Score -345008.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -233549.031250 Penalty: 1276.463013
	Iteration 0F: 2 clusters Score -233549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -231080.437500 Penalty: 2552.926025
	Iteration 0F: 3 clusters Score -231080.4 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -231606.328125 Penalty: 2552.926025
	Iteration 1F: 3 clusters Score -231606.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -231725.406250 Penalty: 2552.926025
	Iteration 2F: 3 clusters Score -231725.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -231801.593750 Penalty: 2552.926025
	Iteration 3F: 3 clusters Score -231801.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -231864.968750 Penalty: 2552.926025
	Iteration 4Q: 3 clusters Score -231865 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231917.296875 Penalty: 2552.926025
	Iteration 5Q: 3 clusters Score -231917.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -231955.171875 Penalty: 2552.926025
	Iteration 6Q: 3 clusters Score -231955.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231987.640625 Penalty: 2552.926025
	Iteration 7Q: 3 clusters Score -231987.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -232018.703125 Penalty: 2552.926025
	Iteration 8Q: 3 clusters Score -232018.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -232044.906250 Penalty: 2552.926025
	Iteration 9Q: 3 clusters Score -232044.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -232065.187500 Penalty: 2552.926025
	Iteration 10Q: 3 clusters Score -232065.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -232084.843750 Penalty: 2552.926025
	Iteration 11Q: 3 clusters Score -232084.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -232108.281250 Penalty: 2552.926025
	Iteration 12Q: 3 clusters Score -232108.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -232133.328125 Penalty: 2552.926025
	Iteration 13Q: 3 clusters Score -232133.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -232155.718750 Penalty: 2552.926025
	Iteration 14Q: 3 clusters Score -232155.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -232176.093750 Penalty: 2552.926025
	Iteration 15Q: 3 clusters Score -232176.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -232198.312500 Penalty: 2552.926025
	Iteration 16Q: 3 clusters Score -232198.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -232215.718750 Penalty: 2552.926025
	Iteration 17Q: 3 clusters Score -232215.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -232232.500000 Penalty: 2552.926025
	Iteration 18Q: 3 clusters Score -232232.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -232242.328125 Penalty: 2552.926025
	Iteration 19Q: 3 clusters Score -232242.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -232255.453125 Penalty: 2552.926025
	Iteration 20F: 3 clusters Score -232255.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -232269.328125 Penalty: 2552.926025
	Iteration 21Q: 3 clusters Score -232269.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -232279.812500 Penalty: 2552.926025
	Iteration 22Q: 3 clusters Score -232279.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -232287.578125 Penalty: 2552.926025
	Iteration 23Q: 3 clusters Score -232287.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -232294.156250 Penalty: 2552.926025
	Iteration 24Q: 3 clusters Score -232294.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -232297.328125 Penalty: 2552.926025
	Iteration 25Q: 3 clusters Score -232297.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -232298.468750 Penalty: 2552.926025
	Iteration 26Q: 3 clusters Score -232298.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -232299.687500 Penalty: 2552.926025
	Iteration 27Q: 3 clusters Score -232299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -232301.765625 Penalty: 2552.926025
	Iteration 28Q: 3 clusters Score -232301.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -232305.296875 Penalty: 2552.926025
	Iteration 29Q: 3 clusters Score -232305.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -232310.156250 Penalty: 2552.926025
	Iteration 30Q: 3 clusters Score -232310.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -232315.437500 Penalty: 2552.926025
	Iteration 31Q: 3 clusters Score -232315.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -232321.671875 Penalty: 2552.926025
	Iteration 32Q: 3 clusters Score -232321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -232327.046875 Penalty: 2552.926025
	Iteration 33Q: 3 clusters Score -232327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -232328.828125 Penalty: 2552.926025
	Iteration 34Q: 3 clusters Score -232328.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -232334.703125 Penalty: 2552.926025
	Iteration 35Q: 3 clusters Score -232334.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -232338.468750 Penalty: 2552.926025
	Iteration 36Q: 3 clusters Score -232338.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -232340.281250 Penalty: 2552.926025
	Iteration 37Q: 3 clusters Score -232340.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -232349.437500 Penalty: 2552.926025
	Iteration 38Q: 3 clusters Score -232349.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -232357.375000 Penalty: 2552.926025
	Iteration 39Q: 3 clusters Score -232357.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -232366.546875 Penalty: 2552.926025
	Iteration 40F: 3 clusters Score -232366.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -232374.125000 Penalty: 2552.926025
	Iteration 41Q: 3 clusters Score -232374.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -232380.906250 Penalty: 2552.926025
	Iteration 42Q: 3 clusters Score -232380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -232389.000000 Penalty: 2552.926025
	Iteration 43Q: 3 clusters Score -232389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -232396.656250 Penalty: 2552.926025
	Iteration 44Q: 3 clusters Score -232396.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -232404.765625 Penalty: 2552.926025
	Iteration 45Q: 3 clusters Score -232404.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -232406.843750 Penalty: 2552.926025
	Iteration 46Q: 3 clusters Score -232406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -232408.156250 Penalty: 2552.926025
	Iteration 47Q: 3 clusters Score -232408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -232410.921875 Penalty: 2552.926025
	Iteration 48Q: 3 clusters Score -232410.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -232413.921875 Penalty: 2552.926025
	Iteration 49Q: 3 clusters Score -232413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -232417.359375 Penalty: 2552.926025
	Iteration 50Q: 3 clusters Score -232417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -232419.109375 Penalty: 2552.926025
	Iteration 51Q: 3 clusters Score -232419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -232419.515625 Penalty: 2552.926025
	Iteration 52Q: 3 clusters Score -232419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -232419.515625 Penalty: 2552.926025
	Iteration 53F: 3 clusters Score -232419.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Entering Unmasked Estep 
Score: -284966.437500 Penalty: 1307.720215
	Iteration 0F: 2 clusters Score -284966.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -282189.468750 Penalty: 2615.440430
	Iteration 0F: 3 clusters Score -282189.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -282819.218750 Penalty: 2615.440430
	Iteration 1F: 3 clusters Score -282819.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -282956.437500 Penalty: 2615.440430
	Iteration 2F: 3 clusters Score -282956.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -283042.343750 Penalty: 2615.440430
	Iteration 3F: 3 clusters Score -283042.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -283093.187500 Penalty: 2615.440430
	Iteration 4Q: 3 clusters Score -283093.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -283125.875000 Penalty: 2615.440430
	Iteration 5Q: 3 clusters Score -283125.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -283148.500000 Penalty: 2615.440430
	Iteration 6Q: 3 clusters Score -283148.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -283166.687500 Penalty: 2615.440430
	Iteration 7Q: 3 clusters Score -283166.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -283181.437500 Penalty: 2615.440430
	Iteration 8Q: 3 clusters Score -283181.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -283192.250000 Penalty: 2615.440430
	Iteration 9Q: 3 clusters Score -283192.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -283201.000000 Penalty: 2615.440430
	Iteration 10Q: 3 clusters Score -283201 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -283212.406250 Penalty: 2615.440430
	Iteration 11Q: 3 clusters Score -283212.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -283226.062500 Penalty: 2615.440430
	Iteration 12Q: 3 clusters Score -283226.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -283238.968750 Penalty: 2615.440430
	Iteration 13Q: 3 clusters Score -283239 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -283253.843750 Penalty: 2615.440430
	Iteration 14Q: 3 clusters Score -283253.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -283263.062500 Penalty: 2615.440430
	Iteration 15Q: 3 clusters Score -283263.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -283272.593750 Penalty: 2615.440430
	Iteration 16Q: 3 clusters Score -283272.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283282.281250 Penalty: 2615.440430
	Iteration 17Q: 3 clusters Score -283282.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -283289.031250 Penalty: 2615.440430
	Iteration 18Q: 3 clusters Score -283289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -283294.281250 Penalty: 2615.440430
	Iteration 19Q: 3 clusters Score -283294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -283298.062500 Penalty: 2615.440430
	Iteration 20F: 3 clusters Score -283298.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -283306.500000 Penalty: 2615.440430
	Iteration 21Q: 3 clusters Score -283306.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -283312.406250 Penalty: 2615.440430
	Iteration 22Q: 3 clusters Score -283312.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -283318.281250 Penalty: 2615.440430
	Iteration 23Q: 3 clusters Score -283318.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -283328.093750 Penalty: 2615.440430
	Iteration 24Q: 3 clusters Score -283328.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -283337.000000 Penalty: 2615.440430
	Iteration 25Q: 3 clusters Score -283337 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -283344.343750 Penalty: 2615.440430
	Iteration 26Q: 3 clusters Score -283344.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -283351.812500 Penalty: 2615.440430
	Iteration 27Q: 3 clusters Score -283351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -283359.375000 Penalty: 2615.440430
	Iteration 28Q: 3 clusters Score -283359.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -283367.468750 Penalty: 2615.440430
	Iteration 29Q: 3 clusters Score -283367.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -283378.375000 Penalty: 2615.440430
	Iteration 30Q: 3 clusters Score -283378.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -283387.500000 Penalty: 2615.440430
	Iteration 31Q: 3 clusters Score -283387.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -283395.093750 Penalty: 2615.440430
	Iteration 32Q: 3 clusters Score -283395.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -283405.812500 Penalty: 2615.440430
	Iteration 33Q: 3 clusters Score -283405.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -283413.312500 Penalty: 2615.440430
	Iteration 34Q: 3 clusters Score -283413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -283420.718750 Penalty: 2615.440430
	Iteration 35Q: 3 clusters Score -283420.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -283428.781250 Penalty: 2615.440430
	Iteration 36Q: 3 clusters Score -283428.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -283440.406250 Penalty: 2615.440430
	Iteration 37Q: 3 clusters Score -283440.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -283450.156250 Penalty: 2615.440430
	Iteration 38Q: 3 clusters Score -283450.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -283460.531250 Penalty: 2615.440430
	Iteration 39Q: 3 clusters Score -283460.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -283472.031250 Penalty: 2615.440430
	Iteration 40F: 3 clusters Score -283472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -283484.562500 Penalty: 2615.440430
	Iteration 41Q: 3 clusters Score -283484.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -283509.093750 Penalty: 2615.440430
	Iteration 42Q: 3 clusters Score -283509.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -283540.250000 Penalty: 2615.440430
	Iteration 43Q: 3 clusters Score -283540.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -283571.031250 Penalty: 2615.440430
	Iteration 44Q: 3 clusters Score -283571 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -283596.750000 Penalty: 2615.440430
	Iteration 45Q: 3 clusters Score -283596.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -283620.312500 Penalty: 2615.440430
	Iteration 46Q: 3 clusters Score -283620.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -283634.343750 Penalty: 2615.440430
	Iteration 47Q: 3 clusters Score -283634.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -283645.906250 Penalty: 2615.440430
	Iteration 48Q: 3 clusters Score -283645.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -283656.562500 Penalty: 2615.440430
	Iteration 49Q: 3 clusters Score -283656.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -283667.843750 Penalty: 2615.440430
	Iteration 50Q: 3 clusters Score -283667.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -283678.500000 Penalty: 2615.440430
	Iteration 51Q: 3 clusters Score -283678.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -283689.812500 Penalty: 2615.440430
	Iteration 52Q: 3 clusters Score -283689.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -283703.687500 Penalty: 2615.440430
	Iteration 53Q: 3 clusters Score -283703.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -283711.687500 Penalty: 2615.440430
	Iteration 54Q: 3 clusters Score -283711.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -283714.093750 Penalty: 2615.440430
	Iteration 55Q: 3 clusters Score -283714.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -283720.281250 Penalty: 2615.440430
	Iteration 56Q: 3 clusters Score -283720.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -283723.312500 Penalty: 2615.440430
	Iteration 57Q: 3 clusters Score -283723.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -283725.312500 Penalty: 2615.440430
	Iteration 58Q: 3 clusters Score -283725.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -283730.062500 Penalty: 2615.440430
	Iteration 59Q: 3 clusters Score -283730.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -283734.906250 Penalty: 2615.440430
	Iteration 60F: 3 clusters Score -283734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -283737.937500 Penalty: 2615.440430
	Iteration 61Q: 3 clusters Score -283737.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -283739.750000 Penalty: 2615.440430
	Iteration 62Q: 3 clusters Score -283739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -283740.687500 Penalty: 2615.440430
	Iteration 63Q: 3 clusters Score -283740.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -283746.125000 Penalty: 2615.440430
	Iteration 64Q: 3 clusters Score -283746.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -283750.218750 Penalty: 2615.440430
	Iteration 65Q: 3 clusters Score -283750.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -283752.468750 Penalty: 2615.440430
	Iteration 66Q: 3 clusters Score -283752.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -283756.500000 Penalty: 2615.440430
	Iteration 67Q: 3 clusters Score -283756.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -283760.593750 Penalty: 2615.440430
	Iteration 68Q: 3 clusters Score -283760.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -283762.093750 Penalty: 2615.440430
	Iteration 69Q: 3 clusters Score -283762.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -283764.468750 Penalty: 2615.440430
	Iteration 70Q: 3 clusters Score -283764.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -283765.500000 Penalty: 2615.440430
	Iteration 71Q: 3 clusters Score -283765.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -283766.500000 Penalty: 2615.440430
	Iteration 72Q: 3 clusters Score -283766.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -283766.500000 Penalty: 2615.440430
	Iteration 73F: 3 clusters Score -283766.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (10998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Entering Unmasked Estep 
Score: -865358.312500 Penalty: 1512.138672
	Iteration 0F: 2 clusters Score -865358.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -857537.937500 Penalty: 3024.277344
	Iteration 0F: 3 clusters Score -857537.9 nChanged 4760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -860434.125000 Penalty: 3024.277344
	Iteration 1F: 3 clusters Score -860434.1 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -860924.687500 Penalty: 3024.277344
	Iteration 2F: 3 clusters Score -860924.7 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -861421.250000 Penalty: 3024.277344
	Iteration 3F: 3 clusters Score -861421.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -861859.437500 Penalty: 3024.277344
	Iteration 4F: 3 clusters Score -861859.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -862246.125000 Penalty: 3024.277344
	Iteration 5F: 3 clusters Score -862246.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -862603.937500 Penalty: 3024.277344
	Iteration 6F: 3 clusters Score -862603.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -862902.750000 Penalty: 3024.277344
	Iteration 7Q: 3 clusters Score -862902.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -863095.500000 Penalty: 3024.277344
	Iteration 8Q: 3 clusters Score -863095.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -863250.687500 Penalty: 3024.277344
	Iteration 9Q: 3 clusters Score -863250.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -863379.437500 Penalty: 3024.277344
	Iteration 10Q: 3 clusters Score -863379.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -863489.750000 Penalty: 3024.277344
	Iteration 11Q: 3 clusters Score -863489.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -863619.125000 Penalty: 3024.277344
	Iteration 12Q: 3 clusters Score -863619.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -863731.312500 Penalty: 3024.277344
	Iteration 13Q: 3 clusters Score -863731.3 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -863819.687500 Penalty: 3024.277344
	Iteration 14Q: 3 clusters Score -863819.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -863893.687500 Penalty: 3024.277344
	Iteration 15Q: 3 clusters Score -863893.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -863951.812500 Penalty: 3024.277344
	Iteration 16Q: 3 clusters Score -863951.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -863990.687500 Penalty: 3024.277344
	Iteration 17Q: 3 clusters Score -863990.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -864017.250000 Penalty: 3024.277344
	Iteration 18Q: 3 clusters Score -864017.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -864042.312500 Penalty: 3024.277344
	Iteration 19Q: 3 clusters Score -864042.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -864062.750000 Penalty: 3024.277344
	Iteration 20F: 3 clusters Score -864062.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -864080.125000 Penalty: 3024.277344
	Iteration 21Q: 3 clusters Score -864080.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -864095.312500 Penalty: 3024.277344
	Iteration 22Q: 3 clusters Score -864095.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -864111.937500 Penalty: 3024.277344
	Iteration 23Q: 3 clusters Score -864111.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -864132.625000 Penalty: 3024.277344
	Iteration 24Q: 3 clusters Score -864132.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -864164.187500 Penalty: 3024.277344
	Iteration 25Q: 3 clusters Score -864164.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -864189.812500 Penalty: 3024.277344
	Iteration 26Q: 3 clusters Score -864189.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -864221.937500 Penalty: 3024.277344
	Iteration 27Q: 3 clusters Score -864221.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -864264.375000 Penalty: 3024.277344
	Iteration 28Q: 3 clusters Score -864264.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -864307.125000 Penalty: 3024.277344
	Iteration 29Q: 3 clusters Score -864307.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -864364.500000 Penalty: 3024.277344
	Iteration 30Q: 3 clusters Score -864364.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -864410.062500 Penalty: 3024.277344
	Iteration 31Q: 3 clusters Score -864410.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -864456.437500 Penalty: 3024.277344
	Iteration 32Q: 3 clusters Score -864456.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -864489.750000 Penalty: 3024.277344
	Iteration 33Q: 3 clusters Score -864489.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -864529.812500 Penalty: 3024.277344
	Iteration 34Q: 3 clusters Score -864529.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -864555.812500 Penalty: 3024.277344
	Iteration 35Q: 3 clusters Score -864555.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -864577.687500 Penalty: 3024.277344
	Iteration 36Q: 3 clusters Score -864577.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -864597.812500 Penalty: 3024.277344
	Iteration 37Q: 3 clusters Score -864597.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -864619.062500 Penalty: 3024.277344
	Iteration 38Q: 3 clusters Score -864619.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -864632.625000 Penalty: 3024.277344
	Iteration 39Q: 3 clusters Score -864632.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -864648.437500 Penalty: 3024.277344
	Iteration 40F: 3 clusters Score -864648.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -864663.250000 Penalty: 3024.277344
	Iteration 41Q: 3 clusters Score -864663.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -864679.937500 Penalty: 3024.277344
	Iteration 42Q: 3 clusters Score -864679.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -864689.562500 Penalty: 3024.277344
	Iteration 43Q: 3 clusters Score -864689.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -864699.625000 Penalty: 3024.277344
	Iteration 44Q: 3 clusters Score -864699.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -864709.750000 Penalty: 3024.277344
	Iteration 45Q: 3 clusters Score -864709.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -864721.000000 Penalty: 3024.277344
	Iteration 46Q: 3 clusters Score -864721 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -864733.062500 Penalty: 3024.277344
	Iteration 47Q: 3 clusters Score -864733.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -864741.187500 Penalty: 3024.277344
	Iteration 48Q: 3 clusters Score -864741.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -864753.250000 Penalty: 3024.277344
	Iteration 49Q: 3 clusters Score -864753.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -864760.125000 Penalty: 3024.277344
	Iteration 50Q: 3 clusters Score -864760.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -864765.437500 Penalty: 3024.277344
	Iteration 51Q: 3 clusters Score -864765.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -864778.250000 Penalty: 3024.277344
	Iteration 52Q: 3 clusters Score -864778.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -864785.937500 Penalty: 3024.277344
	Iteration 53Q: 3 clusters Score -864785.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -864791.125000 Penalty: 3024.277344
	Iteration 54Q: 3 clusters Score -864791.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -864799.125000 Penalty: 3024.277344
	Iteration 55Q: 3 clusters Score -864799.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -864805.375000 Penalty: 3024.277344
	Iteration 56Q: 3 clusters Score -864805.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -864807.562500 Penalty: 3024.277344
	Iteration 57Q: 3 clusters Score -864807.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -864811.625000 Penalty: 3024.277344
	Iteration 58Q: 3 clusters Score -864811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -864812.625000 Penalty: 3024.277344
	Iteration 59Q: 3 clusters Score -864812.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -864817.937500 Penalty: 3024.277344
	Iteration 60F: 3 clusters Score -864817.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -864822.562500 Penalty: 3024.277344
	Iteration 61Q: 3 clusters Score -864822.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -864829.250000 Penalty: 3024.277344
	Iteration 62Q: 3 clusters Score -864829.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -864834.125000 Penalty: 3024.277344
	Iteration 63Q: 3 clusters Score -864834.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -864839.375000 Penalty: 3024.277344
	Iteration 64Q: 3 clusters Score -864839.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -864848.062500 Penalty: 3024.277344
	Iteration 65Q: 3 clusters Score -864848.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -864859.812500 Penalty: 3024.277344
	Iteration 66Q: 3 clusters Score -864859.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -864867.250000 Penalty: 3024.277344
	Iteration 67Q: 3 clusters Score -864867.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -864872.312500 Penalty: 3024.277344
	Iteration 68Q: 3 clusters Score -864872.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -864877.000000 Penalty: 3024.277344
	Iteration 69Q: 3 clusters Score -864877 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -864886.062500 Penalty: 3024.277344
	Iteration 70Q: 3 clusters Score -864886.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -864889.312500 Penalty: 3024.277344
	Iteration 71Q: 3 clusters Score -864889.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -864896.250000 Penalty: 3024.277344
	Iteration 72Q: 3 clusters Score -864896.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -864901.250000 Penalty: 3024.277344
	Iteration 73Q: 3 clusters Score -864901.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -864902.687500 Penalty: 3024.277344
	Iteration 74Q: 3 clusters Score -864902.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -864907.187500 Penalty: 3024.277344
	Iteration 75Q: 3 clusters Score -864907.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -864912.625000 Penalty: 3024.277344
	Iteration 76Q: 3 clusters Score -864912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -864914.562500 Penalty: 3024.277344
	Iteration 77Q: 3 clusters Score -864914.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -864919.687500 Penalty: 3024.277344
	Iteration 78Q: 3 clusters Score -864919.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -864922.812500 Penalty: 3024.277344
	Iteration 79Q: 3 clusters Score -864922.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -864925.312500 Penalty: 3024.277344
	Iteration 80F: 3 clusters Score -864925.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -864927.875000 Penalty: 3024.277344
	Iteration 81Q: 3 clusters Score -864927.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -864931.062500 Penalty: 3024.277344
	Iteration 82Q: 3 clusters Score -864931.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -864930.687500 Penalty: 3024.277344
	Iteration 83Q: 3 clusters Score -864930.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -864932.625000 Penalty: 3024.277344
	Iteration 84Q: 3 clusters Score -864932.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -864932.875000 Penalty: 3024.277344
	Iteration 85Q: 3 clusters Score -864932.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -864933.125000 Penalty: 3024.277344
	Iteration 86Q: 3 clusters Score -864933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -864933.125000 Penalty: 3024.277344
	Iteration 87F: 3 clusters Score -864933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Entering Unmasked Estep 
Score: -841420.875000 Penalty: 1492.732788
	Iteration 0F: 2 clusters Score -841420.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -834371.062500 Penalty: 2985.465576
	Iteration 0F: 3 clusters Score -834371.1 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -836769.250000 Penalty: 2985.465576
	Iteration 1F: 3 clusters Score -836769.2 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -837206.562500 Penalty: 2985.465576
	Iteration 2F: 3 clusters Score -837206.6 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -837715.750000 Penalty: 2985.465576
	Iteration 3F: 3 clusters Score -837715.8 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -838250.937500 Penalty: 2985.465576
	Iteration 4F: 3 clusters Score -838250.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -838758.812500 Penalty: 2985.465576
	Iteration 5F: 3 clusters Score -838758.8 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -839128.250000 Penalty: 2985.465576
	Iteration 6F: 3 clusters Score -839128.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -839357.187500 Penalty: 2985.465576
	Iteration 7Q: 3 clusters Score -839357.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -839496.062500 Penalty: 2985.465576
	Iteration 8Q: 3 clusters Score -839496.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -839579.312500 Penalty: 2985.465576
	Iteration 9Q: 3 clusters Score -839579.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -839637.812500 Penalty: 2985.465576
	Iteration 10Q: 3 clusters Score -839637.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -839683.625000 Penalty: 2985.465576
	Iteration 11Q: 3 clusters Score -839683.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -839724.437500 Penalty: 2985.465576
	Iteration 12Q: 3 clusters Score -839724.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -839751.250000 Penalty: 2985.465576
	Iteration 13Q: 3 clusters Score -839751.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -839779.062500 Penalty: 2985.465576
	Iteration 14Q: 3 clusters Score -839779.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -839802.687500 Penalty: 2985.465576
	Iteration 15Q: 3 clusters Score -839802.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -839824.437500 Penalty: 2985.465576
	Iteration 16Q: 3 clusters Score -839824.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -839844.062500 Penalty: 2985.465576
	Iteration 17Q: 3 clusters Score -839844.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -839866.187500 Penalty: 2985.465576
	Iteration 18Q: 3 clusters Score -839866.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -839883.937500 Penalty: 2985.465576
	Iteration 19Q: 3 clusters Score -839883.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -839904.625000 Penalty: 2985.465576
	Iteration 20F: 3 clusters Score -839904.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -839916.750000 Penalty: 2985.465576
	Iteration 21Q: 3 clusters Score -839916.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -839929.375000 Penalty: 2985.465576
	Iteration 22Q: 3 clusters Score -839929.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -839937.000000 Penalty: 2985.465576
	Iteration 23Q: 3 clusters Score -839937 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -839948.875000 Penalty: 2985.465576
	Iteration 24Q: 3 clusters Score -839948.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -839960.250000 Penalty: 2985.465576
	Iteration 25Q: 3 clusters Score -839960.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -839971.187500 Penalty: 2985.465576
	Iteration 26Q: 3 clusters Score -839971.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -839981.312500 Penalty: 2985.465576
	Iteration 27Q: 3 clusters Score -839981.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -839995.375000 Penalty: 2985.465576
	Iteration 28Q: 3 clusters Score -839995.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -840018.437500 Penalty: 2985.465576
	Iteration 29Q: 3 clusters Score -840018.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -840031.000000 Penalty: 2985.465576
	Iteration 30Q: 3 clusters Score -840031 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -840046.375000 Penalty: 2985.465576
	Iteration 31Q: 3 clusters Score -840046.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -840064.312500 Penalty: 2985.465576
	Iteration 32Q: 3 clusters Score -840064.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -840079.062500 Penalty: 2985.465576
	Iteration 33Q: 3 clusters Score -840079.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -840086.875000 Penalty: 2985.465576
	Iteration 34Q: 3 clusters Score -840086.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -840097.625000 Penalty: 2985.465576
	Iteration 35Q: 3 clusters Score -840097.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -840111.625000 Penalty: 2985.465576
	Iteration 36Q: 3 clusters Score -840111.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -840133.937500 Penalty: 2985.465576
	Iteration 37Q: 3 clusters Score -840133.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -840155.187500 Penalty: 2985.465576
	Iteration 38Q: 3 clusters Score -840155.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -840177.125000 Penalty: 2985.465576
	Iteration 39Q: 3 clusters Score -840177.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -840199.500000 Penalty: 2985.465576
	Iteration 40F: 3 clusters Score -840199.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -840229.250000 Penalty: 2985.465576
	Iteration 41Q: 3 clusters Score -840229.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -840263.750000 Penalty: 2985.465576
	Iteration 42Q: 3 clusters Score -840263.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -840300.000000 Penalty: 2985.465576
	Iteration 43Q: 3 clusters Score -840300 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -840351.500000 Penalty: 2985.465576
	Iteration 44Q: 3 clusters Score -840351.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -840408.562500 Penalty: 2985.465576
	Iteration 45Q: 3 clusters Score -840408.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -840465.250000 Penalty: 2985.465576
	Iteration 46Q: 3 clusters Score -840465.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -840503.062500 Penalty: 2985.465576
	Iteration 47Q: 3 clusters Score -840503.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -840533.500000 Penalty: 2985.465576
	Iteration 48Q: 3 clusters Score -840533.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -840556.750000 Penalty: 2985.465576
	Iteration 49Q: 3 clusters Score -840556.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -840565.687500 Penalty: 2985.465576
	Iteration 50Q: 3 clusters Score -840565.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -840575.937500 Penalty: 2985.465576
	Iteration 51Q: 3 clusters Score -840575.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -840582.687500 Penalty: 2985.465576
	Iteration 52Q: 3 clusters Score -840582.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -840587.750000 Penalty: 2985.465576
	Iteration 53Q: 3 clusters Score -840587.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -840592.937500 Penalty: 2985.465576
	Iteration 54Q: 3 clusters Score -840592.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -840594.250000 Penalty: 2985.465576
	Iteration 55Q: 3 clusters Score -840594.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -840595.500000 Penalty: 2985.465576
	Iteration 56Q: 3 clusters Score -840595.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -840595.625000 Penalty: 2985.465576
	Iteration 57Q: 3 clusters Score -840595.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -840595.437500 Penalty: 2985.465576
	Iteration 58Q: 3 clusters Score -840595.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -840598.562500 Penalty: 2985.465576
	Iteration 59Q: 3 clusters Score -840598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -840599.875000 Penalty: 2985.465576
	Iteration 60F: 3 clusters Score -840599.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -840602.187500 Penalty: 2985.465576
	Iteration 61Q: 3 clusters Score -840602.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -840604.437500 Penalty: 2985.465576
	Iteration 62Q: 3 clusters Score -840604.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -840604.312500 Penalty: 2985.465576
	Iteration 63Q: 3 clusters Score -840604.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -840607.875000 Penalty: 2985.465576
	Iteration 64Q: 3 clusters Score -840607.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -840609.062500 Penalty: 2985.465576
	Iteration 65Q: 3 clusters Score -840609.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -840611.312500 Penalty: 2985.465576
	Iteration 66Q: 3 clusters Score -840611.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -840614.062500 Penalty: 2985.465576
	Iteration 67Q: 3 clusters Score -840614.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -840615.875000 Penalty: 2985.465576
	Iteration 68Q: 3 clusters Score -840615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -840619.687500 Penalty: 2985.465576
	Iteration 69Q: 3 clusters Score -840619.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -840627.375000 Penalty: 2985.465576
	Iteration 70Q: 3 clusters Score -840627.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -840630.875000 Penalty: 2985.465576
	Iteration 71Q: 3 clusters Score -840630.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -840635.875000 Penalty: 2985.465576
	Iteration 72Q: 3 clusters Score -840635.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -840639.625000 Penalty: 2985.465576
	Iteration 73Q: 3 clusters Score -840639.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -840641.062500 Penalty: 2985.465576
	Iteration 74Q: 3 clusters Score -840641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -840643.625000 Penalty: 2985.465576
	Iteration 75Q: 3 clusters Score -840643.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -840643.625000 Penalty: 2985.465576
	Iteration 76Q: 3 clusters Score -840643.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -840645.250000 Penalty: 2985.465576
	Iteration 77Q: 3 clusters Score -840645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -840645.250000 Penalty: 2985.465576
	Iteration 78Q: 3 clusters Score -840645.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -840645.375000 Penalty: 2985.465576
	Iteration 79Q: 3 clusters Score -840645.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -840644.500000 Penalty: 2985.465576
	Iteration 80F: 3 clusters Score -840644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -840644.750000 Penalty: 2985.465576
	Iteration 81Q: 3 clusters Score -840644.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -840644.875000 Penalty: 2985.465576
	Iteration 82Q: 3 clusters Score -840644.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -840645.812500 Penalty: 2985.465576
	Iteration 83Q: 3 clusters Score -840645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -840645.812500 Penalty: 2985.465576
	Iteration 84F: 3 clusters Score -840645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7005 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Entering Unmasked Estep 
Score: -608075.125000 Penalty: 1438.836670
	Iteration 0F: 2 clusters Score -608075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -602759.437500 Penalty: 2877.673340
	Iteration 0F: 3 clusters Score -602759.4 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -604318.562500 Penalty: 2877.673340
	Iteration 1F: 3 clusters Score -604318.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -604546.500000 Penalty: 2877.673340
	Iteration 2F: 3 clusters Score -604546.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -604725.125000 Penalty: 2877.673340
	Iteration 3F: 3 clusters Score -604725.1 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -604892.312500 Penalty: 2877.673340
	Iteration 4Q: 3 clusters Score -604892.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -605042.437500 Penalty: 2877.673340
	Iteration 5Q: 3 clusters Score -605042.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -605195.375000 Penalty: 2877.673340
	Iteration 6Q: 3 clusters Score -605195.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -605372.000000 Penalty: 2877.673340
	Iteration 7Q: 3 clusters Score -605372 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -605602.750000 Penalty: 2877.673340
	Iteration 8Q: 3 clusters Score -605602.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -605823.500000 Penalty: 2877.673340
	Iteration 9Q: 3 clusters Score -605823.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -606023.812500 Penalty: 2877.673340
	Iteration 10Q: 3 clusters Score -606023.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -606216.000000 Penalty: 2877.673340
	Iteration 11Q: 3 clusters Score -606216 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -606387.562500 Penalty: 2877.673340
	Iteration 12Q: 3 clusters Score -606387.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -606526.875000 Penalty: 2877.673340
	Iteration 13Q: 3 clusters Score -606526.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -606634.500000 Penalty: 2877.673340
	Iteration 14Q: 3 clusters Score -606634.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -606724.187500 Penalty: 2877.673340
	Iteration 15Q: 3 clusters Score -606724.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -606803.812500 Penalty: 2877.673340
	Iteration 16Q: 3 clusters Score -606803.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -606889.062500 Penalty: 2877.673340
	Iteration 17Q: 3 clusters Score -606889.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -606955.500000 Penalty: 2877.673340
	Iteration 18Q: 3 clusters Score -606955.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -607009.687500 Penalty: 2877.673340
	Iteration 19Q: 3 clusters Score -607009.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -607052.125000 Penalty: 2877.673340
	Iteration 20F: 3 clusters Score -607052.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -607084.062500 Penalty: 2877.673340
	Iteration 21Q: 3 clusters Score -607084.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -607095.875000 Penalty: 2877.673340
	Iteration 22Q: 3 clusters Score -607095.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -607109.562500 Penalty: 2877.673340
	Iteration 23Q: 3 clusters Score -607109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -607123.250000 Penalty: 2877.673340
	Iteration 24Q: 3 clusters Score -607123.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -607132.687500 Penalty: 2877.673340
	Iteration 25Q: 3 clusters Score -607132.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -607143.750000 Penalty: 2877.673340
	Iteration 26Q: 3 clusters Score -607143.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -607148.875000 Penalty: 2877.673340
	Iteration 27Q: 3 clusters Score -607148.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -607148.625000 Penalty: 2877.673340
	Iteration 28Q: 3 clusters Score -607148.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -607149.812500 Penalty: 2877.673340
	Iteration 29Q: 3 clusters Score -607149.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -607152.375000 Penalty: 2877.673340
	Iteration 30Q: 3 clusters Score -607152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -607155.750000 Penalty: 2877.673340
	Iteration 31Q: 3 clusters Score -607155.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -607157.125000 Penalty: 2877.673340
	Iteration 32Q: 3 clusters Score -607157.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -607157.562500 Penalty: 2877.673340
	Iteration 33Q: 3 clusters Score -607157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -607159.312500 Penalty: 2877.673340
	Iteration 34Q: 3 clusters Score -607159.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -607158.562500 Penalty: 2877.673340
	Iteration 35Q: 3 clusters Score -607158.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -607158.562500 Penalty: 2877.673340
	Iteration 36F: 3 clusters Score -607158.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (12874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Entering Unmasked Estep 
Score: -1150905.500000 Penalty: 1537.731812
	Iteration 0F: 2 clusters Score -1150906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1141887.625000 Penalty: 3075.463623
	Iteration 0F: 3 clusters Score -1141888 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1144883.125000 Penalty: 3075.463623
	Iteration 1F: 3 clusters Score -1144883 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1145404.625000 Penalty: 3075.463623
	Iteration 2F: 3 clusters Score -1145405 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1146054.625000 Penalty: 3075.463623
	Iteration 3F: 3 clusters Score -1146055 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1146955.625000 Penalty: 3075.463623
	Iteration 4F: 3 clusters Score -1146956 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1148260.500000 Penalty: 3075.463623
	Iteration 5F: 3 clusters Score -1148260 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1149875.000000 Penalty: 3075.463623
	Iteration 6F: 3 clusters Score -1149875 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1151173.250000 Penalty: 3075.463623
	Iteration 7F: 3 clusters Score -1151173 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1151737.750000 Penalty: 3075.463623
	Iteration 8Q: 3 clusters Score -1151738 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1151928.125000 Penalty: 3075.463623
	Iteration 9Q: 3 clusters Score -1151928 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1152019.375000 Penalty: 3075.463623
	Iteration 10Q: 3 clusters Score -1152019 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1152099.375000 Penalty: 3075.463623
	Iteration 11Q: 3 clusters Score -1152099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1152191.250000 Penalty: 3075.463623
	Iteration 12Q: 3 clusters Score -1152191 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1152287.125000 Penalty: 3075.463623
	Iteration 13Q: 3 clusters Score -1152287 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1152371.500000 Penalty: 3075.463623
	Iteration 14Q: 3 clusters Score -1152372 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1152452.125000 Penalty: 3075.463623
	Iteration 15Q: 3 clusters Score -1152452 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1152509.375000 Penalty: 3075.463623
	Iteration 16Q: 3 clusters Score -1152509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1152554.750000 Penalty: 3075.463623
	Iteration 17Q: 3 clusters Score -1152555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1152587.750000 Penalty: 3075.463623
	Iteration 18Q: 3 clusters Score -1152588 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1152611.875000 Penalty: 3075.463623
	Iteration 19Q: 3 clusters Score -1152612 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1152644.250000 Penalty: 3075.463623
	Iteration 20F: 3 clusters Score -1152644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1152667.625000 Penalty: 3075.463623
	Iteration 21Q: 3 clusters Score -1152668 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1152683.250000 Penalty: 3075.463623
	Iteration 22Q: 3 clusters Score -1152683 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1152695.625000 Penalty: 3075.463623
	Iteration 23Q: 3 clusters Score -1152696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1152703.375000 Penalty: 3075.463623
	Iteration 24Q: 3 clusters Score -1152703 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1152706.625000 Penalty: 3075.463623
	Iteration 25Q: 3 clusters Score -1152707 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -1152711.000000 Penalty: 3075.463623
	Iteration 26Q: 3 clusters Score -1152711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1152712.125000 Penalty: 3075.463623
	Iteration 27Q: 3 clusters Score -1152712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1152713.125000 Penalty: 3075.463623
	Iteration 28Q: 3 clusters Score -1152713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1152717.000000 Penalty: 3075.463623
	Iteration 29Q: 3 clusters Score -1152717 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1152720.000000 Penalty: 3075.463623
	Iteration 30Q: 3 clusters Score -1152720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1152719.250000 Penalty: 3075.463623
	Iteration 31Q: 3 clusters Score -1152719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1152719.250000 Penalty: 3075.463623
	Iteration 32F: 3 clusters Score -1152719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 2520 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Entering Unmasked Estep 
Score: -40875936.000000 Penalty: 80853.031250
Splitting cluster 11 changes total score from -40874640.000000 to -40875936.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 12 (15586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15586 members 
Entering Unmasked Estep 
Score: -1412896.875000 Penalty: 1568.795776
	Iteration 0F: 2 clusters Score -1412897 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -1402162.500000 Penalty: 3137.591553
	Iteration 0F: 3 clusters Score -1402162 nChanged 6888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1405847.000000 Penalty: 3137.591553
	Iteration 1F: 3 clusters Score -1405847 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1406153.250000 Penalty: 3137.591553
	Iteration 2F: 3 clusters Score -1406153 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1406375.375000 Penalty: 3137.591553
	Iteration 3Q: 3 clusters Score -1406375 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1406603.875000 Penalty: 3137.591553
	Iteration 4Q: 3 clusters Score -1406604 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1406838.000000 Penalty: 3137.591553
	Iteration 5Q: 3 clusters Score -1406838 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -1407157.000000 Penalty: 3137.591553
	Iteration 6Q: 3 clusters Score -1407157 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1407655.375000 Penalty: 3137.591553
	Iteration 7F: 3 clusters Score -1407655 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1408287.000000 Penalty: 3137.591553
	Iteration 8F: 3 clusters Score -1408287 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1409056.250000 Penalty: 3137.591553
	Iteration 9F: 3 clusters Score -1409056 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1409834.375000 Penalty: 3137.591553
	Iteration 10F: 3 clusters Score -1409834 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1410470.500000 Penalty: 3137.591553
	Iteration 11Q: 3 clusters Score -1410470 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1410966.875000 Penalty: 3137.591553
	Iteration 12Q: 3 clusters Score -1410967 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1411247.750000 Penalty: 3137.591553
	Iteration 13Q: 3 clusters Score -1411248 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1411397.625000 Penalty: 3137.591553
	Iteration 14Q: 3 clusters Score -1411398 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -1411492.375000 Penalty: 3137.591553
	Iteration 15Q: 3 clusters Score -1411492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1411532.875000 Penalty: 3137.591553
	Iteration 16Q: 3 clusters Score -1411533 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1411571.375000 Penalty: 3137.591553
	Iteration 17Q: 3 clusters Score -1411571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -1411581.625000 Penalty: 3137.591553
	Iteration 18Q: 3 clusters Score -1411582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1411590.875000 Penalty: 3137.591553
	Iteration 19Q: 3 clusters Score -1411591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -1411599.625000 Penalty: 3137.591553
	Iteration 20F: 3 clusters Score -1411600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1411607.375000 Penalty: 3137.591553
	Iteration 21Q: 3 clusters Score -1411607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1411608.125000 Penalty: 3137.591553
	Iteration 22Q: 3 clusters Score -1411608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1411612.875000 Penalty: 3137.591553
	Iteration 23Q: 3 clusters Score -1411613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1411611.625000 Penalty: 3137.591553
	Iteration 24Q: 3 clusters Score -1411612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1411611.625000 Penalty: 3137.591553
	Iteration 25F: 3 clusters Score -1411612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Entering Unmasked Estep 
Score: -16006.834961 Penalty: 891.952393
	Iteration 0F: 2 clusters Score -16006.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -15204.518555 Penalty: 1783.904785
	Iteration 0F: 3 clusters Score -15204.52 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15288.165039 Penalty: 1783.904785
	Iteration 1F: 3 clusters Score -15288.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15321.321289 Penalty: 1783.904785
	Iteration 2Q: 3 clusters Score -15321.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15334.124023 Penalty: 1783.904785
	Iteration 3Q: 3 clusters Score -15334.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -15337.644531 Penalty: 1783.904785
	Iteration 4Q: 3 clusters Score -15337.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15340.276367 Penalty: 1783.904785
	Iteration 5Q: 3 clusters Score -15340.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15357.635742 Penalty: 1783.904785
	Iteration 6Q: 3 clusters Score -15357.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15362.258789 Penalty: 1783.904785
	Iteration 7Q: 3 clusters Score -15362.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15367.122070 Penalty: 1783.904785
	Iteration 8Q: 3 clusters Score -15367.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -15376.153320 Penalty: 1783.904785
	Iteration 9Q: 3 clusters Score -15376.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15382.525391 Penalty: 1783.904785
	Iteration 10Q: 3 clusters Score -15382.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15393.200195 Penalty: 1783.904785
	Iteration 11Q: 3 clusters Score -15393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -15439.359375 Penalty: 1783.904785
	Iteration 12Q: 3 clusters Score -15439.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -15451.957031 Penalty: 1783.904785
	Iteration 13Q: 3 clusters Score -15451.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15455.717773 Penalty: 1783.904785
	Iteration 14Q: 3 clusters Score -15455.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15460.458008 Penalty: 1783.904785
	Iteration 15Q: 3 clusters Score -15460.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -15465.004883 Penalty: 1783.904785
	Iteration 16Q: 3 clusters Score -15465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15467.739258 Penalty: 1783.904785
	Iteration 17Q: 3 clusters Score -15467.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -15467.739258 Penalty: 1783.904785
	Iteration 18F: 3 clusters Score -15467.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Entering Unmasked Estep 
Score: -1372364.500000 Penalty: 1571.781372
	Iteration 0F: 2 clusters Score -1372364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1361448.875000 Penalty: 3143.562744
	Iteration 0F: 3 clusters Score -1361449 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1365806.750000 Penalty: 3143.562744
	Iteration 1F: 3 clusters Score -1365807 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1366994.500000 Penalty: 3143.562744
	Iteration 2F: 3 clusters Score -1366994 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1368315.500000 Penalty: 3143.562744
	Iteration 3F: 3 clusters Score -1368316 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1369509.125000 Penalty: 3143.562744
	Iteration 4F: 3 clusters Score -1369509 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1370263.875000 Penalty: 3143.562744
	Iteration 5F: 3 clusters Score -1370264 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1370675.125000 Penalty: 3143.562744
	Iteration 6Q: 3 clusters Score -1370675 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1370944.500000 Penalty: 3143.562744
	Iteration 7Q: 3 clusters Score -1370944 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1371104 nChanged 292
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1371176.375000 Penalty: 3143.562744
	Iteration 9Q: 3 clusters Score -1371176 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -1371227.500000 Penalty: 3143.562744
	Iteration 10Q: 3 clusters Score -1371228 nChanged 169
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -1371266.500000 Penalty: 3143.562744
	Iteration 11Q: 3 clusters Score -1371266 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1371293 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1371306.000000 Penalty: 3143.562744
	Iteration 13Q: 3 clusters Score -1371306 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -1371313.625000 Penalty: 3143.562744
	Iteration 14Q: 3 clusters Score -1371314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1371326.125000 Penalty: 3143.562744
	Iteration 15Q: 3 clusters Score -1371326 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1371340.500000 Penalty: 3143.562744
	Iteration 16Q: 3 clusters Score -1371340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1371349.625000 Penalty: 3143.562744
	Iteration 17Q: 3 clusters Score -1371350 nChanged 78
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1371368 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1371375 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1371385.625000 Penalty: 3143.562744
	Iteration 20F: 3 clusters Score -1371386 nChanged 66
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Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1371396.500000 Penalty: 3143.562744
	Iteration 21Q: 3 clusters Score -1371396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1371412.625000 Penalty: 3143.562744
	Iteration 22Q: 3 clusters Score -1371413 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1371422.000000 Penalty: 3143.562744
	Iteration 23Q: 3 clusters Score -1371422 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1371428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1371439.500000 Penalty: 3143.562744
	Iteration 25Q: 3 clusters Score -1371440 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1371450.625000 Penalty: 3143.562744
	Iteration 26Q: 3 clusters Score -1371451 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1371457 nChanged 50
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Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -1371464.875000 Penalty: 3143.562744
	Iteration 28Q: 3 clusters Score -1371465 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1371470 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1371472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1371477 nChanged 50
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1371480.625000 Penalty: 3143.562744
	Iteration 32Q: 3 clusters Score -1371481 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1371484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1371501 nChanged 65
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1371517.250000 Penalty: 3143.562744
	Iteration 35Q: 3 clusters Score -1371517 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1371525 nChanged 63
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1371536 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1371554 nChanged 96
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1371576 nChanged 106
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1371609.875000 Penalty: 3143.562744
	Iteration 40F: 3 clusters Score -1371610 nChanged 124
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1371660 nChanged 132
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1371704 nChanged 159
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1371773 nChanged 149
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1371833.875000 Penalty: 3143.562744
	Iteration 44Q: 3 clusters Score -1371834 nChanged 153
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1371892 nChanged 160
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1371952 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1371980.625000 Penalty: 3143.562744
	Iteration 47Q: 3 clusters Score -1371981 nChanged 105
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1372007.375000 Penalty: 3143.562744
	Iteration 48Q: 3 clusters Score -1372007 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -1372025.875000 Penalty: 3143.562744
	Iteration 49Q: 3 clusters Score -1372026 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1372035.875000 Penalty: 3143.562744
	Iteration 50Q: 3 clusters Score -1372036 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1372041.500000 Penalty: 3143.562744
	Iteration 51Q: 3 clusters Score -1372042 nChanged 46
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -1372048.875000 Penalty: 3143.562744
	Iteration 52Q: 3 clusters Score -1372049 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1372058.250000 Penalty: 3143.562744
	Iteration 53Q: 3 clusters Score -1372058 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -1372060.500000 Penalty: 3143.562744
	Iteration 54Q: 3 clusters Score -1372060 nChanged 33
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Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1372065 nChanged 29
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Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -1372066.875000 Penalty: 3143.562744
	Iteration 56Q: 3 clusters Score -1372067 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1372069.625000 Penalty: 3143.562744
	Iteration 57Q: 3 clusters Score -1372070 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1372071.000000 Penalty: 3143.562744
	Iteration 58Q: 3 clusters Score -1372071 nChanged 26
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Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1372075.000000 Penalty: 3143.562744
	Iteration 59Q: 3 clusters Score -1372075 nChanged 20
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Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1372075.750000 Penalty: 3143.562744
	Iteration 60F: 3 clusters Score -1372076 nChanged 22
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Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1372080 nChanged 22
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Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1372083.000000 Penalty: 3143.562744
	Iteration 62Q: 3 clusters Score -1372083 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1372084 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1372081 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1372090 nChanged 25
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Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1372097 nChanged 28
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Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1372100 nChanged 22
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Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1372104.375000 Penalty: 3143.562744
	Iteration 68Q: 3 clusters Score -1372104 nChanged 16
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Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1372104 nChanged 16
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Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1372100 nChanged 21
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Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1372106.375000 Penalty: 3143.562744
	Iteration 71Q: 3 clusters Score -1372106 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1372104 nChanged 12
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Mstep: Class 1 contains 10400 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1372108 nChanged 13
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Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1372106 nChanged 21
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Mstep: Class 1 contains 10430 members 
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	Iteration 75Q: 3 clusters Score -1372109 nChanged 13
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Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1372109 nChanged 12
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Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5420 members 
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Score: -1372113.500000 Penalty: 3143.562744
	Iteration 77Q: 3 clusters Score -1372114 nChanged 17
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Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1372110 nChanged 10
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Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1372111.625000 Penalty: 3143.562744
	Iteration 79Q: 3 clusters Score -1372112 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1372114.375000 Penalty: 3143.562744
	Iteration 80F: 3 clusters Score -1372114 nChanged 7
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Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1372113 nChanged 14
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Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1372114 nChanged 11
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Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1372118 nChanged 13
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	Iteration 84Q: 3 clusters Score -1372116 nChanged 12
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	Iteration 85Q: 3 clusters Score -1372121 nChanged 10
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	Iteration 86Q: 3 clusters Score -1372120 nChanged 11
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Mstep: Class 1 contains 10566 members 
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	Iteration 87Q: 3 clusters Score -1372120 nChanged 9
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Mstep: Class 1 contains 10575 members 
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	Iteration 88Q: 3 clusters Score -1372122 nChanged 9
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Mstep: Class 1 contains 10584 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1372123 nChanged 6
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Mstep: Class 1 contains 10590 members 
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Entering Unmasked Estep 
Score: -1372126.375000 Penalty: 3143.562744
	Iteration 90Q: 3 clusters Score -1372126 nChanged 3
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Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1372127 nChanged 5
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Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1372127 nChanged 3
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Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1372128 nChanged 5
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Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1372126 nChanged 5
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Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 5264 members 
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	Iteration 95Q: 3 clusters Score -1372126 nChanged 2
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Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1372129 nChanged 2
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Mstep: Class 1 contains 10615 members 
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	Iteration 97Q: 3 clusters Score -1372128 nChanged 1
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Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 5259 members 
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	Iteration 98Q: 3 clusters Score -1372128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1372127.500000 Penalty: 3143.562744
	Iteration 99Q: 3 clusters Score -1372128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1372126.500000 Penalty: 3143.562744
	Iteration 100F: 3 clusters Score -1372126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1372127.875000 Penalty: 3143.562744
	Iteration 101Q: 3 clusters Score -1372128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1372129.000000 Penalty: 3143.562744
	Iteration 102Q: 3 clusters Score -1372129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1372128.875000 Penalty: 3143.562744
	Iteration 103Q: 3 clusters Score -1372129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -1372129.375000 Penalty: 3143.562744
	Iteration 104Q: 3 clusters Score -1372129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1372129.250000 Penalty: 3143.562744
	Iteration 105Q: 3 clusters Score -1372129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1372129.250000 Penalty: 3143.562744
	Iteration 106F: 3 clusters Score -1372129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Entering Unmasked Estep 
Score: -269864.375000 Penalty: 1313.289917
	Iteration 0F: 2 clusters Score -269864.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -266941.531250 Penalty: 2626.579834
	Iteration 0F: 3 clusters Score -266941.5 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -267705.562500 Penalty: 2626.579834
	Iteration 1F: 3 clusters Score -267705.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -267908.312500 Penalty: 2626.579834
	Iteration 2F: 3 clusters Score -267908.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -268053.562500 Penalty: 2626.579834
	Iteration 3F: 3 clusters Score -268053.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -268185.281250 Penalty: 2626.579834
	Iteration 4F: 3 clusters Score -268185.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -268337.281250 Penalty: 2626.579834
	Iteration 5Q: 3 clusters Score -268337.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268492.468750 Penalty: 2626.579834
	Iteration 6F: 3 clusters Score -268492.5 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -268645.531250 Penalty: 2626.579834
	Iteration 7F: 3 clusters Score -268645.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -268750.187500 Penalty: 2626.579834
	Iteration 8Q: 3 clusters Score -268750.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268824.156250 Penalty: 2626.579834
	Iteration 9Q: 3 clusters Score -268824.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -268868.625000 Penalty: 2626.579834
	Iteration 10Q: 3 clusters Score -268868.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -268910.281250 Penalty: 2626.579834
	Iteration 11Q: 3 clusters Score -268910.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -268961.250000 Penalty: 2626.579834
	Iteration 12Q: 3 clusters Score -268961.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -268990.968750 Penalty: 2626.579834
	Iteration 13Q: 3 clusters Score -268991 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -269006.218750 Penalty: 2626.579834
	Iteration 14Q: 3 clusters Score -269006.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -269017.250000 Penalty: 2626.579834
	Iteration 15Q: 3 clusters Score -269017.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -269025.281250 Penalty: 2626.579834
	Iteration 16Q: 3 clusters Score -269025.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -269028.625000 Penalty: 2626.579834
	Iteration 17Q: 3 clusters Score -269028.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -269031.500000 Penalty: 2626.579834
	Iteration 18Q: 3 clusters Score -269031.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -269033.687500 Penalty: 2626.579834
	Iteration 19Q: 3 clusters Score -269033.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -269034.250000 Penalty: 2626.579834
	Iteration 20F: 3 clusters Score -269034.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -269036.343750 Penalty: 2626.579834
	Iteration 21Q: 3 clusters Score -269036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -269037.343750 Penalty: 2626.579834
	Iteration 22Q: 3 clusters Score -269037.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -269038.218750 Penalty: 2626.579834
	Iteration 23Q: 3 clusters Score -269038.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -269038.875000 Penalty: 2626.579834
	Iteration 24Q: 3 clusters Score -269038.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -269039.968750 Penalty: 2626.579834
	Iteration 25Q: 3 clusters Score -269040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -269040.062500 Penalty: 2626.579834
	Iteration 26Q: 3 clusters Score -269040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -269039.875000 Penalty: 2626.579834
	Iteration 27Q: 3 clusters Score -269039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -269040.250000 Penalty: 2626.579834
	Iteration 28Q: 3 clusters Score -269040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -269040.843750 Penalty: 2626.579834
	Iteration 29Q: 3 clusters Score -269040.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -269041.281250 Penalty: 2626.579834
	Iteration 30Q: 3 clusters Score -269041.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -269042.000000 Penalty: 2626.579834
	Iteration 31Q: 3 clusters Score -269042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -269043.187500 Penalty: 2626.579834
	Iteration 32Q: 3 clusters Score -269043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -269043.843750 Penalty: 2626.579834
	Iteration 33Q: 3 clusters Score -269043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -269044.500000 Penalty: 2626.579834
	Iteration 34Q: 3 clusters Score -269044.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -269044.781250 Penalty: 2626.579834
	Iteration 35Q: 3 clusters Score -269044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -269045.093750 Penalty: 2626.579834
	Iteration 36Q: 3 clusters Score -269045.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -269045.500000 Penalty: 2626.579834
	Iteration 37Q: 3 clusters Score -269045.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -269045.812500 Penalty: 2626.579834
	Iteration 38Q: 3 clusters Score -269045.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -269046.312500 Penalty: 2626.579834
	Iteration 39Q: 3 clusters Score -269046.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -269046.312500 Penalty: 2626.579834
	Iteration 40F: 3 clusters Score -269046.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -200491.906250 Penalty: 1272.702271
	Iteration 0F: 2 clusters Score -200491.9 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 1224 members 
Entering Unmasked Estep 
Score: -198135.156250 Penalty: 2545.404541
	Iteration 0F: 3 clusters Score -198135.2 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -198861.531250 Penalty: 2545.404541
	Iteration 1F: 3 clusters Score -198861.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -199175.734375 Penalty: 2545.404541
	Iteration 2F: 3 clusters Score -199175.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -199440.843750 Penalty: 2545.404541
	Iteration 3F: 3 clusters Score -199440.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -199635.031250 Penalty: 2545.404541
	Iteration 4F: 3 clusters Score -199635 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -199782.875000 Penalty: 2545.404541
	Iteration 5Q: 3 clusters Score -199782.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -199899.171875 Penalty: 2545.404541
	Iteration 6Q: 3 clusters Score -199899.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -199998.531250 Penalty: 2545.404541
	Iteration 7Q: 3 clusters Score -199998.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -200123.234375 Penalty: 2545.404541
	Iteration 8Q: 3 clusters Score -200123.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -200254.218750 Penalty: 2545.404541
	Iteration 9Q: 3 clusters Score -200254.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -200373.234375 Penalty: 2545.404541
	Iteration 10Q: 3 clusters Score -200373.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -200460.625000 Penalty: 2545.404541
	Iteration 11Q: 3 clusters Score -200460.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -200531.046875 Penalty: 2545.404541
	Iteration 12Q: 3 clusters Score -200531 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -200608.828125 Penalty: 2545.404541
	Iteration 13Q: 3 clusters Score -200608.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -200689.531250 Penalty: 2545.404541
	Iteration 14Q: 3 clusters Score -200689.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -200798.125000 Penalty: 2545.404541
	Iteration 15Q: 3 clusters Score -200798.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -200950.984375 Penalty: 2545.404541
	Iteration 16Q: 3 clusters Score -200951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -201143.687500 Penalty: 2545.404541
	Iteration 17Q: 3 clusters Score -201143.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -201259.812500 Penalty: 2545.404541
	Iteration 18Q: 3 clusters Score -201259.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -201304.140625 Penalty: 2545.404541
	Iteration 19Q: 3 clusters Score -201304.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -201338.265625 Penalty: 2545.404541
	Iteration 20F: 3 clusters Score -201338.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -201360.390625 Penalty: 2545.404541
	Iteration 21Q: 3 clusters Score -201360.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -201367.921875 Penalty: 2545.404541
	Iteration 22Q: 3 clusters Score -201367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -201371.156250 Penalty: 2545.404541
	Iteration 23Q: 3 clusters Score -201371.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -201373.484375 Penalty: 2545.404541
	Iteration 24Q: 3 clusters Score -201373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -201373.484375 Penalty: 2545.404541
	Iteration 25F: 3 clusters Score -201373.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 3536 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Entering Unmasked Estep 
Score: -40875952.000000 Penalty: 82980.742188
Splitting cluster 16 changes total score from -40874640.000000 to -40875952.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 17 (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: -121162.445312 Penalty: 1185.115356
	Iteration 0F: 2 clusters Score -121162.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -119389.335938 Penalty: 2370.230713
	Iteration 0F: 3 clusters Score -119389.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -119764.750000 Penalty: 2370.230713
	Iteration 1F: 3 clusters Score -119764.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -119877.929688 Penalty: 2370.230713
	Iteration 2F: 3 clusters Score -119877.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -119944.773438 Penalty: 2370.230713
	Iteration 3F: 3 clusters Score -119944.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -119985.789062 Penalty: 2370.230713
	Iteration 4Q: 3 clusters Score -119985.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120022.273438 Penalty: 2370.230713
	Iteration 5Q: 3 clusters Score -120022.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -120054.023438 Penalty: 2370.230713
	Iteration 6Q: 3 clusters Score -120054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120086.039062 Penalty: 2370.230713
	Iteration 7Q: 3 clusters Score -120086 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -120118.031250 Penalty: 2370.230713
	Iteration 8Q: 3 clusters Score -120118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -120149.140625 Penalty: 2370.230713
	Iteration 9Q: 3 clusters Score -120149.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -120169.000000 Penalty: 2370.230713
	Iteration 10Q: 3 clusters Score -120169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -120185.828125 Penalty: 2370.230713
	Iteration 11Q: 3 clusters Score -120185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120197.421875 Penalty: 2370.230713
	Iteration 12Q: 3 clusters Score -120197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120212.312500 Penalty: 2370.230713
	Iteration 13Q: 3 clusters Score -120212.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -120232.023438 Penalty: 2370.230713
	Iteration 14Q: 3 clusters Score -120232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120258.679688 Penalty: 2370.230713
	Iteration 15Q: 3 clusters Score -120258.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -120278.140625 Penalty: 2370.230713
	Iteration 16Q: 3 clusters Score -120278.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -120284.375000 Penalty: 2370.230713
	Iteration 17Q: 3 clusters Score -120284.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -120299.781250 Penalty: 2370.230713
	Iteration 18Q: 3 clusters Score -120299.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -120317.742188 Penalty: 2370.230713
	Iteration 19Q: 3 clusters Score -120317.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -120325.773438 Penalty: 2370.230713
	Iteration 20F: 3 clusters Score -120325.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -120338.476562 Penalty: 2370.230713
	Iteration 21Q: 3 clusters Score -120338.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -120349.398438 Penalty: 2370.230713
	Iteration 22Q: 3 clusters Score -120349.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -120360.515625 Penalty: 2370.230713
	Iteration 23Q: 3 clusters Score -120360.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -120366.750000 Penalty: 2370.230713
	Iteration 24Q: 3 clusters Score -120366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120378.796875 Penalty: 2370.230713
	Iteration 25Q: 3 clusters Score -120378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -120390.898438 Penalty: 2370.230713
	Iteration 26Q: 3 clusters Score -120390.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -120394.515625 Penalty: 2370.230713
	Iteration 27Q: 3 clusters Score -120394.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -120400.570312 Penalty: 2370.230713
	Iteration 28Q: 3 clusters Score -120400.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120408.304688 Penalty: 2370.230713
	Iteration 29Q: 3 clusters Score -120408.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -120423.375000 Penalty: 2370.230713
	Iteration 30Q: 3 clusters Score -120423.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120440.242188 Penalty: 2370.230713
	Iteration 31Q: 3 clusters Score -120440.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -120446.289062 Penalty: 2370.230713
	Iteration 32Q: 3 clusters Score -120446.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -120451.445312 Penalty: 2370.230713
	Iteration 33Q: 3 clusters Score -120451.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -120454.835938 Penalty: 2370.230713
	Iteration 34Q: 3 clusters Score -120454.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -120455.492188 Penalty: 2370.230713
	Iteration 35Q: 3 clusters Score -120455.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -120456.109375 Penalty: 2370.230713
	Iteration 36Q: 3 clusters Score -120456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -120456.570312 Penalty: 2370.230713
	Iteration 37Q: 3 clusters Score -120456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -120458.640625 Penalty: 2370.230713
	Iteration 38Q: 3 clusters Score -120458.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -120459.414062 Penalty: 2370.230713
	Iteration 39Q: 3 clusters Score -120459.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -120461.515625 Penalty: 2370.230713
	Iteration 40F: 3 clusters Score -120461.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120461.851562 Penalty: 2370.230713
	Iteration 41Q: 3 clusters Score -120461.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -120461.851562 Penalty: 2370.230713
	Iteration 42F: 3 clusters Score -120461.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Entering Unmasked Estep 
Score: -1118948.625000 Penalty: 1527.010254
	Iteration 0F: 2 clusters Score -1118949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1110419.625000 Penalty: 3054.020508
	Iteration 0F: 3 clusters Score -1110420 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1113166.875000 Penalty: 3054.020508
	Iteration 1F: 3 clusters Score -1113167 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1113409.625000 Penalty: 3054.020508
	Iteration 2F: 3 clusters Score -1113410 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1113587.625000 Penalty: 3054.020508
	Iteration 3Q: 3 clusters Score -1113588 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1113761.125000 Penalty: 3054.020508
	Iteration 4Q: 3 clusters Score -1113761 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1113919.625000 Penalty: 3054.020508
	Iteration 5Q: 3 clusters Score -1113920 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1114093.500000 Penalty: 3054.020508
	Iteration 6Q: 3 clusters Score -1114094 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1114289.750000 Penalty: 3054.020508
	Iteration 7Q: 3 clusters Score -1114290 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1114510.000000 Penalty: 3054.020508
	Iteration 8Q: 3 clusters Score -1114510 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1114809.500000 Penalty: 3054.020508
	Iteration 9Q: 3 clusters Score -1114810 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1115214.750000 Penalty: 3054.020508
	Iteration 10F: 3 clusters Score -1115215 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1115734.750000 Penalty: 3054.020508
	Iteration 11F: 3 clusters Score -1115735 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1116286.250000 Penalty: 3054.020508
	Iteration 12F: 3 clusters Score -1116286 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1116765.500000 Penalty: 3054.020508
	Iteration 13Q: 3 clusters Score -1116766 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1117085.750000 Penalty: 3054.020508
	Iteration 14Q: 3 clusters Score -1117086 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1117284.625000 Penalty: 3054.020508
	Iteration 15Q: 3 clusters Score -1117285 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -1117385.875000 Penalty: 3054.020508
	Iteration 16Q: 3 clusters Score -1117386 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1117459.250000 Penalty: 3054.020508
	Iteration 17Q: 3 clusters Score -1117459 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1117506.750000 Penalty: 3054.020508
	Iteration 18Q: 3 clusters Score -1117507 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1117539.500000 Penalty: 3054.020508
	Iteration 19Q: 3 clusters Score -1117540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1117568.000000 Penalty: 3054.020508
	Iteration 20F: 3 clusters Score -1117568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -1117584.500000 Penalty: 3054.020508
	Iteration 21Q: 3 clusters Score -1117584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -1117592.500000 Penalty: 3054.020508
	Iteration 22Q: 3 clusters Score -1117592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -1117600.250000 Penalty: 3054.020508
	Iteration 23Q: 3 clusters Score -1117600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1117608.625000 Penalty: 3054.020508
	Iteration 24Q: 3 clusters Score -1117609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -1117617.000000 Penalty: 3054.020508
	Iteration 25Q: 3 clusters Score -1117617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -1117625.375000 Penalty: 3054.020508
	Iteration 26Q: 3 clusters Score -1117625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1117626.625000 Penalty: 3054.020508
	Iteration 27Q: 3 clusters Score -1117627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1117626.625000 Penalty: 3054.020508
	Iteration 28F: 3 clusters Score -1117627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Entering Unmasked Estep 
Score: -293505.250000 Penalty: 1327.747070
	Iteration 0F: 2 clusters Score -293505.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -290494.906250 Penalty: 2655.494141
	Iteration 0F: 3 clusters Score -290494.9 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -291685.625000 Penalty: 2655.494141
	Iteration 1F: 3 clusters Score -291685.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -292300.156250 Penalty: 2655.494141
	Iteration 2F: 3 clusters Score -292300.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -292678.312500 Penalty: 2655.494141
	Iteration 3F: 3 clusters Score -292678.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -292902.781250 Penalty: 2655.494141
	Iteration 4F: 3 clusters Score -292902.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -293094.312500 Penalty: 2655.494141
	Iteration 5Q: 3 clusters Score -293094.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -293265.406250 Penalty: 2655.494141
	Iteration 6Q: 3 clusters Score -293265.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -293395.125000 Penalty: 2655.494141
	Iteration 7Q: 3 clusters Score -293395.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -293542.250000 Penalty: 2655.494141
	Iteration 8Q: 3 clusters Score -293542.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -293682.625000 Penalty: 2655.494141
	Iteration 9Q: 3 clusters Score -293682.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -293744.750000 Penalty: 2655.494141
	Iteration 10Q: 3 clusters Score -293744.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -293771.656250 Penalty: 2655.494141
	Iteration 11Q: 3 clusters Score -293771.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -293796.281250 Penalty: 2655.494141
	Iteration 12Q: 3 clusters Score -293796.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -293811.593750 Penalty: 2655.494141
	Iteration 13Q: 3 clusters Score -293811.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -293824.093750 Penalty: 2655.494141
	Iteration 14Q: 3 clusters Score -293824.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -293830.125000 Penalty: 2655.494141
	Iteration 15Q: 3 clusters Score -293830.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -293833.593750 Penalty: 2655.494141
	Iteration 16Q: 3 clusters Score -293833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -293835.343750 Penalty: 2655.494141
	Iteration 17Q: 3 clusters Score -293835.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -293838.156250 Penalty: 2655.494141
	Iteration 18Q: 3 clusters Score -293838.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -293841.000000 Penalty: 2655.494141
	Iteration 19Q: 3 clusters Score -293841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -293843.812500 Penalty: 2655.494141
	Iteration 20F: 3 clusters Score -293843.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -293844.625000 Penalty: 2655.494141
	Iteration 21Q: 3 clusters Score -293844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -293844.625000 Penalty: 2655.494141
	Iteration 22F: 3 clusters Score -293844.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3528 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Entering Unmasked Estep 
Score: -40875472.000000 Penalty: 85108.453125
Splitting cluster 19 changes total score from -40874640.000000 to -40875472.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 20 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -511475.656250 Penalty: 1410.166992
	Iteration 0F: 2 clusters Score -511475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -506989.312500 Penalty: 2820.333984
	Iteration 0F: 3 clusters Score -506989.3 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -508315.187500 Penalty: 2820.333984
	Iteration 1F: 3 clusters Score -508315.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -508526.156250 Penalty: 2820.333984
	Iteration 2F: 3 clusters Score -508526.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -508690.812500 Penalty: 2820.333984
	Iteration 3F: 3 clusters Score -508690.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -508857.656250 Penalty: 2820.333984
	Iteration 4F: 3 clusters Score -508857.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -509028.125000 Penalty: 2820.333984
	Iteration 5Q: 3 clusters Score -509028.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -509255.656250 Penalty: 2820.333984
	Iteration 6F: 3 clusters Score -509255.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -509480.218750 Penalty: 2820.333984
	Iteration 7F: 3 clusters Score -509480.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -509696.906250 Penalty: 2820.333984
	Iteration 8F: 3 clusters Score -509696.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -509862.843750 Penalty: 2820.333984
	Iteration 9Q: 3 clusters Score -509862.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -509971.281250 Penalty: 2820.333984
	Iteration 10Q: 3 clusters Score -509971.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -510056.156250 Penalty: 2820.333984
	Iteration 11Q: 3 clusters Score -510056.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -510124.375000 Penalty: 2820.333984
	Iteration 12Q: 3 clusters Score -510124.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -510160.375000 Penalty: 2820.333984
	Iteration 13Q: 3 clusters Score -510160.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -510192.750000 Penalty: 2820.333984
	Iteration 14Q: 3 clusters Score -510192.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -510225.593750 Penalty: 2820.333984
	Iteration 15Q: 3 clusters Score -510225.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -510254.750000 Penalty: 2820.333984
	Iteration 16Q: 3 clusters Score -510254.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -510272.031250 Penalty: 2820.333984
	Iteration 17Q: 3 clusters Score -510272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -510282.968750 Penalty: 2820.333984
	Iteration 18Q: 3 clusters Score -510283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -510290.281250 Penalty: 2820.333984
	Iteration 19Q: 3 clusters Score -510290.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -510299.406250 Penalty: 2820.333984
	Iteration 20F: 3 clusters Score -510299.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -510307.593750 Penalty: 2820.333984
	Iteration 21Q: 3 clusters Score -510307.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -510312.343750 Penalty: 2820.333984
	Iteration 22Q: 3 clusters Score -510312.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -510314.000000 Penalty: 2820.333984
	Iteration 23Q: 3 clusters Score -510314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -510320.406250 Penalty: 2820.333984
	Iteration 24Q: 3 clusters Score -510320.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -510322.781250 Penalty: 2820.333984
	Iteration 25Q: 3 clusters Score -510322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -510325.218750 Penalty: 2820.333984
	Iteration 26Q: 3 clusters Score -510325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -510326.593750 Penalty: 2820.333984
	Iteration 27Q: 3 clusters Score -510326.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -510329.500000 Penalty: 2820.333984
	Iteration 28Q: 3 clusters Score -510329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -510331.875000 Penalty: 2820.333984
	Iteration 29Q: 3 clusters Score -510331.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -510332.906250 Penalty: 2820.333984
	Iteration 30Q: 3 clusters Score -510332.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -510335.500000 Penalty: 2820.333984
	Iteration 31Q: 3 clusters Score -510335.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -510337.687500 Penalty: 2820.333984
	Iteration 32Q: 3 clusters Score -510337.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -510339.031250 Penalty: 2820.333984
	Iteration 33Q: 3 clusters Score -510339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -510340.968750 Penalty: 2820.333984
	Iteration 34Q: 3 clusters Score -510341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -510345.156250 Penalty: 2820.333984
	Iteration 35Q: 3 clusters Score -510345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -510345.750000 Penalty: 2820.333984
	Iteration 36Q: 3 clusters Score -510345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -510346.468750 Penalty: 2820.333984
	Iteration 37Q: 3 clusters Score -510346.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -510346.906250 Penalty: 2820.333984
	Iteration 38Q: 3 clusters Score -510346.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -510346.218750 Penalty: 2820.333984
	Iteration 39Q: 3 clusters Score -510346.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -510346.218750 Penalty: 2820.333984
	Iteration 40F: 3 clusters Score -510346.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Entering Unmasked Estep 
Score: -308742.812500 Penalty: 1327.379028
	Iteration 0F: 2 clusters Score -308742.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -305681.968750 Penalty: 2654.758057
	Iteration 0F: 3 clusters Score -305682 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -306598.468750 Penalty: 2654.758057
	Iteration 1F: 3 clusters Score -306598.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -306977.156250 Penalty: 2654.758057
	Iteration 2F: 3 clusters Score -306977.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -307325.937500 Penalty: 2654.758057
	Iteration 3F: 3 clusters Score -307325.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -307621.812500 Penalty: 2654.758057
	Iteration 4F: 3 clusters Score -307621.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -307894.812500 Penalty: 2654.758057
	Iteration 5F: 3 clusters Score -307894.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -308162.187500 Penalty: 2654.758057
	Iteration 6F: 3 clusters Score -308162.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -308419.031250 Penalty: 2654.758057
	Iteration 7F: 3 clusters Score -308419 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -308629.437500 Penalty: 2654.758057
	Iteration 8F: 3 clusters Score -308629.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -308767.562500 Penalty: 2654.758057
	Iteration 9Q: 3 clusters Score -308767.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -308850.875000 Penalty: 2654.758057
	Iteration 10Q: 3 clusters Score -308850.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -308925.875000 Penalty: 2654.758057
	Iteration 11Q: 3 clusters Score -308925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -308958.718750 Penalty: 2654.758057
	Iteration 12Q: 3 clusters Score -308958.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -308988.500000 Penalty: 2654.758057
	Iteration 13Q: 3 clusters Score -308988.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -309016.906250 Penalty: 2654.758057
	Iteration 14Q: 3 clusters Score -309016.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -309025.375000 Penalty: 2654.758057
	Iteration 15Q: 3 clusters Score -309025.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -309028.375000 Penalty: 2654.758057
	Iteration 16Q: 3 clusters Score -309028.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -309029.625000 Penalty: 2654.758057
	Iteration 17Q: 3 clusters Score -309029.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -309032.593750 Penalty: 2654.758057
	Iteration 18Q: 3 clusters Score -309032.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -309034.750000 Penalty: 2654.758057
	Iteration 19Q: 3 clusters Score -309034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -309034.750000 Penalty: 2654.758057
	Iteration 20F: 3 clusters Score -309034.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 13565 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Entering Unmasked Estep 
Score: -40874972.000000 Penalty: 87236.164062
Splitting cluster 21 changes total score from -40874640.000000 to -40874972.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 22 (107768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107768 members 
Entering Unmasked Estep 
Score: -9397786.000000 Penalty: 1883.007080
	Iteration 0F: 2 clusters Score -9397786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Mstep: Class 2 contains 53934 members 
Entering Unmasked Estep 
Score: -9325636.000000 Penalty: 3766.014160
	Iteration 0F: 3 clusters Score -9325636 nChanged 51780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 54158 members 
Entering Unmasked Estep 
Score: -9355493.000000 Penalty: 3766.014160
	Iteration 1F: 3 clusters Score -9355493 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 54183 members 
Entering Unmasked Estep 
Score: -9356218.000000 Penalty: 3766.014160
	Iteration 2Q: 3 clusters Score -9356218 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 54257 members 
Entering Unmasked Estep 
Score: -9357221.000000 Penalty: 3766.014160
	Iteration 3Q: 3 clusters Score -9357221 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9358413.000000 Penalty: 3766.014160
	Iteration 4Q: 3 clusters Score -9358413 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -9360107.000000 Penalty: 3766.014160
	Iteration 5Q: 3 clusters Score -9360107 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -9362265.000000 Penalty: 3766.014160
	Iteration 6Q: 3 clusters Score -9362265 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 54787 members 
Entering Unmasked Estep 
Score: -9364916.000000 Penalty: 3766.014160
	Iteration 7F: 3 clusters Score -9364916 nChanged 5655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 55184 members 
Entering Unmasked Estep 
Score: -9367747.000000 Penalty: 3766.014160
	Iteration 8F: 3 clusters Score -9367747 nChanged 5501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -9370525.000000 Penalty: 3766.014160
	Iteration 9F: 3 clusters Score -9370525 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51389 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -9373025.000000 Penalty: 3766.014160
	Iteration 10Q: 3 clusters Score -9373025 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -9375189.000000 Penalty: 3766.014160
	Iteration 11Q: 3 clusters Score -9375189 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 57337 members 
Entering Unmasked Estep 
Score: -9376713.000000 Penalty: 3766.014160
	Iteration 12Q: 3 clusters Score -9376713 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 57589 members 
Entering Unmasked Estep 
Score: -9377641.000000 Penalty: 3766.014160
	Iteration 13Q: 3 clusters Score -9377641 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 57792 members 
Entering Unmasked Estep 
Score: -9378196.000000 Penalty: 3766.014160
	Iteration 14Q: 3 clusters Score -9378196 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49852 members 
Mstep: Class 2 contains 57916 members 
Entering Unmasked Estep 
Score: -9378529.000000 Penalty: 3766.014160
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 58155 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 58281 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9379456 nChanged 1325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9379819 nChanged 1337
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9380080 nChanged 1351
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Mstep: Class 1 contains 49236 members 
Mstep: Class 2 contains 58532 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9380391 nChanged 1358
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Mstep: Class 1 contains 49100 members 
Mstep: Class 2 contains 58668 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9380692 nChanged 1407
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Mstep: Class 1 contains 48911 members 
Mstep: Class 2 contains 58857 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9381081 nChanged 1375
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48712 members 
Mstep: Class 2 contains 59056 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 59333 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9381723 nChanged 1342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 59609 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9382035 nChanged 1250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47833 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9382259 nChanged 1164
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47489 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9382483 nChanged 1174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47031 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9382767 nChanged 1148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46595 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9383045 nChanged 1196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46117 members 
Mstep: Class 2 contains 61651 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9383309 nChanged 1169
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Mstep: Class 1 contains 45600 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9383601 nChanged 1121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45023 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9383851 nChanged 1084
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44405 members 
Mstep: Class 2 contains 63363 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9384094 nChanged 997
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43788 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9384283 nChanged 1007
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43129 members 
Mstep: Class 2 contains 64639 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9384501 nChanged 953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42440 members 
Mstep: Class 2 contains 65328 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9384631 nChanged 924
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 66026 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9384757 nChanged 894
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Mstep: Class 1 contains 41000 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9384946 nChanged 867
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Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9385056 nChanged 855
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Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 68320 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38617 members 
Mstep: Class 2 contains 69151 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 69999 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9385449 nChanged 883
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Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 70870 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 72664 members 
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Mstep: Class 2 contains 73625 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 32077 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 76816 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29795 members 
Mstep: Class 2 contains 77973 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 79088 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9387654 nChanged 1290
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Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 81578 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 82975 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 84394 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 85833 members 
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Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 87305 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 19004 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 90215 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9391737 nChanged 1381
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 93031 members 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13444 members 
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9392825 nChanged 1239
Entering Unmasked Mstep 
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Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 96689 members 
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	Iteration 65Q: 3 clusters Score -9393769 nChanged 1016
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9394126 nChanged 893
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Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 98598 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9394432 nChanged 817
Entering Unmasked Mstep 
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Mstep: Class 2 contains 99413 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9394716 nChanged 728
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7627 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9394956 nChanged 709
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 100850 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9395186 nChanged 596
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 101446 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9395394 nChanged 502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 101948 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9395534 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 102382 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9395646 nChanged 377
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	Iteration 74Q: 3 clusters Score -9395781 nChanged 329
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Mstep: Class 1 contains 4682 members 
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Mstep: Class 1 contains 4385 members 
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Mstep: Class 1 contains 4128 members 
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	Iteration 77Q: 3 clusters Score -9395945 nChanged 238
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Mstep: Class 1 contains 3890 members 
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	Iteration 78Q: 3 clusters Score -9395993 nChanged 230
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Mstep: Class 1 contains 3660 members 
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	Iteration 79Q: 3 clusters Score -9396076 nChanged 175
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Mstep: Class 1 contains 3487 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9396141 nChanged 166
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	Iteration 81Q: 3 clusters Score -9396146 nChanged 153
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Mstep: Class 2 contains 104594 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9396240 nChanged 123
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Mstep: Class 1 contains 3051 members 
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	Iteration 83Q: 3 clusters Score -9396268 nChanged 123
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Mstep: Class 1 contains 2930 members 
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	Iteration 84Q: 3 clusters Score -9396313 nChanged 100
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	Iteration 85Q: 3 clusters Score -9396328 nChanged 101
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	Iteration 86Q: 3 clusters Score -9396364 nChanged 88
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	Iteration 87Q: 3 clusters Score -9396379 nChanged 70
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	Iteration 88Q: 3 clusters Score -9396372 nChanged 62
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	Iteration 89Q: 3 clusters Score -9396376 nChanged 50
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	Iteration 90Q: 3 clusters Score -9396354 nChanged 44
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	Iteration 91Q: 3 clusters Score -9396352 nChanged 48
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	Iteration 92Q: 3 clusters Score -9396380 nChanged 34
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	Iteration 93Q: 3 clusters Score -9396392 nChanged 40
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	Iteration 94Q: 3 clusters Score -9396405 nChanged 44
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	Iteration 95Q: 3 clusters Score -9396417 nChanged 44
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	Iteration 96Q: 3 clusters Score -9396416 nChanged 25
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	Iteration 97Q: 3 clusters Score -9396435 nChanged 12
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	Iteration 98Q: 3 clusters Score -9396444 nChanged 14
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	Iteration 99Q: 3 clusters Score -9396445 nChanged 14
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Mstep: Class 2 contains 105594 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9396436 nChanged 16
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9396431 nChanged 10
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9396440 nChanged 9
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9396448 nChanged 11
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	Iteration 104Q: 3 clusters Score -9396446 nChanged 13
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	Iteration 105Q: 3 clusters Score -9396447 nChanged 9
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9396457 nChanged 7
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	Iteration 107Q: 3 clusters Score -9396466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 105666 members 
Entering Unmasked Estep 
Score: -9396461.000000 Penalty: 3766.014160
	Iteration 108Q: 3 clusters Score -9396461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 105669 members 
Entering Unmasked Estep 
Score: -9396463.000000 Penalty: 3766.014160
	Iteration 109Q: 3 clusters Score -9396463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 105672 members 
Entering Unmasked Estep 
Score: -9396470.000000 Penalty: 3766.014160
	Iteration 110Q: 3 clusters Score -9396470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 105675 members 
Entering Unmasked Estep 
Score: -9396472.000000 Penalty: 3766.014160
	Iteration 111Q: 3 clusters Score -9396472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 105676 members 
Entering Unmasked Estep 
Score: -9396471.000000 Penalty: 3766.014160
	Iteration 112Q: 3 clusters Score -9396471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 105677 members 
Entering Unmasked Estep 
Score: -9396468.000000 Penalty: 3766.014160
	Iteration 113Q: 3 clusters Score -9396468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -9396475.000000 Penalty: 3766.014160
	Iteration 114Q: 3 clusters Score -9396475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 105679 members 
Entering Unmasked Estep 
Score: -9396467.000000 Penalty: 3766.014160
	Iteration 115Q: 3 clusters Score -9396467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 105681 members 
Entering Unmasked Estep 
Score: -9396475.000000 Penalty: 3766.014160
	Iteration 116Q: 3 clusters Score -9396475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 105685 members 
Entering Unmasked Estep 
Score: -9396477.000000 Penalty: 3766.014160
	Iteration 117Q: 3 clusters Score -9396477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -9396483.000000 Penalty: 3766.014160
	Iteration 118Q: 3 clusters Score -9396483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 105694 members 
Entering Unmasked Estep 
Score: -9396479.000000 Penalty: 3766.014160
	Iteration 119Q: 3 clusters Score -9396479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 105698 members 
Entering Unmasked Estep 
Score: -9396470.000000 Penalty: 3766.014160
	Iteration 120F: 3 clusters Score -9396470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 105699 members 
Entering Unmasked Estep 
Score: -9396474.000000 Penalty: 3766.014160
	Iteration 121Q: 3 clusters Score -9396474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -9396478.000000 Penalty: 3766.014160
	Iteration 122Q: 3 clusters Score -9396478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 105700 members 
Entering Unmasked Estep 
Score: -9396478.000000 Penalty: 3766.014160
	Iteration 123F: 3 clusters Score -9396478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (13565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Entering Unmasked Estep 
Score: -1176766.500000 Penalty: 1546.227905
	Iteration 0F: 2 clusters Score -1176766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -1167259.375000 Penalty: 3092.455811
	Iteration 0F: 3 clusters Score -1167259 nChanged 6031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1170576.625000 Penalty: 3092.455811
	Iteration 1F: 3 clusters Score -1170577 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1171104.250000 Penalty: 3092.455811
	Iteration 2F: 3 clusters Score -1171104 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1171715.750000 Penalty: 3092.455811
	Iteration 3F: 3 clusters Score -1171716 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1172410.000000 Penalty: 3092.455811
	Iteration 4F: 3 clusters Score -1172410 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1173196.750000 Penalty: 3092.455811
	Iteration 5F: 3 clusters Score -1173197 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1174042.500000 Penalty: 3092.455811
	Iteration 6F: 3 clusters Score -1174042 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1175027.500000 Penalty: 3092.455811
	Iteration 7F: 3 clusters Score -1175028 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1175959.000000 Penalty: 3092.455811
	Iteration 8F: 3 clusters Score -1175959 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1176648.625000 Penalty: 3092.455811
	Iteration 9F: 3 clusters Score -1176649 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1177099.875000 Penalty: 3092.455811
	Iteration 10Q: 3 clusters Score -1177100 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1177390.875000 Penalty: 3092.455811
	Iteration 11Q: 3 clusters Score -1177391 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1177605.250000 Penalty: 3092.455811
	Iteration 12Q: 3 clusters Score -1177605 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1177755.625000 Penalty: 3092.455811
	Iteration 13Q: 3 clusters Score -1177756 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1177886.875000 Penalty: 3092.455811
	Iteration 14Q: 3 clusters Score -1177887 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1178021.750000 Penalty: 3092.455811
	Iteration 15Q: 3 clusters Score -1178022 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1178167.375000 Penalty: 3092.455811
	Iteration 16Q: 3 clusters Score -1178167 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1178265.125000 Penalty: 3092.455811
	Iteration 17Q: 3 clusters Score -1178265 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1178312.625000 Penalty: 3092.455811
	Iteration 18Q: 3 clusters Score -1178313 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1178361.125000 Penalty: 3092.455811
	Iteration 19Q: 3 clusters Score -1178361 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1178384.250000 Penalty: 3092.455811
	Iteration 20F: 3 clusters Score -1178384 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1178391.750000 Penalty: 3092.455811
	Iteration 21Q: 3 clusters Score -1178392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1178396.125000 Penalty: 3092.455811
	Iteration 22Q: 3 clusters Score -1178396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8758 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1178395.375000 Penalty: 3092.455811
	Iteration 23Q: 3 clusters Score -1178395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1178397.750000 Penalty: 3092.455811
	Iteration 24Q: 3 clusters Score -1178398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1178399.375000 Penalty: 3092.455811
	Iteration 25Q: 3 clusters Score -1178399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1178400.875000 Penalty: 3092.455811
	Iteration 26Q: 3 clusters Score -1178401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1178403.500000 Penalty: 3092.455811
	Iteration 27Q: 3 clusters Score -1178404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1178402.750000 Penalty: 3092.455811
	Iteration 28Q: 3 clusters Score -1178403 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1178403.875000 Penalty: 3092.455811
	Iteration 29Q: 3 clusters Score -1178404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1178403.375000 Penalty: 3092.455811
	Iteration 30Q: 3 clusters Score -1178403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1178406.500000 Penalty: 3092.455811
	Iteration 31Q: 3 clusters Score -1178406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1178406.500000 Penalty: 3092.455811
	Iteration 32Q: 3 clusters Score -1178406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1178407.125000 Penalty: 3092.455811
	Iteration 33Q: 3 clusters Score -1178407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1178404.750000 Penalty: 3092.455811
	Iteration 34Q: 3 clusters Score -1178405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1178404.625000 Penalty: 3092.455811
	Iteration 35Q: 3 clusters Score -1178405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1178404.875000 Penalty: 3092.455811
	Iteration 36Q: 3 clusters Score -1178405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1178406.000000 Penalty: 3092.455811
	Iteration 37Q: 3 clusters Score -1178406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1178405.125000 Penalty: 3092.455811
	Iteration 38Q: 3 clusters Score -1178405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1178406.625000 Penalty: 3092.455811
	Iteration 39Q: 3 clusters Score -1178407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1178405.500000 Penalty: 3092.455811
	Iteration 40F: 3 clusters Score -1178406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -1178408.250000 Penalty: 3092.455811
	Iteration 41Q: 3 clusters Score -1178408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1178408.500000 Penalty: 3092.455811
	Iteration 42Q: 3 clusters Score -1178408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1178408.750000 Penalty: 3092.455811
	Iteration 43Q: 3 clusters Score -1178409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1178408.750000 Penalty: 3092.455811
	Iteration 44F: 3 clusters Score -1178409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 33174 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Entering Unmasked Estep 
Score: -40876036.000000 Penalty: 89363.875000
Splitting cluster 23 changes total score from -40874640.000000 to -40876036.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 24 (4062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Entering Unmasked Estep 
Score: -309655.125000 Penalty: 1350.282593
	Iteration 0F: 2 clusters Score -309655.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -306283.375000 Penalty: 2700.565186
	Iteration 0F: 3 clusters Score -306283.4 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -307327.468750 Penalty: 2700.565186
	Iteration 1F: 3 clusters Score -307327.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -307577.906250 Penalty: 2700.565186
	Iteration 2F: 3 clusters Score -307577.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -307782.781250 Penalty: 2700.565186
	Iteration 3F: 3 clusters Score -307782.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -307975.281250 Penalty: 2700.565186
	Iteration 4F: 3 clusters Score -307975.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -308146.968750 Penalty: 2700.565186
	Iteration 5Q: 3 clusters Score -308147 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -308275.375000 Penalty: 2700.565186
	Iteration 6Q: 3 clusters Score -308275.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -308370.718750 Penalty: 2700.565186
	Iteration 7Q: 3 clusters Score -308370.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -308441.968750 Penalty: 2700.565186
	Iteration 8Q: 3 clusters Score -308442 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -308493.781250 Penalty: 2700.565186
	Iteration 9Q: 3 clusters Score -308493.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -308528.562500 Penalty: 2700.565186
	Iteration 10Q: 3 clusters Score -308528.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -308558.125000 Penalty: 2700.565186
	Iteration 11Q: 3 clusters Score -308558.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -308578.625000 Penalty: 2700.565186
	Iteration 12Q: 3 clusters Score -308578.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -308599.718750 Penalty: 2700.565186
	Iteration 13Q: 3 clusters Score -308599.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -308625.281250 Penalty: 2700.565186
	Iteration 14Q: 3 clusters Score -308625.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -308641.937500 Penalty: 2700.565186
	Iteration 15Q: 3 clusters Score -308641.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -308664.343750 Penalty: 2700.565186
	Iteration 16Q: 3 clusters Score -308664.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -308683.750000 Penalty: 2700.565186
	Iteration 17Q: 3 clusters Score -308683.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -308697.093750 Penalty: 2700.565186
	Iteration 18Q: 3 clusters Score -308697.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -308712.468750 Penalty: 2700.565186
	Iteration 19Q: 3 clusters Score -308712.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -308726.406250 Penalty: 2700.565186
	Iteration 20F: 3 clusters Score -308726.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -308736.062500 Penalty: 2700.565186
	Iteration 21Q: 3 clusters Score -308736.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -308742.093750 Penalty: 2700.565186
	Iteration 22Q: 3 clusters Score -308742.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -308745.531250 Penalty: 2700.565186
	Iteration 23Q: 3 clusters Score -308745.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -308750.500000 Penalty: 2700.565186
	Iteration 24Q: 3 clusters Score -308750.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -308754.812500 Penalty: 2700.565186
	Iteration 25Q: 3 clusters Score -308754.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -308760.968750 Penalty: 2700.565186
	Iteration 26Q: 3 clusters Score -308761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -308767.593750 Penalty: 2700.565186
	Iteration 27Q: 3 clusters Score -308767.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -308772.843750 Penalty: 2700.565186
	Iteration 28Q: 3 clusters Score -308772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -308777.250000 Penalty: 2700.565186
	Iteration 29Q: 3 clusters Score -308777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -308782.000000 Penalty: 2700.565186
	Iteration 30Q: 3 clusters Score -308782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -308784.187500 Penalty: 2700.565186
	Iteration 31Q: 3 clusters Score -308784.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -308786.437500 Penalty: 2700.565186
	Iteration 32Q: 3 clusters Score -308786.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -308787.968750 Penalty: 2700.565186
	Iteration 33Q: 3 clusters Score -308788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -308790.906250 Penalty: 2700.565186
	Iteration 34Q: 3 clusters Score -308790.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -308792.875000 Penalty: 2700.565186
	Iteration 35Q: 3 clusters Score -308792.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -308796.562500 Penalty: 2700.565186
	Iteration 36Q: 3 clusters Score -308796.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -308802.593750 Penalty: 2700.565186
	Iteration 37Q: 3 clusters Score -308802.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -308809.531250 Penalty: 2700.565186
	Iteration 38Q: 3 clusters Score -308809.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -308815.750000 Penalty: 2700.565186
	Iteration 39Q: 3 clusters Score -308815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -308818.343750 Penalty: 2700.565186
	Iteration 40F: 3 clusters Score -308818.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -308819.531250 Penalty: 2700.565186
	Iteration 41Q: 3 clusters Score -308819.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -308820.437500 Penalty: 2700.565186
	Iteration 42Q: 3 clusters Score -308820.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -308821.093750 Penalty: 2700.565186
	Iteration 43Q: 3 clusters Score -308821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308821.968750 Penalty: 2700.565186
	Iteration 44Q: 3 clusters Score -308822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -308821.468750 Penalty: 2700.565186
	Iteration 45Q: 3 clusters Score -308821.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308821.750000 Penalty: 2700.565186
	Iteration 46Q: 3 clusters Score -308821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -308823.812500 Penalty: 2700.565186
	Iteration 47Q: 3 clusters Score -308823.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -308825.593750 Penalty: 2700.565186
	Iteration 48Q: 3 clusters Score -308825.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -308826.750000 Penalty: 2700.565186
	Iteration 49Q: 3 clusters Score -308826.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -308828.500000 Penalty: 2700.565186
	Iteration 50Q: 3 clusters Score -308828.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -308830.312500 Penalty: 2700.565186
	Iteration 51Q: 3 clusters Score -308830.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308832.062500 Penalty: 2700.565186
	Iteration 52Q: 3 clusters Score -308832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -308832.062500 Penalty: 2700.565186
	Iteration 53F: 3 clusters Score -308832.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (33174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Entering Unmasked Estep 
Score: -2938924.750000 Penalty: 1691.547363
	Iteration 0F: 2 clusters Score -2938925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2916644.000000 Penalty: 3383.094727
	Iteration 0F: 3 clusters Score -2916644 nChanged 15307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2925190.500000 Penalty: 3383.094727
	Iteration 1F: 3 clusters Score -2925190 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2925627.750000 Penalty: 3383.094727
	Iteration 2Q: 3 clusters Score -2925628 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -2926073.750000 Penalty: 3383.094727
	Iteration 3Q: 3 clusters Score -2926074 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2926617.000000 Penalty: 3383.094727
	Iteration 4Q: 3 clusters Score -2926617 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2927278.750000 Penalty: 3383.094727
	Iteration 5Q: 3 clusters Score -2927279 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2928078.000000 Penalty: 3383.094727
	Iteration 6Q: 3 clusters Score -2928078 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -2929080.000000 Penalty: 3383.094727
	Iteration 7F: 3 clusters Score -2929080 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2930339.250000 Penalty: 3383.094727
	Iteration 8F: 3 clusters Score -2930339 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18382 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2931598.000000 Penalty: 3383.094727
	Iteration 9F: 3 clusters Score -2931598 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -2932580.250000 Penalty: 3383.094727
	Iteration 10Q: 3 clusters Score -2932580 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2933092.750000 Penalty: 3383.094727
	Iteration 11Q: 3 clusters Score -2933093 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -2933391.000000 Penalty: 3383.094727
	Iteration 12Q: 3 clusters Score -2933391 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2933604.000000 Penalty: 3383.094727
	Iteration 13Q: 3 clusters Score -2933604 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2933813.000000 Penalty: 3383.094727
	Iteration 14Q: 3 clusters Score -2933813 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2933997.750000 Penalty: 3383.094727
	Iteration 15Q: 3 clusters Score -2933998 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -2934158.250000 Penalty: 3383.094727
	Iteration 16Q: 3 clusters Score -2934158 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2934354.250000 Penalty: 3383.094727
	Iteration 17Q: 3 clusters Score -2934354 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2934548.500000 Penalty: 3383.094727
	Iteration 18Q: 3 clusters Score -2934548 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2934712.500000 Penalty: 3383.094727
	Iteration 19Q: 3 clusters Score -2934712 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2934872.250000 Penalty: 3383.094727
	Iteration 20F: 3 clusters Score -2934872 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2935085.500000 Penalty: 3383.094727
	Iteration 21Q: 3 clusters Score -2935086 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 12347 members 
Entering Unmasked Estep 
Score: -2935294.500000 Penalty: 3383.094727
	Iteration 22Q: 3 clusters Score -2935294 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2935475.000000 Penalty: 3383.094727
	Iteration 23Q: 3 clusters Score -2935475 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2935650.750000 Penalty: 3383.094727
	Iteration 24Q: 3 clusters Score -2935651 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21993 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2935818.500000 Penalty: 3383.094727
	Iteration 25Q: 3 clusters Score -2935818 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22402 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2935971.750000 Penalty: 3383.094727
	Iteration 26Q: 3 clusters Score -2935972 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2936146.750000 Penalty: 3383.094727
	Iteration 27Q: 3 clusters Score -2936147 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -2936351.750000 Penalty: 3383.094727
	Iteration 28Q: 3 clusters Score -2936352 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2936577.000000 Penalty: 3383.094727
	Iteration 29Q: 3 clusters Score -2936577 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2936860.000000 Penalty: 3383.094727
	Iteration 30Q: 3 clusters Score -2936860 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2937226.000000 Penalty: 3383.094727
	Iteration 31Q: 3 clusters Score -2937226 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2937615.750000 Penalty: 3383.094727
	Iteration 32Q: 3 clusters Score -2937616 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2938064.250000 Penalty: 3383.094727
	Iteration 33Q: 3 clusters Score -2938064 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -2938452.500000 Penalty: 3383.094727
	Iteration 34Q: 3 clusters Score -2938452 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2938743.500000 Penalty: 3383.094727
	Iteration 35Q: 3 clusters Score -2938744 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27221 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2938938.500000 Penalty: 3383.094727
	Iteration 36Q: 3 clusters Score -2938938 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -2939061.750000 Penalty: 3383.094727
	Iteration 37Q: 3 clusters Score -2939062 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27741 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -2939137.250000 Penalty: 3383.094727
	Iteration 38Q: 3 clusters Score -2939137 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2939183.000000 Penalty: 3383.094727
	Iteration 39Q: 3 clusters Score -2939183 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2939224.750000 Penalty: 3383.094727
	Iteration 40F: 3 clusters Score -2939225 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -2939258.250000 Penalty: 3383.094727
	Iteration 41Q: 3 clusters Score -2939258 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28337 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -2939283.500000 Penalty: 3383.094727
	Iteration 42Q: 3 clusters Score -2939284 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2939304.000000 Penalty: 3383.094727
	Iteration 43Q: 3 clusters Score -2939304 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2939320.500000 Penalty: 3383.094727
	Iteration 44Q: 3 clusters Score -2939320 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -2939344.500000 Penalty: 3383.094727
	Iteration 45Q: 3 clusters Score -2939344 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2939372.000000 Penalty: 3383.094727
	Iteration 46Q: 3 clusters Score -2939372 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28894 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2939398.000000 Penalty: 3383.094727
	Iteration 47Q: 3 clusters Score -2939398 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2939407.750000 Penalty: 3383.094727
	Iteration 48Q: 3 clusters Score -2939408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2939409.250000 Penalty: 3383.094727
	Iteration 49Q: 3 clusters Score -2939409 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -2939412.000000 Penalty: 3383.094727
	Iteration 50Q: 3 clusters Score -2939412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2939411.000000 Penalty: 3383.094727
	Iteration 51Q: 3 clusters Score -2939411 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2939416.750000 Penalty: 3383.094727
	Iteration 52Q: 3 clusters Score -2939417 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -2939419.000000 Penalty: 3383.094727
	Iteration 53Q: 3 clusters Score -2939419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29133 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2939419.000000 Penalty: 3383.094727
	Iteration 54Q: 3 clusters Score -2939419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2939422.250000 Penalty: 3383.094727
	Iteration 55Q: 3 clusters Score -2939422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2939423.000000 Penalty: 3383.094727
	Iteration 56Q: 3 clusters Score -2939423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2939424.750000 Penalty: 3383.094727
	Iteration 57Q: 3 clusters Score -2939425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2939421.250000 Penalty: 3383.094727
	Iteration 58Q: 3 clusters Score -2939421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29194 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2939425.000000 Penalty: 3383.094727
	Iteration 59Q: 3 clusters Score -2939425 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2939425.750000 Penalty: 3383.094727
	Iteration 60F: 3 clusters Score -2939426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -2939427.750000 Penalty: 3383.094727
	Iteration 61Q: 3 clusters Score -2939428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29231 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2939428.500000 Penalty: 3383.094727
	Iteration 62Q: 3 clusters Score -2939428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -2939427.750000 Penalty: 3383.094727
	Iteration 63Q: 3 clusters Score -2939428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2939428.500000 Penalty: 3383.094727
	Iteration 64Q: 3 clusters Score -2939428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -2939429.500000 Penalty: 3383.094727
	Iteration 65Q: 3 clusters Score -2939430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -2939430.000000 Penalty: 3383.094727
	Iteration 66Q: 3 clusters Score -2939430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29282 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -2939425.000000 Penalty: 3383.094727
	Iteration 67Q: 3 clusters Score -2939425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2939431.750000 Penalty: 3383.094727
	Iteration 68Q: 3 clusters Score -2939432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2939433.500000 Penalty: 3383.094727
	Iteration 69Q: 3 clusters Score -2939434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -2939433.000000 Penalty: 3383.094727
	Iteration 70Q: 3 clusters Score -2939433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2939431.750000 Penalty: 3383.094727
	Iteration 71Q: 3 clusters Score -2939432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2939432.750000 Penalty: 3383.094727
	Iteration 72Q: 3 clusters Score -2939433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -2939430.250000 Penalty: 3383.094727
	Iteration 73Q: 3 clusters Score -2939430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2939430.250000 Penalty: 3383.094727
	Iteration 74Q: 3 clusters Score -2939430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29313 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -2939429.750000 Penalty: 3383.094727
	Iteration 75Q: 3 clusters Score -2939430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2939432.500000 Penalty: 3383.094727
	Iteration 76Q: 3 clusters Score -2939432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2939432.500000 Penalty: 3383.094727
	Iteration 77Q: 3 clusters Score -2939432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2939432.500000 Penalty: 3383.094727
	Iteration 78F: 3 clusters Score -2939432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 24060 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 3859 members 
Entering Unmasked Estep 
Score: -40876276.000000 Penalty: 91491.585938
Splitting cluster 25 changes total score from -40874640.000000 to -40876276.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 26 (2559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Entering Unmasked Estep 
Score: -222548.421875 Penalty: 1275.197998
	Iteration 0F: 2 clusters Score -222548.4 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 1298 members 
Entering Unmasked Estep 
Score: -220123.671875 Penalty: 2550.395996
	Iteration 0F: 3 clusters Score -220123.7 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -220702.484375 Penalty: 2550.395996
	Iteration 1F: 3 clusters Score -220702.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -220871.281250 Penalty: 2550.395996
	Iteration 2F: 3 clusters Score -220871.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -220986.359375 Penalty: 2550.395996
	Iteration 3F: 3 clusters Score -220986.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -221061.109375 Penalty: 2550.395996
	Iteration 4Q: 3 clusters Score -221061.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -221113.218750 Penalty: 2550.395996
	Iteration 5Q: 3 clusters Score -221113.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -221150.359375 Penalty: 2550.395996
	Iteration 6Q: 3 clusters Score -221150.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -221193.656250 Penalty: 2550.395996
	Iteration 7Q: 3 clusters Score -221193.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -221224.937500 Penalty: 2550.395996
	Iteration 8Q: 3 clusters Score -221224.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -221256.796875 Penalty: 2550.395996
	Iteration 9Q: 3 clusters Score -221256.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -221283.062500 Penalty: 2550.395996
	Iteration 10Q: 3 clusters Score -221283.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -221309.546875 Penalty: 2550.395996
	Iteration 11Q: 3 clusters Score -221309.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -221333.234375 Penalty: 2550.395996
	Iteration 12Q: 3 clusters Score -221333.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -221359.500000 Penalty: 2550.395996
	Iteration 13Q: 3 clusters Score -221359.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -221380.781250 Penalty: 2550.395996
	Iteration 14Q: 3 clusters Score -221380.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -221398.953125 Penalty: 2550.395996
	Iteration 15Q: 3 clusters Score -221399 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -221415.640625 Penalty: 2550.395996
	Iteration 16Q: 3 clusters Score -221415.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -221430.515625 Penalty: 2550.395996
	Iteration 17Q: 3 clusters Score -221430.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -221445.437500 Penalty: 2550.395996
	Iteration 18Q: 3 clusters Score -221445.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -221464.453125 Penalty: 2550.395996
	Iteration 19Q: 3 clusters Score -221464.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -221472.953125 Penalty: 2550.395996
	Iteration 20F: 3 clusters Score -221473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -221479.078125 Penalty: 2550.395996
	Iteration 21Q: 3 clusters Score -221479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221479.640625 Penalty: 2550.395996
	Iteration 22Q: 3 clusters Score -221479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -221479.640625 Penalty: 2550.395996
	Iteration 23F: 3 clusters Score -221479.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (24060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Entering Unmasked Estep 
Score: -2098009.500000 Penalty: 1639.349854
	Iteration 0F: 2 clusters Score -2098010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2081730.500000 Penalty: 3278.699707
	Iteration 0F: 3 clusters Score -2081730 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2087998.625000 Penalty: 3278.699707
	Iteration 1F: 3 clusters Score -2087999 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -2088774.000000 Penalty: 3278.699707
	Iteration 2F: 3 clusters Score -2088774 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2089659.375000 Penalty: 3278.699707
	Iteration 3F: 3 clusters Score -2089659 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2090622.375000 Penalty: 3278.699707
	Iteration 4F: 3 clusters Score -2090622 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2091674.875000 Penalty: 3278.699707
	Iteration 5F: 3 clusters Score -2091675 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -2092868.125000 Penalty: 3278.699707
	Iteration 6F: 3 clusters Score -2092868 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -2094130.250000 Penalty: 3278.699707
	Iteration 7F: 3 clusters Score -2094130 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2095278.750000 Penalty: 3278.699707
	Iteration 8F: 3 clusters Score -2095279 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2096151.375000 Penalty: 3278.699707
	Iteration 9Q: 3 clusters Score -2096151 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2096769.250000 Penalty: 3278.699707
	Iteration 10Q: 3 clusters Score -2096769 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -2097245.000000 Penalty: 3278.699707
	Iteration 11Q: 3 clusters Score -2097245 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2097608.000000 Penalty: 3278.699707
	Iteration 12Q: 3 clusters Score -2097608 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -2097867.250000 Penalty: 3278.699707
	Iteration 13Q: 3 clusters Score -2097867 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2098039.000000 Penalty: 3278.699707
	Iteration 14Q: 3 clusters Score -2098039 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2098164.500000 Penalty: 3278.699707
	Iteration 15Q: 3 clusters Score -2098164 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2098282.500000 Penalty: 3278.699707
	Iteration 16Q: 3 clusters Score -2098282 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2098381.250000 Penalty: 3278.699707
	Iteration 17Q: 3 clusters Score -2098381 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -2098459.000000 Penalty: 3278.699707
	Iteration 18Q: 3 clusters Score -2098459 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -2098524.000000 Penalty: 3278.699707
	Iteration 19Q: 3 clusters Score -2098524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2098589.250000 Penalty: 3278.699707
	Iteration 20F: 3 clusters Score -2098589 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2098628.250000 Penalty: 3278.699707
	Iteration 21Q: 3 clusters Score -2098628 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2098665.500000 Penalty: 3278.699707
	Iteration 22Q: 3 clusters Score -2098666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2098688.000000 Penalty: 3278.699707
	Iteration 23Q: 3 clusters Score -2098688 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -2098710.000000 Penalty: 3278.699707
	Iteration 24Q: 3 clusters Score -2098710 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2098717.250000 Penalty: 3278.699707
	Iteration 25Q: 3 clusters Score -2098717 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2098728.750000 Penalty: 3278.699707
	Iteration 26Q: 3 clusters Score -2098729 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2098740.750000 Penalty: 3278.699707
	Iteration 27Q: 3 clusters Score -2098741 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2098746.000000 Penalty: 3278.699707
	Iteration 28Q: 3 clusters Score -2098746 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2098746.500000 Penalty: 3278.699707
	Iteration 29Q: 3 clusters Score -2098746 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 16050 members 
Entering Unmasked Estep 
Score: -2098757.000000 Penalty: 3278.699707
	Iteration 30Q: 3 clusters Score -2098757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2098767.750000 Penalty: 3278.699707
	Iteration 31Q: 3 clusters Score -2098768 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2098770.750000 Penalty: 3278.699707
	Iteration 32Q: 3 clusters Score -2098771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2098778.000000 Penalty: 3278.699707
	Iteration 33Q: 3 clusters Score -2098778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -2098780.750000 Penalty: 3278.699707
	Iteration 34Q: 3 clusters Score -2098781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2098778.250000 Penalty: 3278.699707
	Iteration 35Q: 3 clusters Score -2098778 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -2098779.750000 Penalty: 3278.699707
	Iteration 36Q: 3 clusters Score -2098780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2098781.750000 Penalty: 3278.699707
	Iteration 37Q: 3 clusters Score -2098782 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -2098783.500000 Penalty: 3278.699707
	Iteration 38Q: 3 clusters Score -2098784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -2098784.250000 Penalty: 3278.699707
	Iteration 39Q: 3 clusters Score -2098784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2098785.750000 Penalty: 3278.699707
	Iteration 40F: 3 clusters Score -2098786 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2098783.250000 Penalty: 3278.699707
	Iteration 41Q: 3 clusters Score -2098783 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -2098781.000000 Penalty: 3278.699707
	Iteration 42Q: 3 clusters Score -2098781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2098786.000000 Penalty: 3278.699707
	Iteration 43Q: 3 clusters Score -2098786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2098783.500000 Penalty: 3278.699707
	Iteration 44Q: 3 clusters Score -2098784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2098783.750000 Penalty: 3278.699707
	Iteration 45Q: 3 clusters Score -2098784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2098789.250000 Penalty: 3278.699707
	Iteration 46Q: 3 clusters Score -2098789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2098787.000000 Penalty: 3278.699707
	Iteration 47Q: 3 clusters Score -2098787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2098787.750000 Penalty: 3278.699707
	Iteration 48Q: 3 clusters Score -2098788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2098788.500000 Penalty: 3278.699707
	Iteration 49Q: 3 clusters Score -2098788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2098787.250000 Penalty: 3278.699707
	Iteration 50Q: 3 clusters Score -2098787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2098787.000000 Penalty: 3278.699707
	Iteration 51Q: 3 clusters Score -2098787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2098788.750000 Penalty: 3278.699707
	Iteration 52Q: 3 clusters Score -2098789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2098787.750000 Penalty: 3278.699707
	Iteration 53Q: 3 clusters Score -2098788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 16318 members 
Entering Unmasked Estep 
Score: -2098787.250000 Penalty: 3278.699707
	Iteration 54Q: 3 clusters Score -2098787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2098786.500000 Penalty: 3278.699707
	Iteration 55Q: 3 clusters Score -2098786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -2098785.500000 Penalty: 3278.699707
	Iteration 56Q: 3 clusters Score -2098786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2098783.250000 Penalty: 3278.699707
	Iteration 57Q: 3 clusters Score -2098783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2098784.000000 Penalty: 3278.699707
	Iteration 58Q: 3 clusters Score -2098784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2098784.500000 Penalty: 3278.699707
	Iteration 59Q: 3 clusters Score -2098784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2098784.750000 Penalty: 3278.699707
	Iteration 60F: 3 clusters Score -2098785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2098788.750000 Penalty: 3278.699707
	Iteration 61Q: 3 clusters Score -2098789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -2098788.750000 Penalty: 3278.699707
	Iteration 62F: 3 clusters Score -2098789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 1541 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 3859 members 
Mstep: Class 44 contains 16334 members 
Entering Unmasked Estep 
Score: -40876584.000000 Penalty: 93619.296875
Splitting cluster 27 changes total score from -40874640.000000 to -40876584.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 28 (11804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Entering Unmasked Estep 
Score: -1051099.250000 Penalty: 1523.631470
	Iteration 0F: 2 clusters Score -1051099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1042811.250000 Penalty: 3047.262939
	Iteration 0F: 3 clusters Score -1042811 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1045549.750000 Penalty: 3047.262939
	Iteration 1F: 3 clusters Score -1045550 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1045945.812500 Penalty: 3047.262939
	Iteration 2F: 3 clusters Score -1045946 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1046476.875000 Penalty: 3047.262939
	Iteration 3F: 3 clusters Score -1046477 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1047306.312500 Penalty: 3047.262939
	Iteration 4F: 3 clusters Score -1047306 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1048266.000000 Penalty: 3047.262939
	Iteration 5F: 3 clusters Score -1048266 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1049077.500000 Penalty: 3047.262939
	Iteration 6F: 3 clusters Score -1049078 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1049609.375000 Penalty: 3047.262939
	Iteration 7F: 3 clusters Score -1049609 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1049863.750000 Penalty: 3047.262939
	Iteration 8Q: 3 clusters Score -1049864 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -1049977.625000 Penalty: 3047.262939
	Iteration 9Q: 3 clusters Score -1049978 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1050030.750000 Penalty: 3047.262939
	Iteration 10Q: 3 clusters Score -1050031 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1050063.375000 Penalty: 3047.262939
	Iteration 11Q: 3 clusters Score -1050063 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1050092.000000 Penalty: 3047.262939
	Iteration 12Q: 3 clusters Score -1050092 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1050108.250000 Penalty: 3047.262939
	Iteration 13Q: 3 clusters Score -1050108 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1050113.875000 Penalty: 3047.262939
	Iteration 14Q: 3 clusters Score -1050114 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1050126.250000 Penalty: 3047.262939
	Iteration 15Q: 3 clusters Score -1050126 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1050131.250000 Penalty: 3047.262939
	Iteration 16Q: 3 clusters Score -1050131 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1050141.375000 Penalty: 3047.262939
	Iteration 17Q: 3 clusters Score -1050141 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1050147.500000 Penalty: 3047.262939
	Iteration 18Q: 3 clusters Score -1050148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1050157.250000 Penalty: 3047.262939
	Iteration 19Q: 3 clusters Score -1050157 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1050168.500000 Penalty: 3047.262939
	Iteration 20F: 3 clusters Score -1050168 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1050178.125000 Penalty: 3047.262939
	Iteration 21Q: 3 clusters Score -1050178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1050191.625000 Penalty: 3047.262939
	Iteration 22Q: 3 clusters Score -1050192 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1050199.375000 Penalty: 3047.262939
	Iteration 23Q: 3 clusters Score -1050199 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1050202.500000 Penalty: 3047.262939
	Iteration 24Q: 3 clusters Score -1050202 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1050209.000000 Penalty: 3047.262939
	Iteration 25Q: 3 clusters Score -1050209 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1050214.750000 Penalty: 3047.262939
	Iteration 26Q: 3 clusters Score -1050215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1050215.875000 Penalty: 3047.262939
	Iteration 27Q: 3 clusters Score -1050216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1050217.375000 Penalty: 3047.262939
	Iteration 28Q: 3 clusters Score -1050217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1050219.750000 Penalty: 3047.262939
	Iteration 29Q: 3 clusters Score -1050220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1050222.125000 Penalty: 3047.262939
	Iteration 30Q: 3 clusters Score -1050222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1050222.250000 Penalty: 3047.262939
	Iteration 31Q: 3 clusters Score -1050222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1050221.000000 Penalty: 3047.262939
	Iteration 32Q: 3 clusters Score -1050221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1050227.125000 Penalty: 3047.262939
	Iteration 33Q: 3 clusters Score -1050227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1050227.875000 Penalty: 3047.262939
	Iteration 34Q: 3 clusters Score -1050228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1050226.875000 Penalty: 3047.262939
	Iteration 35Q: 3 clusters Score -1050227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1050231.250000 Penalty: 3047.262939
	Iteration 36Q: 3 clusters Score -1050231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1050231.625000 Penalty: 3047.262939
	Iteration 37Q: 3 clusters Score -1050232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1050233.750000 Penalty: 3047.262939
	Iteration 38Q: 3 clusters Score -1050234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1050239.000000 Penalty: 3047.262939
	Iteration 39Q: 3 clusters Score -1050239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1050241.500000 Penalty: 3047.262939
	Iteration 40F: 3 clusters Score -1050242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1050244.625000 Penalty: 3047.262939
	Iteration 41Q: 3 clusters Score -1050245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1050250.875000 Penalty: 3047.262939
	Iteration 42Q: 3 clusters Score -1050251 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1050258.000000 Penalty: 3047.262939
	Iteration 43Q: 3 clusters Score -1050258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1050263.125000 Penalty: 3047.262939
	Iteration 44Q: 3 clusters Score -1050263 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1050265.250000 Penalty: 3047.262939
	Iteration 45Q: 3 clusters Score -1050265 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1050270.375000 Penalty: 3047.262939
	Iteration 46Q: 3 clusters Score -1050270 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1050276.500000 Penalty: 3047.262939
	Iteration 47Q: 3 clusters Score -1050276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1050276.500000 Penalty: 3047.262939
	Iteration 48Q: 3 clusters Score -1050276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1050281.875000 Penalty: 3047.262939
	Iteration 49Q: 3 clusters Score -1050282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1050280.625000 Penalty: 3047.262939
	Iteration 50Q: 3 clusters Score -1050281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1050283.750000 Penalty: 3047.262939
	Iteration 51Q: 3 clusters Score -1050284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -1050285.250000 Penalty: 3047.262939
	Iteration 52Q: 3 clusters Score -1050285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1050285.500000 Penalty: 3047.262939
	Iteration 53Q: 3 clusters Score -1050286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1050288.125000 Penalty: 3047.262939
	Iteration 54Q: 3 clusters Score -1050288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1050290.000000 Penalty: 3047.262939
	Iteration 55Q: 3 clusters Score -1050290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1050292.125000 Penalty: 3047.262939
	Iteration 56Q: 3 clusters Score -1050292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1050289.750000 Penalty: 3047.262939
	Iteration 57Q: 3 clusters Score -1050290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1050290.875000 Penalty: 3047.262939
	Iteration 58Q: 3 clusters Score -1050291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1050291.625000 Penalty: 3047.262939
	Iteration 59Q: 3 clusters Score -1050292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1050292.125000 Penalty: 3047.262939
	Iteration 60F: 3 clusters Score -1050292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1050290.875000 Penalty: 3047.262939
	Iteration 61Q: 3 clusters Score -1050291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1050291.625000 Penalty: 3047.262939
	Iteration 62Q: 3 clusters Score -1050292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1050291.250000 Penalty: 3047.262939
	Iteration 63Q: 3 clusters Score -1050291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1050293.000000 Penalty: 3047.262939
	Iteration 64Q: 3 clusters Score -1050293 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1050293.500000 Penalty: 3047.262939
	Iteration 65Q: 3 clusters Score -1050294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1050294.625000 Penalty: 3047.262939
	Iteration 66Q: 3 clusters Score -1050295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1050292.500000 Penalty: 3047.262939
	Iteration 67Q: 3 clusters Score -1050292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1050295.625000 Penalty: 3047.262939
	Iteration 68Q: 3 clusters Score -1050296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1050295.625000 Penalty: 3047.262939
	Iteration 69F: 3 clusters Score -1050296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (1541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Entering Unmasked Estep 
Score: -125822.164062 Penalty: 1192.780396
	Iteration 0F: 2 clusters Score -125822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -124025.835938 Penalty: 2385.560791
	Iteration 0F: 3 clusters Score -124025.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -124423.906250 Penalty: 2385.560791
	Iteration 1F: 3 clusters Score -124423.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -124600.085938 Penalty: 2385.560791
	Iteration 2F: 3 clusters Score -124600.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -124740.953125 Penalty: 2385.560791
	Iteration 3F: 3 clusters Score -124741 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -124863.203125 Penalty: 2385.560791
	Iteration 4F: 3 clusters Score -124863.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -124973.101562 Penalty: 2385.560791
	Iteration 5F: 3 clusters Score -124973.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -125116.539062 Penalty: 2385.560791
	Iteration 6F: 3 clusters Score -125116.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -125291.835938 Penalty: 2385.560791
	Iteration 7F: 3 clusters Score -125291.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -125411.132812 Penalty: 2385.560791
	Iteration 8Q: 3 clusters Score -125411.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -125468.203125 Penalty: 2385.560791
	Iteration 9Q: 3 clusters Score -125468.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125505.828125 Penalty: 2385.560791
	Iteration 10Q: 3 clusters Score -125505.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125548.218750 Penalty: 2385.560791
	Iteration 11Q: 3 clusters Score -125548.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125602.875000 Penalty: 2385.560791
	Iteration 12Q: 3 clusters Score -125602.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -125657.843750 Penalty: 2385.560791
	Iteration 13Q: 3 clusters Score -125657.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -125693.539062 Penalty: 2385.560791
	Iteration 14Q: 3 clusters Score -125693.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -125718.265625 Penalty: 2385.560791
	Iteration 15Q: 3 clusters Score -125718.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -125731.039062 Penalty: 2385.560791
	Iteration 16Q: 3 clusters Score -125731 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -125739.601562 Penalty: 2385.560791
	Iteration 17Q: 3 clusters Score -125739.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -125751.726562 Penalty: 2385.560791
	Iteration 18Q: 3 clusters Score -125751.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -125762.859375 Penalty: 2385.560791
	Iteration 19Q: 3 clusters Score -125762.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -125785.234375 Penalty: 2385.560791
	Iteration 20F: 3 clusters Score -125785.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -125811.554688 Penalty: 2385.560791
	Iteration 21Q: 3 clusters Score -125811.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -125832.429688 Penalty: 2385.560791
	Iteration 22Q: 3 clusters Score -125832.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -125848.812500 Penalty: 2385.560791
	Iteration 23Q: 3 clusters Score -125848.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -125867.093750 Penalty: 2385.560791
	Iteration 24Q: 3 clusters Score -125867.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -125884.679688 Penalty: 2385.560791
	Iteration 25Q: 3 clusters Score -125884.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -125914.890625 Penalty: 2385.560791
	Iteration 26Q: 3 clusters Score -125914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -125966.031250 Penalty: 2385.560791
	Iteration 27Q: 3 clusters Score -125966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -126079.148438 Penalty: 2385.560791
	Iteration 28Q: 3 clusters Score -126079.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -126324.570312 Penalty: 2385.560791
	Iteration 29Q: 3 clusters Score -126324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -126430.406250 Penalty: 2385.560791
	Iteration 30Q: 3 clusters Score -126430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -126434.304688 Penalty: 2385.560791
	Iteration 31Q: 3 clusters Score -126434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -126434.304688 Penalty: 2385.560791
	Iteration 32F: 3 clusters Score -126434.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 3377 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 3859 members 
Mstep: Class 44 contains 16334 members 
Mstep: Class 45 contains 1031 members 
Entering Unmasked Estep 
Score: -40876256.000000 Penalty: 95747.007812
Splitting cluster 29 changes total score from -40874640.000000 to -40876256.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 30 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -218051.343750 Penalty: 1273.217285
	Iteration 0F: 2 clusters Score -218051.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -215630.203125 Penalty: 2546.434570
	Iteration 0F: 3 clusters Score -215630.2 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -216283.859375 Penalty: 2546.434570
	Iteration 1F: 3 clusters Score -216283.9 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -216507.453125 Penalty: 2546.434570
	Iteration 2F: 3 clusters Score -216507.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -216690.109375 Penalty: 2546.434570
	Iteration 3F: 3 clusters Score -216690.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -216854.062500 Penalty: 2546.434570
	Iteration 4F: 3 clusters Score -216854.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -216942.546875 Penalty: 2546.434570
	Iteration 5F: 3 clusters Score -216942.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -217018.375000 Penalty: 2546.434570
	Iteration 6Q: 3 clusters Score -217018.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -217081.031250 Penalty: 2546.434570
	Iteration 7Q: 3 clusters Score -217081 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -217133.281250 Penalty: 2546.434570
	Iteration 8Q: 3 clusters Score -217133.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -217185.843750 Penalty: 2546.434570
	Iteration 9Q: 3 clusters Score -217185.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -217232.968750 Penalty: 2546.434570
	Iteration 10Q: 3 clusters Score -217233 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -217271.125000 Penalty: 2546.434570
	Iteration 11Q: 3 clusters Score -217271.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -217296.437500 Penalty: 2546.434570
	Iteration 12Q: 3 clusters Score -217296.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -217316.468750 Penalty: 2546.434570
	Iteration 13Q: 3 clusters Score -217316.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -217339.390625 Penalty: 2546.434570
	Iteration 14Q: 3 clusters Score -217339.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -217359.468750 Penalty: 2546.434570
	Iteration 15Q: 3 clusters Score -217359.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -217385.546875 Penalty: 2546.434570
	Iteration 16Q: 3 clusters Score -217385.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -217410.609375 Penalty: 2546.434570
	Iteration 17Q: 3 clusters Score -217410.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -217427.625000 Penalty: 2546.434570
	Iteration 18Q: 3 clusters Score -217427.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -217439.984375 Penalty: 2546.434570
	Iteration 19Q: 3 clusters Score -217440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -217448.218750 Penalty: 2546.434570
	Iteration 20F: 3 clusters Score -217448.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -217464.531250 Penalty: 2546.434570
	Iteration 21Q: 3 clusters Score -217464.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -217489.218750 Penalty: 2546.434570
	Iteration 22Q: 3 clusters Score -217489.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -217501.750000 Penalty: 2546.434570
	Iteration 23Q: 3 clusters Score -217501.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -217514.234375 Penalty: 2546.434570
	Iteration 24Q: 3 clusters Score -217514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217519.203125 Penalty: 2546.434570
	Iteration 25Q: 3 clusters Score -217519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217524.781250 Penalty: 2546.434570
	Iteration 26Q: 3 clusters Score -217524.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -217527.234375 Penalty: 2546.434570
	Iteration 27Q: 3 clusters Score -217527.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -217530.781250 Penalty: 2546.434570
	Iteration 28Q: 3 clusters Score -217530.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -217537.671875 Penalty: 2546.434570
	Iteration 29Q: 3 clusters Score -217537.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -217548.968750 Penalty: 2546.434570
	Iteration 30Q: 3 clusters Score -217549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -217560.890625 Penalty: 2546.434570
	Iteration 31Q: 3 clusters Score -217560.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -217565.734375 Penalty: 2546.434570
	Iteration 32Q: 3 clusters Score -217565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -217569.890625 Penalty: 2546.434570
	Iteration 33Q: 3 clusters Score -217569.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -217575.906250 Penalty: 2546.434570
	Iteration 34Q: 3 clusters Score -217575.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -217581.437500 Penalty: 2546.434570
	Iteration 35Q: 3 clusters Score -217581.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -217587.109375 Penalty: 2546.434570
	Iteration 36Q: 3 clusters Score -217587.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -217589.578125 Penalty: 2546.434570
	Iteration 37Q: 3 clusters Score -217589.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -217592.937500 Penalty: 2546.434570
	Iteration 38Q: 3 clusters Score -217592.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -217595.765625 Penalty: 2546.434570
	Iteration 39Q: 3 clusters Score -217595.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -217598.968750 Penalty: 2546.434570
	Iteration 40F: 3 clusters Score -217599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -217605.078125 Penalty: 2546.434570
	Iteration 41Q: 3 clusters Score -217605.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -217615.687500 Penalty: 2546.434570
	Iteration 42Q: 3 clusters Score -217615.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -217636.546875 Penalty: 2546.434570
	Iteration 43Q: 3 clusters Score -217636.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -217665.765625 Penalty: 2546.434570
	Iteration 44Q: 3 clusters Score -217665.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -217686.906250 Penalty: 2546.434570
	Iteration 45Q: 3 clusters Score -217686.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -217719.343750 Penalty: 2546.434570
	Iteration 46Q: 3 clusters Score -217719.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -217761.984375 Penalty: 2546.434570
	Iteration 47Q: 3 clusters Score -217762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -217805.796875 Penalty: 2546.434570
	Iteration 48Q: 3 clusters Score -217805.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -217860.500000 Penalty: 2546.434570
	Iteration 49Q: 3 clusters Score -217860.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -217896.453125 Penalty: 2546.434570
	Iteration 50Q: 3 clusters Score -217896.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -217908.000000 Penalty: 2546.434570
	Iteration 51Q: 3 clusters Score -217908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -217917.875000 Penalty: 2546.434570
	Iteration 52Q: 3 clusters Score -217917.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -217920.171875 Penalty: 2546.434570
	Iteration 53Q: 3 clusters Score -217920.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -217920.171875 Penalty: 2546.434570
	Iteration 54F: 3 clusters Score -217920.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Entering Unmasked Estep 
Score: -1778332.750000 Penalty: 1612.375244
	Iteration 0F: 2 clusters Score -1778333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1764412.375000 Penalty: 3224.750488
	Iteration 0F: 3 clusters Score -1764412 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -1769416.125000 Penalty: 3224.750488
	Iteration 1F: 3 clusters Score -1769416 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1769795.125000 Penalty: 3224.750488
	Iteration 2F: 3 clusters Score -1769795 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -1770218.875000 Penalty: 3224.750488
	Iteration 3F: 3 clusters Score -1770219 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -1770679.375000 Penalty: 3224.750488
	Iteration 4Q: 3 clusters Score -1770679 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1771288.250000 Penalty: 3224.750488
	Iteration 5F: 3 clusters Score -1771288 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1772060.500000 Penalty: 3224.750488
	Iteration 6F: 3 clusters Score -1772060 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1773079.375000 Penalty: 3224.750488
	Iteration 7F: 3 clusters Score -1773079 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -1774184.625000 Penalty: 3224.750488
	Iteration 8F: 3 clusters Score -1774185 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -1775085.375000 Penalty: 3224.750488
	Iteration 9Q: 3 clusters Score -1775085 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1775617.625000 Penalty: 3224.750488
	Iteration 10Q: 3 clusters Score -1775618 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -1775951.375000 Penalty: 3224.750488
	Iteration 11Q: 3 clusters Score -1775951 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -1776128.750000 Penalty: 3224.750488
	Iteration 12Q: 3 clusters Score -1776129 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -1776255.500000 Penalty: 3224.750488
	Iteration 13Q: 3 clusters Score -1776256 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -1776350.625000 Penalty: 3224.750488
	Iteration 14Q: 3 clusters Score -1776351 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -1776420.875000 Penalty: 3224.750488
	Iteration 15Q: 3 clusters Score -1776421 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -1776473.000000 Penalty: 3224.750488
	Iteration 16Q: 3 clusters Score -1776473 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -1776502.875000 Penalty: 3224.750488
	Iteration 17Q: 3 clusters Score -1776503 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -1776523.250000 Penalty: 3224.750488
	Iteration 18Q: 3 clusters Score -1776523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -1776546.125000 Penalty: 3224.750488
	Iteration 19Q: 3 clusters Score -1776546 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -1776569.375000 Penalty: 3224.750488
	Iteration 20F: 3 clusters Score -1776569 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -1776586.750000 Penalty: 3224.750488
	Iteration 21Q: 3 clusters Score -1776587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 17578 members 
Entering Unmasked Estep 
Score: -1776605.625000 Penalty: 3224.750488
	Iteration 22Q: 3 clusters Score -1776606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -1776618.000000 Penalty: 3224.750488
	Iteration 23Q: 3 clusters Score -1776618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -1776636.750000 Penalty: 3224.750488
	Iteration 24Q: 3 clusters Score -1776637 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -1776655.750000 Penalty: 3224.750488
	Iteration 25Q: 3 clusters Score -1776656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -1776665.875000 Penalty: 3224.750488
	Iteration 26Q: 3 clusters Score -1776666 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -1776678.000000 Penalty: 3224.750488
	Iteration 27Q: 3 clusters Score -1776678 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -1776689.250000 Penalty: 3224.750488
	Iteration 28Q: 3 clusters Score -1776689 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -1776700.125000 Penalty: 3224.750488
	Iteration 29Q: 3 clusters Score -1776700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -1776714.500000 Penalty: 3224.750488
	Iteration 30Q: 3 clusters Score -1776714 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -1776723.875000 Penalty: 3224.750488
	Iteration 31Q: 3 clusters Score -1776724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -1776734.250000 Penalty: 3224.750488
	Iteration 32Q: 3 clusters Score -1776734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -1776747.625000 Penalty: 3224.750488
	Iteration 33Q: 3 clusters Score -1776748 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -1776770.500000 Penalty: 3224.750488
	Iteration 34Q: 3 clusters Score -1776770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -1776790.375000 Penalty: 3224.750488
	Iteration 35Q: 3 clusters Score -1776790 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -1776809.750000 Penalty: 3224.750488
	Iteration 36Q: 3 clusters Score -1776810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -1776822.000000 Penalty: 3224.750488
	Iteration 37Q: 3 clusters Score -1776822 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1776836.750000 Penalty: 3224.750488
	Iteration 38Q: 3 clusters Score -1776837 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -1776850.000000 Penalty: 3224.750488
	Iteration 39Q: 3 clusters Score -1776850 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -1776859.000000 Penalty: 3224.750488
	Iteration 40F: 3 clusters Score -1776859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1776869.000000 Penalty: 3224.750488
	Iteration 41Q: 3 clusters Score -1776869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -1776878.500000 Penalty: 3224.750488
	Iteration 42Q: 3 clusters Score -1776878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -1776890.000000 Penalty: 3224.750488
	Iteration 43Q: 3 clusters Score -1776890 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -1776898.250000 Penalty: 3224.750488
	Iteration 44Q: 3 clusters Score -1776898 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -1776910.250000 Penalty: 3224.750488
	Iteration 45Q: 3 clusters Score -1776910 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -1776917.625000 Penalty: 3224.750488
	Iteration 46Q: 3 clusters Score -1776918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -1776921.750000 Penalty: 3224.750488
	Iteration 47Q: 3 clusters Score -1776922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -1776928.125000 Penalty: 3224.750488
	Iteration 48Q: 3 clusters Score -1776928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -1776935.000000 Penalty: 3224.750488
	Iteration 49Q: 3 clusters Score -1776935 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -1776935.625000 Penalty: 3224.750488
	Iteration 50Q: 3 clusters Score -1776936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -1776941.000000 Penalty: 3224.750488
	Iteration 51Q: 3 clusters Score -1776941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -1776941.375000 Penalty: 3224.750488
	Iteration 52Q: 3 clusters Score -1776941 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -1776943.500000 Penalty: 3224.750488
	Iteration 53Q: 3 clusters Score -1776944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -1776946.875000 Penalty: 3224.750488
	Iteration 54Q: 3 clusters Score -1776947 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -1776948.625000 Penalty: 3224.750488
	Iteration 55Q: 3 clusters Score -1776949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -1776950.750000 Penalty: 3224.750488
	Iteration 56Q: 3 clusters Score -1776951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1776949.375000 Penalty: 3224.750488
	Iteration 57Q: 3 clusters Score -1776949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -1776953.000000 Penalty: 3224.750488
	Iteration 58Q: 3 clusters Score -1776953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18857 members 
Entering Unmasked Estep 
Score: -1776956.875000 Penalty: 3224.750488
	Iteration 59Q: 3 clusters Score -1776957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -1776957.125000 Penalty: 3224.750488
	Iteration 60F: 3 clusters Score -1776957 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -1776961.500000 Penalty: 3224.750488
	Iteration 61Q: 3 clusters Score -1776962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -1776957.750000 Penalty: 3224.750488
	Iteration 62Q: 3 clusters Score -1776958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -1776962.875000 Penalty: 3224.750488
	Iteration 63Q: 3 clusters Score -1776963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -1776964.375000 Penalty: 3224.750488
	Iteration 64Q: 3 clusters Score -1776964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -1776965.750000 Penalty: 3224.750488
	Iteration 65Q: 3 clusters Score -1776966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -1776968.500000 Penalty: 3224.750488
	Iteration 66Q: 3 clusters Score -1776968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -1776968.375000 Penalty: 3224.750488
	Iteration 67Q: 3 clusters Score -1776968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -1776965.375000 Penalty: 3224.750488
	Iteration 68Q: 3 clusters Score -1776965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -1776965.000000 Penalty: 3224.750488
	Iteration 69Q: 3 clusters Score -1776965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -1776966.000000 Penalty: 3224.750488
	Iteration 70Q: 3 clusters Score -1776966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -1776966.625000 Penalty: 3224.750488
	Iteration 71Q: 3 clusters Score -1776967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1776967.750000 Penalty: 3224.750488
	Iteration 72Q: 3 clusters Score -1776968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -1776967.750000 Penalty: 3224.750488
	Iteration 73F: 3 clusters Score -1776968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (3377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Entering Unmasked Estep 
Score: -273610.625000 Penalty: 1320.270752
	Iteration 0F: 2 clusters Score -273610.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -270730.281250 Penalty: 2640.541504
	Iteration 0F: 3 clusters Score -270730.3 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -272365.718750 Penalty: 2640.541504
	Iteration 1F: 3 clusters Score -272365.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -273336.218750 Penalty: 2640.541504
	Iteration 2F: 3 clusters Score -273336.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274022.875000 Penalty: 2640.541504
	Iteration 3F: 3 clusters Score -274022.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -274414.625000 Penalty: 2640.541504
	Iteration 4F: 3 clusters Score -274414.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -274641.843750 Penalty: 2640.541504
	Iteration 5Q: 3 clusters Score -274641.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -274727.468750 Penalty: 2640.541504
	Iteration 6Q: 3 clusters Score -274727.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -274774.093750 Penalty: 2640.541504
	Iteration 7Q: 3 clusters Score -274774.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -274796.562500 Penalty: 2640.541504
	Iteration 8Q: 3 clusters Score -274796.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -274810.562500 Penalty: 2640.541504
	Iteration 9Q: 3 clusters Score -274810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -274819.437500 Penalty: 2640.541504
	Iteration 10Q: 3 clusters Score -274819.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -274825.593750 Penalty: 2640.541504
	Iteration 11Q: 3 clusters Score -274825.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -274829.500000 Penalty: 2640.541504
	Iteration 12Q: 3 clusters Score -274829.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -274832.125000 Penalty: 2640.541504
	Iteration 13Q: 3 clusters Score -274832.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274832.062500 Penalty: 2640.541504
	Iteration 14Q: 3 clusters Score -274832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -274832.062500 Penalty: 2640.541504
	Iteration 15F: 3 clusters Score -274832.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 4473 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 3859 members 
Mstep: Class 44 contains 16334 members 
Mstep: Class 45 contains 1031 members 
Mstep: Class 46 contains 943 members 
Entering Unmasked Estep 
Score: -40876768.000000 Penalty: 97874.718750
Splitting cluster 32 changes total score from -40874640.000000 to -40876768.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 33 (2382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Entering Unmasked Estep 
Score: -178612.750000 Penalty: 1263.550537
	Iteration 0F: 2 clusters Score -178612.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -176294.671875 Penalty: 2527.101074
	Iteration 0F: 3 clusters Score -176294.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -176935.812500 Penalty: 2527.101074
	Iteration 1F: 3 clusters Score -176935.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -177123.953125 Penalty: 2527.101074
	Iteration 2F: 3 clusters Score -177124 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -177236.968750 Penalty: 2527.101074
	Iteration 3F: 3 clusters Score -177237 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -177337.953125 Penalty: 2527.101074
	Iteration 4Q: 3 clusters Score -177338 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -177408.921875 Penalty: 2527.101074
	Iteration 5Q: 3 clusters Score -177408.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -177469.750000 Penalty: 2527.101074
	Iteration 6Q: 3 clusters Score -177469.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -177514.281250 Penalty: 2527.101074
	Iteration 7Q: 3 clusters Score -177514.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -177545.312500 Penalty: 2527.101074
	Iteration 8Q: 3 clusters Score -177545.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -177567.031250 Penalty: 2527.101074
	Iteration 9Q: 3 clusters Score -177567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -177585.843750 Penalty: 2527.101074
	Iteration 10Q: 3 clusters Score -177585.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -177611.593750 Penalty: 2527.101074
	Iteration 11Q: 3 clusters Score -177611.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -177633.656250 Penalty: 2527.101074
	Iteration 12Q: 3 clusters Score -177633.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -177661.453125 Penalty: 2527.101074
	Iteration 13Q: 3 clusters Score -177661.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -177683.453125 Penalty: 2527.101074
	Iteration 14Q: 3 clusters Score -177683.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -177706.562500 Penalty: 2527.101074
	Iteration 15Q: 3 clusters Score -177706.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -177727.359375 Penalty: 2527.101074
	Iteration 16Q: 3 clusters Score -177727.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -177749.203125 Penalty: 2527.101074
	Iteration 17Q: 3 clusters Score -177749.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -177770.453125 Penalty: 2527.101074
	Iteration 18Q: 3 clusters Score -177770.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -177787.531250 Penalty: 2527.101074
	Iteration 19Q: 3 clusters Score -177787.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -177806.343750 Penalty: 2527.101074
	Iteration 20F: 3 clusters Score -177806.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -177820.203125 Penalty: 2527.101074
	Iteration 21Q: 3 clusters Score -177820.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -177830.625000 Penalty: 2527.101074
	Iteration 22Q: 3 clusters Score -177830.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -177841.421875 Penalty: 2527.101074
	Iteration 23Q: 3 clusters Score -177841.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -177853.906250 Penalty: 2527.101074
	Iteration 24Q: 3 clusters Score -177853.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -177870.906250 Penalty: 2527.101074
	Iteration 25Q: 3 clusters Score -177870.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -177883.359375 Penalty: 2527.101074
	Iteration 26Q: 3 clusters Score -177883.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -177898.937500 Penalty: 2527.101074
	Iteration 27Q: 3 clusters Score -177898.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -177912.484375 Penalty: 2527.101074
	Iteration 28Q: 3 clusters Score -177912.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -177922.171875 Penalty: 2527.101074
	Iteration 29Q: 3 clusters Score -177922.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -177934.625000 Penalty: 2527.101074
	Iteration 30Q: 3 clusters Score -177934.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -177947.437500 Penalty: 2527.101074
	Iteration 31Q: 3 clusters Score -177947.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -177956.687500 Penalty: 2527.101074
	Iteration 32Q: 3 clusters Score -177956.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -177967.296875 Penalty: 2527.101074
	Iteration 33Q: 3 clusters Score -177967.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -177974.375000 Penalty: 2527.101074
	Iteration 34Q: 3 clusters Score -177974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177977.828125 Penalty: 2527.101074
	Iteration 35Q: 3 clusters Score -177977.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -177981.187500 Penalty: 2527.101074
	Iteration 36Q: 3 clusters Score -177981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -177983.109375 Penalty: 2527.101074
	Iteration 37Q: 3 clusters Score -177983.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -177984.312500 Penalty: 2527.101074
	Iteration 38Q: 3 clusters Score -177984.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -177984.671875 Penalty: 2527.101074
	Iteration 39Q: 3 clusters Score -177984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177985.015625 Penalty: 2527.101074
	Iteration 40F: 3 clusters Score -177985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177985.859375 Penalty: 2527.101074
	Iteration 41Q: 3 clusters Score -177985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -177985.859375 Penalty: 2527.101074
	Iteration 42F: 3 clusters Score -177985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (80072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80072 members 
Entering Unmasked Estep 
Score: -6975095.000000 Penalty: 1834.735840
	Iteration 0F: 2 clusters Score -6975095 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -6921640.500000 Penalty: 3669.471680
	Iteration 0F: 3 clusters Score -6921640 nChanged 38067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -6943788.500000 Penalty: 3669.471680
	Iteration 1F: 3 clusters Score -6943788 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37498 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -6945055.500000 Penalty: 3669.471680
	Iteration 2Q: 3 clusters Score -6945056 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35727 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -6946977.000000 Penalty: 3669.471680
	Iteration 3Q: 3 clusters Score -6946977 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -6950205.500000 Penalty: 3669.471680
	Iteration 4F: 3 clusters Score -6950206 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -6955063.000000 Penalty: 3669.471680
	Iteration 5F: 3 clusters Score -6955063 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 53578 members 
Entering Unmasked Estep 
Score: -6960017.000000 Penalty: 3669.471680
	Iteration 6F: 3 clusters Score -6960017 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -6964478.500000 Penalty: 3669.471680
	Iteration 7F: 3 clusters Score -6964478 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -6968148.500000 Penalty: 3669.471680
	Iteration 8F: 3 clusters Score -6968148 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -6970410.500000 Penalty: 3669.471680
	Iteration 9Q: 3 clusters Score -6970410 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 57774 members 
Entering Unmasked Estep 
Score: -6971263.500000 Penalty: 3669.471680
	Iteration 10Q: 3 clusters Score -6971264 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 57915 members 
Entering Unmasked Estep 
Score: -6971649.500000 Penalty: 3669.471680
	Iteration 11Q: 3 clusters Score -6971650 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -6971809.500000 Penalty: 3669.471680
	Iteration 12Q: 3 clusters Score -6971810 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -6971961.500000 Penalty: 3669.471680
	Iteration 13Q: 3 clusters Score -6971962 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -6972073.500000 Penalty: 3669.471680
	Iteration 14Q: 3 clusters Score -6972074 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -6972141.500000 Penalty: 3669.471680
	Iteration 15Q: 3 clusters Score -6972142 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 57983 members 
Entering Unmasked Estep 
Score: -6972178.000000 Penalty: 3669.471680
	Iteration 16Q: 3 clusters Score -6972178 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 57972 members 
Entering Unmasked Estep 
Score: -6972213.000000 Penalty: 3669.471680
	Iteration 17Q: 3 clusters Score -6972213 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 57977 members 
Entering Unmasked Estep 
Score: -6972240.500000 Penalty: 3669.471680
	Iteration 18Q: 3 clusters Score -6972240 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 57967 members 
Entering Unmasked Estep 
Score: -6972224.500000 Penalty: 3669.471680
	Iteration 19Q: 3 clusters Score -6972224 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -6972228.500000 Penalty: 3669.471680
	Iteration 20F: 3 clusters Score -6972228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -6972265.500000 Penalty: 3669.471680
	Iteration 21Q: 3 clusters Score -6972266 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 57964 members 
Entering Unmasked Estep 
Score: -6972254.500000 Penalty: 3669.471680
	Iteration 22Q: 3 clusters Score -6972254 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 57984 members 
Entering Unmasked Estep 
Score: -6972272.500000 Penalty: 3669.471680
	Iteration 23Q: 3 clusters Score -6972272 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -6972275.000000 Penalty: 3669.471680
	Iteration 24Q: 3 clusters Score -6972275 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22020 members 
Mstep: Class 2 contains 58052 members 
Entering Unmasked Estep 
Score: -6972284.000000 Penalty: 3669.471680
	Iteration 25Q: 3 clusters Score -6972284 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 58089 members 
Entering Unmasked Estep 
Score: -6972306.500000 Penalty: 3669.471680
	Iteration 26Q: 3 clusters Score -6972306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -6972291.000000 Penalty: 3669.471680
	Iteration 27Q: 3 clusters Score -6972291 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 58150 members 
Entering Unmasked Estep 
Score: -6972291.000000 Penalty: 3669.471680
	Iteration 28Q: 3 clusters Score -6972291 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 58190 members 
Entering Unmasked Estep 
Score: -6972305.000000 Penalty: 3669.471680
	Iteration 29Q: 3 clusters Score -6972305 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -6972302.000000 Penalty: 3669.471680
	Iteration 30Q: 3 clusters Score -6972302 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 58256 members 
Entering Unmasked Estep 
Score: -6972309.500000 Penalty: 3669.471680
	Iteration 31Q: 3 clusters Score -6972310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 58289 members 
Entering Unmasked Estep 
Score: -6972308.000000 Penalty: 3669.471680
	Iteration 32Q: 3 clusters Score -6972308 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21751 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -6972309.500000 Penalty: 3669.471680
	Iteration 33Q: 3 clusters Score -6972310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 58345 members 
Entering Unmasked Estep 
Score: -6972306.000000 Penalty: 3669.471680
	Iteration 34Q: 3 clusters Score -6972306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -6972296.000000 Penalty: 3669.471680
	Iteration 35Q: 3 clusters Score -6972296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 58382 members 
Entering Unmasked Estep 
Score: -6972299.500000 Penalty: 3669.471680
	Iteration 36Q: 3 clusters Score -6972300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 58392 members 
Entering Unmasked Estep 
Score: -6972296.000000 Penalty: 3669.471680
	Iteration 37Q: 3 clusters Score -6972296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 58407 members 
Entering Unmasked Estep 
Score: -6972283.500000 Penalty: 3669.471680
	Iteration 38Q: 3 clusters Score -6972284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 58419 members 
Entering Unmasked Estep 
Score: -6972286.000000 Penalty: 3669.471680
	Iteration 39Q: 3 clusters Score -6972286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -6972290.000000 Penalty: 3669.471680
	Iteration 40F: 3 clusters Score -6972290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 58441 members 
Entering Unmasked Estep 
Score: -6972285.500000 Penalty: 3669.471680
	Iteration 41Q: 3 clusters Score -6972286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 58456 members 
Entering Unmasked Estep 
Score: -6972283.500000 Penalty: 3669.471680
	Iteration 42Q: 3 clusters Score -6972284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -6972286.000000 Penalty: 3669.471680
	Iteration 43Q: 3 clusters Score -6972286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 58481 members 
Entering Unmasked Estep 
Score: -6972289.500000 Penalty: 3669.471680
	Iteration 44Q: 3 clusters Score -6972290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 58492 members 
Entering Unmasked Estep 
Score: -6972283.000000 Penalty: 3669.471680
	Iteration 45Q: 3 clusters Score -6972283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -6972284.500000 Penalty: 3669.471680
	Iteration 46Q: 3 clusters Score -6972284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 58500 members 
Entering Unmasked Estep 
Score: -6972281.000000 Penalty: 3669.471680
	Iteration 47Q: 3 clusters Score -6972281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 58502 members 
Entering Unmasked Estep 
Score: -6972277.000000 Penalty: 3669.471680
	Iteration 48Q: 3 clusters Score -6972277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 58505 members 
Entering Unmasked Estep 
Score: -6972275.500000 Penalty: 3669.471680
	Iteration 49Q: 3 clusters Score -6972276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6972276.500000 Penalty: 3669.471680
	Iteration 50Q: 3 clusters Score -6972276 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 58506 members 
Entering Unmasked Estep 
Score: -6972276.500000 Penalty: 3669.471680
	Iteration 51F: 3 clusters Score -6972276 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Entering Unmasked Estep 
Score: -746365.875000 Penalty: 1469.964844
	Iteration 0F: 2 clusters Score -746365.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -740158.125000 Penalty: 2939.929688
	Iteration 0F: 3 clusters Score -740158.1 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -742090.750000 Penalty: 2939.929688
	Iteration 1F: 3 clusters Score -742090.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -742297.687500 Penalty: 2939.929688
	Iteration 2F: 3 clusters Score -742297.7 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -742474.000000 Penalty: 2939.929688
	Iteration 3Q: 3 clusters Score -742474 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -742655.125000 Penalty: 2939.929688
	Iteration 4Q: 3 clusters Score -742655.1 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -742872.437500 Penalty: 2939.929688
	Iteration 5Q: 3 clusters Score -742872.4 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -743138.562500 Penalty: 2939.929688
	Iteration 6Q: 3 clusters Score -743138.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -743466.687500 Penalty: 2939.929688
	Iteration 7F: 3 clusters Score -743466.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -743772.562500 Penalty: 2939.929688
	Iteration 8Q: 3 clusters Score -743772.6 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -744063.312500 Penalty: 2939.929688
	Iteration 9Q: 3 clusters Score -744063.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -744310.125000 Penalty: 2939.929688
	Iteration 10Q: 3 clusters Score -744310.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -744497.125000 Penalty: 2939.929688
	Iteration 11Q: 3 clusters Score -744497.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -744661.687500 Penalty: 2939.929688
	Iteration 12Q: 3 clusters Score -744661.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -744782.875000 Penalty: 2939.929688
	Iteration 13Q: 3 clusters Score -744782.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -744893.250000 Penalty: 2939.929688
	Iteration 14Q: 3 clusters Score -744893.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -744986.562500 Penalty: 2939.929688
	Iteration 15Q: 3 clusters Score -744986.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -745059.125000 Penalty: 2939.929688
	Iteration 16Q: 3 clusters Score -745059.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -745142.687500 Penalty: 2939.929688
	Iteration 17Q: 3 clusters Score -745142.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -745210.812500 Penalty: 2939.929688
	Iteration 18Q: 3 clusters Score -745210.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -745266.875000 Penalty: 2939.929688
	Iteration 19Q: 3 clusters Score -745266.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -745305.937500 Penalty: 2939.929688
	Iteration 20F: 3 clusters Score -745305.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -745334.312500 Penalty: 2939.929688
	Iteration 21Q: 3 clusters Score -745334.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -745354.937500 Penalty: 2939.929688
	Iteration 22Q: 3 clusters Score -745354.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -745368.562500 Penalty: 2939.929688
	Iteration 23Q: 3 clusters Score -745368.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -745381.000000 Penalty: 2939.929688
	Iteration 24Q: 3 clusters Score -745381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -745387.937500 Penalty: 2939.929688
	Iteration 25Q: 3 clusters Score -745387.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -745390.812500 Penalty: 2939.929688
	Iteration 26Q: 3 clusters Score -745390.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -745392.062500 Penalty: 2939.929688
	Iteration 27Q: 3 clusters Score -745392.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -745393.812500 Penalty: 2939.929688
	Iteration 28Q: 3 clusters Score -745393.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -745395.187500 Penalty: 2939.929688
	Iteration 29Q: 3 clusters Score -745395.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -745395.875000 Penalty: 2939.929688
	Iteration 30Q: 3 clusters Score -745395.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -745395.875000 Penalty: 2939.929688
	Iteration 31F: 3 clusters Score -745395.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (4473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Entering Unmasked Estep 
Score: -371748.218750 Penalty: 1365.944824
	Iteration 0F: 2 clusters Score -371748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -368175.906250 Penalty: 2731.889648
	Iteration 0F: 3 clusters Score -368175.9 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -369431.687500 Penalty: 2731.889648
	Iteration 1F: 3 clusters Score -369431.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -370013.062500 Penalty: 2731.889648
	Iteration 2F: 3 clusters Score -370013.1 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -370442.000000 Penalty: 2731.889648
	Iteration 3F: 3 clusters Score -370442 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -370882.593750 Penalty: 2731.889648
	Iteration 4F: 3 clusters Score -370882.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -371254.250000 Penalty: 2731.889648
	Iteration 5F: 3 clusters Score -371254.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -371487.500000 Penalty: 2731.889648
	Iteration 6Q: 3 clusters Score -371487.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -371650.343750 Penalty: 2731.889648
	Iteration 7Q: 3 clusters Score -371650.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -371792.781250 Penalty: 2731.889648
	Iteration 8Q: 3 clusters Score -371792.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -371949.281250 Penalty: 2731.889648
	Iteration 9Q: 3 clusters Score -371949.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -372105.250000 Penalty: 2731.889648
	Iteration 10Q: 3 clusters Score -372105.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -372247.593750 Penalty: 2731.889648
	Iteration 11Q: 3 clusters Score -372247.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -372322.125000 Penalty: 2731.889648
	Iteration 12Q: 3 clusters Score -372322.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -372351.968750 Penalty: 2731.889648
	Iteration 13Q: 3 clusters Score -372352 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -372375.250000 Penalty: 2731.889648
	Iteration 14Q: 3 clusters Score -372375.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -372393.250000 Penalty: 2731.889648
	Iteration 15Q: 3 clusters Score -372393.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -372412.031250 Penalty: 2731.889648
	Iteration 16Q: 3 clusters Score -372412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -372427.437500 Penalty: 2731.889648
	Iteration 17Q: 3 clusters Score -372427.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -372436.250000 Penalty: 2731.889648
	Iteration 18Q: 3 clusters Score -372436.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -372451.343750 Penalty: 2731.889648
	Iteration 19Q: 3 clusters Score -372451.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -372470.187500 Penalty: 2731.889648
	Iteration 20F: 3 clusters Score -372470.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -372486.500000 Penalty: 2731.889648
	Iteration 21Q: 3 clusters Score -372486.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -372503.125000 Penalty: 2731.889648
	Iteration 22Q: 3 clusters Score -372503.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -372519.656250 Penalty: 2731.889648
	Iteration 23Q: 3 clusters Score -372519.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -372547.562500 Penalty: 2731.889648
	Iteration 24Q: 3 clusters Score -372547.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -372577.281250 Penalty: 2731.889648
	Iteration 25Q: 3 clusters Score -372577.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -372613.343750 Penalty: 2731.889648
	Iteration 26Q: 3 clusters Score -372613.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -372637.375000 Penalty: 2731.889648
	Iteration 27Q: 3 clusters Score -372637.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -372648.031250 Penalty: 2731.889648
	Iteration 28Q: 3 clusters Score -372648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -372656.093750 Penalty: 2731.889648
	Iteration 29Q: 3 clusters Score -372656.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -372664.437500 Penalty: 2731.889648
	Iteration 30Q: 3 clusters Score -372664.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -372666.187500 Penalty: 2731.889648
	Iteration 31Q: 3 clusters Score -372666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -372667.687500 Penalty: 2731.889648
	Iteration 32Q: 3 clusters Score -372667.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -372670.843750 Penalty: 2731.889648
	Iteration 33Q: 3 clusters Score -372670.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -372672.937500 Penalty: 2731.889648
	Iteration 34Q: 3 clusters Score -372672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -372673.750000 Penalty: 2731.889648
	Iteration 35Q: 3 clusters Score -372673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -372674.875000 Penalty: 2731.889648
	Iteration 36Q: 3 clusters Score -372674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -372676.781250 Penalty: 2731.889648
	Iteration 37Q: 3 clusters Score -372676.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -372677.718750 Penalty: 2731.889648
	Iteration 38Q: 3 clusters Score -372677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -372680.375000 Penalty: 2731.889648
	Iteration 39Q: 3 clusters Score -372680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -372683.343750 Penalty: 2731.889648
	Iteration 40F: 3 clusters Score -372683.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -372687.437500 Penalty: 2731.889648
	Iteration 41Q: 3 clusters Score -372687.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -372689.843750 Penalty: 2731.889648
	Iteration 42Q: 3 clusters Score -372689.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -372691.937500 Penalty: 2731.889648
	Iteration 43Q: 3 clusters Score -372691.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -372694.531250 Penalty: 2731.889648
	Iteration 44Q: 3 clusters Score -372694.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -372697.156250 Penalty: 2731.889648
	Iteration 45Q: 3 clusters Score -372697.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -372700.687500 Penalty: 2731.889648
	Iteration 46Q: 3 clusters Score -372700.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -372704.062500 Penalty: 2731.889648
	Iteration 47Q: 3 clusters Score -372704.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -372706.156250 Penalty: 2731.889648
	Iteration 48Q: 3 clusters Score -372706.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -372711.093750 Penalty: 2731.889648
	Iteration 49Q: 3 clusters Score -372711.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -372717.656250 Penalty: 2731.889648
	Iteration 50Q: 3 clusters Score -372717.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -372724.187500 Penalty: 2731.889648
	Iteration 51Q: 3 clusters Score -372724.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -372730.343750 Penalty: 2731.889648
	Iteration 52Q: 3 clusters Score -372730.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -372733.875000 Penalty: 2731.889648
	Iteration 53Q: 3 clusters Score -372733.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -372737.093750 Penalty: 2731.889648
	Iteration 54Q: 3 clusters Score -372737.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -372737.687500 Penalty: 2731.889648
	Iteration 55Q: 3 clusters Score -372737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -372738.000000 Penalty: 2731.889648
	Iteration 56Q: 3 clusters Score -372738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -372737.937500 Penalty: 2731.889648
	Iteration 57Q: 3 clusters Score -372737.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -372739.656250 Penalty: 2731.889648
	Iteration 58Q: 3 clusters Score -372739.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -372740.156250 Penalty: 2731.889648
	Iteration 59Q: 3 clusters Score -372740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -372740.875000 Penalty: 2731.889648
	Iteration 60F: 3 clusters Score -372740.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -372741.531250 Penalty: 2731.889648
	Iteration 61Q: 3 clusters Score -372741.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -372741.968750 Penalty: 2731.889648
	Iteration 62Q: 3 clusters Score -372742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -372742.593750 Penalty: 2731.889648
	Iteration 63Q: 3 clusters Score -372742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -372742.875000 Penalty: 2731.889648
	Iteration 64Q: 3 clusters Score -372742.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -372743.312500 Penalty: 2731.889648
	Iteration 65Q: 3 clusters Score -372743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -372743.312500 Penalty: 2731.889648
	Iteration 66F: 3 clusters Score -372743.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 1788 members 
Mstep: Class 38 contains 4884 members 
Mstep: Class 39 contains 1717 members 
Mstep: Class 40 contains 1846 members 
Mstep: Class 41 contains 386 members 
Mstep: Class 42 contains 4710 members 
Mstep: Class 43 contains 3859 members 
Mstep: Class 44 contains 16334 members 
Mstep: Class 45 contains 1031 members 
Mstep: Class 46 contains 943 members 
Mstep: Class 47 contains 3083 members 
Entering Unmasked Estep 
Score: -40877016.000000 Penalty: 100002.429688
Splitting cluster 36 changes total score from -40874640.000000 to -40877016.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 37 (1788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Entering Unmasked Estep 
Score: -124691.617188 Penalty: 1216.938599
	Iteration 0F: 2 clusters Score -124691.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -122789.078125 Penalty: 2433.877197
	Iteration 0F: 3 clusters Score -122789.1 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -123386.921875 Penalty: 2433.877197
	Iteration 1F: 3 clusters Score -123386.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -123544.382812 Penalty: 2433.877197
	Iteration 2F: 3 clusters Score -123544.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -123631.828125 Penalty: 2433.877197
	Iteration 3Q: 3 clusters Score -123631.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -123685.132812 Penalty: 2433.877197
	Iteration 4Q: 3 clusters Score -123685.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -123748.507812 Penalty: 2433.877197
	Iteration 5Q: 3 clusters Score -123748.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -123827.945312 Penalty: 2433.877197
	Iteration 6Q: 3 clusters Score -123827.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123890.023438 Penalty: 2433.877197
	Iteration 7Q: 3 clusters Score -123890 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -123945.757812 Penalty: 2433.877197
	Iteration 8Q: 3 clusters Score -123945.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -124003.906250 Penalty: 2433.877197
	Iteration 9Q: 3 clusters Score -124003.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -124047.867188 Penalty: 2433.877197
	Iteration 10Q: 3 clusters Score -124047.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -124085.218750 Penalty: 2433.877197
	Iteration 11Q: 3 clusters Score -124085.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -124110.921875 Penalty: 2433.877197
	Iteration 12Q: 3 clusters Score -124110.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -124122.312500 Penalty: 2433.877197
	Iteration 13Q: 3 clusters Score -124122.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -124132.687500 Penalty: 2433.877197
	Iteration 14Q: 3 clusters Score -124132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124137.640625 Penalty: 2433.877197
	Iteration 15Q: 3 clusters Score -124137.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -124142.484375 Penalty: 2433.877197
	Iteration 16Q: 3 clusters Score -124142.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -124153.789062 Penalty: 2433.877197
	Iteration 17Q: 3 clusters Score -124153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -124166.859375 Penalty: 2433.877197
	Iteration 18Q: 3 clusters Score -124166.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -124180.148438 Penalty: 2433.877197
	Iteration 19Q: 3 clusters Score -124180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -124205.187500 Penalty: 2433.877197
	Iteration 20F: 3 clusters Score -124205.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124238.960938 Penalty: 2433.877197
	Iteration 21Q: 3 clusters Score -124239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -124252.843750 Penalty: 2433.877197
	Iteration 22Q: 3 clusters Score -124252.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -124268.421875 Penalty: 2433.877197
	Iteration 23Q: 3 clusters Score -124268.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -124274.429688 Penalty: 2433.877197
	Iteration 24Q: 3 clusters Score -124274.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -124277.351562 Penalty: 2433.877197
	Iteration 25Q: 3 clusters Score -124277.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -124285.703125 Penalty: 2433.877197
	Iteration 26Q: 3 clusters Score -124285.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -124293.187500 Penalty: 2433.877197
	Iteration 27Q: 3 clusters Score -124293.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -124303.890625 Penalty: 2433.877197
	Iteration 28Q: 3 clusters Score -124303.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124308.601562 Penalty: 2433.877197
	Iteration 29Q: 3 clusters Score -124308.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124309.343750 Penalty: 2433.877197
	Iteration 30Q: 3 clusters Score -124309.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -124311.593750 Penalty: 2433.877197
	Iteration 31F: 3 clusters Score -124311.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -124406.500000 Penalty: 2433.877197
	Iteration 32Q: 3 clusters Score -124406.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124443.078125 Penalty: 2433.877197
	Iteration 33Q: 3 clusters Score -124443.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -124457.132812 Penalty: 2433.877197
	Iteration 34Q: 3 clusters Score -124457.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -124465.890625 Penalty: 2433.877197
	Iteration 35Q: 3 clusters Score -124465.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -124473.539062 Penalty: 2433.877197
	Iteration 36Q: 3 clusters Score -124473.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -124487.398438 Penalty: 2433.877197
	Iteration 37Q: 3 clusters Score -124487.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -124501.445312 Penalty: 2433.877197
	Iteration 38Q: 3 clusters Score -124501.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -124522.992188 Penalty: 2433.877197
	Iteration 39Q: 3 clusters Score -124523 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124545.882812 Penalty: 2433.877197
	Iteration 40F: 3 clusters Score -124545.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -124561.820312 Penalty: 2433.877197
	Iteration 41Q: 3 clusters Score -124561.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124574.656250 Penalty: 2433.877197
	Iteration 42Q: 3 clusters Score -124574.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -124583.203125 Penalty: 2433.877197
	Iteration 43Q: 3 clusters Score -124583.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124588.953125 Penalty: 2433.877197
	Iteration 44Q: 3 clusters Score -124589 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124597.210938 Penalty: 2433.877197
	Iteration 45Q: 3 clusters Score -124597.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124609.304688 Penalty: 2433.877197
	Iteration 46Q: 3 clusters Score -124609.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124613.359375 Penalty: 2433.877197
	Iteration 47Q: 3 clusters Score -124613.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -124615.148438 Penalty: 2433.877197
	Iteration 48Q: 3 clusters Score -124615.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -124617.968750 Penalty: 2433.877197
	Iteration 49Q: 3 clusters Score -124618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -124620.585938 Penalty: 2433.877197
	Iteration 50Q: 3 clusters Score -124620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -124627.937500 Penalty: 2433.877197
	Iteration 51Q: 3 clusters Score -124627.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -124630.375000 Penalty: 2433.877197
	Iteration 52Q: 3 clusters Score -124630.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -124634.218750 Penalty: 2433.877197
	Iteration 53Q: 3 clusters Score -124634.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124639.421875 Penalty: 2433.877197
	Iteration 54Q: 3 clusters Score -124639.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -124640.609375 Penalty: 2433.877197
	Iteration 55Q: 3 clusters Score -124640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124641.085938 Penalty: 2433.877197
	Iteration 56Q: 3 clusters Score -124641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -124641.085938 Penalty: 2433.877197
	Iteration 57F: 3 clusters Score -124641.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 38160 members 
Mstep: Class 5 contains 4010 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 3126 members 
Mstep: Class 8 contains 10998 members 
Mstep: Class 9 contains 9760 members 
Mstep: Class 10 contains 7005 members 
Mstep: Class 11 contains 7990 members 
Mstep: Class 12 contains 15586 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 803 members 
Mstep: Class 17 contains 1470 members 
Mstep: Class 18 contains 12052 members 
Mstep: Class 19 contains 1690 members 
Mstep: Class 20 contains 5872 members 
Mstep: Class 21 contains 3142 members 
Mstep: Class 22 contains 107768 members 
Mstep: Class 23 contains 8855 members 
Mstep: Class 24 contains 4062 members 
Mstep: Class 25 contains 29315 members 
Mstep: Class 26 contains 2559 members 
Mstep: Class 27 contains 7726 members 
Mstep: Class 28 contains 11804 members 
Mstep: Class 29 contains 510 members 
Mstep: Class 30 contains 2528 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 2434 members 
Mstep: Class 33 contains 2382 members 
Mstep: Class 34 contains 80072 members 
Mstep: Class 35 contains 8484 members 
Mstep: Class 36 contains 1390 members 
Mstep: Class 37 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40880764.000000 Penalty: 100002.429688
Iteration 79Q: 48 clusters Score -4.088076e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 7 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 2379 members 
Mstep: Class 4 contains 38181 members 
Mstep: Class 5 contains 3918 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 11034 members 
Mstep: Class 9 contains 9757 members 
Mstep: Class 10 contains 7118 members 
Mstep: Class 11 contains 7976 members 
Mstep: Class 12 contains 15595 members 
Mstep: Class 13 contains 242 members 
Mstep: Class 14 contains 16123 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 861 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 12053 members 
Mstep: Class 19 contains 1652 members 
Mstep: Class 20 contains 5813 members 
Mstep: Class 21 contains 3119 members 
Mstep: Class 22 contains 107750 members 
Mstep: Class 23 contains 8921 members 
Mstep: Class 24 contains 4155 members 
Mstep: Class 25 contains 29597 members 
Mstep: Class 26 contains 2558 members 
Mstep: Class 27 contains 7747 members 
Mstep: Class 28 contains 11802 members 
Mstep: Class 29 contains 586 members 
Mstep: Class 30 contains 2586 members 
Mstep: Class 31 contains 20357 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2366 members 
Mstep: Class 34 contains 80683 members 
Mstep: Class 35 contains 8576 members 
Mstep: Class 36 contains 1357 members 
Mstep: Class 37 contains 1828 members 
Mstep: Class 38 contains 4732 members 
Mstep: Class 39 contains 1668 members 
Mstep: Class 40 contains 1795 members 
Mstep: Class 41 contains 381 members 
Mstep: Class 42 contains 4437 members 
Mstep: Class 43 contains 3856 members 
Mstep: Class 44 contains 15582 members 
Mstep: Class 45 contains 1000 members 
Mstep: Class 46 contains 919 members 
Mstep: Class 47 contains 3038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40884584.000000 Penalty: 100002.429688
Iteration 80F: 48 clusters Score -4.088458e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 38199 members 
Mstep: Class 5 contains 3852 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2832 members 
Mstep: Class 8 contains 11035 members 
Mstep: Class 9 contains 9721 members 
Mstep: Class 10 contains 6988 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 15582 members 
Mstep: Class 13 contains 230 members 
Mstep: Class 14 contains 15376 members 
Mstep: Class 15 contains 3220 members 
Mstep: Class 16 contains 873 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 12057 members 
Mstep: Class 19 contains 1616 members 
Mstep: Class 20 contains 5720 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107705 members 
Mstep: Class 23 contains 8950 members 
Mstep: Class 24 contains 4177 members 
Mstep: Class 25 contains 29692 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7739 members 
Mstep: Class 28 contains 11798 members 
Mstep: Class 29 contains 615 members 
Mstep: Class 30 contains 2550 members 
Mstep: Class 31 contains 20262 members 
Mstep: Class 32 contains 2446 members 
Mstep: Class 33 contains 2320 members 
Mstep: Class 34 contains 80488 members 
Mstep: Class 35 contains 8608 members 
Mstep: Class 36 contains 1320 members 
Mstep: Class 37 contains 1844 members 
Mstep: Class 38 contains 4991 members 
Mstep: Class 39 contains 1660 members 
Mstep: Class 40 contains 1895 members 
Mstep: Class 41 contains 404 members 
Mstep: Class 42 contains 4757 members 
Mstep: Class 43 contains 4565 members 
Mstep: Class 44 contains 15678 members 
Mstep: Class 45 contains 992 members 
Mstep: Class 46 contains 957 members 
Mstep: Class 47 contains 3118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40886440.000000 Penalty: 100002.429688
Iteration 81Q: 48 clusters Score -4.088644e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 38214 members 
Mstep: Class 5 contains 3789 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2698 members 
Mstep: Class 8 contains 11059 members 
Mstep: Class 9 contains 9694 members 
Mstep: Class 10 contains 6880 members 
Mstep: Class 11 contains 7878 members 
Mstep: Class 12 contains 15576 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 14830 members 
Mstep: Class 15 contains 3202 members 
Mstep: Class 16 contains 889 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 12077 members 
Mstep: Class 19 contains 1592 members 
Mstep: Class 20 contains 5663 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 107681 members 
Mstep: Class 23 contains 8986 members 
Mstep: Class 24 contains 4204 members 
Mstep: Class 25 contains 29857 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7769 members 
Mstep: Class 28 contains 11798 members 
Mstep: Class 29 contains 643 members 
Mstep: Class 30 contains 2545 members 
Mstep: Class 31 contains 20213 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 2289 members 
Mstep: Class 34 contains 80286 members 
Mstep: Class 35 contains 8646 members 
Mstep: Class 36 contains 1295 members 
Mstep: Class 37 contains 1857 members 
Mstep: Class 38 contains 5163 members 
Mstep: Class 39 contains 1658 members 
Mstep: Class 40 contains 1936 members 
Mstep: Class 41 contains 414 members 
Mstep: Class 42 contains 4961 members 
Mstep: Class 43 contains 5084 members 
Mstep: Class 44 contains 15658 members 
Mstep: Class 45 contains 984 members 
Mstep: Class 46 contains 976 members 
Mstep: Class 47 contains 3135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887140.000000 Penalty: 100002.429688
Iteration 82Q: 48 clusters Score -4.088714e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 2360 members 
Mstep: Class 4 contains 38219 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 11086 members 
Mstep: Class 9 contains 9681 members 
Mstep: Class 10 contains 6785 members 
Mstep: Class 11 contains 7823 members 
Mstep: Class 12 contains 15577 members 
Mstep: Class 13 contains 223 members 
Mstep: Class 14 contains 14417 members 
Mstep: Class 15 contains 3198 members 
Mstep: Class 16 contains 899 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 12106 members 
Mstep: Class 19 contains 1572 members 
Mstep: Class 20 contains 5646 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107677 members 
Mstep: Class 23 contains 9007 members 
Mstep: Class 24 contains 4230 members 
Mstep: Class 25 contains 30000 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7789 members 
Mstep: Class 28 contains 11798 members 
Mstep: Class 29 contains 662 members 
Mstep: Class 30 contains 2541 members 
Mstep: Class 31 contains 20181 members 
Mstep: Class 32 contains 2445 members 
Mstep: Class 33 contains 2264 members 
Mstep: Class 34 contains 80075 members 
Mstep: Class 35 contains 8681 members 
Mstep: Class 36 contains 1274 members 
Mstep: Class 37 contains 1863 members 
Mstep: Class 38 contains 5306 members 
Mstep: Class 39 contains 1658 members 
Mstep: Class 40 contains 1967 members 
Mstep: Class 41 contains 420 members 
Mstep: Class 42 contains 5134 members 
Mstep: Class 43 contains 5475 members 
Mstep: Class 44 contains 15624 members 
Mstep: Class 45 contains 978 members 
Mstep: Class 46 contains 986 members 
Mstep: Class 47 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40887768.000000 Penalty: 100002.429688
Iteration 83Q: 48 clusters Score -4.088777e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 2355 members 
Mstep: Class 4 contains 38225 members 
Mstep: Class 5 contains 3706 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2501 members 
Mstep: Class 8 contains 11103 members 
Mstep: Class 9 contains 9668 members 
Mstep: Class 10 contains 6717 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 12 contains 15574 members 
Mstep: Class 13 contains 221 members 
Mstep: Class 14 contains 14064 members 
Mstep: Class 15 contains 3184 members 
Mstep: Class 16 contains 906 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 12146 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 5632 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107664 members 
Mstep: Class 23 contains 9028 members 
Mstep: Class 24 contains 4251 members 
Mstep: Class 25 contains 30128 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7808 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 691 members 
Mstep: Class 30 contains 2539 members 
Mstep: Class 31 contains 20175 members 
Mstep: Class 32 contains 2447 members 
Mstep: Class 33 contains 2238 members 
Mstep: Class 34 contains 79884 members 
Mstep: Class 35 contains 8698 members 
Mstep: Class 36 contains 1264 members 
Mstep: Class 37 contains 1866 members 
Mstep: Class 38 contains 5425 members 
Mstep: Class 39 contains 1655 members 
Mstep: Class 40 contains 1982 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 5267 members 
Mstep: Class 43 contains 5814 members 
Mstep: Class 44 contains 15574 members 
Mstep: Class 45 contains 973 members 
Mstep: Class 46 contains 987 members 
Mstep: Class 47 contains 3173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888232.000000 Penalty: 100002.429688
Iteration 84Q: 48 clusters Score -4.088823e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 38230 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2417 members 
Mstep: Class 8 contains 11119 members 
Mstep: Class 9 contains 9663 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 15570 members 
Mstep: Class 13 contains 220 members 
Mstep: Class 14 contains 13768 members 
Mstep: Class 15 contains 3174 members 
Mstep: Class 16 contains 914 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 12199 members 
Mstep: Class 19 contains 1552 members 
Mstep: Class 20 contains 5620 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107652 members 
Mstep: Class 23 contains 9055 members 
Mstep: Class 24 contains 4265 members 
Mstep: Class 25 contains 30232 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7831 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 710 members 
Mstep: Class 30 contains 2538 members 
Mstep: Class 31 contains 20177 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 2223 members 
Mstep: Class 34 contains 79683 members 
Mstep: Class 35 contains 8714 members 
Mstep: Class 36 contains 1244 members 
Mstep: Class 37 contains 1874 members 
Mstep: Class 38 contains 5537 members 
Mstep: Class 39 contains 1652 members 
Mstep: Class 40 contains 1996 members 
Mstep: Class 41 contains 422 members 
Mstep: Class 42 contains 5377 members 
Mstep: Class 43 contains 6084 members 
Mstep: Class 44 contains 15545 members 
Mstep: Class 45 contains 972 members 
Mstep: Class 46 contains 983 members 
Mstep: Class 47 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888388.000000 Penalty: 100002.429688
Iteration 85Q: 48 clusters Score -4.088839e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 38232 members 
Mstep: Class 5 contains 3659 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 11134 members 
Mstep: Class 9 contains 9661 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 7749 members 
Mstep: Class 12 contains 15563 members 
Mstep: Class 13 contains 219 members 
Mstep: Class 14 contains 13533 members 
Mstep: Class 15 contains 3169 members 
Mstep: Class 16 contains 918 members 
Mstep: Class 17 contains 1462 members 
Mstep: Class 18 contains 12233 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 5616 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107644 members 
Mstep: Class 23 contains 9074 members 
Mstep: Class 24 contains 4266 members 
Mstep: Class 25 contains 30299 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7860 members 
Mstep: Class 28 contains 11798 members 
Mstep: Class 29 contains 730 members 
Mstep: Class 30 contains 2548 members 
Mstep: Class 31 contains 20177 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 2209 members 
Mstep: Class 34 contains 79533 members 
Mstep: Class 35 contains 8734 members 
Mstep: Class 36 contains 1225 members 
Mstep: Class 37 contains 1878 members 
Mstep: Class 38 contains 5635 members 
Mstep: Class 39 contains 1649 members 
Mstep: Class 40 contains 2009 members 
Mstep: Class 41 contains 423 members 
Mstep: Class 42 contains 5458 members 
Mstep: Class 43 contains 6318 members 
Mstep: Class 44 contains 15496 members 
Mstep: Class 45 contains 972 members 
Mstep: Class 46 contains 986 members 
Mstep: Class 47 contains 3200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888488.000000 Penalty: 100002.429688
Iteration 86Q: 48 clusters Score -4.088849e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4992 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 38243 members 
Mstep: Class 5 contains 3635 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 2275 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 9660 members 
Mstep: Class 10 contains 6561 members 
Mstep: Class 11 contains 7734 members 
Mstep: Class 12 contains 15559 members 
Mstep: Class 13 contains 218 members 
Mstep: Class 14 contains 13354 members 
Mstep: Class 15 contains 3166 members 
Mstep: Class 16 contains 919 members 
Mstep: Class 17 contains 1464 members 
Mstep: Class 18 contains 12265 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107634 members 
Mstep: Class 23 contains 9086 members 
Mstep: Class 24 contains 4274 members 
Mstep: Class 25 contains 30365 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7873 members 
Mstep: Class 28 contains 11797 members 
Mstep: Class 29 contains 746 members 
Mstep: Class 30 contains 2549 members 
Mstep: Class 31 contains 20175 members 
Mstep: Class 32 contains 2449 members 
Mstep: Class 33 contains 2193 members 
Mstep: Class 34 contains 79395 members 
Mstep: Class 35 contains 8754 members 
Mstep: Class 36 contains 1207 members 
Mstep: Class 37 contains 1882 members 
Mstep: Class 38 contains 5720 members 
Mstep: Class 39 contains 1648 members 
Mstep: Class 40 contains 2016 members 
Mstep: Class 41 contains 424 members 
Mstep: Class 42 contains 5533 members 
Mstep: Class 43 contains 6522 members 
Mstep: Class 44 contains 15477 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 992 members 
Mstep: Class 47 contains 3206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888564.000000 Penalty: 100002.429688
Iteration 87Q: 48 clusters Score -4.088856e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 2339 members 
Mstep: Class 4 contains 38254 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 9659 members 
Mstep: Class 10 contains 6500 members 
Mstep: Class 11 contains 7716 members 
Mstep: Class 12 contains 15556 members 
Mstep: Class 13 contains 217 members 
Mstep: Class 14 contains 13208 members 
Mstep: Class 15 contains 3161 members 
Mstep: Class 16 contains 923 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 12291 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107622 members 
Mstep: Class 23 contains 9095 members 
Mstep: Class 24 contains 4280 members 
Mstep: Class 25 contains 30432 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 7881 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 20187 members 
Mstep: Class 32 contains 2451 members 
Mstep: Class 33 contains 2185 members 
Mstep: Class 34 contains 79310 members 
Mstep: Class 35 contains 8763 members 
Mstep: Class 36 contains 1192 members 
Mstep: Class 37 contains 1884 members 
Mstep: Class 38 contains 5788 members 
Mstep: Class 39 contains 1646 members 
Mstep: Class 40 contains 2018 members 
Mstep: Class 41 contains 425 members 
Mstep: Class 42 contains 5601 members 
Mstep: Class 43 contains 6678 members 
Mstep: Class 44 contains 15449 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 995 members 
Mstep: Class 47 contains 3213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888664.000000 Penalty: 100002.429688
Iteration 88Q: 48 clusters Score -4.088866e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 3599 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 2152 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 9657 members 
Mstep: Class 10 contains 6438 members 
Mstep: Class 11 contains 7704 members 
Mstep: Class 12 contains 15552 members 
Mstep: Class 13 contains 216 members 
Mstep: Class 14 contains 13070 members 
Mstep: Class 15 contains 3163 members 
Mstep: Class 16 contains 928 members 
Mstep: Class 17 contains 1467 members 
Mstep: Class 18 contains 12310 members 
Mstep: Class 19 contains 1530 members 
Mstep: Class 20 contains 5621 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107615 members 
Mstep: Class 23 contains 9107 members 
Mstep: Class 24 contains 4279 members 
Mstep: Class 25 contains 30507 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7885 members 
Mstep: Class 28 contains 11792 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 2545 members 
Mstep: Class 31 contains 20186 members 
Mstep: Class 32 contains 2452 members 
Mstep: Class 33 contains 2181 members 
Mstep: Class 34 contains 79227 members 
Mstep: Class 35 contains 8773 members 
Mstep: Class 36 contains 1179 members 
Mstep: Class 37 contains 1892 members 
Mstep: Class 38 contains 5859 members 
Mstep: Class 39 contains 1644 members 
Mstep: Class 40 contains 2022 members 
Mstep: Class 41 contains 426 members 
Mstep: Class 42 contains 5664 members 
Mstep: Class 43 contains 6816 members 
Mstep: Class 44 contains 15424 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 999 members 
Mstep: Class 47 contains 3217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888696.000000 Penalty: 100002.429688
Iteration 89Q: 48 clusters Score -4.08887e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5011 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 2094 members 
Mstep: Class 8 contains 11148 members 
Mstep: Class 9 contains 9655 members 
Mstep: Class 10 contains 6378 members 
Mstep: Class 11 contains 7699 members 
Mstep: Class 12 contains 15548 members 
Mstep: Class 13 contains 215 members 
Mstep: Class 14 contains 12930 members 
Mstep: Class 15 contains 3158 members 
Mstep: Class 16 contains 929 members 
Mstep: Class 17 contains 1465 members 
Mstep: Class 18 contains 12325 members 
Mstep: Class 19 contains 1526 members 
Mstep: Class 20 contains 5619 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107615 members 
Mstep: Class 23 contains 9115 members 
Mstep: Class 24 contains 4281 members 
Mstep: Class 25 contains 30576 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7889 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 762 members 
Mstep: Class 30 contains 2544 members 
Mstep: Class 31 contains 20186 members 
Mstep: Class 32 contains 2454 members 
Mstep: Class 33 contains 2180 members 
Mstep: Class 34 contains 79159 members 
Mstep: Class 35 contains 8780 members 
Mstep: Class 36 contains 1167 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 5932 members 
Mstep: Class 39 contains 1641 members 
Mstep: Class 40 contains 2033 members 
Mstep: Class 41 contains 427 members 
Mstep: Class 42 contains 5716 members 
Mstep: Class 43 contains 6946 members 
Mstep: Class 44 contains 15400 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 1000 members 
Mstep: Class 47 contains 3223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888816.000000 Penalty: 100002.429688
Iteration 90Q: 48 clusters Score -4.088882e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 3583 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 2037 members 
Mstep: Class 8 contains 11146 members 
Mstep: Class 9 contains 9648 members 
Mstep: Class 10 contains 6310 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 15541 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 12806 members 
Mstep: Class 15 contains 3153 members 
Mstep: Class 16 contains 933 members 
Mstep: Class 17 contains 1461 members 
Mstep: Class 18 contains 12342 members 
Mstep: Class 19 contains 1523 members 
Mstep: Class 20 contains 5615 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 107618 members 
Mstep: Class 23 contains 9121 members 
Mstep: Class 24 contains 4282 members 
Mstep: Class 25 contains 30635 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7895 members 
Mstep: Class 28 contains 11789 members 
Mstep: Class 29 contains 761 members 
Mstep: Class 30 contains 2547 members 
Mstep: Class 31 contains 20192 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2178 members 
Mstep: Class 34 contains 79109 members 
Mstep: Class 35 contains 8794 members 
Mstep: Class 36 contains 1158 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 6007 members 
Mstep: Class 39 contains 1640 members 
Mstep: Class 40 contains 2034 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5758 members 
Mstep: Class 43 contains 7066 members 
Mstep: Class 44 contains 15377 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 1000 members 
Mstep: Class 47 contains 3227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888940.000000 Penalty: 100002.429688
Iteration 91Q: 48 clusters Score -4.088894e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38258 members 
Mstep: Class 5 contains 3574 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1979 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 9650 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 15531 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 12703 members 
Mstep: Class 15 contains 3143 members 
Mstep: Class 16 contains 936 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 12358 members 
Mstep: Class 19 contains 1520 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 3107 members 
Mstep: Class 22 contains 107621 members 
Mstep: Class 23 contains 9127 members 
Mstep: Class 24 contains 4293 members 
Mstep: Class 25 contains 30690 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 11785 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 2550 members 
Mstep: Class 31 contains 20203 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2177 members 
Mstep: Class 34 contains 79055 members 
Mstep: Class 35 contains 8799 members 
Mstep: Class 36 contains 1154 members 
Mstep: Class 37 contains 1902 members 
Mstep: Class 38 contains 6054 members 
Mstep: Class 39 contains 1639 members 
Mstep: Class 40 contains 2039 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5803 members 
Mstep: Class 43 contains 7170 members 
Mstep: Class 44 contains 15353 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 1001 members 
Mstep: Class 47 contains 3230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889020.000000 Penalty: 100002.429688
Iteration 92Q: 48 clusters Score -4.088902e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5047 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38259 members 
Mstep: Class 5 contains 3569 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1922 members 
Mstep: Class 8 contains 11141 members 
Mstep: Class 9 contains 9648 members 
Mstep: Class 10 contains 6212 members 
Mstep: Class 11 contains 7692 members 
Mstep: Class 12 contains 15528 members 
Mstep: Class 13 contains 214 members 
Mstep: Class 14 contains 12604 members 
Mstep: Class 15 contains 3138 members 
Mstep: Class 16 contains 939 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 12368 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 3106 members 
Mstep: Class 22 contains 107621 members 
Mstep: Class 23 contains 9130 members 
Mstep: Class 24 contains 4302 members 
Mstep: Class 25 contains 30730 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7904 members 
Mstep: Class 28 contains 11784 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 2556 members 
Mstep: Class 31 contains 20203 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2167 members 
Mstep: Class 34 contains 79024 members 
Mstep: Class 35 contains 8809 members 
Mstep: Class 36 contains 1149 members 
Mstep: Class 37 contains 1901 members 
Mstep: Class 38 contains 6091 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2041 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5846 members 
Mstep: Class 43 contains 7272 members 
Mstep: Class 44 contains 15350 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 1002 members 
Mstep: Class 47 contains 3235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889072.000000 Penalty: 100002.429688
Iteration 93Q: 48 clusters Score -4.088907e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38258 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1890 members 
Mstep: Class 8 contains 11140 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 6164 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 15520 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 12491 members 
Mstep: Class 15 contains 3135 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 1456 members 
Mstep: Class 18 contains 12377 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 5614 members 
Mstep: Class 21 contains 3105 members 
Mstep: Class 22 contains 107621 members 
Mstep: Class 23 contains 9137 members 
Mstep: Class 24 contains 4306 members 
Mstep: Class 25 contains 30765 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 11785 members 
Mstep: Class 29 contains 759 members 
Mstep: Class 30 contains 2557 members 
Mstep: Class 31 contains 20209 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2160 members 
Mstep: Class 34 contains 78986 members 
Mstep: Class 35 contains 8810 members 
Mstep: Class 36 contains 1144 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 6120 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2041 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5899 members 
Mstep: Class 43 contains 7382 members 
Mstep: Class 44 contains 15343 members 
Mstep: Class 45 contains 970 members 
Mstep: Class 46 contains 1003 members 
Mstep: Class 47 contains 3242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889000.000000 Penalty: 100002.429688
Iteration 94Q: 48 clusters Score -4.0889e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 3562 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 1852 members 
Mstep: Class 8 contains 11138 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 6115 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 15512 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12401 members 
Mstep: Class 15 contains 3133 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 1455 members 
Mstep: Class 18 contains 12392 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5613 members 
Mstep: Class 21 contains 3105 members 
Mstep: Class 22 contains 107625 members 
Mstep: Class 23 contains 9142 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 30788 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 758 members 
Mstep: Class 30 contains 2563 members 
Mstep: Class 31 contains 20200 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2159 members 
Mstep: Class 34 contains 78948 members 
Mstep: Class 35 contains 8819 members 
Mstep: Class 36 contains 1144 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 6149 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2038 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5938 members 
Mstep: Class 43 contains 7501 members 
Mstep: Class 44 contains 15330 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888976.000000 Penalty: 100002.429688
Iteration 95Q: 48 clusters Score -4.088898e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5059 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38256 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1821 members 
Mstep: Class 8 contains 11142 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 6058 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 15505 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12322 members 
Mstep: Class 15 contains 3130 members 
Mstep: Class 16 contains 943 members 
Mstep: Class 17 contains 1452 members 
Mstep: Class 18 contains 12405 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5612 members 
Mstep: Class 21 contains 3105 members 
Mstep: Class 22 contains 107625 members 
Mstep: Class 23 contains 9143 members 
Mstep: Class 24 contains 4310 members 
Mstep: Class 25 contains 30815 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 11783 members 
Mstep: Class 29 contains 755 members 
Mstep: Class 30 contains 2567 members 
Mstep: Class 31 contains 20203 members 
Mstep: Class 32 contains 2457 members 
Mstep: Class 33 contains 2157 members 
Mstep: Class 34 contains 78896 members 
Mstep: Class 35 contains 8826 members 
Mstep: Class 36 contains 1143 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 6180 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2039 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5969 members 
Mstep: Class 43 contains 7629 members 
Mstep: Class 44 contains 15313 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888992.000000 Penalty: 100002.429688
Iteration 96Q: 48 clusters Score -4.088899e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38255 members 
Mstep: Class 5 contains 3554 members 
Mstep: Class 6 contains 2577 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 11144 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 6002 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 15497 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12249 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1449 members 
Mstep: Class 18 contains 12415 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3103 members 
Mstep: Class 22 contains 107627 members 
Mstep: Class 23 contains 9143 members 
Mstep: Class 24 contains 4314 members 
Mstep: Class 25 contains 30838 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7911 members 
Mstep: Class 28 contains 11785 members 
Mstep: Class 29 contains 754 members 
Mstep: Class 30 contains 2569 members 
Mstep: Class 31 contains 20205 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2153 members 
Mstep: Class 34 contains 78846 members 
Mstep: Class 35 contains 8833 members 
Mstep: Class 36 contains 1142 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 6215 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2040 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 5995 members 
Mstep: Class 43 contains 7744 members 
Mstep: Class 44 contains 15305 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40888932.000000 Penalty: 100002.429688
Iteration 97Q: 48 clusters Score -4.088893e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38256 members 
Mstep: Class 5 contains 3551 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1760 members 
Mstep: Class 8 contains 11145 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5948 members 
Mstep: Class 11 contains 7693 members 
Mstep: Class 12 contains 15487 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12171 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1445 members 
Mstep: Class 18 contains 12430 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3102 members 
Mstep: Class 22 contains 107627 members 
Mstep: Class 23 contains 9146 members 
Mstep: Class 24 contains 4317 members 
Mstep: Class 25 contains 30857 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11787 members 
Mstep: Class 29 contains 752 members 
Mstep: Class 30 contains 2576 members 
Mstep: Class 31 contains 20210 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2149 members 
Mstep: Class 34 contains 78815 members 
Mstep: Class 35 contains 8848 members 
Mstep: Class 36 contains 1140 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 6256 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2040 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6022 members 
Mstep: Class 43 contains 7840 members 
Mstep: Class 44 contains 15291 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889088.000000 Penalty: 100002.429688
Iteration 98Q: 48 clusters Score -4.088909e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38257 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1735 members 
Mstep: Class 8 contains 11149 members 
Mstep: Class 9 contains 9635 members 
Mstep: Class 10 contains 5904 members 
Mstep: Class 11 contains 7690 members 
Mstep: Class 12 contains 15483 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12096 members 
Mstep: Class 15 contains 3125 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1444 members 
Mstep: Class 18 contains 12444 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3100 members 
Mstep: Class 22 contains 107624 members 
Mstep: Class 23 contains 9148 members 
Mstep: Class 24 contains 4319 members 
Mstep: Class 25 contains 30873 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 11789 members 
Mstep: Class 29 contains 752 members 
Mstep: Class 30 contains 2579 members 
Mstep: Class 31 contains 20215 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2148 members 
Mstep: Class 34 contains 78782 members 
Mstep: Class 35 contains 8858 members 
Mstep: Class 36 contains 1138 members 
Mstep: Class 37 contains 1900 members 
Mstep: Class 38 contains 6299 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2038 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6058 members 
Mstep: Class 43 contains 7914 members 
Mstep: Class 44 contains 15273 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889124.000000 Penalty: 100002.429688
Iteration 99Q: 48 clusters Score -4.088912e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5074 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 38261 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1715 members 
Mstep: Class 8 contains 11152 members 
Mstep: Class 9 contains 9633 members 
Mstep: Class 10 contains 5874 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 12015 members 
Mstep: Class 15 contains 3123 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 12457 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107619 members 
Mstep: Class 23 contains 9150 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 30889 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 753 members 
Mstep: Class 30 contains 2580 members 
Mstep: Class 31 contains 20222 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2148 members 
Mstep: Class 34 contains 78735 members 
Mstep: Class 35 contains 8867 members 
Mstep: Class 36 contains 1136 members 
Mstep: Class 37 contains 1899 members 
Mstep: Class 38 contains 6346 members 
Mstep: Class 39 contains 1638 members 
Mstep: Class 40 contains 2038 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6092 members 
Mstep: Class 43 contains 7972 members 
Mstep: Class 44 contains 15265 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889256.000000 Penalty: 100002.429688
Iteration 100F: 48 clusters Score -4.088926e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 2325 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3549 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 11151 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 5845 members 
Mstep: Class 11 contains 7689 members 
Mstep: Class 12 contains 15484 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11904 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1440 members 
Mstep: Class 18 contains 12471 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107616 members 
Mstep: Class 23 contains 9149 members 
Mstep: Class 24 contains 4328 members 
Mstep: Class 25 contains 30903 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 770 members 
Mstep: Class 30 contains 2582 members 
Mstep: Class 31 contains 20228 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2146 members 
Mstep: Class 34 contains 78707 members 
Mstep: Class 35 contains 8881 members 
Mstep: Class 36 contains 1131 members 
Mstep: Class 37 contains 1908 members 
Mstep: Class 38 contains 6387 members 
Mstep: Class 39 contains 1636 members 
Mstep: Class 40 contains 2040 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6134 members 
Mstep: Class 43 contains 8023 members 
Mstep: Class 44 contains 15261 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889440.000000 Penalty: 100002.429688
Iteration 101Q: 48 clusters Score -4.088944e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5080 members 
Mstep: Class 3 contains 2311 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 11150 members 
Mstep: Class 9 contains 9634 members 
Mstep: Class 10 contains 5826 members 
Mstep: Class 11 contains 7687 members 
Mstep: Class 12 contains 15485 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11777 members 
Mstep: Class 15 contains 3121 members 
Mstep: Class 16 contains 944 members 
Mstep: Class 17 contains 1439 members 
Mstep: Class 18 contains 12487 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107615 members 
Mstep: Class 23 contains 9151 members 
Mstep: Class 24 contains 4329 members 
Mstep: Class 25 contains 30918 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 788 members 
Mstep: Class 30 contains 2593 members 
Mstep: Class 31 contains 20230 members 
Mstep: Class 32 contains 2458 members 
Mstep: Class 33 contains 2144 members 
Mstep: Class 34 contains 78664 members 
Mstep: Class 35 contains 8892 members 
Mstep: Class 36 contains 1128 members 
Mstep: Class 37 contains 1925 members 
Mstep: Class 38 contains 6429 members 
Mstep: Class 39 contains 1631 members 
Mstep: Class 40 contains 2041 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6193 members 
Mstep: Class 43 contains 8079 members 
Mstep: Class 44 contains 15256 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889588.000000 Penalty: 100002.429688
Iteration 102Q: 48 clusters Score -4.088959e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3547 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1647 members 
Mstep: Class 8 contains 11154 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 5793 members 
Mstep: Class 11 contains 7686 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11657 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 946 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 12496 members 
Mstep: Class 19 contains 1519 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107614 members 
Mstep: Class 23 contains 9154 members 
Mstep: Class 24 contains 4327 members 
Mstep: Class 25 contains 30932 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 809 members 
Mstep: Class 30 contains 2600 members 
Mstep: Class 31 contains 20239 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2140 members 
Mstep: Class 34 contains 78632 members 
Mstep: Class 35 contains 8902 members 
Mstep: Class 36 contains 1126 members 
Mstep: Class 37 contains 1934 members 
Mstep: Class 38 contains 6470 members 
Mstep: Class 39 contains 1627 members 
Mstep: Class 40 contains 2041 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6240 members 
Mstep: Class 43 contains 8139 members 
Mstep: Class 44 contains 15254 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889600.000000 Penalty: 100002.429688
Iteration 103Q: 48 clusters Score -4.08896e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 2289 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3546 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1626 members 
Mstep: Class 8 contains 11160 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 7684 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11562 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 948 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 12505 members 
Mstep: Class 19 contains 1517 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107611 members 
Mstep: Class 23 contains 9156 members 
Mstep: Class 24 contains 4332 members 
Mstep: Class 25 contains 30940 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 11786 members 
Mstep: Class 29 contains 833 members 
Mstep: Class 30 contains 2603 members 
Mstep: Class 31 contains 20240 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2133 members 
Mstep: Class 34 contains 78600 members 
Mstep: Class 35 contains 8909 members 
Mstep: Class 36 contains 1123 members 
Mstep: Class 37 contains 1943 members 
Mstep: Class 38 contains 6507 members 
Mstep: Class 39 contains 1623 members 
Mstep: Class 40 contains 2042 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6290 members 
Mstep: Class 43 contains 8188 members 
Mstep: Class 44 contains 15249 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889584.000000 Penalty: 100002.429688
Iteration 104Q: 48 clusters Score -4.088958e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 2275 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3545 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1608 members 
Mstep: Class 8 contains 11165 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5721 members 
Mstep: Class 11 contains 7680 members 
Mstep: Class 12 contains 15482 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11482 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 949 members 
Mstep: Class 17 contains 1430 members 
Mstep: Class 18 contains 12513 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107608 members 
Mstep: Class 23 contains 9162 members 
Mstep: Class 24 contains 4333 members 
Mstep: Class 25 contains 30947 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 849 members 
Mstep: Class 30 contains 2602 members 
Mstep: Class 31 contains 20244 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 78593 members 
Mstep: Class 35 contains 8914 members 
Mstep: Class 36 contains 1121 members 
Mstep: Class 37 contains 1962 members 
Mstep: Class 38 contains 6548 members 
Mstep: Class 39 contains 1619 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6308 members 
Mstep: Class 43 contains 8233 members 
Mstep: Class 44 contains 15245 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889680.000000 Penalty: 100002.429688
Iteration 105Q: 48 clusters Score -4.088968e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 2267 members 
Mstep: Class 4 contains 38267 members 
Mstep: Class 5 contains 3543 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1595 members 
Mstep: Class 8 contains 11172 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 5689 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 15481 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11421 members 
Mstep: Class 15 contains 3122 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1428 members 
Mstep: Class 18 contains 12520 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107602 members 
Mstep: Class 23 contains 9168 members 
Mstep: Class 24 contains 4337 members 
Mstep: Class 25 contains 30959 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11789 members 
Mstep: Class 29 contains 865 members 
Mstep: Class 30 contains 2604 members 
Mstep: Class 31 contains 20242 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2137 members 
Mstep: Class 34 contains 78588 members 
Mstep: Class 35 contains 8918 members 
Mstep: Class 36 contains 1117 members 
Mstep: Class 37 contains 1966 members 
Mstep: Class 38 contains 6581 members 
Mstep: Class 39 contains 1616 members 
Mstep: Class 40 contains 2044 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6330 members 
Mstep: Class 43 contains 8257 members 
Mstep: Class 44 contains 15237 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889732.000000 Penalty: 100002.429688
Iteration 106Q: 48 clusters Score -4.088973e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5082 members 
Mstep: Class 3 contains 2260 members 
Mstep: Class 4 contains 38269 members 
Mstep: Class 5 contains 3540 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 11177 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5651 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 11383 members 
Mstep: Class 15 contains 3120 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1424 members 
Mstep: Class 18 contains 12533 members 
Mstep: Class 19 contains 1515 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107600 members 
Mstep: Class 23 contains 9171 members 
Mstep: Class 24 contains 4347 members 
Mstep: Class 25 contains 30973 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7914 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 883 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 20245 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2138 members 
Mstep: Class 34 contains 78576 members 
Mstep: Class 35 contains 8920 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 1964 members 
Mstep: Class 38 contains 6595 members 
Mstep: Class 39 contains 1616 members 
Mstep: Class 40 contains 2046 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6342 members 
Mstep: Class 43 contains 8284 members 
Mstep: Class 44 contains 15230 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889852.000000 Penalty: 100002.429688
Iteration 107Q: 48 clusters Score -4.088985e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 2251 members 
Mstep: Class 4 contains 38269 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1567 members 
Mstep: Class 8 contains 11185 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 11 contains 7679 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 213 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 3115 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 12540 members 
Mstep: Class 19 contains 1514 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 3099 members 
Mstep: Class 22 contains 107600 members 
Mstep: Class 23 contains 9174 members 
Mstep: Class 24 contains 4353 members 
Mstep: Class 25 contains 30985 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7917 members 
Mstep: Class 28 contains 11792 members 
Mstep: Class 29 contains 896 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 20253 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2137 members 
Mstep: Class 34 contains 78563 members 
Mstep: Class 35 contains 8921 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 1962 members 
Mstep: Class 38 contains 6607 members 
Mstep: Class 39 contains 1616 members 
Mstep: Class 40 contains 2047 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6358 members 
Mstep: Class 43 contains 8305 members 
Mstep: Class 44 contains 15221 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889868.000000 Penalty: 100002.429688
Iteration 108Q: 48 clusters Score -4.088987e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5086 members 
Mstep: Class 3 contains 2249 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1552 members 
Mstep: Class 8 contains 11189 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5605 members 
Mstep: Class 11 contains 7678 members 
Mstep: Class 12 contains 15479 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11305 members 
Mstep: Class 15 contains 3111 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 12553 members 
Mstep: Class 19 contains 1513 members 
Mstep: Class 20 contains 5609 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 107601 members 
Mstep: Class 23 contains 9176 members 
Mstep: Class 24 contains 4359 members 
Mstep: Class 25 contains 30998 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 11792 members 
Mstep: Class 29 contains 912 members 
Mstep: Class 30 contains 2609 members 
Mstep: Class 31 contains 20260 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2137 members 
Mstep: Class 34 contains 78542 members 
Mstep: Class 35 contains 8920 members 
Mstep: Class 36 contains 1115 members 
Mstep: Class 37 contains 1961 members 
Mstep: Class 38 contains 6614 members 
Mstep: Class 39 contains 1615 members 
Mstep: Class 40 contains 2048 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6377 members 
Mstep: Class 43 contains 8330 members 
Mstep: Class 44 contains 15216 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889988.000000 Penalty: 100002.429688
Iteration 109Q: 48 clusters Score -4.088999e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 2248 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1541 members 
Mstep: Class 8 contains 11194 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5577 members 
Mstep: Class 11 contains 7677 members 
Mstep: Class 12 contains 15478 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11264 members 
Mstep: Class 15 contains 3109 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1423 members 
Mstep: Class 18 contains 12570 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 4364 members 
Mstep: Class 25 contains 31014 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7920 members 
Mstep: Class 28 contains 11792 members 
Mstep: Class 29 contains 921 members 
Mstep: Class 30 contains 2610 members 
Mstep: Class 31 contains 20268 members 
Mstep: Class 32 contains 2462 members 
Mstep: Class 33 contains 2136 members 
Mstep: Class 34 contains 78516 members 
Mstep: Class 35 contains 8921 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6621 members 
Mstep: Class 39 contains 1614 members 
Mstep: Class 40 contains 2051 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6392 members 
Mstep: Class 43 contains 8359 members 
Mstep: Class 44 contains 15213 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889972.000000 Penalty: 100002.429688
Iteration 110Q: 48 clusters Score -4.088997e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3537 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1527 members 
Mstep: Class 8 contains 11196 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5554 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 15476 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11234 members 
Mstep: Class 15 contains 3104 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12577 members 
Mstep: Class 19 contains 1509 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 4371 members 
Mstep: Class 25 contains 31027 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 11792 members 
Mstep: Class 29 contains 929 members 
Mstep: Class 30 contains 2608 members 
Mstep: Class 31 contains 20277 members 
Mstep: Class 32 contains 2462 members 
Mstep: Class 33 contains 2134 members 
Mstep: Class 34 contains 78499 members 
Mstep: Class 35 contains 8922 members 
Mstep: Class 36 contains 1120 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6627 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2053 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6405 members 
Mstep: Class 43 contains 8389 members 
Mstep: Class 44 contains 15214 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889964.000000 Penalty: 100002.429688
Iteration 111Q: 48 clusters Score -4.088996e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1520 members 
Mstep: Class 8 contains 11197 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5540 members 
Mstep: Class 11 contains 7676 members 
Mstep: Class 12 contains 15471 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11205 members 
Mstep: Class 15 contains 3101 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12585 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 5611 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9177 members 
Mstep: Class 24 contains 4374 members 
Mstep: Class 25 contains 31030 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 937 members 
Mstep: Class 30 contains 2613 members 
Mstep: Class 31 contains 20283 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2130 members 
Mstep: Class 34 contains 78479 members 
Mstep: Class 35 contains 8922 members 
Mstep: Class 36 contains 1119 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6635 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2052 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6416 members 
Mstep: Class 43 contains 8416 members 
Mstep: Class 44 contains 15217 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889932.000000 Penalty: 100002.429688
Iteration 112Q: 48 clusters Score -4.088993e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5089 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1510 members 
Mstep: Class 8 contains 11198 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5521 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11181 members 
Mstep: Class 15 contains 3099 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12599 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3098 members 
Mstep: Class 22 contains 107596 members 
Mstep: Class 23 contains 9180 members 
Mstep: Class 24 contains 4379 members 
Mstep: Class 25 contains 31041 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7921 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 940 members 
Mstep: Class 30 contains 2621 members 
Mstep: Class 31 contains 20290 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2129 members 
Mstep: Class 34 contains 78454 members 
Mstep: Class 35 contains 8923 members 
Mstep: Class 36 contains 1118 members 
Mstep: Class 37 contains 1962 members 
Mstep: Class 38 contains 6647 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2052 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6419 members 
Mstep: Class 43 contains 8441 members 
Mstep: Class 44 contains 15214 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889916.000000 Penalty: 100002.429688
Iteration 113Q: 48 clusters Score -4.088992e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 2246 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3535 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1495 members 
Mstep: Class 8 contains 11199 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5508 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11157 members 
Mstep: Class 15 contains 3097 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12605 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 5610 members 
Mstep: Class 21 contains 3097 members 
Mstep: Class 22 contains 107596 members 
Mstep: Class 23 contains 9182 members 
Mstep: Class 24 contains 4385 members 
Mstep: Class 25 contains 31055 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7919 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 942 members 
Mstep: Class 30 contains 2624 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2129 members 
Mstep: Class 34 contains 78437 members 
Mstep: Class 35 contains 8927 members 
Mstep: Class 36 contains 1116 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6659 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2053 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6423 members 
Mstep: Class 43 contains 8463 members 
Mstep: Class 44 contains 15215 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889972.000000 Penalty: 100002.429688
Iteration 114Q: 48 clusters Score -4.088997e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3534 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1484 members 
Mstep: Class 8 contains 11200 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5491 members 
Mstep: Class 11 contains 7675 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11134 members 
Mstep: Class 15 contains 3096 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12612 members 
Mstep: Class 19 contains 1507 members 
Mstep: Class 20 contains 5608 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9186 members 
Mstep: Class 24 contains 4392 members 
Mstep: Class 25 contains 31065 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7920 members 
Mstep: Class 28 contains 11790 members 
Mstep: Class 29 contains 943 members 
Mstep: Class 30 contains 2625 members 
Mstep: Class 31 contains 20295 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2127 members 
Mstep: Class 34 contains 78418 members 
Mstep: Class 35 contains 8929 members 
Mstep: Class 36 contains 1113 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6672 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2054 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8482 members 
Mstep: Class 44 contains 15214 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40890000.000000 Penalty: 100002.429688
Iteration 115Q: 48 clusters Score -4.089e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38265 members 
Mstep: Class 5 contains 3532 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1472 members 
Mstep: Class 8 contains 11202 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5476 members 
Mstep: Class 11 contains 7672 members 
Mstep: Class 12 contains 15469 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11114 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12618 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5606 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9188 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 31079 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7922 members 
Mstep: Class 28 contains 11789 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20295 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2125 members 
Mstep: Class 34 contains 78403 members 
Mstep: Class 35 contains 8930 members 
Mstep: Class 36 contains 1110 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6687 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2054 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8506 members 
Mstep: Class 44 contains 15213 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40889976.000000 Penalty: 100002.429688
Iteration 116Q: 48 clusters Score -4.088998e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5099 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3531 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1464 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5456 members 
Mstep: Class 11 contains 7669 members 
Mstep: Class 12 contains 15468 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11102 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12628 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9191 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 31100 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7923 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2624 members 
Mstep: Class 31 contains 20296 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2123 members 
Mstep: Class 34 contains 78377 members 
Mstep: Class 35 contains 8932 members 
Mstep: Class 36 contains 1108 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6698 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2056 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 8535 members 
Mstep: Class 44 contains 15209 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2125.414795 but Gain 2127.710938
Score: -40889968.000000 Penalty: 97874.718750
Iteration 117Q: 47 clusters Score -4.088997e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3538 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 5465 members 
Mstep: Class 11 contains 7667 members 
Mstep: Class 12 contains 15466 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11089 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12636 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 3096 members 
Mstep: Class 22 contains 107599 members 
Mstep: Class 23 contains 9192 members 
Mstep: Class 24 contains 4403 members 
Mstep: Class 25 contains 31979 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7926 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20318 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 78790 members 
Mstep: Class 35 contains 9007 members 
Mstep: Class 36 contains 1107 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6704 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2057 members 
Mstep: Class 41 contains 428 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 8553 members 
Mstep: Class 44 contains 15219 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891904.000000 Penalty: 97874.718750
Iteration 118Q: 47 clusters Score -4.08919e+07 nChanged 551
Entering ConstructFrom: 
Score: -40891904.000000 Penalty: 97874.718750
Entering ConstructFrom: 
Trying to split cluster 1 (4021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Entering Unmasked Estep 
Score: -350815.812500 Penalty: 1348.633911
	Iteration 0F: 2 clusters Score -350815.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -347540.750000 Penalty: 2697.267822
	Iteration 0F: 3 clusters Score -347540.8 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -348442.281250 Penalty: 2697.267822
	Iteration 1F: 3 clusters Score -348442.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -348685.500000 Penalty: 2697.267822
	Iteration 2F: 3 clusters Score -348685.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -348888.000000 Penalty: 2697.267822
	Iteration 3F: 3 clusters Score -348888 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -349102.000000 Penalty: 2697.267822
	Iteration 4F: 3 clusters Score -349102 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -349289.781250 Penalty: 2697.267822
	Iteration 5F: 3 clusters Score -349289.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -349424.312500 Penalty: 2697.267822
	Iteration 6Q: 3 clusters Score -349424.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -349521.406250 Penalty: 2697.267822
	Iteration 7Q: 3 clusters Score -349521.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -349602.812500 Penalty: 2697.267822
	Iteration 8Q: 3 clusters Score -349602.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -349655.187500 Penalty: 2697.267822
	Iteration 9Q: 3 clusters Score -349655.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -349687.656250 Penalty: 2697.267822
	Iteration 10Q: 3 clusters Score -349687.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -349708.718750 Penalty: 2697.267822
	Iteration 11Q: 3 clusters Score -349708.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -349729.281250 Penalty: 2697.267822
	Iteration 12Q: 3 clusters Score -349729.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -349750.281250 Penalty: 2697.267822
	Iteration 13Q: 3 clusters Score -349750.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -349761.781250 Penalty: 2697.267822
	Iteration 14Q: 3 clusters Score -349761.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -349769.125000 Penalty: 2697.267822
	Iteration 15Q: 3 clusters Score -349769.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -349774.687500 Penalty: 2697.267822
	Iteration 16Q: 3 clusters Score -349774.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -349780.593750 Penalty: 2697.267822
	Iteration 17Q: 3 clusters Score -349780.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -349785.625000 Penalty: 2697.267822
	Iteration 18Q: 3 clusters Score -349785.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -349788.937500 Penalty: 2697.267822
	Iteration 19Q: 3 clusters Score -349788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -349792.343750 Penalty: 2697.267822
	Iteration 20F: 3 clusters Score -349792.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -349798.031250 Penalty: 2697.267822
	Iteration 21Q: 3 clusters Score -349798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -349801.281250 Penalty: 2697.267822
	Iteration 22Q: 3 clusters Score -349801.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -349802.656250 Penalty: 2697.267822
	Iteration 23Q: 3 clusters Score -349802.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -349803.343750 Penalty: 2697.267822
	Iteration 24Q: 3 clusters Score -349803.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -349803.781250 Penalty: 2697.267822
	Iteration 25Q: 3 clusters Score -349803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -349803.781250 Penalty: 2697.267822
	Iteration 26F: 3 clusters Score -349803.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Entering Unmasked Estep 
Score: -458491.156250 Penalty: 1387.770752
	Iteration 0F: 2 clusters Score -458491.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -454449.812500 Penalty: 2775.541504
	Iteration 0F: 3 clusters Score -454449.8 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -455673.937500 Penalty: 2775.541504
	Iteration 1F: 3 clusters Score -455673.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -456008.593750 Penalty: 2775.541504
	Iteration 2F: 3 clusters Score -456008.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -456311.625000 Penalty: 2775.541504
	Iteration 3F: 3 clusters Score -456311.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -456618.593750 Penalty: 2775.541504
	Iteration 4F: 3 clusters Score -456618.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -456864.562500 Penalty: 2775.541504
	Iteration 5F: 3 clusters Score -456864.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -457017.937500 Penalty: 2775.541504
	Iteration 6F: 3 clusters Score -457017.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -457152.125000 Penalty: 2775.541504
	Iteration 7Q: 3 clusters Score -457152.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -457243.687500 Penalty: 2775.541504
	Iteration 8Q: 3 clusters Score -457243.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -457295.906250 Penalty: 2775.541504
	Iteration 9Q: 3 clusters Score -457295.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -457342.468750 Penalty: 2775.541504
	Iteration 10Q: 3 clusters Score -457342.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -457372.343750 Penalty: 2775.541504
	Iteration 11Q: 3 clusters Score -457372.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -457388.281250 Penalty: 2775.541504
	Iteration 12Q: 3 clusters Score -457388.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -457400.875000 Penalty: 2775.541504
	Iteration 13Q: 3 clusters Score -457400.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -457415.125000 Penalty: 2775.541504
	Iteration 14Q: 3 clusters Score -457415.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -457427.625000 Penalty: 2775.541504
	Iteration 15Q: 3 clusters Score -457427.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -457441.125000 Penalty: 2775.541504
	Iteration 16Q: 3 clusters Score -457441.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -457453.250000 Penalty: 2775.541504
	Iteration 17Q: 3 clusters Score -457453.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -457464.562500 Penalty: 2775.541504
	Iteration 18Q: 3 clusters Score -457464.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -457471.187500 Penalty: 2775.541504
	Iteration 19Q: 3 clusters Score -457471.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -457477.593750 Penalty: 2775.541504
	Iteration 20F: 3 clusters Score -457477.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -457483.906250 Penalty: 2775.541504
	Iteration 21Q: 3 clusters Score -457483.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -457491.968750 Penalty: 2775.541504
	Iteration 22Q: 3 clusters Score -457492 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -457497.375000 Penalty: 2775.541504
	Iteration 23Q: 3 clusters Score -457497.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -457504.312500 Penalty: 2775.541504
	Iteration 24Q: 3 clusters Score -457504.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -457511.875000 Penalty: 2775.541504
	Iteration 25Q: 3 clusters Score -457511.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -457515.875000 Penalty: 2775.541504
	Iteration 26Q: 3 clusters Score -457515.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -457518.718750 Penalty: 2775.541504
	Iteration 27Q: 3 clusters Score -457518.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -457522.781250 Penalty: 2775.541504
	Iteration 28Q: 3 clusters Score -457522.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -457527.187500 Penalty: 2775.541504
	Iteration 29Q: 3 clusters Score -457527.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -457530.437500 Penalty: 2775.541504
	Iteration 30Q: 3 clusters Score -457530.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -457533.156250 Penalty: 2775.541504
	Iteration 31Q: 3 clusters Score -457533.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -457535.093750 Penalty: 2775.541504
	Iteration 32Q: 3 clusters Score -457535.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -457537.625000 Penalty: 2775.541504
	Iteration 33Q: 3 clusters Score -457537.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -457541.281250 Penalty: 2775.541504
	Iteration 34Q: 3 clusters Score -457541.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -457544.656250 Penalty: 2775.541504
	Iteration 35Q: 3 clusters Score -457544.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -457548.937500 Penalty: 2775.541504
	Iteration 36Q: 3 clusters Score -457548.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -457552.718750 Penalty: 2775.541504
	Iteration 37Q: 3 clusters Score -457552.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -457558.250000 Penalty: 2775.541504
	Iteration 38Q: 3 clusters Score -457558.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -457566.437500 Penalty: 2775.541504
	Iteration 39Q: 3 clusters Score -457566.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -457573.437500 Penalty: 2775.541504
	Iteration 40F: 3 clusters Score -457573.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -457579.156250 Penalty: 2775.541504
	Iteration 41Q: 3 clusters Score -457579.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -457586.843750 Penalty: 2775.541504
	Iteration 42Q: 3 clusters Score -457586.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -457596.406250 Penalty: 2775.541504
	Iteration 43Q: 3 clusters Score -457596.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -457618.250000 Penalty: 2775.541504
	Iteration 44Q: 3 clusters Score -457618.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -457634.500000 Penalty: 2775.541504
	Iteration 45Q: 3 clusters Score -457634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -457645.312500 Penalty: 2775.541504
	Iteration 46Q: 3 clusters Score -457645.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -457652.968750 Penalty: 2775.541504
	Iteration 47Q: 3 clusters Score -457653 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -457661.875000 Penalty: 2775.541504
	Iteration 48Q: 3 clusters Score -457661.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -457668.656250 Penalty: 2775.541504
	Iteration 49Q: 3 clusters Score -457668.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -457677.781250 Penalty: 2775.541504
	Iteration 50Q: 3 clusters Score -457677.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -457685.093750 Penalty: 2775.541504
	Iteration 51Q: 3 clusters Score -457685.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -457695.781250 Penalty: 2775.541504
	Iteration 52Q: 3 clusters Score -457695.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -457702.281250 Penalty: 2775.541504
	Iteration 53Q: 3 clusters Score -457702.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -457708.968750 Penalty: 2775.541504
	Iteration 54Q: 3 clusters Score -457709 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -457715.093750 Penalty: 2775.541504
	Iteration 55Q: 3 clusters Score -457715.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -457720.406250 Penalty: 2775.541504
	Iteration 56Q: 3 clusters Score -457720.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -457721.187500 Penalty: 2775.541504
	Iteration 57Q: 3 clusters Score -457721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -457722.343750 Penalty: 2775.541504
	Iteration 58Q: 3 clusters Score -457722.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -457725.250000 Penalty: 2775.541504
	Iteration 59Q: 3 clusters Score -457725.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -457728.937500 Penalty: 2775.541504
	Iteration 60F: 3 clusters Score -457728.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -457731.000000 Penalty: 2775.541504
	Iteration 61Q: 3 clusters Score -457731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -457732.187500 Penalty: 2775.541504
	Iteration 62Q: 3 clusters Score -457732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -457732.000000 Penalty: 2775.541504
	Iteration 63Q: 3 clusters Score -457732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -457732.937500 Penalty: 2775.541504
	Iteration 64Q: 3 clusters Score -457732.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -457732.937500 Penalty: 2775.541504
	Iteration 65F: 3 clusters Score -457732.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -180796.750000 Penalty: 1253.924805
	Iteration 0F: 2 clusters Score -180796.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -178571.562500 Penalty: 2507.849609
	Iteration 0F: 3 clusters Score -178571.6 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -179243.078125 Penalty: 2507.849609
	Iteration 1F: 3 clusters Score -179243.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -179588.906250 Penalty: 2507.849609
	Iteration 2F: 3 clusters Score -179588.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -179912.750000 Penalty: 2507.849609
	Iteration 3F: 3 clusters Score -179912.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -180168.859375 Penalty: 2507.849609
	Iteration 4F: 3 clusters Score -180168.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -180322.671875 Penalty: 2507.849609
	Iteration 5F: 3 clusters Score -180322.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -180428.984375 Penalty: 2507.849609
	Iteration 6Q: 3 clusters Score -180429 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -180492.937500 Penalty: 2507.849609
	Iteration 7Q: 3 clusters Score -180492.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -180519.171875 Penalty: 2507.849609
	Iteration 8Q: 3 clusters Score -180519.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -180532.953125 Penalty: 2507.849609
	Iteration 9Q: 3 clusters Score -180533 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -180544.234375 Penalty: 2507.849609
	Iteration 10Q: 3 clusters Score -180544.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -180557.750000 Penalty: 2507.849609
	Iteration 11Q: 3 clusters Score -180557.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -180568.937500 Penalty: 2507.849609
	Iteration 12Q: 3 clusters Score -180568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -180573.234375 Penalty: 2507.849609
	Iteration 13Q: 3 clusters Score -180573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -180576.484375 Penalty: 2507.849609
	Iteration 14Q: 3 clusters Score -180576.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -180581.453125 Penalty: 2507.849609
	Iteration 15Q: 3 clusters Score -180581.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180583.718750 Penalty: 2507.849609
	Iteration 16Q: 3 clusters Score -180583.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180585.046875 Penalty: 2507.849609
	Iteration 17Q: 3 clusters Score -180585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -180585.671875 Penalty: 2507.849609
	Iteration 18Q: 3 clusters Score -180585.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -180586.265625 Penalty: 2507.849609
	Iteration 19Q: 3 clusters Score -180586.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -180586.843750 Penalty: 2507.849609
	Iteration 20F: 3 clusters Score -180586.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -180588.906250 Penalty: 2507.849609
	Iteration 21Q: 3 clusters Score -180588.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -180591.671875 Penalty: 2507.849609
	Iteration 22Q: 3 clusters Score -180591.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -180596.093750 Penalty: 2507.849609
	Iteration 23Q: 3 clusters Score -180596.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180600.375000 Penalty: 2507.849609
	Iteration 24Q: 3 clusters Score -180600.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -180606.390625 Penalty: 2507.849609
	Iteration 25Q: 3 clusters Score -180606.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -180609.359375 Penalty: 2507.849609
	Iteration 26Q: 3 clusters Score -180609.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -180611.750000 Penalty: 2507.849609
	Iteration 27Q: 3 clusters Score -180611.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -180615.140625 Penalty: 2507.849609
	Iteration 28Q: 3 clusters Score -180615.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -180618.109375 Penalty: 2507.849609
	Iteration 29Q: 3 clusters Score -180618.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180622.109375 Penalty: 2507.849609
	Iteration 30Q: 3 clusters Score -180622.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -180624.609375 Penalty: 2507.849609
	Iteration 31Q: 3 clusters Score -180624.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180625.734375 Penalty: 2507.849609
	Iteration 32Q: 3 clusters Score -180625.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180627.171875 Penalty: 2507.849609
	Iteration 33Q: 3 clusters Score -180627.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -180629.500000 Penalty: 2507.849609
	Iteration 34Q: 3 clusters Score -180629.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -180631.859375 Penalty: 2507.849609
	Iteration 35Q: 3 clusters Score -180631.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -180631.828125 Penalty: 2507.849609
	Iteration 36Q: 3 clusters Score -180631.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180632.375000 Penalty: 2507.849609
	Iteration 37Q: 3 clusters Score -180632.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -180632.375000 Penalty: 2507.849609
	Iteration 38F: 3 clusters Score -180632.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Entering Unmasked Estep 
Score: -3366802.250000 Penalty: 1714.743042
	Iteration 0F: 2 clusters Score -3366802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -3341166.000000 Penalty: 3429.486084
	Iteration 0F: 3 clusters Score -3341166 nChanged 17734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3351176.750000 Penalty: 3429.486084
	Iteration 1F: 3 clusters Score -3351177 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -3351611.500000 Penalty: 3429.486084
	Iteration 2Q: 3 clusters Score -3351612 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3352064.000000 Penalty: 3429.486084
	Iteration 3Q: 3 clusters Score -3352064 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -3352616.000000 Penalty: 3429.486084
	Iteration 4Q: 3 clusters Score -3352616 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -3353225.750000 Penalty: 3429.486084
	Iteration 5Q: 3 clusters Score -3353226 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -3354030.750000 Penalty: 3429.486084
	Iteration 6Q: 3 clusters Score -3354031 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -3355068.000000 Penalty: 3429.486084
	Iteration 7F: 3 clusters Score -3355068 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -3356327.750000 Penalty: 3429.486084
	Iteration 8F: 3 clusters Score -3356328 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -3357692.250000 Penalty: 3429.486084
	Iteration 9F: 3 clusters Score -3357692 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -3359000.000000 Penalty: 3429.486084
	Iteration 10F: 3 clusters Score -3359000 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25020 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -3360012.750000 Penalty: 3429.486084
	Iteration 11Q: 3 clusters Score -3360013 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25833 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -3360717.250000 Penalty: 3429.486084
	Iteration 12Q: 3 clusters Score -3360717 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -3361205.750000 Penalty: 3429.486084
	Iteration 13Q: 3 clusters Score -3361206 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -3361595.500000 Penalty: 3429.486084
	Iteration 14Q: 3 clusters Score -3361596 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28053 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -3361879.000000 Penalty: 3429.486084
	Iteration 15Q: 3 clusters Score -3361879 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28708 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -3362160.500000 Penalty: 3429.486084
	Iteration 16Q: 3 clusters Score -3362160 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3362394.500000 Penalty: 3429.486084
	Iteration 17Q: 3 clusters Score -3362394 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -3362634.000000 Penalty: 3429.486084
	Iteration 18Q: 3 clusters Score -3362634 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30587 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -3362878.000000 Penalty: 3429.486084
	Iteration 19Q: 3 clusters Score -3362878 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -3363123.500000 Penalty: 3429.486084
	Iteration 20F: 3 clusters Score -3363124 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -3363311.750000 Penalty: 3429.486084
	Iteration 21Q: 3 clusters Score -3363312 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3363472.000000 Penalty: 3429.486084
	Iteration 22Q: 3 clusters Score -3363472 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3363626.250000 Penalty: 3429.486084
	Iteration 23Q: 3 clusters Score -3363626 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32984 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3363802.750000 Penalty: 3429.486084
	Iteration 24Q: 3 clusters Score -3363803 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -3363976.000000 Penalty: 3429.486084
	Iteration 25Q: 3 clusters Score -3363976 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -3364163.750000 Penalty: 3429.486084
	Iteration 26Q: 3 clusters Score -3364164 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34082 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3364301.750000 Penalty: 3429.486084
	Iteration 27Q: 3 clusters Score -3364302 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3364424.000000 Penalty: 3429.486084
	Iteration 28Q: 3 clusters Score -3364424 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34629 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -3364531.000000 Penalty: 3429.486084
	Iteration 29Q: 3 clusters Score -3364531 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3364630.500000 Penalty: 3429.486084
	Iteration 30Q: 3 clusters Score -3364630 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -3364726.750000 Penalty: 3429.486084
	Iteration 31Q: 3 clusters Score -3364727 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3364829.000000 Penalty: 3429.486084
	Iteration 32Q: 3 clusters Score -3364829 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3364901.500000 Penalty: 3429.486084
	Iteration 33Q: 3 clusters Score -3364902 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -3364961.750000 Penalty: 3429.486084
	Iteration 34Q: 3 clusters Score -3364962 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3365000.500000 Penalty: 3429.486084
	Iteration 35Q: 3 clusters Score -3365000 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3365058.500000 Penalty: 3429.486084
	Iteration 36Q: 3 clusters Score -3365058 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36070 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -3365121.000000 Penalty: 3429.486084
	Iteration 37Q: 3 clusters Score -3365121 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3365154.750000 Penalty: 3429.486084
	Iteration 38Q: 3 clusters Score -3365155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -3365188.500000 Penalty: 3429.486084
	Iteration 39Q: 3 clusters Score -3365188 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3365208.250000 Penalty: 3429.486084
	Iteration 40F: 3 clusters Score -3365208 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3365235.000000 Penalty: 3429.486084
	Iteration 41Q: 3 clusters Score -3365235 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3365242.750000 Penalty: 3429.486084
	Iteration 42Q: 3 clusters Score -3365243 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36578 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3365263.000000 Penalty: 3429.486084
	Iteration 43Q: 3 clusters Score -3365263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36628 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3365278.250000 Penalty: 3429.486084
	Iteration 44Q: 3 clusters Score -3365278 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3365298.000000 Penalty: 3429.486084
	Iteration 45Q: 3 clusters Score -3365298 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3365308.000000 Penalty: 3429.486084
	Iteration 46Q: 3 clusters Score -3365308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3365306.250000 Penalty: 3429.486084
	Iteration 47Q: 3 clusters Score -3365306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3365309.750000 Penalty: 3429.486084
	Iteration 48Q: 3 clusters Score -3365310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36826 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3365317.250000 Penalty: 3429.486084
	Iteration 49Q: 3 clusters Score -3365317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3365329.250000 Penalty: 3429.486084
	Iteration 50Q: 3 clusters Score -3365329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -3365336.250000 Penalty: 3429.486084
	Iteration 51Q: 3 clusters Score -3365336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -3365355.750000 Penalty: 3429.486084
	Iteration 52Q: 3 clusters Score -3365356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -3365359.250000 Penalty: 3429.486084
	Iteration 53Q: 3 clusters Score -3365359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36978 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3365357.250000 Penalty: 3429.486084
	Iteration 54Q: 3 clusters Score -3365357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3365371.750000 Penalty: 3429.486084
	Iteration 55Q: 3 clusters Score -3365372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3365380.000000 Penalty: 3429.486084
	Iteration 56Q: 3 clusters Score -3365380 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -3365389.000000 Penalty: 3429.486084
	Iteration 57Q: 3 clusters Score -3365389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3365402.000000 Penalty: 3429.486084
	Iteration 58Q: 3 clusters Score -3365402 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -3365406.250000 Penalty: 3429.486084
	Iteration 59Q: 3 clusters Score -3365406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3365403.500000 Penalty: 3429.486084
	Iteration 60F: 3 clusters Score -3365404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3365400.500000 Penalty: 3429.486084
	Iteration 61Q: 3 clusters Score -3365400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -3365408.500000 Penalty: 3429.486084
	Iteration 62Q: 3 clusters Score -3365408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3365403.750000 Penalty: 3429.486084
	Iteration 63Q: 3 clusters Score -3365404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3365406.000000 Penalty: 3429.486084
	Iteration 64Q: 3 clusters Score -3365406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37141 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -3365407.750000 Penalty: 3429.486084
	Iteration 65Q: 3 clusters Score -3365408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -3365413.500000 Penalty: 3429.486084
	Iteration 66Q: 3 clusters Score -3365414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -3365412.750000 Penalty: 3429.486084
	Iteration 67Q: 3 clusters Score -3365413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3365418.000000 Penalty: 3429.486084
	Iteration 68Q: 3 clusters Score -3365418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3365420.250000 Penalty: 3429.486084
	Iteration 69Q: 3 clusters Score -3365420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3365419.000000 Penalty: 3429.486084
	Iteration 70Q: 3 clusters Score -3365419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37176 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3365420.000000 Penalty: 3429.486084
	Iteration 71Q: 3 clusters Score -3365420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -3365420.750000 Penalty: 3429.486084
	Iteration 72Q: 3 clusters Score -3365421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3365423.750000 Penalty: 3429.486084
	Iteration 73Q: 3 clusters Score -3365424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3365428.000000 Penalty: 3429.486084
	Iteration 74Q: 3 clusters Score -3365428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37194 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3365430.000000 Penalty: 3429.486084
	Iteration 75Q: 3 clusters Score -3365430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3365424.750000 Penalty: 3429.486084
	Iteration 76Q: 3 clusters Score -3365425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37202 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3365426.500000 Penalty: 3429.486084
	Iteration 77Q: 3 clusters Score -3365426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -3365426.750000 Penalty: 3429.486084
	Iteration 78Q: 3 clusters Score -3365427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -3365421.500000 Penalty: 3429.486084
	Iteration 79Q: 3 clusters Score -3365422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37214 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -3365423.500000 Penalty: 3429.486084
	Iteration 80F: 3 clusters Score -3365424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3365426.000000 Penalty: 3429.486084
	Iteration 81Q: 3 clusters Score -3365426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3365425.250000 Penalty: 3429.486084
	Iteration 82Q: 3 clusters Score -3365425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3365428.000000 Penalty: 3429.486084
	Iteration 83Q: 3 clusters Score -3365428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3365424.750000 Penalty: 3429.486084
	Iteration 84Q: 3 clusters Score -3365425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -3365424.750000 Penalty: 3429.486084
	Iteration 85F: 3 clusters Score -3365425 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Entering Unmasked Estep 
Score: -302223.312500 Penalty: 1326.825317
	Iteration 0F: 2 clusters Score -302223.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -299168.156250 Penalty: 2653.650635
	Iteration 0F: 3 clusters Score -299168.2 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -299918.000000 Penalty: 2653.650635
	Iteration 1F: 3 clusters Score -299918 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -300049.312500 Penalty: 2653.650635
	Iteration 2F: 3 clusters Score -300049.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -300129.593750 Penalty: 2653.650635
	Iteration 3Q: 3 clusters Score -300129.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -300179.531250 Penalty: 2653.650635
	Iteration 4Q: 3 clusters Score -300179.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -300211.375000 Penalty: 2653.650635
	Iteration 5Q: 3 clusters Score -300211.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -300238.250000 Penalty: 2653.650635
	Iteration 6Q: 3 clusters Score -300238.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -300264.406250 Penalty: 2653.650635
	Iteration 7Q: 3 clusters Score -300264.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -300314.156250 Penalty: 2653.650635
	Iteration 8Q: 3 clusters Score -300314.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -300376.781250 Penalty: 2653.650635
	Iteration 9Q: 3 clusters Score -300376.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -300434.156250 Penalty: 2653.650635
	Iteration 10Q: 3 clusters Score -300434.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -300491.218750 Penalty: 2653.650635
	Iteration 11Q: 3 clusters Score -300491.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -300549.125000 Penalty: 2653.650635
	Iteration 12Q: 3 clusters Score -300549.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -300594.468750 Penalty: 2653.650635
	Iteration 13Q: 3 clusters Score -300594.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -300624.875000 Penalty: 2653.650635
	Iteration 14Q: 3 clusters Score -300624.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -300647.406250 Penalty: 2653.650635
	Iteration 15Q: 3 clusters Score -300647.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -300680.187500 Penalty: 2653.650635
	Iteration 16Q: 3 clusters Score -300680.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -300714.875000 Penalty: 2653.650635
	Iteration 17Q: 3 clusters Score -300714.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -300753.812500 Penalty: 2653.650635
	Iteration 18Q: 3 clusters Score -300753.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -300786.468750 Penalty: 2653.650635
	Iteration 19Q: 3 clusters Score -300786.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -300818.437500 Penalty: 2653.650635
	Iteration 20F: 3 clusters Score -300818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -300853.468750 Penalty: 2653.650635
	Iteration 21Q: 3 clusters Score -300853.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -300896.593750 Penalty: 2653.650635
	Iteration 22Q: 3 clusters Score -300896.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -300929.750000 Penalty: 2653.650635
	Iteration 23Q: 3 clusters Score -300929.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -300964.000000 Penalty: 2653.650635
	Iteration 24Q: 3 clusters Score -300964 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -301001.781250 Penalty: 2653.650635
	Iteration 25Q: 3 clusters Score -301001.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -301042.375000 Penalty: 2653.650635
	Iteration 26Q: 3 clusters Score -301042.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -301072.406250 Penalty: 2653.650635
	Iteration 27Q: 3 clusters Score -301072.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -301096.375000 Penalty: 2653.650635
	Iteration 28Q: 3 clusters Score -301096.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -301114.656250 Penalty: 2653.650635
	Iteration 29Q: 3 clusters Score -301114.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -301131.281250 Penalty: 2653.650635
	Iteration 30Q: 3 clusters Score -301131.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -301143.406250 Penalty: 2653.650635
	Iteration 31Q: 3 clusters Score -301143.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -301157.750000 Penalty: 2653.650635
	Iteration 32Q: 3 clusters Score -301157.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -301166.406250 Penalty: 2653.650635
	Iteration 33Q: 3 clusters Score -301166.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -301175.468750 Penalty: 2653.650635
	Iteration 34Q: 3 clusters Score -301175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -301186.125000 Penalty: 2653.650635
	Iteration 35Q: 3 clusters Score -301186.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -301191.625000 Penalty: 2653.650635
	Iteration 36Q: 3 clusters Score -301191.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -301196.218750 Penalty: 2653.650635
	Iteration 37Q: 3 clusters Score -301196.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -301200.687500 Penalty: 2653.650635
	Iteration 38Q: 3 clusters Score -301200.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -301204.093750 Penalty: 2653.650635
	Iteration 39Q: 3 clusters Score -301204.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -301208.656250 Penalty: 2653.650635
	Iteration 40F: 3 clusters Score -301208.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -301214.093750 Penalty: 2653.650635
	Iteration 41Q: 3 clusters Score -301214.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -301219.281250 Penalty: 2653.650635
	Iteration 42Q: 3 clusters Score -301219.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -301223.125000 Penalty: 2653.650635
	Iteration 43Q: 3 clusters Score -301223.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -301226.437500 Penalty: 2653.650635
	Iteration 44Q: 3 clusters Score -301226.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -301229.875000 Penalty: 2653.650635
	Iteration 45Q: 3 clusters Score -301229.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -301233.593750 Penalty: 2653.650635
	Iteration 46Q: 3 clusters Score -301233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -301234.343750 Penalty: 2653.650635
	Iteration 47Q: 3 clusters Score -301234.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -301234.875000 Penalty: 2653.650635
	Iteration 48Q: 3 clusters Score -301234.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -301236.218750 Penalty: 2653.650635
	Iteration 49Q: 3 clusters Score -301236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -301237.093750 Penalty: 2653.650635
	Iteration 50Q: 3 clusters Score -301237.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -301237.062500 Penalty: 2653.650635
	Iteration 51Q: 3 clusters Score -301237.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -301236.875000 Penalty: 2653.650635
	Iteration 52Q: 3 clusters Score -301236.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -301236.875000 Penalty: 2653.650635
	Iteration 53F: 3 clusters Score -301236.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -233437.937500 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -233437.9 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 1281 members 
Entering Unmasked Estep 
Score: -231021.781250 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -231021.8 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -231574.750000 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -231574.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -231671.281250 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -231671.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -231733.421875 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -231733.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -231773.734375 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -231773.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -231804.234375 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -231804.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -231838.828125 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -231838.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -231862.609375 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -231862.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -231881.890625 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -231881.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -231899.703125 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -231899.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -231915.375000 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -231915.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -231930.734375 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -231930.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -231943.390625 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -231943.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -231956.609375 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -231956.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -231969.828125 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -231969.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -231985.375000 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -231985.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -232001.781250 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -232001.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -232020.156250 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -232020.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -232033.640625 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -232033.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -232047.109375 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -232047.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -232061.296875 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -232061.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -232074.562500 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -232074.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -232081.281250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -232081.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -232088.578125 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -232088.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -232094.500000 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -232094.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -232100.109375 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -232100.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -232106.015625 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -232106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -232110.625000 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -232110.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -232113.953125 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -232114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -232118.796875 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -232118.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -232123.312500 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -232123.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -232126.640625 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -232126.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -232128.187500 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -232128.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -232131.500000 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -232131.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -232136.578125 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -232136.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -232141.421875 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -232141.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -232146.281250 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -232146.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -232152.265625 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -232152.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -232158.968750 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -232159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -232163.671875 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -232163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -232168.078125 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -232168.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -232175.343750 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -232175.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -232179.953125 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -232180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -232184.109375 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -232184.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -232187.875000 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -232187.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -232198.234375 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -232198.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -232211.593750 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -232211.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -232221.140625 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -232221.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -232230.609375 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -232230.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -232241.343750 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -232241.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -232254.890625 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -232254.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -232259.671875 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -232259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -232264.015625 Penalty: 2552.800049
	Iteration 52Q: 3 clusters Score -232264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -232267.390625 Penalty: 2552.800049
	Iteration 53Q: 3 clusters Score -232267.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -232267.906250 Penalty: 2552.800049
	Iteration 54Q: 3 clusters Score -232267.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -232269.609375 Penalty: 2552.800049
	Iteration 55Q: 3 clusters Score -232269.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -232270.343750 Penalty: 2552.800049
	Iteration 56Q: 3 clusters Score -232270.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -232272.796875 Penalty: 2552.800049
	Iteration 57Q: 3 clusters Score -232272.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -232275.203125 Penalty: 2552.800049
	Iteration 58Q: 3 clusters Score -232275.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -232277.093750 Penalty: 2552.800049
	Iteration 59Q: 3 clusters Score -232277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -232278.171875 Penalty: 2552.800049
	Iteration 60F: 3 clusters Score -232278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -232278.921875 Penalty: 2552.800049
	Iteration 61Q: 3 clusters Score -232278.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -232278.921875 Penalty: 2552.800049
	Iteration 62F: 3 clusters Score -232278.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Entering Unmasked Estep 
Score: -880945.000000 Penalty: 1515.154297
	Iteration 0F: 2 clusters Score -880945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -873088.062500 Penalty: 3030.308594
	Iteration 0F: 3 clusters Score -873088.1 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -875952.687500 Penalty: 3030.308594
	Iteration 1F: 3 clusters Score -875952.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -876671.687500 Penalty: 3030.308594
	Iteration 2F: 3 clusters Score -876671.7 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -877504.875000 Penalty: 3030.308594
	Iteration 3F: 3 clusters Score -877504.9 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -878358.500000 Penalty: 3030.308594
	Iteration 4F: 3 clusters Score -878358.5 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -879007.000000 Penalty: 3030.308594
	Iteration 5F: 3 clusters Score -879007 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -879376.875000 Penalty: 3030.308594
	Iteration 6F: 3 clusters Score -879376.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -879542.062500 Penalty: 3030.308594
	Iteration 7Q: 3 clusters Score -879542.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -879631.250000 Penalty: 3030.308594
	Iteration 8Q: 3 clusters Score -879631.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -879676.187500 Penalty: 3030.308594
	Iteration 9Q: 3 clusters Score -879676.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -879698.437500 Penalty: 3030.308594
	Iteration 10Q: 3 clusters Score -879698.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -879710.437500 Penalty: 3030.308594
	Iteration 11Q: 3 clusters Score -879710.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -879726.312500 Penalty: 3030.308594
	Iteration 12Q: 3 clusters Score -879726.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -879734.437500 Penalty: 3030.308594
	Iteration 13Q: 3 clusters Score -879734.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -879742.187500 Penalty: 3030.308594
	Iteration 14Q: 3 clusters Score -879742.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -879747.312500 Penalty: 3030.308594
	Iteration 15Q: 3 clusters Score -879747.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -879749.875000 Penalty: 3030.308594
	Iteration 16Q: 3 clusters Score -879749.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -879753.687500 Penalty: 3030.308594
	Iteration 17Q: 3 clusters Score -879753.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -879761.000000 Penalty: 3030.308594
	Iteration 18Q: 3 clusters Score -879761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -879764.437500 Penalty: 3030.308594
	Iteration 19Q: 3 clusters Score -879764.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -879766.437500 Penalty: 3030.308594
	Iteration 20F: 3 clusters Score -879766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -879766.812500 Penalty: 3030.308594
	Iteration 21Q: 3 clusters Score -879766.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -879768.812500 Penalty: 3030.308594
	Iteration 22Q: 3 clusters Score -879768.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -879768.875000 Penalty: 3030.308594
	Iteration 23Q: 3 clusters Score -879768.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -879770.000000 Penalty: 3030.308594
	Iteration 24Q: 3 clusters Score -879770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -879772.062500 Penalty: 3030.308594
	Iteration 25Q: 3 clusters Score -879772.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -879773.312500 Penalty: 3030.308594
	Iteration 26Q: 3 clusters Score -879773.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -879771.750000 Penalty: 3030.308594
	Iteration 27Q: 3 clusters Score -879771.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -879773.187500 Penalty: 3030.308594
	Iteration 28Q: 3 clusters Score -879773.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -879773.875000 Penalty: 3030.308594
	Iteration 29Q: 3 clusters Score -879773.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -879774.437500 Penalty: 3030.308594
	Iteration 30Q: 3 clusters Score -879774.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -879775.750000 Penalty: 3030.308594
	Iteration 31Q: 3 clusters Score -879775.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -879775.250000 Penalty: 3030.308594
	Iteration 32Q: 3 clusters Score -879775.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -879774.750000 Penalty: 3030.308594
	Iteration 33Q: 3 clusters Score -879774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -879774.375000 Penalty: 3030.308594
	Iteration 34Q: 3 clusters Score -879774.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -879773.437500 Penalty: 3030.308594
	Iteration 35Q: 3 clusters Score -879773.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -879773.437500 Penalty: 3030.308594
	Iteration 36F: 3 clusters Score -879773.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Entering Unmasked Estep 
Score: -831333.062500 Penalty: 1490.722412
	Iteration 0F: 2 clusters Score -831333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -824357.875000 Penalty: 2981.444824
	Iteration 0F: 3 clusters Score -824357.9 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -826608.875000 Penalty: 2981.444824
	Iteration 1F: 3 clusters Score -826608.9 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -826885.687500 Penalty: 2981.444824
	Iteration 2F: 3 clusters Score -826885.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -827106.812500 Penalty: 2981.444824
	Iteration 3Q: 3 clusters Score -827106.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -827311.375000 Penalty: 2981.444824
	Iteration 4Q: 3 clusters Score -827311.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -827465.250000 Penalty: 2981.444824
	Iteration 5Q: 3 clusters Score -827465.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -827588.375000 Penalty: 2981.444824
	Iteration 6Q: 3 clusters Score -827588.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -827679.187500 Penalty: 2981.444824
	Iteration 7Q: 3 clusters Score -827679.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -827759.062500 Penalty: 2981.444824
	Iteration 8Q: 3 clusters Score -827759.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -827841.312500 Penalty: 2981.444824
	Iteration 9Q: 3 clusters Score -827841.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -827917.250000 Penalty: 2981.444824
	Iteration 10Q: 3 clusters Score -827917.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -827989.812500 Penalty: 2981.444824
	Iteration 11Q: 3 clusters Score -827989.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -828055.187500 Penalty: 2981.444824
	Iteration 12Q: 3 clusters Score -828055.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -828126.875000 Penalty: 2981.444824
	Iteration 13Q: 3 clusters Score -828126.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -828191.312500 Penalty: 2981.444824
	Iteration 14Q: 3 clusters Score -828191.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -828248.375000 Penalty: 2981.444824
	Iteration 15Q: 3 clusters Score -828248.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -828323.250000 Penalty: 2981.444824
	Iteration 16Q: 3 clusters Score -828323.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -828409.375000 Penalty: 2981.444824
	Iteration 17Q: 3 clusters Score -828409.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -828516.687500 Penalty: 2981.444824
	Iteration 18Q: 3 clusters Score -828516.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -828638.250000 Penalty: 2981.444824
	Iteration 19Q: 3 clusters Score -828638.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -828743.812500 Penalty: 2981.444824
	Iteration 20F: 3 clusters Score -828743.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -828843.687500 Penalty: 2981.444824
	Iteration 21Q: 3 clusters Score -828843.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -828925.375000 Penalty: 2981.444824
	Iteration 22Q: 3 clusters Score -828925.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -828993.125000 Penalty: 2981.444824
	Iteration 23Q: 3 clusters Score -828993.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -829062.750000 Penalty: 2981.444824
	Iteration 24Q: 3 clusters Score -829062.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -829138.125000 Penalty: 2981.444824
	Iteration 25Q: 3 clusters Score -829138.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -829217.375000 Penalty: 2981.444824
	Iteration 26Q: 3 clusters Score -829217.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -829295.812500 Penalty: 2981.444824
	Iteration 27Q: 3 clusters Score -829295.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -829362.812500 Penalty: 2981.444824
	Iteration 28Q: 3 clusters Score -829362.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -829415.062500 Penalty: 2981.444824
	Iteration 29Q: 3 clusters Score -829415.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -829476.312500 Penalty: 2981.444824
	Iteration 30Q: 3 clusters Score -829476.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -829541.062500 Penalty: 2981.444824
	Iteration 31Q: 3 clusters Score -829541.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -829600.312500 Penalty: 2981.444824
	Iteration 32Q: 3 clusters Score -829600.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -829660.562500 Penalty: 2981.444824
	Iteration 33Q: 3 clusters Score -829660.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -829718.187500 Penalty: 2981.444824
	Iteration 34Q: 3 clusters Score -829718.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -829776.125000 Penalty: 2981.444824
	Iteration 35Q: 3 clusters Score -829776.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -829831.937500 Penalty: 2981.444824
	Iteration 36Q: 3 clusters Score -829831.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -829886.250000 Penalty: 2981.444824
	Iteration 37Q: 3 clusters Score -829886.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -829929.125000 Penalty: 2981.444824
	Iteration 38Q: 3 clusters Score -829929.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -829966.687500 Penalty: 2981.444824
	Iteration 39Q: 3 clusters Score -829966.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -830001.812500 Penalty: 2981.444824
	Iteration 40F: 3 clusters Score -830001.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -830035.687500 Penalty: 2981.444824
	Iteration 41Q: 3 clusters Score -830035.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -830059.500000 Penalty: 2981.444824
	Iteration 42Q: 3 clusters Score -830059.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -830080.187500 Penalty: 2981.444824
	Iteration 43Q: 3 clusters Score -830080.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -830093.000000 Penalty: 2981.444824
	Iteration 44Q: 3 clusters Score -830093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -830109.500000 Penalty: 2981.444824
	Iteration 45Q: 3 clusters Score -830109.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -830119.125000 Penalty: 2981.444824
	Iteration 46Q: 3 clusters Score -830119.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -830124.500000 Penalty: 2981.444824
	Iteration 47Q: 3 clusters Score -830124.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -830137.500000 Penalty: 2981.444824
	Iteration 48Q: 3 clusters Score -830137.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -830144.437500 Penalty: 2981.444824
	Iteration 49Q: 3 clusters Score -830144.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -830150.625000 Penalty: 2981.444824
	Iteration 50Q: 3 clusters Score -830150.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -830157.750000 Penalty: 2981.444824
	Iteration 51Q: 3 clusters Score -830157.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -830159.500000 Penalty: 2981.444824
	Iteration 52Q: 3 clusters Score -830159.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -830163.187500 Penalty: 2981.444824
	Iteration 53Q: 3 clusters Score -830163.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -830164.312500 Penalty: 2981.444824
	Iteration 54Q: 3 clusters Score -830164.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -830166.000000 Penalty: 2981.444824
	Iteration 55Q: 3 clusters Score -830166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -830170.125000 Penalty: 2981.444824
	Iteration 56Q: 3 clusters Score -830170.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -830171.875000 Penalty: 2981.444824
	Iteration 57Q: 3 clusters Score -830171.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -830171.250000 Penalty: 2981.444824
	Iteration 58Q: 3 clusters Score -830171.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -830173.562500 Penalty: 2981.444824
	Iteration 59Q: 3 clusters Score -830173.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -830174.250000 Penalty: 2981.444824
	Iteration 60F: 3 clusters Score -830174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -830174.687500 Penalty: 2981.444824
	Iteration 61Q: 3 clusters Score -830174.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -830174.687500 Penalty: 2981.444824
	Iteration 62Q: 3 clusters Score -830174.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -830176.875000 Penalty: 2981.444824
	Iteration 63Q: 3 clusters Score -830176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -830174.312500 Penalty: 2981.444824
	Iteration 64Q: 3 clusters Score -830174.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -830174.937500 Penalty: 2981.444824
	Iteration 65Q: 3 clusters Score -830174.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -830176.750000 Penalty: 2981.444824
	Iteration 66Q: 3 clusters Score -830176.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -830176.062500 Penalty: 2981.444824
	Iteration 67Q: 3 clusters Score -830176.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -830175.062500 Penalty: 2981.444824
	Iteration 68Q: 3 clusters Score -830175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -830175.312500 Penalty: 2981.444824
	Iteration 69Q: 3 clusters Score -830175.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -830175.312500 Penalty: 2981.444824
	Iteration 70F: 3 clusters Score -830175.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Entering Unmasked Estep 
Score: -471849.281250 Penalty: 1397.838989
	Iteration 0F: 2 clusters Score -471849.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -467569.156250 Penalty: 2795.677979
	Iteration 0F: 3 clusters Score -467569.2 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -468760.718750 Penalty: 2795.677979
	Iteration 1F: 3 clusters Score -468760.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -468935.750000 Penalty: 2795.677979
	Iteration 2F: 3 clusters Score -468935.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -469067.687500 Penalty: 2795.677979
	Iteration 3F: 3 clusters Score -469067.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -469209.437500 Penalty: 2795.677979
	Iteration 4Q: 3 clusters Score -469209.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -469363.031250 Penalty: 2795.677979
	Iteration 5Q: 3 clusters Score -469363 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -469510.187500 Penalty: 2795.677979
	Iteration 6Q: 3 clusters Score -469510.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -469675.750000 Penalty: 2795.677979
	Iteration 7Q: 3 clusters Score -469675.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -469814.781250 Penalty: 2795.677979
	Iteration 8Q: 3 clusters Score -469814.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -469922.125000 Penalty: 2795.677979
	Iteration 9Q: 3 clusters Score -469922.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -470014.781250 Penalty: 2795.677979
	Iteration 10Q: 3 clusters Score -470014.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -470113.406250 Penalty: 2795.677979
	Iteration 11Q: 3 clusters Score -470113.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -470217.500000 Penalty: 2795.677979
	Iteration 12Q: 3 clusters Score -470217.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -470309.875000 Penalty: 2795.677979
	Iteration 13Q: 3 clusters Score -470309.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -470388.531250 Penalty: 2795.677979
	Iteration 14Q: 3 clusters Score -470388.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -470436.718750 Penalty: 2795.677979
	Iteration 15Q: 3 clusters Score -470436.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -470475.375000 Penalty: 2795.677979
	Iteration 16Q: 3 clusters Score -470475.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -470503.312500 Penalty: 2795.677979
	Iteration 17Q: 3 clusters Score -470503.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -470531.500000 Penalty: 2795.677979
	Iteration 18Q: 3 clusters Score -470531.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -470555.531250 Penalty: 2795.677979
	Iteration 19Q: 3 clusters Score -470555.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -470576.687500 Penalty: 2795.677979
	Iteration 20F: 3 clusters Score -470576.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -470588.000000 Penalty: 2795.677979
	Iteration 21Q: 3 clusters Score -470588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -470595.125000 Penalty: 2795.677979
	Iteration 22Q: 3 clusters Score -470595.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -470603.875000 Penalty: 2795.677979
	Iteration 23Q: 3 clusters Score -470603.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -470620.156250 Penalty: 2795.677979
	Iteration 24Q: 3 clusters Score -470620.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -470635.031250 Penalty: 2795.677979
	Iteration 25Q: 3 clusters Score -470635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -470651.093750 Penalty: 2795.677979
	Iteration 26Q: 3 clusters Score -470651.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -470665.218750 Penalty: 2795.677979
	Iteration 27Q: 3 clusters Score -470665.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -470674.281250 Penalty: 2795.677979
	Iteration 28Q: 3 clusters Score -470674.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -470680.343750 Penalty: 2795.677979
	Iteration 29Q: 3 clusters Score -470680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -470682.593750 Penalty: 2795.677979
	Iteration 30Q: 3 clusters Score -470682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -470684.656250 Penalty: 2795.677979
	Iteration 31Q: 3 clusters Score -470684.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -470685.125000 Penalty: 2795.677979
	Iteration 32Q: 3 clusters Score -470685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -470685.125000 Penalty: 2795.677979
	Iteration 33F: 3 clusters Score -470685.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Entering Unmasked Estep 
Score: -694976.625000 Penalty: 1453.425781
	Iteration 0F: 2 clusters Score -694976.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -689348.562500 Penalty: 2906.851562
	Iteration 0F: 3 clusters Score -689348.6 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -691137.375000 Penalty: 2906.851562
	Iteration 1F: 3 clusters Score -691137.4 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -691316.875000 Penalty: 2906.851562
	Iteration 2F: 3 clusters Score -691316.9 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -691449.687500 Penalty: 2906.851562
	Iteration 3Q: 3 clusters Score -691449.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -691550.875000 Penalty: 2906.851562
	Iteration 4Q: 3 clusters Score -691550.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -691627.375000 Penalty: 2906.851562
	Iteration 5Q: 3 clusters Score -691627.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -691680.125000 Penalty: 2906.851562
	Iteration 6Q: 3 clusters Score -691680.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -691719.125000 Penalty: 2906.851562
	Iteration 7Q: 3 clusters Score -691719.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -691755.062500 Penalty: 2906.851562
	Iteration 8Q: 3 clusters Score -691755.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -691793.125000 Penalty: 2906.851562
	Iteration 9Q: 3 clusters Score -691793.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -691829.812500 Penalty: 2906.851562
	Iteration 10Q: 3 clusters Score -691829.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -691872.062500 Penalty: 2906.851562
	Iteration 11Q: 3 clusters Score -691872.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -691914.312500 Penalty: 2906.851562
	Iteration 12Q: 3 clusters Score -691914.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -691962.250000 Penalty: 2906.851562
	Iteration 13Q: 3 clusters Score -691962.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -692017.375000 Penalty: 2906.851562
	Iteration 14Q: 3 clusters Score -692017.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -692074.750000 Penalty: 2906.851562
	Iteration 15Q: 3 clusters Score -692074.8 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -692152.375000 Penalty: 2906.851562
	Iteration 16Q: 3 clusters Score -692152.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -692257.687500 Penalty: 2906.851562
	Iteration 17Q: 3 clusters Score -692257.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -692368.562500 Penalty: 2906.851562
	Iteration 18Q: 3 clusters Score -692368.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -692521.812500 Penalty: 2906.851562
	Iteration 19Q: 3 clusters Score -692521.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -692719.687500 Penalty: 2906.851562
	Iteration 20F: 3 clusters Score -692719.7 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -692922.187500 Penalty: 2906.851562
	Iteration 21Q: 3 clusters Score -692922.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -693094.062500 Penalty: 2906.851562
	Iteration 22Q: 3 clusters Score -693094.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -693250.500000 Penalty: 2906.851562
	Iteration 23Q: 3 clusters Score -693250.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -693392.875000 Penalty: 2906.851562
	Iteration 24Q: 3 clusters Score -693392.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -693483.000000 Penalty: 2906.851562
	Iteration 25Q: 3 clusters Score -693483 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -693552.937500 Penalty: 2906.851562
	Iteration 26Q: 3 clusters Score -693552.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -693611.312500 Penalty: 2906.851562
	Iteration 27Q: 3 clusters Score -693611.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -693646.187500 Penalty: 2906.851562
	Iteration 28Q: 3 clusters Score -693646.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -693669.937500 Penalty: 2906.851562
	Iteration 29Q: 3 clusters Score -693669.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -693691.875000 Penalty: 2906.851562
	Iteration 30Q: 3 clusters Score -693691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -693702.250000 Penalty: 2906.851562
	Iteration 31Q: 3 clusters Score -693702.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -693708.250000 Penalty: 2906.851562
	Iteration 32Q: 3 clusters Score -693708.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -693715.437500 Penalty: 2906.851562
	Iteration 33Q: 3 clusters Score -693715.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -693728.875000 Penalty: 2906.851562
	Iteration 34Q: 3 clusters Score -693728.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -693737.500000 Penalty: 2906.851562
	Iteration 35Q: 3 clusters Score -693737.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -693739.625000 Penalty: 2906.851562
	Iteration 36Q: 3 clusters Score -693739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -693741.687500 Penalty: 2906.851562
	Iteration 37Q: 3 clusters Score -693741.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -693744.062500 Penalty: 2906.851562
	Iteration 38Q: 3 clusters Score -693744.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -693746.187500 Penalty: 2906.851562
	Iteration 39Q: 3 clusters Score -693746.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -693748.187500 Penalty: 2906.851562
	Iteration 40F: 3 clusters Score -693748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -693748.750000 Penalty: 2906.851562
	Iteration 41Q: 3 clusters Score -693748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -693748.750000 Penalty: 2906.851562
	Iteration 42F: 3 clusters Score -693748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (15462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Entering Unmasked Estep 
Score: -1401765.250000 Penalty: 1567.497925
	Iteration 0F: 2 clusters Score -1401765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1391106.875000 Penalty: 3134.995850
	Iteration 0F: 3 clusters Score -1391107 nChanged 6878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1394890.250000 Penalty: 3134.995850
	Iteration 1F: 3 clusters Score -1394890 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1395211.875000 Penalty: 3134.995850
	Iteration 2F: 3 clusters Score -1395212 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1395482.250000 Penalty: 3134.995850
	Iteration 3Q: 3 clusters Score -1395482 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1395730.375000 Penalty: 3134.995850
	Iteration 4Q: 3 clusters Score -1395730 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1395970.750000 Penalty: 3134.995850
	Iteration 5Q: 3 clusters Score -1395971 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -1396209.000000 Penalty: 3134.995850
	Iteration 6Q: 3 clusters Score -1396209 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1396457.625000 Penalty: 3134.995850
	Iteration 7Q: 3 clusters Score -1396458 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -1396714.125000 Penalty: 3134.995850
	Iteration 8Q: 3 clusters Score -1396714 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1396995.875000 Penalty: 3134.995850
	Iteration 9Q: 3 clusters Score -1396996 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1397313.875000 Penalty: 3134.995850
	Iteration 10Q: 3 clusters Score -1397314 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1397620.375000 Penalty: 3134.995850
	Iteration 11Q: 3 clusters Score -1397620 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1397904.250000 Penalty: 3134.995850
	Iteration 12Q: 3 clusters Score -1397904 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1398152.000000 Penalty: 3134.995850
	Iteration 13Q: 3 clusters Score -1398152 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1398351.875000 Penalty: 3134.995850
	Iteration 14Q: 3 clusters Score -1398352 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -1398547.500000 Penalty: 3134.995850
	Iteration 15Q: 3 clusters Score -1398548 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1398699.375000 Penalty: 3134.995850
	Iteration 16Q: 3 clusters Score -1398699 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -1398834.375000 Penalty: 3134.995850
	Iteration 17Q: 3 clusters Score -1398834 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -1398936.500000 Penalty: 3134.995850
	Iteration 18Q: 3 clusters Score -1398936 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -1399030.000000 Penalty: 3134.995850
	Iteration 19Q: 3 clusters Score -1399030 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1399114.000000 Penalty: 3134.995850
	Iteration 20F: 3 clusters Score -1399114 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1399201.875000 Penalty: 3134.995850
	Iteration 21Q: 3 clusters Score -1399202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -1399296.125000 Penalty: 3134.995850
	Iteration 22Q: 3 clusters Score -1399296 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -1399398.500000 Penalty: 3134.995850
	Iteration 23Q: 3 clusters Score -1399398 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1399486.375000 Penalty: 3134.995850
	Iteration 24Q: 3 clusters Score -1399486 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -1399569.375000 Penalty: 3134.995850
	Iteration 25Q: 3 clusters Score -1399569 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1399646.125000 Penalty: 3134.995850
	Iteration 26Q: 3 clusters Score -1399646 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1399734.500000 Penalty: 3134.995850
	Iteration 27Q: 3 clusters Score -1399734 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -1399824.500000 Penalty: 3134.995850
	Iteration 28Q: 3 clusters Score -1399824 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -1399889.250000 Penalty: 3134.995850
	Iteration 29Q: 3 clusters Score -1399889 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1399954.750000 Penalty: 3134.995850
	Iteration 30Q: 3 clusters Score -1399955 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1400022.750000 Penalty: 3134.995850
	Iteration 31Q: 3 clusters Score -1400023 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1400095.250000 Penalty: 3134.995850
	Iteration 32Q: 3 clusters Score -1400095 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1400164.250000 Penalty: 3134.995850
	Iteration 33Q: 3 clusters Score -1400164 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1400245.250000 Penalty: 3134.995850
	Iteration 34Q: 3 clusters Score -1400245 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -1400315.500000 Penalty: 3134.995850
	Iteration 35Q: 3 clusters Score -1400316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -1400367.250000 Penalty: 3134.995850
	Iteration 36Q: 3 clusters Score -1400367 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1400417.875000 Penalty: 3134.995850
	Iteration 37Q: 3 clusters Score -1400418 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -1400453.875000 Penalty: 3134.995850
	Iteration 38Q: 3 clusters Score -1400454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -1400471.750000 Penalty: 3134.995850
	Iteration 39Q: 3 clusters Score -1400472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1400491.125000 Penalty: 3134.995850
	Iteration 40F: 3 clusters Score -1400491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1400500.000000 Penalty: 3134.995850
	Iteration 41Q: 3 clusters Score -1400500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -1400516.250000 Penalty: 3134.995850
	Iteration 42Q: 3 clusters Score -1400516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1400522.125000 Penalty: 3134.995850
	Iteration 43Q: 3 clusters Score -1400522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -1400527.000000 Penalty: 3134.995850
	Iteration 44Q: 3 clusters Score -1400527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -1400529.625000 Penalty: 3134.995850
	Iteration 45Q: 3 clusters Score -1400530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -1400533.375000 Penalty: 3134.995850
	Iteration 46Q: 3 clusters Score -1400533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1400532.875000 Penalty: 3134.995850
	Iteration 47Q: 3 clusters Score -1400533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1400542.000000 Penalty: 3134.995850
	Iteration 48Q: 3 clusters Score -1400542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -1400548.625000 Penalty: 3134.995850
	Iteration 49Q: 3 clusters Score -1400549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -1400549.125000 Penalty: 3134.995850
	Iteration 50Q: 3 clusters Score -1400549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1400557.625000 Penalty: 3134.995850
	Iteration 51Q: 3 clusters Score -1400558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1400561.250000 Penalty: 3134.995850
	Iteration 52Q: 3 clusters Score -1400561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -1400568.125000 Penalty: 3134.995850
	Iteration 53Q: 3 clusters Score -1400568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1400569.125000 Penalty: 3134.995850
	Iteration 54Q: 3 clusters Score -1400569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1400569.625000 Penalty: 3134.995850
	Iteration 55Q: 3 clusters Score -1400570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1400569.000000 Penalty: 3134.995850
	Iteration 56Q: 3 clusters Score -1400569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1400570.625000 Penalty: 3134.995850
	Iteration 57Q: 3 clusters Score -1400571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1400573.250000 Penalty: 3134.995850
	Iteration 58Q: 3 clusters Score -1400573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -1400573.000000 Penalty: 3134.995850
	Iteration 59Q: 3 clusters Score -1400573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -1400573.500000 Penalty: 3134.995850
	Iteration 60F: 3 clusters Score -1400574 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13788.729492 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -13788.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -13020.388672 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -13020.39 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -13112.385742 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -13112.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -13155.367188 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -13155.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -13166.429688 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -13166.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -13173.722656 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -13173.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13177.323242 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -13177.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -13177.323242 Penalty: 1740.890625
	Iteration 6F: 3 clusters Score -13177.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (11081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Entering Unmasked Estep 
Score: -958590.000000 Penalty: 1513.360474
	Iteration 0F: 2 clusters Score -958590 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 5460 members 
Entering Unmasked Estep 
Score: -950653.187500 Penalty: 3026.720947
	Iteration 0F: 3 clusters Score -950653.2 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -953454.125000 Penalty: 3026.720947
	Iteration 1F: 3 clusters Score -953454.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -954049.500000 Penalty: 3026.720947
	Iteration 2F: 3 clusters Score -954049.5 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -954699.750000 Penalty: 3026.720947
	Iteration 3F: 3 clusters Score -954699.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -955243.937500 Penalty: 3026.720947
	Iteration 4F: 3 clusters Score -955243.9 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -955714.500000 Penalty: 3026.720947
	Iteration 5F: 3 clusters Score -955714.5 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -956147.750000 Penalty: 3026.720947
	Iteration 6F: 3 clusters Score -956147.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -956611.625000 Penalty: 3026.720947
	Iteration 7Q: 3 clusters Score -956611.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -957115.500000 Penalty: 3026.720947
	Iteration 8Q: 3 clusters Score -957115.5 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -957439.375000 Penalty: 3026.720947
	Iteration 9Q: 3 clusters Score -957439.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -957586.562500 Penalty: 3026.720947
	Iteration 10Q: 3 clusters Score -957586.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -957652.562500 Penalty: 3026.720947
	Iteration 11Q: 3 clusters Score -957652.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -957693.875000 Penalty: 3026.720947
	Iteration 12Q: 3 clusters Score -957693.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -957715.125000 Penalty: 3026.720947
	Iteration 13Q: 3 clusters Score -957715.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -957725.562500 Penalty: 3026.720947
	Iteration 14Q: 3 clusters Score -957725.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -957730.187500 Penalty: 3026.720947
	Iteration 15Q: 3 clusters Score -957730.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -957736.437500 Penalty: 3026.720947
	Iteration 16Q: 3 clusters Score -957736.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -957740.125000 Penalty: 3026.720947
	Iteration 17Q: 3 clusters Score -957740.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -957741.750000 Penalty: 3026.720947
	Iteration 18Q: 3 clusters Score -957741.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -957741.125000 Penalty: 3026.720947
	Iteration 19Q: 3 clusters Score -957741.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -957744.187500 Penalty: 3026.720947
	Iteration 20F: 3 clusters Score -957744.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -957745.937500 Penalty: 3026.720947
	Iteration 21Q: 3 clusters Score -957745.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -957746.437500 Penalty: 3026.720947
	Iteration 22Q: 3 clusters Score -957746.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -957749.125000 Penalty: 3026.720947
	Iteration 23Q: 3 clusters Score -957749.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -957750.812500 Penalty: 3026.720947
	Iteration 24Q: 3 clusters Score -957750.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -957753.750000 Penalty: 3026.720947
	Iteration 25Q: 3 clusters Score -957753.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -957753.875000 Penalty: 3026.720947
	Iteration 26Q: 3 clusters Score -957753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -957754.562500 Penalty: 3026.720947
	Iteration 27Q: 3 clusters Score -957754.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -957757.687500 Penalty: 3026.720947
	Iteration 28Q: 3 clusters Score -957757.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -957758.687500 Penalty: 3026.720947
	Iteration 29Q: 3 clusters Score -957758.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -957763.687500 Penalty: 3026.720947
	Iteration 30Q: 3 clusters Score -957763.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -957766.125000 Penalty: 3026.720947
	Iteration 31Q: 3 clusters Score -957766.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -957769.687500 Penalty: 3026.720947
	Iteration 32Q: 3 clusters Score -957769.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -957770.875000 Penalty: 3026.720947
	Iteration 33Q: 3 clusters Score -957770.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -957771.250000 Penalty: 3026.720947
	Iteration 34Q: 3 clusters Score -957771.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -957777.187500 Penalty: 3026.720947
	Iteration 35Q: 3 clusters Score -957777.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -957779.187500 Penalty: 3026.720947
	Iteration 36Q: 3 clusters Score -957779.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -957780.750000 Penalty: 3026.720947
	Iteration 37Q: 3 clusters Score -957780.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -957780.625000 Penalty: 3026.720947
	Iteration 38Q: 3 clusters Score -957780.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -957782.562500 Penalty: 3026.720947
	Iteration 39Q: 3 clusters Score -957782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -957784.500000 Penalty: 3026.720947
	Iteration 40F: 3 clusters Score -957784.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -957785.125000 Penalty: 3026.720947
	Iteration 41Q: 3 clusters Score -957785.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -957784.250000 Penalty: 3026.720947
	Iteration 42Q: 3 clusters Score -957784.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -957787.375000 Penalty: 3026.720947
	Iteration 43Q: 3 clusters Score -957787.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -957789.187500 Penalty: 3026.720947
	Iteration 44Q: 3 clusters Score -957789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -957788.750000 Penalty: 3026.720947
	Iteration 45Q: 3 clusters Score -957788.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -957789.000000 Penalty: 3026.720947
	Iteration 46Q: 3 clusters Score -957789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -957793.062500 Penalty: 3026.720947
	Iteration 47Q: 3 clusters Score -957793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -957792.312500 Penalty: 3026.720947
	Iteration 48Q: 3 clusters Score -957792.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -957793.125000 Penalty: 3026.720947
	Iteration 49Q: 3 clusters Score -957793.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -957795.125000 Penalty: 3026.720947
	Iteration 50Q: 3 clusters Score -957795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -957793.562500 Penalty: 3026.720947
	Iteration 51Q: 3 clusters Score -957793.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -957793.937500 Penalty: 3026.720947
	Iteration 52Q: 3 clusters Score -957793.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -957796.500000 Penalty: 3026.720947
	Iteration 53Q: 3 clusters Score -957796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -957793.875000 Penalty: 3026.720947
	Iteration 54Q: 3 clusters Score -957793.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -957794.500000 Penalty: 3026.720947
	Iteration 55Q: 3 clusters Score -957794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -957794.500000 Penalty: 3026.720947
	Iteration 56F: 3 clusters Score -957794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -258016.843750 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -258016.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -255300.140625 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -255300.1 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -256002.500000 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -256002.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -256147.125000 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -256147.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -256246.453125 Penalty: 2612.201660
	Iteration 3F: 3 clusters Score -256246.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -256313.593750 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -256313.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -256367.390625 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -256367.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -256425.218750 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -256425.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -256478.375000 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -256478.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -256542.312500 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -256542.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -256599.015625 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -256599 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -256653.812500 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -256653.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -256705.937500 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -256705.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -256742.125000 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -256742.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -256777.843750 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -256777.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -256815.500000 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -256815.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -256840.234375 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -256840.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -256859.218750 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -256859.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -256879.203125 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -256879.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -256893.843750 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -256893.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -256907.109375 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -256907.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -256915.687500 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -256915.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -256922.828125 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -256922.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -256927.000000 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -256927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -256929.156250 Penalty: 2612.201660
	Iteration 23Q: 3 clusters Score -256929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -256931.796875 Penalty: 2612.201660
	Iteration 24Q: 3 clusters Score -256931.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -256934.093750 Penalty: 2612.201660
	Iteration 25Q: 3 clusters Score -256934.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -256934.406250 Penalty: 2612.201660
	Iteration 26Q: 3 clusters Score -256934.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -256935.109375 Penalty: 2612.201660
	Iteration 27Q: 3 clusters Score -256935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -256935.437500 Penalty: 2612.201660
	Iteration 28Q: 3 clusters Score -256935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -256936.468750 Penalty: 2612.201660
	Iteration 29Q: 3 clusters Score -256936.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256937.515625 Penalty: 2612.201660
	Iteration 30Q: 3 clusters Score -256937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256939.109375 Penalty: 2612.201660
	Iteration 31Q: 3 clusters Score -256939.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -256940.328125 Penalty: 2612.201660
	Iteration 32Q: 3 clusters Score -256940.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -256940.421875 Penalty: 2612.201660
	Iteration 33Q: 3 clusters Score -256940.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -256943.046875 Penalty: 2612.201660
	Iteration 34Q: 3 clusters Score -256943 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -256946.000000 Penalty: 2612.201660
	Iteration 35Q: 3 clusters Score -256946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -256947.375000 Penalty: 2612.201660
	Iteration 36Q: 3 clusters Score -256947.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -256948.656250 Penalty: 2612.201660
	Iteration 37Q: 3 clusters Score -256948.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -256950.109375 Penalty: 2612.201660
	Iteration 38Q: 3 clusters Score -256950.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -256951.968750 Penalty: 2612.201660
	Iteration 39Q: 3 clusters Score -256952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -256952.750000 Penalty: 2612.201660
	Iteration 40F: 3 clusters Score -256952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -256954.109375 Penalty: 2612.201660
	Iteration 41Q: 3 clusters Score -256954.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -256953.875000 Penalty: 2612.201660
	Iteration 42Q: 3 clusters Score -256953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -256954.484375 Penalty: 2612.201660
	Iteration 43Q: 3 clusters Score -256954.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -256955.046875 Penalty: 2612.201660
	Iteration 44Q: 3 clusters Score -256955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -256956.125000 Penalty: 2612.201660
	Iteration 45Q: 3 clusters Score -256956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -256957.656250 Penalty: 2612.201660
	Iteration 46Q: 3 clusters Score -256957.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -256957.656250 Penalty: 2612.201660
	Iteration 47F: 3 clusters Score -256957.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Entering Unmasked Estep 
Score: -78795.593750 Penalty: 1114.175049
	Iteration 0F: 2 clusters Score -78795.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -77385.445312 Penalty: 2228.350098
	Iteration 0F: 3 clusters Score -77385.45 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -77659.343750 Penalty: 2228.350098
	Iteration 1F: 3 clusters Score -77659.34 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -77723.179688 Penalty: 2228.350098
	Iteration 2F: 3 clusters Score -77723.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -77758.875000 Penalty: 2228.350098
	Iteration 3Q: 3 clusters Score -77758.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -77791.390625 Penalty: 2228.350098
	Iteration 4Q: 3 clusters Score -77791.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -77805.070312 Penalty: 2228.350098
	Iteration 5Q: 3 clusters Score -77805.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -77821.312500 Penalty: 2228.350098
	Iteration 6Q: 3 clusters Score -77821.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -77833.953125 Penalty: 2228.350098
	Iteration 7Q: 3 clusters Score -77833.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -77848.265625 Penalty: 2228.350098
	Iteration 8Q: 3 clusters Score -77848.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -77864.812500 Penalty: 2228.350098
	Iteration 9Q: 3 clusters Score -77864.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -77880.085938 Penalty: 2228.350098
	Iteration 10Q: 3 clusters Score -77880.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -77888.890625 Penalty: 2228.350098
	Iteration 11Q: 3 clusters Score -77888.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -77899.773438 Penalty: 2228.350098
	Iteration 12Q: 3 clusters Score -77899.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77919.812500 Penalty: 2228.350098
	Iteration 13Q: 3 clusters Score -77919.81 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -77936.570312 Penalty: 2228.350098
	Iteration 14Q: 3 clusters Score -77936.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -77949.421875 Penalty: 2228.350098
	Iteration 15Q: 3 clusters Score -77949.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -77962.656250 Penalty: 2228.350098
	Iteration 16Q: 3 clusters Score -77962.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -77975.812500 Penalty: 2228.350098
	Iteration 17Q: 3 clusters Score -77975.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77983.757812 Penalty: 2228.350098
	Iteration 18Q: 3 clusters Score -77983.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77995.562500 Penalty: 2228.350098
	Iteration 19Q: 3 clusters Score -77995.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78005.445312 Penalty: 2228.350098
	Iteration 20F: 3 clusters Score -78005.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78020.820312 Penalty: 2228.350098
	Iteration 21Q: 3 clusters Score -78020.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78028.031250 Penalty: 2228.350098
	Iteration 22Q: 3 clusters Score -78028.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -78032.757812 Penalty: 2228.350098
	Iteration 23Q: 3 clusters Score -78032.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78034.781250 Penalty: 2228.350098
	Iteration 24Q: 3 clusters Score -78034.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78038.054688 Penalty: 2228.350098
	Iteration 25Q: 3 clusters Score -78038.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78038.054688 Penalty: 2228.350098
	Iteration 26F: 3 clusters Score -78038.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -117476.859375 Penalty: 1179.720703
	Iteration 0F: 2 clusters Score -117476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -115743.570312 Penalty: 2359.441406
	Iteration 0F: 3 clusters Score -115743.6 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116119.718750 Penalty: 2359.441406
	Iteration 1F: 3 clusters Score -116119.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -116244.734375 Penalty: 2359.441406
	Iteration 2F: 3 clusters Score -116244.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -116319.679688 Penalty: 2359.441406
	Iteration 3F: 3 clusters Score -116319.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -116374.195312 Penalty: 2359.441406
	Iteration 4Q: 3 clusters Score -116374.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -116415.031250 Penalty: 2359.441406
	Iteration 5Q: 3 clusters Score -116415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -116436.156250 Penalty: 2359.441406
	Iteration 6Q: 3 clusters Score -116436.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -116453.421875 Penalty: 2359.441406
	Iteration 7Q: 3 clusters Score -116453.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116464.148438 Penalty: 2359.441406
	Iteration 8Q: 3 clusters Score -116464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116474.851562 Penalty: 2359.441406
	Iteration 9Q: 3 clusters Score -116474.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116483.492188 Penalty: 2359.441406
	Iteration 10Q: 3 clusters Score -116483.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -116493.109375 Penalty: 2359.441406
	Iteration 11Q: 3 clusters Score -116493.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -116501.328125 Penalty: 2359.441406
	Iteration 12Q: 3 clusters Score -116501.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -116506.570312 Penalty: 2359.441406
	Iteration 13Q: 3 clusters Score -116506.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -116511.601562 Penalty: 2359.441406
	Iteration 14Q: 3 clusters Score -116511.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116516.945312 Penalty: 2359.441406
	Iteration 15Q: 3 clusters Score -116516.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116522.531250 Penalty: 2359.441406
	Iteration 16Q: 3 clusters Score -116522.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116526.531250 Penalty: 2359.441406
	Iteration 17Q: 3 clusters Score -116526.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -116528.375000 Penalty: 2359.441406
	Iteration 18Q: 3 clusters Score -116528.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116530.679688 Penalty: 2359.441406
	Iteration 19Q: 3 clusters Score -116530.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -116530.679688 Penalty: 2359.441406
	Iteration 20F: 3 clusters Score -116530.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Entering Unmasked Estep 
Score: -1172480.750000 Penalty: 1534.892456
	Iteration 0F: 2 clusters Score -1172481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1163688.250000 Penalty: 3069.784912
	Iteration 0F: 3 clusters Score -1163688 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1166537.500000 Penalty: 3069.784912
	Iteration 1F: 3 clusters Score -1166538 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1166776.000000 Penalty: 3069.784912
	Iteration 2F: 3 clusters Score -1166776 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1167006.000000 Penalty: 3069.784912
	Iteration 3Q: 3 clusters Score -1167006 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1167262.500000 Penalty: 3069.784912
	Iteration 4Q: 3 clusters Score -1167262 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1167555.875000 Penalty: 3069.784912
	Iteration 5Q: 3 clusters Score -1167556 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1167925.875000 Penalty: 3069.784912
	Iteration 6F: 3 clusters Score -1167926 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1168474.750000 Penalty: 3069.784912
	Iteration 7F: 3 clusters Score -1168475 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1169180.125000 Penalty: 3069.784912
	Iteration 8F: 3 clusters Score -1169180 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1169923.000000 Penalty: 3069.784912
	Iteration 9F: 3 clusters Score -1169923 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1170506.375000 Penalty: 3069.784912
	Iteration 10Q: 3 clusters Score -1170506 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1170812.500000 Penalty: 3069.784912
	Iteration 11Q: 3 clusters Score -1170812 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1170970.250000 Penalty: 3069.784912
	Iteration 12Q: 3 clusters Score -1170970 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -1171054.250000 Penalty: 3069.784912
	Iteration 13Q: 3 clusters Score -1171054 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1171093.625000 Penalty: 3069.784912
	Iteration 14Q: 3 clusters Score -1171094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -1171121.125000 Penalty: 3069.784912
	Iteration 15Q: 3 clusters Score -1171121 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1171137.375000 Penalty: 3069.784912
	Iteration 16Q: 3 clusters Score -1171137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -1171148.000000 Penalty: 3069.784912
	Iteration 17Q: 3 clusters Score -1171148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -1171156.125000 Penalty: 3069.784912
	Iteration 18Q: 3 clusters Score -1171156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1171164.625000 Penalty: 3069.784912
	Iteration 19Q: 3 clusters Score -1171165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1171167.875000 Penalty: 3069.784912
	Iteration 20F: 3 clusters Score -1171168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1171171.000000 Penalty: 3069.784912
	Iteration 21Q: 3 clusters Score -1171171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -1171174.250000 Penalty: 3069.784912
	Iteration 22Q: 3 clusters Score -1171174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -1171180.375000 Penalty: 3069.784912
	Iteration 23Q: 3 clusters Score -1171180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -1171184.125000 Penalty: 3069.784912
	Iteration 24Q: 3 clusters Score -1171184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -1171196.125000 Penalty: 3069.784912
	Iteration 25Q: 3 clusters Score -1171196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -1171201.125000 Penalty: 3069.784912
	Iteration 26Q: 3 clusters Score -1171201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1171212.125000 Penalty: 3069.784912
	Iteration 27Q: 3 clusters Score -1171212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -1171219.750000 Penalty: 3069.784912
	Iteration 28Q: 3 clusters Score -1171220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1171221.125000 Penalty: 3069.784912
	Iteration 29Q: 3 clusters Score -1171221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -1171221.125000 Penalty: 3069.784912
	Iteration 30F: 3 clusters Score -1171221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Entering Unmasked Estep 
Score: -124761.992188 Penalty: 1189.046997
	Iteration 0F: 2 clusters Score -124762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -122986.382812 Penalty: 2378.093994
	Iteration 0F: 3 clusters Score -122986.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123325.125000 Penalty: 2378.093994
	Iteration 1F: 3 clusters Score -123325.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -123480.187500 Penalty: 2378.093994
	Iteration 2F: 3 clusters Score -123480.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -123603.796875 Penalty: 2378.093994
	Iteration 3F: 3 clusters Score -123603.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -123720.054688 Penalty: 2378.093994
	Iteration 4F: 3 clusters Score -123720.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -123832.703125 Penalty: 2378.093994
	Iteration 5Q: 3 clusters Score -123832.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -123920.500000 Penalty: 2378.093994
	Iteration 6Q: 3 clusters Score -123920.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -123997.625000 Penalty: 2378.093994
	Iteration 7Q: 3 clusters Score -123997.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -124051.460938 Penalty: 2378.093994
	Iteration 8Q: 3 clusters Score -124051.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -124084.171875 Penalty: 2378.093994
	Iteration 9Q: 3 clusters Score -124084.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -124103.218750 Penalty: 2378.093994
	Iteration 10Q: 3 clusters Score -124103.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -124120.500000 Penalty: 2378.093994
	Iteration 11Q: 3 clusters Score -124120.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -124139.085938 Penalty: 2378.093994
	Iteration 12Q: 3 clusters Score -124139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -124163.671875 Penalty: 2378.093994
	Iteration 13Q: 3 clusters Score -124163.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -124177.968750 Penalty: 2378.093994
	Iteration 14Q: 3 clusters Score -124178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124191.578125 Penalty: 2378.093994
	Iteration 15Q: 3 clusters Score -124191.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -124216.843750 Penalty: 2378.093994
	Iteration 16Q: 3 clusters Score -124216.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124238.570312 Penalty: 2378.093994
	Iteration 17Q: 3 clusters Score -124238.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -124263.648438 Penalty: 2378.093994
	Iteration 18Q: 3 clusters Score -124263.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -124289.609375 Penalty: 2378.093994
	Iteration 19Q: 3 clusters Score -124289.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124304.734375 Penalty: 2378.093994
	Iteration 20F: 3 clusters Score -124304.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -124321.843750 Penalty: 2378.093994
	Iteration 21Q: 3 clusters Score -124321.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -124341.421875 Penalty: 2378.093994
	Iteration 22Q: 3 clusters Score -124341.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124374.000000 Penalty: 2378.093994
	Iteration 23Q: 3 clusters Score -124374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -124419.453125 Penalty: 2378.093994
	Iteration 24Q: 3 clusters Score -124419.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124488.304688 Penalty: 2378.093994
	Iteration 25Q: 3 clusters Score -124488.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124550.460938 Penalty: 2378.093994
	Iteration 26Q: 3 clusters Score -124550.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -124587.968750 Penalty: 2378.093994
	Iteration 27Q: 3 clusters Score -124588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -124617.687500 Penalty: 2378.093994
	Iteration 28Q: 3 clusters Score -124617.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124626.382812 Penalty: 2378.093994
	Iteration 29Q: 3 clusters Score -124626.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -124632.734375 Penalty: 2378.093994
	Iteration 30Q: 3 clusters Score -124632.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -124635.484375 Penalty: 2378.093994
	Iteration 31Q: 3 clusters Score -124635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124637.757812 Penalty: 2378.093994
	Iteration 32Q: 3 clusters Score -124637.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -124643.937500 Penalty: 2378.093994
	Iteration 33Q: 3 clusters Score -124643.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124660.015625 Penalty: 2378.093994
	Iteration 34Q: 3 clusters Score -124660 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -124681.539062 Penalty: 2378.093994
	Iteration 35Q: 3 clusters Score -124681.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124696.265625 Penalty: 2378.093994
	Iteration 36Q: 3 clusters Score -124696.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -124703.546875 Penalty: 2378.093994
	Iteration 37Q: 3 clusters Score -124703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -124706.500000 Penalty: 2378.093994
	Iteration 38Q: 3 clusters Score -124706.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124711.070312 Penalty: 2378.093994
	Iteration 39Q: 3 clusters Score -124711.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -124711.070312 Penalty: 2378.093994
	Iteration 40F: 3 clusters Score -124711.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Entering Unmasked Estep 
Score: -487600.156250 Penalty: 1402.604858
	Iteration 0F: 2 clusters Score -487600.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -483250.875000 Penalty: 2805.209717
	Iteration 0F: 3 clusters Score -483250.9 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -484491.562500 Penalty: 2805.209717
	Iteration 1F: 3 clusters Score -484491.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -484667.968750 Penalty: 2805.209717
	Iteration 2F: 3 clusters Score -484668 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -484801.281250 Penalty: 2805.209717
	Iteration 3Q: 3 clusters Score -484801.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -484917.718750 Penalty: 2805.209717
	Iteration 4Q: 3 clusters Score -484917.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -485033.437500 Penalty: 2805.209717
	Iteration 5Q: 3 clusters Score -485033.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -485144.437500 Penalty: 2805.209717
	Iteration 6Q: 3 clusters Score -485144.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -485268.843750 Penalty: 2805.209717
	Iteration 7Q: 3 clusters Score -485268.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -485409.812500 Penalty: 2805.209717
	Iteration 8Q: 3 clusters Score -485409.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -485547.218750 Penalty: 2805.209717
	Iteration 9Q: 3 clusters Score -485547.2 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -485687.718750 Penalty: 2805.209717
	Iteration 10Q: 3 clusters Score -485687.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -485799.625000 Penalty: 2805.209717
	Iteration 11Q: 3 clusters Score -485799.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -485895.250000 Penalty: 2805.209717
	Iteration 12Q: 3 clusters Score -485895.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -485989.968750 Penalty: 2805.209717
	Iteration 13Q: 3 clusters Score -485990 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -486069.562500 Penalty: 2805.209717
	Iteration 14Q: 3 clusters Score -486069.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -486146.968750 Penalty: 2805.209717
	Iteration 15Q: 3 clusters Score -486147 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -486199.687500 Penalty: 2805.209717
	Iteration 16Q: 3 clusters Score -486199.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -486237.875000 Penalty: 2805.209717
	Iteration 17Q: 3 clusters Score -486237.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -486269.093750 Penalty: 2805.209717
	Iteration 18Q: 3 clusters Score -486269.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -486299.281250 Penalty: 2805.209717
	Iteration 19Q: 3 clusters Score -486299.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -486326.500000 Penalty: 2805.209717
	Iteration 20F: 3 clusters Score -486326.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -486346.531250 Penalty: 2805.209717
	Iteration 21Q: 3 clusters Score -486346.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -486360.093750 Penalty: 2805.209717
	Iteration 22Q: 3 clusters Score -486360.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -486378.468750 Penalty: 2805.209717
	Iteration 23Q: 3 clusters Score -486378.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -486397.625000 Penalty: 2805.209717
	Iteration 24Q: 3 clusters Score -486397.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -486413.125000 Penalty: 2805.209717
	Iteration 25Q: 3 clusters Score -486413.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -486423.781250 Penalty: 2805.209717
	Iteration 26Q: 3 clusters Score -486423.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -486433.750000 Penalty: 2805.209717
	Iteration 27Q: 3 clusters Score -486433.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -486439.968750 Penalty: 2805.209717
	Iteration 28Q: 3 clusters Score -486440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -486446.031250 Penalty: 2805.209717
	Iteration 29Q: 3 clusters Score -486446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -486448.531250 Penalty: 2805.209717
	Iteration 30Q: 3 clusters Score -486448.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -486454.437500 Penalty: 2805.209717
	Iteration 31Q: 3 clusters Score -486454.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -486460.000000 Penalty: 2805.209717
	Iteration 32Q: 3 clusters Score -486460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -486465.531250 Penalty: 2805.209717
	Iteration 33Q: 3 clusters Score -486465.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -486470.531250 Penalty: 2805.209717
	Iteration 34Q: 3 clusters Score -486470.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -486474.312500 Penalty: 2805.209717
	Iteration 35Q: 3 clusters Score -486474.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -486476.718750 Penalty: 2805.209717
	Iteration 36Q: 3 clusters Score -486476.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -486480.125000 Penalty: 2805.209717
	Iteration 37Q: 3 clusters Score -486480.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -486481.875000 Penalty: 2805.209717
	Iteration 38Q: 3 clusters Score -486481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -486481.875000 Penalty: 2805.209717
	Iteration 39F: 3 clusters Score -486481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -272922.250000 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -272922.2 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 1524 members 
Entering Unmasked Estep 
Score: -270166.468750 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -270166.5 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270893.687500 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -270893.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -271087.593750 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -271087.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -271224.281250 Penalty: 2612.201660
	Iteration 3F: 3 clusters Score -271224.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -271334.562500 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -271334.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -271449.375000 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -271449.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -271548.531250 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -271548.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -271637.375000 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -271637.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -271717.500000 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -271717.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -271788.062500 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -271788.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -271844.812500 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -271844.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -271871.500000 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -271871.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -271881.812500 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -271881.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -271891.031250 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -271891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -271896.562500 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -271896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -271900.531250 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -271900.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -271904.031250 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -271904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -271906.031250 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -271906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -271909.281250 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -271909.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -271912.375000 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -271912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -271912.875000 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -271912.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -271913.531250 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -271913.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -271913.843750 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -271913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -271914.562500 Penalty: 2612.201660
	Iteration 23Q: 3 clusters Score -271914.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -271914.562500 Penalty: 2612.201660
	Iteration 24F: 3 clusters Score -271914.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (107598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107598 members 
Entering Unmasked Estep 
Score: -9382962.000000 Penalty: 1882.750610
	Iteration 0F: 2 clusters Score -9382962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -9311094.000000 Penalty: 3765.501221
	Iteration 0F: 3 clusters Score -9311094 nChanged 51563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52611 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -9341162.000000 Penalty: 3765.501221
	Iteration 1F: 3 clusters Score -9341162 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -9342123.000000 Penalty: 3765.501221
	Iteration 2Q: 3 clusters Score -9342123 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 56574 members 
Entering Unmasked Estep 
Score: -9343148.000000 Penalty: 3765.501221
	Iteration 3Q: 3 clusters Score -9343148 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 57924 members 
Entering Unmasked Estep 
Score: -9344557.000000 Penalty: 3765.501221
	Iteration 4Q: 3 clusters Score -9344557 nChanged 4568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47850 members 
Mstep: Class 2 contains 59748 members 
Entering Unmasked Estep 
Score: -9346345.000000 Penalty: 3765.501221
	Iteration 5Q: 3 clusters Score -9346345 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -9348714.000000 Penalty: 3765.501221
	Iteration 6Q: 3 clusters Score -9348714 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 65605 members 
Entering Unmasked Estep 
Score: -9351637.000000 Penalty: 3765.501221
	Iteration 7F: 3 clusters Score -9351637 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 69583 members 
Entering Unmasked Estep 
Score: -9355115.000000 Penalty: 3765.501221
	Iteration 8F: 3 clusters Score -9355115 nChanged 5912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 73887 members 
Entering Unmasked Estep 
Score: -9359038.000000 Penalty: 3765.501221
	Iteration 9F: 3 clusters Score -9359038 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -9362722.000000 Penalty: 3765.501221
	Iteration 10F: 3 clusters Score -9362722 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 81779 members 
Entering Unmasked Estep 
Score: -9365708.000000 Penalty: 3765.501221
	Iteration 11Q: 3 clusters Score -9365708 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 84962 members 
Entering Unmasked Estep 
Score: -9367999.000000 Penalty: 3765.501221
	Iteration 12Q: 3 clusters Score -9367999 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 87868 members 
Entering Unmasked Estep 
Score: -9369611.000000 Penalty: 3765.501221
	Iteration 13Q: 3 clusters Score -9369611 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 90631 members 
Entering Unmasked Estep 
Score: -9371109.000000 Penalty: 3765.501221
	Iteration 14Q: 3 clusters Score -9371109 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 93278 members 
Entering Unmasked Estep 
Score: -9372483.000000 Penalty: 3765.501221
	Iteration 15Q: 3 clusters Score -9372483 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -9373921.000000 Penalty: 3765.501221
	Iteration 16Q: 3 clusters Score -9373921 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 98237 members 
Entering Unmasked Estep 
Score: -9375383.000000 Penalty: 3765.501221
	Iteration 17Q: 3 clusters Score -9375383 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -9376694.000000 Penalty: 3765.501221
	Iteration 18Q: 3 clusters Score -9376694 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 102111 members 
Entering Unmasked Estep 
Score: -9377860.000000 Penalty: 3765.501221
	Iteration 19Q: 3 clusters Score -9377860 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 103539 members 
Entering Unmasked Estep 
Score: -9378823.000000 Penalty: 3765.501221
	Iteration 20F: 3 clusters Score -9378823 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 104646 members 
Entering Unmasked Estep 
Score: -9379499.000000 Penalty: 3765.501221
	Iteration 21Q: 3 clusters Score -9379499 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 105457 members 
Entering Unmasked Estep 
Score: -9380101.000000 Penalty: 3765.501221
	Iteration 22Q: 3 clusters Score -9380101 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 106035 members 
Entering Unmasked Estep 
Score: -9380481.000000 Penalty: 3765.501221
	Iteration 23Q: 3 clusters Score -9380481 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -9380756.000000 Penalty: 3765.501221
	Iteration 24Q: 3 clusters Score -9380756 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 106704 members 
Entering Unmasked Estep 
Score: -9380936.000000 Penalty: 3765.501221
	Iteration 25Q: 3 clusters Score -9380936 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 106884 members 
Entering Unmasked Estep 
Score: -9381099.000000 Penalty: 3765.501221
	Iteration 26Q: 3 clusters Score -9381099 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -9381167.000000 Penalty: 3765.501221
	Iteration 27Q: 3 clusters Score -9381167 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 107063 members 
Entering Unmasked Estep 
Score: -9381211.000000 Penalty: 3765.501221
	Iteration 28Q: 3 clusters Score -9381211 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -9381250.000000 Penalty: 3765.501221
	Iteration 29Q: 3 clusters Score -9381250 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 107145 members 
Entering Unmasked Estep 
Score: -9381296.000000 Penalty: 3765.501221
	Iteration 30Q: 3 clusters Score -9381296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 107172 members 
Entering Unmasked Estep 
Score: -9381294.000000 Penalty: 3765.501221
	Iteration 31Q: 3 clusters Score -9381294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 107190 members 
Entering Unmasked Estep 
Score: -9381313.000000 Penalty: 3765.501221
	Iteration 32Q: 3 clusters Score -9381313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 107208 members 
Entering Unmasked Estep 
Score: -9381333.000000 Penalty: 3765.501221
	Iteration 33Q: 3 clusters Score -9381333 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 107213 members 
Entering Unmasked Estep 
Score: -9381343.000000 Penalty: 3765.501221
	Iteration 34Q: 3 clusters Score -9381343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 107222 members 
Entering Unmasked Estep 
Score: -9381351.000000 Penalty: 3765.501221
	Iteration 35Q: 3 clusters Score -9381351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 107224 members 
Entering Unmasked Estep 
Score: -9381354.000000 Penalty: 3765.501221
	Iteration 36Q: 3 clusters Score -9381354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 107226 members 
Entering Unmasked Estep 
Score: -9381357.000000 Penalty: 3765.501221
	Iteration 37Q: 3 clusters Score -9381357 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 107231 members 
Entering Unmasked Estep 
Score: -9381365.000000 Penalty: 3765.501221
	Iteration 38Q: 3 clusters Score -9381365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 107234 members 
Entering Unmasked Estep 
Score: -9381367.000000 Penalty: 3765.501221
	Iteration 39Q: 3 clusters Score -9381367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 107238 members 
Entering Unmasked Estep 
Score: -9381364.000000 Penalty: 3765.501221
	Iteration 40F: 3 clusters Score -9381364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 107240 members 
Entering Unmasked Estep 
Score: -9381371.000000 Penalty: 3765.501221
	Iteration 41Q: 3 clusters Score -9381371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 107244 members 
Entering Unmasked Estep 
Score: -9381368.000000 Penalty: 3765.501221
	Iteration 42Q: 3 clusters Score -9381368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -9381366.000000 Penalty: 3765.501221
	Iteration 43Q: 3 clusters Score -9381366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -9381364.000000 Penalty: 3765.501221
	Iteration 44Q: 3 clusters Score -9381364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 107251 members 
Entering Unmasked Estep 
Score: -9381365.000000 Penalty: 3765.501221
	Iteration 45Q: 3 clusters Score -9381365 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 107252 members 
Entering Unmasked Estep 
Score: -9381372.000000 Penalty: 3765.501221
	Iteration 46Q: 3 clusters Score -9381372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 107253 members 
Entering Unmasked Estep 
Score: -9381374.000000 Penalty: 3765.501221
	Iteration 47Q: 3 clusters Score -9381374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -9381375.000000 Penalty: 3765.501221
	Iteration 48Q: 3 clusters Score -9381375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 107255 members 
Entering Unmasked Estep 
Score: -9381375.000000 Penalty: 3765.501221
	Iteration 49F: 3 clusters Score -9381375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Entering Unmasked Estep 
Score: -801627.062500 Penalty: 1482.936279
	Iteration 0F: 2 clusters Score -801627.1 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 4614 members 
Entering Unmasked Estep 
Score: -795033.250000 Penalty: 2965.872559
	Iteration 0F: 3 clusters Score -795033.2 nChanged 3898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -797119.312500 Penalty: 2965.872559
	Iteration 1F: 3 clusters Score -797119.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -797469.125000 Penalty: 2965.872559
	Iteration 2F: 3 clusters Score -797469.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -797839.000000 Penalty: 2965.872559
	Iteration 3F: 3 clusters Score -797839 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -798253.500000 Penalty: 2965.872559
	Iteration 4F: 3 clusters Score -798253.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -798716.187500 Penalty: 2965.872559
	Iteration 5F: 3 clusters Score -798716.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -799117.437500 Penalty: 2965.872559
	Iteration 6F: 3 clusters Score -799117.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -799431.125000 Penalty: 2965.872559
	Iteration 7F: 3 clusters Score -799431.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -799690.250000 Penalty: 2965.872559
	Iteration 8Q: 3 clusters Score -799690.2 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -799891.687500 Penalty: 2965.872559
	Iteration 9Q: 3 clusters Score -799891.7 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -800028.000000 Penalty: 2965.872559
	Iteration 10Q: 3 clusters Score -800028 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -800134.500000 Penalty: 2965.872559
	Iteration 11Q: 3 clusters Score -800134.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -800237.937500 Penalty: 2965.872559
	Iteration 12Q: 3 clusters Score -800237.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -800365.562500 Penalty: 2965.872559
	Iteration 13Q: 3 clusters Score -800365.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -800484.937500 Penalty: 2965.872559
	Iteration 14Q: 3 clusters Score -800484.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -800570.687500 Penalty: 2965.872559
	Iteration 15Q: 3 clusters Score -800570.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -800646.250000 Penalty: 2965.872559
	Iteration 16Q: 3 clusters Score -800646.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -800704.562500 Penalty: 2965.872559
	Iteration 17Q: 3 clusters Score -800704.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -800758.625000 Penalty: 2965.872559
	Iteration 18Q: 3 clusters Score -800758.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -800793.875000 Penalty: 2965.872559
	Iteration 19Q: 3 clusters Score -800793.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -800816.312500 Penalty: 2965.872559
	Iteration 20F: 3 clusters Score -800816.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -800829.250000 Penalty: 2965.872559
	Iteration 21Q: 3 clusters Score -800829.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -800840.250000 Penalty: 2965.872559
	Iteration 22Q: 3 clusters Score -800840.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -800848.125000 Penalty: 2965.872559
	Iteration 23Q: 3 clusters Score -800848.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -800854.187500 Penalty: 2965.872559
	Iteration 24Q: 3 clusters Score -800854.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -800873.312500 Penalty: 2965.872559
	Iteration 25Q: 3 clusters Score -800873.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -800889.937500 Penalty: 2965.872559
	Iteration 26Q: 3 clusters Score -800889.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -800899.750000 Penalty: 2965.872559
	Iteration 27Q: 3 clusters Score -800899.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -800909.812500 Penalty: 2965.872559
	Iteration 28Q: 3 clusters Score -800909.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -800919.687500 Penalty: 2965.872559
	Iteration 29Q: 3 clusters Score -800919.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -800931.187500 Penalty: 2965.872559
	Iteration 30Q: 3 clusters Score -800931.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -800942.875000 Penalty: 2965.872559
	Iteration 31Q: 3 clusters Score -800942.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -800956.687500 Penalty: 2965.872559
	Iteration 32Q: 3 clusters Score -800956.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -800966.937500 Penalty: 2965.872559
	Iteration 33Q: 3 clusters Score -800966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -800972.875000 Penalty: 2965.872559
	Iteration 34Q: 3 clusters Score -800972.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -800980.312500 Penalty: 2965.872559
	Iteration 35Q: 3 clusters Score -800980.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -800987.187500 Penalty: 2965.872559
	Iteration 36Q: 3 clusters Score -800987.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -800987.937500 Penalty: 2965.872559
	Iteration 37Q: 3 clusters Score -800987.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -800992.187500 Penalty: 2965.872559
	Iteration 38Q: 3 clusters Score -800992.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -800996.875000 Penalty: 2965.872559
	Iteration 39Q: 3 clusters Score -800996.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -801000.000000 Penalty: 2965.872559
	Iteration 40F: 3 clusters Score -801000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -801005.312500 Penalty: 2965.872559
	Iteration 41Q: 3 clusters Score -801005.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -801006.000000 Penalty: 2965.872559
	Iteration 42Q: 3 clusters Score -801006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -801007.062500 Penalty: 2965.872559
	Iteration 43Q: 3 clusters Score -801007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -801007.625000 Penalty: 2965.872559
	Iteration 44Q: 3 clusters Score -801007.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -801011.062500 Penalty: 2965.872559
	Iteration 45Q: 3 clusters Score -801011.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -801010.687500 Penalty: 2965.872559
	Iteration 46Q: 3 clusters Score -801010.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -801010.062500 Penalty: 2965.872559
	Iteration 47Q: 3 clusters Score -801010.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -801009.875000 Penalty: 2965.872559
	Iteration 48Q: 3 clusters Score -801009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -801011.312500 Penalty: 2965.872559
	Iteration 49Q: 3 clusters Score -801011.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -801010.375000 Penalty: 2965.872559
	Iteration 50Q: 3 clusters Score -801010.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -801010.375000 Penalty: 2965.872559
	Iteration 51F: 3 clusters Score -801010.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Entering Unmasked Estep 
Score: -336354.468750 Penalty: 1363.418579
	Iteration 0F: 2 clusters Score -336354.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -332730.125000 Penalty: 2726.837158
	Iteration 0F: 3 clusters Score -332730.1 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -333916.593750 Penalty: 2726.837158
	Iteration 1F: 3 clusters Score -333916.6 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -334223.062500 Penalty: 2726.837158
	Iteration 2F: 3 clusters Score -334223.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -334477.906250 Penalty: 2726.837158
	Iteration 3F: 3 clusters Score -334477.9 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -334687.625000 Penalty: 2726.837158
	Iteration 4F: 3 clusters Score -334687.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -334865.562500 Penalty: 2726.837158
	Iteration 5F: 3 clusters Score -334865.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -334987.218750 Penalty: 2726.837158
	Iteration 6Q: 3 clusters Score -334987.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -335061.656250 Penalty: 2726.837158
	Iteration 7Q: 3 clusters Score -335061.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -335125.031250 Penalty: 2726.837158
	Iteration 8Q: 3 clusters Score -335125 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -335178.750000 Penalty: 2726.837158
	Iteration 9Q: 3 clusters Score -335178.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -335223.937500 Penalty: 2726.837158
	Iteration 10Q: 3 clusters Score -335223.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -335257.031250 Penalty: 2726.837158
	Iteration 11Q: 3 clusters Score -335257 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -335285.031250 Penalty: 2726.837158
	Iteration 12Q: 3 clusters Score -335285 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -335308.187500 Penalty: 2726.837158
	Iteration 13Q: 3 clusters Score -335308.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -335324.375000 Penalty: 2726.837158
	Iteration 14Q: 3 clusters Score -335324.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -335336.625000 Penalty: 2726.837158
	Iteration 15Q: 3 clusters Score -335336.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -335352.781250 Penalty: 2726.837158
	Iteration 16Q: 3 clusters Score -335352.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -335365.187500 Penalty: 2726.837158
	Iteration 17Q: 3 clusters Score -335365.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -335375.718750 Penalty: 2726.837158
	Iteration 18Q: 3 clusters Score -335375.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -335391.000000 Penalty: 2726.837158
	Iteration 19Q: 3 clusters Score -335391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -335401.500000 Penalty: 2726.837158
	Iteration 20F: 3 clusters Score -335401.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -335414.281250 Penalty: 2726.837158
	Iteration 21Q: 3 clusters Score -335414.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -335422.968750 Penalty: 2726.837158
	Iteration 22Q: 3 clusters Score -335423 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -335431.125000 Penalty: 2726.837158
	Iteration 23Q: 3 clusters Score -335431.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -335435.468750 Penalty: 2726.837158
	Iteration 24Q: 3 clusters Score -335435.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -335440.187500 Penalty: 2726.837158
	Iteration 25Q: 3 clusters Score -335440.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -335445.843750 Penalty: 2726.837158
	Iteration 26Q: 3 clusters Score -335445.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -335451.625000 Penalty: 2726.837158
	Iteration 27Q: 3 clusters Score -335451.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -335457.781250 Penalty: 2726.837158
	Iteration 28Q: 3 clusters Score -335457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -335472.531250 Penalty: 2726.837158
	Iteration 29Q: 3 clusters Score -335472.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -335495.000000 Penalty: 2726.837158
	Iteration 30Q: 3 clusters Score -335495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -335524.781250 Penalty: 2726.837158
	Iteration 31Q: 3 clusters Score -335524.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -335538.812500 Penalty: 2726.837158
	Iteration 32Q: 3 clusters Score -335538.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -335569.375000 Penalty: 2726.837158
	Iteration 33Q: 3 clusters Score -335569.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -335589.906250 Penalty: 2726.837158
	Iteration 34Q: 3 clusters Score -335589.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -335606.750000 Penalty: 2726.837158
	Iteration 35Q: 3 clusters Score -335606.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -335624.750000 Penalty: 2726.837158
	Iteration 36Q: 3 clusters Score -335624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -335637.718750 Penalty: 2726.837158
	Iteration 37Q: 3 clusters Score -335637.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -335649.125000 Penalty: 2726.837158
	Iteration 38Q: 3 clusters Score -335649.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -335653.187500 Penalty: 2726.837158
	Iteration 39Q: 3 clusters Score -335653.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -335656.500000 Penalty: 2726.837158
	Iteration 40F: 3 clusters Score -335656.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -335660.437500 Penalty: 2726.837158
	Iteration 41Q: 3 clusters Score -335660.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -335661.375000 Penalty: 2726.837158
	Iteration 42Q: 3 clusters Score -335661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -335661.625000 Penalty: 2726.837158
	Iteration 43Q: 3 clusters Score -335661.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -335662.187500 Penalty: 2726.837158
	Iteration 44Q: 3 clusters Score -335662.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -335662.031250 Penalty: 2726.837158
	Iteration 45Q: 3 clusters Score -335662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -335662.031250 Penalty: 2726.837158
	Iteration 46F: 3 clusters Score -335662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Entering Unmasked Estep 
Score: -2867504.500000 Penalty: 1686.951904
	Iteration 0F: 2 clusters Score -2867504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2845813.500000 Penalty: 3373.903809
	Iteration 0F: 3 clusters Score -2845814 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2854091.750000 Penalty: 3373.903809
	Iteration 1F: 3 clusters Score -2854092 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2854479.250000 Penalty: 3373.903809
	Iteration 2Q: 3 clusters Score -2854479 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15296 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2854842.000000 Penalty: 3373.903809
	Iteration 3Q: 3 clusters Score -2854842 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2855243.000000 Penalty: 3373.903809
	Iteration 4Q: 3 clusters Score -2855243 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -2855730.500000 Penalty: 3373.903809
	Iteration 5Q: 3 clusters Score -2855730 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2856382.500000 Penalty: 3373.903809
	Iteration 6Q: 3 clusters Score -2856382 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -2857269.000000 Penalty: 3373.903809
	Iteration 7Q: 3 clusters Score -2857269 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2858363.000000 Penalty: 3373.903809
	Iteration 8F: 3 clusters Score -2858363 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -2859573.250000 Penalty: 3373.903809
	Iteration 9F: 3 clusters Score -2859573 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2860676.250000 Penalty: 3373.903809
	Iteration 10Q: 3 clusters Score -2860676 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -2861461.750000 Penalty: 3373.903809
	Iteration 11Q: 3 clusters Score -2861462 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -2862029.000000 Penalty: 3373.903809
	Iteration 12Q: 3 clusters Score -2862029 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -2862447.750000 Penalty: 3373.903809
	Iteration 13Q: 3 clusters Score -2862448 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -2862806.000000 Penalty: 3373.903809
	Iteration 14Q: 3 clusters Score -2862806 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26790 members 
Entering Unmasked Estep 
Score: -2863126.750000 Penalty: 3373.903809
	Iteration 15Q: 3 clusters Score -2863127 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -2863402.750000 Penalty: 3373.903809
	Iteration 16Q: 3 clusters Score -2863403 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -2863697.000000 Penalty: 3373.903809
	Iteration 17Q: 3 clusters Score -2863697 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -2863972.250000 Penalty: 3373.903809
	Iteration 18Q: 3 clusters Score -2863972 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 29043 members 
Entering Unmasked Estep 
Score: -2864262.750000 Penalty: 3373.903809
	Iteration 19Q: 3 clusters Score -2864263 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 29533 members 
Entering Unmasked Estep 
Score: -2864549.500000 Penalty: 3373.903809
	Iteration 20F: 3 clusters Score -2864550 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 29976 members 
Entering Unmasked Estep 
Score: -2864807.250000 Penalty: 3373.903809
	Iteration 21Q: 3 clusters Score -2864807 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -2865039.000000 Penalty: 3373.903809
	Iteration 22Q: 3 clusters Score -2865039 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -2865242.250000 Penalty: 3373.903809
	Iteration 23Q: 3 clusters Score -2865242 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -2865442.500000 Penalty: 3373.903809
	Iteration 24Q: 3 clusters Score -2865442 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -2865609.750000 Penalty: 3373.903809
	Iteration 25Q: 3 clusters Score -2865610 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 31381 members 
Entering Unmasked Estep 
Score: -2865746.500000 Penalty: 3373.903809
	Iteration 26Q: 3 clusters Score -2865746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 31501 members 
Entering Unmasked Estep 
Score: -2865833.250000 Penalty: 3373.903809
	Iteration 27Q: 3 clusters Score -2865833 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 31590 members 
Entering Unmasked Estep 
Score: -2865906.500000 Penalty: 3373.903809
	Iteration 28Q: 3 clusters Score -2865906 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -2865949.250000 Penalty: 3373.903809
	Iteration 29Q: 3 clusters Score -2865949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 31689 members 
Entering Unmasked Estep 
Score: -2865981.500000 Penalty: 3373.903809
	Iteration 30Q: 3 clusters Score -2865982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31727 members 
Entering Unmasked Estep 
Score: -2866006.000000 Penalty: 3373.903809
	Iteration 31Q: 3 clusters Score -2866006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -2866027.250000 Penalty: 3373.903809
	Iteration 32Q: 3 clusters Score -2866027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -2866036.250000 Penalty: 3373.903809
	Iteration 33Q: 3 clusters Score -2866036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -2866041.250000 Penalty: 3373.903809
	Iteration 34Q: 3 clusters Score -2866041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -2866050.750000 Penalty: 3373.903809
	Iteration 35Q: 3 clusters Score -2866051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31799 members 
Entering Unmasked Estep 
Score: -2866052.500000 Penalty: 3373.903809
	Iteration 36Q: 3 clusters Score -2866052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 31809 members 
Entering Unmasked Estep 
Score: -2866061.000000 Penalty: 3373.903809
	Iteration 37Q: 3 clusters Score -2866061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -2866070.250000 Penalty: 3373.903809
	Iteration 38Q: 3 clusters Score -2866070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 31826 members 
Entering Unmasked Estep 
Score: -2866080.000000 Penalty: 3373.903809
	Iteration 39Q: 3 clusters Score -2866080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -2866080.000000 Penalty: 3373.903809
	Iteration 40F: 3 clusters Score -2866080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -2866082.000000 Penalty: 3373.903809
	Iteration 41Q: 3 clusters Score -2866082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -2866082.000000 Penalty: 3373.903809
	Iteration 42Q: 3 clusters Score -2866082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2866083.750000 Penalty: 3373.903809
	Iteration 43Q: 3 clusters Score -2866084 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 31840 members 
Entering Unmasked Estep 
Score: -2866083.750000 Penalty: 3373.903809
	Iteration 44F: 3 clusters Score -2866084 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Entering Unmasked Estep 
Score: -222268.437500 Penalty: 1274.943726
	Iteration 0F: 2 clusters Score -222268.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -219812.906250 Penalty: 2549.887451
	Iteration 0F: 3 clusters Score -219812.9 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -220410.937500 Penalty: 2549.887451
	Iteration 1F: 3 clusters Score -220410.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -220555.421875 Penalty: 2549.887451
	Iteration 2F: 3 clusters Score -220555.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -220635.843750 Penalty: 2549.887451
	Iteration 3F: 3 clusters Score -220635.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -220701.468750 Penalty: 2549.887451
	Iteration 4Q: 3 clusters Score -220701.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -220756.281250 Penalty: 2549.887451
	Iteration 5Q: 3 clusters Score -220756.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -220793.859375 Penalty: 2549.887451
	Iteration 6Q: 3 clusters Score -220793.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -220833.093750 Penalty: 2549.887451
	Iteration 7Q: 3 clusters Score -220833.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -220885.093750 Penalty: 2549.887451
	Iteration 8Q: 3 clusters Score -220885.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -220931.234375 Penalty: 2549.887451
	Iteration 9Q: 3 clusters Score -220931.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -220964.015625 Penalty: 2549.887451
	Iteration 10Q: 3 clusters Score -220964 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -220991.296875 Penalty: 2549.887451
	Iteration 11Q: 3 clusters Score -220991.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -221022.046875 Penalty: 2549.887451
	Iteration 12Q: 3 clusters Score -221022 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -221053.687500 Penalty: 2549.887451
	Iteration 13Q: 3 clusters Score -221053.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -221085.687500 Penalty: 2549.887451
	Iteration 14Q: 3 clusters Score -221085.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -221106.828125 Penalty: 2549.887451
	Iteration 15Q: 3 clusters Score -221106.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -221124.546875 Penalty: 2549.887451
	Iteration 16Q: 3 clusters Score -221124.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -221141.531250 Penalty: 2549.887451
	Iteration 17Q: 3 clusters Score -221141.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -221159.062500 Penalty: 2549.887451
	Iteration 18Q: 3 clusters Score -221159.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -221178.578125 Penalty: 2549.887451
	Iteration 19Q: 3 clusters Score -221178.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -221198.062500 Penalty: 2549.887451
	Iteration 20F: 3 clusters Score -221198.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -221212.078125 Penalty: 2549.887451
	Iteration 21Q: 3 clusters Score -221212.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -221222.593750 Penalty: 2549.887451
	Iteration 22Q: 3 clusters Score -221222.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -221235.750000 Penalty: 2549.887451
	Iteration 23Q: 3 clusters Score -221235.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -221247.015625 Penalty: 2549.887451
	Iteration 24Q: 3 clusters Score -221247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -221248.312500 Penalty: 2549.887451
	Iteration 25Q: 3 clusters Score -221248.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -221250.250000 Penalty: 2549.887451
	Iteration 26Q: 3 clusters Score -221250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -221252.968750 Penalty: 2549.887451
	Iteration 27Q: 3 clusters Score -221253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -221254.218750 Penalty: 2549.887451
	Iteration 28Q: 3 clusters Score -221254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -221256.453125 Penalty: 2549.887451
	Iteration 29Q: 3 clusters Score -221256.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -221257.500000 Penalty: 2549.887451
	Iteration 30Q: 3 clusters Score -221257.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -221260.203125 Penalty: 2549.887451
	Iteration 31Q: 3 clusters Score -221260.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -221260.265625 Penalty: 2549.887451
	Iteration 32Q: 3 clusters Score -221260.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -221260.312500 Penalty: 2549.887451
	Iteration 33Q: 3 clusters Score -221260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -221260.312500 Penalty: 2549.887451
	Iteration 34F: 3 clusters Score -221260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -695490.125000 Penalty: 1458.622192
	Iteration 0F: 2 clusters Score -695490.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -689643.625000 Penalty: 2917.244385
	Iteration 0F: 3 clusters Score -689643.6 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -691422.562500 Penalty: 2917.244385
	Iteration 1F: 3 clusters Score -691422.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -691608.437500 Penalty: 2917.244385
	Iteration 2F: 3 clusters Score -691608.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -691736.000000 Penalty: 2917.244385
	Iteration 3Q: 3 clusters Score -691736 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -691858.812500 Penalty: 2917.244385
	Iteration 4Q: 3 clusters Score -691858.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -691954.812500 Penalty: 2917.244385
	Iteration 5Q: 3 clusters Score -691954.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -692036.125000 Penalty: 2917.244385
	Iteration 6Q: 3 clusters Score -692036.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -692109.562500 Penalty: 2917.244385
	Iteration 7Q: 3 clusters Score -692109.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -692173.625000 Penalty: 2917.244385
	Iteration 8Q: 3 clusters Score -692173.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -692249.312500 Penalty: 2917.244385
	Iteration 9Q: 3 clusters Score -692249.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -692330.375000 Penalty: 2917.244385
	Iteration 10Q: 3 clusters Score -692330.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -692443.062500 Penalty: 2917.244385
	Iteration 11Q: 3 clusters Score -692443.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -692582.875000 Penalty: 2917.244385
	Iteration 12Q: 3 clusters Score -692582.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -692753.875000 Penalty: 2917.244385
	Iteration 13Q: 3 clusters Score -692753.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -692979.062500 Penalty: 2917.244385
	Iteration 14Q: 3 clusters Score -692979.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -693254.500000 Penalty: 2917.244385
	Iteration 15Q: 3 clusters Score -693254.5 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -693512.500000 Penalty: 2917.244385
	Iteration 16Q: 3 clusters Score -693512.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -693739.187500 Penalty: 2917.244385
	Iteration 17Q: 3 clusters Score -693739.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -693891.250000 Penalty: 2917.244385
	Iteration 18Q: 3 clusters Score -693891.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -693999.312500 Penalty: 2917.244385
	Iteration 19Q: 3 clusters Score -693999.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -694062.312500 Penalty: 2917.244385
	Iteration 20F: 3 clusters Score -694062.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -694097.062500 Penalty: 2917.244385
	Iteration 21Q: 3 clusters Score -694097.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -694118.937500 Penalty: 2917.244385
	Iteration 22Q: 3 clusters Score -694118.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -694132.062500 Penalty: 2917.244385
	Iteration 23Q: 3 clusters Score -694132.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -694150.000000 Penalty: 2917.244385
	Iteration 24Q: 3 clusters Score -694150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -694161.437500 Penalty: 2917.244385
	Iteration 25Q: 3 clusters Score -694161.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -694168.500000 Penalty: 2917.244385
	Iteration 26Q: 3 clusters Score -694168.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -694169.500000 Penalty: 2917.244385
	Iteration 27Q: 3 clusters Score -694169.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -694171.375000 Penalty: 2917.244385
	Iteration 28Q: 3 clusters Score -694171.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -694171.375000 Penalty: 2917.244385
	Iteration 29F: 3 clusters Score -694171.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Entering Unmasked Estep 
Score: -1049960.375000 Penalty: 1523.411011
	Iteration 0F: 2 clusters Score -1049960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1041643.062500 Penalty: 3046.822021
	Iteration 0F: 3 clusters Score -1041643 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1044724.000000 Penalty: 3046.822021
	Iteration 1F: 3 clusters Score -1044724 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1045380.750000 Penalty: 3046.822021
	Iteration 2F: 3 clusters Score -1045381 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1046238.687500 Penalty: 3046.822021
	Iteration 3F: 3 clusters Score -1046239 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1047303.937500 Penalty: 3046.822021
	Iteration 4F: 3 clusters Score -1047304 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1048184.375000 Penalty: 3046.822021
	Iteration 5F: 3 clusters Score -1048184 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1048638.625000 Penalty: 3046.822021
	Iteration 6F: 3 clusters Score -1048639 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1048835.250000 Penalty: 3046.822021
	Iteration 7Q: 3 clusters Score -1048835 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1048909.875000 Penalty: 3046.822021
	Iteration 8Q: 3 clusters Score -1048910 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1048956.500000 Penalty: 3046.822021
	Iteration 9Q: 3 clusters Score -1048956 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1048983.500000 Penalty: 3046.822021
	Iteration 10Q: 3 clusters Score -1048984 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1049005.250000 Penalty: 3046.822021
	Iteration 11Q: 3 clusters Score -1049005 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1049024.625000 Penalty: 3046.822021
	Iteration 12Q: 3 clusters Score -1049025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1049037.000000 Penalty: 3046.822021
	Iteration 13Q: 3 clusters Score -1049037 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1049042.125000 Penalty: 3046.822021
	Iteration 14Q: 3 clusters Score -1049042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1049049.375000 Penalty: 3046.822021
	Iteration 15Q: 3 clusters Score -1049049 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1049054.625000 Penalty: 3046.822021
	Iteration 16Q: 3 clusters Score -1049055 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1049061.000000 Penalty: 3046.822021
	Iteration 17Q: 3 clusters Score -1049061 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1049065.750000 Penalty: 3046.822021
	Iteration 18Q: 3 clusters Score -1049066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1049068.875000 Penalty: 3046.822021
	Iteration 19Q: 3 clusters Score -1049069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1049070.250000 Penalty: 3046.822021
	Iteration 20F: 3 clusters Score -1049070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1049074.000000 Penalty: 3046.822021
	Iteration 21Q: 3 clusters Score -1049074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1049078.000000 Penalty: 3046.822021
	Iteration 22Q: 3 clusters Score -1049078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1049083.250000 Penalty: 3046.822021
	Iteration 23Q: 3 clusters Score -1049083 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1049087.375000 Penalty: 3046.822021
	Iteration 24Q: 3 clusters Score -1049087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1049090.375000 Penalty: 3046.822021
	Iteration 25Q: 3 clusters Score -1049090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1049094.875000 Penalty: 3046.822021
	Iteration 26Q: 3 clusters Score -1049095 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1049102.250000 Penalty: 3046.822021
	Iteration 27Q: 3 clusters Score -1049102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1049108.625000 Penalty: 3046.822021
	Iteration 28Q: 3 clusters Score -1049109 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1049109.875000 Penalty: 3046.822021
	Iteration 29Q: 3 clusters Score -1049110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1049116.750000 Penalty: 3046.822021
	Iteration 30Q: 3 clusters Score -1049117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1049121.375000 Penalty: 3046.822021
	Iteration 31Q: 3 clusters Score -1049121 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1049124.500000 Penalty: 3046.822021
	Iteration 32Q: 3 clusters Score -1049124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1049131.875000 Penalty: 3046.822021
	Iteration 33Q: 3 clusters Score -1049132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1049135.000000 Penalty: 3046.822021
	Iteration 34Q: 3 clusters Score -1049135 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1049138.125000 Penalty: 3046.822021
	Iteration 35Q: 3 clusters Score -1049138 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1049139.375000 Penalty: 3046.822021
	Iteration 36Q: 3 clusters Score -1049139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1049142.250000 Penalty: 3046.822021
	Iteration 37Q: 3 clusters Score -1049142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1049146.875000 Penalty: 3046.822021
	Iteration 38Q: 3 clusters Score -1049147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1049147.875000 Penalty: 3046.822021
	Iteration 39Q: 3 clusters Score -1049148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1049148.750000 Penalty: 3046.822021
	Iteration 40F: 3 clusters Score -1049149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1049150.250000 Penalty: 3046.822021
	Iteration 41Q: 3 clusters Score -1049150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1049150.125000 Penalty: 3046.822021
	Iteration 42Q: 3 clusters Score -1049150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1049148.750000 Penalty: 3046.822021
	Iteration 43Q: 3 clusters Score -1049149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1049149.125000 Penalty: 3046.822021
	Iteration 44Q: 3 clusters Score -1049149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1049148.875000 Penalty: 3046.822021
	Iteration 45Q: 3 clusters Score -1049149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1049149.250000 Penalty: 3046.822021
	Iteration 46Q: 3 clusters Score -1049149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1049151.625000 Penalty: 3046.822021
	Iteration 47Q: 3 clusters Score -1049152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1049153.000000 Penalty: 3046.822021
	Iteration 48Q: 3 clusters Score -1049153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1049154.000000 Penalty: 3046.822021
	Iteration 49Q: 3 clusters Score -1049154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1049153.875000 Penalty: 3046.822021
	Iteration 50Q: 3 clusters Score -1049154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1049153.750000 Penalty: 3046.822021
	Iteration 51Q: 3 clusters Score -1049154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1049154.250000 Penalty: 3046.822021
	Iteration 52Q: 3 clusters Score -1049154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1049155.000000 Penalty: 3046.822021
	Iteration 53Q: 3 clusters Score -1049155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1049155.500000 Penalty: 3046.822021
	Iteration 54Q: 3 clusters Score -1049156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1049158.500000 Penalty: 3046.822021
	Iteration 55Q: 3 clusters Score -1049158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1049157.375000 Penalty: 3046.822021
	Iteration 56Q: 3 clusters Score -1049157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1049156.000000 Penalty: 3046.822021
	Iteration 57Q: 3 clusters Score -1049156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1049155.750000 Penalty: 3046.822021
	Iteration 58Q: 3 clusters Score -1049156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1049156.000000 Penalty: 3046.822021
	Iteration 59Q: 3 clusters Score -1049156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1049156.000000 Penalty: 3046.822021
	Iteration 60F: 3 clusters Score -1049156 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Entering Unmasked Estep 
Score: -80738.523438 Penalty: 1113.145508
	Iteration 0F: 2 clusters Score -80738.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -79318.140625 Penalty: 2226.291016
	Iteration 0F: 3 clusters Score -79318.14 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -79581.500000 Penalty: 2226.291016
	Iteration 1F: 3 clusters Score -79581.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -79672.148438 Penalty: 2226.291016
	Iteration 2F: 3 clusters Score -79672.15 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -79702.953125 Penalty: 2226.291016
	Iteration 3Q: 3 clusters Score -79702.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -79720.000000 Penalty: 2226.291016
	Iteration 4Q: 3 clusters Score -79720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -79733.468750 Penalty: 2226.291016
	Iteration 5Q: 3 clusters Score -79733.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -79744.140625 Penalty: 2226.291016
	Iteration 6Q: 3 clusters Score -79744.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -79748.203125 Penalty: 2226.291016
	Iteration 7Q: 3 clusters Score -79748.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -79754.656250 Penalty: 2226.291016
	Iteration 8Q: 3 clusters Score -79754.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -79761.171875 Penalty: 2226.291016
	Iteration 9Q: 3 clusters Score -79761.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -79763.804688 Penalty: 2226.291016
	Iteration 10Q: 3 clusters Score -79763.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -79768.031250 Penalty: 2226.291016
	Iteration 11Q: 3 clusters Score -79768.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -79771.703125 Penalty: 2226.291016
	Iteration 12Q: 3 clusters Score -79771.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -79771.703125 Penalty: 2226.291016
	Iteration 13F: 3 clusters Score -79771.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Entering Unmasked Estep 
Score: -225990.234375 Penalty: 1279.397827
	Iteration 0F: 2 clusters Score -225990.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -223528.312500 Penalty: 2558.795654
	Iteration 0F: 3 clusters Score -223528.3 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -224087.250000 Penalty: 2558.795654
	Iteration 1F: 3 clusters Score -224087.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -224252.000000 Penalty: 2558.795654
	Iteration 2F: 3 clusters Score -224252 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -224372.109375 Penalty: 2558.795654
	Iteration 3F: 3 clusters Score -224372.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -224463.812500 Penalty: 2558.795654
	Iteration 4Q: 3 clusters Score -224463.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -224540.812500 Penalty: 2558.795654
	Iteration 5Q: 3 clusters Score -224540.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -224605.921875 Penalty: 2558.795654
	Iteration 6Q: 3 clusters Score -224605.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -224672.875000 Penalty: 2558.795654
	Iteration 7Q: 3 clusters Score -224672.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -224723.703125 Penalty: 2558.795654
	Iteration 8Q: 3 clusters Score -224723.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -224751.640625 Penalty: 2558.795654
	Iteration 9Q: 3 clusters Score -224751.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -224782.218750 Penalty: 2558.795654
	Iteration 10Q: 3 clusters Score -224782.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -224806.640625 Penalty: 2558.795654
	Iteration 11Q: 3 clusters Score -224806.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -224826.718750 Penalty: 2558.795654
	Iteration 12Q: 3 clusters Score -224826.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -224835.593750 Penalty: 2558.795654
	Iteration 13Q: 3 clusters Score -224835.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -224842.375000 Penalty: 2558.795654
	Iteration 14Q: 3 clusters Score -224842.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -224850.187500 Penalty: 2558.795654
	Iteration 15Q: 3 clusters Score -224850.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224857.031250 Penalty: 2558.795654
	Iteration 16Q: 3 clusters Score -224857 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -224864.140625 Penalty: 2558.795654
	Iteration 17Q: 3 clusters Score -224864.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -224869.609375 Penalty: 2558.795654
	Iteration 18Q: 3 clusters Score -224869.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -224879.484375 Penalty: 2558.795654
	Iteration 19Q: 3 clusters Score -224879.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -224888.421875 Penalty: 2558.795654
	Iteration 20F: 3 clusters Score -224888.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -224893.921875 Penalty: 2558.795654
	Iteration 21Q: 3 clusters Score -224893.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -224899.265625 Penalty: 2558.795654
	Iteration 22Q: 3 clusters Score -224899.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -224903.093750 Penalty: 2558.795654
	Iteration 23Q: 3 clusters Score -224903.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -224907.968750 Penalty: 2558.795654
	Iteration 24Q: 3 clusters Score -224908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -224916.390625 Penalty: 2558.795654
	Iteration 25Q: 3 clusters Score -224916.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -224926.093750 Penalty: 2558.795654
	Iteration 26Q: 3 clusters Score -224926.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -224939.375000 Penalty: 2558.795654
	Iteration 27Q: 3 clusters Score -224939.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -224954.640625 Penalty: 2558.795654
	Iteration 28Q: 3 clusters Score -224954.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -224970.703125 Penalty: 2558.795654
	Iteration 29Q: 3 clusters Score -224970.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -224979.375000 Penalty: 2558.795654
	Iteration 30Q: 3 clusters Score -224979.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -224987.046875 Penalty: 2558.795654
	Iteration 31Q: 3 clusters Score -224987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -224995.687500 Penalty: 2558.795654
	Iteration 32Q: 3 clusters Score -224995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -225010.109375 Penalty: 2558.795654
	Iteration 33Q: 3 clusters Score -225010.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -225019.515625 Penalty: 2558.795654
	Iteration 34Q: 3 clusters Score -225019.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -225027.484375 Penalty: 2558.795654
	Iteration 35Q: 3 clusters Score -225027.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -225039.109375 Penalty: 2558.795654
	Iteration 36Q: 3 clusters Score -225039.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -225053.687500 Penalty: 2558.795654
	Iteration 37Q: 3 clusters Score -225053.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -225069.031250 Penalty: 2558.795654
	Iteration 38Q: 3 clusters Score -225069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -225084.578125 Penalty: 2558.795654
	Iteration 39Q: 3 clusters Score -225084.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -225105.421875 Penalty: 2558.795654
	Iteration 40F: 3 clusters Score -225105.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -225121.515625 Penalty: 2558.795654
	Iteration 41Q: 3 clusters Score -225121.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -225139.000000 Penalty: 2558.795654
	Iteration 42Q: 3 clusters Score -225139 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -225165.156250 Penalty: 2558.795654
	Iteration 43Q: 3 clusters Score -225165.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -225189.359375 Penalty: 2558.795654
	Iteration 44Q: 3 clusters Score -225189.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -225217.562500 Penalty: 2558.795654
	Iteration 45Q: 3 clusters Score -225217.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -225245.687500 Penalty: 2558.795654
	Iteration 46Q: 3 clusters Score -225245.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -225277.843750 Penalty: 2558.795654
	Iteration 47Q: 3 clusters Score -225277.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -225312.015625 Penalty: 2558.795654
	Iteration 48Q: 3 clusters Score -225312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -225336.531250 Penalty: 2558.795654
	Iteration 49Q: 3 clusters Score -225336.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -225348.312500 Penalty: 2558.795654
	Iteration 50Q: 3 clusters Score -225348.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -225360.484375 Penalty: 2558.795654
	Iteration 51Q: 3 clusters Score -225360.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -225372.906250 Penalty: 2558.795654
	Iteration 52Q: 3 clusters Score -225372.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -225379.843750 Penalty: 2558.795654
	Iteration 53Q: 3 clusters Score -225379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -225381.953125 Penalty: 2558.795654
	Iteration 54Q: 3 clusters Score -225382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -225382.453125 Penalty: 2558.795654
	Iteration 55Q: 3 clusters Score -225382.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -225385.687500 Penalty: 2558.795654
	Iteration 56Q: 3 clusters Score -225385.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -225387.593750 Penalty: 2558.795654
	Iteration 57Q: 3 clusters Score -225387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -225388.421875 Penalty: 2558.795654
	Iteration 58Q: 3 clusters Score -225388.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -225388.296875 Penalty: 2558.795654
	Iteration 59Q: 3 clusters Score -225388.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -225389.046875 Penalty: 2558.795654
	Iteration 60F: 3 clusters Score -225389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -225388.812500 Penalty: 2558.795654
	Iteration 61Q: 3 clusters Score -225388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -225388.812500 Penalty: 2558.795654
	Iteration 62F: 3 clusters Score -225388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Entering Unmasked Estep 
Score: -1773511.750000 Penalty: 1611.888184
	Iteration 0F: 2 clusters Score -1773512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1759562.000000 Penalty: 3223.776367
	Iteration 0F: 3 clusters Score -1759562 nChanged 9242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -1764742.625000 Penalty: 3223.776367
	Iteration 1F: 3 clusters Score -1764743 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -1765230.250000 Penalty: 3223.776367
	Iteration 2F: 3 clusters Score -1765230 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1765779.500000 Penalty: 3223.776367
	Iteration 3F: 3 clusters Score -1765780 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1766407.000000 Penalty: 3223.776367
	Iteration 4F: 3 clusters Score -1766407 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -1767185.625000 Penalty: 3223.776367
	Iteration 5F: 3 clusters Score -1767186 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1768055.625000 Penalty: 3223.776367
	Iteration 6F: 3 clusters Score -1768056 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -1768933.875000 Penalty: 3223.776367
	Iteration 7F: 3 clusters Score -1768934 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1769749.500000 Penalty: 3223.776367
	Iteration 8F: 3 clusters Score -1769750 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1770449.000000 Penalty: 3223.776367
	Iteration 9Q: 3 clusters Score -1770449 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -1771063.625000 Penalty: 3223.776367
	Iteration 10Q: 3 clusters Score -1771064 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -1771483.875000 Penalty: 3223.776367
	Iteration 11Q: 3 clusters Score -1771484 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -1771732.250000 Penalty: 3223.776367
	Iteration 12Q: 3 clusters Score -1771732 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -1771884.875000 Penalty: 3223.776367
	Iteration 13Q: 3 clusters Score -1771885 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1771978.375000 Penalty: 3223.776367
	Iteration 14Q: 3 clusters Score -1771978 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1772050.750000 Penalty: 3223.776367
	Iteration 15Q: 3 clusters Score -1772051 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -1772085.375000 Penalty: 3223.776367
	Iteration 16Q: 3 clusters Score -1772085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1772109.875000 Penalty: 3223.776367
	Iteration 17Q: 3 clusters Score -1772110 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1772130.500000 Penalty: 3223.776367
	Iteration 18Q: 3 clusters Score -1772130 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1772156.125000 Penalty: 3223.776367
	Iteration 19Q: 3 clusters Score -1772156 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1772174.500000 Penalty: 3223.776367
	Iteration 20F: 3 clusters Score -1772174 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1772195.000000 Penalty: 3223.776367
	Iteration 21Q: 3 clusters Score -1772195 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -1772220.250000 Penalty: 3223.776367
	Iteration 22Q: 3 clusters Score -1772220 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -1772237.750000 Penalty: 3223.776367
	Iteration 23Q: 3 clusters Score -1772238 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1772259.750000 Penalty: 3223.776367
	Iteration 24Q: 3 clusters Score -1772260 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1772277.500000 Penalty: 3223.776367
	Iteration 25Q: 3 clusters Score -1772278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -1772286.125000 Penalty: 3223.776367
	Iteration 26Q: 3 clusters Score -1772286 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -1772300.125000 Penalty: 3223.776367
	Iteration 27Q: 3 clusters Score -1772300 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -1772313.625000 Penalty: 3223.776367
	Iteration 28Q: 3 clusters Score -1772314 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1772328.375000 Penalty: 3223.776367
	Iteration 29Q: 3 clusters Score -1772328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -1772344.625000 Penalty: 3223.776367
	Iteration 30Q: 3 clusters Score -1772345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -1772357.250000 Penalty: 3223.776367
	Iteration 31Q: 3 clusters Score -1772357 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1772364.625000 Penalty: 3223.776367
	Iteration 32Q: 3 clusters Score -1772365 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -1772377.125000 Penalty: 3223.776367
	Iteration 33Q: 3 clusters Score -1772377 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1772380.375000 Penalty: 3223.776367
	Iteration 34Q: 3 clusters Score -1772380 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -1772396.250000 Penalty: 3223.776367
	Iteration 35Q: 3 clusters Score -1772396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -1772407.375000 Penalty: 3223.776367
	Iteration 36Q: 3 clusters Score -1772407 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1772420.250000 Penalty: 3223.776367
	Iteration 37Q: 3 clusters Score -1772420 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -1772422.000000 Penalty: 3223.776367
	Iteration 38Q: 3 clusters Score -1772422 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -1772433.625000 Penalty: 3223.776367
	Iteration 39Q: 3 clusters Score -1772434 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1772450.125000 Penalty: 3223.776367
	Iteration 40F: 3 clusters Score -1772450 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -1772460.375000 Penalty: 3223.776367
	Iteration 41Q: 3 clusters Score -1772460 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -1772466.875000 Penalty: 3223.776367
	Iteration 42Q: 3 clusters Score -1772467 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -1772464.625000 Penalty: 3223.776367
	Iteration 43Q: 3 clusters Score -1772465 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1772478.750000 Penalty: 3223.776367
	Iteration 44Q: 3 clusters Score -1772479 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1772479.875000 Penalty: 3223.776367
	Iteration 45Q: 3 clusters Score -1772480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -1772485.250000 Penalty: 3223.776367
	Iteration 46Q: 3 clusters Score -1772485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1772492.375000 Penalty: 3223.776367
	Iteration 47Q: 3 clusters Score -1772492 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -1772499.500000 Penalty: 3223.776367
	Iteration 48Q: 3 clusters Score -1772500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -1772510.000000 Penalty: 3223.776367
	Iteration 49Q: 3 clusters Score -1772510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -1772515.250000 Penalty: 3223.776367
	Iteration 50Q: 3 clusters Score -1772515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1772514.875000 Penalty: 3223.776367
	Iteration 51Q: 3 clusters Score -1772515 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -1772521.750000 Penalty: 3223.776367
	Iteration 52Q: 3 clusters Score -1772522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -1772525.000000 Penalty: 3223.776367
	Iteration 53Q: 3 clusters Score -1772525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1772530.625000 Penalty: 3223.776367
	Iteration 54Q: 3 clusters Score -1772531 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -1772536.375000 Penalty: 3223.776367
	Iteration 55Q: 3 clusters Score -1772536 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -1772537.500000 Penalty: 3223.776367
	Iteration 56Q: 3 clusters Score -1772538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -1772540.375000 Penalty: 3223.776367
	Iteration 57Q: 3 clusters Score -1772540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -1772541.375000 Penalty: 3223.776367
	Iteration 58Q: 3 clusters Score -1772541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -1772546.625000 Penalty: 3223.776367
	Iteration 59Q: 3 clusters Score -1772547 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 16989 members 
Entering Unmasked Estep 
Score: -1772549.500000 Penalty: 3223.776367
	Iteration 60F: 3 clusters Score -1772550 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -1772555.500000 Penalty: 3223.776367
	Iteration 61Q: 3 clusters Score -1772556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -1772557.750000 Penalty: 3223.776367
	Iteration 62Q: 3 clusters Score -1772558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -1772561.250000 Penalty: 3223.776367
	Iteration 63Q: 3 clusters Score -1772561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -1772568.375000 Penalty: 3223.776367
	Iteration 64Q: 3 clusters Score -1772568 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -1772572.625000 Penalty: 3223.776367
	Iteration 65Q: 3 clusters Score -1772573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 17174 members 
Entering Unmasked Estep 
Score: -1772578.125000 Penalty: 3223.776367
	Iteration 66Q: 3 clusters Score -1772578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -1772579.250000 Penalty: 3223.776367
	Iteration 67Q: 3 clusters Score -1772579 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -1772588.125000 Penalty: 3223.776367
	Iteration 68Q: 3 clusters Score -1772588 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -1772591.125000 Penalty: 3223.776367
	Iteration 69Q: 3 clusters Score -1772591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -1772597.750000 Penalty: 3223.776367
	Iteration 70Q: 3 clusters Score -1772598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -1772597.500000 Penalty: 3223.776367
	Iteration 71Q: 3 clusters Score -1772598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -1772599.375000 Penalty: 3223.776367
	Iteration 72Q: 3 clusters Score -1772599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -1772598.625000 Penalty: 3223.776367
	Iteration 73Q: 3 clusters Score -1772599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1772598.875000 Penalty: 3223.776367
	Iteration 74Q: 3 clusters Score -1772599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -1772602.500000 Penalty: 3223.776367
	Iteration 75Q: 3 clusters Score -1772602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1772599.375000 Penalty: 3223.776367
	Iteration 76Q: 3 clusters Score -1772599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1772600.500000 Penalty: 3223.776367
	Iteration 77Q: 3 clusters Score -1772600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -1772601.375000 Penalty: 3223.776367
	Iteration 78Q: 3 clusters Score -1772601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -1772599.500000 Penalty: 3223.776367
	Iteration 79Q: 3 clusters Score -1772600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -1772599.875000 Penalty: 3223.776367
	Iteration 80F: 3 clusters Score -1772600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -1772600.125000 Penalty: 3223.776367
	Iteration 81Q: 3 clusters Score -1772600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -1772601.625000 Penalty: 3223.776367
	Iteration 82Q: 3 clusters Score -1772602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -1772604.875000 Penalty: 3223.776367
	Iteration 83Q: 3 clusters Score -1772605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -1772607.625000 Penalty: 3223.776367
	Iteration 84Q: 3 clusters Score -1772608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -1772603.625000 Penalty: 3223.776367
	Iteration 85Q: 3 clusters Score -1772604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -1772603.000000 Penalty: 3223.776367
	Iteration 86Q: 3 clusters Score -1772603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1772604.125000 Penalty: 3223.776367
	Iteration 87Q: 3 clusters Score -1772604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -1772604.125000 Penalty: 3223.776367
	Iteration 88F: 3 clusters Score -1772604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Entering Unmasked Estep 
Score: -201656.453125 Penalty: 1268.852417
	Iteration 0F: 2 clusters Score -201656.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -199365.765625 Penalty: 2537.704834
	Iteration 0F: 3 clusters Score -199365.8 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -200004.921875 Penalty: 2537.704834
	Iteration 1F: 3 clusters Score -200004.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -200197.750000 Penalty: 2537.704834
	Iteration 2F: 3 clusters Score -200197.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -200347.812500 Penalty: 2537.704834
	Iteration 3F: 3 clusters Score -200347.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -200469.859375 Penalty: 2537.704834
	Iteration 4F: 3 clusters Score -200469.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -200601.687500 Penalty: 2537.704834
	Iteration 5Q: 3 clusters Score -200601.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -200830.359375 Penalty: 2537.704834
	Iteration 6F: 3 clusters Score -200830.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -201128.578125 Penalty: 2537.704834
	Iteration 7F: 3 clusters Score -201128.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -201343.468750 Penalty: 2537.704834
	Iteration 8Q: 3 clusters Score -201343.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -201472.859375 Penalty: 2537.704834
	Iteration 9Q: 3 clusters Score -201472.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -201552.515625 Penalty: 2537.704834
	Iteration 10Q: 3 clusters Score -201552.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -201598.843750 Penalty: 2537.704834
	Iteration 11Q: 3 clusters Score -201598.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -201632.031250 Penalty: 2537.704834
	Iteration 12Q: 3 clusters Score -201632 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -201649.812500 Penalty: 2537.704834
	Iteration 13Q: 3 clusters Score -201649.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -201670.031250 Penalty: 2537.704834
	Iteration 14Q: 3 clusters Score -201670 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -201688.843750 Penalty: 2537.704834
	Iteration 15Q: 3 clusters Score -201688.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -201722.500000 Penalty: 2537.704834
	Iteration 16Q: 3 clusters Score -201722.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -201772.937500 Penalty: 2537.704834
	Iteration 17Q: 3 clusters Score -201772.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -201823.531250 Penalty: 2537.704834
	Iteration 18Q: 3 clusters Score -201823.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -201849.062500 Penalty: 2537.704834
	Iteration 19Q: 3 clusters Score -201849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -201852.875000 Penalty: 2537.704834
	Iteration 20F: 3 clusters Score -201852.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -201854.859375 Penalty: 2537.704834
	Iteration 21Q: 3 clusters Score -201854.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -201856.281250 Penalty: 2537.704834
	Iteration 22Q: 3 clusters Score -201856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -201856.593750 Penalty: 2537.704834
	Iteration 23Q: 3 clusters Score -201856.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -201857.984375 Penalty: 2537.704834
	Iteration 24Q: 3 clusters Score -201858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -201859.046875 Penalty: 2537.704834
	Iteration 25Q: 3 clusters Score -201859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -201859.046875 Penalty: 2537.704834
	Iteration 26F: 3 clusters Score -201859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1860 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 32249 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20319 members 
Mstep: Class 32 contains 601 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 78600 members 
Mstep: Class 35 contains 8986 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 1958 members 
Mstep: Class 38 contains 6709 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2057 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8577 members 
Mstep: Class 44 contains 15195 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
Score: -40891228.000000 Penalty: 100002.429688
Splitting cluster 32 changes total score from -40891904.000000 to -40891228.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Entering Unmasked Estep 
Score: -158342.390625 Penalty: 1244.692017
	Iteration 0F: 2 clusters Score -158342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -156217.968750 Penalty: 2489.384033
	Iteration 0F: 3 clusters Score -156218 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -156833.687500 Penalty: 2489.384033
	Iteration 1F: 3 clusters Score -156833.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -157146.343750 Penalty: 2489.384033
	Iteration 2F: 3 clusters Score -157146.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -157435.687500 Penalty: 2489.384033
	Iteration 3F: 3 clusters Score -157435.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -157655.156250 Penalty: 2489.384033
	Iteration 4F: 3 clusters Score -157655.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -157822.062500 Penalty: 2489.384033
	Iteration 5F: 3 clusters Score -157822.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -157883.562500 Penalty: 2489.384033
	Iteration 6Q: 3 clusters Score -157883.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -157915.000000 Penalty: 2489.384033
	Iteration 7Q: 3 clusters Score -157915 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -157937.343750 Penalty: 2489.384033
	Iteration 8Q: 3 clusters Score -157937.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -157952.296875 Penalty: 2489.384033
	Iteration 9Q: 3 clusters Score -157952.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -157959.234375 Penalty: 2489.384033
	Iteration 10Q: 3 clusters Score -157959.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -157968.640625 Penalty: 2489.384033
	Iteration 11Q: 3 clusters Score -157968.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -157974.812500 Penalty: 2489.384033
	Iteration 12Q: 3 clusters Score -157974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -157982.015625 Penalty: 2489.384033
	Iteration 13Q: 3 clusters Score -157982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -157987.687500 Penalty: 2489.384033
	Iteration 14Q: 3 clusters Score -157987.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -157991.500000 Penalty: 2489.384033
	Iteration 15Q: 3 clusters Score -157991.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -157993.375000 Penalty: 2489.384033
	Iteration 16Q: 3 clusters Score -157993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -157994.234375 Penalty: 2489.384033
	Iteration 17Q: 3 clusters Score -157994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -157995.968750 Penalty: 2489.384033
	Iteration 18Q: 3 clusters Score -157996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -157996.968750 Penalty: 2489.384033
	Iteration 19Q: 3 clusters Score -157997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -157998.203125 Penalty: 2489.384033
	Iteration 20F: 3 clusters Score -157998.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (78600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78600 members 
Entering Unmasked Estep 
Score: -6849381.500000 Penalty: 1831.720703
	Iteration 0F: 2 clusters Score -6849382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 39174 members 
Entering Unmasked Estep 
Score: -6796722.500000 Penalty: 3663.441406
	Iteration 0F: 3 clusters Score -6796722 nChanged 37446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
Score: -6818078.500000 Penalty: 3663.441406
	Iteration 1F: 3 clusters Score -6818078 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 35739 members 
Entering Unmasked Estep 
Score: -6819109.500000 Penalty: 3663.441406
	Iteration 2Q: 3 clusters Score -6819110 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 33370 members 
Entering Unmasked Estep 
Score: -6820780.500000 Penalty: 3663.441406
	Iteration 3Q: 3 clusters Score -6820780 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -6823371.500000 Penalty: 3663.441406
	Iteration 4F: 3 clusters Score -6823372 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
Score: -6827042.000000 Penalty: 3663.441406
	Iteration 5F: 3 clusters Score -6827042 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57789 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -6831508.000000 Penalty: 3663.441406
	Iteration 6F: 3 clusters Score -6831508 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -6835883.000000 Penalty: 3663.441406
	Iteration 7F: 3 clusters Score -6835883 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66801 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -6839625.000000 Penalty: 3663.441406
	Iteration 8F: 3 clusters Score -6839625 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -6842736.000000 Penalty: 3663.441406
	Iteration 9Q: 3 clusters Score -6842736 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72539 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -6844975.000000 Penalty: 3663.441406
	Iteration 10Q: 3 clusters Score -6844975 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74012 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6846438.000000 Penalty: 3663.441406
	Iteration 11Q: 3 clusters Score -6846438 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -6847239.500000 Penalty: 3663.441406
	Iteration 12Q: 3 clusters Score -6847240 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6847705.000000 Penalty: 3663.441406
	Iteration 13Q: 3 clusters Score -6847705 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75370 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6847909.000000 Penalty: 3663.441406
	Iteration 14Q: 3 clusters Score -6847909 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75469 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -6848019.500000 Penalty: 3663.441406
	Iteration 15Q: 3 clusters Score -6848020 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75545 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6848075.000000 Penalty: 3663.441406
	Iteration 16Q: 3 clusters Score -6848075 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75599 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6848105.000000 Penalty: 3663.441406
	Iteration 17Q: 3 clusters Score -6848105 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -6848139.500000 Penalty: 3663.441406
	Iteration 18Q: 3 clusters Score -6848140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75685 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6848148.500000 Penalty: 3663.441406
	Iteration 19Q: 3 clusters Score -6848148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75727 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6848160.000000 Penalty: 3663.441406
	Iteration 20F: 3 clusters Score -6848160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75760 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6848173.500000 Penalty: 3663.441406
	Iteration 21Q: 3 clusters Score -6848174 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75781 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -6848201.000000 Penalty: 3663.441406
	Iteration 22Q: 3 clusters Score -6848201 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75809 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6848207.000000 Penalty: 3663.441406
	Iteration 23Q: 3 clusters Score -6848207 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -6848206.500000 Penalty: 3663.441406
	Iteration 24Q: 3 clusters Score -6848206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -6848215.500000 Penalty: 3663.441406
	Iteration 25Q: 3 clusters Score -6848216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75863 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6848215.000000 Penalty: 3663.441406
	Iteration 26Q: 3 clusters Score -6848215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -6848223.500000 Penalty: 3663.441406
	Iteration 27Q: 3 clusters Score -6848224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75908 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -6848242.500000 Penalty: 3663.441406
	Iteration 28Q: 3 clusters Score -6848242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -6848244.000000 Penalty: 3663.441406
	Iteration 29Q: 3 clusters Score -6848244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -6848251.500000 Penalty: 3663.441406
	Iteration 30Q: 3 clusters Score -6848252 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75935 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -6848254.000000 Penalty: 3663.441406
	Iteration 31Q: 3 clusters Score -6848254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6848261.500000 Penalty: 3663.441406
	Iteration 32Q: 3 clusters Score -6848262 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75959 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -6848274.000000 Penalty: 3663.441406
	Iteration 33Q: 3 clusters Score -6848274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75954 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6848272.500000 Penalty: 3663.441406
	Iteration 34Q: 3 clusters Score -6848272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6848278.000000 Penalty: 3663.441406
	Iteration 35Q: 3 clusters Score -6848278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6848279.000000 Penalty: 3663.441406
	Iteration 36Q: 3 clusters Score -6848279 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75942 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -6848284.500000 Penalty: 3663.441406
	Iteration 37Q: 3 clusters Score -6848284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6848299.500000 Penalty: 3663.441406
	Iteration 38Q: 3 clusters Score -6848300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -6848299.500000 Penalty: 3663.441406
	Iteration 39Q: 3 clusters Score -6848300 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 3663.441406
	Iteration 40F: 3 clusters Score -6848298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6848297.500000 Penalty: 3663.441406
	Iteration 41Q: 3 clusters Score -6848298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75946 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -6848303.500000 Penalty: 3663.441406
	Iteration 42Q: 3 clusters Score -6848304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75947 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6848297.500000 Penalty: 3663.441406
	Iteration 43Q: 3 clusters Score -6848298 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75951 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 3663.441406
	Iteration 44Q: 3 clusters Score -6848298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 3663.441406
	Iteration 45Q: 3 clusters Score -6848298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75950 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 3663.441406
	Iteration 46Q: 3 clusters Score -6848298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75953 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -6848307.000000 Penalty: 3663.441406
	Iteration 47Q: 3 clusters Score -6848307 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6848303.000000 Penalty: 3663.441406
	Iteration 48Q: 3 clusters Score -6848303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75963 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -6848296.000000 Penalty: 3663.441406
	Iteration 49Q: 3 clusters Score -6848296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75966 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6848298.000000 Penalty: 3663.441406
	Iteration 50Q: 3 clusters Score -6848298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75968 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -6848302.500000 Penalty: 3663.441406
	Iteration 51Q: 3 clusters Score -6848302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -6848302.500000 Penalty: 3663.441406
	Iteration 52Q: 3 clusters Score -6848302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -6848310.000000 Penalty: 3663.441406
	Iteration 53Q: 3 clusters Score -6848310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75980 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -6848299.000000 Penalty: 3663.441406
	Iteration 54Q: 3 clusters Score -6848299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75984 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6848297.000000 Penalty: 3663.441406
	Iteration 55Q: 3 clusters Score -6848297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -6848296.000000 Penalty: 3663.441406
	Iteration 56Q: 3 clusters Score -6848296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75988 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6848306.000000 Penalty: 3663.441406
	Iteration 57Q: 3 clusters Score -6848306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75989 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6848305.000000 Penalty: 3663.441406
	Iteration 58Q: 3 clusters Score -6848305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75990 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6848305.500000 Penalty: 3663.441406
	Iteration 59Q: 3 clusters Score -6848306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75994 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -6848304.000000 Penalty: 3663.441406
	Iteration 60F: 3 clusters Score -6848304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6848309.500000 Penalty: 3663.441406
	Iteration 61Q: 3 clusters Score -6848310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75996 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6848310.500000 Penalty: 3663.441406
	Iteration 62Q: 3 clusters Score -6848310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6848307.000000 Penalty: 3663.441406
	Iteration 63Q: 3 clusters Score -6848307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75997 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6848307.000000 Penalty: 3663.441406
	Iteration 64F: 3 clusters Score -6848307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Entering Unmasked Estep 
Score: -790187.375000 Penalty: 1479.306274
	Iteration 0F: 2 clusters Score -790187.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -783577.000000 Penalty: 2958.612549
	Iteration 0F: 3 clusters Score -783577 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -785641.312500 Penalty: 2958.612549
	Iteration 1F: 3 clusters Score -785641.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -785973.125000 Penalty: 2958.612549
	Iteration 2F: 3 clusters Score -785973.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -786312.312500 Penalty: 2958.612549
	Iteration 3F: 3 clusters Score -786312.3 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -786679.562500 Penalty: 2958.612549
	Iteration 4F: 3 clusters Score -786679.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -787119.250000 Penalty: 2958.612549
	Iteration 5F: 3 clusters Score -787119.2 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -787669.625000 Penalty: 2958.612549
	Iteration 6F: 3 clusters Score -787669.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -788227.187500 Penalty: 2958.612549
	Iteration 7F: 3 clusters Score -788227.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -788627.312500 Penalty: 2958.612549
	Iteration 8F: 3 clusters Score -788627.3 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -788931.812500 Penalty: 2958.612549
	Iteration 9Q: 3 clusters Score -788931.8 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -789192.812500 Penalty: 2958.612549
	Iteration 10Q: 3 clusters Score -789192.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -789404.625000 Penalty: 2958.612549
	Iteration 11Q: 3 clusters Score -789404.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -789531.500000 Penalty: 2958.612549
	Iteration 12Q: 3 clusters Score -789531.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -789616.062500 Penalty: 2958.612549
	Iteration 13Q: 3 clusters Score -789616.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -789667.750000 Penalty: 2958.612549
	Iteration 14Q: 3 clusters Score -789667.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -789694.562500 Penalty: 2958.612549
	Iteration 15Q: 3 clusters Score -789694.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -789705.750000 Penalty: 2958.612549
	Iteration 16Q: 3 clusters Score -789705.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -789716.750000 Penalty: 2958.612549
	Iteration 17Q: 3 clusters Score -789716.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -789728.312500 Penalty: 2958.612549
	Iteration 18Q: 3 clusters Score -789728.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -789738.500000 Penalty: 2958.612549
	Iteration 19Q: 3 clusters Score -789738.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -789747.750000 Penalty: 2958.612549
	Iteration 20F: 3 clusters Score -789747.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -789758.437500 Penalty: 2958.612549
	Iteration 21Q: 3 clusters Score -789758.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -789770.687500 Penalty: 2958.612549
	Iteration 22Q: 3 clusters Score -789770.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -789787.750000 Penalty: 2958.612549
	Iteration 23Q: 3 clusters Score -789787.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -789804.187500 Penalty: 2958.612549
	Iteration 24Q: 3 clusters Score -789804.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -789817.187500 Penalty: 2958.612549
	Iteration 25Q: 3 clusters Score -789817.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -789829.687500 Penalty: 2958.612549
	Iteration 26Q: 3 clusters Score -789829.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -789841.750000 Penalty: 2958.612549
	Iteration 27Q: 3 clusters Score -789841.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -789856.687500 Penalty: 2958.612549
	Iteration 28Q: 3 clusters Score -789856.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -789875.187500 Penalty: 2958.612549
	Iteration 29Q: 3 clusters Score -789875.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -789883.625000 Penalty: 2958.612549
	Iteration 30Q: 3 clusters Score -789883.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -789891.187500 Penalty: 2958.612549
	Iteration 31Q: 3 clusters Score -789891.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -789897.125000 Penalty: 2958.612549
	Iteration 32Q: 3 clusters Score -789897.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -789900.250000 Penalty: 2958.612549
	Iteration 33Q: 3 clusters Score -789900.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -789905.187500 Penalty: 2958.612549
	Iteration 34Q: 3 clusters Score -789905.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -789909.125000 Penalty: 2958.612549
	Iteration 35Q: 3 clusters Score -789909.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -789912.687500 Penalty: 2958.612549
	Iteration 36Q: 3 clusters Score -789912.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -789911.875000 Penalty: 2958.612549
	Iteration 37Q: 3 clusters Score -789911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -789913.687500 Penalty: 2958.612549
	Iteration 38Q: 3 clusters Score -789913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -789913.187500 Penalty: 2958.612549
	Iteration 39Q: 3 clusters Score -789913.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -789915.750000 Penalty: 2958.612549
	Iteration 40F: 3 clusters Score -789915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -789915.625000 Penalty: 2958.612549
	Iteration 41Q: 3 clusters Score -789915.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -789914.062500 Penalty: 2958.612549
	Iteration 42Q: 3 clusters Score -789914.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -789916.875000 Penalty: 2958.612549
	Iteration 43Q: 3 clusters Score -789916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -789916.812500 Penalty: 2958.612549
	Iteration 44Q: 3 clusters Score -789916.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -789916.250000 Penalty: 2958.612549
	Iteration 45Q: 3 clusters Score -789916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -789916.250000 Penalty: 2958.612549
	Iteration 46F: 3 clusters Score -789916.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Entering Unmasked Estep 
Score: -92678.492188 Penalty: 1138.882080
	Iteration 0F: 2 clusters Score -92678.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -91147.328125 Penalty: 2277.764160
	Iteration 0F: 3 clusters Score -91147.33 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -91425.460938 Penalty: 2277.764160
	Iteration 1F: 3 clusters Score -91425.46 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -91534.929688 Penalty: 2277.764160
	Iteration 2F: 3 clusters Score -91534.93 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -91606.046875 Penalty: 2277.764160
	Iteration 3F: 3 clusters Score -91606.05 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -91664.773438 Penalty: 2277.764160
	Iteration 4Q: 3 clusters Score -91664.77 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -91723.742188 Penalty: 2277.764160
	Iteration 5Q: 3 clusters Score -91723.74 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -91798.289062 Penalty: 2277.764160
	Iteration 6Q: 3 clusters Score -91798.29 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -91843.484375 Penalty: 2277.764160
	Iteration 7Q: 3 clusters Score -91843.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91866.882812 Penalty: 2277.764160
	Iteration 8Q: 3 clusters Score -91866.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -91873.609375 Penalty: 2277.764160
	Iteration 9Q: 3 clusters Score -91873.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -91882.007812 Penalty: 2277.764160
	Iteration 10Q: 3 clusters Score -91882.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -91888.531250 Penalty: 2277.764160
	Iteration 11Q: 3 clusters Score -91888.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -91893.320312 Penalty: 2277.764160
	Iteration 12Q: 3 clusters Score -91893.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -91899.632812 Penalty: 2277.764160
	Iteration 13Q: 3 clusters Score -91899.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91902.898438 Penalty: 2277.764160
	Iteration 14Q: 3 clusters Score -91902.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -91904.812500 Penalty: 2277.764160
	Iteration 15Q: 3 clusters Score -91904.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91905.406250 Penalty: 2277.764160
	Iteration 16Q: 3 clusters Score -91905.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -91905.406250 Penalty: 2277.764160
	Iteration 17F: 3 clusters Score -91905.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Entering Unmasked Estep 
Score: -135477.218750 Penalty: 1231.697876
	Iteration 0F: 2 clusters Score -135477.2 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 972 members 
Entering Unmasked Estep 
Score: -133541.140625 Penalty: 2463.395752
	Iteration 0F: 3 clusters Score -133541.1 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -134376.234375 Penalty: 2463.395752
	Iteration 1F: 3 clusters Score -134376.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -134615.125000 Penalty: 2463.395752
	Iteration 2F: 3 clusters Score -134615.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -134720.828125 Penalty: 2463.395752
	Iteration 3F: 3 clusters Score -134720.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -134785.343750 Penalty: 2463.395752
	Iteration 4Q: 3 clusters Score -134785.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -134846.281250 Penalty: 2463.395752
	Iteration 5Q: 3 clusters Score -134846.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -134905.078125 Penalty: 2463.395752
	Iteration 6Q: 3 clusters Score -134905.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -134944.234375 Penalty: 2463.395752
	Iteration 7Q: 3 clusters Score -134944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -135008.109375 Penalty: 2463.395752
	Iteration 8Q: 3 clusters Score -135008.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -135095.015625 Penalty: 2463.395752
	Iteration 9Q: 3 clusters Score -135095 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -135145.328125 Penalty: 2463.395752
	Iteration 10Q: 3 clusters Score -135145.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -135192.843750 Penalty: 2463.395752
	Iteration 11Q: 3 clusters Score -135192.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -135251.093750 Penalty: 2463.395752
	Iteration 12Q: 3 clusters Score -135251.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -135351.390625 Penalty: 2463.395752
	Iteration 13Q: 3 clusters Score -135351.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -135442.687500 Penalty: 2463.395752
	Iteration 14Q: 3 clusters Score -135442.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -135498.859375 Penalty: 2463.395752
	Iteration 15Q: 3 clusters Score -135498.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -135542.859375 Penalty: 2463.395752
	Iteration 16Q: 3 clusters Score -135542.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -135581.578125 Penalty: 2463.395752
	Iteration 17Q: 3 clusters Score -135581.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -135612.468750 Penalty: 2463.395752
	Iteration 18Q: 3 clusters Score -135612.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -135629.437500 Penalty: 2463.395752
	Iteration 19Q: 3 clusters Score -135629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -135654.703125 Penalty: 2463.395752
	Iteration 20F: 3 clusters Score -135654.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135700.906250 Penalty: 2463.395752
	Iteration 21Q: 3 clusters Score -135700.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135739.390625 Penalty: 2463.395752
	Iteration 22Q: 3 clusters Score -135739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135762.656250 Penalty: 2463.395752
	Iteration 23Q: 3 clusters Score -135762.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135774.937500 Penalty: 2463.395752
	Iteration 24Q: 3 clusters Score -135774.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135780.546875 Penalty: 2463.395752
	Iteration 25Q: 3 clusters Score -135780.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135782.515625 Penalty: 2463.395752
	Iteration 26Q: 3 clusters Score -135782.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -135783.875000 Penalty: 2463.395752
	Iteration 27Q: 3 clusters Score -135783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135784.078125 Penalty: 2463.395752
	Iteration 28Q: 3 clusters Score -135784.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135784.906250 Penalty: 2463.395752
	Iteration 29F: 3 clusters Score -135784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135789.250000 Penalty: 2463.395752
	Iteration 30Q: 3 clusters Score -135789.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -135798.484375 Penalty: 2463.395752
	Iteration 31Q: 3 clusters Score -135798.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135802.968750 Penalty: 2463.395752
	Iteration 32Q: 3 clusters Score -135803 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -135806.000000 Penalty: 2463.395752
	Iteration 33Q: 3 clusters Score -135806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -135807.906250 Penalty: 2463.395752
	Iteration 34Q: 3 clusters Score -135807.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135811.328125 Penalty: 2463.395752
	Iteration 35Q: 3 clusters Score -135811.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135813.859375 Penalty: 2463.395752
	Iteration 36Q: 3 clusters Score -135813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135814.937500 Penalty: 2463.395752
	Iteration 37Q: 3 clusters Score -135814.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135816.187500 Penalty: 2463.395752
	Iteration 38Q: 3 clusters Score -135816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135816.187500 Penalty: 2463.395752
	Iteration 39F: 3 clusters Score -135816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 580 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 32249 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20319 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 78600 members 
Mstep: Class 35 contains 8986 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 1378 members 
Mstep: Class 38 contains 6709 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2057 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8577 members 
Mstep: Class 44 contains 15195 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
Score: -40891400.000000 Penalty: 100002.429688
Splitting cluster 37 changes total score from -40891904.000000 to -40891400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Entering Unmasked Estep 
Score: -600464.937500 Penalty: 1431.820801
	Iteration 0F: 2 clusters Score -600464.9 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 3401 members 
Entering Unmasked Estep 
Score: -595391.562500 Penalty: 2863.641602
	Iteration 0F: 3 clusters Score -595391.6 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -597014.437500 Penalty: 2863.641602
	Iteration 1F: 3 clusters Score -597014.4 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -597245.687500 Penalty: 2863.641602
	Iteration 2F: 3 clusters Score -597245.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -597422.687500 Penalty: 2863.641602
	Iteration 3F: 3 clusters Score -597422.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -597578.812500 Penalty: 2863.641602
	Iteration 4Q: 3 clusters Score -597578.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -597727.812500 Penalty: 2863.641602
	Iteration 5Q: 3 clusters Score -597727.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -597876.375000 Penalty: 2863.641602
	Iteration 6Q: 3 clusters Score -597876.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -597992.125000 Penalty: 2863.641602
	Iteration 7Q: 3 clusters Score -597992.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -598114.000000 Penalty: 2863.641602
	Iteration 8Q: 3 clusters Score -598114 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -598244.500000 Penalty: 2863.641602
	Iteration 9Q: 3 clusters Score -598244.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -598391.312500 Penalty: 2863.641602
	Iteration 10Q: 3 clusters Score -598391.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -598564.187500 Penalty: 2863.641602
	Iteration 11Q: 3 clusters Score -598564.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -598769.250000 Penalty: 2863.641602
	Iteration 12Q: 3 clusters Score -598769.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -598994.500000 Penalty: 2863.641602
	Iteration 13Q: 3 clusters Score -598994.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -599196.937500 Penalty: 2863.641602
	Iteration 14Q: 3 clusters Score -599196.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -599309.500000 Penalty: 2863.641602
	Iteration 15Q: 3 clusters Score -599309.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -599387.937500 Penalty: 2863.641602
	Iteration 16Q: 3 clusters Score -599387.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -599425.187500 Penalty: 2863.641602
	Iteration 17Q: 3 clusters Score -599425.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -599443.812500 Penalty: 2863.641602
	Iteration 18Q: 3 clusters Score -599443.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -599455.500000 Penalty: 2863.641602
	Iteration 19Q: 3 clusters Score -599455.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -599462.250000 Penalty: 2863.641602
	Iteration 20F: 3 clusters Score -599462.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -599468.437500 Penalty: 2863.641602
	Iteration 21Q: 3 clusters Score -599468.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -599470.250000 Penalty: 2863.641602
	Iteration 22Q: 3 clusters Score -599470.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -599473.125000 Penalty: 2863.641602
	Iteration 23Q: 3 clusters Score -599473.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -599472.250000 Penalty: 2863.641602
	Iteration 24Q: 3 clusters Score -599472.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -599472.937500 Penalty: 2863.641602
	Iteration 25Q: 3 clusters Score -599472.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -599473.562500 Penalty: 2863.641602
	Iteration 26Q: 3 clusters Score -599473.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -599473.562500 Penalty: 2863.641602
	Iteration 27F: 3 clusters Score -599473.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -130273.523438 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -130273.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -128464.554688 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -128464.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -128866.250000 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -128866.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -129011.367188 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -129011.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -129103.148438 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -129103.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -129177.820312 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -129177.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -129250.460938 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -129250.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -129328.289062 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -129328.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -129409.054688 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -129409.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -129497.976562 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -129498 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -129589.742188 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -129589.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -129688.210938 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -129688.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -129758.078125 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -129758.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -129828.656250 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -129828.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -129901.382812 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -129901.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -129940.015625 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -129940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129964.820312 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -129964.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -129973.164062 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -129973.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129976.562500 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -129976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129979.867188 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -129979.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129981.484375 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -129981.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129985.195312 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -129985.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -129985.648438 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -129985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129986.671875 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -129986.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129986.671875 Penalty: 2400.401611
	Iteration 23F: 3 clusters Score -129986.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -175734.031250 Penalty: 1239.713135
	Iteration 0F: 2 clusters Score -175734 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -173625.671875 Penalty: 2479.426270
	Iteration 0F: 3 clusters Score -173625.7 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -174055.171875 Penalty: 2479.426270
	Iteration 1F: 3 clusters Score -174055.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -174174.343750 Penalty: 2479.426270
	Iteration 2F: 3 clusters Score -174174.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -174247.343750 Penalty: 2479.426270
	Iteration 3F: 3 clusters Score -174247.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -174287.562500 Penalty: 2479.426270
	Iteration 4Q: 3 clusters Score -174287.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174318.421875 Penalty: 2479.426270
	Iteration 5Q: 3 clusters Score -174318.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -174347.109375 Penalty: 2479.426270
	Iteration 6Q: 3 clusters Score -174347.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -174370.921875 Penalty: 2479.426270
	Iteration 7Q: 3 clusters Score -174370.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -174390.046875 Penalty: 2479.426270
	Iteration 8Q: 3 clusters Score -174390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -174400.937500 Penalty: 2479.426270
	Iteration 9Q: 3 clusters Score -174400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -174408.109375 Penalty: 2479.426270
	Iteration 10Q: 3 clusters Score -174408.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -174416.203125 Penalty: 2479.426270
	Iteration 11Q: 3 clusters Score -174416.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -174421.765625 Penalty: 2479.426270
	Iteration 12Q: 3 clusters Score -174421.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -174428.187500 Penalty: 2479.426270
	Iteration 13Q: 3 clusters Score -174428.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174433.875000 Penalty: 2479.426270
	Iteration 14Q: 3 clusters Score -174433.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -174440.234375 Penalty: 2479.426270
	Iteration 15Q: 3 clusters Score -174440.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -174448.406250 Penalty: 2479.426270
	Iteration 16Q: 3 clusters Score -174448.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -174453.359375 Penalty: 2479.426270
	Iteration 17Q: 3 clusters Score -174453.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174457.171875 Penalty: 2479.426270
	Iteration 18Q: 3 clusters Score -174457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -174463.031250 Penalty: 2479.426270
	Iteration 19Q: 3 clusters Score -174463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -174475.281250 Penalty: 2479.426270
	Iteration 20F: 3 clusters Score -174475.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -174488.562500 Penalty: 2479.426270
	Iteration 21Q: 3 clusters Score -174488.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174497.640625 Penalty: 2479.426270
	Iteration 22Q: 3 clusters Score -174497.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -174503.187500 Penalty: 2479.426270
	Iteration 23Q: 3 clusters Score -174503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -174505.703125 Penalty: 2479.426270
	Iteration 24Q: 3 clusters Score -174505.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174510.125000 Penalty: 2479.426270
	Iteration 25Q: 3 clusters Score -174510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174517.843750 Penalty: 2479.426270
	Iteration 26Q: 3 clusters Score -174517.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -174520.281250 Penalty: 2479.426270
	Iteration 27Q: 3 clusters Score -174520.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174521.953125 Penalty: 2479.426270
	Iteration 28Q: 3 clusters Score -174522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174525.109375 Penalty: 2479.426270
	Iteration 29Q: 3 clusters Score -174525.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174529.750000 Penalty: 2479.426270
	Iteration 30Q: 3 clusters Score -174529.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -174530.578125 Penalty: 2479.426270
	Iteration 31Q: 3 clusters Score -174530.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174530.968750 Penalty: 2479.426270
	Iteration 32Q: 3 clusters Score -174531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174532.109375 Penalty: 2479.426270
	Iteration 33Q: 3 clusters Score -174532.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -174533.625000 Penalty: 2479.426270
	Iteration 34Q: 3 clusters Score -174533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174534.343750 Penalty: 2479.426270
	Iteration 35Q: 3 clusters Score -174534.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174534.734375 Penalty: 2479.426270
	Iteration 36Q: 3 clusters Score -174534.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174535.546875 Penalty: 2479.426270
	Iteration 37Q: 3 clusters Score -174535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174537.375000 Penalty: 2479.426270
	Iteration 38Q: 3 clusters Score -174537.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174539.343750 Penalty: 2479.426270
	Iteration 39Q: 3 clusters Score -174539.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -174542.093750 Penalty: 2479.426270
	Iteration 40F: 3 clusters Score -174542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -174542.562500 Penalty: 2479.426270
	Iteration 41Q: 3 clusters Score -174542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -174543.984375 Penalty: 2479.426270
	Iteration 42Q: 3 clusters Score -174544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174544.765625 Penalty: 2479.426270
	Iteration 43Q: 3 clusters Score -174544.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -174546.093750 Penalty: 2479.426270
	Iteration 44Q: 3 clusters Score -174546.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174546.250000 Penalty: 2479.426270
	Iteration 45Q: 3 clusters Score -174546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174546.250000 Penalty: 2479.426270
	Iteration 46F: 3 clusters Score -174546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -37575.027344 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -37575.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -36551.171875 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -36551.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36673.230469 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -36673.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36718.667969 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -36718.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -36743.046875 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -36743.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36755.718750 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -36755.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36768.085938 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -36768.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36773.308594 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -36773.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36773.308594 Penalty: 1969.973389
	Iteration 7F: 3 clusters Score -36773.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Entering Unmasked Estep 
Score: -565942.750000 Penalty: 1424.918701
	Iteration 0F: 2 clusters Score -565942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -561060.750000 Penalty: 2849.837402
	Iteration 0F: 3 clusters Score -561060.8 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -562589.312500 Penalty: 2849.837402
	Iteration 1F: 3 clusters Score -562589.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -562846.000000 Penalty: 2849.837402
	Iteration 2F: 3 clusters Score -562846 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -563005.625000 Penalty: 2849.837402
	Iteration 3Q: 3 clusters Score -563005.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -563146.000000 Penalty: 2849.837402
	Iteration 4Q: 3 clusters Score -563146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -563248.937500 Penalty: 2849.837402
	Iteration 5Q: 3 clusters Score -563248.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -563333.500000 Penalty: 2849.837402
	Iteration 6Q: 3 clusters Score -563333.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -563390.437500 Penalty: 2849.837402
	Iteration 7Q: 3 clusters Score -563390.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -563430.437500 Penalty: 2849.837402
	Iteration 8Q: 3 clusters Score -563430.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -563465.062500 Penalty: 2849.837402
	Iteration 9Q: 3 clusters Score -563465.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -563499.875000 Penalty: 2849.837402
	Iteration 10Q: 3 clusters Score -563499.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -563530.812500 Penalty: 2849.837402
	Iteration 11Q: 3 clusters Score -563530.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -563569.437500 Penalty: 2849.837402
	Iteration 12Q: 3 clusters Score -563569.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -563605.125000 Penalty: 2849.837402
	Iteration 13Q: 3 clusters Score -563605.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -563638.125000 Penalty: 2849.837402
	Iteration 14Q: 3 clusters Score -563638.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -563681.500000 Penalty: 2849.837402
	Iteration 15Q: 3 clusters Score -563681.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -563745.250000 Penalty: 2849.837402
	Iteration 16Q: 3 clusters Score -563745.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -563816.500000 Penalty: 2849.837402
	Iteration 17Q: 3 clusters Score -563816.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -563908.312500 Penalty: 2849.837402
	Iteration 18Q: 3 clusters Score -563908.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -563996.812500 Penalty: 2849.837402
	Iteration 19Q: 3 clusters Score -563996.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -564081.250000 Penalty: 2849.837402
	Iteration 20F: 3 clusters Score -564081.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -564130.937500 Penalty: 2849.837402
	Iteration 21Q: 3 clusters Score -564130.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -564170.125000 Penalty: 2849.837402
	Iteration 22Q: 3 clusters Score -564170.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -564197.500000 Penalty: 2849.837402
	Iteration 23Q: 3 clusters Score -564197.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -564221.562500 Penalty: 2849.837402
	Iteration 24Q: 3 clusters Score -564221.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -564239.562500 Penalty: 2849.837402
	Iteration 25Q: 3 clusters Score -564239.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -564252.500000 Penalty: 2849.837402
	Iteration 26Q: 3 clusters Score -564252.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -564262.500000 Penalty: 2849.837402
	Iteration 27Q: 3 clusters Score -564262.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -564272.437500 Penalty: 2849.837402
	Iteration 28Q: 3 clusters Score -564272.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -564279.937500 Penalty: 2849.837402
	Iteration 29Q: 3 clusters Score -564279.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -564285.562500 Penalty: 2849.837402
	Iteration 30Q: 3 clusters Score -564285.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -564291.562500 Penalty: 2849.837402
	Iteration 31Q: 3 clusters Score -564291.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -564297.375000 Penalty: 2849.837402
	Iteration 32Q: 3 clusters Score -564297.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -564302.625000 Penalty: 2849.837402
	Iteration 33Q: 3 clusters Score -564302.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -564307.687500 Penalty: 2849.837402
	Iteration 34Q: 3 clusters Score -564307.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -564314.000000 Penalty: 2849.837402
	Iteration 35Q: 3 clusters Score -564314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -564318.500000 Penalty: 2849.837402
	Iteration 36Q: 3 clusters Score -564318.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -564324.750000 Penalty: 2849.837402
	Iteration 37Q: 3 clusters Score -564324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -564330.125000 Penalty: 2849.837402
	Iteration 38Q: 3 clusters Score -564330.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -564336.500000 Penalty: 2849.837402
	Iteration 39Q: 3 clusters Score -564336.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -564340.875000 Penalty: 2849.837402
	Iteration 40F: 3 clusters Score -564340.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -564345.125000 Penalty: 2849.837402
	Iteration 41Q: 3 clusters Score -564345.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -564347.687500 Penalty: 2849.837402
	Iteration 42Q: 3 clusters Score -564347.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -564352.437500 Penalty: 2849.837402
	Iteration 43Q: 3 clusters Score -564352.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -564359.250000 Penalty: 2849.837402
	Iteration 44Q: 3 clusters Score -564359.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -564365.687500 Penalty: 2849.837402
	Iteration 45Q: 3 clusters Score -564365.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -564371.812500 Penalty: 2849.837402
	Iteration 46Q: 3 clusters Score -564371.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -564378.625000 Penalty: 2849.837402
	Iteration 47Q: 3 clusters Score -564378.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -564383.875000 Penalty: 2849.837402
	Iteration 48Q: 3 clusters Score -564383.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -564390.687500 Penalty: 2849.837402
	Iteration 49Q: 3 clusters Score -564390.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -564396.625000 Penalty: 2849.837402
	Iteration 50Q: 3 clusters Score -564396.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -564401.687500 Penalty: 2849.837402
	Iteration 51Q: 3 clusters Score -564401.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -564407.500000 Penalty: 2849.837402
	Iteration 52Q: 3 clusters Score -564407.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -564411.687500 Penalty: 2849.837402
	Iteration 53Q: 3 clusters Score -564411.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -564417.937500 Penalty: 2849.837402
	Iteration 54Q: 3 clusters Score -564417.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -564422.687500 Penalty: 2849.837402
	Iteration 55Q: 3 clusters Score -564422.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -564429.125000 Penalty: 2849.837402
	Iteration 56Q: 3 clusters Score -564429.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -564434.000000 Penalty: 2849.837402
	Iteration 57Q: 3 clusters Score -564434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -564437.062500 Penalty: 2849.837402
	Iteration 58Q: 3 clusters Score -564437.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -564442.625000 Penalty: 2849.837402
	Iteration 59Q: 3 clusters Score -564442.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -564444.125000 Penalty: 2849.837402
	Iteration 60F: 3 clusters Score -564444.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -564448.750000 Penalty: 2849.837402
	Iteration 61Q: 3 clusters Score -564448.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -564453.750000 Penalty: 2849.837402
	Iteration 62Q: 3 clusters Score -564453.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -564458.000000 Penalty: 2849.837402
	Iteration 63Q: 3 clusters Score -564458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -564461.062500 Penalty: 2849.837402
	Iteration 64Q: 3 clusters Score -564461.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -564463.625000 Penalty: 2849.837402
	Iteration 65Q: 3 clusters Score -564463.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -564464.500000 Penalty: 2849.837402
	Iteration 66Q: 3 clusters Score -564464.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -564466.000000 Penalty: 2849.837402
	Iteration 67Q: 3 clusters Score -564466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -564466.062500 Penalty: 2849.837402
	Iteration 68Q: 3 clusters Score -564466.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -564466.812500 Penalty: 2849.837402
	Iteration 69Q: 3 clusters Score -564466.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -564467.312500 Penalty: 2849.837402
	Iteration 70Q: 3 clusters Score -564467.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -564468.062500 Penalty: 2849.837402
	Iteration 71Q: 3 clusters Score -564468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564469.187500 Penalty: 2849.837402
	Iteration 72Q: 3 clusters Score -564469.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -564469.187500 Penalty: 2849.837402
	Iteration 73F: 3 clusters Score -564469.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Entering Unmasked Estep 
Score: -757682.437500 Penalty: 1471.736450
	Iteration 0F: 2 clusters Score -757682.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -751440.000000 Penalty: 2943.472900
	Iteration 0F: 3 clusters Score -751440 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -753340.625000 Penalty: 2943.472900
	Iteration 1F: 3 clusters Score -753340.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -753590.812500 Penalty: 2943.472900
	Iteration 2F: 3 clusters Score -753590.8 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -753833.437500 Penalty: 2943.472900
	Iteration 3F: 3 clusters Score -753833.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -754063.500000 Penalty: 2943.472900
	Iteration 4F: 3 clusters Score -754063.5 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -754306.437500 Penalty: 2943.472900
	Iteration 5F: 3 clusters Score -754306.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -754570.375000 Penalty: 2943.472900
	Iteration 6F: 3 clusters Score -754570.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -754883.375000 Penalty: 2943.472900
	Iteration 7F: 3 clusters Score -754883.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -755232.062500 Penalty: 2943.472900
	Iteration 8F: 3 clusters Score -755232.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -755526.687500 Penalty: 2943.472900
	Iteration 9Q: 3 clusters Score -755526.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -755786.125000 Penalty: 2943.472900
	Iteration 10Q: 3 clusters Score -755786.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -755979.250000 Penalty: 2943.472900
	Iteration 11Q: 3 clusters Score -755979.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -756097.562500 Penalty: 2943.472900
	Iteration 12Q: 3 clusters Score -756097.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -756182.750000 Penalty: 2943.472900
	Iteration 13Q: 3 clusters Score -756182.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -756254.562500 Penalty: 2943.472900
	Iteration 14Q: 3 clusters Score -756254.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -756299.500000 Penalty: 2943.472900
	Iteration 15Q: 3 clusters Score -756299.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -756320.062500 Penalty: 2943.472900
	Iteration 16Q: 3 clusters Score -756320.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -756351.125000 Penalty: 2943.472900
	Iteration 17Q: 3 clusters Score -756351.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -756368.625000 Penalty: 2943.472900
	Iteration 18Q: 3 clusters Score -756368.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -756381.625000 Penalty: 2943.472900
	Iteration 19Q: 3 clusters Score -756381.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -756393.187500 Penalty: 2943.472900
	Iteration 20F: 3 clusters Score -756393.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -756399.687500 Penalty: 2943.472900
	Iteration 21Q: 3 clusters Score -756399.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -756405.687500 Penalty: 2943.472900
	Iteration 22Q: 3 clusters Score -756405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -756407.937500 Penalty: 2943.472900
	Iteration 23Q: 3 clusters Score -756407.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -756409.687500 Penalty: 2943.472900
	Iteration 24Q: 3 clusters Score -756409.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -756409.937500 Penalty: 2943.472900
	Iteration 25Q: 3 clusters Score -756409.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -756410.875000 Penalty: 2943.472900
	Iteration 26Q: 3 clusters Score -756410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -756413.062500 Penalty: 2943.472900
	Iteration 27Q: 3 clusters Score -756413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -756413.625000 Penalty: 2943.472900
	Iteration 28Q: 3 clusters Score -756413.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -756413.875000 Penalty: 2943.472900
	Iteration 29Q: 3 clusters Score -756413.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -756413.875000 Penalty: 2943.472900
	Iteration 30F: 3 clusters Score -756413.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Entering Unmasked Estep 
Score: -1340750.500000 Penalty: 1564.667236
	Iteration 0F: 2 clusters Score -1340750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1330173.625000 Penalty: 3129.334473
	Iteration 0F: 3 clusters Score -1330174 nChanged 6901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1333941.000000 Penalty: 3129.334473
	Iteration 1F: 3 clusters Score -1333941 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1334285.750000 Penalty: 3129.334473
	Iteration 2F: 3 clusters Score -1334286 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1334634.500000 Penalty: 3129.334473
	Iteration 3F: 3 clusters Score -1334634 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1335052.500000 Penalty: 3129.334473
	Iteration 4F: 3 clusters Score -1335052 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1335531.125000 Penalty: 3129.334473
	Iteration 5F: 3 clusters Score -1335531 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1336025.250000 Penalty: 3129.334473
	Iteration 6F: 3 clusters Score -1336025 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1336494.375000 Penalty: 3129.334473
	Iteration 7F: 3 clusters Score -1336494 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -1336957.125000 Penalty: 3129.334473
	Iteration 8F: 3 clusters Score -1336957 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -1337461.250000 Penalty: 3129.334473
	Iteration 9Q: 3 clusters Score -1337461 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1337953.750000 Penalty: 3129.334473
	Iteration 10Q: 3 clusters Score -1337954 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -1338383.875000 Penalty: 3129.334473
	Iteration 11Q: 3 clusters Score -1338384 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -1338680.500000 Penalty: 3129.334473
	Iteration 12Q: 3 clusters Score -1338680 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -1338880.125000 Penalty: 3129.334473
	Iteration 13Q: 3 clusters Score -1338880 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1339038.625000 Penalty: 3129.334473
	Iteration 14Q: 3 clusters Score -1339039 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1339145.250000 Penalty: 3129.334473
	Iteration 15Q: 3 clusters Score -1339145 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -1339213.625000 Penalty: 3129.334473
	Iteration 16Q: 3 clusters Score -1339214 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -1339271.750000 Penalty: 3129.334473
	Iteration 17Q: 3 clusters Score -1339272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -1339300.625000 Penalty: 3129.334473
	Iteration 18Q: 3 clusters Score -1339301 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1339314.625000 Penalty: 3129.334473
	Iteration 19Q: 3 clusters Score -1339315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1339333.000000 Penalty: 3129.334473
	Iteration 20F: 3 clusters Score -1339333 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -1339338.875000 Penalty: 3129.334473
	Iteration 21Q: 3 clusters Score -1339339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1339354.500000 Penalty: 3129.334473
	Iteration 22Q: 3 clusters Score -1339354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1339359.125000 Penalty: 3129.334473
	Iteration 23Q: 3 clusters Score -1339359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 3129.334473
	Iteration 24Q: 3 clusters Score -1339364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1339363.750000 Penalty: 3129.334473
	Iteration 25F: 3 clusters Score -1339364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -79135.710938 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -79135.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -77735.335938 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -77735.34 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -77987.789062 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -77987.79 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -78051.562500 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -78051.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -78084.187500 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -78084.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -78098.257812 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -78098.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -78111.164062 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -78111.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -78125.265625 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -78125.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -78140.125000 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -78140.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -78148.070312 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -78148.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78152.179688 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -78152.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78158.382812 Penalty: 2235.456055
	Iteration 10Q: 3 clusters Score -78158.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -78158.382812 Penalty: 2235.456055
	Iteration 11F: 3 clusters Score -78158.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Entering Unmasked Estep 
Score: -82999.500000 Penalty: 1123.482300
	Iteration 0F: 2 clusters Score -82999.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -81564.148438 Penalty: 2246.964600
	Iteration 0F: 3 clusters Score -81564.15 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -81830.585938 Penalty: 2246.964600
	Iteration 1F: 3 clusters Score -81830.59 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81903.484375 Penalty: 2246.964600
	Iteration 2F: 3 clusters Score -81903.48 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -81934.367188 Penalty: 2246.964600
	Iteration 3Q: 3 clusters Score -81934.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -81950.468750 Penalty: 2246.964600
	Iteration 4Q: 3 clusters Score -81950.47 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -81963.421875 Penalty: 2246.964600
	Iteration 5Q: 3 clusters Score -81963.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -81984.179688 Penalty: 2246.964600
	Iteration 6Q: 3 clusters Score -81984.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -81998.031250 Penalty: 2246.964600
	Iteration 7Q: 3 clusters Score -81998.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -82006.804688 Penalty: 2246.964600
	Iteration 8Q: 3 clusters Score -82006.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -82015.992188 Penalty: 2246.964600
	Iteration 9Q: 3 clusters Score -82015.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -82023.976562 Penalty: 2246.964600
	Iteration 10Q: 3 clusters Score -82023.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -82033.148438 Penalty: 2246.964600
	Iteration 11Q: 3 clusters Score -82033.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82045.781250 Penalty: 2246.964600
	Iteration 12Q: 3 clusters Score -82045.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -82054.023438 Penalty: 2246.964600
	Iteration 13Q: 3 clusters Score -82054.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82058.742188 Penalty: 2246.964600
	Iteration 14Q: 3 clusters Score -82058.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -82066.640625 Penalty: 2246.964600
	Iteration 15Q: 3 clusters Score -82066.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -82070.195312 Penalty: 2246.964600
	Iteration 16Q: 3 clusters Score -82070.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -82071.351562 Penalty: 2246.964600
	Iteration 17Q: 3 clusters Score -82071.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82074.257812 Penalty: 2246.964600
	Iteration 18Q: 3 clusters Score -82074.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82078.515625 Penalty: 2246.964600
	Iteration 19Q: 3 clusters Score -82078.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82082.132812 Penalty: 2246.964600
	Iteration 20F: 3 clusters Score -82082.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82082.804688 Penalty: 2246.964600
	Iteration 21Q: 3 clusters Score -82082.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82084.718750 Penalty: 2246.964600
	Iteration 22Q: 3 clusters Score -82084.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82086.437500 Penalty: 2246.964600
	Iteration 23Q: 3 clusters Score -82086.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82088.078125 Penalty: 2246.964600
	Iteration 24Q: 3 clusters Score -82088.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82089.039062 Penalty: 2246.964600
	Iteration 25Q: 3 clusters Score -82089.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82091.054688 Penalty: 2246.964600
	Iteration 26Q: 3 clusters Score -82091.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -82092.070312 Penalty: 2246.964600
	Iteration 27Q: 3 clusters Score -82092.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -82095.007812 Penalty: 2246.964600
	Iteration 28Q: 3 clusters Score -82095.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82095.515625 Penalty: 2246.964600
	Iteration 29Q: 3 clusters Score -82095.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -82095.515625 Penalty: 2246.964600
	Iteration 30F: 3 clusters Score -82095.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Entering Unmasked Estep 
Score: -273773.562500 Penalty: 1313.991699
	Iteration 0F: 2 clusters Score -273773.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -270916.937500 Penalty: 2627.983398
	Iteration 0F: 3 clusters Score -270916.9 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -271636.031250 Penalty: 2627.983398
	Iteration 1F: 3 clusters Score -271636 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -271853.781250 Penalty: 2627.983398
	Iteration 2F: 3 clusters Score -271853.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -272008.468750 Penalty: 2627.983398
	Iteration 3F: 3 clusters Score -272008.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -272169.843750 Penalty: 2627.983398
	Iteration 4F: 3 clusters Score -272169.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -272326.593750 Penalty: 2627.983398
	Iteration 5F: 3 clusters Score -272326.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -272498.562500 Penalty: 2627.983398
	Iteration 6F: 3 clusters Score -272498.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -272664.000000 Penalty: 2627.983398
	Iteration 7Q: 3 clusters Score -272664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -272794.562500 Penalty: 2627.983398
	Iteration 8Q: 3 clusters Score -272794.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272906.937500 Penalty: 2627.983398
	Iteration 9Q: 3 clusters Score -272906.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -273010.375000 Penalty: 2627.983398
	Iteration 10Q: 3 clusters Score -273010.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -273090.812500 Penalty: 2627.983398
	Iteration 11Q: 3 clusters Score -273090.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -273144.281250 Penalty: 2627.983398
	Iteration 12Q: 3 clusters Score -273144.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -273175.250000 Penalty: 2627.983398
	Iteration 13Q: 3 clusters Score -273175.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -273190.218750 Penalty: 2627.983398
	Iteration 14Q: 3 clusters Score -273190.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -273206.437500 Penalty: 2627.983398
	Iteration 15Q: 3 clusters Score -273206.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -273231.687500 Penalty: 2627.983398
	Iteration 16Q: 3 clusters Score -273231.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -273261.156250 Penalty: 2627.983398
	Iteration 17Q: 3 clusters Score -273261.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -273281.250000 Penalty: 2627.983398
	Iteration 18Q: 3 clusters Score -273281.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -273292.656250 Penalty: 2627.983398
	Iteration 19Q: 3 clusters Score -273292.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -273301.218750 Penalty: 2627.983398
	Iteration 20F: 3 clusters Score -273301.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -273305.906250 Penalty: 2627.983398
	Iteration 21Q: 3 clusters Score -273305.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -273310.500000 Penalty: 2627.983398
	Iteration 22Q: 3 clusters Score -273310.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -273312.406250 Penalty: 2627.983398
	Iteration 23Q: 3 clusters Score -273312.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -273313.468750 Penalty: 2627.983398
	Iteration 24Q: 3 clusters Score -273313.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -273314.718750 Penalty: 2627.983398
	Iteration 25Q: 3 clusters Score -273314.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -273315.000000 Penalty: 2627.983398
	Iteration 26Q: 3 clusters Score -273315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -273315.656250 Penalty: 2627.983398
	Iteration 27Q: 3 clusters Score -273315.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -273316.250000 Penalty: 2627.983398
	Iteration 28Q: 3 clusters Score -273316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -273316.781250 Penalty: 2627.983398
	Iteration 29Q: 3 clusters Score -273316.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -273317.781250 Penalty: 2627.983398
	Iteration 30Q: 3 clusters Score -273317.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -273318.625000 Penalty: 2627.983398
	Iteration 31Q: 3 clusters Score -273318.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -273320.625000 Penalty: 2627.983398
	Iteration 32Q: 3 clusters Score -273320.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -273324.625000 Penalty: 2627.983398
	Iteration 33Q: 3 clusters Score -273324.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -273334.468750 Penalty: 2627.983398
	Iteration 34Q: 3 clusters Score -273334.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -273353.343750 Penalty: 2627.983398
	Iteration 35Q: 3 clusters Score -273353.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -273390.062500 Penalty: 2627.983398
	Iteration 36Q: 3 clusters Score -273390.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -273430.250000 Penalty: 2627.983398
	Iteration 37Q: 3 clusters Score -273430.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -273463.562500 Penalty: 2627.983398
	Iteration 38Q: 3 clusters Score -273463.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -273474.031250 Penalty: 2627.983398
	Iteration 39Q: 3 clusters Score -273474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -273479.187500 Penalty: 2627.983398
	Iteration 40F: 3 clusters Score -273479.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -273482.750000 Penalty: 2627.983398
	Iteration 41Q: 3 clusters Score -273482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -273485.156250 Penalty: 2627.983398
	Iteration 42Q: 3 clusters Score -273485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -273487.187500 Penalty: 2627.983398
	Iteration 43Q: 3 clusters Score -273487.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -273488.500000 Penalty: 2627.983398
	Iteration 44Q: 3 clusters Score -273488.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -273490.750000 Penalty: 2627.983398
	Iteration 45Q: 3 clusters Score -273490.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -273492.312500 Penalty: 2627.983398
	Iteration 46Q: 3 clusters Score -273492.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -273493.312500 Penalty: 2627.983398
	Iteration 47Q: 3 clusters Score -273493.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -273494.687500 Penalty: 2627.983398
	Iteration 48Q: 3 clusters Score -273494.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -273495.125000 Penalty: 2627.983398
	Iteration 49Q: 3 clusters Score -273495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -273495.125000 Penalty: 2627.983398
	Iteration 50F: 3 clusters Score -273495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3516 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11204 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5443 members 
Mstep: Class 11 contains 7663 members 
Mstep: Class 12 contains 15462 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11081 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12651 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5605 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 4404 members 
Mstep: Class 25 contains 32249 members 
Mstep: Class 26 contains 2555 members 
Mstep: Class 27 contains 7912 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 944 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20319 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2121 members 
Mstep: Class 34 contains 78600 members 
Mstep: Class 35 contains 8986 members 
Mstep: Class 36 contains 1106 members 
Mstep: Class 37 contains 1958 members 
Mstep: Class 38 contains 6709 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2057 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8577 members 
Mstep: Class 44 contains 15195 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891916.000000 Penalty: 97874.718750
Iteration 119Q: 47 clusters Score -4.089192e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5116 members 
Mstep: Class 3 contains 2245 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3505 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11206 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5433 members 
Mstep: Class 11 contains 7661 members 
Mstep: Class 12 contains 15461 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11077 members 
Mstep: Class 15 contains 3095 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12662 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9189 members 
Mstep: Class 24 contains 4409 members 
Mstep: Class 25 contains 32370 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7910 members 
Mstep: Class 28 contains 11788 members 
Mstep: Class 29 contains 945 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20328 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2120 members 
Mstep: Class 34 contains 78480 members 
Mstep: Class 35 contains 8985 members 
Mstep: Class 36 contains 1105 members 
Mstep: Class 37 contains 1955 members 
Mstep: Class 38 contains 6712 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2058 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 8590 members 
Mstep: Class 44 contains 15188 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891940.000000 Penalty: 97874.718750
Iteration 120F: 47 clusters Score -4.089194e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 2242 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5422 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15458 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11071 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 950 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12675 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107596 members 
Mstep: Class 23 contains 9191 members 
Mstep: Class 24 contains 4412 members 
Mstep: Class 25 contains 32451 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 11791 members 
Mstep: Class 29 contains 946 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 20343 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2118 members 
Mstep: Class 34 contains 78384 members 
Mstep: Class 35 contains 8983 members 
Mstep: Class 36 contains 1104 members 
Mstep: Class 37 contains 1957 members 
Mstep: Class 38 contains 6716 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6433 members 
Mstep: Class 43 contains 8600 members 
Mstep: Class 44 contains 15184 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891960.000000 Penalty: 97874.718750
Iteration 121Q: 47 clusters Score -4.089196e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 2240 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3498 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11207 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15455 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11066 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 951 members 
Mstep: Class 17 contains 1422 members 
Mstep: Class 18 contains 12682 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107596 members 
Mstep: Class 23 contains 9191 members 
Mstep: Class 24 contains 4417 members 
Mstep: Class 25 contains 32500 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7909 members 
Mstep: Class 28 contains 11793 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20355 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2116 members 
Mstep: Class 34 contains 78320 members 
Mstep: Class 35 contains 8982 members 
Mstep: Class 36 contains 1103 members 
Mstep: Class 37 contains 1958 members 
Mstep: Class 38 contains 6717 members 
Mstep: Class 39 contains 1612 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8606 members 
Mstep: Class 44 contains 15188 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40891892.000000 Penalty: 97874.718750
Iteration 122Q: 47 clusters Score -4.089189e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 2237 members 
Mstep: Class 4 contains 38264 members 
Mstep: Class 5 contains 3493 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11208 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 5413 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11062 members 
Mstep: Class 15 contains 3094 members 
Mstep: Class 16 contains 952 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12690 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107598 members 
Mstep: Class 23 contains 9192 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 32543 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7908 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2626 members 
Mstep: Class 31 contains 20368 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 78265 members 
Mstep: Class 35 contains 8977 members 
Mstep: Class 36 contains 1101 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6724 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8613 members 
Mstep: Class 44 contains 15184 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892020.000000 Penalty: 97874.718750
Iteration 123Q: 47 clusters Score -4.089202e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 2236 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3491 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11209 members 
Mstep: Class 9 contains 9640 members 
Mstep: Class 10 contains 5411 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11057 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12697 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107597 members 
Mstep: Class 23 contains 9193 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 32568 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 11793 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2627 members 
Mstep: Class 31 contains 20376 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 78227 members 
Mstep: Class 35 contains 8979 members 
Mstep: Class 36 contains 1096 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6728 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8622 members 
Mstep: Class 44 contains 15182 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892024.000000 Penalty: 97874.718750
Iteration 124Q: 47 clusters Score -4.089202e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11211 members 
Mstep: Class 9 contains 9641 members 
Mstep: Class 10 contains 5410 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15452 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11052 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12700 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107595 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4419 members 
Mstep: Class 25 contains 32590 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7904 members 
Mstep: Class 28 contains 11793 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2629 members 
Mstep: Class 31 contains 20380 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2111 members 
Mstep: Class 34 contains 78200 members 
Mstep: Class 35 contains 8980 members 
Mstep: Class 36 contains 1091 members 
Mstep: Class 37 contains 1960 members 
Mstep: Class 38 contains 6732 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 8631 members 
Mstep: Class 44 contains 15183 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892044.000000 Penalty: 97874.718750
Iteration 125Q: 47 clusters Score -4.089204e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11214 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 5406 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11048 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 953 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12706 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9193 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 32609 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 11793 members 
Mstep: Class 29 contains 948 members 
Mstep: Class 30 contains 2628 members 
Mstep: Class 31 contains 20388 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2108 members 
Mstep: Class 34 contains 78175 members 
Mstep: Class 35 contains 8980 members 
Mstep: Class 36 contains 1089 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6737 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 8637 members 
Mstep: Class 44 contains 15181 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892004.000000 Penalty: 97874.718750
Iteration 126Q: 47 clusters Score -4.0892e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 5403 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11040 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12711 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 32617 members 
Mstep: Class 26 contains 2554 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 948 members 
Mstep: Class 30 contains 2628 members 
Mstep: Class 31 contains 20393 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 78150 members 
Mstep: Class 35 contains 8983 members 
Mstep: Class 36 contains 1082 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6743 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 8646 members 
Mstep: Class 44 contains 15179 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892088.000000 Penalty: 97874.718750
Iteration 127Q: 47 clusters Score -4.089209e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3483 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5400 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15451 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11030 members 
Mstep: Class 15 contains 3093 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12714 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4423 members 
Mstep: Class 25 contains 32627 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2629 members 
Mstep: Class 31 contains 20396 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2107 members 
Mstep: Class 34 contains 78138 members 
Mstep: Class 35 contains 8983 members 
Mstep: Class 36 contains 1073 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6749 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 8654 members 
Mstep: Class 44 contains 15178 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892052.000000 Penalty: 97874.718750
Iteration 128Q: 47 clusters Score -4.089205e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3482 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 5388 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15450 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11020 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12717 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 32632 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11796 members 
Mstep: Class 29 contains 949 members 
Mstep: Class 30 contains 2630 members 
Mstep: Class 31 contains 20398 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2106 members 
Mstep: Class 34 contains 78131 members 
Mstep: Class 35 contains 8982 members 
Mstep: Class 36 contains 1070 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6758 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 8671 members 
Mstep: Class 44 contains 15178 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892072.000000 Penalty: 97874.718750
Iteration 129Q: 47 clusters Score -4.089207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3484 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5378 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15449 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11012 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12718 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4424 members 
Mstep: Class 25 contains 32635 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 950 members 
Mstep: Class 30 contains 2630 members 
Mstep: Class 31 contains 20400 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78122 members 
Mstep: Class 35 contains 8984 members 
Mstep: Class 36 contains 1066 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6761 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 8681 members 
Mstep: Class 44 contains 15179 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892036.000000 Penalty: 97874.718750
Iteration 130Q: 47 clusters Score -4.089204e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5125 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5366 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15448 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11008 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12722 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 4426 members 
Mstep: Class 25 contains 32635 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 2630 members 
Mstep: Class 31 contains 20403 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78112 members 
Mstep: Class 35 contains 8985 members 
Mstep: Class 36 contains 1064 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6763 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 8696 members 
Mstep: Class 44 contains 15178 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1005 members 
Mstep: Class 47 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892088.000000 Penalty: 97874.718750
Iteration 131Q: 47 clusters Score -4.089209e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5125 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 5355 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15448 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 11003 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12726 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 32637 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 2630 members 
Mstep: Class 31 contains 20406 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78100 members 
Mstep: Class 35 contains 8988 members 
Mstep: Class 36 contains 1060 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6765 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6425 members 
Mstep: Class 43 contains 8710 members 
Mstep: Class 44 contains 15179 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1006 members 
Mstep: Class 47 contains 3257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892108.000000 Penalty: 97874.718750
Iteration 132Q: 47 clusters Score -4.089211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5125 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9646 members 
Mstep: Class 10 contains 5350 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15447 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10996 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12729 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4426 members 
Mstep: Class 25 contains 32634 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 2631 members 
Mstep: Class 31 contains 20408 members 
Mstep: Class 32 contains 2461 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78093 members 
Mstep: Class 35 contains 8989 members 
Mstep: Class 36 contains 1056 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6769 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6427 members 
Mstep: Class 43 contains 8724 members 
Mstep: Class 44 contains 15177 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1007 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892188.000000 Penalty: 97874.718750
Iteration 133Q: 47 clusters Score -4.089219e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 5342 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15445 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10989 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12730 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 4427 members 
Mstep: Class 25 contains 32632 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 2632 members 
Mstep: Class 31 contains 20408 members 
Mstep: Class 32 contains 2460 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78088 members 
Mstep: Class 35 contains 8990 members 
Mstep: Class 36 contains 1054 members 
Mstep: Class 37 contains 1959 members 
Mstep: Class 38 contains 6770 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8738 members 
Mstep: Class 44 contains 15176 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1009 members 
Mstep: Class 47 contains 3261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892192.000000 Penalty: 97874.718750
Iteration 134Q: 47 clusters Score -4.089219e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9646 members 
Mstep: Class 10 contains 5332 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10988 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12733 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4429 members 
Mstep: Class 25 contains 32633 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 952 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20408 members 
Mstep: Class 32 contains 2459 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78082 members 
Mstep: Class 35 contains 8991 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1957 members 
Mstep: Class 38 contains 6770 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6433 members 
Mstep: Class 43 contains 8750 members 
Mstep: Class 44 contains 15173 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1012 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892188.000000 Penalty: 97874.718750
Iteration 135Q: 47 clusters Score -4.089219e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38263 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11216 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5325 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 3092 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12736 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4431 members 
Mstep: Class 25 contains 32632 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11800 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20409 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2104 members 
Mstep: Class 34 contains 78077 members 
Mstep: Class 35 contains 8992 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6770 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6436 members 
Mstep: Class 43 contains 8757 members 
Mstep: Class 44 contains 15173 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1014 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892168.000000 Penalty: 97874.718750
Iteration 136Q: 47 clusters Score -4.089217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9648 members 
Mstep: Class 10 contains 5317 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10985 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12739 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9196 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 32635 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20410 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2103 members 
Mstep: Class 34 contains 78072 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6769 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6437 members 
Mstep: Class 43 contains 8765 members 
Mstep: Class 44 contains 15171 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892160.000000 Penalty: 97874.718750
Iteration 137Q: 47 clusters Score -4.089216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5307 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10981 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12743 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4433 members 
Mstep: Class 25 contains 32637 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20409 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2103 members 
Mstep: Class 34 contains 78070 members 
Mstep: Class 35 contains 8992 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6770 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2059 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6436 members 
Mstep: Class 43 contains 8776 members 
Mstep: Class 44 contains 15174 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892164.000000 Penalty: 97874.718750
Iteration 138Q: 47 clusters Score -4.089216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10974 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12748 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 32637 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 78060 members 
Mstep: Class 35 contains 8992 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6772 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6436 members 
Mstep: Class 43 contains 8791 members 
Mstep: Class 44 contains 15175 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892140.000000 Penalty: 97874.718750
Iteration 139Q: 47 clusters Score -4.089214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3485 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5283 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10971 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12749 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107593 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 32642 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11799 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 78051 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6775 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6436 members 
Mstep: Class 43 contains 8803 members 
Mstep: Class 44 contains 15175 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 97874.718750
Iteration 140F: 47 clusters Score -4.089215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5124 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3486 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5270 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10967 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12751 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107593 members 
Mstep: Class 23 contains 9194 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 32645 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11798 members 
Mstep: Class 29 contains 953 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20415 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 78045 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6778 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6433 members 
Mstep: Class 43 contains 8819 members 
Mstep: Class 44 contains 15175 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 97874.718750
Iteration 141Q: 47 clusters Score -4.089215e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5126 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3487 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5259 members 
Mstep: Class 11 contains 7660 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10962 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12754 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107593 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 32648 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11797 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20414 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2102 members 
Mstep: Class 34 contains 78036 members 
Mstep: Class 35 contains 8996 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6785 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6435 members 
Mstep: Class 43 contains 8825 members 
Mstep: Class 44 contains 15175 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892184.000000 Penalty: 97874.718750
Iteration 142Q: 47 clusters Score -4.089218e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9647 members 
Mstep: Class 10 contains 5248 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10960 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1421 members 
Mstep: Class 18 contains 12754 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107593 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 32652 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11796 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 2633 members 
Mstep: Class 31 contains 20415 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2100 members 
Mstep: Class 34 contains 78030 members 
Mstep: Class 35 contains 8996 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6792 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2060 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 8835 members 
Mstep: Class 44 contains 15171 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892180.000000 Penalty: 97874.718750
Iteration 143Q: 47 clusters Score -4.089218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9646 members 
Mstep: Class 10 contains 5237 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10954 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 12755 members 
Mstep: Class 19 contains 1506 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107593 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4435 members 
Mstep: Class 25 contains 32656 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7901 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 954 members 
Mstep: Class 30 contains 2635 members 
Mstep: Class 31 contains 20417 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2099 members 
Mstep: Class 34 contains 78023 members 
Mstep: Class 35 contains 8996 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6799 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2061 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6434 members 
Mstep: Class 43 contains 8849 members 
Mstep: Class 44 contains 15170 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892204.000000 Penalty: 97874.718750
Iteration 144Q: 47 clusters Score -4.08922e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38262 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11217 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 5229 members 
Mstep: Class 11 contains 7659 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10946 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12757 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4437 members 
Mstep: Class 25 contains 32660 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2636 members 
Mstep: Class 31 contains 20417 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2098 members 
Mstep: Class 34 contains 78012 members 
Mstep: Class 35 contains 8995 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6806 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8870 members 
Mstep: Class 44 contains 15166 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892188.000000 Penalty: 97874.718750
Iteration 145Q: 47 clusters Score -4.089219e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 9644 members 
Mstep: Class 10 contains 5213 members 
Mstep: Class 11 contains 7658 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10939 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5602 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9197 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 32662 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7902 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20420 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 78001 members 
Mstep: Class 35 contains 8996 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6813 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8894 members 
Mstep: Class 44 contains 15163 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892176.000000 Penalty: 97874.718750
Iteration 146Q: 47 clusters Score -4.089218e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5127 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5200 members 
Mstep: Class 11 contains 7655 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10937 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12760 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9198 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 2553 members 
Mstep: Class 27 contains 7903 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2636 members 
Mstep: Class 31 contains 20417 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77998 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6820 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6432 members 
Mstep: Class 43 contains 8913 members 
Mstep: Class 44 contains 15158 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892132.000000 Penalty: 97874.718750
Iteration 147Q: 47 clusters Score -4.089213e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5128 members 
Mstep: Class 3 contains 2235 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11219 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5189 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10934 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12762 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5604 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 32663 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7904 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20416 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77996 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1053 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6828 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6431 members 
Mstep: Class 43 contains 8928 members 
Mstep: Class 44 contains 15156 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892104.000000 Penalty: 97874.718750
Iteration 148Q: 47 clusters Score -4.08921e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5183 members 
Mstep: Class 11 contains 7650 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10932 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12763 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4439 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20413 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77991 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1052 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6830 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6429 members 
Mstep: Class 43 contains 8941 members 
Mstep: Class 44 contains 15156 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892088.000000 Penalty: 97874.718750
Iteration 149Q: 47 clusters Score -4.089209e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5178 members 
Mstep: Class 11 contains 7648 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10930 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12765 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4440 members 
Mstep: Class 25 contains 32666 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7905 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77988 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1050 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6832 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6428 members 
Mstep: Class 43 contains 8952 members 
Mstep: Class 44 contains 15155 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892120.000000 Penalty: 97874.718750
Iteration 150Q: 47 clusters Score -4.089212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5173 members 
Mstep: Class 11 contains 7647 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3091 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12767 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5603 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4441 members 
Mstep: Class 25 contains 32666 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2455 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77984 members 
Mstep: Class 35 contains 8993 members 
Mstep: Class 36 contains 1049 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6832 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6430 members 
Mstep: Class 43 contains 8960 members 
Mstep: Class 44 contains 15154 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892128.000000 Penalty: 97874.718750
Iteration 151Q: 47 clusters Score -4.089213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5168 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12770 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5601 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9199 members 
Mstep: Class 24 contains 4442 members 
Mstep: Class 25 contains 32666 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7907 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20409 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77983 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1047 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6435 members 
Mstep: Class 43 contains 8964 members 
Mstep: Class 44 contains 15154 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892120.000000 Penalty: 97874.718750
Iteration 152Q: 47 clusters Score -4.089212e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5129 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5165 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15443 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 3090 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12776 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107592 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4443 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2552 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20410 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77973 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1044 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6438 members 
Mstep: Class 43 contains 8969 members 
Mstep: Class 44 contains 15156 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892148.000000 Penalty: 97874.718750
Iteration 153Q: 47 clusters Score -4.089215e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5162 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3089 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12782 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9201 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2551 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11795 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77966 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6439 members 
Mstep: Class 43 contains 8971 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1015 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892152.000000 Penalty: 97874.718750
Iteration 154Q: 47 clusters Score -4.089215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5161 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12787 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9201 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20412 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77959 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6440 members 
Mstep: Class 43 contains 8974 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892180.000000 Penalty: 97874.718750
Iteration 155Q: 47 clusters Score -4.089218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5158 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10925 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12789 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77960 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6442 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892188.000000 Penalty: 97874.718750
Iteration 156Q: 47 clusters Score -4.089219e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5157 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12792 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77957 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6442 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892200.000000 Penalty: 97874.718750
Iteration 157Q: 47 clusters Score -4.08922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5155 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12793 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32664 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77957 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6442 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15158 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892204.000000 Penalty: 97874.718750
Iteration 158Q: 47 clusters Score -4.08922e+07 nChanged 5
Entering ConstructFrom: 
Score: -40892204.000000 Penalty: 97874.718750
Entering ConstructFrom: 
Trying to split cluster 1 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -350738.843750 Penalty: 1348.593506
	Iteration 0F: 2 clusters Score -350738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -347406.625000 Penalty: 2697.187012
	Iteration 0F: 3 clusters Score -347406.6 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -348299.687500 Penalty: 2697.187012
	Iteration 1F: 3 clusters Score -348299.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -348443.343750 Penalty: 2697.187012
	Iteration 2F: 3 clusters Score -348443.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -348536.687500 Penalty: 2697.187012
	Iteration 3Q: 3 clusters Score -348536.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -348610.843750 Penalty: 2697.187012
	Iteration 4Q: 3 clusters Score -348610.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -348654.906250 Penalty: 2697.187012
	Iteration 5Q: 3 clusters Score -348654.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -348695.312500 Penalty: 2697.187012
	Iteration 6Q: 3 clusters Score -348695.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -348733.281250 Penalty: 2697.187012
	Iteration 7Q: 3 clusters Score -348733.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -348784.406250 Penalty: 2697.187012
	Iteration 8Q: 3 clusters Score -348784.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -348858.187500 Penalty: 2697.187012
	Iteration 9Q: 3 clusters Score -348858.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -348925.937500 Penalty: 2697.187012
	Iteration 10Q: 3 clusters Score -348925.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -348983.781250 Penalty: 2697.187012
	Iteration 11Q: 3 clusters Score -348983.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -349043.593750 Penalty: 2697.187012
	Iteration 12Q: 3 clusters Score -349043.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -349101.406250 Penalty: 2697.187012
	Iteration 13Q: 3 clusters Score -349101.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -349153.687500 Penalty: 2697.187012
	Iteration 14Q: 3 clusters Score -349153.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -349216.562500 Penalty: 2697.187012
	Iteration 15Q: 3 clusters Score -349216.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -349265.968750 Penalty: 2697.187012
	Iteration 16Q: 3 clusters Score -349266 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -349320.687500 Penalty: 2697.187012
	Iteration 17Q: 3 clusters Score -349320.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -349371.406250 Penalty: 2697.187012
	Iteration 18Q: 3 clusters Score -349371.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -349412.531250 Penalty: 2697.187012
	Iteration 19Q: 3 clusters Score -349412.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -349436.687500 Penalty: 2697.187012
	Iteration 20F: 3 clusters Score -349436.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -349453.812500 Penalty: 2697.187012
	Iteration 21Q: 3 clusters Score -349453.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -349471.218750 Penalty: 2697.187012
	Iteration 22Q: 3 clusters Score -349471.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -349490.625000 Penalty: 2697.187012
	Iteration 23Q: 3 clusters Score -349490.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -349507.500000 Penalty: 2697.187012
	Iteration 24Q: 3 clusters Score -349507.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -349522.250000 Penalty: 2697.187012
	Iteration 25Q: 3 clusters Score -349522.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -349534.906250 Penalty: 2697.187012
	Iteration 26Q: 3 clusters Score -349534.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -349545.250000 Penalty: 2697.187012
	Iteration 27Q: 3 clusters Score -349545.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -349553.156250 Penalty: 2697.187012
	Iteration 28Q: 3 clusters Score -349553.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -349565.156250 Penalty: 2697.187012
	Iteration 29Q: 3 clusters Score -349565.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -349574.093750 Penalty: 2697.187012
	Iteration 30Q: 3 clusters Score -349574.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -349579.906250 Penalty: 2697.187012
	Iteration 31Q: 3 clusters Score -349579.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -349582.593750 Penalty: 2697.187012
	Iteration 32Q: 3 clusters Score -349582.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -349583.750000 Penalty: 2697.187012
	Iteration 33Q: 3 clusters Score -349583.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -349585.031250 Penalty: 2697.187012
	Iteration 34Q: 3 clusters Score -349585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -349586.125000 Penalty: 2697.187012
	Iteration 35Q: 3 clusters Score -349586.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -349586.125000 Penalty: 2697.187012
	Iteration 36F: 3 clusters Score -349586.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -459756.125000 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -459756.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -455712.312500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -455712.3 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -456862.500000 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -456862.5 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -457176.625000 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -457176.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -457484.187500 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -457484.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -457788.187500 Penalty: 2776.429932
	Iteration 4F: 3 clusters Score -457788.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -458033.500000 Penalty: 2776.429932
	Iteration 5F: 3 clusters Score -458033.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -458233.375000 Penalty: 2776.429932
	Iteration 6F: 3 clusters Score -458233.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -458384.343750 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -458384.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -458477.781250 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -458477.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -458531.625000 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -458531.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -458565.062500 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -458565.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -458588.625000 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -458588.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -458611.656250 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -458611.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -458639.093750 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -458639.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -458672.656250 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -458672.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -458692.781250 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -458692.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -458707.750000 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -458707.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -458719.500000 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -458719.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -458734.968750 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -458735 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -458748.687500 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -458748.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -458761.750000 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -458761.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -458772.343750 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -458772.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -458785.468750 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -458785.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -458796.375000 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -458796.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -458808.843750 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -458808.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -458820.812500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -458820.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -458829.437500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -458829.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -458837.093750 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -458837.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -458851.312500 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -458851.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -458871.187500 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -458871.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -458894.906250 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -458894.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -458908.468750 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -458908.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -458918.593750 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -458918.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -458925.156250 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -458925.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -458926.812500 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -458926.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -458929.937500 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -458929.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -458934.750000 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -458934.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -458938.593750 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -458938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -458945.250000 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -458945.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -458949.062500 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -458949.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -458952.312500 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -458952.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -458954.937500 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -458954.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -458959.718750 Penalty: 2776.429932
	Iteration 42Q: 3 clusters Score -458959.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -458965.968750 Penalty: 2776.429932
	Iteration 43Q: 3 clusters Score -458966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -458972.468750 Penalty: 2776.429932
	Iteration 44Q: 3 clusters Score -458972.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -458980.468750 Penalty: 2776.429932
	Iteration 45Q: 3 clusters Score -458980.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -458984.843750 Penalty: 2776.429932
	Iteration 46Q: 3 clusters Score -458984.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -458990.375000 Penalty: 2776.429932
	Iteration 47Q: 3 clusters Score -458990.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -458993.843750 Penalty: 2776.429932
	Iteration 48Q: 3 clusters Score -458993.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -458999.343750 Penalty: 2776.429932
	Iteration 49Q: 3 clusters Score -458999.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -459003.250000 Penalty: 2776.429932
	Iteration 50Q: 3 clusters Score -459003.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -459006.687500 Penalty: 2776.429932
	Iteration 51Q: 3 clusters Score -459006.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -459008.062500 Penalty: 2776.429932
	Iteration 52Q: 3 clusters Score -459008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -459008.718750 Penalty: 2776.429932
	Iteration 53Q: 3 clusters Score -459008.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -459010.312500 Penalty: 2776.429932
	Iteration 54Q: 3 clusters Score -459010.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -459011.468750 Penalty: 2776.429932
	Iteration 55Q: 3 clusters Score -459011.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -459013.281250 Penalty: 2776.429932
	Iteration 56Q: 3 clusters Score -459013.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -459012.625000 Penalty: 2776.429932
	Iteration 57Q: 3 clusters Score -459012.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -459012.625000 Penalty: 2776.429932
	Iteration 58F: 3 clusters Score -459012.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -180088.375000 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -180088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -177914.734375 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -177914.7 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -178700.156250 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -178700.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -179101.250000 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -179101.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -179468.875000 Penalty: 2506.253418
	Iteration 3F: 3 clusters Score -179468.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -179656.500000 Penalty: 2506.253418
	Iteration 4F: 3 clusters Score -179656.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -179742.328125 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -179742.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -179801.187500 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -179801.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -179836.343750 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -179836.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -179851.078125 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -179851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -179859.906250 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -179859.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -179864.093750 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -179864.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -179866.859375 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -179866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -179867.750000 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -179867.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -179867.750000 Penalty: 2506.253418
	Iteration 13F: 3 clusters Score -179867.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (38260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Entering Unmasked Estep 
Score: -3366482.500000 Penalty: 1714.726074
	Iteration 0F: 2 clusters Score -3366482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -3340866.500000 Penalty: 3429.452148
	Iteration 0F: 3 clusters Score -3340866 nChanged 17843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -3350881.250000 Penalty: 3429.452148
	Iteration 1F: 3 clusters Score -3350881 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -3351418.250000 Penalty: 3429.452148
	Iteration 2Q: 3 clusters Score -3351418 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -3352096.500000 Penalty: 3429.452148
	Iteration 3Q: 3 clusters Score -3352096 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -3352871.750000 Penalty: 3429.452148
	Iteration 4Q: 3 clusters Score -3352872 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -3354013.750000 Penalty: 3429.452148
	Iteration 5F: 3 clusters Score -3354014 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -3355545.250000 Penalty: 3429.452148
	Iteration 6F: 3 clusters Score -3355545 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -3357299.750000 Penalty: 3429.452148
	Iteration 7F: 3 clusters Score -3357300 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25652 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -3358881.250000 Penalty: 3429.452148
	Iteration 8F: 3 clusters Score -3358881 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -3360096.750000 Penalty: 3429.452148
	Iteration 9F: 3 clusters Score -3360097 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -3360944.750000 Penalty: 3429.452148
	Iteration 10Q: 3 clusters Score -3360945 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -3361601.500000 Penalty: 3429.452148
	Iteration 11Q: 3 clusters Score -3361602 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30237 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -3362134.750000 Penalty: 3429.452148
	Iteration 12Q: 3 clusters Score -3362135 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -3362652.750000 Penalty: 3429.452148
	Iteration 13Q: 3 clusters Score -3362653 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -3363087.750000 Penalty: 3429.452148
	Iteration 14Q: 3 clusters Score -3363088 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32819 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -3363448.000000 Penalty: 3429.452148
	Iteration 15Q: 3 clusters Score -3363448 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -3363737.000000 Penalty: 3429.452148
	Iteration 16Q: 3 clusters Score -3363737 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3364008.750000 Penalty: 3429.452148
	Iteration 17Q: 3 clusters Score -3364009 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -3364223.750000 Penalty: 3429.452148
	Iteration 18Q: 3 clusters Score -3364224 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -3364423.500000 Penalty: 3429.452148
	Iteration 19Q: 3 clusters Score -3364424 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35195 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -3364574.500000 Penalty: 3429.452148
	Iteration 20F: 3 clusters Score -3364574 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35448 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -3364687.000000 Penalty: 3429.452148
	Iteration 21Q: 3 clusters Score -3364687 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3364778.750000 Penalty: 3429.452148
	Iteration 22Q: 3 clusters Score -3364779 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3364851.750000 Penalty: 3429.452148
	Iteration 23Q: 3 clusters Score -3364852 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3364914.750000 Penalty: 3429.452148
	Iteration 24Q: 3 clusters Score -3364915 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36127 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3364991.000000 Penalty: 3429.452148
	Iteration 25Q: 3 clusters Score -3364991 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36255 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3365030.000000 Penalty: 3429.452148
	Iteration 26Q: 3 clusters Score -3365030 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -3365069.000000 Penalty: 3429.452148
	Iteration 27Q: 3 clusters Score -3365069 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -3365092.000000 Penalty: 3429.452148
	Iteration 28Q: 3 clusters Score -3365092 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3365110.500000 Penalty: 3429.452148
	Iteration 29Q: 3 clusters Score -3365110 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -3365128.750000 Penalty: 3429.452148
	Iteration 30Q: 3 clusters Score -3365129 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -3365138.000000 Penalty: 3429.452148
	Iteration 31Q: 3 clusters Score -3365138 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3365150.500000 Penalty: 3429.452148
	Iteration 32Q: 3 clusters Score -3365150 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -3365151.250000 Penalty: 3429.452148
	Iteration 33Q: 3 clusters Score -3365151 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3365157.250000 Penalty: 3429.452148
	Iteration 34Q: 3 clusters Score -3365157 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3365165.250000 Penalty: 3429.452148
	Iteration 35Q: 3 clusters Score -3365165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36680 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -3365172.500000 Penalty: 3429.452148
	Iteration 36Q: 3 clusters Score -3365172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3365171.250000 Penalty: 3429.452148
	Iteration 37Q: 3 clusters Score -3365171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3365172.500000 Penalty: 3429.452148
	Iteration 38Q: 3 clusters Score -3365172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3365178.750000 Penalty: 3429.452148
	Iteration 39Q: 3 clusters Score -3365179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -3365180.500000 Penalty: 3429.452148
	Iteration 40F: 3 clusters Score -3365180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3365184.500000 Penalty: 3429.452148
	Iteration 41Q: 3 clusters Score -3365184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -3365185.000000 Penalty: 3429.452148
	Iteration 42Q: 3 clusters Score -3365185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36743 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -3365181.500000 Penalty: 3429.452148
	Iteration 43Q: 3 clusters Score -3365182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36748 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3365179.250000 Penalty: 3429.452148
	Iteration 44Q: 3 clusters Score -3365179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3365182.250000 Penalty: 3429.452148
	Iteration 45Q: 3 clusters Score -3365182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36765 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3365186.750000 Penalty: 3429.452148
	Iteration 46Q: 3 clusters Score -3365187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -3365186.000000 Penalty: 3429.452148
	Iteration 47Q: 3 clusters Score -3365186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3365188.000000 Penalty: 3429.452148
	Iteration 48Q: 3 clusters Score -3365188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3365187.000000 Penalty: 3429.452148
	Iteration 49Q: 3 clusters Score -3365187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36788 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3365185.250000 Penalty: 3429.452148
	Iteration 50Q: 3 clusters Score -3365185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3365182.000000 Penalty: 3429.452148
	Iteration 51Q: 3 clusters Score -3365182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -3365184.500000 Penalty: 3429.452148
	Iteration 52Q: 3 clusters Score -3365184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -3365190.000000 Penalty: 3429.452148
	Iteration 53Q: 3 clusters Score -3365190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3365192.250000 Penalty: 3429.452148
	Iteration 54Q: 3 clusters Score -3365192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -3365194.250000 Penalty: 3429.452148
	Iteration 55Q: 3 clusters Score -3365194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3365194.250000 Penalty: 3429.452148
	Iteration 56Q: 3 clusters Score -3365194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3365197.250000 Penalty: 3429.452148
	Iteration 57Q: 3 clusters Score -3365197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3365198.750000 Penalty: 3429.452148
	Iteration 58Q: 3 clusters Score -3365199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3365199.000000 Penalty: 3429.452148
	Iteration 59Q: 3 clusters Score -3365199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36839 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3365198.250000 Penalty: 3429.452148
	Iteration 60F: 3 clusters Score -3365198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3365199.750000 Penalty: 3429.452148
	Iteration 61Q: 3 clusters Score -3365200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -3365199.750000 Penalty: 3429.452148
	Iteration 62F: 3 clusters Score -3365200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -299841.093750 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -299841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -296836.937500 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -296836.9 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -297581.468750 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -297581.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -297736.656250 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -297736.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -297818.531250 Penalty: 2651.052246
	Iteration 3Q: 3 clusters Score -297818.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -297893.281250 Penalty: 2651.052246
	Iteration 4Q: 3 clusters Score -297893.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -297981.937500 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -297981.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -298044.437500 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -298044.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -298094.187500 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -298094.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -298156.187500 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -298156.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -298206.312500 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -298206.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -298263.937500 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -298263.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -298315.125000 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -298315.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -298351.875000 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -298351.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -298383.875000 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -298383.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -298406.718750 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -298406.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -298428.343750 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -298428.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -298448.031250 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -298448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -298466.968750 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -298467 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -298496.437500 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -298496.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -298524.687500 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -298524.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -298544.062500 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -298544.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -298558.187500 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -298558.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -298571.562500 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -298571.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -298582.906250 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -298582.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -298596.218750 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -298596.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -298614.687500 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -298614.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -298636.750000 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -298636.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -298657.468750 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -298657.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -298674.500000 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -298674.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -298689.093750 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -298689.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -298699.406250 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -298699.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -298708.093750 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -298708.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -298717.500000 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -298717.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -298722.906250 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -298722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -298725.656250 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -298725.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -298729.187500 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -298729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -298732.062500 Penalty: 2651.052246
	Iteration 36Q: 3 clusters Score -298732.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -298734.375000 Penalty: 2651.052246
	Iteration 37Q: 3 clusters Score -298734.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -298734.968750 Penalty: 2651.052246
	Iteration 38Q: 3 clusters Score -298735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -298735.312500 Penalty: 2651.052246
	Iteration 39Q: 3 clusters Score -298735.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -298735.312500 Penalty: 2651.052246
	Iteration 40F: 3 clusters Score -298735.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -233437.937500 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -233437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -230996.812500 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -230996.8 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -231546.593750 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -231546.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -231641.859375 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -231641.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -231705.406250 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -231705.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -231752.000000 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -231752 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -231793.781250 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -231793.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -231830.125000 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -231830.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -231858.218750 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -231858.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -231886.765625 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -231886.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -231918.109375 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -231918.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -231942.718750 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -231942.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -231964.765625 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -231964.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -231986.171875 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -231986.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -232002.656250 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -232002.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -232016.640625 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -232016.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -232028.390625 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -232028.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -232045.140625 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -232045.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -232065.546875 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -232065.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -232083.687500 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -232083.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -232104.515625 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -232104.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -232117.343750 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -232117.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -232127.906250 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -232127.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -232135.812500 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -232135.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -232142.109375 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -232142.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -232154.296875 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -232154.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -232163.500000 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -232163.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -232171.406250 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -232171.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -232175.421875 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -232175.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -232184.187500 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -232184.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -232193.468750 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -232193.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -232202.265625 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -232202.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -232211.421875 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -232211.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -232223.062500 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -232223.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -232236.265625 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -232236.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -232251.203125 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -232251.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -232261.906250 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -232261.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -232271.296875 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -232271.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -232273.531250 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -232273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -232274.203125 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -232274.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -232276.390625 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -232276.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -232278.640625 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -232278.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -232280.390625 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -232280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -232281.250000 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -232281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -232282.187500 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -232282.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -232283.312500 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -232283.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -232284.484375 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -232284.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -232285.718750 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -232285.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -232285.718750 Penalty: 2552.800049
	Iteration 47F: 3 clusters Score -232285.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Entering Unmasked Estep 
Score: -882191.937500 Penalty: 1515.386108
	Iteration 0F: 2 clusters Score -882191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -874242.812500 Penalty: 3030.772217
	Iteration 0F: 3 clusters Score -874242.8 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -877062.187500 Penalty: 3030.772217
	Iteration 1F: 3 clusters Score -877062.2 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -877606.812500 Penalty: 3030.772217
	Iteration 2F: 3 clusters Score -877606.8 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -878340.937500 Penalty: 3030.772217
	Iteration 3F: 3 clusters Score -878340.9 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -879091.937500 Penalty: 3030.772217
	Iteration 4F: 3 clusters Score -879091.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -879718.062500 Penalty: 3030.772217
	Iteration 5F: 3 clusters Score -879718.1 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -880103.562500 Penalty: 3030.772217
	Iteration 6F: 3 clusters Score -880103.6 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -880319.375000 Penalty: 3030.772217
	Iteration 7Q: 3 clusters Score -880319.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -880480.375000 Penalty: 3030.772217
	Iteration 8Q: 3 clusters Score -880480.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -880619.062500 Penalty: 3030.772217
	Iteration 9Q: 3 clusters Score -880619.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -880722.875000 Penalty: 3030.772217
	Iteration 10Q: 3 clusters Score -880722.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -880810.437500 Penalty: 3030.772217
	Iteration 11Q: 3 clusters Score -880810.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -880870.125000 Penalty: 3030.772217
	Iteration 12Q: 3 clusters Score -880870.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -880918.062500 Penalty: 3030.772217
	Iteration 13Q: 3 clusters Score -880918.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -880955.875000 Penalty: 3030.772217
	Iteration 14Q: 3 clusters Score -880955.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -880997.812500 Penalty: 3030.772217
	Iteration 15Q: 3 clusters Score -880997.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -881026.437500 Penalty: 3030.772217
	Iteration 16Q: 3 clusters Score -881026.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -881059.687500 Penalty: 3030.772217
	Iteration 17Q: 3 clusters Score -881059.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -881102.750000 Penalty: 3030.772217
	Iteration 18Q: 3 clusters Score -881102.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -881141.437500 Penalty: 3030.772217
	Iteration 19Q: 3 clusters Score -881141.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -881178.250000 Penalty: 3030.772217
	Iteration 20F: 3 clusters Score -881178.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -881207.937500 Penalty: 3030.772217
	Iteration 21Q: 3 clusters Score -881207.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -881233.375000 Penalty: 3030.772217
	Iteration 22Q: 3 clusters Score -881233.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -881248.750000 Penalty: 3030.772217
	Iteration 23Q: 3 clusters Score -881248.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -881260.875000 Penalty: 3030.772217
	Iteration 24Q: 3 clusters Score -881260.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -881273.687500 Penalty: 3030.772217
	Iteration 25Q: 3 clusters Score -881273.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -881284.750000 Penalty: 3030.772217
	Iteration 26Q: 3 clusters Score -881284.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -881296.812500 Penalty: 3030.772217
	Iteration 27Q: 3 clusters Score -881296.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -881307.250000 Penalty: 3030.772217
	Iteration 28Q: 3 clusters Score -881307.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -881315.875000 Penalty: 3030.772217
	Iteration 29Q: 3 clusters Score -881315.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -881322.375000 Penalty: 3030.772217
	Iteration 30Q: 3 clusters Score -881322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -881325.000000 Penalty: 3030.772217
	Iteration 31Q: 3 clusters Score -881325 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -881327.000000 Penalty: 3030.772217
	Iteration 32Q: 3 clusters Score -881327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -881331.062500 Penalty: 3030.772217
	Iteration 33Q: 3 clusters Score -881331.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -881335.625000 Penalty: 3030.772217
	Iteration 34Q: 3 clusters Score -881335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -881337.875000 Penalty: 3030.772217
	Iteration 35Q: 3 clusters Score -881337.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -881343.312500 Penalty: 3030.772217
	Iteration 36Q: 3 clusters Score -881343.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -881345.062500 Penalty: 3030.772217
	Iteration 37Q: 3 clusters Score -881345.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -881350.375000 Penalty: 3030.772217
	Iteration 38Q: 3 clusters Score -881350.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -881351.437500 Penalty: 3030.772217
	Iteration 39Q: 3 clusters Score -881351.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -881353.000000 Penalty: 3030.772217
	Iteration 40F: 3 clusters Score -881353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -881354.250000 Penalty: 3030.772217
	Iteration 41Q: 3 clusters Score -881354.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -881358.312500 Penalty: 3030.772217
	Iteration 42Q: 3 clusters Score -881358.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -881361.312500 Penalty: 3030.772217
	Iteration 43Q: 3 clusters Score -881361.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -881370.750000 Penalty: 3030.772217
	Iteration 44Q: 3 clusters Score -881370.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -881383.000000 Penalty: 3030.772217
	Iteration 45Q: 3 clusters Score -881383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -881392.437500 Penalty: 3030.772217
	Iteration 46Q: 3 clusters Score -881392.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -881400.000000 Penalty: 3030.772217
	Iteration 47Q: 3 clusters Score -881400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -881406.125000 Penalty: 3030.772217
	Iteration 48Q: 3 clusters Score -881406.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -881413.937500 Penalty: 3030.772217
	Iteration 49Q: 3 clusters Score -881413.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9027 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -881417.937500 Penalty: 3030.772217
	Iteration 50Q: 3 clusters Score -881417.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -881425.937500 Penalty: 3030.772217
	Iteration 51Q: 3 clusters Score -881425.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -881432.687500 Penalty: 3030.772217
	Iteration 52Q: 3 clusters Score -881432.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -881434.125000 Penalty: 3030.772217
	Iteration 53Q: 3 clusters Score -881434.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -881436.687500 Penalty: 3030.772217
	Iteration 54Q: 3 clusters Score -881436.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -881440.062500 Penalty: 3030.772217
	Iteration 55Q: 3 clusters Score -881440.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -881439.687500 Penalty: 3030.772217
	Iteration 56Q: 3 clusters Score -881439.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -881445.250000 Penalty: 3030.772217
	Iteration 57Q: 3 clusters Score -881445.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -881451.500000 Penalty: 3030.772217
	Iteration 58Q: 3 clusters Score -881451.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -881454.687500 Penalty: 3030.772217
	Iteration 59Q: 3 clusters Score -881454.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -881456.312500 Penalty: 3030.772217
	Iteration 60F: 3 clusters Score -881456.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -881460.000000 Penalty: 3030.772217
	Iteration 61Q: 3 clusters Score -881460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -881463.375000 Penalty: 3030.772217
	Iteration 62Q: 3 clusters Score -881463.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -881464.750000 Penalty: 3030.772217
	Iteration 63Q: 3 clusters Score -881464.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -881466.812500 Penalty: 3030.772217
	Iteration 64Q: 3 clusters Score -881466.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -881470.375000 Penalty: 3030.772217
	Iteration 65Q: 3 clusters Score -881470.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -881472.187500 Penalty: 3030.772217
	Iteration 66Q: 3 clusters Score -881472.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -881473.687500 Penalty: 3030.772217
	Iteration 67Q: 3 clusters Score -881473.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -881477.125000 Penalty: 3030.772217
	Iteration 68Q: 3 clusters Score -881477.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -881480.500000 Penalty: 3030.772217
	Iteration 69Q: 3 clusters Score -881480.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -881479.812500 Penalty: 3030.772217
	Iteration 70Q: 3 clusters Score -881479.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -881481.062500 Penalty: 3030.772217
	Iteration 71Q: 3 clusters Score -881481.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -881481.625000 Penalty: 3030.772217
	Iteration 72Q: 3 clusters Score -881481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -881482.625000 Penalty: 3030.772217
	Iteration 73Q: 3 clusters Score -881482.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -881487.812500 Penalty: 3030.772217
	Iteration 74Q: 3 clusters Score -881487.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -881489.062500 Penalty: 3030.772217
	Iteration 75Q: 3 clusters Score -881489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -881489.062500 Penalty: 3030.772217
	Iteration 76Q: 3 clusters Score -881489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -881489.187500 Penalty: 3030.772217
	Iteration 77Q: 3 clusters Score -881489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -881488.750000 Penalty: 3030.772217
	Iteration 78Q: 3 clusters Score -881488.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -881489.562500 Penalty: 3030.772217
	Iteration 79Q: 3 clusters Score -881489.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -881489.812500 Penalty: 3030.772217
	Iteration 80F: 3 clusters Score -881489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -881490.187500 Penalty: 3030.772217
	Iteration 81Q: 3 clusters Score -881490.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -881492.875000 Penalty: 3030.772217
	Iteration 82Q: 3 clusters Score -881492.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -881493.250000 Penalty: 3030.772217
	Iteration 83Q: 3 clusters Score -881493.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -881493.062500 Penalty: 3030.772217
	Iteration 84Q: 3 clusters Score -881493.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -881493.437500 Penalty: 3030.772217
	Iteration 85Q: 3 clusters Score -881493.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -881491.812500 Penalty: 3030.772217
	Iteration 86Q: 3 clusters Score -881491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -881491.812500 Penalty: 3030.772217
	Iteration 87Q: 3 clusters Score -881491.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -881492.250000 Penalty: 3030.772217
	Iteration 88Q: 3 clusters Score -881492.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -881493.375000 Penalty: 3030.772217
	Iteration 89Q: 3 clusters Score -881493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -881494.250000 Penalty: 3030.772217
	Iteration 90Q: 3 clusters Score -881494.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -881497.125000 Penalty: 3030.772217
	Iteration 91Q: 3 clusters Score -881497.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -881496.437500 Penalty: 3030.772217
	Iteration 92Q: 3 clusters Score -881496.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -881496.437500 Penalty: 3030.772217
	Iteration 93F: 3 clusters Score -881496.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -831577.750000 Penalty: 1490.772949
	Iteration 0F: 2 clusters Score -831577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -824638.937500 Penalty: 2981.545898
	Iteration 0F: 3 clusters Score -824638.9 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -826984.187500 Penalty: 2981.545898
	Iteration 1F: 3 clusters Score -826984.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -827394.187500 Penalty: 2981.545898
	Iteration 2F: 3 clusters Score -827394.2 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -827763.750000 Penalty: 2981.545898
	Iteration 3F: 3 clusters Score -827763.8 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -828089.375000 Penalty: 2981.545898
	Iteration 4F: 3 clusters Score -828089.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -828411.562500 Penalty: 2981.545898
	Iteration 5F: 3 clusters Score -828411.6 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -828751.125000 Penalty: 2981.545898
	Iteration 6F: 3 clusters Score -828751.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -829129.875000 Penalty: 2981.545898
	Iteration 7F: 3 clusters Score -829129.9 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -829448.125000 Penalty: 2981.545898
	Iteration 8Q: 3 clusters Score -829448.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -829662.750000 Penalty: 2981.545898
	Iteration 9Q: 3 clusters Score -829662.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -829807.375000 Penalty: 2981.545898
	Iteration 10Q: 3 clusters Score -829807.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -829900.625000 Penalty: 2981.545898
	Iteration 11Q: 3 clusters Score -829900.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -829981.437500 Penalty: 2981.545898
	Iteration 12Q: 3 clusters Score -829981.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -830046.875000 Penalty: 2981.545898
	Iteration 13Q: 3 clusters Score -830046.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -830094.937500 Penalty: 2981.545898
	Iteration 14Q: 3 clusters Score -830094.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -830132.062500 Penalty: 2981.545898
	Iteration 15Q: 3 clusters Score -830132.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -830167.187500 Penalty: 2981.545898
	Iteration 16Q: 3 clusters Score -830167.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -830204.875000 Penalty: 2981.545898
	Iteration 17Q: 3 clusters Score -830204.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -830233.250000 Penalty: 2981.545898
	Iteration 18Q: 3 clusters Score -830233.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -830247.875000 Penalty: 2981.545898
	Iteration 19Q: 3 clusters Score -830247.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -830253.625000 Penalty: 2981.545898
	Iteration 20F: 3 clusters Score -830253.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -830258.062500 Penalty: 2981.545898
	Iteration 21Q: 3 clusters Score -830258.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -830262.562500 Penalty: 2981.545898
	Iteration 22Q: 3 clusters Score -830262.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -830268.812500 Penalty: 2981.545898
	Iteration 23Q: 3 clusters Score -830268.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -830274.187500 Penalty: 2981.545898
	Iteration 24Q: 3 clusters Score -830274.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -830279.562500 Penalty: 2981.545898
	Iteration 25Q: 3 clusters Score -830279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -830281.125000 Penalty: 2981.545898
	Iteration 26Q: 3 clusters Score -830281.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -830287.437500 Penalty: 2981.545898
	Iteration 27Q: 3 clusters Score -830287.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -830293.062500 Penalty: 2981.545898
	Iteration 28Q: 3 clusters Score -830293.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -830299.562500 Penalty: 2981.545898
	Iteration 29Q: 3 clusters Score -830299.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -830305.812500 Penalty: 2981.545898
	Iteration 30Q: 3 clusters Score -830305.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -830317.875000 Penalty: 2981.545898
	Iteration 31Q: 3 clusters Score -830317.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -830324.375000 Penalty: 2981.545898
	Iteration 32Q: 3 clusters Score -830324.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -830329.437500 Penalty: 2981.545898
	Iteration 33Q: 3 clusters Score -830329.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -830329.687500 Penalty: 2981.545898
	Iteration 34Q: 3 clusters Score -830329.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -830333.625000 Penalty: 2981.545898
	Iteration 35Q: 3 clusters Score -830333.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -830334.937500 Penalty: 2981.545898
	Iteration 36Q: 3 clusters Score -830334.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -830336.375000 Penalty: 2981.545898
	Iteration 37Q: 3 clusters Score -830336.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -830336.250000 Penalty: 2981.545898
	Iteration 38Q: 3 clusters Score -830336.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -830338.812500 Penalty: 2981.545898
	Iteration 39Q: 3 clusters Score -830338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -830338.312500 Penalty: 2981.545898
	Iteration 40F: 3 clusters Score -830338.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -830339.125000 Penalty: 2981.545898
	Iteration 41Q: 3 clusters Score -830339.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -830340.875000 Penalty: 2981.545898
	Iteration 42Q: 3 clusters Score -830340.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -830341.062500 Penalty: 2981.545898
	Iteration 43Q: 3 clusters Score -830341.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -830344.312500 Penalty: 2981.545898
	Iteration 44Q: 3 clusters Score -830344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -830346.562500 Penalty: 2981.545898
	Iteration 45Q: 3 clusters Score -830346.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -830346.187500 Penalty: 2981.545898
	Iteration 46Q: 3 clusters Score -830346.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -830347.562500 Penalty: 2981.545898
	Iteration 47Q: 3 clusters Score -830347.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -830347.562500 Penalty: 2981.545898
	Iteration 48Q: 3 clusters Score -830347.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -830349.312500 Penalty: 2981.545898
	Iteration 49Q: 3 clusters Score -830349.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -830349.500000 Penalty: 2981.545898
	Iteration 50Q: 3 clusters Score -830349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -830348.937500 Penalty: 2981.545898
	Iteration 51Q: 3 clusters Score -830348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -830349.500000 Penalty: 2981.545898
	Iteration 52Q: 3 clusters Score -830349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -830349.812500 Penalty: 2981.545898
	Iteration 53Q: 3 clusters Score -830349.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -830350.625000 Penalty: 2981.545898
	Iteration 54Q: 3 clusters Score -830350.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -830350.625000 Penalty: 2981.545898
	Iteration 55F: 3 clusters Score -830350.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -446665.000000 Penalty: 1388.973389
	Iteration 0F: 2 clusters Score -446665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -442540.218750 Penalty: 2777.946777
	Iteration 0F: 3 clusters Score -442540.2 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -443733.843750 Penalty: 2777.946777
	Iteration 1F: 3 clusters Score -443733.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -443969.625000 Penalty: 2777.946777
	Iteration 2F: 3 clusters Score -443969.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -444130.968750 Penalty: 2777.946777
	Iteration 3F: 3 clusters Score -444131 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -444226.062500 Penalty: 2777.946777
	Iteration 4Q: 3 clusters Score -444226.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -444302.125000 Penalty: 2777.946777
	Iteration 5Q: 3 clusters Score -444302.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -444373.062500 Penalty: 2777.946777
	Iteration 6Q: 3 clusters Score -444373.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -444455.312500 Penalty: 2777.946777
	Iteration 7Q: 3 clusters Score -444455.3 nChanged 163
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: -444526.531250 Penalty: 2777.946777
	Iteration 8Q: 3 clusters Score -444526.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -444601.718750 Penalty: 2777.946777
	Iteration 9Q: 3 clusters Score -444601.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -444671.218750 Penalty: 2777.946777
	Iteration 10Q: 3 clusters Score -444671.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -444747.625000 Penalty: 2777.946777
	Iteration 11Q: 3 clusters Score -444747.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -444819.656250 Penalty: 2777.946777
	Iteration 12Q: 3 clusters Score -444819.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -444896.437500 Penalty: 2777.946777
	Iteration 13Q: 3 clusters Score -444896.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -444979.562500 Penalty: 2777.946777
	Iteration 14Q: 3 clusters Score -444979.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -445059.125000 Penalty: 2777.946777
	Iteration 15Q: 3 clusters Score -445059.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -445132.156250 Penalty: 2777.946777
	Iteration 16Q: 3 clusters Score -445132.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -445201.750000 Penalty: 2777.946777
	Iteration 17Q: 3 clusters Score -445201.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -445254.750000 Penalty: 2777.946777
	Iteration 18Q: 3 clusters Score -445254.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -445296.250000 Penalty: 2777.946777
	Iteration 19Q: 3 clusters Score -445296.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -445325.312500 Penalty: 2777.946777
	Iteration 20F: 3 clusters Score -445325.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -445350.187500 Penalty: 2777.946777
	Iteration 21Q: 3 clusters Score -445350.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -445372.531250 Penalty: 2777.946777
	Iteration 22Q: 3 clusters Score -445372.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -445389.875000 Penalty: 2777.946777
	Iteration 23Q: 3 clusters Score -445389.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -445399.656250 Penalty: 2777.946777
	Iteration 24Q: 3 clusters Score -445399.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -445406.000000 Penalty: 2777.946777
	Iteration 25Q: 3 clusters Score -445406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -445412.968750 Penalty: 2777.946777
	Iteration 26Q: 3 clusters Score -445413 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -445416.781250 Penalty: 2777.946777
	Iteration 27Q: 3 clusters Score -445416.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -445421.250000 Penalty: 2777.946777
	Iteration 28Q: 3 clusters Score -445421.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -445423.187500 Penalty: 2777.946777
	Iteration 29Q: 3 clusters Score -445423.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -445426.093750 Penalty: 2777.946777
	Iteration 30Q: 3 clusters Score -445426.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -445429.343750 Penalty: 2777.946777
	Iteration 31Q: 3 clusters Score -445429.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -445431.625000 Penalty: 2777.946777
	Iteration 32Q: 3 clusters Score -445431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -445433.531250 Penalty: 2777.946777
	Iteration 33Q: 3 clusters Score -445433.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -445437.312500 Penalty: 2777.946777
	Iteration 34Q: 3 clusters Score -445437.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -445439.125000 Penalty: 2777.946777
	Iteration 35Q: 3 clusters Score -445439.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -445442.875000 Penalty: 2777.946777
	Iteration 36Q: 3 clusters Score -445442.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -445444.718750 Penalty: 2777.946777
	Iteration 37Q: 3 clusters Score -445444.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -445445.906250 Penalty: 2777.946777
	Iteration 38Q: 3 clusters Score -445445.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -445446.906250 Penalty: 2777.946777
	Iteration 39Q: 3 clusters Score -445446.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -445447.312500 Penalty: 2777.946777
	Iteration 40F: 3 clusters Score -445447.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -445447.875000 Penalty: 2777.946777
	Iteration 41Q: 3 clusters Score -445447.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -445447.812500 Penalty: 2777.946777
	Iteration 42Q: 3 clusters Score -445447.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -445447.812500 Penalty: 2777.946777
	Iteration 43F: 3 clusters Score -445447.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -693491.312500 Penalty: 1453.064819
	Iteration 0F: 2 clusters Score -693491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -687800.812500 Penalty: 2906.129639
	Iteration 0F: 3 clusters Score -687800.8 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -689534.125000 Penalty: 2906.129639
	Iteration 1F: 3 clusters Score -689534.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -689713.375000 Penalty: 2906.129639
	Iteration 2F: 3 clusters Score -689713.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -689851.125000 Penalty: 2906.129639
	Iteration 3Q: 3 clusters Score -689851.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -689958.062500 Penalty: 2906.129639
	Iteration 4Q: 3 clusters Score -689958.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -690061.250000 Penalty: 2906.129639
	Iteration 5Q: 3 clusters Score -690061.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -690160.312500 Penalty: 2906.129639
	Iteration 6Q: 3 clusters Score -690160.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -690261.375000 Penalty: 2906.129639
	Iteration 7Q: 3 clusters Score -690261.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -690380.562500 Penalty: 2906.129639
	Iteration 8Q: 3 clusters Score -690380.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -690509.000000 Penalty: 2906.129639
	Iteration 9Q: 3 clusters Score -690509 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -690663.250000 Penalty: 2906.129639
	Iteration 10Q: 3 clusters Score -690663.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -690850.625000 Penalty: 2906.129639
	Iteration 11Q: 3 clusters Score -690850.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -691064.562500 Penalty: 2906.129639
	Iteration 12Q: 3 clusters Score -691064.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -691299.875000 Penalty: 2906.129639
	Iteration 13Q: 3 clusters Score -691299.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -691513.062500 Penalty: 2906.129639
	Iteration 14Q: 3 clusters Score -691513.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -691713.062500 Penalty: 2906.129639
	Iteration 15Q: 3 clusters Score -691713.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -691842.812500 Penalty: 2906.129639
	Iteration 16Q: 3 clusters Score -691842.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -691940.187500 Penalty: 2906.129639
	Iteration 17Q: 3 clusters Score -691940.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -692018.750000 Penalty: 2906.129639
	Iteration 18Q: 3 clusters Score -692018.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -692082.812500 Penalty: 2906.129639
	Iteration 19Q: 3 clusters Score -692082.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -692122.875000 Penalty: 2906.129639
	Iteration 20F: 3 clusters Score -692122.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -692148.375000 Penalty: 2906.129639
	Iteration 21Q: 3 clusters Score -692148.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -692162.250000 Penalty: 2906.129639
	Iteration 22Q: 3 clusters Score -692162.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -692178.687500 Penalty: 2906.129639
	Iteration 23Q: 3 clusters Score -692178.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -692197.250000 Penalty: 2906.129639
	Iteration 24Q: 3 clusters Score -692197.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -692206.000000 Penalty: 2906.129639
	Iteration 25Q: 3 clusters Score -692206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -692211.437500 Penalty: 2906.129639
	Iteration 26Q: 3 clusters Score -692211.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -692220.187500 Penalty: 2906.129639
	Iteration 27Q: 3 clusters Score -692220.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -692228.125000 Penalty: 2906.129639
	Iteration 28Q: 3 clusters Score -692228.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -692234.687500 Penalty: 2906.129639
	Iteration 29Q: 3 clusters Score -692234.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -692237.875000 Penalty: 2906.129639
	Iteration 30Q: 3 clusters Score -692237.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -692239.687500 Penalty: 2906.129639
	Iteration 31Q: 3 clusters Score -692239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -692241.312500 Penalty: 2906.129639
	Iteration 32Q: 3 clusters Score -692241.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -692241.750000 Penalty: 2906.129639
	Iteration 33Q: 3 clusters Score -692241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -692243.375000 Penalty: 2906.129639
	Iteration 34Q: 3 clusters Score -692243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -692246.750000 Penalty: 2906.129639
	Iteration 35Q: 3 clusters Score -692246.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -692251.250000 Penalty: 2906.129639
	Iteration 36Q: 3 clusters Score -692251.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -692253.375000 Penalty: 2906.129639
	Iteration 37Q: 3 clusters Score -692253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -692253.937500 Penalty: 2906.129639
	Iteration 38Q: 3 clusters Score -692253.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -692253.937500 Penalty: 2906.129639
	Iteration 39F: 3 clusters Score -692253.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1400136.750000 Penalty: 1567.308594
	Iteration 0F: 2 clusters Score -1400137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1389516.000000 Penalty: 3134.617188
	Iteration 0F: 3 clusters Score -1389516 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1393119.250000 Penalty: 3134.617188
	Iteration 1F: 3 clusters Score -1393119 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1393382.375000 Penalty: 3134.617188
	Iteration 2F: 3 clusters Score -1393382 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1393574.625000 Penalty: 3134.617188
	Iteration 3Q: 3 clusters Score -1393575 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1393702.500000 Penalty: 3134.617188
	Iteration 4Q: 3 clusters Score -1393702 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1393831.875000 Penalty: 3134.617188
	Iteration 5Q: 3 clusters Score -1393832 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1393944.875000 Penalty: 3134.617188
	Iteration 6Q: 3 clusters Score -1393945 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1394067.125000 Penalty: 3134.617188
	Iteration 7Q: 3 clusters Score -1394067 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1394194.250000 Penalty: 3134.617188
	Iteration 8Q: 3 clusters Score -1394194 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -1394349.875000 Penalty: 3134.617188
	Iteration 9Q: 3 clusters Score -1394350 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -1394548.625000 Penalty: 3134.617188
	Iteration 10Q: 3 clusters Score -1394549 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1394782.875000 Penalty: 3134.617188
	Iteration 11Q: 3 clusters Score -1394783 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1395131.375000 Penalty: 3134.617188
	Iteration 12Q: 3 clusters Score -1395131 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1395530.250000 Penalty: 3134.617188
	Iteration 13Q: 3 clusters Score -1395530 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1395989.250000 Penalty: 3134.617188
	Iteration 14Q: 3 clusters Score -1395989 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1396460.750000 Penalty: 3134.617188
	Iteration 15Q: 3 clusters Score -1396461 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1396836.250000 Penalty: 3134.617188
	Iteration 16Q: 3 clusters Score -1396836 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1397193.875000 Penalty: 3134.617188
	Iteration 17Q: 3 clusters Score -1397194 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1397437.750000 Penalty: 3134.617188
	Iteration 18Q: 3 clusters Score -1397438 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1397610.625000 Penalty: 3134.617188
	Iteration 19Q: 3 clusters Score -1397611 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1397719.500000 Penalty: 3134.617188
	Iteration 20F: 3 clusters Score -1397720 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1397784.625000 Penalty: 3134.617188
	Iteration 21Q: 3 clusters Score -1397785 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1397834.125000 Penalty: 3134.617188
	Iteration 22Q: 3 clusters Score -1397834 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1397871.125000 Penalty: 3134.617188
	Iteration 23Q: 3 clusters Score -1397871 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1397912.375000 Penalty: 3134.617188
	Iteration 24Q: 3 clusters Score -1397912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1397945.875000 Penalty: 3134.617188
	Iteration 25Q: 3 clusters Score -1397946 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1397969.375000 Penalty: 3134.617188
	Iteration 26Q: 3 clusters Score -1397969 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1397994.250000 Penalty: 3134.617188
	Iteration 27Q: 3 clusters Score -1397994 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1398010.250000 Penalty: 3134.617188
	Iteration 28Q: 3 clusters Score -1398010 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1398036.875000 Penalty: 3134.617188
	Iteration 29Q: 3 clusters Score -1398037 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1398057.000000 Penalty: 3134.617188
	Iteration 30Q: 3 clusters Score -1398057 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1398084.875000 Penalty: 3134.617188
	Iteration 31Q: 3 clusters Score -1398085 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1398112.125000 Penalty: 3134.617188
	Iteration 32Q: 3 clusters Score -1398112 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1398152.750000 Penalty: 3134.617188
	Iteration 33Q: 3 clusters Score -1398153 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1398190.875000 Penalty: 3134.617188
	Iteration 34Q: 3 clusters Score -1398191 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1398233.625000 Penalty: 3134.617188
	Iteration 35Q: 3 clusters Score -1398234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1398287.375000 Penalty: 3134.617188
	Iteration 36Q: 3 clusters Score -1398287 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1398328.000000 Penalty: 3134.617188
	Iteration 37Q: 3 clusters Score -1398328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1398360.500000 Penalty: 3134.617188
	Iteration 38Q: 3 clusters Score -1398360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1398403.000000 Penalty: 3134.617188
	Iteration 39Q: 3 clusters Score -1398403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1398451.125000 Penalty: 3134.617188
	Iteration 40F: 3 clusters Score -1398451 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1398493.875000 Penalty: 3134.617188
	Iteration 41Q: 3 clusters Score -1398494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1398542.750000 Penalty: 3134.617188
	Iteration 42Q: 3 clusters Score -1398543 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -1398579.000000 Penalty: 3134.617188
	Iteration 43Q: 3 clusters Score -1398579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1398615.500000 Penalty: 3134.617188
	Iteration 44Q: 3 clusters Score -1398616 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1398655.125000 Penalty: 3134.617188
	Iteration 45Q: 3 clusters Score -1398655 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1398680.125000 Penalty: 3134.617188
	Iteration 46Q: 3 clusters Score -1398680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1398702.125000 Penalty: 3134.617188
	Iteration 47Q: 3 clusters Score -1398702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1398732.250000 Penalty: 3134.617188
	Iteration 48Q: 3 clusters Score -1398732 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1398755.125000 Penalty: 3134.617188
	Iteration 49Q: 3 clusters Score -1398755 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1398770.250000 Penalty: 3134.617188
	Iteration 50Q: 3 clusters Score -1398770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1398789.125000 Penalty: 3134.617188
	Iteration 51Q: 3 clusters Score -1398789 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1398801.875000 Penalty: 3134.617188
	Iteration 52Q: 3 clusters Score -1398802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1398815.375000 Penalty: 3134.617188
	Iteration 53Q: 3 clusters Score -1398815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1398830.250000 Penalty: 3134.617188
	Iteration 54Q: 3 clusters Score -1398830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1398841.875000 Penalty: 3134.617188
	Iteration 55Q: 3 clusters Score -1398842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1398851.000000 Penalty: 3134.617188
	Iteration 56Q: 3 clusters Score -1398851 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1398860.750000 Penalty: 3134.617188
	Iteration 57Q: 3 clusters Score -1398861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1398868.625000 Penalty: 3134.617188
	Iteration 58Q: 3 clusters Score -1398869 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1398879.625000 Penalty: 3134.617188
	Iteration 59Q: 3 clusters Score -1398880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1398885.625000 Penalty: 3134.617188
	Iteration 60F: 3 clusters Score -1398886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1398888.500000 Penalty: 3134.617188
	Iteration 61Q: 3 clusters Score -1398888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14998 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1398890.250000 Penalty: 3134.617188
	Iteration 62Q: 3 clusters Score -1398890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1398892.500000 Penalty: 3134.617188
	Iteration 63Q: 3 clusters Score -1398892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1398894.250000 Penalty: 3134.617188
	Iteration 64Q: 3 clusters Score -1398894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1398892.750000 Penalty: 3134.617188
	Iteration 65Q: 3 clusters Score -1398893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15013 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -1398895.500000 Penalty: 3134.617188
	Iteration 66Q: 3 clusters Score -1398896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1398896.125000 Penalty: 3134.617188
	Iteration 67Q: 3 clusters Score -1398896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1398897.875000 Penalty: 3134.617188
	Iteration 68Q: 3 clusters Score -1398898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15021 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1398899.875000 Penalty: 3134.617188
	Iteration 69Q: 3 clusters Score -1398900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1398900.625000 Penalty: 3134.617188
	Iteration 70Q: 3 clusters Score -1398901 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1398900.625000 Penalty: 3134.617188
	Iteration 71F: 3 clusters Score -1398901 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13788.729492 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -13788.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -12997.860352 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -12997.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -13097.021484 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -13097.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -13121.400391 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -13121.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13129.769531 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -13129.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13134.437500 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -13134.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -13139.585938 Penalty: 1740.890625
	Iteration 5Q: 3 clusters Score -13139.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -13145.071289 Penalty: 1740.890625
	Iteration 6Q: 3 clusters Score -13145.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -13153.504883 Penalty: 1740.890625
	Iteration 7Q: 3 clusters Score -13153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13155.897461 Penalty: 1740.890625
	Iteration 8Q: 3 clusters Score -13155.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -13155.897461 Penalty: 1740.890625
	Iteration 9F: 3 clusters Score -13155.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Entering Unmasked Estep 
Score: -945277.187500 Penalty: 1511.071289
	Iteration 0F: 2 clusters Score -945277.2 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 5387 members 
Entering Unmasked Estep 
Score: -937566.812500 Penalty: 3022.142578
	Iteration 0F: 3 clusters Score -937566.8 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -940156.500000 Penalty: 3022.142578
	Iteration 1F: 3 clusters Score -940156.5 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -940555.125000 Penalty: 3022.142578
	Iteration 2F: 3 clusters Score -940555.1 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -941081.812500 Penalty: 3022.142578
	Iteration 3F: 3 clusters Score -941081.8 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -941715.437500 Penalty: 3022.142578
	Iteration 4F: 3 clusters Score -941715.4 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -942444.187500 Penalty: 3022.142578
	Iteration 5F: 3 clusters Score -942444.2 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -943157.312500 Penalty: 3022.142578
	Iteration 6F: 3 clusters Score -943157.3 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -943823.375000 Penalty: 3022.142578
	Iteration 7F: 3 clusters Score -943823.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -944352.375000 Penalty: 3022.142578
	Iteration 8F: 3 clusters Score -944352.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -944694.687500 Penalty: 3022.142578
	Iteration 9Q: 3 clusters Score -944694.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -944868.250000 Penalty: 3022.142578
	Iteration 10Q: 3 clusters Score -944868.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -944972.750000 Penalty: 3022.142578
	Iteration 11Q: 3 clusters Score -944972.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -945046.937500 Penalty: 3022.142578
	Iteration 12Q: 3 clusters Score -945046.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -945101.000000 Penalty: 3022.142578
	Iteration 13Q: 3 clusters Score -945101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -945125.312500 Penalty: 3022.142578
	Iteration 14Q: 3 clusters Score -945125.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -945138.812500 Penalty: 3022.142578
	Iteration 15Q: 3 clusters Score -945138.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -945145.375000 Penalty: 3022.142578
	Iteration 16Q: 3 clusters Score -945145.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -945149.812500 Penalty: 3022.142578
	Iteration 17Q: 3 clusters Score -945149.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -945154.062500 Penalty: 3022.142578
	Iteration 18Q: 3 clusters Score -945154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -945155.125000 Penalty: 3022.142578
	Iteration 19Q: 3 clusters Score -945155.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -945156.125000 Penalty: 3022.142578
	Iteration 20F: 3 clusters Score -945156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -945156.625000 Penalty: 3022.142578
	Iteration 21Q: 3 clusters Score -945156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -945157.750000 Penalty: 3022.142578
	Iteration 22Q: 3 clusters Score -945157.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -945160.937500 Penalty: 3022.142578
	Iteration 23Q: 3 clusters Score -945160.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -945162.687500 Penalty: 3022.142578
	Iteration 24Q: 3 clusters Score -945162.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -945162.437500 Penalty: 3022.142578
	Iteration 25Q: 3 clusters Score -945162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -945162.187500 Penalty: 3022.142578
	Iteration 26Q: 3 clusters Score -945162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -945164.562500 Penalty: 3022.142578
	Iteration 27Q: 3 clusters Score -945164.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -945163.937500 Penalty: 3022.142578
	Iteration 28Q: 3 clusters Score -945163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -945165.750000 Penalty: 3022.142578
	Iteration 29Q: 3 clusters Score -945165.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -945167.000000 Penalty: 3022.142578
	Iteration 30Q: 3 clusters Score -945167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -945167.000000 Penalty: 3022.142578
	Iteration 31Q: 3 clusters Score -945167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -945167.062500 Penalty: 3022.142578
	Iteration 32Q: 3 clusters Score -945167.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -945166.437500 Penalty: 3022.142578
	Iteration 33Q: 3 clusters Score -945166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -945167.562500 Penalty: 3022.142578
	Iteration 34Q: 3 clusters Score -945167.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -945169.062500 Penalty: 3022.142578
	Iteration 35Q: 3 clusters Score -945169.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -945170.812500 Penalty: 3022.142578
	Iteration 36Q: 3 clusters Score -945170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -945170.500000 Penalty: 3022.142578
	Iteration 37Q: 3 clusters Score -945170.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -945169.562500 Penalty: 3022.142578
	Iteration 38Q: 3 clusters Score -945169.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -945170.187500 Penalty: 3022.142578
	Iteration 39Q: 3 clusters Score -945170.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -945170.500000 Penalty: 3022.142578
	Iteration 40F: 3 clusters Score -945170.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -257414.812500 Penalty: 1305.732910
	Iteration 0F: 2 clusters Score -257414.8 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 1521 members 
Entering Unmasked Estep 
Score: -254659.375000 Penalty: 2611.465820
	Iteration 0F: 3 clusters Score -254659.4 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -255295.015625 Penalty: 2611.465820
	Iteration 1F: 3 clusters Score -255295 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -255463.296875 Penalty: 2611.465820
	Iteration 2F: 3 clusters Score -255463.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -255576.375000 Penalty: 2611.465820
	Iteration 3F: 3 clusters Score -255576.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -255645.640625 Penalty: 2611.465820
	Iteration 4Q: 3 clusters Score -255645.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -255694.625000 Penalty: 2611.465820
	Iteration 5Q: 3 clusters Score -255694.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -255740.546875 Penalty: 2611.465820
	Iteration 6Q: 3 clusters Score -255740.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -255778.828125 Penalty: 2611.465820
	Iteration 7Q: 3 clusters Score -255778.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -255823.703125 Penalty: 2611.465820
	Iteration 8Q: 3 clusters Score -255823.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -255868.218750 Penalty: 2611.465820
	Iteration 9Q: 3 clusters Score -255868.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -255901.109375 Penalty: 2611.465820
	Iteration 10Q: 3 clusters Score -255901.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -255938.062500 Penalty: 2611.465820
	Iteration 11Q: 3 clusters Score -255938.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -255963.578125 Penalty: 2611.465820
	Iteration 12Q: 3 clusters Score -255963.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -255993.843750 Penalty: 2611.465820
	Iteration 13Q: 3 clusters Score -255993.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -256017.531250 Penalty: 2611.465820
	Iteration 14Q: 3 clusters Score -256017.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -256040.703125 Penalty: 2611.465820
	Iteration 15Q: 3 clusters Score -256040.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -256068.031250 Penalty: 2611.465820
	Iteration 16Q: 3 clusters Score -256068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -256088.828125 Penalty: 2611.465820
	Iteration 17Q: 3 clusters Score -256088.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -256106.734375 Penalty: 2611.465820
	Iteration 18Q: 3 clusters Score -256106.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -256119.109375 Penalty: 2611.465820
	Iteration 19Q: 3 clusters Score -256119.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -256127.781250 Penalty: 2611.465820
	Iteration 20F: 3 clusters Score -256127.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -256138.000000 Penalty: 2611.465820
	Iteration 21Q: 3 clusters Score -256138 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -256149.312500 Penalty: 2611.465820
	Iteration 22Q: 3 clusters Score -256149.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -256157.406250 Penalty: 2611.465820
	Iteration 23Q: 3 clusters Score -256157.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -256165.828125 Penalty: 2611.465820
	Iteration 24Q: 3 clusters Score -256165.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -256171.562500 Penalty: 2611.465820
	Iteration 25Q: 3 clusters Score -256171.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -256179.687500 Penalty: 2611.465820
	Iteration 26Q: 3 clusters Score -256179.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -256182.875000 Penalty: 2611.465820
	Iteration 27Q: 3 clusters Score -256182.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -256186.546875 Penalty: 2611.465820
	Iteration 28Q: 3 clusters Score -256186.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -256192.671875 Penalty: 2611.465820
	Iteration 29Q: 3 clusters Score -256192.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -256197.656250 Penalty: 2611.465820
	Iteration 30Q: 3 clusters Score -256197.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -256200.656250 Penalty: 2611.465820
	Iteration 31Q: 3 clusters Score -256200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -256202.312500 Penalty: 2611.465820
	Iteration 32Q: 3 clusters Score -256202.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -256203.640625 Penalty: 2611.465820
	Iteration 33Q: 3 clusters Score -256203.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -256205.234375 Penalty: 2611.465820
	Iteration 34Q: 3 clusters Score -256205.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -256206.250000 Penalty: 2611.465820
	Iteration 35Q: 3 clusters Score -256206.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -256206.984375 Penalty: 2611.465820
	Iteration 36Q: 3 clusters Score -256207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -256209.125000 Penalty: 2611.465820
	Iteration 37Q: 3 clusters Score -256209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -256210.171875 Penalty: 2611.465820
	Iteration 38Q: 3 clusters Score -256210.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -256212.421875 Penalty: 2611.465820
	Iteration 39Q: 3 clusters Score -256212.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -256215.203125 Penalty: 2611.465820
	Iteration 40F: 3 clusters Score -256215.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -256216.203125 Penalty: 2611.465820
	Iteration 41Q: 3 clusters Score -256216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -256216.265625 Penalty: 2611.465820
	Iteration 42Q: 3 clusters Score -256216.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -256217.375000 Penalty: 2611.465820
	Iteration 43Q: 3 clusters Score -256217.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -256217.625000 Penalty: 2611.465820
	Iteration 44Q: 3 clusters Score -256217.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -256218.406250 Penalty: 2611.465820
	Iteration 45Q: 3 clusters Score -256218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -256218.437500 Penalty: 2611.465820
	Iteration 46Q: 3 clusters Score -256218.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -256218.437500 Penalty: 2611.465820
	Iteration 47F: 3 clusters Score -256218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -79121.046875 Penalty: 1114.857910
	Iteration 0F: 2 clusters Score -79121.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -77679.921875 Penalty: 2229.715820
	Iteration 0F: 3 clusters Score -77679.92 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77948.265625 Penalty: 2229.715820
	Iteration 1F: 3 clusters Score -77948.27 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78037.882812 Penalty: 2229.715820
	Iteration 2F: 3 clusters Score -78037.88 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -78086.859375 Penalty: 2229.715820
	Iteration 3Q: 3 clusters Score -78086.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78116.289062 Penalty: 2229.715820
	Iteration 4Q: 3 clusters Score -78116.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -78139.843750 Penalty: 2229.715820
	Iteration 5Q: 3 clusters Score -78139.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -78160.250000 Penalty: 2229.715820
	Iteration 6Q: 3 clusters Score -78160.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -78172.906250 Penalty: 2229.715820
	Iteration 7Q: 3 clusters Score -78172.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -78182.382812 Penalty: 2229.715820
	Iteration 8Q: 3 clusters Score -78182.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -78197.882812 Penalty: 2229.715820
	Iteration 9Q: 3 clusters Score -78197.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -78215.171875 Penalty: 2229.715820
	Iteration 10Q: 3 clusters Score -78215.17 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -78240.351562 Penalty: 2229.715820
	Iteration 11Q: 3 clusters Score -78240.35 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -78256.804688 Penalty: 2229.715820
	Iteration 12Q: 3 clusters Score -78256.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -78277.546875 Penalty: 2229.715820
	Iteration 13Q: 3 clusters Score -78277.55 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -78291.242188 Penalty: 2229.715820
	Iteration 14Q: 3 clusters Score -78291.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -78303.835938 Penalty: 2229.715820
	Iteration 15Q: 3 clusters Score -78303.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -78313.453125 Penalty: 2229.715820
	Iteration 16Q: 3 clusters Score -78313.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -78324.453125 Penalty: 2229.715820
	Iteration 17Q: 3 clusters Score -78324.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -78336.750000 Penalty: 2229.715820
	Iteration 18Q: 3 clusters Score -78336.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78339.921875 Penalty: 2229.715820
	Iteration 19Q: 3 clusters Score -78339.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78344.742188 Penalty: 2229.715820
	Iteration 20F: 3 clusters Score -78344.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -78355.945312 Penalty: 2229.715820
	Iteration 21Q: 3 clusters Score -78355.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78363.226562 Penalty: 2229.715820
	Iteration 22Q: 3 clusters Score -78363.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -78371.601562 Penalty: 2229.715820
	Iteration 23Q: 3 clusters Score -78371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -78383.640625 Penalty: 2229.715820
	Iteration 24Q: 3 clusters Score -78383.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -78392.296875 Penalty: 2229.715820
	Iteration 25Q: 3 clusters Score -78392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78399.648438 Penalty: 2229.715820
	Iteration 26Q: 3 clusters Score -78399.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -78400.671875 Penalty: 2229.715820
	Iteration 27Q: 3 clusters Score -78400.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78403.023438 Penalty: 2229.715820
	Iteration 28Q: 3 clusters Score -78403.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -78403.023438 Penalty: 2229.715820
	Iteration 29F: 3 clusters Score -78403.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -117150.765625 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -117150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -115452.406250 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -115452.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -115797.257812 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -115797.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -115925.226562 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -115925.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -115990.085938 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -115990.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -116035.437500 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -116035.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -116059.718750 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -116059.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -116085.812500 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -116085.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -116111.921875 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -116111.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -116129.750000 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -116129.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -116148.437500 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -116148.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116160.187500 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -116160.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116170.882812 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -116170.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -116184.085938 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -116184.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -116193.820312 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -116193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -116202.195312 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -116202.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -116215.328125 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -116215.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -116223.882812 Penalty: 2358.525879
	Iteration 16Q: 3 clusters Score -116223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116237.125000 Penalty: 2358.525879
	Iteration 17Q: 3 clusters Score -116237.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -116259.273438 Penalty: 2358.525879
	Iteration 18Q: 3 clusters Score -116259.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -116281.250000 Penalty: 2358.525879
	Iteration 19Q: 3 clusters Score -116281.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116291.437500 Penalty: 2358.525879
	Iteration 20F: 3 clusters Score -116291.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -116301.343750 Penalty: 2358.525879
	Iteration 21Q: 3 clusters Score -116301.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -116310.554688 Penalty: 2358.525879
	Iteration 22Q: 3 clusters Score -116310.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -116316.453125 Penalty: 2358.525879
	Iteration 23Q: 3 clusters Score -116316.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -116322.703125 Penalty: 2358.525879
	Iteration 24Q: 3 clusters Score -116322.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -116329.054688 Penalty: 2358.525879
	Iteration 25Q: 3 clusters Score -116329.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -116335.265625 Penalty: 2358.525879
	Iteration 26Q: 3 clusters Score -116335.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -116340.328125 Penalty: 2358.525879
	Iteration 27Q: 3 clusters Score -116340.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -116347.890625 Penalty: 2358.525879
	Iteration 28Q: 3 clusters Score -116347.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -116356.335938 Penalty: 2358.525879
	Iteration 29Q: 3 clusters Score -116356.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -116370.656250 Penalty: 2358.525879
	Iteration 30Q: 3 clusters Score -116370.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -116382.828125 Penalty: 2358.525879
	Iteration 31Q: 3 clusters Score -116382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -116392.429688 Penalty: 2358.525879
	Iteration 32Q: 3 clusters Score -116392.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -116396.867188 Penalty: 2358.525879
	Iteration 33Q: 3 clusters Score -116396.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -116403.664062 Penalty: 2358.525879
	Iteration 34Q: 3 clusters Score -116403.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -116411.890625 Penalty: 2358.525879
	Iteration 35Q: 3 clusters Score -116411.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116418.812500 Penalty: 2358.525879
	Iteration 36Q: 3 clusters Score -116418.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -116424.625000 Penalty: 2358.525879
	Iteration 37Q: 3 clusters Score -116424.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116428.343750 Penalty: 2358.525879
	Iteration 38Q: 3 clusters Score -116428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -116432.882812 Penalty: 2358.525879
	Iteration 39Q: 3 clusters Score -116432.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -116434.476562 Penalty: 2358.525879
	Iteration 40F: 3 clusters Score -116434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -116434.664062 Penalty: 2358.525879
	Iteration 41Q: 3 clusters Score -116434.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -116435.164062 Penalty: 2358.525879
	Iteration 42Q: 3 clusters Score -116435.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -116435.406250 Penalty: 2358.525879
	Iteration 43Q: 3 clusters Score -116435.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -116435.843750 Penalty: 2358.525879
	Iteration 44Q: 3 clusters Score -116435.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -116435.843750 Penalty: 2358.525879
	Iteration 45F: 3 clusters Score -116435.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Entering Unmasked Estep 
Score: -1185104.250000 Penalty: 1536.718872
	Iteration 0F: 2 clusters Score -1185104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1176110.250000 Penalty: 3073.437744
	Iteration 0F: 3 clusters Score -1176110 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1179196.500000 Penalty: 3073.437744
	Iteration 1F: 3 clusters Score -1179196 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -1179447.375000 Penalty: 3073.437744
	Iteration 2F: 3 clusters Score -1179447 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1179644.000000 Penalty: 3073.437744
	Iteration 3Q: 3 clusters Score -1179644 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -1179822.875000 Penalty: 3073.437744
	Iteration 4Q: 3 clusters Score -1179823 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1179999.750000 Penalty: 3073.437744
	Iteration 5Q: 3 clusters Score -1180000 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1180172.750000 Penalty: 3073.437744
	Iteration 6Q: 3 clusters Score -1180173 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1180379.750000 Penalty: 3073.437744
	Iteration 7Q: 3 clusters Score -1180380 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1180635.125000 Penalty: 3073.437744
	Iteration 8Q: 3 clusters Score -1180635 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 9100 members 
Entering Unmasked Estep 
Score: -1180968.375000 Penalty: 3073.437744
	Iteration 9Q: 3 clusters Score -1180968 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1181396.375000 Penalty: 3073.437744
	Iteration 10Q: 3 clusters Score -1181396 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1181878.750000 Penalty: 3073.437744
	Iteration 11Q: 3 clusters Score -1181879 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1182400.000000 Penalty: 3073.437744
	Iteration 12Q: 3 clusters Score -1182400 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -1182835.125000 Penalty: 3073.437744
	Iteration 13Q: 3 clusters Score -1182835 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -1183147.750000 Penalty: 3073.437744
	Iteration 14Q: 3 clusters Score -1183148 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -1183363.625000 Penalty: 3073.437744
	Iteration 15Q: 3 clusters Score -1183364 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -1183478.000000 Penalty: 3073.437744
	Iteration 16Q: 3 clusters Score -1183478 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1183540.250000 Penalty: 3073.437744
	Iteration 17Q: 3 clusters Score -1183540 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -1183598.000000 Penalty: 3073.437744
	Iteration 18Q: 3 clusters Score -1183598 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1183642.500000 Penalty: 3073.437744
	Iteration 19Q: 3 clusters Score -1183642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -1183675.125000 Penalty: 3073.437744
	Iteration 20F: 3 clusters Score -1183675 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -1183701.250000 Penalty: 3073.437744
	Iteration 21Q: 3 clusters Score -1183701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1183717.875000 Penalty: 3073.437744
	Iteration 22Q: 3 clusters Score -1183718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -1183729.875000 Penalty: 3073.437744
	Iteration 23Q: 3 clusters Score -1183730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1183744.875000 Penalty: 3073.437744
	Iteration 24Q: 3 clusters Score -1183745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1183750.750000 Penalty: 3073.437744
	Iteration 25Q: 3 clusters Score -1183751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1183756.625000 Penalty: 3073.437744
	Iteration 26Q: 3 clusters Score -1183757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1183759.250000 Penalty: 3073.437744
	Iteration 27Q: 3 clusters Score -1183759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1183759.750000 Penalty: 3073.437744
	Iteration 28Q: 3 clusters Score -1183760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1183760.125000 Penalty: 3073.437744
	Iteration 29Q: 3 clusters Score -1183760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1183760.125000 Penalty: 3073.437744
	Iteration 30F: 3 clusters Score -1183760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -124682.812500 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -124682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -122909.382812 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -122909.4 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -123272.507812 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -123272.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -123380.718750 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -123380.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -123448.062500 Penalty: 2377.878174
	Iteration 3Q: 3 clusters Score -123448.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -123500.484375 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -123500.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -123555.757812 Penalty: 2377.878174
	Iteration 5Q: 3 clusters Score -123555.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -123614.757812 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -123614.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -123692.375000 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -123692.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -123790.117188 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -123790.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -123905.281250 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -123905.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -124057.859375 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -124057.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -124231.921875 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -124231.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -124374.078125 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -124374.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -124458.007812 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -124458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -124482.187500 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -124482.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -124494.195312 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -124494.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -124506.375000 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -124506.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124515.250000 Penalty: 2377.878174
	Iteration 17Q: 3 clusters Score -124515.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -124517.515625 Penalty: 2377.878174
	Iteration 18Q: 3 clusters Score -124517.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124518.398438 Penalty: 2377.878174
	Iteration 19Q: 3 clusters Score -124518.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -124519.257812 Penalty: 2377.878174
	Iteration 20F: 3 clusters Score -124519.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -487195.968750 Penalty: 1402.459839
	Iteration 0F: 2 clusters Score -487196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -482886.125000 Penalty: 2804.919678
	Iteration 0F: 3 clusters Score -482886.1 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -484159.156250 Penalty: 2804.919678
	Iteration 1F: 3 clusters Score -484159.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -484433.656250 Penalty: 2804.919678
	Iteration 2F: 3 clusters Score -484433.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -484647.781250 Penalty: 2804.919678
	Iteration 3F: 3 clusters Score -484647.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -484841.500000 Penalty: 2804.919678
	Iteration 4F: 3 clusters Score -484841.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -485032.437500 Penalty: 2804.919678
	Iteration 5F: 3 clusters Score -485032.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485209.250000 Penalty: 2804.919678
	Iteration 6Q: 3 clusters Score -485209.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -485374.843750 Penalty: 2804.919678
	Iteration 7Q: 3 clusters Score -485374.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -485526.125000 Penalty: 2804.919678
	Iteration 8Q: 3 clusters Score -485526.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -485632.500000 Penalty: 2804.919678
	Iteration 9Q: 3 clusters Score -485632.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -485711.031250 Penalty: 2804.919678
	Iteration 10Q: 3 clusters Score -485711 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -485782.812500 Penalty: 2804.919678
	Iteration 11Q: 3 clusters Score -485782.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -485845.218750 Penalty: 2804.919678
	Iteration 12Q: 3 clusters Score -485845.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -485905.250000 Penalty: 2804.919678
	Iteration 13Q: 3 clusters Score -485905.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -485960.468750 Penalty: 2804.919678
	Iteration 14Q: 3 clusters Score -485960.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -486008.593750 Penalty: 2804.919678
	Iteration 15Q: 3 clusters Score -486008.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -486055.218750 Penalty: 2804.919678
	Iteration 16Q: 3 clusters Score -486055.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -486114.312500 Penalty: 2804.919678
	Iteration 17Q: 3 clusters Score -486114.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -486182.156250 Penalty: 2804.919678
	Iteration 18Q: 3 clusters Score -486182.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -486257.968750 Penalty: 2804.919678
	Iteration 19Q: 3 clusters Score -486258 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -486363.406250 Penalty: 2804.919678
	Iteration 20F: 3 clusters Score -486363.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -486444.593750 Penalty: 2804.919678
	Iteration 21Q: 3 clusters Score -486444.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -486479.281250 Penalty: 2804.919678
	Iteration 22Q: 3 clusters Score -486479.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -486503.875000 Penalty: 2804.919678
	Iteration 23Q: 3 clusters Score -486503.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -486525.156250 Penalty: 2804.919678
	Iteration 24Q: 3 clusters Score -486525.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -486536.312500 Penalty: 2804.919678
	Iteration 25Q: 3 clusters Score -486536.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -486544.906250 Penalty: 2804.919678
	Iteration 26Q: 3 clusters Score -486544.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -486551.718750 Penalty: 2804.919678
	Iteration 27Q: 3 clusters Score -486551.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -486553.437500 Penalty: 2804.919678
	Iteration 28Q: 3 clusters Score -486553.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -486553.875000 Penalty: 2804.919678
	Iteration 29Q: 3 clusters Score -486553.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -486554.093750 Penalty: 2804.919678
	Iteration 30Q: 3 clusters Score -486554.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -486554.093750 Penalty: 2804.919678
	Iteration 31F: 3 clusters Score -486554.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -272922.250000 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -272922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -270181.500000 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -270181.5 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -270838.875000 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -270838.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -270990.625000 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -270990.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -271081.468750 Penalty: 2612.201660
	Iteration 3Q: 3 clusters Score -271081.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -271140.187500 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -271140.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271191.968750 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -271192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -271232.156250 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -271232.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -271277.750000 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -271277.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271327.531250 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -271327.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271370.781250 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -271370.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -271406.718750 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -271406.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -271453.468750 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -271453.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -271499.375000 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -271499.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -271545.812500 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -271545.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -271602.312500 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -271602.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -271664.750000 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -271664.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -271715.343750 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -271715.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -271754.593750 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -271754.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -271781.281250 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -271781.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -271806.875000 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -271806.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -271834.000000 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -271834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -271854.687500 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -271854.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -271873.906250 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -271873.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -271888.500000 Penalty: 2612.201660
	Iteration 23Q: 3 clusters Score -271888.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -271897.375000 Penalty: 2612.201660
	Iteration 24Q: 3 clusters Score -271897.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -271903.406250 Penalty: 2612.201660
	Iteration 25Q: 3 clusters Score -271903.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -271908.906250 Penalty: 2612.201660
	Iteration 26Q: 3 clusters Score -271908.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -271914.468750 Penalty: 2612.201660
	Iteration 27Q: 3 clusters Score -271914.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -271919.843750 Penalty: 2612.201660
	Iteration 28Q: 3 clusters Score -271919.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -271924.562500 Penalty: 2612.201660
	Iteration 29Q: 3 clusters Score -271924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -271925.093750 Penalty: 2612.201660
	Iteration 30Q: 3 clusters Score -271925.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -271925.593750 Penalty: 2612.201660
	Iteration 31Q: 3 clusters Score -271925.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -271926.968750 Penalty: 2612.201660
	Iteration 32Q: 3 clusters Score -271927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -271928.312500 Penalty: 2612.201660
	Iteration 33Q: 3 clusters Score -271928.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -271931.687500 Penalty: 2612.201660
	Iteration 34Q: 3 clusters Score -271931.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -271932.937500 Penalty: 2612.201660
	Iteration 35Q: 3 clusters Score -271932.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -271933.562500 Penalty: 2612.201660
	Iteration 36Q: 3 clusters Score -271933.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -271934.937500 Penalty: 2612.201660
	Iteration 37Q: 3 clusters Score -271934.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -271936.312500 Penalty: 2612.201660
	Iteration 38Q: 3 clusters Score -271936.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -271936.593750 Penalty: 2612.201660
	Iteration 39Q: 3 clusters Score -271936.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -271936.593750 Penalty: 2612.201660
	Iteration 40F: 3 clusters Score -271936.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (107591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Entering Unmasked Estep 
Score: -9382395.000000 Penalty: 1882.739990
	Iteration 0F: 2 clusters Score -9382395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -9310095.000000 Penalty: 3765.479980
	Iteration 0F: 3 clusters Score -9310095 nChanged 51860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54439 members 
Mstep: Class 2 contains 53152 members 
Entering Unmasked Estep 
Score: -9340219.000000 Penalty: 3765.479980
	Iteration 1F: 3 clusters Score -9340219 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -9341220.000000 Penalty: 3765.479980
	Iteration 2Q: 3 clusters Score -9341220 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54766 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -9342343.000000 Penalty: 3765.479980
	Iteration 3Q: 3 clusters Score -9342343 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55347 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -9343867.000000 Penalty: 3765.479980
	Iteration 4Q: 3 clusters Score -9343867 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 51288 members 
Entering Unmasked Estep 
Score: -9345290.000000 Penalty: 3765.479980
	Iteration 5Q: 3 clusters Score -9345290 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57698 members 
Mstep: Class 2 contains 49893 members 
Entering Unmasked Estep 
Score: -9346816.000000 Penalty: 3765.479980
	Iteration 6Q: 3 clusters Score -9346816 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 47838 members 
Entering Unmasked Estep 
Score: -9348656.000000 Penalty: 3765.479980
	Iteration 7Q: 3 clusters Score -9348656 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -9350813.000000 Penalty: 3765.479980
	Iteration 8Q: 3 clusters Score -9350813 nChanged 5090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66142 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -9353396.000000 Penalty: 3765.479980
	Iteration 9Q: 3 clusters Score -9353396 nChanged 5393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70447 members 
Mstep: Class 2 contains 37144 members 
Entering Unmasked Estep 
Score: -9356588.000000 Penalty: 3765.479980
	Iteration 10F: 3 clusters Score -9356588 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9360475.000000 Penalty: 3765.479980
	Iteration 11F: 3 clusters Score -9360475 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80014 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -9364315.000000 Penalty: 3765.479980
	Iteration 12F: 3 clusters Score -9364315 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84107 members 
Mstep: Class 2 contains 23484 members 
Entering Unmasked Estep 
Score: -9367603.000000 Penalty: 3765.479980
	Iteration 13Q: 3 clusters Score -9367603 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87644 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -9370183.000000 Penalty: 3765.479980
	Iteration 14Q: 3 clusters Score -9370183 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -9372205.000000 Penalty: 3765.479980
	Iteration 15Q: 3 clusters Score -9372205 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93223 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -9373800.000000 Penalty: 3765.479980
	Iteration 16Q: 3 clusters Score -9373800 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95462 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -9375274.000000 Penalty: 3765.479980
	Iteration 17Q: 3 clusters Score -9375274 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -9376462.000000 Penalty: 3765.479980
	Iteration 18Q: 3 clusters Score -9376462 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99149 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -9377547.000000 Penalty: 3765.479980
	Iteration 19Q: 3 clusters Score -9377547 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100580 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -9378512.000000 Penalty: 3765.479980
	Iteration 20F: 3 clusters Score -9378512 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101727 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -9379282.000000 Penalty: 3765.479980
	Iteration 21Q: 3 clusters Score -9379282 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102595 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -9379900.000000 Penalty: 3765.479980
	Iteration 22Q: 3 clusters Score -9379900 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103236 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9380313.000000 Penalty: 3765.479980
	Iteration 23Q: 3 clusters Score -9380313 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103693 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -9380581.000000 Penalty: 3765.479980
	Iteration 24Q: 3 clusters Score -9380581 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104061 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -9380828.000000 Penalty: 3765.479980
	Iteration 25Q: 3 clusters Score -9380828 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -9381003.000000 Penalty: 3765.479980
	Iteration 26Q: 3 clusters Score -9381003 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -9381092.000000 Penalty: 3765.479980
	Iteration 27Q: 3 clusters Score -9381092 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104701 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -9381131.000000 Penalty: 3765.479980
	Iteration 28Q: 3 clusters Score -9381131 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104821 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -9381172.000000 Penalty: 3765.479980
	Iteration 29Q: 3 clusters Score -9381172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104927 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9381195.000000 Penalty: 3765.479980
	Iteration 30Q: 3 clusters Score -9381195 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105005 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9381213.000000 Penalty: 3765.479980
	Iteration 31Q: 3 clusters Score -9381213 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105058 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -9381214.000000 Penalty: 3765.479980
	Iteration 32Q: 3 clusters Score -9381214 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105094 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -9381221.000000 Penalty: 3765.479980
	Iteration 33Q: 3 clusters Score -9381221 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105118 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -9381225.000000 Penalty: 3765.479980
	Iteration 34Q: 3 clusters Score -9381225 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105137 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -9381214.000000 Penalty: 3765.479980
	Iteration 35Q: 3 clusters Score -9381214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105152 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9381223.000000 Penalty: 3765.479980
	Iteration 36Q: 3 clusters Score -9381223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105159 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9381221.000000 Penalty: 3765.479980
	Iteration 37Q: 3 clusters Score -9381221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105173 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9381230.000000 Penalty: 3765.479980
	Iteration 38Q: 3 clusters Score -9381230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105186 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -9381231.000000 Penalty: 3765.479980
	Iteration 39Q: 3 clusters Score -9381231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -9381225.000000 Penalty: 3765.479980
	Iteration 40F: 3 clusters Score -9381225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -9381223.000000 Penalty: 3765.479980
	Iteration 41Q: 3 clusters Score -9381223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105218 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9381228.000000 Penalty: 3765.479980
	Iteration 42Q: 3 clusters Score -9381228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105224 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -9381224.000000 Penalty: 3765.479980
	Iteration 43Q: 3 clusters Score -9381224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105230 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -9381230.000000 Penalty: 3765.479980
	Iteration 44Q: 3 clusters Score -9381230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105237 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -9381234.000000 Penalty: 3765.479980
	Iteration 45Q: 3 clusters Score -9381234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105240 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -9381229.000000 Penalty: 3765.479980
	Iteration 46Q: 3 clusters Score -9381229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105246 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9381227.000000 Penalty: 3765.479980
	Iteration 47Q: 3 clusters Score -9381227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9381221.000000 Penalty: 3765.479980
	Iteration 48Q: 3 clusters Score -9381221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105257 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -9381226.000000 Penalty: 3765.479980
	Iteration 49Q: 3 clusters Score -9381226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105262 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -9381226.000000 Penalty: 3765.479980
	Iteration 50Q: 3 clusters Score -9381226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105266 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -9381218.000000 Penalty: 3765.479980
	Iteration 51Q: 3 clusters Score -9381218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105268 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -9381222.000000 Penalty: 3765.479980
	Iteration 52Q: 3 clusters Score -9381222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -9381227.000000 Penalty: 3765.479980
	Iteration 53Q: 3 clusters Score -9381227 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105274 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -9381228.000000 Penalty: 3765.479980
	Iteration 54Q: 3 clusters Score -9381228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105282 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -9381235.000000 Penalty: 3765.479980
	Iteration 55Q: 3 clusters Score -9381235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105292 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -9381243.000000 Penalty: 3765.479980
	Iteration 56Q: 3 clusters Score -9381243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105298 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9381242.000000 Penalty: 3765.479980
	Iteration 57Q: 3 clusters Score -9381242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105303 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -9381241.000000 Penalty: 3765.479980
	Iteration 58Q: 3 clusters Score -9381241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -9381248.000000 Penalty: 3765.479980
	Iteration 59Q: 3 clusters Score -9381248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105309 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -9381251.000000 Penalty: 3765.479980
	Iteration 60F: 3 clusters Score -9381251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105312 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -9381246.000000 Penalty: 3765.479980
	Iteration 61Q: 3 clusters Score -9381246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105314 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -9381252.000000 Penalty: 3765.479980
	Iteration 62Q: 3 clusters Score -9381252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105316 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -9381249.000000 Penalty: 3765.479980
	Iteration 63Q: 3 clusters Score -9381249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105321 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -9381255.000000 Penalty: 3765.479980
	Iteration 64Q: 3 clusters Score -9381255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105323 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9381253.000000 Penalty: 3765.479980
	Iteration 65Q: 3 clusters Score -9381253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105325 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -9381252.000000 Penalty: 3765.479980
	Iteration 66Q: 3 clusters Score -9381252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -9381253.000000 Penalty: 3765.479980
	Iteration 67Q: 3 clusters Score -9381253 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9381253.000000 Penalty: 3765.479980
	Iteration 68Q: 3 clusters Score -9381253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -9381253.000000 Penalty: 3765.479980
	Iteration 69F: 3 clusters Score -9381253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -802412.625000 Penalty: 1483.130859
	Iteration 0F: 2 clusters Score -802412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -795816.562500 Penalty: 2966.261719
	Iteration 0F: 3 clusters Score -795816.6 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -797930.250000 Penalty: 2966.261719
	Iteration 1F: 3 clusters Score -797930.2 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -798277.562500 Penalty: 2966.261719
	Iteration 2F: 3 clusters Score -798277.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -798674.687500 Penalty: 2966.261719
	Iteration 3F: 3 clusters Score -798674.7 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -799136.125000 Penalty: 2966.261719
	Iteration 4F: 3 clusters Score -799136.1 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -799629.875000 Penalty: 2966.261719
	Iteration 5F: 3 clusters Score -799629.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -800091.625000 Penalty: 2966.261719
	Iteration 6F: 3 clusters Score -800091.6 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -800429.250000 Penalty: 2966.261719
	Iteration 7F: 3 clusters Score -800429.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -800691.875000 Penalty: 2966.261719
	Iteration 8Q: 3 clusters Score -800691.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -800895.500000 Penalty: 2966.261719
	Iteration 9Q: 3 clusters Score -800895.5 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -801041.687500 Penalty: 2966.261719
	Iteration 10Q: 3 clusters Score -801041.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -801136.312500 Penalty: 2966.261719
	Iteration 11Q: 3 clusters Score -801136.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -801202.812500 Penalty: 2966.261719
	Iteration 12Q: 3 clusters Score -801202.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -801249.312500 Penalty: 2966.261719
	Iteration 13Q: 3 clusters Score -801249.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -801296.312500 Penalty: 2966.261719
	Iteration 14Q: 3 clusters Score -801296.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -801327.437500 Penalty: 2966.261719
	Iteration 15Q: 3 clusters Score -801327.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -801345.250000 Penalty: 2966.261719
	Iteration 16Q: 3 clusters Score -801345.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -801355.937500 Penalty: 2966.261719
	Iteration 17Q: 3 clusters Score -801355.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -801365.000000 Penalty: 2966.261719
	Iteration 18Q: 3 clusters Score -801365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -801374.062500 Penalty: 2966.261719
	Iteration 19Q: 3 clusters Score -801374.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -801386.750000 Penalty: 2966.261719
	Iteration 20F: 3 clusters Score -801386.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -801397.062500 Penalty: 2966.261719
	Iteration 21Q: 3 clusters Score -801397.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -801402.437500 Penalty: 2966.261719
	Iteration 22Q: 3 clusters Score -801402.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -801408.500000 Penalty: 2966.261719
	Iteration 23Q: 3 clusters Score -801408.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -801415.000000 Penalty: 2966.261719
	Iteration 24Q: 3 clusters Score -801415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -801420.937500 Penalty: 2966.261719
	Iteration 25Q: 3 clusters Score -801420.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -801428.500000 Penalty: 2966.261719
	Iteration 26Q: 3 clusters Score -801428.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -801434.562500 Penalty: 2966.261719
	Iteration 27Q: 3 clusters Score -801434.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -801450.437500 Penalty: 2966.261719
	Iteration 28Q: 3 clusters Score -801450.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -801466.812500 Penalty: 2966.261719
	Iteration 29Q: 3 clusters Score -801466.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -801484.000000 Penalty: 2966.261719
	Iteration 30Q: 3 clusters Score -801484 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -801506.125000 Penalty: 2966.261719
	Iteration 31Q: 3 clusters Score -801506.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -801522.375000 Penalty: 2966.261719
	Iteration 32Q: 3 clusters Score -801522.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -801540.875000 Penalty: 2966.261719
	Iteration 33Q: 3 clusters Score -801540.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -801563.250000 Penalty: 2966.261719
	Iteration 34Q: 3 clusters Score -801563.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -801581.875000 Penalty: 2966.261719
	Iteration 35Q: 3 clusters Score -801581.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -801600.750000 Penalty: 2966.261719
	Iteration 36Q: 3 clusters Score -801600.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -801620.125000 Penalty: 2966.261719
	Iteration 37Q: 3 clusters Score -801620.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -801636.750000 Penalty: 2966.261719
	Iteration 38Q: 3 clusters Score -801636.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -801650.812500 Penalty: 2966.261719
	Iteration 39Q: 3 clusters Score -801650.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -801659.062500 Penalty: 2966.261719
	Iteration 40F: 3 clusters Score -801659.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -801668.625000 Penalty: 2966.261719
	Iteration 41Q: 3 clusters Score -801668.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -801672.687500 Penalty: 2966.261719
	Iteration 42Q: 3 clusters Score -801672.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -801681.937500 Penalty: 2966.261719
	Iteration 43Q: 3 clusters Score -801681.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -801686.562500 Penalty: 2966.261719
	Iteration 44Q: 3 clusters Score -801686.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -801690.562500 Penalty: 2966.261719
	Iteration 45Q: 3 clusters Score -801690.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -801691.812500 Penalty: 2966.261719
	Iteration 46Q: 3 clusters Score -801691.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -801693.687500 Penalty: 2966.261719
	Iteration 47Q: 3 clusters Score -801693.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -801698.625000 Penalty: 2966.261719
	Iteration 48Q: 3 clusters Score -801698.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -801700.687500 Penalty: 2966.261719
	Iteration 49Q: 3 clusters Score -801700.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -801701.375000 Penalty: 2966.261719
	Iteration 50Q: 3 clusters Score -801701.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -801701.812500 Penalty: 2966.261719
	Iteration 51Q: 3 clusters Score -801701.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -801702.750000 Penalty: 2966.261719
	Iteration 52Q: 3 clusters Score -801702.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -801703.250000 Penalty: 2966.261719
	Iteration 53Q: 3 clusters Score -801703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -801702.750000 Penalty: 2966.261719
	Iteration 54Q: 3 clusters Score -801702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -801702.312500 Penalty: 2966.261719
	Iteration 55Q: 3 clusters Score -801702.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -801703.062500 Penalty: 2966.261719
	Iteration 56Q: 3 clusters Score -801703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -801703.937500 Penalty: 2966.261719
	Iteration 57Q: 3 clusters Score -801703.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -801702.625000 Penalty: 2966.261719
	Iteration 58Q: 3 clusters Score -801702.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -801703.375000 Penalty: 2966.261719
	Iteration 59Q: 3 clusters Score -801703.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -801702.687500 Penalty: 2966.261719
	Iteration 60F: 3 clusters Score -801702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -801703.812500 Penalty: 2966.261719
	Iteration 61Q: 3 clusters Score -801703.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -801703.250000 Penalty: 2966.261719
	Iteration 62Q: 3 clusters Score -801703.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -801704.375000 Penalty: 2966.261719
	Iteration 63Q: 3 clusters Score -801704.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -801702.875000 Penalty: 2966.261719
	Iteration 64Q: 3 clusters Score -801702.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -801702.875000 Penalty: 2966.261719
	Iteration 65F: 3 clusters Score -801702.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -339389.156250 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -339389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -335834.687500 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -335834.7 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -336942.937500 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -336942.9 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -337209.187500 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -337209.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -337469.687500 Penalty: 2729.775879
	Iteration 3F: 3 clusters Score -337469.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -337699.312500 Penalty: 2729.775879
	Iteration 4F: 3 clusters Score -337699.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -337902.156250 Penalty: 2729.775879
	Iteration 5F: 3 clusters Score -337902.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -338056.000000 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -338056 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -338173.656250 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -338173.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -338299.062500 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -338299.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -338398.750000 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -338398.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -338470.250000 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -338470.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -338508.500000 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -338508.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -338541.093750 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -338541.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -338560.343750 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -338560.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -338578.281250 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -338578.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -338594.000000 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -338594 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -338611.843750 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -338611.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -338622.437500 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -338622.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -338633.531250 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -338633.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338641.906250 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -338641.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -338645.968750 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -338646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -338650.156250 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -338650.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -338652.437500 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -338652.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -338653.375000 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -338653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -338654.781250 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -338654.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -338655.843750 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -338655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -338657.000000 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -338657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -338656.781250 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -338656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338656.437500 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -338656.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -338656.437500 Penalty: 2729.775879
	Iteration 29F: 3 clusters Score -338656.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Entering Unmasked Estep 
Score: -2903945.750000 Penalty: 1689.034668
	Iteration 0F: 2 clusters Score -2903946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2881979.250000 Penalty: 3378.069336
	Iteration 0F: 3 clusters Score -2881979 nChanged 15104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2890375.000000 Penalty: 3378.069336
	Iteration 1F: 3 clusters Score -2890375 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2890701.000000 Penalty: 3378.069336
	Iteration 2Q: 3 clusters Score -2890701 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2891027.500000 Penalty: 3378.069336
	Iteration 3Q: 3 clusters Score -2891028 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2891301.000000 Penalty: 3378.069336
	Iteration 4Q: 3 clusters Score -2891301 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2891556.500000 Penalty: 3378.069336
	Iteration 5Q: 3 clusters Score -2891556 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2891851.000000 Penalty: 3378.069336
	Iteration 6Q: 3 clusters Score -2891851 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2892225.250000 Penalty: 3378.069336
	Iteration 7Q: 3 clusters Score -2892225 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2892739.750000 Penalty: 3378.069336
	Iteration 8Q: 3 clusters Score -2892740 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2893506.500000 Penalty: 3378.069336
	Iteration 9Q: 3 clusters Score -2893506 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2894544.250000 Penalty: 3378.069336
	Iteration 10F: 3 clusters Score -2894544 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -2895817.000000 Penalty: 3378.069336
	Iteration 11F: 3 clusters Score -2895817 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -2897210.750000 Penalty: 3378.069336
	Iteration 12F: 3 clusters Score -2897211 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 27127 members 
Entering Unmasked Estep 
Score: -2898503.250000 Penalty: 3378.069336
	Iteration 13Q: 3 clusters Score -2898503 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -2899433.750000 Penalty: 3378.069336
	Iteration 14Q: 3 clusters Score -2899434 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -2900147.000000 Penalty: 3378.069336
	Iteration 15Q: 3 clusters Score -2900147 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -2900723.250000 Penalty: 3378.069336
	Iteration 16Q: 3 clusters Score -2900723 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -2901131.000000 Penalty: 3378.069336
	Iteration 17Q: 3 clusters Score -2901131 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 31066 members 
Entering Unmasked Estep 
Score: -2901471.750000 Penalty: 3378.069336
	Iteration 18Q: 3 clusters Score -2901472 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -2901774.500000 Penalty: 3378.069336
	Iteration 19Q: 3 clusters Score -2901774 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 31722 members 
Entering Unmasked Estep 
Score: -2901963.250000 Penalty: 3378.069336
	Iteration 20F: 3 clusters Score -2901963 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -2902095.000000 Penalty: 3378.069336
	Iteration 21Q: 3 clusters Score -2902095 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -2902240.250000 Penalty: 3378.069336
	Iteration 22Q: 3 clusters Score -2902240 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -2902307.500000 Penalty: 3378.069336
	Iteration 23Q: 3 clusters Score -2902308 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -2902342.250000 Penalty: 3378.069336
	Iteration 24Q: 3 clusters Score -2902342 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 32181 members 
Entering Unmasked Estep 
Score: -2902379.750000 Penalty: 3378.069336
	Iteration 25Q: 3 clusters Score -2902380 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -2902400.250000 Penalty: 3378.069336
	Iteration 26Q: 3 clusters Score -2902400 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -2902421.000000 Penalty: 3378.069336
	Iteration 27Q: 3 clusters Score -2902421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -2902436.500000 Penalty: 3378.069336
	Iteration 28Q: 3 clusters Score -2902436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 32272 members 
Entering Unmasked Estep 
Score: -2902455.250000 Penalty: 3378.069336
	Iteration 29Q: 3 clusters Score -2902455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 32284 members 
Entering Unmasked Estep 
Score: -2902467.000000 Penalty: 3378.069336
	Iteration 30Q: 3 clusters Score -2902467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -2902476.000000 Penalty: 3378.069336
	Iteration 31Q: 3 clusters Score -2902476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -2902477.000000 Penalty: 3378.069336
	Iteration 32Q: 3 clusters Score -2902477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -2902480.000000 Penalty: 3378.069336
	Iteration 33Q: 3 clusters Score -2902480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -2902480.000000 Penalty: 3378.069336
	Iteration 34F: 3 clusters Score -2902480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -221875.890625 Penalty: 1274.625366
	Iteration 0F: 2 clusters Score -221875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -219483.187500 Penalty: 2549.250732
	Iteration 0F: 3 clusters Score -219483.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -220142.718750 Penalty: 2549.250732
	Iteration 1F: 3 clusters Score -220142.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -220369.828125 Penalty: 2549.250732
	Iteration 2F: 3 clusters Score -220369.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -220504.093750 Penalty: 2549.250732
	Iteration 3F: 3 clusters Score -220504.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -220601.031250 Penalty: 2549.250732
	Iteration 4Q: 3 clusters Score -220601 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -220679.000000 Penalty: 2549.250732
	Iteration 5Q: 3 clusters Score -220679 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -220745.406250 Penalty: 2549.250732
	Iteration 6Q: 3 clusters Score -220745.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -220790.718750 Penalty: 2549.250732
	Iteration 7Q: 3 clusters Score -220790.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -220821.015625 Penalty: 2549.250732
	Iteration 8Q: 3 clusters Score -220821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -220838.609375 Penalty: 2549.250732
	Iteration 9Q: 3 clusters Score -220838.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -220853.593750 Penalty: 2549.250732
	Iteration 10Q: 3 clusters Score -220853.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -220865.875000 Penalty: 2549.250732
	Iteration 11Q: 3 clusters Score -220865.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -220878.062500 Penalty: 2549.250732
	Iteration 12Q: 3 clusters Score -220878.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -220885.250000 Penalty: 2549.250732
	Iteration 13Q: 3 clusters Score -220885.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -220889.828125 Penalty: 2549.250732
	Iteration 14Q: 3 clusters Score -220889.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -220894.859375 Penalty: 2549.250732
	Iteration 15Q: 3 clusters Score -220894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220898.078125 Penalty: 2549.250732
	Iteration 16Q: 3 clusters Score -220898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220900.203125 Penalty: 2549.250732
	Iteration 17Q: 3 clusters Score -220900.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -220900.828125 Penalty: 2549.250732
	Iteration 18Q: 3 clusters Score -220900.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -220902.015625 Penalty: 2549.250732
	Iteration 19Q: 3 clusters Score -220902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -220902.359375 Penalty: 2549.250732
	Iteration 20F: 3 clusters Score -220902.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220903.156250 Penalty: 2549.250732
	Iteration 21Q: 3 clusters Score -220903.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220904.234375 Penalty: 2549.250732
	Iteration 22Q: 3 clusters Score -220904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -220904.968750 Penalty: 2549.250732
	Iteration 23Q: 3 clusters Score -220905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -220905.468750 Penalty: 2549.250732
	Iteration 24Q: 3 clusters Score -220905.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -220907.296875 Penalty: 2549.250732
	Iteration 25Q: 3 clusters Score -220907.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -220908.703125 Penalty: 2549.250732
	Iteration 26Q: 3 clusters Score -220908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -220912.140625 Penalty: 2549.250732
	Iteration 27Q: 3 clusters Score -220912.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220913.984375 Penalty: 2549.250732
	Iteration 28Q: 3 clusters Score -220914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220914.265625 Penalty: 2549.250732
	Iteration 29Q: 3 clusters Score -220914.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -220915.125000 Penalty: 2549.250732
	Iteration 30Q: 3 clusters Score -220915.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220915.937500 Penalty: 2549.250732
	Iteration 31Q: 3 clusters Score -220915.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -220915.937500 Penalty: 2549.250732
	Iteration 32F: 3 clusters Score -220915.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Entering Unmasked Estep 
Score: -694975.375000 Penalty: 1458.498779
	Iteration 0F: 2 clusters Score -694975.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -689216.250000 Penalty: 2916.997559
	Iteration 0F: 3 clusters Score -689216.2 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -690952.062500 Penalty: 2916.997559
	Iteration 1F: 3 clusters Score -690952.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -691170.437500 Penalty: 2916.997559
	Iteration 2F: 3 clusters Score -691170.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -691365.187500 Penalty: 2916.997559
	Iteration 3F: 3 clusters Score -691365.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -691533.812500 Penalty: 2916.997559
	Iteration 4Q: 3 clusters Score -691533.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -691685.000000 Penalty: 2916.997559
	Iteration 5Q: 3 clusters Score -691685 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -691819.875000 Penalty: 2916.997559
	Iteration 6Q: 3 clusters Score -691819.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -691944.000000 Penalty: 2916.997559
	Iteration 7Q: 3 clusters Score -691944 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -692083.312500 Penalty: 2916.997559
	Iteration 8Q: 3 clusters Score -692083.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -692227.187500 Penalty: 2916.997559
	Iteration 9Q: 3 clusters Score -692227.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -692390.812500 Penalty: 2916.997559
	Iteration 10Q: 3 clusters Score -692390.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -692568.375000 Penalty: 2916.997559
	Iteration 11Q: 3 clusters Score -692568.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -692770.250000 Penalty: 2916.997559
	Iteration 12Q: 3 clusters Score -692770.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -692978.187500 Penalty: 2916.997559
	Iteration 13Q: 3 clusters Score -692978.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -693146.437500 Penalty: 2916.997559
	Iteration 14Q: 3 clusters Score -693146.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -693295.437500 Penalty: 2916.997559
	Iteration 15Q: 3 clusters Score -693295.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -693407.125000 Penalty: 2916.997559
	Iteration 16Q: 3 clusters Score -693407.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -693479.375000 Penalty: 2916.997559
	Iteration 17Q: 3 clusters Score -693479.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -693539.500000 Penalty: 2916.997559
	Iteration 18Q: 3 clusters Score -693539.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -693583.625000 Penalty: 2916.997559
	Iteration 19Q: 3 clusters Score -693583.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -693612.500000 Penalty: 2916.997559
	Iteration 20F: 3 clusters Score -693612.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -693626.812500 Penalty: 2916.997559
	Iteration 21Q: 3 clusters Score -693626.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -693640.437500 Penalty: 2916.997559
	Iteration 22Q: 3 clusters Score -693640.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -693648.937500 Penalty: 2916.997559
	Iteration 23Q: 3 clusters Score -693648.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -693655.687500 Penalty: 2916.997559
	Iteration 24Q: 3 clusters Score -693655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -693658.687500 Penalty: 2916.997559
	Iteration 25Q: 3 clusters Score -693658.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -693665.687500 Penalty: 2916.997559
	Iteration 26Q: 3 clusters Score -693665.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -693677.437500 Penalty: 2916.997559
	Iteration 27Q: 3 clusters Score -693677.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7601 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -693686.312500 Penalty: 2916.997559
	Iteration 28Q: 3 clusters Score -693686.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -693694.875000 Penalty: 2916.997559
	Iteration 29Q: 3 clusters Score -693694.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -693706.812500 Penalty: 2916.997559
	Iteration 30Q: 3 clusters Score -693706.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -693712.000000 Penalty: 2916.997559
	Iteration 31Q: 3 clusters Score -693712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -693719.437500 Penalty: 2916.997559
	Iteration 32Q: 3 clusters Score -693719.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -693726.125000 Penalty: 2916.997559
	Iteration 33Q: 3 clusters Score -693726.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -693733.687500 Penalty: 2916.997559
	Iteration 34Q: 3 clusters Score -693733.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -693736.937500 Penalty: 2916.997559
	Iteration 35Q: 3 clusters Score -693736.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -693742.500000 Penalty: 2916.997559
	Iteration 36Q: 3 clusters Score -693742.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -693745.937500 Penalty: 2916.997559
	Iteration 37Q: 3 clusters Score -693745.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -693746.750000 Penalty: 2916.997559
	Iteration 38Q: 3 clusters Score -693746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -693748.125000 Penalty: 2916.997559
	Iteration 39Q: 3 clusters Score -693748.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -693748.125000 Penalty: 2916.997559
	Iteration 40F: 3 clusters Score -693748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Entering Unmasked Estep 
Score: -1050531.000000 Penalty: 1523.493774
	Iteration 0F: 2 clusters Score -1050531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -1042217.500000 Penalty: 3046.987549
	Iteration 0F: 3 clusters Score -1042218 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1045012.875000 Penalty: 3046.987549
	Iteration 1F: 3 clusters Score -1045013 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1045430.500000 Penalty: 3046.987549
	Iteration 2F: 3 clusters Score -1045430 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1046045.187500 Penalty: 3046.987549
	Iteration 3F: 3 clusters Score -1046045 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1046913.000000 Penalty: 3046.987549
	Iteration 4F: 3 clusters Score -1046913 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1047869.187500 Penalty: 3046.987549
	Iteration 5F: 3 clusters Score -1047869 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1048645.500000 Penalty: 3046.987549
	Iteration 6F: 3 clusters Score -1048646 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1049090.750000 Penalty: 3046.987549
	Iteration 7F: 3 clusters Score -1049091 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1049291.375000 Penalty: 3046.987549
	Iteration 8Q: 3 clusters Score -1049291 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1049380.875000 Penalty: 3046.987549
	Iteration 9Q: 3 clusters Score -1049381 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1049434.375000 Penalty: 3046.987549
	Iteration 10Q: 3 clusters Score -1049434 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -1049464.250000 Penalty: 3046.987549
	Iteration 11Q: 3 clusters Score -1049464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1049485.750000 Penalty: 3046.987549
	Iteration 12Q: 3 clusters Score -1049486 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1049502.000000 Penalty: 3046.987549
	Iteration 13Q: 3 clusters Score -1049502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1049516.750000 Penalty: 3046.987549
	Iteration 14Q: 3 clusters Score -1049517 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1049525.125000 Penalty: 3046.987549
	Iteration 15Q: 3 clusters Score -1049525 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1049538.500000 Penalty: 3046.987549
	Iteration 16Q: 3 clusters Score -1049538 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1049547.625000 Penalty: 3046.987549
	Iteration 17Q: 3 clusters Score -1049548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1049559.375000 Penalty: 3046.987549
	Iteration 18Q: 3 clusters Score -1049559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1049565.375000 Penalty: 3046.987549
	Iteration 19Q: 3 clusters Score -1049565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1049577.625000 Penalty: 3046.987549
	Iteration 20F: 3 clusters Score -1049578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1049583.250000 Penalty: 3046.987549
	Iteration 21Q: 3 clusters Score -1049583 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9635 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1049590.750000 Penalty: 3046.987549
	Iteration 22Q: 3 clusters Score -1049591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1049603.125000 Penalty: 3046.987549
	Iteration 23Q: 3 clusters Score -1049603 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1049613.875000 Penalty: 3046.987549
	Iteration 24Q: 3 clusters Score -1049614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1049619.625000 Penalty: 3046.987549
	Iteration 25Q: 3 clusters Score -1049620 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1049623.375000 Penalty: 3046.987549
	Iteration 26Q: 3 clusters Score -1049623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1049626.125000 Penalty: 3046.987549
	Iteration 27Q: 3 clusters Score -1049626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1049626.375000 Penalty: 3046.987549
	Iteration 28Q: 3 clusters Score -1049626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1049631.125000 Penalty: 3046.987549
	Iteration 29Q: 3 clusters Score -1049631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1049633.375000 Penalty: 3046.987549
	Iteration 30Q: 3 clusters Score -1049633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1049638.375000 Penalty: 3046.987549
	Iteration 31Q: 3 clusters Score -1049638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1049637.375000 Penalty: 3046.987549
	Iteration 32Q: 3 clusters Score -1049637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1049640.250000 Penalty: 3046.987549
	Iteration 33Q: 3 clusters Score -1049640 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1049642.750000 Penalty: 3046.987549
	Iteration 34Q: 3 clusters Score -1049643 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1049645.625000 Penalty: 3046.987549
	Iteration 35Q: 3 clusters Score -1049646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1049648.500000 Penalty: 3046.987549
	Iteration 36Q: 3 clusters Score -1049648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1049653.125000 Penalty: 3046.987549
	Iteration 37Q: 3 clusters Score -1049653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1049654.875000 Penalty: 3046.987549
	Iteration 38Q: 3 clusters Score -1049655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1049656.375000 Penalty: 3046.987549
	Iteration 39Q: 3 clusters Score -1049656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1049656.875000 Penalty: 3046.987549
	Iteration 40F: 3 clusters Score -1049657 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1049661.125000 Penalty: 3046.987549
	Iteration 41Q: 3 clusters Score -1049661 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1049665.625000 Penalty: 3046.987549
	Iteration 42Q: 3 clusters Score -1049666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1049667.375000 Penalty: 3046.987549
	Iteration 43Q: 3 clusters Score -1049667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1049671.500000 Penalty: 3046.987549
	Iteration 44Q: 3 clusters Score -1049672 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1049676.375000 Penalty: 3046.987549
	Iteration 45Q: 3 clusters Score -1049676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1049682.125000 Penalty: 3046.987549
	Iteration 46Q: 3 clusters Score -1049682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1049689.500000 Penalty: 3046.987549
	Iteration 47Q: 3 clusters Score -1049690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1049693.375000 Penalty: 3046.987549
	Iteration 48Q: 3 clusters Score -1049693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1049697.000000 Penalty: 3046.987549
	Iteration 49Q: 3 clusters Score -1049697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1049696.375000 Penalty: 3046.987549
	Iteration 50Q: 3 clusters Score -1049696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1049696.875000 Penalty: 3046.987549
	Iteration 51Q: 3 clusters Score -1049697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1049700.625000 Penalty: 3046.987549
	Iteration 52Q: 3 clusters Score -1049701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1049706.125000 Penalty: 3046.987549
	Iteration 53Q: 3 clusters Score -1049706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1049707.000000 Penalty: 3046.987549
	Iteration 54Q: 3 clusters Score -1049707 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1049710.250000 Penalty: 3046.987549
	Iteration 55Q: 3 clusters Score -1049710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1049714.125000 Penalty: 3046.987549
	Iteration 56Q: 3 clusters Score -1049714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1049714.500000 Penalty: 3046.987549
	Iteration 57Q: 3 clusters Score -1049714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1049717.875000 Penalty: 3046.987549
	Iteration 58Q: 3 clusters Score -1049718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1049718.500000 Penalty: 3046.987549
	Iteration 59Q: 3 clusters Score -1049718 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1049722.250000 Penalty: 3046.987549
	Iteration 60F: 3 clusters Score -1049722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1049720.000000 Penalty: 3046.987549
	Iteration 61Q: 3 clusters Score -1049720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1049722.500000 Penalty: 3046.987549
	Iteration 62Q: 3 clusters Score -1049722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1049720.125000 Penalty: 3046.987549
	Iteration 63Q: 3 clusters Score -1049720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1049721.625000 Penalty: 3046.987549
	Iteration 64Q: 3 clusters Score -1049722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1049725.500000 Penalty: 3046.987549
	Iteration 65Q: 3 clusters Score -1049726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1049726.375000 Penalty: 3046.987549
	Iteration 66Q: 3 clusters Score -1049726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1049725.875000 Penalty: 3046.987549
	Iteration 67Q: 3 clusters Score -1049726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10403 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1049725.875000 Penalty: 3046.987549
	Iteration 68F: 3 clusters Score -1049726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -81665.796875 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -81665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80242.210938 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -80242.21 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80458.773438 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -80458.77 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80518.234375 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -80518.23 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80564.125000 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -80564.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80589.953125 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -80589.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80602.453125 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -80602.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80612.117188 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -80612.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -80617.312500 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -80617.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -80620.289062 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -80620.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -80622.734375 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -80622.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80624.539062 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -80624.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80625.031250 Penalty: 2230.056152
	Iteration 11Q: 3 clusters Score -80625.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -80625.031250 Penalty: 2230.056152
	Iteration 12F: 3 clusters Score -80625.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -226949.453125 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -226949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -224452.000000 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -224452 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -225178.906250 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -225178.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -225400.546875 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -225400.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -225509.281250 Penalty: 2560.154053
	Iteration 3F: 3 clusters Score -225509.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -225575.093750 Penalty: 2560.154053
	Iteration 4Q: 3 clusters Score -225575.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -225634.843750 Penalty: 2560.154053
	Iteration 5Q: 3 clusters Score -225634.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -225704.296875 Penalty: 2560.154053
	Iteration 6Q: 3 clusters Score -225704.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -225770.843750 Penalty: 2560.154053
	Iteration 7Q: 3 clusters Score -225770.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -225832.609375 Penalty: 2560.154053
	Iteration 8Q: 3 clusters Score -225832.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -225890.046875 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -225890 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -225951.625000 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -225951.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -226024.671875 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -226024.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -226077.281250 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -226077.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -226116.218750 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -226116.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -226146.531250 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -226146.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -226177.312500 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -226177.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -226201.671875 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -226201.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -226223.281250 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -226223.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -226239.750000 Penalty: 2560.154053
	Iteration 18Q: 3 clusters Score -226239.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -226261.953125 Penalty: 2560.154053
	Iteration 19Q: 3 clusters Score -226262 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -226280.296875 Penalty: 2560.154053
	Iteration 20F: 3 clusters Score -226280.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -226289.046875 Penalty: 2560.154053
	Iteration 21Q: 3 clusters Score -226289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226303.390625 Penalty: 2560.154053
	Iteration 22Q: 3 clusters Score -226303.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -226313.656250 Penalty: 2560.154053
	Iteration 23Q: 3 clusters Score -226313.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -226318.796875 Penalty: 2560.154053
	Iteration 24Q: 3 clusters Score -226318.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -226327.890625 Penalty: 2560.154053
	Iteration 25Q: 3 clusters Score -226327.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -226332.578125 Penalty: 2560.154053
	Iteration 26Q: 3 clusters Score -226332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -226338.375000 Penalty: 2560.154053
	Iteration 27Q: 3 clusters Score -226338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226342.812500 Penalty: 2560.154053
	Iteration 28Q: 3 clusters Score -226342.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -226346.265625 Penalty: 2560.154053
	Iteration 29Q: 3 clusters Score -226346.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -226349.109375 Penalty: 2560.154053
	Iteration 30Q: 3 clusters Score -226349.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -226350.890625 Penalty: 2560.154053
	Iteration 31Q: 3 clusters Score -226350.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -226354.484375 Penalty: 2560.154053
	Iteration 32Q: 3 clusters Score -226354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -226358.000000 Penalty: 2560.154053
	Iteration 33Q: 3 clusters Score -226358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -226360.218750 Penalty: 2560.154053
	Iteration 34Q: 3 clusters Score -226360.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -226361.296875 Penalty: 2560.154053
	Iteration 35Q: 3 clusters Score -226361.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -226363.250000 Penalty: 2560.154053
	Iteration 36Q: 3 clusters Score -226363.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -226365.687500 Penalty: 2560.154053
	Iteration 37Q: 3 clusters Score -226365.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -226368.312500 Penalty: 2560.154053
	Iteration 38Q: 3 clusters Score -226368.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -226371.187500 Penalty: 2560.154053
	Iteration 39Q: 3 clusters Score -226371.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -226373.734375 Penalty: 2560.154053
	Iteration 40F: 3 clusters Score -226373.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -226375.781250 Penalty: 2560.154053
	Iteration 41Q: 3 clusters Score -226375.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -226380.125000 Penalty: 2560.154053
	Iteration 42Q: 3 clusters Score -226380.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -226382.234375 Penalty: 2560.154053
	Iteration 43Q: 3 clusters Score -226382.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -226382.234375 Penalty: 2560.154053
	Iteration 44F: 3 clusters Score -226382.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Entering Unmasked Estep 
Score: -1781488.125000 Penalty: 1612.622192
	Iteration 0F: 2 clusters Score -1781488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1767561.250000 Penalty: 3225.244385
	Iteration 0F: 3 clusters Score -1767561 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -1772813.250000 Penalty: 3225.244385
	Iteration 1F: 3 clusters Score -1772813 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1773479.750000 Penalty: 3225.244385
	Iteration 2F: 3 clusters Score -1773480 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1774259.250000 Penalty: 3225.244385
	Iteration 3F: 3 clusters Score -1774259 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1775121.375000 Penalty: 3225.244385
	Iteration 4F: 3 clusters Score -1775121 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1775934.375000 Penalty: 3225.244385
	Iteration 5F: 3 clusters Score -1775934 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1776694.500000 Penalty: 3225.244385
	Iteration 6F: 3 clusters Score -1776694 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1777339.250000 Penalty: 3225.244385
	Iteration 7F: 3 clusters Score -1777339 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -1777879.875000 Penalty: 3225.244385
	Iteration 8Q: 3 clusters Score -1777880 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -1778330.625000 Penalty: 3225.244385
	Iteration 9Q: 3 clusters Score -1778331 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1778664.500000 Penalty: 3225.244385
	Iteration 10Q: 3 clusters Score -1778664 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -1778917.250000 Penalty: 3225.244385
	Iteration 11Q: 3 clusters Score -1778917 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1779089.500000 Penalty: 3225.244385
	Iteration 12Q: 3 clusters Score -1779090 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -1779190.500000 Penalty: 3225.244385
	Iteration 13Q: 3 clusters Score -1779190 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1779247.875000 Penalty: 3225.244385
	Iteration 14Q: 3 clusters Score -1779248 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1779295.875000 Penalty: 3225.244385
	Iteration 15Q: 3 clusters Score -1779296 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1779329.000000 Penalty: 3225.244385
	Iteration 16Q: 3 clusters Score -1779329 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 13163 members 
Entering Unmasked Estep 
Score: -1779344.125000 Penalty: 3225.244385
	Iteration 17Q: 3 clusters Score -1779344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -1779374.125000 Penalty: 3225.244385
	Iteration 18Q: 3 clusters Score -1779374 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1779389.750000 Penalty: 3225.244385
	Iteration 19Q: 3 clusters Score -1779390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -1779400.875000 Penalty: 3225.244385
	Iteration 20F: 3 clusters Score -1779401 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -1779414.625000 Penalty: 3225.244385
	Iteration 21Q: 3 clusters Score -1779415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -1779427.500000 Penalty: 3225.244385
	Iteration 22Q: 3 clusters Score -1779428 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1779428.125000 Penalty: 3225.244385
	Iteration 23Q: 3 clusters Score -1779428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -1779439.625000 Penalty: 3225.244385
	Iteration 24Q: 3 clusters Score -1779440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1779442.500000 Penalty: 3225.244385
	Iteration 25Q: 3 clusters Score -1779442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -1779450.875000 Penalty: 3225.244385
	Iteration 26Q: 3 clusters Score -1779451 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1779459.375000 Penalty: 3225.244385
	Iteration 27Q: 3 clusters Score -1779459 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1779460.375000 Penalty: 3225.244385
	Iteration 28Q: 3 clusters Score -1779460 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -1779472.125000 Penalty: 3225.244385
	Iteration 29Q: 3 clusters Score -1779472 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -1779475.125000 Penalty: 3225.244385
	Iteration 30Q: 3 clusters Score -1779475 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -1779475.000000 Penalty: 3225.244385
	Iteration 31Q: 3 clusters Score -1779475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -1779477.625000 Penalty: 3225.244385
	Iteration 32Q: 3 clusters Score -1779478 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -1779483.625000 Penalty: 3225.244385
	Iteration 33Q: 3 clusters Score -1779484 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -1779490.125000 Penalty: 3225.244385
	Iteration 34Q: 3 clusters Score -1779490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -1779490.625000 Penalty: 3225.244385
	Iteration 35Q: 3 clusters Score -1779491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -1779492.125000 Penalty: 3225.244385
	Iteration 36Q: 3 clusters Score -1779492 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -1779492.750000 Penalty: 3225.244385
	Iteration 37Q: 3 clusters Score -1779493 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -1779500.875000 Penalty: 3225.244385
	Iteration 38Q: 3 clusters Score -1779501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1779504.750000 Penalty: 3225.244385
	Iteration 39Q: 3 clusters Score -1779505 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1779510.875000 Penalty: 3225.244385
	Iteration 40F: 3 clusters Score -1779511 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1779516.375000 Penalty: 3225.244385
	Iteration 41Q: 3 clusters Score -1779516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -1779521.500000 Penalty: 3225.244385
	Iteration 42Q: 3 clusters Score -1779522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1779535.250000 Penalty: 3225.244385
	Iteration 43Q: 3 clusters Score -1779535 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -1779533.750000 Penalty: 3225.244385
	Iteration 44Q: 3 clusters Score -1779534 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -1779538.500000 Penalty: 3225.244385
	Iteration 45Q: 3 clusters Score -1779538 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1779548.875000 Penalty: 3225.244385
	Iteration 46Q: 3 clusters Score -1779549 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -1779557.500000 Penalty: 3225.244385
	Iteration 47Q: 3 clusters Score -1779558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1779561.125000 Penalty: 3225.244385
	Iteration 48Q: 3 clusters Score -1779561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -1779567.625000 Penalty: 3225.244385
	Iteration 49Q: 3 clusters Score -1779568 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1779575.500000 Penalty: 3225.244385
	Iteration 50Q: 3 clusters Score -1779576 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -1779589.875000 Penalty: 3225.244385
	Iteration 51Q: 3 clusters Score -1779590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -1779604.875000 Penalty: 3225.244385
	Iteration 52Q: 3 clusters Score -1779605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -1779609.750000 Penalty: 3225.244385
	Iteration 53Q: 3 clusters Score -1779610 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1779620.625000 Penalty: 3225.244385
	Iteration 54Q: 3 clusters Score -1779621 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1779641.500000 Penalty: 3225.244385
	Iteration 55Q: 3 clusters Score -1779642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1779657.000000 Penalty: 3225.244385
	Iteration 56Q: 3 clusters Score -1779657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1779675.750000 Penalty: 3225.244385
	Iteration 57Q: 3 clusters Score -1779676 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -1779689.000000 Penalty: 3225.244385
	Iteration 58Q: 3 clusters Score -1779689 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -1779700.625000 Penalty: 3225.244385
	Iteration 59Q: 3 clusters Score -1779701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -1779697.500000 Penalty: 3225.244385
	Iteration 60F: 3 clusters Score -1779698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -1779707.875000 Penalty: 3225.244385
	Iteration 61Q: 3 clusters Score -1779708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -1779709.875000 Penalty: 3225.244385
	Iteration 62Q: 3 clusters Score -1779710 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -1779712.625000 Penalty: 3225.244385
	Iteration 63Q: 3 clusters Score -1779713 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -1779718.750000 Penalty: 3225.244385
	Iteration 64Q: 3 clusters Score -1779719 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -1779718.625000 Penalty: 3225.244385
	Iteration 65Q: 3 clusters Score -1779719 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -1779725.750000 Penalty: 3225.244385
	Iteration 66Q: 3 clusters Score -1779726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -1779735.750000 Penalty: 3225.244385
	Iteration 67Q: 3 clusters Score -1779736 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -1779740.250000 Penalty: 3225.244385
	Iteration 68Q: 3 clusters Score -1779740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1779756.375000 Penalty: 3225.244385
	Iteration 69Q: 3 clusters Score -1779756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -1779767.250000 Penalty: 3225.244385
	Iteration 70Q: 3 clusters Score -1779767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -1779782.875000 Penalty: 3225.244385
	Iteration 71Q: 3 clusters Score -1779783 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1779795.750000 Penalty: 3225.244385
	Iteration 72Q: 3 clusters Score -1779796 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -1779805.250000 Penalty: 3225.244385
	Iteration 73Q: 3 clusters Score -1779805 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -1779822.750000 Penalty: 3225.244385
	Iteration 74Q: 3 clusters Score -1779823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -1779831.625000 Penalty: 3225.244385
	Iteration 75Q: 3 clusters Score -1779832 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -1779837.875000 Penalty: 3225.244385
	Iteration 76Q: 3 clusters Score -1779838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1779846.125000 Penalty: 3225.244385
	Iteration 77Q: 3 clusters Score -1779846 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -1779858.625000 Penalty: 3225.244385
	Iteration 78Q: 3 clusters Score -1779859 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1779874.750000 Penalty: 3225.244385
	Iteration 79Q: 3 clusters Score -1779875 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 16650 members 
Entering Unmasked Estep 
Score: -1779899.875000 Penalty: 3225.244385
	Iteration 80F: 3 clusters Score -1779900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -1779906.250000 Penalty: 3225.244385
	Iteration 81Q: 3 clusters Score -1779906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -1779910.000000 Penalty: 3225.244385
	Iteration 82Q: 3 clusters Score -1779910 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -1779917.250000 Penalty: 3225.244385
	Iteration 83Q: 3 clusters Score -1779917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -1779923.625000 Penalty: 3225.244385
	Iteration 84Q: 3 clusters Score -1779924 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -1779928.125000 Penalty: 3225.244385
	Iteration 85Q: 3 clusters Score -1779928 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -1779934.750000 Penalty: 3225.244385
	Iteration 86Q: 3 clusters Score -1779935 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -1779951.625000 Penalty: 3225.244385
	Iteration 87Q: 3 clusters Score -1779952 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -1779961.750000 Penalty: 3225.244385
	Iteration 88Q: 3 clusters Score -1779962 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -1779977.375000 Penalty: 3225.244385
	Iteration 89Q: 3 clusters Score -1779977 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -1779990.750000 Penalty: 3225.244385
	Iteration 90Q: 3 clusters Score -1779991 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -1779999.375000 Penalty: 3225.244385
	Iteration 91Q: 3 clusters Score -1779999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -1780020.375000 Penalty: 3225.244385
	Iteration 92Q: 3 clusters Score -1780020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -1780030.625000 Penalty: 3225.244385
	Iteration 93Q: 3 clusters Score -1780031 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -1780046.000000 Penalty: 3225.244385
	Iteration 94Q: 3 clusters Score -1780046 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -1780068.625000 Penalty: 3225.244385
	Iteration 95Q: 3 clusters Score -1780069 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -1780094.250000 Penalty: 3225.244385
	Iteration 96Q: 3 clusters Score -1780094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -1780120.000000 Penalty: 3225.244385
	Iteration 97Q: 3 clusters Score -1780120 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -1780142.875000 Penalty: 3225.244385
	Iteration 98Q: 3 clusters Score -1780143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -1780185.625000 Penalty: 3225.244385
	Iteration 99Q: 3 clusters Score -1780186 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -1780242.375000 Penalty: 3225.244385
	Iteration 100F: 3 clusters Score -1780242 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -1780301.250000 Penalty: 3225.244385
	Iteration 101Q: 3 clusters Score -1780301 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -1780347.250000 Penalty: 3225.244385
	Iteration 102Q: 3 clusters Score -1780347 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -1780405.375000 Penalty: 3225.244385
	Iteration 103Q: 3 clusters Score -1780405 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -1780461.875000 Penalty: 3225.244385
	Iteration 104Q: 3 clusters Score -1780462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -1780498.000000 Penalty: 3225.244385
	Iteration 105Q: 3 clusters Score -1780498 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -1780521.250000 Penalty: 3225.244385
	Iteration 106Q: 3 clusters Score -1780521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -1780542.250000 Penalty: 3225.244385
	Iteration 107Q: 3 clusters Score -1780542 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -1780563.125000 Penalty: 3225.244385
	Iteration 108Q: 3 clusters Score -1780563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -1780576.125000 Penalty: 3225.244385
	Iteration 109Q: 3 clusters Score -1780576 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -1780587.375000 Penalty: 3225.244385
	Iteration 110Q: 3 clusters Score -1780587 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -1780594.750000 Penalty: 3225.244385
	Iteration 111Q: 3 clusters Score -1780595 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -1780600.375000 Penalty: 3225.244385
	Iteration 112Q: 3 clusters Score -1780600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1780608.875000 Penalty: 3225.244385
	Iteration 113Q: 3 clusters Score -1780609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -1780611.750000 Penalty: 3225.244385
	Iteration 114Q: 3 clusters Score -1780612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1780615.125000 Penalty: 3225.244385
	Iteration 115Q: 3 clusters Score -1780615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1780617.375000 Penalty: 3225.244385
	Iteration 116Q: 3 clusters Score -1780617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1780618.250000 Penalty: 3225.244385
	Iteration 117Q: 3 clusters Score -1780618 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1780621.625000 Penalty: 3225.244385
	Iteration 118Q: 3 clusters Score -1780622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1780621.125000 Penalty: 3225.244385
	Iteration 119Q: 3 clusters Score -1780621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -1780622.625000 Penalty: 3225.244385
	Iteration 120F: 3 clusters Score -1780623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -1780621.500000 Penalty: 3225.244385
	Iteration 121Q: 3 clusters Score -1780622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1780623.375000 Penalty: 3225.244385
	Iteration 122Q: 3 clusters Score -1780623 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -1780622.500000 Penalty: 3225.244385
	Iteration 123Q: 3 clusters Score -1780622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -1780622.875000 Penalty: 3225.244385
	Iteration 124Q: 3 clusters Score -1780623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1780622.125000 Penalty: 3225.244385
	Iteration 125Q: 3 clusters Score -1780622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -1780622.125000 Penalty: 3225.244385
	Iteration 126F: 3 clusters Score -1780622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -201242.062500 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -201242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -198837.718750 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -198837.7 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -199539.093750 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -199539.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -199810.828125 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -199810.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -200108.046875 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -200108 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -200465.234375 Penalty: 2537.043945
	Iteration 4F: 3 clusters Score -200465.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -200711.140625 Penalty: 2537.043945
	Iteration 5F: 3 clusters Score -200711.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -200892.078125 Penalty: 2537.043945
	Iteration 6F: 3 clusters Score -200892.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -200994.453125 Penalty: 2537.043945
	Iteration 7Q: 3 clusters Score -200994.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -201057.562500 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -201057.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -201090.968750 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -201091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -201119.375000 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -201119.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -201137.437500 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -201137.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -201158.656250 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -201158.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -201185.640625 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -201185.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -201217.453125 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -201217.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -201261.406250 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -201261.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -201297.281250 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -201297.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -201309.343750 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -201309.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -201312.015625 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -201312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -201312.859375 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -201312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -201314.562500 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -201314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -201316.953125 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -201317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -201319.828125 Penalty: 2537.043945
	Iteration 22Q: 3 clusters Score -201319.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201320.921875 Penalty: 2537.043945
	Iteration 23Q: 3 clusters Score -201320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201320.921875 Penalty: 2537.043945
	Iteration 24F: 3 clusters Score -201320.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 689 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77956 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
Score: -40891336.000000 Penalty: 100002.429688
Splitting cluster 32 changes total score from -40892204.000000 to -40891336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -156496.468750 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -156496.5 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 1081 members 
Entering Unmasked Estep 
Score: -154364.265625 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -154364.3 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -154940.625000 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -154940.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -155209.281250 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -155209.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -155453.218750 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -155453.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -155627.921875 Penalty: 2485.685547
	Iteration 4F: 3 clusters Score -155627.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -155767.812500 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -155767.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -155848.734375 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -155848.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -155911.859375 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -155911.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -155963.484375 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -155963.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -156006.640625 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -156006.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -156028.156250 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -156028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -156053.062500 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -156053.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -156070.578125 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -156070.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -156078.937500 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -156078.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -156083.515625 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -156083.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -156086.984375 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -156087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -156091.750000 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -156091.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -156106.484375 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -156106.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -156113.312500 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -156113.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -156116.968750 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -156117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -156117.765625 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -156117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -156119.109375 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -156119.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -156120.734375 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -156120.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -156121.453125 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -156121.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -156122.531250 Penalty: 2485.685547
	Iteration 24Q: 3 clusters Score -156122.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -156122.531250 Penalty: 2485.685547
	Iteration 25F: 3 clusters Score -156122.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (77956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77956 members 
Entering Unmasked Estep 
Score: -6793913.500000 Penalty: 1830.383667
	Iteration 0F: 2 clusters Score -6793914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 38879 members 
Entering Unmasked Estep 
Score: -6741824.000000 Penalty: 3660.767334
	Iteration 0F: 3 clusters Score -6741824 nChanged 36956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 37429 members 
Entering Unmasked Estep 
Score: -6763082.500000 Penalty: 3660.767334
	Iteration 1F: 3 clusters Score -6763082 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 36564 members 
Entering Unmasked Estep 
Score: -6763787.000000 Penalty: 3660.767334
	Iteration 2Q: 3 clusters Score -6763787 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 35147 members 
Entering Unmasked Estep 
Score: -6764717.500000 Penalty: 3660.767334
	Iteration 3Q: 3 clusters Score -6764718 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44917 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -6765890.000000 Penalty: 3660.767334
	Iteration 4Q: 3 clusters Score -6765890 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48045 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -6767796.000000 Penalty: 3660.767334
	Iteration 5F: 3 clusters Score -6767796 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -6770902.000000 Penalty: 3660.767334
	Iteration 6F: 3 clusters Score -6770902 nChanged 5827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57623 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -6775385.000000 Penalty: 3660.767334
	Iteration 7F: 3 clusters Score -6775385 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6780616.000000 Penalty: 3660.767334
	Iteration 8F: 3 clusters Score -6780616 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67454 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -6785142.500000 Penalty: 3660.767334
	Iteration 9F: 3 clusters Score -6785142 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -6788098.000000 Penalty: 3660.767334
	Iteration 10Q: 3 clusters Score -6788098 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72050 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -6789829.000000 Penalty: 3660.767334
	Iteration 11Q: 3 clusters Score -6789829 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73050 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6790885.000000 Penalty: 3660.767334
	Iteration 12Q: 3 clusters Score -6790885 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -6791672.000000 Penalty: 3660.767334
	Iteration 13Q: 3 clusters Score -6791672 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74098 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6792217.000000 Penalty: 3660.767334
	Iteration 14Q: 3 clusters Score -6792217 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74317 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -6792423.500000 Penalty: 3660.767334
	Iteration 15Q: 3 clusters Score -6792424 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6792539.000000 Penalty: 3660.767334
	Iteration 16Q: 3 clusters Score -6792539 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6792603.500000 Penalty: 3660.767334
	Iteration 17Q: 3 clusters Score -6792604 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74643 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -6792654.500000 Penalty: 3660.767334
	Iteration 18Q: 3 clusters Score -6792654 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74716 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -6792685.500000 Penalty: 3660.767334
	Iteration 19Q: 3 clusters Score -6792686 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -6792717.000000 Penalty: 3660.767334
	Iteration 20F: 3 clusters Score -6792717 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74818 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -6792747.500000 Penalty: 3660.767334
	Iteration 21Q: 3 clusters Score -6792748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74852 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -6792765.000000 Penalty: 3660.767334
	Iteration 22Q: 3 clusters Score -6792765 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74886 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -6792788.500000 Penalty: 3660.767334
	Iteration 23Q: 3 clusters Score -6792788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74910 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -6792799.500000 Penalty: 3660.767334
	Iteration 24Q: 3 clusters Score -6792800 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -6792798.500000 Penalty: 3660.767334
	Iteration 25Q: 3 clusters Score -6792798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74943 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -6792808.500000 Penalty: 3660.767334
	Iteration 26Q: 3 clusters Score -6792808 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74954 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6792818.000000 Penalty: 3660.767334
	Iteration 27Q: 3 clusters Score -6792818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74959 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -6792832.500000 Penalty: 3660.767334
	Iteration 28Q: 3 clusters Score -6792832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74971 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6792842.500000 Penalty: 3660.767334
	Iteration 29Q: 3 clusters Score -6792842 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74984 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -6792831.500000 Penalty: 3660.767334
	Iteration 30Q: 3 clusters Score -6792832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74992 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6792830.500000 Penalty: 3660.767334
	Iteration 31Q: 3 clusters Score -6792830 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75001 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6792842.500000 Penalty: 3660.767334
	Iteration 32Q: 3 clusters Score -6792842 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75012 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -6792843.000000 Penalty: 3660.767334
	Iteration 33Q: 3 clusters Score -6792843 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75020 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -6792837.000000 Penalty: 3660.767334
	Iteration 34Q: 3 clusters Score -6792837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75027 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -6792843.000000 Penalty: 3660.767334
	Iteration 35Q: 3 clusters Score -6792843 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75033 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6792837.000000 Penalty: 3660.767334
	Iteration 36Q: 3 clusters Score -6792837 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75045 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6792841.500000 Penalty: 3660.767334
	Iteration 37Q: 3 clusters Score -6792842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75051 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -6792834.000000 Penalty: 3660.767334
	Iteration 38Q: 3 clusters Score -6792834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -6792836.000000 Penalty: 3660.767334
	Iteration 39Q: 3 clusters Score -6792836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75055 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6792835.000000 Penalty: 3660.767334
	Iteration 40F: 3 clusters Score -6792835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -6792833.500000 Penalty: 3660.767334
	Iteration 41Q: 3 clusters Score -6792834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75066 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -6792838.000000 Penalty: 3660.767334
	Iteration 42Q: 3 clusters Score -6792838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75069 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -6792838.500000 Penalty: 3660.767334
	Iteration 43Q: 3 clusters Score -6792838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75073 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -6792836.500000 Penalty: 3660.767334
	Iteration 44Q: 3 clusters Score -6792836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6792838.500000 Penalty: 3660.767334
	Iteration 45Q: 3 clusters Score -6792838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75075 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6792844.000000 Penalty: 3660.767334
	Iteration 46Q: 3 clusters Score -6792844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75077 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6792836.000000 Penalty: 3660.767334
	Iteration 47Q: 3 clusters Score -6792836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6792842.500000 Penalty: 3660.767334
	Iteration 48Q: 3 clusters Score -6792842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75079 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6792846.000000 Penalty: 3660.767334
	Iteration 49Q: 3 clusters Score -6792846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6792840.500000 Penalty: 3660.767334
	Iteration 50Q: 3 clusters Score -6792840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6792836.500000 Penalty: 3660.767334
	Iteration 51Q: 3 clusters Score -6792836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75082 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -6792836.500000 Penalty: 3660.767334
	Iteration 52Q: 3 clusters Score -6792836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75084 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6792838.000000 Penalty: 3660.767334
	Iteration 53Q: 3 clusters Score -6792838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75085 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6792838.000000 Penalty: 3660.767334
	Iteration 54Q: 3 clusters Score -6792838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6792834.500000 Penalty: 3660.767334
	Iteration 55Q: 3 clusters Score -6792834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75086 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -6792834.500000 Penalty: 3660.767334
	Iteration 56F: 3 clusters Score -6792834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -790845.375000 Penalty: 1479.450806
	Iteration 0F: 2 clusters Score -790845.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -784412.687500 Penalty: 2958.901611
	Iteration 0F: 3 clusters Score -784412.7 nChanged 3886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -786571.125000 Penalty: 2958.901611
	Iteration 1F: 3 clusters Score -786571.1 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -786884.000000 Penalty: 2958.901611
	Iteration 2F: 3 clusters Score -786884 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -787153.187500 Penalty: 2958.901611
	Iteration 3F: 3 clusters Score -787153.2 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -787414.000000 Penalty: 2958.901611
	Iteration 4Q: 3 clusters Score -787414 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -787733.562500 Penalty: 2958.901611
	Iteration 5F: 3 clusters Score -787733.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -788028.062500 Penalty: 2958.901611
	Iteration 6F: 3 clusters Score -788028.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -788312.750000 Penalty: 2958.901611
	Iteration 7Q: 3 clusters Score -788312.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -788577.937500 Penalty: 2958.901611
	Iteration 8Q: 3 clusters Score -788577.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -788878.187500 Penalty: 2958.901611
	Iteration 9Q: 3 clusters Score -788878.2 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -789205.250000 Penalty: 2958.901611
	Iteration 10Q: 3 clusters Score -789205.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -789598.750000 Penalty: 2958.901611
	Iteration 11Q: 3 clusters Score -789598.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -789920.562500 Penalty: 2958.901611
	Iteration 12Q: 3 clusters Score -789920.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -790115.187500 Penalty: 2958.901611
	Iteration 13Q: 3 clusters Score -790115.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -790239.500000 Penalty: 2958.901611
	Iteration 14Q: 3 clusters Score -790239.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -790321.625000 Penalty: 2958.901611
	Iteration 15Q: 3 clusters Score -790321.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -790384.250000 Penalty: 2958.901611
	Iteration 16Q: 3 clusters Score -790384.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -790427.125000 Penalty: 2958.901611
	Iteration 17Q: 3 clusters Score -790427.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -790458.625000 Penalty: 2958.901611
	Iteration 18Q: 3 clusters Score -790458.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -790480.625000 Penalty: 2958.901611
	Iteration 19Q: 3 clusters Score -790480.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -790499.750000 Penalty: 2958.901611
	Iteration 20F: 3 clusters Score -790499.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -790507.312500 Penalty: 2958.901611
	Iteration 21Q: 3 clusters Score -790507.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -790512.562500 Penalty: 2958.901611
	Iteration 22Q: 3 clusters Score -790512.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -790514.437500 Penalty: 2958.901611
	Iteration 23Q: 3 clusters Score -790514.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -790518.187500 Penalty: 2958.901611
	Iteration 24Q: 3 clusters Score -790518.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -790525.625000 Penalty: 2958.901611
	Iteration 25Q: 3 clusters Score -790525.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -790526.000000 Penalty: 2958.901611
	Iteration 26Q: 3 clusters Score -790526 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -790529.687500 Penalty: 2958.901611
	Iteration 27Q: 3 clusters Score -790529.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -790535.062500 Penalty: 2958.901611
	Iteration 28Q: 3 clusters Score -790535.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -790541.062500 Penalty: 2958.901611
	Iteration 29Q: 3 clusters Score -790541.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -790541.312500 Penalty: 2958.901611
	Iteration 30Q: 3 clusters Score -790541.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -790545.000000 Penalty: 2958.901611
	Iteration 31Q: 3 clusters Score -790545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -790546.062500 Penalty: 2958.901611
	Iteration 32Q: 3 clusters Score -790546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -790546.812500 Penalty: 2958.901611
	Iteration 33Q: 3 clusters Score -790546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -790553.312500 Penalty: 2958.901611
	Iteration 34Q: 3 clusters Score -790553.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -790555.812500 Penalty: 2958.901611
	Iteration 35Q: 3 clusters Score -790555.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -790558.062500 Penalty: 2958.901611
	Iteration 36Q: 3 clusters Score -790558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -790558.812500 Penalty: 2958.901611
	Iteration 37Q: 3 clusters Score -790558.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -790562.562500 Penalty: 2958.901611
	Iteration 38Q: 3 clusters Score -790562.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -790562.937500 Penalty: 2958.901611
	Iteration 39Q: 3 clusters Score -790562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -790562.875000 Penalty: 2958.901611
	Iteration 40F: 3 clusters Score -790562.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -790562.125000 Penalty: 2958.901611
	Iteration 41Q: 3 clusters Score -790562.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -790563.375000 Penalty: 2958.901611
	Iteration 42Q: 3 clusters Score -790563.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -790563.562500 Penalty: 2958.901611
	Iteration 43Q: 3 clusters Score -790563.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -790563.250000 Penalty: 2958.901611
	Iteration 44Q: 3 clusters Score -790563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -790564.250000 Penalty: 2958.901611
	Iteration 45Q: 3 clusters Score -790564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -790564.625000 Penalty: 2958.901611
	Iteration 46Q: 3 clusters Score -790564.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -790564.750000 Penalty: 2958.901611
	Iteration 47Q: 3 clusters Score -790564.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -790564.312500 Penalty: 2958.901611
	Iteration 48Q: 3 clusters Score -790564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -790564.812500 Penalty: 2958.901611
	Iteration 49Q: 3 clusters Score -790564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -790564.687500 Penalty: 2958.901611
	Iteration 50Q: 3 clusters Score -790564.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -790565.312500 Penalty: 2958.901611
	Iteration 51Q: 3 clusters Score -790565.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -790565.312500 Penalty: 2958.901611
	Iteration 52F: 3 clusters Score -790565.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -87345.914062 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -87345.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -85877.984375 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -85877.98 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -86145.890625 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -86145.89 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -86215.359375 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -86215.36 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -86249.468750 Penalty: 2258.079590
	Iteration 3Q: 3 clusters Score -86249.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -86278.648438 Penalty: 2258.079590
	Iteration 4Q: 3 clusters Score -86278.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -86291.554688 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -86291.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -86307.273438 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -86307.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -86325.921875 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -86325.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -86337.984375 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -86337.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -86348.226562 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -86348.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -86360.601562 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -86360.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -86368.773438 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -86368.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -86379.507812 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -86379.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -86387.984375 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -86387.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86390.320312 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -86390.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -86392.140625 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -86392.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -86393.117188 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -86393.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -86394.507812 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -86394.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -86395.929688 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -86395.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -86399.132812 Penalty: 2258.079590
	Iteration 19Q: 3 clusters Score -86399.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -86404.750000 Penalty: 2258.079590
	Iteration 20F: 3 clusters Score -86404.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -86417.062500 Penalty: 2258.079590
	Iteration 21Q: 3 clusters Score -86417.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -86419.429688 Penalty: 2258.079590
	Iteration 22Q: 3 clusters Score -86419.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -86422.625000 Penalty: 2258.079590
	Iteration 23Q: 3 clusters Score -86422.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -86423.242188 Penalty: 2258.079590
	Iteration 24Q: 3 clusters Score -86423.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -86423.242188 Penalty: 2258.079590
	Iteration 25F: 3 clusters Score -86423.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -135272.593750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -135272.6 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 962 members 
Entering Unmasked Estep 
Score: -133315.906250 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -133315.9 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -134301.218750 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -134301.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -134861.546875 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -134861.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -135124.359375 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -135124.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -135251.203125 Penalty: 2463.063477
	Iteration 4Q: 3 clusters Score -135251.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -135335.562500 Penalty: 2463.063477
	Iteration 5Q: 3 clusters Score -135335.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -135389.968750 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -135390 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -135427.468750 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -135427.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -135466.921875 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -135466.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -135497.906250 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -135497.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135527.781250 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -135527.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -135542.781250 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -135542.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -135546.218750 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -135546.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -135548.109375 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -135548.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135548.843750 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -135548.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -135549.640625 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -135549.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -135550.796875 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -135550.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -135551.109375 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -135551.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -135554.875000 Penalty: 2463.063477
	Iteration 18F: 3 clusters Score -135554.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -135559.828125 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -135559.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -135565.421875 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -135565.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -135574.343750 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -135574.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -135578.031250 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -135578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -135580.203125 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -135580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -135580.765625 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -135580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -135580.765625 Penalty: 2463.063477
	Iteration 25F: 3 clusters Score -135580.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77956 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 579 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
Score: -40891552.000000 Penalty: 100002.429688
Splitting cluster 37 changes total score from -40892204.000000 to -40891552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -611227.812500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -611227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -606050.625000 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -606050.6 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -607596.750000 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -607596.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -607763.125000 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -607763.1 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -607894.250000 Penalty: 2869.593750
	Iteration 3Q: 3 clusters Score -607894.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -608014.250000 Penalty: 2869.593750
	Iteration 4Q: 3 clusters Score -608014.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -608136.562500 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -608136.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -608272.312500 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -608272.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -608452.562500 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -608452.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -608667.937500 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -608667.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -608937.875000 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -608937.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -609211.000000 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -609211 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -609434.250000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -609434.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -609596.625000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -609596.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -609702.812500 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -609702.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -609775.500000 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -609775.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -609822.375000 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -609822.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -609860.625000 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -609860.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -609885.562500 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -609885.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -609909.125000 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -609909.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -609926.875000 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -609926.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -609942.062500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -609942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -609956.562500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -609956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -609961.562500 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -609961.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -609963.312500 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -609963.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -609967.375000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -609967.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -609968.812500 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -609968.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -609970.375000 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -609970.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -609972.562500 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -609972.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -609974.812500 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -609974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -609974.812500 Penalty: 2869.593750
	Iteration 29F: 3 clusters Score -609974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -130271.093750 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -130271.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -128455.718750 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -128455.7 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -128850.570312 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -128850.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -129031.648438 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -129031.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -129166.531250 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -129166.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -129290.007812 Penalty: 2400.401611
	Iteration 4F: 3 clusters Score -129290 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -129401.351562 Penalty: 2400.401611
	Iteration 5F: 3 clusters Score -129401.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -129484.195312 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -129484.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -129532.914062 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -129532.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -129576.054688 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -129576.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -129613.914062 Penalty: 2400.401611
	Iteration 9Q: 3 clusters Score -129613.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -129629.187500 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -129629.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -129639.531250 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -129639.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -129650.078125 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -129650.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -129660.523438 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -129660.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -129670.031250 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -129670 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -129676.101562 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -129676.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -129685.148438 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -129685.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -129688.273438 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -129688.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -129692.421875 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -129692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -129697.398438 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -129697.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -129699.804688 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -129699.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -129702.953125 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -129703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -129708.148438 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -129708.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -129711.406250 Penalty: 2400.401611
	Iteration 23Q: 3 clusters Score -129711.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -129712.882812 Penalty: 2400.401611
	Iteration 24Q: 3 clusters Score -129712.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -129713.218750 Penalty: 2400.401611
	Iteration 25Q: 3 clusters Score -129713.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -129713.484375 Penalty: 2400.401611
	Iteration 26Q: 3 clusters Score -129713.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -129713.484375 Penalty: 2400.401611
	Iteration 27F: 3 clusters Score -129713.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -176145.359375 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -176145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -174019.828125 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -174019.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -174434.796875 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -174434.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -174543.671875 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -174543.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174608.296875 Penalty: 2480.215332
	Iteration 3Q: 3 clusters Score -174608.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -174660.109375 Penalty: 2480.215332
	Iteration 4Q: 3 clusters Score -174660.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -174699.109375 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -174699.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174733.234375 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -174733.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -174766.625000 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -174766.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -174797.703125 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -174797.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -174828.890625 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -174828.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -174853.796875 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -174853.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -174879.156250 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -174879.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -174907.031250 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -174907 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -174930.218750 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -174930.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174972.312500 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -174972.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -175028.859375 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -175028.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175095.515625 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -175095.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -175170.890625 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -175170.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175273.531250 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -175273.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -175359.968750 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -175360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -175409.890625 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -175409.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175460.859375 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -175460.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -175509.734375 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -175509.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -175545.578125 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -175545.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -175566.359375 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -175566.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175577.187500 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -175577.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -175582.843750 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -175582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -175590.093750 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -175590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -175594.359375 Penalty: 2480.215332
	Iteration 28Q: 3 clusters Score -175594.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175599.312500 Penalty: 2480.215332
	Iteration 29Q: 3 clusters Score -175599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175601.078125 Penalty: 2480.215332
	Iteration 30Q: 3 clusters Score -175601.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175601.578125 Penalty: 2480.215332
	Iteration 31Q: 3 clusters Score -175601.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175601.859375 Penalty: 2480.215332
	Iteration 32Q: 3 clusters Score -175601.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175601.859375 Penalty: 2480.215332
	Iteration 33F: 3 clusters Score -175601.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -37575.027344 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -37575.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -36556.664062 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -36556.66 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36675.773438 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -36675.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36707.925781 Penalty: 1969.973389
	Iteration 2Q: 3 clusters Score -36707.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36718.363281 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -36718.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36736.074219 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -36736.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -36742.667969 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -36742.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36744.476562 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -36744.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -36744.960938 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -36744.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36747.015625 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -36747.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -36747.015625 Penalty: 1969.973389
	Iteration 9F: 3 clusters Score -36747.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -567024.000000 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -567024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -562124.312500 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -562124.3 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -563656.500000 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -563656.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -563933.562500 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -563933.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -564207.125000 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -564207.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -564435.062500 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -564435.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -564628.000000 Penalty: 2850.493408
	Iteration 5Q: 3 clusters Score -564628 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -564772.312500 Penalty: 2850.493408
	Iteration 6Q: 3 clusters Score -564772.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -564894.625000 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -564894.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -565005.000000 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -565005 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -565085.750000 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -565085.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -565163.437500 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -565163.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -565242.812500 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -565242.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -565322.500000 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -565322.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -565395.500000 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -565395.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -565454.312500 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -565454.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -565512.125000 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -565512.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -565568.125000 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -565568.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -565609.437500 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -565609.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -565653.375000 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -565653.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -565703.812500 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -565703.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -565743.937500 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -565743.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -565778.062500 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -565778.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -565814.437500 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -565814.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -565843.312500 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -565843.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -565870.125000 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -565870.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -565891.812500 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -565891.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -565917.000000 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -565917 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -565950.187500 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -565950.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -565971.750000 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -565971.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -565997.062500 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -565997.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -566010.687500 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -566010.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -566025.750000 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -566025.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -566033.562500 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -566033.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -566042.500000 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -566042.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -566050.875000 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -566050.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -566055.875000 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -566055.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -566059.062500 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -566059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -566063.375000 Penalty: 2850.493408
	Iteration 37Q: 3 clusters Score -566063.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -566069.312500 Penalty: 2850.493408
	Iteration 38Q: 3 clusters Score -566069.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -566072.375000 Penalty: 2850.493408
	Iteration 39Q: 3 clusters Score -566072.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -566078.937500 Penalty: 2850.493408
	Iteration 40F: 3 clusters Score -566078.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -566082.875000 Penalty: 2850.493408
	Iteration 41Q: 3 clusters Score -566082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -566085.500000 Penalty: 2850.493408
	Iteration 42Q: 3 clusters Score -566085.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -566086.687500 Penalty: 2850.493408
	Iteration 43Q: 3 clusters Score -566086.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -566087.562500 Penalty: 2850.493408
	Iteration 44Q: 3 clusters Score -566087.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -566089.750000 Penalty: 2850.493408
	Iteration 45Q: 3 clusters Score -566089.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -566093.687500 Penalty: 2850.493408
	Iteration 46Q: 3 clusters Score -566093.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -566098.562500 Penalty: 2850.493408
	Iteration 47Q: 3 clusters Score -566098.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -566101.375000 Penalty: 2850.493408
	Iteration 48Q: 3 clusters Score -566101.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -566109.000000 Penalty: 2850.493408
	Iteration 49Q: 3 clusters Score -566109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -566113.625000 Penalty: 2850.493408
	Iteration 50Q: 3 clusters Score -566113.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -566120.562500 Penalty: 2850.493408
	Iteration 51Q: 3 clusters Score -566120.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -566124.937500 Penalty: 2850.493408
	Iteration 52Q: 3 clusters Score -566124.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -566131.625000 Penalty: 2850.493408
	Iteration 53Q: 3 clusters Score -566131.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -566136.250000 Penalty: 2850.493408
	Iteration 54Q: 3 clusters Score -566136.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -566140.250000 Penalty: 2850.493408
	Iteration 55Q: 3 clusters Score -566140.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -566145.125000 Penalty: 2850.493408
	Iteration 56Q: 3 clusters Score -566145.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -566155.062500 Penalty: 2850.493408
	Iteration 57Q: 3 clusters Score -566155.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -566163.437500 Penalty: 2850.493408
	Iteration 58Q: 3 clusters Score -566163.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -566171.750000 Penalty: 2850.493408
	Iteration 59Q: 3 clusters Score -566171.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -566180.812500 Penalty: 2850.493408
	Iteration 60F: 3 clusters Score -566180.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -566189.000000 Penalty: 2850.493408
	Iteration 61Q: 3 clusters Score -566189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -566199.812500 Penalty: 2850.493408
	Iteration 62Q: 3 clusters Score -566199.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -566206.687500 Penalty: 2850.493408
	Iteration 63Q: 3 clusters Score -566206.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -566214.750000 Penalty: 2850.493408
	Iteration 64Q: 3 clusters Score -566214.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -566226.562500 Penalty: 2850.493408
	Iteration 65Q: 3 clusters Score -566226.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -566240.500000 Penalty: 2850.493408
	Iteration 66Q: 3 clusters Score -566240.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -566252.375000 Penalty: 2850.493408
	Iteration 67Q: 3 clusters Score -566252.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -566265.125000 Penalty: 2850.493408
	Iteration 68Q: 3 clusters Score -566265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -566275.500000 Penalty: 2850.493408
	Iteration 69Q: 3 clusters Score -566275.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -566283.562500 Penalty: 2850.493408
	Iteration 70Q: 3 clusters Score -566283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -566292.812500 Penalty: 2850.493408
	Iteration 71Q: 3 clusters Score -566292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -566311.750000 Penalty: 2850.493408
	Iteration 72Q: 3 clusters Score -566311.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -566321.687500 Penalty: 2850.493408
	Iteration 73Q: 3 clusters Score -566321.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -566328.437500 Penalty: 2850.493408
	Iteration 74Q: 3 clusters Score -566328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -566332.625000 Penalty: 2850.493408
	Iteration 75Q: 3 clusters Score -566332.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -566335.000000 Penalty: 2850.493408
	Iteration 76Q: 3 clusters Score -566335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -566335.000000 Penalty: 2850.493408
	Iteration 77Q: 3 clusters Score -566335 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -566335.000000 Penalty: 2850.493408
	Iteration 78F: 3 clusters Score -566335 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -791973.500000 Penalty: 1479.107300
	Iteration 0F: 2 clusters Score -791973.5 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 4482 members 
Entering Unmasked Estep 
Score: -785462.187500 Penalty: 2958.214600
	Iteration 0F: 3 clusters Score -785462.2 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -787541.250000 Penalty: 2958.214600
	Iteration 1F: 3 clusters Score -787541.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -787777.312500 Penalty: 2958.214600
	Iteration 2F: 3 clusters Score -787777.3 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -787950.750000 Penalty: 2958.214600
	Iteration 3Q: 3 clusters Score -787950.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -788097.062500 Penalty: 2958.214600
	Iteration 4Q: 3 clusters Score -788097.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -788217.875000 Penalty: 2958.214600
	Iteration 5Q: 3 clusters Score -788217.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -788334.312500 Penalty: 2958.214600
	Iteration 6Q: 3 clusters Score -788334.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -788453.687500 Penalty: 2958.214600
	Iteration 7Q: 3 clusters Score -788453.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -788610.437500 Penalty: 2958.214600
	Iteration 8Q: 3 clusters Score -788610.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -788815.000000 Penalty: 2958.214600
	Iteration 9Q: 3 clusters Score -788815 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -789090.812500 Penalty: 2958.214600
	Iteration 10Q: 3 clusters Score -789090.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -789389.937500 Penalty: 2958.214600
	Iteration 11Q: 3 clusters Score -789389.9 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -789671.562500 Penalty: 2958.214600
	Iteration 12Q: 3 clusters Score -789671.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -789936.250000 Penalty: 2958.214600
	Iteration 13Q: 3 clusters Score -789936.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -790153.375000 Penalty: 2958.214600
	Iteration 14Q: 3 clusters Score -790153.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -790309.625000 Penalty: 2958.214600
	Iteration 15Q: 3 clusters Score -790309.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -790414.187500 Penalty: 2958.214600
	Iteration 16Q: 3 clusters Score -790414.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -790492.062500 Penalty: 2958.214600
	Iteration 17Q: 3 clusters Score -790492.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -790540.187500 Penalty: 2958.214600
	Iteration 18Q: 3 clusters Score -790540.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -790577.687500 Penalty: 2958.214600
	Iteration 19Q: 3 clusters Score -790577.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -790601.000000 Penalty: 2958.214600
	Iteration 20F: 3 clusters Score -790601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -790619.062500 Penalty: 2958.214600
	Iteration 21Q: 3 clusters Score -790619.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -790631.250000 Penalty: 2958.214600
	Iteration 22Q: 3 clusters Score -790631.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -790637.937500 Penalty: 2958.214600
	Iteration 23Q: 3 clusters Score -790637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -790640.687500 Penalty: 2958.214600
	Iteration 24Q: 3 clusters Score -790640.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -790640.312500 Penalty: 2958.214600
	Iteration 25Q: 3 clusters Score -790640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -790641.375000 Penalty: 2958.214600
	Iteration 26Q: 3 clusters Score -790641.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -790641.250000 Penalty: 2958.214600
	Iteration 27Q: 3 clusters Score -790641.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -790641.250000 Penalty: 2958.214600
	Iteration 28F: 3 clusters Score -790641.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Entering Unmasked Estep 
Score: -1337520.375000 Penalty: 1564.260376
	Iteration 0F: 2 clusters Score -1337520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1327062.375000 Penalty: 3128.520752
	Iteration 0F: 3 clusters Score -1327062 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1330866.750000 Penalty: 3128.520752
	Iteration 1F: 3 clusters Score -1330867 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1331267.875000 Penalty: 3128.520752
	Iteration 2F: 3 clusters Score -1331268 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1331577.500000 Penalty: 3128.520752
	Iteration 3F: 3 clusters Score -1331578 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1331891.750000 Penalty: 3128.520752
	Iteration 4Q: 3 clusters Score -1331892 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1332224.750000 Penalty: 3128.520752
	Iteration 5Q: 3 clusters Score -1332225 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1332643.125000 Penalty: 3128.520752
	Iteration 6Q: 3 clusters Score -1332643 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1333176.375000 Penalty: 3128.520752
	Iteration 7F: 3 clusters Score -1333176 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1333792.750000 Penalty: 3128.520752
	Iteration 8F: 3 clusters Score -1333793 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1334394.250000 Penalty: 3128.520752
	Iteration 9F: 3 clusters Score -1334394 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1334915.250000 Penalty: 3128.520752
	Iteration 10Q: 3 clusters Score -1334915 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1335341.625000 Penalty: 3128.520752
	Iteration 11Q: 3 clusters Score -1335342 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1335660.000000 Penalty: 3128.520752
	Iteration 12Q: 3 clusters Score -1335660 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1335862.125000 Penalty: 3128.520752
	Iteration 13Q: 3 clusters Score -1335862 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1335985.500000 Penalty: 3128.520752
	Iteration 14Q: 3 clusters Score -1335986 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1336078.875000 Penalty: 3128.520752
	Iteration 15Q: 3 clusters Score -1336079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1336149.500000 Penalty: 3128.520752
	Iteration 16Q: 3 clusters Score -1336150 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1336211.625000 Penalty: 3128.520752
	Iteration 17Q: 3 clusters Score -1336212 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1336251.125000 Penalty: 3128.520752
	Iteration 18Q: 3 clusters Score -1336251 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1336272.375000 Penalty: 3128.520752
	Iteration 19Q: 3 clusters Score -1336272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1336287.125000 Penalty: 3128.520752
	Iteration 20F: 3 clusters Score -1336287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1336303.625000 Penalty: 3128.520752
	Iteration 21Q: 3 clusters Score -1336304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1336310.750000 Penalty: 3128.520752
	Iteration 22Q: 3 clusters Score -1336311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1336315.625000 Penalty: 3128.520752
	Iteration 23Q: 3 clusters Score -1336316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1336318.250000 Penalty: 3128.520752
	Iteration 24Q: 3 clusters Score -1336318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1336318.375000 Penalty: 3128.520752
	Iteration 25Q: 3 clusters Score -1336318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1336319.875000 Penalty: 3128.520752
	Iteration 26Q: 3 clusters Score -1336320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1336318.000000 Penalty: 3128.520752
	Iteration 27Q: 3 clusters Score -1336318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1336318.000000 Penalty: 3128.520752
	Iteration 28F: 3 clusters Score -1336318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -79135.710938 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -79135.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -77740.046875 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -77740.05 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -77971.023438 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -77971.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78030.476562 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -78030.48 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -78071.335938 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -78071.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78090.453125 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -78090.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78098.953125 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -78098.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -78104.750000 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -78104.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -78112.007812 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -78112.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -78113.593750 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -78113.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78114.554688 Penalty: 2235.456055
	Iteration 9Q: 3 clusters Score -78114.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -78114.554688 Penalty: 2235.456055
	Iteration 10F: 3 clusters Score -78114.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -83752.640625 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -83752.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -82332.828125 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -82332.83 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -82635.382812 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -82635.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82713.218750 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -82713.22 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82754.375000 Penalty: 2250.179443
	Iteration 3Q: 3 clusters Score -82754.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -82779.664062 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -82779.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -82792.875000 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -82792.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -82802.382812 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -82802.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -82814.210938 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -82814.21 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -82823.570312 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -82823.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82832.679688 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -82832.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -82841.210938 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -82841.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -82848.296875 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -82848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82852.382812 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -82852.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -82857.031250 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -82857.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82859.859375 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -82859.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82861.632812 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -82861.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82861.828125 Penalty: 2250.179443
	Iteration 16Q: 3 clusters Score -82861.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -82861.828125 Penalty: 2250.179443
	Iteration 17F: 3 clusters Score -82861.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -274670.906250 Penalty: 1314.540894
	Iteration 0F: 2 clusters Score -274670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -271813.593750 Penalty: 2629.081787
	Iteration 0F: 3 clusters Score -271813.6 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -272637.187500 Penalty: 2629.081787
	Iteration 1F: 3 clusters Score -272637.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -272883.093750 Penalty: 2629.081787
	Iteration 2F: 3 clusters Score -272883.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -273092.218750 Penalty: 2629.081787
	Iteration 3F: 3 clusters Score -273092.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -273266.562500 Penalty: 2629.081787
	Iteration 4F: 3 clusters Score -273266.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -273417.781250 Penalty: 2629.081787
	Iteration 5Q: 3 clusters Score -273417.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -273539.218750 Penalty: 2629.081787
	Iteration 6Q: 3 clusters Score -273539.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -273637.218750 Penalty: 2629.081787
	Iteration 7Q: 3 clusters Score -273637.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -273730.312500 Penalty: 2629.081787
	Iteration 8Q: 3 clusters Score -273730.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -273845.062500 Penalty: 2629.081787
	Iteration 9Q: 3 clusters Score -273845.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -273980.656250 Penalty: 2629.081787
	Iteration 10Q: 3 clusters Score -273980.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -274093.218750 Penalty: 2629.081787
	Iteration 11Q: 3 clusters Score -274093.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -274221.125000 Penalty: 2629.081787
	Iteration 12Q: 3 clusters Score -274221.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274358.843750 Penalty: 2629.081787
	Iteration 13Q: 3 clusters Score -274358.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -274495.125000 Penalty: 2629.081787
	Iteration 14Q: 3 clusters Score -274495.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -274590.375000 Penalty: 2629.081787
	Iteration 15Q: 3 clusters Score -274590.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -274657.968750 Penalty: 2629.081787
	Iteration 16Q: 3 clusters Score -274658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -274698.406250 Penalty: 2629.081787
	Iteration 17Q: 3 clusters Score -274698.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -274721.656250 Penalty: 2629.081787
	Iteration 18Q: 3 clusters Score -274721.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -274732.218750 Penalty: 2629.081787
	Iteration 19Q: 3 clusters Score -274732.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -274736.687500 Penalty: 2629.081787
	Iteration 20F: 3 clusters Score -274736.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274738.812500 Penalty: 2629.081787
	Iteration 21Q: 3 clusters Score -274738.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274739.093750 Penalty: 2629.081787
	Iteration 22Q: 3 clusters Score -274739.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -274739.468750 Penalty: 2629.081787
	Iteration 23Q: 3 clusters Score -274739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -274739.468750 Penalty: 2629.081787
	Iteration 24F: 3 clusters Score -274739.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 1298 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77956 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 1962 members 
Entering Unmasked Estep 
Score: -40891428.000000 Penalty: 100002.429688
Splitting cluster 47 changes total score from -40892204.000000 to -40891428.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5154 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10926 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12794 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77956 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892184.000000 Penalty: 97874.718750
Iteration 159Q: 47 clusters Score -4.089218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12798 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77952 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892176.000000 Penalty: 97874.718750
Iteration 160F: 47 clusters Score -4.089218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77948 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892176.000000 Penalty: 97874.718750
Iteration 161Q: 47 clusters Score -4.089218e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77948 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -40892176.000000 Penalty: 97874.718750
Iteration 162F: 47 clusters Score -4.089218e+07 nChanged 0
Entering ConstructFrom: 
Score: -40892176.000000 Penalty: 97874.718750
Entering ConstructFrom: 
Trying to split cluster 1 (4020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Entering Unmasked Estep 
Score: -350738.843750 Penalty: 1348.593506
	Iteration 0F: 2 clusters Score -350738.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -347341.312500 Penalty: 2697.187012
	Iteration 0F: 3 clusters Score -347341.3 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -348298.031250 Penalty: 2697.187012
	Iteration 1F: 3 clusters Score -348298 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -348611.343750 Penalty: 2697.187012
	Iteration 2F: 3 clusters Score -348611.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -348954.687500 Penalty: 2697.187012
	Iteration 3F: 3 clusters Score -348954.7 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -349264.625000 Penalty: 2697.187012
	Iteration 4F: 3 clusters Score -349264.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -349465.250000 Penalty: 2697.187012
	Iteration 5F: 3 clusters Score -349465.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -349564.656250 Penalty: 2697.187012
	Iteration 6Q: 3 clusters Score -349564.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -349617.062500 Penalty: 2697.187012
	Iteration 7Q: 3 clusters Score -349617.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -349647.218750 Penalty: 2697.187012
	Iteration 8Q: 3 clusters Score -349647.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -349662.125000 Penalty: 2697.187012
	Iteration 9Q: 3 clusters Score -349662.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -349675.406250 Penalty: 2697.187012
	Iteration 10Q: 3 clusters Score -349675.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -349687.562500 Penalty: 2697.187012
	Iteration 11Q: 3 clusters Score -349687.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -349695.937500 Penalty: 2697.187012
	Iteration 12Q: 3 clusters Score -349695.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -349700.250000 Penalty: 2697.187012
	Iteration 13Q: 3 clusters Score -349700.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -349704.000000 Penalty: 2697.187012
	Iteration 14Q: 3 clusters Score -349704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -349705.750000 Penalty: 2697.187012
	Iteration 15Q: 3 clusters Score -349705.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -349707.125000 Penalty: 2697.187012
	Iteration 16Q: 3 clusters Score -349707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -349708.062500 Penalty: 2697.187012
	Iteration 17Q: 3 clusters Score -349708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -349708.812500 Penalty: 2697.187012
	Iteration 18Q: 3 clusters Score -349708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -349708.812500 Penalty: 2697.187012
	Iteration 19F: 3 clusters Score -349708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Entering Unmasked Estep 
Score: -459756.125000 Penalty: 1388.214966
	Iteration 0F: 2 clusters Score -459756.1 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 2581 members 
Entering Unmasked Estep 
Score: -455607.812500 Penalty: 2776.429932
	Iteration 0F: 3 clusters Score -455607.8 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -456798.593750 Penalty: 2776.429932
	Iteration 1F: 3 clusters Score -456798.6 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -456995.906250 Penalty: 2776.429932
	Iteration 2F: 3 clusters Score -456995.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -457166.531250 Penalty: 2776.429932
	Iteration 3F: 3 clusters Score -457166.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -457302.906250 Penalty: 2776.429932
	Iteration 4Q: 3 clusters Score -457302.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -457423.781250 Penalty: 2776.429932
	Iteration 5Q: 3 clusters Score -457423.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -457523.875000 Penalty: 2776.429932
	Iteration 6Q: 3 clusters Score -457523.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -457627.093750 Penalty: 2776.429932
	Iteration 7Q: 3 clusters Score -457627.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -457720.625000 Penalty: 2776.429932
	Iteration 8Q: 3 clusters Score -457720.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -457791.906250 Penalty: 2776.429932
	Iteration 9Q: 3 clusters Score -457791.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -457837.656250 Penalty: 2776.429932
	Iteration 10Q: 3 clusters Score -457837.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -457868.218750 Penalty: 2776.429932
	Iteration 11Q: 3 clusters Score -457868.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -457900.093750 Penalty: 2776.429932
	Iteration 12Q: 3 clusters Score -457900.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -457919.468750 Penalty: 2776.429932
	Iteration 13Q: 3 clusters Score -457919.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -457938.375000 Penalty: 2776.429932
	Iteration 14Q: 3 clusters Score -457938.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -457954.281250 Penalty: 2776.429932
	Iteration 15Q: 3 clusters Score -457954.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -457970.437500 Penalty: 2776.429932
	Iteration 16Q: 3 clusters Score -457970.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -457985.218750 Penalty: 2776.429932
	Iteration 17Q: 3 clusters Score -457985.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -457995.937500 Penalty: 2776.429932
	Iteration 18Q: 3 clusters Score -457995.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -458011.843750 Penalty: 2776.429932
	Iteration 19Q: 3 clusters Score -458011.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -458032.437500 Penalty: 2776.429932
	Iteration 20F: 3 clusters Score -458032.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -458055.625000 Penalty: 2776.429932
	Iteration 21Q: 3 clusters Score -458055.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -458075.437500 Penalty: 2776.429932
	Iteration 22Q: 3 clusters Score -458075.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -458100.625000 Penalty: 2776.429932
	Iteration 23Q: 3 clusters Score -458100.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -458143.062500 Penalty: 2776.429932
	Iteration 24Q: 3 clusters Score -458143.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -458187.312500 Penalty: 2776.429932
	Iteration 25Q: 3 clusters Score -458187.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -458231.312500 Penalty: 2776.429932
	Iteration 26Q: 3 clusters Score -458231.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -458283.718750 Penalty: 2776.429932
	Iteration 27Q: 3 clusters Score -458283.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -458347.218750 Penalty: 2776.429932
	Iteration 28Q: 3 clusters Score -458347.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -458401.656250 Penalty: 2776.429932
	Iteration 29Q: 3 clusters Score -458401.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -458430.531250 Penalty: 2776.429932
	Iteration 30Q: 3 clusters Score -458430.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -458456.375000 Penalty: 2776.429932
	Iteration 31Q: 3 clusters Score -458456.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -458477.875000 Penalty: 2776.429932
	Iteration 32Q: 3 clusters Score -458477.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -458496.468750 Penalty: 2776.429932
	Iteration 33Q: 3 clusters Score -458496.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -458509.500000 Penalty: 2776.429932
	Iteration 34Q: 3 clusters Score -458509.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -458523.187500 Penalty: 2776.429932
	Iteration 35Q: 3 clusters Score -458523.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -458530.437500 Penalty: 2776.429932
	Iteration 36Q: 3 clusters Score -458530.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -458536.968750 Penalty: 2776.429932
	Iteration 37Q: 3 clusters Score -458537 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -458543.656250 Penalty: 2776.429932
	Iteration 38Q: 3 clusters Score -458543.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -458548.437500 Penalty: 2776.429932
	Iteration 39Q: 3 clusters Score -458548.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -458553.937500 Penalty: 2776.429932
	Iteration 40F: 3 clusters Score -458553.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -458558.281250 Penalty: 2776.429932
	Iteration 41Q: 3 clusters Score -458558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -458561.593750 Penalty: 2776.429932
	Iteration 42Q: 3 clusters Score -458561.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -458564.468750 Penalty: 2776.429932
	Iteration 43Q: 3 clusters Score -458564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -458566.937500 Penalty: 2776.429932
	Iteration 44Q: 3 clusters Score -458566.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -458570.031250 Penalty: 2776.429932
	Iteration 45Q: 3 clusters Score -458570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -458569.718750 Penalty: 2776.429932
	Iteration 46Q: 3 clusters Score -458569.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -458570.625000 Penalty: 2776.429932
	Iteration 47Q: 3 clusters Score -458570.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -458571.781250 Penalty: 2776.429932
	Iteration 48Q: 3 clusters Score -458571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -458573.843750 Penalty: 2776.429932
	Iteration 49Q: 3 clusters Score -458573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -458574.406250 Penalty: 2776.429932
	Iteration 50Q: 3 clusters Score -458574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -458576.625000 Penalty: 2776.429932
	Iteration 51Q: 3 clusters Score -458576.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -458581.000000 Penalty: 2776.429932
	Iteration 52Q: 3 clusters Score -458581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -458584.562500 Penalty: 2776.429932
	Iteration 53Q: 3 clusters Score -458584.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -458587.406250 Penalty: 2776.429932
	Iteration 54Q: 3 clusters Score -458587.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -458589.781250 Penalty: 2776.429932
	Iteration 55Q: 3 clusters Score -458589.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -458591.468750 Penalty: 2776.429932
	Iteration 56Q: 3 clusters Score -458591.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -458593.031250 Penalty: 2776.429932
	Iteration 57Q: 3 clusters Score -458593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -458594.000000 Penalty: 2776.429932
	Iteration 58Q: 3 clusters Score -458594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -458593.593750 Penalty: 2776.429932
	Iteration 59Q: 3 clusters Score -458593.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -458593.593750 Penalty: 2776.429932
	Iteration 60F: 3 clusters Score -458593.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -180088.375000 Penalty: 1253.126709
	Iteration 0F: 2 clusters Score -180088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -177902.671875 Penalty: 2506.253418
	Iteration 0F: 3 clusters Score -177902.7 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -178468.828125 Penalty: 2506.253418
	Iteration 1F: 3 clusters Score -178468.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -178635.718750 Penalty: 2506.253418
	Iteration 2F: 3 clusters Score -178635.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -178777.031250 Penalty: 2506.253418
	Iteration 3F: 3 clusters Score -178777 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -178933.406250 Penalty: 2506.253418
	Iteration 4F: 3 clusters Score -178933.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -179035.953125 Penalty: 2506.253418
	Iteration 5Q: 3 clusters Score -179036 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -179107.062500 Penalty: 2506.253418
	Iteration 6Q: 3 clusters Score -179107.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -179154.062500 Penalty: 2506.253418
	Iteration 7Q: 3 clusters Score -179154.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -179191.281250 Penalty: 2506.253418
	Iteration 8Q: 3 clusters Score -179191.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179222.593750 Penalty: 2506.253418
	Iteration 9Q: 3 clusters Score -179222.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -179244.500000 Penalty: 2506.253418
	Iteration 10Q: 3 clusters Score -179244.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -179269.093750 Penalty: 2506.253418
	Iteration 11Q: 3 clusters Score -179269.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -179303.062500 Penalty: 2506.253418
	Iteration 12Q: 3 clusters Score -179303.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -179349.265625 Penalty: 2506.253418
	Iteration 13Q: 3 clusters Score -179349.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -179426.187500 Penalty: 2506.253418
	Iteration 14Q: 3 clusters Score -179426.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -179538.265625 Penalty: 2506.253418
	Iteration 15Q: 3 clusters Score -179538.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -179639.437500 Penalty: 2506.253418
	Iteration 16Q: 3 clusters Score -179639.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -179720.328125 Penalty: 2506.253418
	Iteration 17Q: 3 clusters Score -179720.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -179814.171875 Penalty: 2506.253418
	Iteration 18Q: 3 clusters Score -179814.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -179882.390625 Penalty: 2506.253418
	Iteration 19Q: 3 clusters Score -179882.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -179930.640625 Penalty: 2506.253418
	Iteration 20F: 3 clusters Score -179930.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -180001.078125 Penalty: 2506.253418
	Iteration 21Q: 3 clusters Score -180001.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -180089.921875 Penalty: 2506.253418
	Iteration 22Q: 3 clusters Score -180089.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -180217.859375 Penalty: 2506.253418
	Iteration 23Q: 3 clusters Score -180217.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -180277.875000 Penalty: 2506.253418
	Iteration 24Q: 3 clusters Score -180277.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -180339.703125 Penalty: 2506.253418
	Iteration 25Q: 3 clusters Score -180339.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -180369.765625 Penalty: 2506.253418
	Iteration 26Q: 3 clusters Score -180369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -180401.671875 Penalty: 2506.253418
	Iteration 27Q: 3 clusters Score -180401.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -180409.031250 Penalty: 2506.253418
	Iteration 28Q: 3 clusters Score -180409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -180409.687500 Penalty: 2506.253418
	Iteration 29Q: 3 clusters Score -180409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -180409.687500 Penalty: 2506.253418
	Iteration 30F: 3 clusters Score -180409.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 1301 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 933 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77948 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
Score: -40891644.000000 Penalty: 100002.429688
Splitting cluster 3 changes total score from -40892176.000000 to -40891644.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (38260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38260 members 
Entering Unmasked Estep 
Score: -3366482.500000 Penalty: 1714.726074
	Iteration 0F: 2 clusters Score -3366482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -3340932.000000 Penalty: 3429.452148
	Iteration 0F: 3 clusters Score -3340932 nChanged 17762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3350822.000000 Penalty: 3429.452148
	Iteration 1F: 3 clusters Score -3350822 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -3351259.250000 Penalty: 3429.452148
	Iteration 2Q: 3 clusters Score -3351259 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -3351777.750000 Penalty: 3429.452148
	Iteration 3Q: 3 clusters Score -3351778 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3352456.750000 Penalty: 3429.452148
	Iteration 4Q: 3 clusters Score -3352457 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3353340.000000 Penalty: 3429.452148
	Iteration 5Q: 3 clusters Score -3353340 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -3354637.750000 Penalty: 3429.452148
	Iteration 6F: 3 clusters Score -3354638 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24119 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3356251.000000 Penalty: 3429.452148
	Iteration 7F: 3 clusters Score -3356251 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -3357881.250000 Penalty: 3429.452148
	Iteration 8F: 3 clusters Score -3357881 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3359200.500000 Penalty: 3429.452148
	Iteration 9F: 3 clusters Score -3359200 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27060 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3360035.250000 Penalty: 3429.452148
	Iteration 10Q: 3 clusters Score -3360035 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -3360568.750000 Penalty: 3429.452148
	Iteration 11Q: 3 clusters Score -3360569 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28394 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -3360967.750000 Penalty: 3429.452148
	Iteration 12Q: 3 clusters Score -3360968 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -3361308.500000 Penalty: 3429.452148
	Iteration 13Q: 3 clusters Score -3361308 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3361611.250000 Penalty: 3429.452148
	Iteration 14Q: 3 clusters Score -3361611 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -3361875.250000 Penalty: 3429.452148
	Iteration 15Q: 3 clusters Score -3361875 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -3362215.250000 Penalty: 3429.452148
	Iteration 16Q: 3 clusters Score -3362215 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -3362545.250000 Penalty: 3429.452148
	Iteration 17Q: 3 clusters Score -3362545 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32016 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -3362917.750000 Penalty: 3429.452148
	Iteration 18Q: 3 clusters Score -3362918 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32615 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3363273.000000 Penalty: 3429.452148
	Iteration 19Q: 3 clusters Score -3363273 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33155 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -3363616.750000 Penalty: 3429.452148
	Iteration 20F: 3 clusters Score -3363617 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -3363913.250000 Penalty: 3429.452148
	Iteration 21Q: 3 clusters Score -3363913 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34006 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3364190.500000 Penalty: 3429.452148
	Iteration 22Q: 3 clusters Score -3364190 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34316 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -3364433.500000 Penalty: 3429.452148
	Iteration 23Q: 3 clusters Score -3364434 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -3364636.750000 Penalty: 3429.452148
	Iteration 24Q: 3 clusters Score -3364637 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -3364780.500000 Penalty: 3429.452148
	Iteration 25Q: 3 clusters Score -3364780 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -3364870.000000 Penalty: 3429.452148
	Iteration 26Q: 3 clusters Score -3364870 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -3364946.500000 Penalty: 3429.452148
	Iteration 27Q: 3 clusters Score -3364946 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -3364987.000000 Penalty: 3429.452148
	Iteration 28Q: 3 clusters Score -3364987 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3365015.500000 Penalty: 3429.452148
	Iteration 29Q: 3 clusters Score -3365016 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -3365043.250000 Penalty: 3429.452148
	Iteration 30Q: 3 clusters Score -3365043 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -3365054.250000 Penalty: 3429.452148
	Iteration 31Q: 3 clusters Score -3365054 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3365068.250000 Penalty: 3429.452148
	Iteration 32Q: 3 clusters Score -3365068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -3365078.000000 Penalty: 3429.452148
	Iteration 33Q: 3 clusters Score -3365078 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3365087.250000 Penalty: 3429.452148
	Iteration 34Q: 3 clusters Score -3365087 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -3365087.000000 Penalty: 3429.452148
	Iteration 35Q: 3 clusters Score -3365087 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35636 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -3365100.000000 Penalty: 3429.452148
	Iteration 36Q: 3 clusters Score -3365100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35660 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3365107.000000 Penalty: 3429.452148
	Iteration 37Q: 3 clusters Score -3365107 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35687 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3365111.750000 Penalty: 3429.452148
	Iteration 38Q: 3 clusters Score -3365112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -3365111.250000 Penalty: 3429.452148
	Iteration 39Q: 3 clusters Score -3365111 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3365113.500000 Penalty: 3429.452148
	Iteration 40F: 3 clusters Score -3365114 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -3365113.500000 Penalty: 3429.452148
	Iteration 41Q: 3 clusters Score -3365114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -3365118.750000 Penalty: 3429.452148
	Iteration 42Q: 3 clusters Score -3365119 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3365123.250000 Penalty: 3429.452148
	Iteration 43Q: 3 clusters Score -3365123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -3365124.750000 Penalty: 3429.452148
	Iteration 44Q: 3 clusters Score -3365125 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3365128.250000 Penalty: 3429.452148
	Iteration 45Q: 3 clusters Score -3365128 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3365135.750000 Penalty: 3429.452148
	Iteration 46Q: 3 clusters Score -3365136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3365139.250000 Penalty: 3429.452148
	Iteration 47Q: 3 clusters Score -3365139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35868 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -3365138.250000 Penalty: 3429.452148
	Iteration 48Q: 3 clusters Score -3365138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -3365141.000000 Penalty: 3429.452148
	Iteration 49Q: 3 clusters Score -3365141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3365140.000000 Penalty: 3429.452148
	Iteration 50Q: 3 clusters Score -3365140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3365142.250000 Penalty: 3429.452148
	Iteration 51Q: 3 clusters Score -3365142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3365140.500000 Penalty: 3429.452148
	Iteration 52Q: 3 clusters Score -3365140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3365137.500000 Penalty: 3429.452148
	Iteration 53Q: 3 clusters Score -3365138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3365143.750000 Penalty: 3429.452148
	Iteration 54Q: 3 clusters Score -3365144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -3365144.500000 Penalty: 3429.452148
	Iteration 55Q: 3 clusters Score -3365144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35913 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3365141.750000 Penalty: 3429.452148
	Iteration 56Q: 3 clusters Score -3365142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35917 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3365140.750000 Penalty: 3429.452148
	Iteration 57Q: 3 clusters Score -3365141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35920 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -3365142.000000 Penalty: 3429.452148
	Iteration 58Q: 3 clusters Score -3365142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -3365144.250000 Penalty: 3429.452148
	Iteration 59Q: 3 clusters Score -3365144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -3365146.250000 Penalty: 3429.452148
	Iteration 60F: 3 clusters Score -3365146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35928 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3365144.750000 Penalty: 3429.452148
	Iteration 61Q: 3 clusters Score -3365145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -3365143.250000 Penalty: 3429.452148
	Iteration 62Q: 3 clusters Score -3365143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -3365141.750000 Penalty: 3429.452148
	Iteration 63Q: 3 clusters Score -3365142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3365142.250000 Penalty: 3429.452148
	Iteration 64Q: 3 clusters Score -3365142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3365144.750000 Penalty: 3429.452148
	Iteration 65Q: 3 clusters Score -3365145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3365144.750000 Penalty: 3429.452148
	Iteration 66F: 3 clusters Score -3365145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Entering Unmasked Estep 
Score: -299841.093750 Penalty: 1325.526123
	Iteration 0F: 2 clusters Score -299841.1 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 1708 members 
Entering Unmasked Estep 
Score: -296826.687500 Penalty: 2651.052246
	Iteration 0F: 3 clusters Score -296826.7 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -297566.375000 Penalty: 2651.052246
	Iteration 1F: 3 clusters Score -297566.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -297705.281250 Penalty: 2651.052246
	Iteration 2F: 3 clusters Score -297705.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -297816.562500 Penalty: 2651.052246
	Iteration 3Q: 3 clusters Score -297816.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -297941.125000 Penalty: 2651.052246
	Iteration 4Q: 3 clusters Score -297941.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -298050.343750 Penalty: 2651.052246
	Iteration 5Q: 3 clusters Score -298050.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -298184.062500 Penalty: 2651.052246
	Iteration 6Q: 3 clusters Score -298184.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -298289.125000 Penalty: 2651.052246
	Iteration 7Q: 3 clusters Score -298289.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -298381.875000 Penalty: 2651.052246
	Iteration 8Q: 3 clusters Score -298381.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -298461.375000 Penalty: 2651.052246
	Iteration 9Q: 3 clusters Score -298461.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -298528.281250 Penalty: 2651.052246
	Iteration 10Q: 3 clusters Score -298528.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -298592.937500 Penalty: 2651.052246
	Iteration 11Q: 3 clusters Score -298592.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -298642.812500 Penalty: 2651.052246
	Iteration 12Q: 3 clusters Score -298642.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -298682.656250 Penalty: 2651.052246
	Iteration 13Q: 3 clusters Score -298682.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -298721.125000 Penalty: 2651.052246
	Iteration 14Q: 3 clusters Score -298721.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -298755.187500 Penalty: 2651.052246
	Iteration 15Q: 3 clusters Score -298755.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -298796.812500 Penalty: 2651.052246
	Iteration 16Q: 3 clusters Score -298796.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -298842.781250 Penalty: 2651.052246
	Iteration 17Q: 3 clusters Score -298842.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -298877.906250 Penalty: 2651.052246
	Iteration 18Q: 3 clusters Score -298877.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -298900.843750 Penalty: 2651.052246
	Iteration 19Q: 3 clusters Score -298900.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -298918.625000 Penalty: 2651.052246
	Iteration 20F: 3 clusters Score -298918.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -298933.125000 Penalty: 2651.052246
	Iteration 21Q: 3 clusters Score -298933.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -298938.500000 Penalty: 2651.052246
	Iteration 22Q: 3 clusters Score -298938.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -298942.906250 Penalty: 2651.052246
	Iteration 23Q: 3 clusters Score -298942.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -298947.593750 Penalty: 2651.052246
	Iteration 24Q: 3 clusters Score -298947.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -298951.156250 Penalty: 2651.052246
	Iteration 25Q: 3 clusters Score -298951.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -298953.906250 Penalty: 2651.052246
	Iteration 26Q: 3 clusters Score -298953.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -298956.625000 Penalty: 2651.052246
	Iteration 27Q: 3 clusters Score -298956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -298959.625000 Penalty: 2651.052246
	Iteration 28Q: 3 clusters Score -298959.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -298962.937500 Penalty: 2651.052246
	Iteration 29Q: 3 clusters Score -298962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -298967.312500 Penalty: 2651.052246
	Iteration 30Q: 3 clusters Score -298967.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -298969.562500 Penalty: 2651.052246
	Iteration 31Q: 3 clusters Score -298969.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -298974.343750 Penalty: 2651.052246
	Iteration 32Q: 3 clusters Score -298974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -298976.687500 Penalty: 2651.052246
	Iteration 33Q: 3 clusters Score -298976.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -298979.937500 Penalty: 2651.052246
	Iteration 34Q: 3 clusters Score -298979.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -298982.000000 Penalty: 2651.052246
	Iteration 35Q: 3 clusters Score -298982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -298983.031250 Penalty: 2651.052246
	Iteration 36Q: 3 clusters Score -298983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -298983.593750 Penalty: 2651.052246
	Iteration 37Q: 3 clusters Score -298983.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -298984.218750 Penalty: 2651.052246
	Iteration 38Q: 3 clusters Score -298984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -298984.531250 Penalty: 2651.052246
	Iteration 39Q: 3 clusters Score -298984.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -298984.437500 Penalty: 2651.052246
	Iteration 40F: 3 clusters Score -298984.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Entering Unmasked Estep 
Score: -233437.937500 Penalty: 1276.400024
	Iteration 0F: 2 clusters Score -233437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -230952.015625 Penalty: 2552.800049
	Iteration 0F: 3 clusters Score -230952 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -231566.531250 Penalty: 2552.800049
	Iteration 1F: 3 clusters Score -231566.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -231697.312500 Penalty: 2552.800049
	Iteration 2F: 3 clusters Score -231697.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -231764.031250 Penalty: 2552.800049
	Iteration 3Q: 3 clusters Score -231764 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -231820.953125 Penalty: 2552.800049
	Iteration 4Q: 3 clusters Score -231821 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -231855.046875 Penalty: 2552.800049
	Iteration 5Q: 3 clusters Score -231855 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -231873.500000 Penalty: 2552.800049
	Iteration 6Q: 3 clusters Score -231873.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -231885.234375 Penalty: 2552.800049
	Iteration 7Q: 3 clusters Score -231885.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -231894.109375 Penalty: 2552.800049
	Iteration 8Q: 3 clusters Score -231894.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -231900.562500 Penalty: 2552.800049
	Iteration 9Q: 3 clusters Score -231900.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -231906.359375 Penalty: 2552.800049
	Iteration 10Q: 3 clusters Score -231906.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -231915.031250 Penalty: 2552.800049
	Iteration 11Q: 3 clusters Score -231915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -231923.125000 Penalty: 2552.800049
	Iteration 12Q: 3 clusters Score -231923.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -231930.875000 Penalty: 2552.800049
	Iteration 13Q: 3 clusters Score -231930.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -231939.828125 Penalty: 2552.800049
	Iteration 14Q: 3 clusters Score -231939.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -231948.250000 Penalty: 2552.800049
	Iteration 15Q: 3 clusters Score -231948.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -231955.859375 Penalty: 2552.800049
	Iteration 16Q: 3 clusters Score -231955.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -231960.687500 Penalty: 2552.800049
	Iteration 17Q: 3 clusters Score -231960.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -231963.828125 Penalty: 2552.800049
	Iteration 18Q: 3 clusters Score -231963.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -231967.250000 Penalty: 2552.800049
	Iteration 19Q: 3 clusters Score -231967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -231971.500000 Penalty: 2552.800049
	Iteration 20F: 3 clusters Score -231971.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -231976.343750 Penalty: 2552.800049
	Iteration 21Q: 3 clusters Score -231976.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -231978.406250 Penalty: 2552.800049
	Iteration 22Q: 3 clusters Score -231978.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -231981.781250 Penalty: 2552.800049
	Iteration 23Q: 3 clusters Score -231981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -231984.515625 Penalty: 2552.800049
	Iteration 24Q: 3 clusters Score -231984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -231988.687500 Penalty: 2552.800049
	Iteration 25Q: 3 clusters Score -231988.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -231992.062500 Penalty: 2552.800049
	Iteration 26Q: 3 clusters Score -231992.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -231996.312500 Penalty: 2552.800049
	Iteration 27Q: 3 clusters Score -231996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -232002.734375 Penalty: 2552.800049
	Iteration 28Q: 3 clusters Score -232002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -232012.421875 Penalty: 2552.800049
	Iteration 29Q: 3 clusters Score -232012.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -232023.031250 Penalty: 2552.800049
	Iteration 30Q: 3 clusters Score -232023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -232031.812500 Penalty: 2552.800049
	Iteration 31Q: 3 clusters Score -232031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -232042.640625 Penalty: 2552.800049
	Iteration 32Q: 3 clusters Score -232042.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -232051.343750 Penalty: 2552.800049
	Iteration 33Q: 3 clusters Score -232051.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -232066.656250 Penalty: 2552.800049
	Iteration 34Q: 3 clusters Score -232066.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -232084.671875 Penalty: 2552.800049
	Iteration 35Q: 3 clusters Score -232084.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -232096.593750 Penalty: 2552.800049
	Iteration 36Q: 3 clusters Score -232096.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -232104.640625 Penalty: 2552.800049
	Iteration 37Q: 3 clusters Score -232104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -232112.468750 Penalty: 2552.800049
	Iteration 38Q: 3 clusters Score -232112.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -232118.718750 Penalty: 2552.800049
	Iteration 39Q: 3 clusters Score -232118.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -232126.578125 Penalty: 2552.800049
	Iteration 40F: 3 clusters Score -232126.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -232133.640625 Penalty: 2552.800049
	Iteration 41Q: 3 clusters Score -232133.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -232142.906250 Penalty: 2552.800049
	Iteration 42Q: 3 clusters Score -232142.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -232149.625000 Penalty: 2552.800049
	Iteration 43Q: 3 clusters Score -232149.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -232153.984375 Penalty: 2552.800049
	Iteration 44Q: 3 clusters Score -232154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -232157.671875 Penalty: 2552.800049
	Iteration 45Q: 3 clusters Score -232157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -232162.093750 Penalty: 2552.800049
	Iteration 46Q: 3 clusters Score -232162.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -232163.921875 Penalty: 2552.800049
	Iteration 47Q: 3 clusters Score -232163.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -232164.843750 Penalty: 2552.800049
	Iteration 48Q: 3 clusters Score -232164.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -232165.484375 Penalty: 2552.800049
	Iteration 49Q: 3 clusters Score -232165.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -232165.812500 Penalty: 2552.800049
	Iteration 50Q: 3 clusters Score -232165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -232166.062500 Penalty: 2552.800049
	Iteration 51Q: 3 clusters Score -232166.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -232166.062500 Penalty: 2552.800049
	Iteration 52F: 3 clusters Score -232166.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (11220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Entering Unmasked Estep 
Score: -882191.937500 Penalty: 1515.386108
	Iteration 0F: 2 clusters Score -882191.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -874260.937500 Penalty: 3030.772217
	Iteration 0F: 3 clusters Score -874260.9 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -877235.750000 Penalty: 3030.772217
	Iteration 1F: 3 clusters Score -877235.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -877873.062500 Penalty: 3030.772217
	Iteration 2F: 3 clusters Score -877873.1 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -878461.250000 Penalty: 3030.772217
	Iteration 3F: 3 clusters Score -878461.2 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -878941.437500 Penalty: 3030.772217
	Iteration 4F: 3 clusters Score -878941.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -879331.937500 Penalty: 3030.772217
	Iteration 5F: 3 clusters Score -879331.9 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -879672.437500 Penalty: 3030.772217
	Iteration 6F: 3 clusters Score -879672.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -879915.187500 Penalty: 3030.772217
	Iteration 7Q: 3 clusters Score -879915.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -880112.750000 Penalty: 3030.772217
	Iteration 8Q: 3 clusters Score -880112.8 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -880251.750000 Penalty: 3030.772217
	Iteration 9Q: 3 clusters Score -880251.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -880362.187500 Penalty: 3030.772217
	Iteration 10Q: 3 clusters Score -880362.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -880450.125000 Penalty: 3030.772217
	Iteration 11Q: 3 clusters Score -880450.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -880524.375000 Penalty: 3030.772217
	Iteration 12Q: 3 clusters Score -880524.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -880585.625000 Penalty: 3030.772217
	Iteration 13Q: 3 clusters Score -880585.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -880646.125000 Penalty: 3030.772217
	Iteration 14Q: 3 clusters Score -880646.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -880717.562500 Penalty: 3030.772217
	Iteration 15Q: 3 clusters Score -880717.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -880787.500000 Penalty: 3030.772217
	Iteration 16Q: 3 clusters Score -880787.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -880848.437500 Penalty: 3030.772217
	Iteration 17Q: 3 clusters Score -880848.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -880904.375000 Penalty: 3030.772217
	Iteration 18Q: 3 clusters Score -880904.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -880960.250000 Penalty: 3030.772217
	Iteration 19Q: 3 clusters Score -880960.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -881005.375000 Penalty: 3030.772217
	Iteration 20F: 3 clusters Score -881005.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -881038.625000 Penalty: 3030.772217
	Iteration 21Q: 3 clusters Score -881038.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -881068.125000 Penalty: 3030.772217
	Iteration 22Q: 3 clusters Score -881068.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -881089.125000 Penalty: 3030.772217
	Iteration 23Q: 3 clusters Score -881089.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -881106.687500 Penalty: 3030.772217
	Iteration 24Q: 3 clusters Score -881106.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -881126.750000 Penalty: 3030.772217
	Iteration 25Q: 3 clusters Score -881126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -881138.000000 Penalty: 3030.772217
	Iteration 26Q: 3 clusters Score -881138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -881144.562500 Penalty: 3030.772217
	Iteration 27Q: 3 clusters Score -881144.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -881152.187500 Penalty: 3030.772217
	Iteration 28Q: 3 clusters Score -881152.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -881161.125000 Penalty: 3030.772217
	Iteration 29Q: 3 clusters Score -881161.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -881168.187500 Penalty: 3030.772217
	Iteration 30Q: 3 clusters Score -881168.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -881174.562500 Penalty: 3030.772217
	Iteration 31Q: 3 clusters Score -881174.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -881180.562500 Penalty: 3030.772217
	Iteration 32Q: 3 clusters Score -881180.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -881189.437500 Penalty: 3030.772217
	Iteration 33Q: 3 clusters Score -881189.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9020 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -881191.500000 Penalty: 3030.772217
	Iteration 34Q: 3 clusters Score -881191.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -881203.125000 Penalty: 3030.772217
	Iteration 35Q: 3 clusters Score -881203.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -881209.500000 Penalty: 3030.772217
	Iteration 36Q: 3 clusters Score -881209.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -881219.812500 Penalty: 3030.772217
	Iteration 37Q: 3 clusters Score -881219.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -881226.437500 Penalty: 3030.772217
	Iteration 38Q: 3 clusters Score -881226.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -881236.062500 Penalty: 3030.772217
	Iteration 39Q: 3 clusters Score -881236.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -881252.312500 Penalty: 3030.772217
	Iteration 40F: 3 clusters Score -881252.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -881262.937500 Penalty: 3030.772217
	Iteration 41Q: 3 clusters Score -881262.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -881268.375000 Penalty: 3030.772217
	Iteration 42Q: 3 clusters Score -881268.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -881273.312500 Penalty: 3030.772217
	Iteration 43Q: 3 clusters Score -881273.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -881283.187500 Penalty: 3030.772217
	Iteration 44Q: 3 clusters Score -881283.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -881289.500000 Penalty: 3030.772217
	Iteration 45Q: 3 clusters Score -881289.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -881297.500000 Penalty: 3030.772217
	Iteration 46Q: 3 clusters Score -881297.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -881303.625000 Penalty: 3030.772217
	Iteration 47Q: 3 clusters Score -881303.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -881308.375000 Penalty: 3030.772217
	Iteration 48Q: 3 clusters Score -881308.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -881307.562500 Penalty: 3030.772217
	Iteration 49Q: 3 clusters Score -881307.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -881308.937500 Penalty: 3030.772217
	Iteration 50Q: 3 clusters Score -881308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -881311.312500 Penalty: 3030.772217
	Iteration 51Q: 3 clusters Score -881311.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -881311.437500 Penalty: 3030.772217
	Iteration 52Q: 3 clusters Score -881311.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -881315.062500 Penalty: 3030.772217
	Iteration 53Q: 3 clusters Score -881315.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -881315.312500 Penalty: 3030.772217
	Iteration 54Q: 3 clusters Score -881315.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -881316.687500 Penalty: 3030.772217
	Iteration 55Q: 3 clusters Score -881316.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -881317.000000 Penalty: 3030.772217
	Iteration 56Q: 3 clusters Score -881317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -881316.812500 Penalty: 3030.772217
	Iteration 57Q: 3 clusters Score -881316.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -881316.062500 Penalty: 3030.772217
	Iteration 58Q: 3 clusters Score -881316.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -881316.375000 Penalty: 3030.772217
	Iteration 59Q: 3 clusters Score -881316.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -881319.250000 Penalty: 3030.772217
	Iteration 60F: 3 clusters Score -881319.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -881319.125000 Penalty: 3030.772217
	Iteration 61Q: 3 clusters Score -881319.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -881320.250000 Penalty: 3030.772217
	Iteration 62Q: 3 clusters Score -881320.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -881320.250000 Penalty: 3030.772217
	Iteration 63F: 3 clusters Score -881320.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Entering Unmasked Estep 
Score: -831577.750000 Penalty: 1490.772949
	Iteration 0F: 2 clusters Score -831577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -824569.500000 Penalty: 2981.545898
	Iteration 0F: 3 clusters Score -824569.5 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -826879.375000 Penalty: 2981.545898
	Iteration 1F: 3 clusters Score -826879.4 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -827184.312500 Penalty: 2981.545898
	Iteration 2F: 3 clusters Score -827184.3 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -827469.125000 Penalty: 2981.545898
	Iteration 3F: 3 clusters Score -827469.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -827731.375000 Penalty: 2981.545898
	Iteration 4F: 3 clusters Score -827731.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -828071.562500 Penalty: 2981.545898
	Iteration 5F: 3 clusters Score -828071.6 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -828431.625000 Penalty: 2981.545898
	Iteration 6F: 3 clusters Score -828431.6 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -828884.750000 Penalty: 2981.545898
	Iteration 7F: 3 clusters Score -828884.8 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -829328.625000 Penalty: 2981.545898
	Iteration 8F: 3 clusters Score -829328.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -829693.000000 Penalty: 2981.545898
	Iteration 9Q: 3 clusters Score -829693 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
Score: -829944.562500 Penalty: 2981.545898
	Iteration 10Q: 3 clusters Score -829944.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -830123.500000 Penalty: 2981.545898
	Iteration 11Q: 3 clusters Score -830123.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -830238.437500 Penalty: 2981.545898
	Iteration 12Q: 3 clusters Score -830238.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -830322.875000 Penalty: 2981.545898
	Iteration 13Q: 3 clusters Score -830322.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -830425.937500 Penalty: 2981.545898
	Iteration 14Q: 3 clusters Score -830425.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -830514.562500 Penalty: 2981.545898
	Iteration 15Q: 3 clusters Score -830514.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -830602.562500 Penalty: 2981.545898
	Iteration 16Q: 3 clusters Score -830602.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -830652.875000 Penalty: 2981.545898
	Iteration 17Q: 3 clusters Score -830652.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -830697.312500 Penalty: 2981.545898
	Iteration 18Q: 3 clusters Score -830697.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -830722.250000 Penalty: 2981.545898
	Iteration 19Q: 3 clusters Score -830722.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -830739.375000 Penalty: 2981.545898
	Iteration 20F: 3 clusters Score -830739.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -830752.687500 Penalty: 2981.545898
	Iteration 21Q: 3 clusters Score -830752.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -830759.625000 Penalty: 2981.545898
	Iteration 22Q: 3 clusters Score -830759.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -830761.875000 Penalty: 2981.545898
	Iteration 23Q: 3 clusters Score -830761.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -830765.125000 Penalty: 2981.545898
	Iteration 24Q: 3 clusters Score -830765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -830766.875000 Penalty: 2981.545898
	Iteration 25Q: 3 clusters Score -830766.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -830767.750000 Penalty: 2981.545898
	Iteration 26Q: 3 clusters Score -830767.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -830767.312500 Penalty: 2981.545898
	Iteration 27Q: 3 clusters Score -830767.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -830767.312500 Penalty: 2981.545898
	Iteration 28F: 3 clusters Score -830767.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Entering Unmasked Estep 
Score: -446576.531250 Penalty: 1388.941895
	Iteration 0F: 2 clusters Score -446576.5 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 2594 members 
Entering Unmasked Estep 
Score: -442513.843750 Penalty: 2777.883789
	Iteration 0F: 3 clusters Score -442513.8 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -443700.281250 Penalty: 2777.883789
	Iteration 1F: 3 clusters Score -443700.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -443849.375000 Penalty: 2777.883789
	Iteration 2F: 3 clusters Score -443849.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -443935.906250 Penalty: 2777.883789
	Iteration 3Q: 3 clusters Score -443935.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -444010.031250 Penalty: 2777.883789
	Iteration 4Q: 3 clusters Score -444010 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -444079.593750 Penalty: 2777.883789
	Iteration 5Q: 3 clusters Score -444079.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -444166.656250 Penalty: 2777.883789
	Iteration 6Q: 3 clusters Score -444166.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -444246.906250 Penalty: 2777.883789
	Iteration 7Q: 3 clusters Score -444246.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -444321.468750 Penalty: 2777.883789
	Iteration 8Q: 3 clusters Score -444321.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -444417.906250 Penalty: 2777.883789
	Iteration 9Q: 3 clusters Score -444417.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -444533.875000 Penalty: 2777.883789
	Iteration 10Q: 3 clusters Score -444533.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -444640.437500 Penalty: 2777.883789
	Iteration 11Q: 3 clusters Score -444640.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -444741.437500 Penalty: 2777.883789
	Iteration 12Q: 3 clusters Score -444741.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -444844.343750 Penalty: 2777.883789
	Iteration 13Q: 3 clusters Score -444844.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -444940.218750 Penalty: 2777.883789
	Iteration 14Q: 3 clusters Score -444940.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -445040.906250 Penalty: 2777.883789
	Iteration 15Q: 3 clusters Score -445040.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -445147.156250 Penalty: 2777.883789
	Iteration 16Q: 3 clusters Score -445147.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -445253.312500 Penalty: 2777.883789
	Iteration 17Q: 3 clusters Score -445253.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -445339.562500 Penalty: 2777.883789
	Iteration 18Q: 3 clusters Score -445339.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -445396.500000 Penalty: 2777.883789
	Iteration 19Q: 3 clusters Score -445396.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -445441.281250 Penalty: 2777.883789
	Iteration 20F: 3 clusters Score -445441.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -445472.500000 Penalty: 2777.883789
	Iteration 21Q: 3 clusters Score -445472.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -445496.000000 Penalty: 2777.883789
	Iteration 22Q: 3 clusters Score -445496 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -445514.656250 Penalty: 2777.883789
	Iteration 23Q: 3 clusters Score -445514.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -445529.093750 Penalty: 2777.883789
	Iteration 24Q: 3 clusters Score -445529.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -445540.125000 Penalty: 2777.883789
	Iteration 25Q: 3 clusters Score -445540.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -445549.500000 Penalty: 2777.883789
	Iteration 26Q: 3 clusters Score -445549.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -445554.375000 Penalty: 2777.883789
	Iteration 27Q: 3 clusters Score -445554.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -445558.250000 Penalty: 2777.883789
	Iteration 28Q: 3 clusters Score -445558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -445562.312500 Penalty: 2777.883789
	Iteration 29Q: 3 clusters Score -445562.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -445564.937500 Penalty: 2777.883789
	Iteration 30Q: 3 clusters Score -445564.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -445567.375000 Penalty: 2777.883789
	Iteration 31Q: 3 clusters Score -445567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -445569.031250 Penalty: 2777.883789
	Iteration 32Q: 3 clusters Score -445569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -445570.031250 Penalty: 2777.883789
	Iteration 33Q: 3 clusters Score -445570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -445572.968750 Penalty: 2777.883789
	Iteration 34Q: 3 clusters Score -445573 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -445574.656250 Penalty: 2777.883789
	Iteration 35Q: 3 clusters Score -445574.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -445574.656250 Penalty: 2777.883789
	Iteration 36F: 3 clusters Score -445574.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Entering Unmasked Estep 
Score: -693491.312500 Penalty: 1453.064819
	Iteration 0F: 2 clusters Score -693491.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -687814.000000 Penalty: 2906.129639
	Iteration 0F: 3 clusters Score -687814 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -689513.250000 Penalty: 2906.129639
	Iteration 1F: 3 clusters Score -689513.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -689719.250000 Penalty: 2906.129639
	Iteration 2F: 3 clusters Score -689719.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -689866.562500 Penalty: 2906.129639
	Iteration 3Q: 3 clusters Score -689866.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -689978.312500 Penalty: 2906.129639
	Iteration 4Q: 3 clusters Score -689978.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -690079.000000 Penalty: 2906.129639
	Iteration 5Q: 3 clusters Score -690079 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -690155.812500 Penalty: 2906.129639
	Iteration 6Q: 3 clusters Score -690155.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -690224.000000 Penalty: 2906.129639
	Iteration 7Q: 3 clusters Score -690224 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -690284.062500 Penalty: 2906.129639
	Iteration 8Q: 3 clusters Score -690284.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -690346.187500 Penalty: 2906.129639
	Iteration 9Q: 3 clusters Score -690346.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -690420.312500 Penalty: 2906.129639
	Iteration 10Q: 3 clusters Score -690420.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -690500.187500 Penalty: 2906.129639
	Iteration 11Q: 3 clusters Score -690500.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -690595.312500 Penalty: 2906.129639
	Iteration 12Q: 3 clusters Score -690595.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -690717.937500 Penalty: 2906.129639
	Iteration 13Q: 3 clusters Score -690717.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -690849.750000 Penalty: 2906.129639
	Iteration 14Q: 3 clusters Score -690849.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -691018.437500 Penalty: 2906.129639
	Iteration 15Q: 3 clusters Score -691018.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -691226.000000 Penalty: 2906.129639
	Iteration 16Q: 3 clusters Score -691226 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -691445.250000 Penalty: 2906.129639
	Iteration 17Q: 3 clusters Score -691445.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -691648.812500 Penalty: 2906.129639
	Iteration 18Q: 3 clusters Score -691648.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -691815.875000 Penalty: 2906.129639
	Iteration 19Q: 3 clusters Score -691815.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -691942.250000 Penalty: 2906.129639
	Iteration 20F: 3 clusters Score -691942.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -692029.937500 Penalty: 2906.129639
	Iteration 21Q: 3 clusters Score -692029.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -692088.812500 Penalty: 2906.129639
	Iteration 22Q: 3 clusters Score -692088.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -692127.937500 Penalty: 2906.129639
	Iteration 23Q: 3 clusters Score -692127.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -692157.187500 Penalty: 2906.129639
	Iteration 24Q: 3 clusters Score -692157.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -692174.562500 Penalty: 2906.129639
	Iteration 25Q: 3 clusters Score -692174.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -692186.437500 Penalty: 2906.129639
	Iteration 26Q: 3 clusters Score -692186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -692192.312500 Penalty: 2906.129639
	Iteration 27Q: 3 clusters Score -692192.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -692194.750000 Penalty: 2906.129639
	Iteration 28Q: 3 clusters Score -692194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -692194.937500 Penalty: 2906.129639
	Iteration 29Q: 3 clusters Score -692194.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -692196.500000 Penalty: 2906.129639
	Iteration 30Q: 3 clusters Score -692196.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -692197.750000 Penalty: 2906.129639
	Iteration 31Q: 3 clusters Score -692197.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -692200.250000 Penalty: 2906.129639
	Iteration 32Q: 3 clusters Score -692200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -692200.812500 Penalty: 2906.129639
	Iteration 33Q: 3 clusters Score -692200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -692203.062500 Penalty: 2906.129639
	Iteration 34Q: 3 clusters Score -692203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -692205.000000 Penalty: 2906.129639
	Iteration 35Q: 3 clusters Score -692205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -692205.437500 Penalty: 2906.129639
	Iteration 36Q: 3 clusters Score -692205.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -692205.437500 Penalty: 2906.129639
	Iteration 37F: 3 clusters Score -692205.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -1400136.750000 Penalty: 1567.308594
	Iteration 0F: 2 clusters Score -1400137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1389530.875000 Penalty: 3134.617188
	Iteration 0F: 3 clusters Score -1389531 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -1393287.875000 Penalty: 3134.617188
	Iteration 1F: 3 clusters Score -1393288 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1393587.375000 Penalty: 3134.617188
	Iteration 2F: 3 clusters Score -1393587 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1393836.875000 Penalty: 3134.617188
	Iteration 3Q: 3 clusters Score -1393837 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1394092.375000 Penalty: 3134.617188
	Iteration 4Q: 3 clusters Score -1394092 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1394412.500000 Penalty: 3134.617188
	Iteration 5Q: 3 clusters Score -1394412 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1394794.625000 Penalty: 3134.617188
	Iteration 6Q: 3 clusters Score -1394795 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1395336.750000 Penalty: 3134.617188
	Iteration 7F: 3 clusters Score -1395337 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1396014.000000 Penalty: 3134.617188
	Iteration 8F: 3 clusters Score -1396014 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1396799.500000 Penalty: 3134.617188
	Iteration 9F: 3 clusters Score -1396800 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1397568.625000 Penalty: 3134.617188
	Iteration 10F: 3 clusters Score -1397569 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -1398097.875000 Penalty: 3134.617188
	Iteration 11Q: 3 clusters Score -1398098 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1398439.375000 Penalty: 3134.617188
	Iteration 12Q: 3 clusters Score -1398439 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -1398641.125000 Penalty: 3134.617188
	Iteration 13Q: 3 clusters Score -1398641 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -1398756.375000 Penalty: 3134.617188
	Iteration 14Q: 3 clusters Score -1398756 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -1398813.250000 Penalty: 3134.617188
	Iteration 15Q: 3 clusters Score -1398813 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -1398852.375000 Penalty: 3134.617188
	Iteration 16Q: 3 clusters Score -1398852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1398879.625000 Penalty: 3134.617188
	Iteration 17Q: 3 clusters Score -1398880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1398902.500000 Penalty: 3134.617188
	Iteration 18Q: 3 clusters Score -1398902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1398936.125000 Penalty: 3134.617188
	Iteration 19Q: 3 clusters Score -1398936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1398954.500000 Penalty: 3134.617188
	Iteration 20F: 3 clusters Score -1398954 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -1398971.250000 Penalty: 3134.617188
	Iteration 21Q: 3 clusters Score -1398971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -1398980.250000 Penalty: 3134.617188
	Iteration 22Q: 3 clusters Score -1398980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1398982.250000 Penalty: 3134.617188
	Iteration 23Q: 3 clusters Score -1398982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1398987.625000 Penalty: 3134.617188
	Iteration 24Q: 3 clusters Score -1398988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1398989.125000 Penalty: 3134.617188
	Iteration 25Q: 3 clusters Score -1398989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1398989.125000 Penalty: 3134.617188
	Iteration 26F: 3 clusters Score -1398989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Entering Unmasked Estep 
Score: -13788.729492 Penalty: 870.445312
	Iteration 0F: 2 clusters Score -13788.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -13014.970703 Penalty: 1740.890625
	Iteration 0F: 3 clusters Score -13014.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -13105.199219 Penalty: 1740.890625
	Iteration 1F: 3 clusters Score -13105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13119.742188 Penalty: 1740.890625
	Iteration 2Q: 3 clusters Score -13119.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13129.316406 Penalty: 1740.890625
	Iteration 3Q: 3 clusters Score -13129.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13133.353516 Penalty: 1740.890625
	Iteration 4Q: 3 clusters Score -13133.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -13133.353516 Penalty: 1740.890625
	Iteration 5F: 3 clusters Score -13133.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -945364.937500 Penalty: 1511.086182
	Iteration 0F: 2 clusters Score -945364.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -937622.125000 Penalty: 3022.172363
	Iteration 0F: 3 clusters Score -937622.1 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -940141.000000 Penalty: 3022.172363
	Iteration 1F: 3 clusters Score -940141 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -940516.000000 Penalty: 3022.172363
	Iteration 2F: 3 clusters Score -940516 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -940999.437500 Penalty: 3022.172363
	Iteration 3F: 3 clusters Score -940999.4 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -941655.750000 Penalty: 3022.172363
	Iteration 4F: 3 clusters Score -941655.8 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -942295.312500 Penalty: 3022.172363
	Iteration 5F: 3 clusters Score -942295.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -942888.062500 Penalty: 3022.172363
	Iteration 6F: 3 clusters Score -942888.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -943361.187500 Penalty: 3022.172363
	Iteration 7F: 3 clusters Score -943361.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -943690.875000 Penalty: 3022.172363
	Iteration 8Q: 3 clusters Score -943690.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -943923.750000 Penalty: 3022.172363
	Iteration 9Q: 3 clusters Score -943923.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -944149.312500 Penalty: 3022.172363
	Iteration 10Q: 3 clusters Score -944149.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -944350.750000 Penalty: 3022.172363
	Iteration 11Q: 3 clusters Score -944350.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -944520.000000 Penalty: 3022.172363
	Iteration 12Q: 3 clusters Score -944520 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -944679.000000 Penalty: 3022.172363
	Iteration 13Q: 3 clusters Score -944679 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -944854.500000 Penalty: 3022.172363
	Iteration 14Q: 3 clusters Score -944854.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -944967.187500 Penalty: 3022.172363
	Iteration 15Q: 3 clusters Score -944967.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -945041.000000 Penalty: 3022.172363
	Iteration 16Q: 3 clusters Score -945041 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -945084.000000 Penalty: 3022.172363
	Iteration 17Q: 3 clusters Score -945084 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -945109.812500 Penalty: 3022.172363
	Iteration 18Q: 3 clusters Score -945109.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -945139.250000 Penalty: 3022.172363
	Iteration 19Q: 3 clusters Score -945139.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -945160.500000 Penalty: 3022.172363
	Iteration 20F: 3 clusters Score -945160.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -945175.750000 Penalty: 3022.172363
	Iteration 21Q: 3 clusters Score -945175.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -945180.812500 Penalty: 3022.172363
	Iteration 22Q: 3 clusters Score -945180.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -945187.437500 Penalty: 3022.172363
	Iteration 23Q: 3 clusters Score -945187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -945189.000000 Penalty: 3022.172363
	Iteration 24Q: 3 clusters Score -945189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -945190.375000 Penalty: 3022.172363
	Iteration 25Q: 3 clusters Score -945190.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -945194.062500 Penalty: 3022.172363
	Iteration 26Q: 3 clusters Score -945194.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -945199.750000 Penalty: 3022.172363
	Iteration 27Q: 3 clusters Score -945199.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -945202.187500 Penalty: 3022.172363
	Iteration 28Q: 3 clusters Score -945202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -945204.375000 Penalty: 3022.172363
	Iteration 29Q: 3 clusters Score -945204.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -945208.625000 Penalty: 3022.172363
	Iteration 30Q: 3 clusters Score -945208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -945208.625000 Penalty: 3022.172363
	Iteration 31Q: 3 clusters Score -945208.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -945211.062500 Penalty: 3022.172363
	Iteration 32Q: 3 clusters Score -945211.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -945213.562500 Penalty: 3022.172363
	Iteration 33Q: 3 clusters Score -945213.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -945211.250000 Penalty: 3022.172363
	Iteration 34Q: 3 clusters Score -945211.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -945212.750000 Penalty: 3022.172363
	Iteration 35Q: 3 clusters Score -945212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -945214.812500 Penalty: 3022.172363
	Iteration 36Q: 3 clusters Score -945214.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -945219.187500 Penalty: 3022.172363
	Iteration 37Q: 3 clusters Score -945219.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -945219.625000 Penalty: 3022.172363
	Iteration 38Q: 3 clusters Score -945219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -945220.250000 Penalty: 3022.172363
	Iteration 39Q: 3 clusters Score -945220.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -945219.062500 Penalty: 3022.172363
	Iteration 40F: 3 clusters Score -945219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -945219.375000 Penalty: 3022.172363
	Iteration 41Q: 3 clusters Score -945219.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -945219.375000 Penalty: 3022.172363
	Iteration 42F: 3 clusters Score -945219.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Entering Unmasked Estep 
Score: -257414.812500 Penalty: 1305.732910
	Iteration 0F: 2 clusters Score -257414.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -254656.984375 Penalty: 2611.465820
	Iteration 0F: 3 clusters Score -254657 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -255347.625000 Penalty: 2611.465820
	Iteration 1F: 3 clusters Score -255347.6 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -255512.656250 Penalty: 2611.465820
	Iteration 2F: 3 clusters Score -255512.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -255653.468750 Penalty: 2611.465820
	Iteration 3F: 3 clusters Score -255653.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -255783.703125 Penalty: 2611.465820
	Iteration 4Q: 3 clusters Score -255783.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -255906.390625 Penalty: 2611.465820
	Iteration 5Q: 3 clusters Score -255906.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -256019.515625 Penalty: 2611.465820
	Iteration 6Q: 3 clusters Score -256019.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -256093.734375 Penalty: 2611.465820
	Iteration 7Q: 3 clusters Score -256093.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -256162.843750 Penalty: 2611.465820
	Iteration 8Q: 3 clusters Score -256162.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -256230.000000 Penalty: 2611.465820
	Iteration 9Q: 3 clusters Score -256230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -256285.343750 Penalty: 2611.465820
	Iteration 10Q: 3 clusters Score -256285.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -256321.562500 Penalty: 2611.465820
	Iteration 11Q: 3 clusters Score -256321.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -256356.875000 Penalty: 2611.465820
	Iteration 12Q: 3 clusters Score -256356.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -256381.265625 Penalty: 2611.465820
	Iteration 13Q: 3 clusters Score -256381.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -256406.406250 Penalty: 2611.465820
	Iteration 14Q: 3 clusters Score -256406.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -256421.390625 Penalty: 2611.465820
	Iteration 15Q: 3 clusters Score -256421.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -256430.734375 Penalty: 2611.465820
	Iteration 16Q: 3 clusters Score -256430.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -256437.609375 Penalty: 2611.465820
	Iteration 17Q: 3 clusters Score -256437.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -256444.093750 Penalty: 2611.465820
	Iteration 18Q: 3 clusters Score -256444.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -256449.343750 Penalty: 2611.465820
	Iteration 19Q: 3 clusters Score -256449.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -256452.437500 Penalty: 2611.465820
	Iteration 20F: 3 clusters Score -256452.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -256457.078125 Penalty: 2611.465820
	Iteration 21Q: 3 clusters Score -256457.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -256458.968750 Penalty: 2611.465820
	Iteration 22Q: 3 clusters Score -256459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -256460.218750 Penalty: 2611.465820
	Iteration 23Q: 3 clusters Score -256460.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -256461.843750 Penalty: 2611.465820
	Iteration 24Q: 3 clusters Score -256461.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -256464.031250 Penalty: 2611.465820
	Iteration 25Q: 3 clusters Score -256464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -256466.593750 Penalty: 2611.465820
	Iteration 26Q: 3 clusters Score -256466.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -256469.468750 Penalty: 2611.465820
	Iteration 27Q: 3 clusters Score -256469.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -256470.796875 Penalty: 2611.465820
	Iteration 28Q: 3 clusters Score -256470.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -256471.750000 Penalty: 2611.465820
	Iteration 29Q: 3 clusters Score -256471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -256472.250000 Penalty: 2611.465820
	Iteration 30Q: 3 clusters Score -256472.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -256472.765625 Penalty: 2611.465820
	Iteration 31Q: 3 clusters Score -256472.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -256472.765625 Penalty: 2611.465820
	Iteration 32F: 3 clusters Score -256472.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Entering Unmasked Estep 
Score: -79121.046875 Penalty: 1114.857910
	Iteration 0F: 2 clusters Score -79121.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77708.914062 Penalty: 2229.715820
	Iteration 0F: 3 clusters Score -77708.91 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -77945.640625 Penalty: 2229.715820
	Iteration 1F: 3 clusters Score -77945.64 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -78016.257812 Penalty: 2229.715820
	Iteration 2F: 3 clusters Score -78016.26 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -78068.804688 Penalty: 2229.715820
	Iteration 3Q: 3 clusters Score -78068.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -78101.359375 Penalty: 2229.715820
	Iteration 4Q: 3 clusters Score -78101.36 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78123.453125 Penalty: 2229.715820
	Iteration 5Q: 3 clusters Score -78123.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -78138.671875 Penalty: 2229.715820
	Iteration 6Q: 3 clusters Score -78138.67 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78148.859375 Penalty: 2229.715820
	Iteration 7Q: 3 clusters Score -78148.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -78157.687500 Penalty: 2229.715820
	Iteration 8Q: 3 clusters Score -78157.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78167.640625 Penalty: 2229.715820
	Iteration 9Q: 3 clusters Score -78167.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78185.117188 Penalty: 2229.715820
	Iteration 10Q: 3 clusters Score -78185.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78201.601562 Penalty: 2229.715820
	Iteration 11Q: 3 clusters Score -78201.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78208.515625 Penalty: 2229.715820
	Iteration 12Q: 3 clusters Score -78208.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78218.171875 Penalty: 2229.715820
	Iteration 13Q: 3 clusters Score -78218.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -78223.429688 Penalty: 2229.715820
	Iteration 14Q: 3 clusters Score -78223.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -78230.953125 Penalty: 2229.715820
	Iteration 15Q: 3 clusters Score -78230.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78235.898438 Penalty: 2229.715820
	Iteration 16Q: 3 clusters Score -78235.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78240.484375 Penalty: 2229.715820
	Iteration 17Q: 3 clusters Score -78240.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -78242.312500 Penalty: 2229.715820
	Iteration 18Q: 3 clusters Score -78242.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78243.421875 Penalty: 2229.715820
	Iteration 19Q: 3 clusters Score -78243.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -78245.210938 Penalty: 2229.715820
	Iteration 20F: 3 clusters Score -78245.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78247.570312 Penalty: 2229.715820
	Iteration 21Q: 3 clusters Score -78247.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78249.882812 Penalty: 2229.715820
	Iteration 22Q: 3 clusters Score -78249.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78252.281250 Penalty: 2229.715820
	Iteration 23Q: 3 clusters Score -78252.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78257.117188 Penalty: 2229.715820
	Iteration 24Q: 3 clusters Score -78257.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78260.039062 Penalty: 2229.715820
	Iteration 25Q: 3 clusters Score -78260.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -78262.953125 Penalty: 2229.715820
	Iteration 26Q: 3 clusters Score -78262.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -78265.343750 Penalty: 2229.715820
	Iteration 27Q: 3 clusters Score -78265.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -78269.500000 Penalty: 2229.715820
	Iteration 28Q: 3 clusters Score -78269.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -78276.062500 Penalty: 2229.715820
	Iteration 29Q: 3 clusters Score -78276.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -78283.070312 Penalty: 2229.715820
	Iteration 30Q: 3 clusters Score -78283.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -78294.500000 Penalty: 2229.715820
	Iteration 31Q: 3 clusters Score -78294.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78299.492188 Penalty: 2229.715820
	Iteration 32Q: 3 clusters Score -78299.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78302.140625 Penalty: 2229.715820
	Iteration 33Q: 3 clusters Score -78302.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -78306.171875 Penalty: 2229.715820
	Iteration 34Q: 3 clusters Score -78306.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -78307.093750 Penalty: 2229.715820
	Iteration 35Q: 3 clusters Score -78307.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78307.695312 Penalty: 2229.715820
	Iteration 36Q: 3 clusters Score -78307.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78307.695312 Penalty: 2229.715820
	Iteration 37F: 3 clusters Score -78307.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (1418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Entering Unmasked Estep 
Score: -117150.765625 Penalty: 1179.262939
	Iteration 0F: 2 clusters Score -117150.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -115434.500000 Penalty: 2358.525879
	Iteration 0F: 3 clusters Score -115434.5 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -115768.382812 Penalty: 2358.525879
	Iteration 1F: 3 clusters Score -115768.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -115860.117188 Penalty: 2358.525879
	Iteration 2F: 3 clusters Score -115860.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -115915.726562 Penalty: 2358.525879
	Iteration 3F: 3 clusters Score -115915.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -115945.117188 Penalty: 2358.525879
	Iteration 4Q: 3 clusters Score -115945.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -115968.132812 Penalty: 2358.525879
	Iteration 5Q: 3 clusters Score -115968.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -115990.546875 Penalty: 2358.525879
	Iteration 6Q: 3 clusters Score -115990.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -116011.437500 Penalty: 2358.525879
	Iteration 7Q: 3 clusters Score -116011.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -116026.187500 Penalty: 2358.525879
	Iteration 8Q: 3 clusters Score -116026.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116035.843750 Penalty: 2358.525879
	Iteration 9Q: 3 clusters Score -116035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -116040.898438 Penalty: 2358.525879
	Iteration 10Q: 3 clusters Score -116040.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -116043.281250 Penalty: 2358.525879
	Iteration 11Q: 3 clusters Score -116043.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116048.625000 Penalty: 2358.525879
	Iteration 12Q: 3 clusters Score -116048.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -116055.296875 Penalty: 2358.525879
	Iteration 13Q: 3 clusters Score -116055.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -116058.710938 Penalty: 2358.525879
	Iteration 14Q: 3 clusters Score -116058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116059.312500 Penalty: 2358.525879
	Iteration 15Q: 3 clusters Score -116059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -116059.312500 Penalty: 2358.525879
	Iteration 16F: 3 clusters Score -116059.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (12802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12802 members 
Entering Unmasked Estep 
Score: -1185825.750000 Penalty: 1536.820435
	Iteration 0F: 2 clusters Score -1185826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1176882.250000 Penalty: 3073.640869
	Iteration 0F: 3 clusters Score -1176882 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1179883.875000 Penalty: 3073.640869
	Iteration 1F: 3 clusters Score -1179884 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1180158.125000 Penalty: 3073.640869
	Iteration 2F: 3 clusters Score -1180158 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -1180376.875000 Penalty: 3073.640869
	Iteration 3Q: 3 clusters Score -1180377 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1180592.250000 Penalty: 3073.640869
	Iteration 4Q: 3 clusters Score -1180592 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1180853.125000 Penalty: 3073.640869
	Iteration 5Q: 3 clusters Score -1180853 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -1181208.125000 Penalty: 3073.640869
	Iteration 6Q: 3 clusters Score -1181208 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -1181716.375000 Penalty: 3073.640869
	Iteration 7F: 3 clusters Score -1181716 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1182361.000000 Penalty: 3073.640869
	Iteration 8F: 3 clusters Score -1182361 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1183098.625000 Penalty: 3073.640869
	Iteration 9F: 3 clusters Score -1183099 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -1183676.625000 Penalty: 3073.640869
	Iteration 10Q: 3 clusters Score -1183677 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -1184022.000000 Penalty: 3073.640869
	Iteration 11Q: 3 clusters Score -1184022 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -1184225.750000 Penalty: 3073.640869
	Iteration 12Q: 3 clusters Score -1184226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -1184332.000000 Penalty: 3073.640869
	Iteration 13Q: 3 clusters Score -1184332 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -1184409.625000 Penalty: 3073.640869
	Iteration 14Q: 3 clusters Score -1184410 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -1184457.500000 Penalty: 3073.640869
	Iteration 15Q: 3 clusters Score -1184458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1184488.000000 Penalty: 3073.640869
	Iteration 16Q: 3 clusters Score -1184488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -1184503.375000 Penalty: 3073.640869
	Iteration 17Q: 3 clusters Score -1184503 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -1184513.875000 Penalty: 3073.640869
	Iteration 18Q: 3 clusters Score -1184514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -1184520.000000 Penalty: 3073.640869
	Iteration 19Q: 3 clusters Score -1184520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -1184528.125000 Penalty: 3073.640869
	Iteration 20F: 3 clusters Score -1184528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1184532.375000 Penalty: 3073.640869
	Iteration 21Q: 3 clusters Score -1184532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1184539.250000 Penalty: 3073.640869
	Iteration 22Q: 3 clusters Score -1184539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1184541.500000 Penalty: 3073.640869
	Iteration 23Q: 3 clusters Score -1184542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -1184545.875000 Penalty: 3073.640869
	Iteration 24Q: 3 clusters Score -1184546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1184547.000000 Penalty: 3073.640869
	Iteration 25Q: 3 clusters Score -1184547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -1184551.000000 Penalty: 3073.640869
	Iteration 26Q: 3 clusters Score -1184551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1184555.250000 Penalty: 3073.640869
	Iteration 27Q: 3 clusters Score -1184555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1184557.000000 Penalty: 3073.640869
	Iteration 28Q: 3 clusters Score -1184557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1184561.500000 Penalty: 3073.640869
	Iteration 29Q: 3 clusters Score -1184562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -1184561.500000 Penalty: 3073.640869
	Iteration 30F: 3 clusters Score -1184562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -124682.812500 Penalty: 1188.939087
	Iteration 0F: 2 clusters Score -124682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -122919.062500 Penalty: 2377.878174
	Iteration 0F: 3 clusters Score -122919.1 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -123335.929688 Penalty: 2377.878174
	Iteration 1F: 3 clusters Score -123335.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -123517.445312 Penalty: 2377.878174
	Iteration 2F: 3 clusters Score -123517.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -123635.851562 Penalty: 2377.878174
	Iteration 3F: 3 clusters Score -123635.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -123705.531250 Penalty: 2377.878174
	Iteration 4Q: 3 clusters Score -123705.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -123767.156250 Penalty: 2377.878174
	Iteration 5Q: 3 clusters Score -123767.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -123821.312500 Penalty: 2377.878174
	Iteration 6Q: 3 clusters Score -123821.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -123878.828125 Penalty: 2377.878174
	Iteration 7Q: 3 clusters Score -123878.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -123921.710938 Penalty: 2377.878174
	Iteration 8Q: 3 clusters Score -123921.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -123947.328125 Penalty: 2377.878174
	Iteration 9Q: 3 clusters Score -123947.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -123973.914062 Penalty: 2377.878174
	Iteration 10Q: 3 clusters Score -123973.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -124008.296875 Penalty: 2377.878174
	Iteration 11Q: 3 clusters Score -124008.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -124039.593750 Penalty: 2377.878174
	Iteration 12Q: 3 clusters Score -124039.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -124076.296875 Penalty: 2377.878174
	Iteration 13Q: 3 clusters Score -124076.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -124120.359375 Penalty: 2377.878174
	Iteration 14Q: 3 clusters Score -124120.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -124156.750000 Penalty: 2377.878174
	Iteration 15Q: 3 clusters Score -124156.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -124199.906250 Penalty: 2377.878174
	Iteration 16Q: 3 clusters Score -124199.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -124249.070312 Penalty: 2377.878174
	Iteration 17Q: 3 clusters Score -124249.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -124288.570312 Penalty: 2377.878174
	Iteration 18Q: 3 clusters Score -124288.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124310.734375 Penalty: 2377.878174
	Iteration 19Q: 3 clusters Score -124310.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -124318.898438 Penalty: 2377.878174
	Iteration 20F: 3 clusters Score -124318.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -124329.203125 Penalty: 2377.878174
	Iteration 21Q: 3 clusters Score -124329.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -124332.656250 Penalty: 2377.878174
	Iteration 22Q: 3 clusters Score -124332.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -124334.062500 Penalty: 2377.878174
	Iteration 23Q: 3 clusters Score -124334.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -124335.007812 Penalty: 2377.878174
	Iteration 24Q: 3 clusters Score -124335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124335.312500 Penalty: 2377.878174
	Iteration 25Q: 3 clusters Score -124335.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -124335.312500 Penalty: 2377.878174
	Iteration 26F: 3 clusters Score -124335.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Entering Unmasked Estep 
Score: -487195.968750 Penalty: 1402.459839
	Iteration 0F: 2 clusters Score -487196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -482833.093750 Penalty: 2804.919678
	Iteration 0F: 3 clusters Score -482833.1 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -484072.093750 Penalty: 2804.919678
	Iteration 1F: 3 clusters Score -484072.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -484289.187500 Penalty: 2804.919678
	Iteration 2F: 3 clusters Score -484289.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -484440.437500 Penalty: 2804.919678
	Iteration 3F: 3 clusters Score -484440.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -484569.250000 Penalty: 2804.919678
	Iteration 4Q: 3 clusters Score -484569.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -484698.687500 Penalty: 2804.919678
	Iteration 5Q: 3 clusters Score -484698.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -484826.625000 Penalty: 2804.919678
	Iteration 6Q: 3 clusters Score -484826.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -484954.718750 Penalty: 2804.919678
	Iteration 7Q: 3 clusters Score -484954.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -485080.031250 Penalty: 2804.919678
	Iteration 8Q: 3 clusters Score -485080 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -485217.125000 Penalty: 2804.919678
	Iteration 9Q: 3 clusters Score -485217.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -485330.906250 Penalty: 2804.919678
	Iteration 10Q: 3 clusters Score -485330.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -485423.906250 Penalty: 2804.919678
	Iteration 11Q: 3 clusters Score -485423.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -485502.968750 Penalty: 2804.919678
	Iteration 12Q: 3 clusters Score -485503 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -485556.500000 Penalty: 2804.919678
	Iteration 13Q: 3 clusters Score -485556.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -485594.875000 Penalty: 2804.919678
	Iteration 14Q: 3 clusters Score -485594.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -485626.625000 Penalty: 2804.919678
	Iteration 15Q: 3 clusters Score -485626.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -485646.812500 Penalty: 2804.919678
	Iteration 16Q: 3 clusters Score -485646.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -485661.343750 Penalty: 2804.919678
	Iteration 17Q: 3 clusters Score -485661.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -485675.937500 Penalty: 2804.919678
	Iteration 18Q: 3 clusters Score -485675.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -485686.687500 Penalty: 2804.919678
	Iteration 19Q: 3 clusters Score -485686.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -485700.500000 Penalty: 2804.919678
	Iteration 20F: 3 clusters Score -485700.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -485714.468750 Penalty: 2804.919678
	Iteration 21Q: 3 clusters Score -485714.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -485725.281250 Penalty: 2804.919678
	Iteration 22Q: 3 clusters Score -485725.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -485735.500000 Penalty: 2804.919678
	Iteration 23Q: 3 clusters Score -485735.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -485745.281250 Penalty: 2804.919678
	Iteration 24Q: 3 clusters Score -485745.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -485756.375000 Penalty: 2804.919678
	Iteration 25Q: 3 clusters Score -485756.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -485764.468750 Penalty: 2804.919678
	Iteration 26Q: 3 clusters Score -485764.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -485776.031250 Penalty: 2804.919678
	Iteration 27Q: 3 clusters Score -485776 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -485788.906250 Penalty: 2804.919678
	Iteration 28Q: 3 clusters Score -485788.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -485801.093750 Penalty: 2804.919678
	Iteration 29Q: 3 clusters Score -485801.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -485814.750000 Penalty: 2804.919678
	Iteration 30Q: 3 clusters Score -485814.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -485829.906250 Penalty: 2804.919678
	Iteration 31Q: 3 clusters Score -485829.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -485839.000000 Penalty: 2804.919678
	Iteration 32Q: 3 clusters Score -485839 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -485849.781250 Penalty: 2804.919678
	Iteration 33Q: 3 clusters Score -485849.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -485861.937500 Penalty: 2804.919678
	Iteration 34Q: 3 clusters Score -485861.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -485867.500000 Penalty: 2804.919678
	Iteration 35Q: 3 clusters Score -485867.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -485875.375000 Penalty: 2804.919678
	Iteration 36Q: 3 clusters Score -485875.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -485883.875000 Penalty: 2804.919678
	Iteration 37Q: 3 clusters Score -485883.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -485891.406250 Penalty: 2804.919678
	Iteration 38Q: 3 clusters Score -485891.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -485898.937500 Penalty: 2804.919678
	Iteration 39Q: 3 clusters Score -485898.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -485907.312500 Penalty: 2804.919678
	Iteration 40F: 3 clusters Score -485907.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -485916.843750 Penalty: 2804.919678
	Iteration 41Q: 3 clusters Score -485916.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -485924.656250 Penalty: 2804.919678
	Iteration 42Q: 3 clusters Score -485924.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -485932.468750 Penalty: 2804.919678
	Iteration 43Q: 3 clusters Score -485932.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -485940.250000 Penalty: 2804.919678
	Iteration 44Q: 3 clusters Score -485940.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -485945.625000 Penalty: 2804.919678
	Iteration 45Q: 3 clusters Score -485945.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -485949.312500 Penalty: 2804.919678
	Iteration 46Q: 3 clusters Score -485949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -485956.218750 Penalty: 2804.919678
	Iteration 47Q: 3 clusters Score -485956.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -485961.218750 Penalty: 2804.919678
	Iteration 48Q: 3 clusters Score -485961.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -485964.875000 Penalty: 2804.919678
	Iteration 49Q: 3 clusters Score -485964.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -485970.656250 Penalty: 2804.919678
	Iteration 50Q: 3 clusters Score -485970.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -485974.187500 Penalty: 2804.919678
	Iteration 51Q: 3 clusters Score -485974.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -485976.562500 Penalty: 2804.919678
	Iteration 52Q: 3 clusters Score -485976.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -485978.218750 Penalty: 2804.919678
	Iteration 53Q: 3 clusters Score -485978.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -485979.750000 Penalty: 2804.919678
	Iteration 54Q: 3 clusters Score -485979.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -485981.156250 Penalty: 2804.919678
	Iteration 55Q: 3 clusters Score -485981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -485982.281250 Penalty: 2804.919678
	Iteration 56Q: 3 clusters Score -485982.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -485984.125000 Penalty: 2804.919678
	Iteration 57Q: 3 clusters Score -485984.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -485984.875000 Penalty: 2804.919678
	Iteration 58Q: 3 clusters Score -485984.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -485987.281250 Penalty: 2804.919678
	Iteration 59Q: 3 clusters Score -485987.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -485988.250000 Penalty: 2804.919678
	Iteration 60F: 3 clusters Score -485988.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -485988.718750 Penalty: 2804.919678
	Iteration 61Q: 3 clusters Score -485988.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -485989.312500 Penalty: 2804.919678
	Iteration 62Q: 3 clusters Score -485989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -485990.000000 Penalty: 2804.919678
	Iteration 63Q: 3 clusters Score -485990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -485991.656250 Penalty: 2804.919678
	Iteration 64Q: 3 clusters Score -485991.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -485992.250000 Penalty: 2804.919678
	Iteration 65Q: 3 clusters Score -485992.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -485992.031250 Penalty: 2804.919678
	Iteration 66Q: 3 clusters Score -485992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -485992.875000 Penalty: 2804.919678
	Iteration 67Q: 3 clusters Score -485992.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -485993.781250 Penalty: 2804.919678
	Iteration 68Q: 3 clusters Score -485993.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -485994.343750 Penalty: 2804.919678
	Iteration 69Q: 3 clusters Score -485994.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -485995.562500 Penalty: 2804.919678
	Iteration 70Q: 3 clusters Score -485995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -485995.375000 Penalty: 2804.919678
	Iteration 71Q: 3 clusters Score -485995.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -485994.968750 Penalty: 2804.919678
	Iteration 72Q: 3 clusters Score -485995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -485995.562500 Penalty: 2804.919678
	Iteration 73Q: 3 clusters Score -485995.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -485996.562500 Penalty: 2804.919678
	Iteration 74Q: 3 clusters Score -485996.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -485996.625000 Penalty: 2804.919678
	Iteration 75Q: 3 clusters Score -485996.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -485999.000000 Penalty: 2804.919678
	Iteration 76Q: 3 clusters Score -485999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -485999.843750 Penalty: 2804.919678
	Iteration 77Q: 3 clusters Score -485999.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -486000.125000 Penalty: 2804.919678
	Iteration 78Q: 3 clusters Score -486000.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -486000.531250 Penalty: 2804.919678
	Iteration 79Q: 3 clusters Score -486000.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -486000.531250 Penalty: 2804.919678
	Iteration 80F: 3 clusters Score -486000.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (3095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Entering Unmasked Estep 
Score: -272922.250000 Penalty: 1306.100830
	Iteration 0F: 2 clusters Score -272922.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -270143.000000 Penalty: 2612.201660
	Iteration 0F: 3 clusters Score -270143 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -270776.062500 Penalty: 2612.201660
	Iteration 1F: 3 clusters Score -270776.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -270889.625000 Penalty: 2612.201660
	Iteration 2F: 3 clusters Score -270889.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -270969.875000 Penalty: 2612.201660
	Iteration 3Q: 3 clusters Score -270969.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -271025.937500 Penalty: 2612.201660
	Iteration 4Q: 3 clusters Score -271025.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -271080.343750 Penalty: 2612.201660
	Iteration 5Q: 3 clusters Score -271080.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -271146.906250 Penalty: 2612.201660
	Iteration 6Q: 3 clusters Score -271146.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -271225.656250 Penalty: 2612.201660
	Iteration 7Q: 3 clusters Score -271225.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -271310.187500 Penalty: 2612.201660
	Iteration 8Q: 3 clusters Score -271310.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -271400.781250 Penalty: 2612.201660
	Iteration 9Q: 3 clusters Score -271400.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -271505.406250 Penalty: 2612.201660
	Iteration 10Q: 3 clusters Score -271505.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -271604.750000 Penalty: 2612.201660
	Iteration 11Q: 3 clusters Score -271604.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -271695.843750 Penalty: 2612.201660
	Iteration 12Q: 3 clusters Score -271695.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -271753.468750 Penalty: 2612.201660
	Iteration 13Q: 3 clusters Score -271753.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -271800.500000 Penalty: 2612.201660
	Iteration 14Q: 3 clusters Score -271800.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -271835.687500 Penalty: 2612.201660
	Iteration 15Q: 3 clusters Score -271835.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -271862.156250 Penalty: 2612.201660
	Iteration 16Q: 3 clusters Score -271862.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -271877.406250 Penalty: 2612.201660
	Iteration 17Q: 3 clusters Score -271877.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -271886.687500 Penalty: 2612.201660
	Iteration 18Q: 3 clusters Score -271886.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -271896.937500 Penalty: 2612.201660
	Iteration 19Q: 3 clusters Score -271896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -271902.562500 Penalty: 2612.201660
	Iteration 20F: 3 clusters Score -271902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -271904.531250 Penalty: 2612.201660
	Iteration 21Q: 3 clusters Score -271904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -271904.968750 Penalty: 2612.201660
	Iteration 22Q: 3 clusters Score -271905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -271904.968750 Penalty: 2612.201660
	Iteration 23F: 3 clusters Score -271905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (107591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107591 members 
Entering Unmasked Estep 
Score: -9382395.000000 Penalty: 1882.739990
	Iteration 0F: 2 clusters Score -9382395 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -9310580.000000 Penalty: 3765.479980
	Iteration 0F: 3 clusters Score -9310580 nChanged 51555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -9340496.000000 Penalty: 3765.479980
	Iteration 1F: 3 clusters Score -9340496 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -9341447.000000 Penalty: 3765.479980
	Iteration 2Q: 3 clusters Score -9341447 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -9342507.000000 Penalty: 3765.479980
	Iteration 3Q: 3 clusters Score -9342507 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49768 members 
Mstep: Class 2 contains 57823 members 
Entering Unmasked Estep 
Score: -9343917.000000 Penalty: 3765.479980
	Iteration 4Q: 3 clusters Score -9343917 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 60479 members 
Entering Unmasked Estep 
Score: -9345769.000000 Penalty: 3765.479980
	Iteration 5Q: 3 clusters Score -9345769 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 64164 members 
Entering Unmasked Estep 
Score: -9348373.000000 Penalty: 3765.479980
	Iteration 6F: 3 clusters Score -9348373 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38955 members 
Mstep: Class 2 contains 68636 members 
Entering Unmasked Estep 
Score: -9351512.000000 Penalty: 3765.479980
	Iteration 7F: 3 clusters Score -9351512 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33683 members 
Mstep: Class 2 contains 73908 members 
Entering Unmasked Estep 
Score: -9355205.000000 Penalty: 3765.479980
	Iteration 8F: 3 clusters Score -9355205 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27908 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -9359529.000000 Penalty: 3765.479980
	Iteration 9F: 3 clusters Score -9359529 nChanged 5947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22199 members 
Mstep: Class 2 contains 85392 members 
Entering Unmasked Estep 
Score: -9364252.000000 Penalty: 3765.479980
	Iteration 10F: 3 clusters Score -9364252 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 90537 members 
Entering Unmasked Estep 
Score: -9368588.000000 Penalty: 3765.479980
	Iteration 11Q: 3 clusters Score -9368588 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 94705 members 
Entering Unmasked Estep 
Score: -9372102.000000 Penalty: 3765.479980
	Iteration 12Q: 3 clusters Score -9372102 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -9374442.000000 Penalty: 3765.479980
	Iteration 13Q: 3 clusters Score -9374442 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 100107 members 
Entering Unmasked Estep 
Score: -9376104.000000 Penalty: 3765.479980
	Iteration 14Q: 3 clusters Score -9376104 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 101900 members 
Entering Unmasked Estep 
Score: -9377438.000000 Penalty: 3765.479980
	Iteration 15Q: 3 clusters Score -9377438 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 103296 members 
Entering Unmasked Estep 
Score: -9378416.000000 Penalty: 3765.479980
	Iteration 16Q: 3 clusters Score -9378416 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 104368 members 
Entering Unmasked Estep 
Score: -9379142.000000 Penalty: 3765.479980
	Iteration 17Q: 3 clusters Score -9379142 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 105147 members 
Entering Unmasked Estep 
Score: -9379658.000000 Penalty: 3765.479980
	Iteration 18Q: 3 clusters Score -9379658 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 105706 members 
Entering Unmasked Estep 
Score: -9379970.000000 Penalty: 3765.479980
	Iteration 19Q: 3 clusters Score -9379970 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 106088 members 
Entering Unmasked Estep 
Score: -9380226.000000 Penalty: 3765.479980
	Iteration 20F: 3 clusters Score -9380226 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 106372 members 
Entering Unmasked Estep 
Score: -9380446.000000 Penalty: 3765.479980
	Iteration 21Q: 3 clusters Score -9380446 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 106573 members 
Entering Unmasked Estep 
Score: -9380574.000000 Penalty: 3765.479980
	Iteration 22Q: 3 clusters Score -9380574 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 106723 members 
Entering Unmasked Estep 
Score: -9380670.000000 Penalty: 3765.479980
	Iteration 23Q: 3 clusters Score -9380670 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 106828 members 
Entering Unmasked Estep 
Score: -9380738.000000 Penalty: 3765.479980
	Iteration 24Q: 3 clusters Score -9380738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 106905 members 
Entering Unmasked Estep 
Score: -9380799.000000 Penalty: 3765.479980
	Iteration 25Q: 3 clusters Score -9380799 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 106946 members 
Entering Unmasked Estep 
Score: -9380834.000000 Penalty: 3765.479980
	Iteration 26Q: 3 clusters Score -9380834 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 106970 members 
Entering Unmasked Estep 
Score: -9380851.000000 Penalty: 3765.479980
	Iteration 27Q: 3 clusters Score -9380851 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 106990 members 
Entering Unmasked Estep 
Score: -9380878.000000 Penalty: 3765.479980
	Iteration 28Q: 3 clusters Score -9380878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 107000 members 
Entering Unmasked Estep 
Score: -9380888.000000 Penalty: 3765.479980
	Iteration 29Q: 3 clusters Score -9380888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 107011 members 
Entering Unmasked Estep 
Score: -9380880.000000 Penalty: 3765.479980
	Iteration 30Q: 3 clusters Score -9380880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 107017 members 
Entering Unmasked Estep 
Score: -9380876.000000 Penalty: 3765.479980
	Iteration 31Q: 3 clusters Score -9380876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 107027 members 
Entering Unmasked Estep 
Score: -9380883.000000 Penalty: 3765.479980
	Iteration 32Q: 3 clusters Score -9380883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 107034 members 
Entering Unmasked Estep 
Score: -9380897.000000 Penalty: 3765.479980
	Iteration 33Q: 3 clusters Score -9380897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 107038 members 
Entering Unmasked Estep 
Score: -9380909.000000 Penalty: 3765.479980
	Iteration 34Q: 3 clusters Score -9380909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 107039 members 
Entering Unmasked Estep 
Score: -9380905.000000 Penalty: 3765.479980
	Iteration 35Q: 3 clusters Score -9380905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 107040 members 
Entering Unmasked Estep 
Score: -9380902.000000 Penalty: 3765.479980
	Iteration 36Q: 3 clusters Score -9380902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 107041 members 
Entering Unmasked Estep 
Score: -9380907.000000 Penalty: 3765.479980
	Iteration 37Q: 3 clusters Score -9380907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 107043 members 
Entering Unmasked Estep 
Score: -9380903.000000 Penalty: 3765.479980
	Iteration 38Q: 3 clusters Score -9380903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 107044 members 
Entering Unmasked Estep 
Score: -9380899.000000 Penalty: 3765.479980
	Iteration 39Q: 3 clusters Score -9380899 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 107048 members 
Entering Unmasked Estep 
Score: -9380911.000000 Penalty: 3765.479980
	Iteration 40F: 3 clusters Score -9380911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 107053 members 
Entering Unmasked Estep 
Score: -9380910.000000 Penalty: 3765.479980
	Iteration 41Q: 3 clusters Score -9380910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 107055 members 
Entering Unmasked Estep 
Score: -9380914.000000 Penalty: 3765.479980
	Iteration 42Q: 3 clusters Score -9380914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 107056 members 
Entering Unmasked Estep 
Score: -9380924.000000 Penalty: 3765.479980
	Iteration 43Q: 3 clusters Score -9380924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -9380918.000000 Penalty: 3765.479980
	Iteration 44Q: 3 clusters Score -9380918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 107066 members 
Entering Unmasked Estep 
Score: -9380913.000000 Penalty: 3765.479980
	Iteration 45Q: 3 clusters Score -9380913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 107069 members 
Entering Unmasked Estep 
Score: -9380920.000000 Penalty: 3765.479980
	Iteration 46Q: 3 clusters Score -9380920 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 107068 members 
Entering Unmasked Estep 
Score: -9380921.000000 Penalty: 3765.479980
	Iteration 47Q: 3 clusters Score -9380921 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -9380917.000000 Penalty: 3765.479980
	Iteration 48Q: 3 clusters Score -9380917 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 107067 members 
Entering Unmasked Estep 
Score: -9380917.000000 Penalty: 3765.479980
	Iteration 49F: 3 clusters Score -9380917 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Entering Unmasked Estep 
Score: -802412.625000 Penalty: 1483.130859
	Iteration 0F: 2 clusters Score -802412.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -795746.875000 Penalty: 2966.261719
	Iteration 0F: 3 clusters Score -795746.9 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -797831.062500 Penalty: 2966.261719
	Iteration 1F: 3 clusters Score -797831.1 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -798112.812500 Penalty: 2966.261719
	Iteration 2F: 3 clusters Score -798112.8 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -798352.562500 Penalty: 2966.261719
	Iteration 3F: 3 clusters Score -798352.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -798582.625000 Penalty: 2966.261719
	Iteration 4Q: 3 clusters Score -798582.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -798829.125000 Penalty: 2966.261719
	Iteration 5Q: 3 clusters Score -798829.1 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -799135.437500 Penalty: 2966.261719
	Iteration 6Q: 3 clusters Score -799135.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -799483.125000 Penalty: 2966.261719
	Iteration 7F: 3 clusters Score -799483.1 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -799801.562500 Penalty: 2966.261719
	Iteration 8F: 3 clusters Score -799801.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -800104.500000 Penalty: 2966.261719
	Iteration 9F: 3 clusters Score -800104.5 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -800356.500000 Penalty: 2966.261719
	Iteration 10Q: 3 clusters Score -800356.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -800566.937500 Penalty: 2966.261719
	Iteration 11Q: 3 clusters Score -800566.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -800729.562500 Penalty: 2966.261719
	Iteration 12Q: 3 clusters Score -800729.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -800850.125000 Penalty: 2966.261719
	Iteration 13Q: 3 clusters Score -800850.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -800964.812500 Penalty: 2966.261719
	Iteration 14Q: 3 clusters Score -800964.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -801067.687500 Penalty: 2966.261719
	Iteration 15Q: 3 clusters Score -801067.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -801168.812500 Penalty: 2966.261719
	Iteration 16Q: 3 clusters Score -801168.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -801273.812500 Penalty: 2966.261719
	Iteration 17Q: 3 clusters Score -801273.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -801367.812500 Penalty: 2966.261719
	Iteration 18Q: 3 clusters Score -801367.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -801443.750000 Penalty: 2966.261719
	Iteration 19Q: 3 clusters Score -801443.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -801502.125000 Penalty: 2966.261719
	Iteration 20F: 3 clusters Score -801502.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -801546.375000 Penalty: 2966.261719
	Iteration 21Q: 3 clusters Score -801546.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -801577.125000 Penalty: 2966.261719
	Iteration 22Q: 3 clusters Score -801577.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -801599.750000 Penalty: 2966.261719
	Iteration 23Q: 3 clusters Score -801599.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -801623.625000 Penalty: 2966.261719
	Iteration 24Q: 3 clusters Score -801623.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -801631.625000 Penalty: 2966.261719
	Iteration 25Q: 3 clusters Score -801631.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -801637.062500 Penalty: 2966.261719
	Iteration 26Q: 3 clusters Score -801637.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -801640.562500 Penalty: 2966.261719
	Iteration 27Q: 3 clusters Score -801640.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -801644.687500 Penalty: 2966.261719
	Iteration 28Q: 3 clusters Score -801644.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -801649.437500 Penalty: 2966.261719
	Iteration 29Q: 3 clusters Score -801649.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -801650.625000 Penalty: 2966.261719
	Iteration 30Q: 3 clusters Score -801650.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -801654.750000 Penalty: 2966.261719
	Iteration 31Q: 3 clusters Score -801654.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -801661.812500 Penalty: 2966.261719
	Iteration 32Q: 3 clusters Score -801661.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -801670.375000 Penalty: 2966.261719
	Iteration 33Q: 3 clusters Score -801670.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -801678.312500 Penalty: 2966.261719
	Iteration 34Q: 3 clusters Score -801678.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -801683.687500 Penalty: 2966.261719
	Iteration 35Q: 3 clusters Score -801683.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -801687.187500 Penalty: 2966.261719
	Iteration 36Q: 3 clusters Score -801687.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -801688.875000 Penalty: 2966.261719
	Iteration 37Q: 3 clusters Score -801688.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -801689.375000 Penalty: 2966.261719
	Iteration 38Q: 3 clusters Score -801689.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -801690.000000 Penalty: 2966.261719
	Iteration 39Q: 3 clusters Score -801690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -801691.375000 Penalty: 2966.261719
	Iteration 40F: 3 clusters Score -801691.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -801691.437500 Penalty: 2966.261719
	Iteration 41Q: 3 clusters Score -801691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -801691.437500 Penalty: 2966.261719
	Iteration 42F: 3 clusters Score -801691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (4444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Entering Unmasked Estep 
Score: -339389.156250 Penalty: 1364.887939
	Iteration 0F: 2 clusters Score -339389.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -335822.687500 Penalty: 2729.775879
	Iteration 0F: 3 clusters Score -335822.7 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -336904.406250 Penalty: 2729.775879
	Iteration 1F: 3 clusters Score -336904.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -337157.875000 Penalty: 2729.775879
	Iteration 2F: 3 clusters Score -337157.9 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -337350.500000 Penalty: 2729.775879
	Iteration 3F: 3 clusters Score -337350.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -337500.937500 Penalty: 2729.775879
	Iteration 4Q: 3 clusters Score -337500.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -337629.968750 Penalty: 2729.775879
	Iteration 5Q: 3 clusters Score -337630 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -337764.500000 Penalty: 2729.775879
	Iteration 6Q: 3 clusters Score -337764.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -337876.468750 Penalty: 2729.775879
	Iteration 7Q: 3 clusters Score -337876.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -337973.156250 Penalty: 2729.775879
	Iteration 8Q: 3 clusters Score -337973.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -338066.562500 Penalty: 2729.775879
	Iteration 9Q: 3 clusters Score -338066.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -338137.562500 Penalty: 2729.775879
	Iteration 10Q: 3 clusters Score -338137.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -338189.406250 Penalty: 2729.775879
	Iteration 11Q: 3 clusters Score -338189.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -338234.187500 Penalty: 2729.775879
	Iteration 12Q: 3 clusters Score -338234.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -338269.531250 Penalty: 2729.775879
	Iteration 13Q: 3 clusters Score -338269.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -338314.437500 Penalty: 2729.775879
	Iteration 14Q: 3 clusters Score -338314.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -338375.687500 Penalty: 2729.775879
	Iteration 15Q: 3 clusters Score -338375.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -338423.843750 Penalty: 2729.775879
	Iteration 16Q: 3 clusters Score -338423.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -338487.125000 Penalty: 2729.775879
	Iteration 17Q: 3 clusters Score -338487.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -338553.375000 Penalty: 2729.775879
	Iteration 18Q: 3 clusters Score -338553.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -338620.906250 Penalty: 2729.775879
	Iteration 19Q: 3 clusters Score -338620.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -338652.375000 Penalty: 2729.775879
	Iteration 20F: 3 clusters Score -338652.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -338672.062500 Penalty: 2729.775879
	Iteration 21Q: 3 clusters Score -338672.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -338687.406250 Penalty: 2729.775879
	Iteration 22Q: 3 clusters Score -338687.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -338700.593750 Penalty: 2729.775879
	Iteration 23Q: 3 clusters Score -338700.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -338706.343750 Penalty: 2729.775879
	Iteration 24Q: 3 clusters Score -338706.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -338712.656250 Penalty: 2729.775879
	Iteration 25Q: 3 clusters Score -338712.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -338718.093750 Penalty: 2729.775879
	Iteration 26Q: 3 clusters Score -338718.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -338722.687500 Penalty: 2729.775879
	Iteration 27Q: 3 clusters Score -338722.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -338724.968750 Penalty: 2729.775879
	Iteration 28Q: 3 clusters Score -338725 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -338728.906250 Penalty: 2729.775879
	Iteration 29Q: 3 clusters Score -338728.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -338730.812500 Penalty: 2729.775879
	Iteration 30Q: 3 clusters Score -338730.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -338732.968750 Penalty: 2729.775879
	Iteration 31Q: 3 clusters Score -338733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -338733.343750 Penalty: 2729.775879
	Iteration 32Q: 3 clusters Score -338733.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -338734.343750 Penalty: 2729.775879
	Iteration 33Q: 3 clusters Score -338734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -338734.531250 Penalty: 2729.775879
	Iteration 34Q: 3 clusters Score -338734.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -338735.093750 Penalty: 2729.775879
	Iteration 35Q: 3 clusters Score -338735.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -338735.812500 Penalty: 2729.775879
	Iteration 36Q: 3 clusters Score -338735.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -338737.062500 Penalty: 2729.775879
	Iteration 37Q: 3 clusters Score -338737.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -338736.906250 Penalty: 2729.775879
	Iteration 38Q: 3 clusters Score -338736.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -338736.687500 Penalty: 2729.775879
	Iteration 39Q: 3 clusters Score -338736.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -338737.968750 Penalty: 2729.775879
	Iteration 40F: 3 clusters Score -338738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -338739.000000 Penalty: 2729.775879
	Iteration 41Q: 3 clusters Score -338739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -338738.593750 Penalty: 2729.775879
	Iteration 42Q: 3 clusters Score -338738.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -338740.218750 Penalty: 2729.775879
	Iteration 43Q: 3 clusters Score -338740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -338741.531250 Penalty: 2729.775879
	Iteration 44Q: 3 clusters Score -338741.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -338741.750000 Penalty: 2729.775879
	Iteration 45Q: 3 clusters Score -338741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -338742.718750 Penalty: 2729.775879
	Iteration 46Q: 3 clusters Score -338742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -338742.750000 Penalty: 2729.775879
	Iteration 47Q: 3 clusters Score -338742.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -338742.750000 Penalty: 2729.775879
	Iteration 48F: 3 clusters Score -338742.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (32665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Entering Unmasked Estep 
Score: -2903945.750000 Penalty: 1689.034668
	Iteration 0F: 2 clusters Score -2903946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 16212 members 
Entering Unmasked Estep 
Score: -2881903.750000 Penalty: 3378.069336
	Iteration 0F: 3 clusters Score -2881904 nChanged 15123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2890404.500000 Penalty: 3378.069336
	Iteration 1F: 3 clusters Score -2890404 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -2890845.750000 Penalty: 3378.069336
	Iteration 2Q: 3 clusters Score -2890846 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -2891411.750000 Penalty: 3378.069336
	Iteration 3Q: 3 clusters Score -2891412 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -2892116.000000 Penalty: 3378.069336
	Iteration 4Q: 3 clusters Score -2892116 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21367 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2893134.750000 Penalty: 3378.069336
	Iteration 5F: 3 clusters Score -2893135 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2894514.750000 Penalty: 3378.069336
	Iteration 6F: 3 clusters Score -2894515 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2896222.250000 Penalty: 3378.069336
	Iteration 7F: 3 clusters Score -2896222 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2898089.250000 Penalty: 3378.069336
	Iteration 8F: 3 clusters Score -2898089 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2899787.750000 Penalty: 3378.069336
	Iteration 9F: 3 clusters Score -2899788 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2900952.500000 Penalty: 3378.069336
	Iteration 10Q: 3 clusters Score -2900952 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2901666.250000 Penalty: 3378.069336
	Iteration 11Q: 3 clusters Score -2901666 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -2902039.000000 Penalty: 3378.069336
	Iteration 12Q: 3 clusters Score -2902039 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2902194.750000 Penalty: 3378.069336
	Iteration 13Q: 3 clusters Score -2902195 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2902274.000000 Penalty: 3378.069336
	Iteration 14Q: 3 clusters Score -2902274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32291 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2902339.000000 Penalty: 3378.069336
	Iteration 15Q: 3 clusters Score -2902339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2902383.250000 Penalty: 3378.069336
	Iteration 16Q: 3 clusters Score -2902383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32350 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2902410.250000 Penalty: 3378.069336
	Iteration 17Q: 3 clusters Score -2902410 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2902432.000000 Penalty: 3378.069336
	Iteration 18Q: 3 clusters Score -2902432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2902437.500000 Penalty: 3378.069336
	Iteration 19Q: 3 clusters Score -2902438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2902445.250000 Penalty: 3378.069336
	Iteration 20F: 3 clusters Score -2902445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2902449.250000 Penalty: 3378.069336
	Iteration 21Q: 3 clusters Score -2902449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -2902456.000000 Penalty: 3378.069336
	Iteration 22Q: 3 clusters Score -2902456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -2902465.000000 Penalty: 3378.069336
	Iteration 23Q: 3 clusters Score -2902465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -2902469.500000 Penalty: 3378.069336
	Iteration 24Q: 3 clusters Score -2902470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2902473.250000 Penalty: 3378.069336
	Iteration 25Q: 3 clusters Score -2902473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32412 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2902479.500000 Penalty: 3378.069336
	Iteration 26Q: 3 clusters Score -2902480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2902480.250000 Penalty: 3378.069336
	Iteration 27Q: 3 clusters Score -2902480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2902482.500000 Penalty: 3378.069336
	Iteration 28Q: 3 clusters Score -2902482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2902482.500000 Penalty: 3378.069336
	Iteration 29Q: 3 clusters Score -2902482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2902482.500000 Penalty: 3378.069336
	Iteration 30F: 3 clusters Score -2902482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Entering Unmasked Estep 
Score: -221875.890625 Penalty: 1274.625366
	Iteration 0F: 2 clusters Score -221875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -219417.093750 Penalty: 2549.250732
	Iteration 0F: 3 clusters Score -219417.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -219983.953125 Penalty: 2549.250732
	Iteration 1F: 3 clusters Score -219984 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -220158.046875 Penalty: 2549.250732
	Iteration 2F: 3 clusters Score -220158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -220289.968750 Penalty: 2549.250732
	Iteration 3F: 3 clusters Score -220290 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -220398.953125 Penalty: 2549.250732
	Iteration 4F: 3 clusters Score -220399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -220499.531250 Penalty: 2549.250732
	Iteration 5Q: 3 clusters Score -220499.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -220593.890625 Penalty: 2549.250732
	Iteration 6Q: 3 clusters Score -220593.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -220667.312500 Penalty: 2549.250732
	Iteration 7Q: 3 clusters Score -220667.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -220738.468750 Penalty: 2549.250732
	Iteration 8Q: 3 clusters Score -220738.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -220790.359375 Penalty: 2549.250732
	Iteration 9Q: 3 clusters Score -220790.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -220827.093750 Penalty: 2549.250732
	Iteration 10Q: 3 clusters Score -220827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -220858.828125 Penalty: 2549.250732
	Iteration 11Q: 3 clusters Score -220858.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -220879.796875 Penalty: 2549.250732
	Iteration 12Q: 3 clusters Score -220879.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -220895.062500 Penalty: 2549.250732
	Iteration 13Q: 3 clusters Score -220895.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -220905.500000 Penalty: 2549.250732
	Iteration 14Q: 3 clusters Score -220905.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -220914.687500 Penalty: 2549.250732
	Iteration 15Q: 3 clusters Score -220914.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -220917.484375 Penalty: 2549.250732
	Iteration 16Q: 3 clusters Score -220917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -220918.500000 Penalty: 2549.250732
	Iteration 17Q: 3 clusters Score -220918.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -220918.937500 Penalty: 2549.250732
	Iteration 18Q: 3 clusters Score -220918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -220919.546875 Penalty: 2549.250732
	Iteration 19Q: 3 clusters Score -220919.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -220920.671875 Penalty: 2549.250732
	Iteration 20F: 3 clusters Score -220920.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -220921.250000 Penalty: 2549.250732
	Iteration 21Q: 3 clusters Score -220921.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -220921.734375 Penalty: 2549.250732
	Iteration 22Q: 3 clusters Score -220921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -220922.875000 Penalty: 2549.250732
	Iteration 23Q: 3 clusters Score -220922.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -220924.640625 Penalty: 2549.250732
	Iteration 24Q: 3 clusters Score -220924.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -220925.250000 Penalty: 2549.250732
	Iteration 25Q: 3 clusters Score -220925.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -220925.734375 Penalty: 2549.250732
	Iteration 26Q: 3 clusters Score -220925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -220927.515625 Penalty: 2549.250732
	Iteration 27Q: 3 clusters Score -220927.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -220929.156250 Penalty: 2549.250732
	Iteration 28Q: 3 clusters Score -220929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -220931.093750 Penalty: 2549.250732
	Iteration 29Q: 3 clusters Score -220931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -220932.015625 Penalty: 2549.250732
	Iteration 30Q: 3 clusters Score -220932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -220933.281250 Penalty: 2549.250732
	Iteration 31Q: 3 clusters Score -220933.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -220933.281250 Penalty: 2549.250732
	Iteration 32F: 3 clusters Score -220933.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (7906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Entering Unmasked Estep 
Score: -694975.375000 Penalty: 1458.498779
	Iteration 0F: 2 clusters Score -694975.4 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 4011 members 
Entering Unmasked Estep 
Score: -689173.937500 Penalty: 2916.997559
	Iteration 0F: 3 clusters Score -689173.9 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -690838.000000 Penalty: 2916.997559
	Iteration 1F: 3 clusters Score -690838 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -691041.687500 Penalty: 2916.997559
	Iteration 2F: 3 clusters Score -691041.7 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -691186.625000 Penalty: 2916.997559
	Iteration 3Q: 3 clusters Score -691186.6 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -691309.500000 Penalty: 2916.997559
	Iteration 4Q: 3 clusters Score -691309.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -691394.812500 Penalty: 2916.997559
	Iteration 5Q: 3 clusters Score -691394.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -691483.875000 Penalty: 2916.997559
	Iteration 6Q: 3 clusters Score -691483.9 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -691567.687500 Penalty: 2916.997559
	Iteration 7Q: 3 clusters Score -691567.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -691652.875000 Penalty: 2916.997559
	Iteration 8Q: 3 clusters Score -691652.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -691720.437500 Penalty: 2916.997559
	Iteration 9Q: 3 clusters Score -691720.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -691779.062500 Penalty: 2916.997559
	Iteration 10Q: 3 clusters Score -691779.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -691828.187500 Penalty: 2916.997559
	Iteration 11Q: 3 clusters Score -691828.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -691862.812500 Penalty: 2916.997559
	Iteration 12Q: 3 clusters Score -691862.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -691896.875000 Penalty: 2916.997559
	Iteration 13Q: 3 clusters Score -691896.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -691921.187500 Penalty: 2916.997559
	Iteration 14Q: 3 clusters Score -691921.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -691947.625000 Penalty: 2916.997559
	Iteration 15Q: 3 clusters Score -691947.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -691974.812500 Penalty: 2916.997559
	Iteration 16Q: 3 clusters Score -691974.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -692009.937500 Penalty: 2916.997559
	Iteration 17Q: 3 clusters Score -692009.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -692039.500000 Penalty: 2916.997559
	Iteration 18Q: 3 clusters Score -692039.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -692073.937500 Penalty: 2916.997559
	Iteration 19Q: 3 clusters Score -692073.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -692101.750000 Penalty: 2916.997559
	Iteration 20F: 3 clusters Score -692101.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -692135.000000 Penalty: 2916.997559
	Iteration 21Q: 3 clusters Score -692135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -692171.937500 Penalty: 2916.997559
	Iteration 22Q: 3 clusters Score -692171.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -692215.875000 Penalty: 2916.997559
	Iteration 23Q: 3 clusters Score -692215.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -692261.750000 Penalty: 2916.997559
	Iteration 24Q: 3 clusters Score -692261.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -692312.937500 Penalty: 2916.997559
	Iteration 25Q: 3 clusters Score -692312.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -692364.687500 Penalty: 2916.997559
	Iteration 26Q: 3 clusters Score -692364.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -692425.437500 Penalty: 2916.997559
	Iteration 27Q: 3 clusters Score -692425.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -692509.687500 Penalty: 2916.997559
	Iteration 28Q: 3 clusters Score -692509.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -692606.625000 Penalty: 2916.997559
	Iteration 29Q: 3 clusters Score -692606.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -692707.562500 Penalty: 2916.997559
	Iteration 30Q: 3 clusters Score -692707.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -692828.125000 Penalty: 2916.997559
	Iteration 31Q: 3 clusters Score -692828.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -692968.250000 Penalty: 2916.997559
	Iteration 32Q: 3 clusters Score -692968.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -693108.562500 Penalty: 2916.997559
	Iteration 33Q: 3 clusters Score -693108.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -693243.312500 Penalty: 2916.997559
	Iteration 34Q: 3 clusters Score -693243.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -693351.937500 Penalty: 2916.997559
	Iteration 35Q: 3 clusters Score -693351.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -693457.250000 Penalty: 2916.997559
	Iteration 36Q: 3 clusters Score -693457.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -693531.375000 Penalty: 2916.997559
	Iteration 37Q: 3 clusters Score -693531.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -693579.375000 Penalty: 2916.997559
	Iteration 38Q: 3 clusters Score -693579.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -693622.312500 Penalty: 2916.997559
	Iteration 39Q: 3 clusters Score -693622.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -693643.062500 Penalty: 2916.997559
	Iteration 40F: 3 clusters Score -693643.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -693659.062500 Penalty: 2916.997559
	Iteration 41Q: 3 clusters Score -693659.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -693675.000000 Penalty: 2916.997559
	Iteration 42Q: 3 clusters Score -693675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -693688.000000 Penalty: 2916.997559
	Iteration 43Q: 3 clusters Score -693688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -693704.500000 Penalty: 2916.997559
	Iteration 44Q: 3 clusters Score -693704.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -693711.062500 Penalty: 2916.997559
	Iteration 45Q: 3 clusters Score -693711.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -693719.000000 Penalty: 2916.997559
	Iteration 46Q: 3 clusters Score -693719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -693728.750000 Penalty: 2916.997559
	Iteration 47Q: 3 clusters Score -693728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -693731.812500 Penalty: 2916.997559
	Iteration 48Q: 3 clusters Score -693731.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -693736.187500 Penalty: 2916.997559
	Iteration 49Q: 3 clusters Score -693736.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -693745.312500 Penalty: 2916.997559
	Iteration 50Q: 3 clusters Score -693745.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -693754.812500 Penalty: 2916.997559
	Iteration 51Q: 3 clusters Score -693754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -693758.125000 Penalty: 2916.997559
	Iteration 52Q: 3 clusters Score -693758.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -693763.875000 Penalty: 2916.997559
	Iteration 53Q: 3 clusters Score -693763.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -693770.062500 Penalty: 2916.997559
	Iteration 54Q: 3 clusters Score -693770.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -693773.375000 Penalty: 2916.997559
	Iteration 55Q: 3 clusters Score -693773.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -693776.187500 Penalty: 2916.997559
	Iteration 56Q: 3 clusters Score -693776.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -693778.750000 Penalty: 2916.997559
	Iteration 57Q: 3 clusters Score -693778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -693780.625000 Penalty: 2916.997559
	Iteration 58Q: 3 clusters Score -693780.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -693782.437500 Penalty: 2916.997559
	Iteration 59Q: 3 clusters Score -693782.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -693783.312500 Penalty: 2916.997559
	Iteration 60F: 3 clusters Score -693783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (11794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Entering Unmasked Estep 
Score: -1050531.000000 Penalty: 1523.493774
	Iteration 0F: 2 clusters Score -1050531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1042337.500000 Penalty: 3046.987549
	Iteration 0F: 3 clusters Score -1042338 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1045092.125000 Penalty: 3046.987549
	Iteration 1F: 3 clusters Score -1045092 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -1045453.687500 Penalty: 3046.987549
	Iteration 2F: 3 clusters Score -1045454 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1045889.125000 Penalty: 3046.987549
	Iteration 3F: 3 clusters Score -1045889 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -1046592.312500 Penalty: 3046.987549
	Iteration 4F: 3 clusters Score -1046592 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1047536.750000 Penalty: 3046.987549
	Iteration 5F: 3 clusters Score -1047537 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 8687 members 
Entering Unmasked Estep 
Score: -1048497.437500 Penalty: 3046.987549
	Iteration 6F: 3 clusters Score -1048497 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1049140.250000 Penalty: 3046.987549
	Iteration 7F: 3 clusters Score -1049140 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1049422.250000 Penalty: 3046.987549
	Iteration 8Q: 3 clusters Score -1049422 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1049534.375000 Penalty: 3046.987549
	Iteration 9Q: 3 clusters Score -1049534 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -1049581.750000 Penalty: 3046.987549
	Iteration 10Q: 3 clusters Score -1049582 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1049606.500000 Penalty: 3046.987549
	Iteration 11Q: 3 clusters Score -1049606 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -1049621.500000 Penalty: 3046.987549
	Iteration 12Q: 3 clusters Score -1049622 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -1049635.125000 Penalty: 3046.987549
	Iteration 13Q: 3 clusters Score -1049635 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1049643.000000 Penalty: 3046.987549
	Iteration 14Q: 3 clusters Score -1049643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1049657.875000 Penalty: 3046.987549
	Iteration 15Q: 3 clusters Score -1049658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1049669.125000 Penalty: 3046.987549
	Iteration 16Q: 3 clusters Score -1049669 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1049675.375000 Penalty: 3046.987549
	Iteration 17Q: 3 clusters Score -1049675 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1049682.500000 Penalty: 3046.987549
	Iteration 18Q: 3 clusters Score -1049682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1049689.875000 Penalty: 3046.987549
	Iteration 19Q: 3 clusters Score -1049690 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1049695.750000 Penalty: 3046.987549
	Iteration 20F: 3 clusters Score -1049696 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -1049699.750000 Penalty: 3046.987549
	Iteration 21Q: 3 clusters Score -1049700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1049703.125000 Penalty: 3046.987549
	Iteration 22Q: 3 clusters Score -1049703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1049707.625000 Penalty: 3046.987549
	Iteration 23Q: 3 clusters Score -1049708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1049710.375000 Penalty: 3046.987549
	Iteration 24Q: 3 clusters Score -1049710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1049716.375000 Penalty: 3046.987549
	Iteration 25Q: 3 clusters Score -1049716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1049716.375000 Penalty: 3046.987549
	Iteration 26Q: 3 clusters Score -1049716 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1049718.375000 Penalty: 3046.987549
	Iteration 27Q: 3 clusters Score -1049718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1049721.750000 Penalty: 3046.987549
	Iteration 28Q: 3 clusters Score -1049722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1049722.875000 Penalty: 3046.987549
	Iteration 29Q: 3 clusters Score -1049723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1049725.375000 Penalty: 3046.987549
	Iteration 30Q: 3 clusters Score -1049725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1049724.000000 Penalty: 3046.987549
	Iteration 31Q: 3 clusters Score -1049724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1049725.000000 Penalty: 3046.987549
	Iteration 32Q: 3 clusters Score -1049725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1049725.125000 Penalty: 3046.987549
	Iteration 33Q: 3 clusters Score -1049725 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1049725.125000 Penalty: 3046.987549
	Iteration 34F: 3 clusters Score -1049725 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -81665.796875 Penalty: 1115.028076
	Iteration 0F: 2 clusters Score -81665.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -80263.648438 Penalty: 2230.056152
	Iteration 0F: 3 clusters Score -80263.65 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80506.242188 Penalty: 2230.056152
	Iteration 1F: 3 clusters Score -80506.24 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -80561.914062 Penalty: 2230.056152
	Iteration 2F: 3 clusters Score -80561.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80599.453125 Penalty: 2230.056152
	Iteration 3Q: 3 clusters Score -80599.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80609.453125 Penalty: 2230.056152
	Iteration 4Q: 3 clusters Score -80609.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80617.937500 Penalty: 2230.056152
	Iteration 5Q: 3 clusters Score -80617.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80622.960938 Penalty: 2230.056152
	Iteration 6Q: 3 clusters Score -80622.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80624.179688 Penalty: 2230.056152
	Iteration 7Q: 3 clusters Score -80624.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -80626.351562 Penalty: 2230.056152
	Iteration 8Q: 3 clusters Score -80626.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -80626.960938 Penalty: 2230.056152
	Iteration 9Q: 3 clusters Score -80626.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80627.062500 Penalty: 2230.056152
	Iteration 10Q: 3 clusters Score -80627.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -80627.062500 Penalty: 2230.056152
	Iteration 11F: 3 clusters Score -80627.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -226949.453125 Penalty: 1280.077026
	Iteration 0F: 2 clusters Score -226949.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -224460.250000 Penalty: 2560.154053
	Iteration 0F: 3 clusters Score -224460.2 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -225079.828125 Penalty: 2560.154053
	Iteration 1F: 3 clusters Score -225079.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -225256.781250 Penalty: 2560.154053
	Iteration 2F: 3 clusters Score -225256.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -225391.296875 Penalty: 2560.154053
	Iteration 3F: 3 clusters Score -225391.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -225498.796875 Penalty: 2560.154053
	Iteration 4F: 3 clusters Score -225498.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -225619.421875 Penalty: 2560.154053
	Iteration 5F: 3 clusters Score -225619.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -225721.250000 Penalty: 2560.154053
	Iteration 6Q: 3 clusters Score -225721.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -225827.484375 Penalty: 2560.154053
	Iteration 7Q: 3 clusters Score -225827.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -225941.406250 Penalty: 2560.154053
	Iteration 8Q: 3 clusters Score -225941.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -226056.687500 Penalty: 2560.154053
	Iteration 9Q: 3 clusters Score -226056.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -226193.437500 Penalty: 2560.154053
	Iteration 10Q: 3 clusters Score -226193.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -226348.171875 Penalty: 2560.154053
	Iteration 11Q: 3 clusters Score -226348.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -226513.250000 Penalty: 2560.154053
	Iteration 12Q: 3 clusters Score -226513.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -226649.046875 Penalty: 2560.154053
	Iteration 13Q: 3 clusters Score -226649 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -226745.625000 Penalty: 2560.154053
	Iteration 14Q: 3 clusters Score -226745.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -226763.890625 Penalty: 2560.154053
	Iteration 15Q: 3 clusters Score -226763.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -226767.171875 Penalty: 2560.154053
	Iteration 16Q: 3 clusters Score -226767.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -226768.453125 Penalty: 2560.154053
	Iteration 17Q: 3 clusters Score -226768.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -226768.453125 Penalty: 2560.154053
	Iteration 18F: 3 clusters Score -226768.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (20411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Entering Unmasked Estep 
Score: -1781488.125000 Penalty: 1612.622192
	Iteration 0F: 2 clusters Score -1781488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 10301 members 
Entering Unmasked Estep 
Score: -1767740.500000 Penalty: 3225.244385
	Iteration 0F: 3 clusters Score -1767740 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1772713.250000 Penalty: 3225.244385
	Iteration 1F: 3 clusters Score -1772713 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1773225.125000 Penalty: 3225.244385
	Iteration 2F: 3 clusters Score -1773225 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1773849.250000 Penalty: 3225.244385
	Iteration 3F: 3 clusters Score -1773849 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1774633.875000 Penalty: 3225.244385
	Iteration 4F: 3 clusters Score -1774634 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -1775687.500000 Penalty: 3225.244385
	Iteration 5F: 3 clusters Score -1775688 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1776909.375000 Penalty: 3225.244385
	Iteration 6F: 3 clusters Score -1776909 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1778011.000000 Penalty: 3225.244385
	Iteration 7F: 3 clusters Score -1778011 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -1778789.375000 Penalty: 3225.244385
	Iteration 8Q: 3 clusters Score -1778789 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -1779256.500000 Penalty: 3225.244385
	Iteration 9Q: 3 clusters Score -1779256 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -1779511.375000 Penalty: 3225.244385
	Iteration 10Q: 3 clusters Score -1779511 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1779632.750000 Penalty: 3225.244385
	Iteration 11Q: 3 clusters Score -1779633 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1779703.000000 Penalty: 3225.244385
	Iteration 12Q: 3 clusters Score -1779703 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -1779730.875000 Penalty: 3225.244385
	Iteration 13Q: 3 clusters Score -1779731 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -1779755.125000 Penalty: 3225.244385
	Iteration 14Q: 3 clusters Score -1779755 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -1779767.500000 Penalty: 3225.244385
	Iteration 15Q: 3 clusters Score -1779768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1779770.250000 Penalty: 3225.244385
	Iteration 16Q: 3 clusters Score -1779770 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -1779773.625000 Penalty: 3225.244385
	Iteration 17Q: 3 clusters Score -1779774 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1779784.875000 Penalty: 3225.244385
	Iteration 18Q: 3 clusters Score -1779785 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1779786.500000 Penalty: 3225.244385
	Iteration 19Q: 3 clusters Score -1779786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1779785.375000 Penalty: 3225.244385
	Iteration 20F: 3 clusters Score -1779785 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -1779793.375000 Penalty: 3225.244385
	Iteration 21Q: 3 clusters Score -1779793 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1779788.375000 Penalty: 3225.244385
	Iteration 22Q: 3 clusters Score -1779788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -1779791.375000 Penalty: 3225.244385
	Iteration 23Q: 3 clusters Score -1779791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -1779795.750000 Penalty: 3225.244385
	Iteration 24Q: 3 clusters Score -1779796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1779791.500000 Penalty: 3225.244385
	Iteration 25Q: 3 clusters Score -1779792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -1779794.250000 Penalty: 3225.244385
	Iteration 26Q: 3 clusters Score -1779794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1779790.875000 Penalty: 3225.244385
	Iteration 27Q: 3 clusters Score -1779791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -1779793.625000 Penalty: 3225.244385
	Iteration 28Q: 3 clusters Score -1779794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1779790.500000 Penalty: 3225.244385
	Iteration 29Q: 3 clusters Score -1779790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -1779791.375000 Penalty: 3225.244385
	Iteration 30Q: 3 clusters Score -1779791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -1779792.375000 Penalty: 3225.244385
	Iteration 31Q: 3 clusters Score -1779792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1779794.125000 Penalty: 3225.244385
	Iteration 32Q: 3 clusters Score -1779794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -1779796.500000 Penalty: 3225.244385
	Iteration 33Q: 3 clusters Score -1779796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1779798.375000 Penalty: 3225.244385
	Iteration 34Q: 3 clusters Score -1779798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1779798.375000 Penalty: 3225.244385
	Iteration 35Q: 3 clusters Score -1779798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -1779798.375000 Penalty: 3225.244385
	Iteration 36F: 3 clusters Score -1779798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (2456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Entering Unmasked Estep 
Score: -201242.062500 Penalty: 1268.521973
	Iteration 0F: 2 clusters Score -201242.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -198874.500000 Penalty: 2537.043945
	Iteration 0F: 3 clusters Score -198874.5 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -199598.000000 Penalty: 2537.043945
	Iteration 1F: 3 clusters Score -199598 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -199916.656250 Penalty: 2537.043945
	Iteration 2F: 3 clusters Score -199916.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -200283.750000 Penalty: 2537.043945
	Iteration 3F: 3 clusters Score -200283.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -200634.640625 Penalty: 2537.043945
	Iteration 4F: 3 clusters Score -200634.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -200790.250000 Penalty: 2537.043945
	Iteration 5F: 3 clusters Score -200790.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -200848.328125 Penalty: 2537.043945
	Iteration 6Q: 3 clusters Score -200848.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -200889.593750 Penalty: 2537.043945
	Iteration 7Q: 3 clusters Score -200889.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -200915.078125 Penalty: 2537.043945
	Iteration 8Q: 3 clusters Score -200915.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -200938.187500 Penalty: 2537.043945
	Iteration 9Q: 3 clusters Score -200938.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -200951.093750 Penalty: 2537.043945
	Iteration 10Q: 3 clusters Score -200951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -200963.250000 Penalty: 2537.043945
	Iteration 11Q: 3 clusters Score -200963.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -200978.281250 Penalty: 2537.043945
	Iteration 12Q: 3 clusters Score -200978.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -200989.281250 Penalty: 2537.043945
	Iteration 13Q: 3 clusters Score -200989.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -201008.000000 Penalty: 2537.043945
	Iteration 14Q: 3 clusters Score -201008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -201023.578125 Penalty: 2537.043945
	Iteration 15Q: 3 clusters Score -201023.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -201032.265625 Penalty: 2537.043945
	Iteration 16Q: 3 clusters Score -201032.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -201040.093750 Penalty: 2537.043945
	Iteration 17Q: 3 clusters Score -201040.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -201046.953125 Penalty: 2537.043945
	Iteration 18Q: 3 clusters Score -201047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -201056.437500 Penalty: 2537.043945
	Iteration 19Q: 3 clusters Score -201056.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -201075.437500 Penalty: 2537.043945
	Iteration 20F: 3 clusters Score -201075.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -201090.953125 Penalty: 2537.043945
	Iteration 21Q: 3 clusters Score -201091 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -201117.625000 Penalty: 2537.043945
	Iteration 22Q: 3 clusters Score -201117.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -201153.000000 Penalty: 2537.043945
	Iteration 23Q: 3 clusters Score -201153 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -201165.890625 Penalty: 2537.043945
	Iteration 24Q: 3 clusters Score -201165.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -201184.312500 Penalty: 2537.043945
	Iteration 25Q: 3 clusters Score -201184.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -201202.109375 Penalty: 2537.043945
	Iteration 26Q: 3 clusters Score -201202.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -201213.109375 Penalty: 2537.043945
	Iteration 27Q: 3 clusters Score -201213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -201219.421875 Penalty: 2537.043945
	Iteration 28Q: 3 clusters Score -201219.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -201222.390625 Penalty: 2537.043945
	Iteration 29Q: 3 clusters Score -201222.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -201225.265625 Penalty: 2537.043945
	Iteration 30Q: 3 clusters Score -201225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201229.281250 Penalty: 2537.043945
	Iteration 31Q: 3 clusters Score -201229.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -201233.796875 Penalty: 2537.043945
	Iteration 32Q: 3 clusters Score -201233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -201240.468750 Penalty: 2537.043945
	Iteration 33Q: 3 clusters Score -201240.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -201245.640625 Penalty: 2537.043945
	Iteration 34Q: 3 clusters Score -201245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -201250.265625 Penalty: 2537.043945
	Iteration 35Q: 3 clusters Score -201250.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -201255.343750 Penalty: 2537.043945
	Iteration 36Q: 3 clusters Score -201255.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -201260.046875 Penalty: 2537.043945
	Iteration 37Q: 3 clusters Score -201260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -201260.984375 Penalty: 2537.043945
	Iteration 38Q: 3 clusters Score -201261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201261.375000 Penalty: 2537.043945
	Iteration 39Q: 3 clusters Score -201261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -201261.375000 Penalty: 2537.043945
	Iteration 40F: 3 clusters Score -201261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 792 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 1664 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77948 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1956 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
Score: -40891364.000000 Penalty: 100002.429688
Splitting cluster 32 changes total score from -40892176.000000 to -40891364.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 33 (2097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Entering Unmasked Estep 
Score: -156496.468750 Penalty: 1242.842773
	Iteration 0F: 2 clusters Score -156496.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -154356.250000 Penalty: 2485.685547
	Iteration 0F: 3 clusters Score -154356.2 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -155081.765625 Penalty: 2485.685547
	Iteration 1F: 3 clusters Score -155081.8 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -155455.343750 Penalty: 2485.685547
	Iteration 2F: 3 clusters Score -155455.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -155722.031250 Penalty: 2485.685547
	Iteration 3F: 3 clusters Score -155722 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -155887.875000 Penalty: 2485.685547
	Iteration 4F: 3 clusters Score -155887.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -155969.828125 Penalty: 2485.685547
	Iteration 5Q: 3 clusters Score -155969.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -156037.578125 Penalty: 2485.685547
	Iteration 6Q: 3 clusters Score -156037.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -156067.796875 Penalty: 2485.685547
	Iteration 7Q: 3 clusters Score -156067.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -156081.515625 Penalty: 2485.685547
	Iteration 8Q: 3 clusters Score -156081.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156089.859375 Penalty: 2485.685547
	Iteration 9Q: 3 clusters Score -156089.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -156096.921875 Penalty: 2485.685547
	Iteration 10Q: 3 clusters Score -156096.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -156100.734375 Penalty: 2485.685547
	Iteration 11Q: 3 clusters Score -156100.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -156105.343750 Penalty: 2485.685547
	Iteration 12Q: 3 clusters Score -156105.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156109.421875 Penalty: 2485.685547
	Iteration 13Q: 3 clusters Score -156109.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156111.218750 Penalty: 2485.685547
	Iteration 14Q: 3 clusters Score -156111.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156112.515625 Penalty: 2485.685547
	Iteration 15Q: 3 clusters Score -156112.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156113.812500 Penalty: 2485.685547
	Iteration 16Q: 3 clusters Score -156113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -156115.843750 Penalty: 2485.685547
	Iteration 17Q: 3 clusters Score -156115.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -156117.078125 Penalty: 2485.685547
	Iteration 18Q: 3 clusters Score -156117.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -156121.765625 Penalty: 2485.685547
	Iteration 19Q: 3 clusters Score -156121.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -156123.390625 Penalty: 2485.685547
	Iteration 20F: 3 clusters Score -156123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -156124.656250 Penalty: 2485.685547
	Iteration 21Q: 3 clusters Score -156124.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -156126.109375 Penalty: 2485.685547
	Iteration 22Q: 3 clusters Score -156126.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -156126.718750 Penalty: 2485.685547
	Iteration 23Q: 3 clusters Score -156126.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -156126.718750 Penalty: 2485.685547
	Iteration 24F: 3 clusters Score -156126.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (77948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77948 members 
Entering Unmasked Estep 
Score: -6793209.500000 Penalty: 1830.366943
	Iteration 0F: 2 clusters Score -6793210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39062 members 
Mstep: Class 2 contains 38886 members 
Entering Unmasked Estep 
Score: -6741209.500000 Penalty: 3660.733887
	Iteration 0F: 3 clusters Score -6741210 nChanged 36849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40521 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -6762221.000000 Penalty: 3660.733887
	Iteration 1F: 3 clusters Score -6762221 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -6762895.000000 Penalty: 3660.733887
	Iteration 2Q: 3 clusters Score -6762895 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42809 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -6763555.000000 Penalty: 3660.733887
	Iteration 3Q: 3 clusters Score -6763555 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 33120 members 
Entering Unmasked Estep 
Score: -6764568.500000 Penalty: 3660.733887
	Iteration 4Q: 3 clusters Score -6764568 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47786 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -6766110.000000 Penalty: 3660.733887
	Iteration 5Q: 3 clusters Score -6766110 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -6768809.000000 Penalty: 3660.733887
	Iteration 6F: 3 clusters Score -6768809 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -6773183.000000 Penalty: 3660.733887
	Iteration 7F: 3 clusters Score -6773183 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -6779041.500000 Penalty: 3660.733887
	Iteration 8F: 3 clusters Score -6779042 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6784811.000000 Penalty: 3660.733887
	Iteration 9F: 3 clusters Score -6784811 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73919 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -6788675.500000 Penalty: 3660.733887
	Iteration 10F: 3 clusters Score -6788676 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75856 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -6790403.500000 Penalty: 3660.733887
	Iteration 11Q: 3 clusters Score -6790404 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76717 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6791055.500000 Penalty: 3660.733887
	Iteration 12Q: 3 clusters Score -6791056 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77124 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6791354.500000 Penalty: 3660.733887
	Iteration 13Q: 3 clusters Score -6791354 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77301 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6791501.500000 Penalty: 3660.733887
	Iteration 14Q: 3 clusters Score -6791502 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6791616.000000 Penalty: 3660.733887
	Iteration 15Q: 3 clusters Score -6791616 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77421 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6791714.000000 Penalty: 3660.733887
	Iteration 16Q: 3 clusters Score -6791714 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77437 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6791786.500000 Penalty: 3660.733887
	Iteration 17Q: 3 clusters Score -6791786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77450 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6791835.500000 Penalty: 3660.733887
	Iteration 18Q: 3 clusters Score -6791836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77451 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6791867.500000 Penalty: 3660.733887
	Iteration 19Q: 3 clusters Score -6791868 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77449 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6791913.000000 Penalty: 3660.733887
	Iteration 20F: 3 clusters Score -6791913 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77439 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6791933.000000 Penalty: 3660.733887
	Iteration 21Q: 3 clusters Score -6791933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77435 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6791958.500000 Penalty: 3660.733887
	Iteration 22Q: 3 clusters Score -6791958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -6791969.500000 Penalty: 3660.733887
	Iteration 23Q: 3 clusters Score -6791970 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77424 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6791976.500000 Penalty: 3660.733887
	Iteration 24Q: 3 clusters Score -6791976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77419 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6791984.000000 Penalty: 3660.733887
	Iteration 25Q: 3 clusters Score -6791984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77414 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -6791994.000000 Penalty: 3660.733887
	Iteration 26Q: 3 clusters Score -6791994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77406 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6791999.000000 Penalty: 3660.733887
	Iteration 27Q: 3 clusters Score -6791999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77400 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6792010.500000 Penalty: 3660.733887
	Iteration 28Q: 3 clusters Score -6792010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77393 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6792014.500000 Penalty: 3660.733887
	Iteration 29Q: 3 clusters Score -6792014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77384 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -6792023.500000 Penalty: 3660.733887
	Iteration 30Q: 3 clusters Score -6792024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77381 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -6792025.500000 Penalty: 3660.733887
	Iteration 31Q: 3 clusters Score -6792026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77380 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6792028.500000 Penalty: 3660.733887
	Iteration 32Q: 3 clusters Score -6792028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6792029.500000 Penalty: 3660.733887
	Iteration 33Q: 3 clusters Score -6792030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6792028.000000 Penalty: 3660.733887
	Iteration 34Q: 3 clusters Score -6792028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6792023.500000 Penalty: 3660.733887
	Iteration 35Q: 3 clusters Score -6792024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77374 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6792024.500000 Penalty: 3660.733887
	Iteration 36Q: 3 clusters Score -6792024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6792027.000000 Penalty: 3660.733887
	Iteration 37Q: 3 clusters Score -6792027 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6792029.000000 Penalty: 3660.733887
	Iteration 38Q: 3 clusters Score -6792029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6792025.000000 Penalty: 3660.733887
	Iteration 39Q: 3 clusters Score -6792025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77377 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6792029.500000 Penalty: 3660.733887
	Iteration 40F: 3 clusters Score -6792030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6792031.500000 Penalty: 3660.733887
	Iteration 41Q: 3 clusters Score -6792032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6792036.500000 Penalty: 3660.733887
	Iteration 42Q: 3 clusters Score -6792036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6792036.500000 Penalty: 3660.733887
	Iteration 43Q: 3 clusters Score -6792036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77375 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6792035.500000 Penalty: 3660.733887
	Iteration 44Q: 3 clusters Score -6792036 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6792028.500000 Penalty: 3660.733887
	Iteration 45Q: 3 clusters Score -6792028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77376 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -6792028.500000 Penalty: 3660.733887
	Iteration 46F: 3 clusters Score -6792028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -790845.375000 Penalty: 1479.450806
	Iteration 0F: 2 clusters Score -790845.4 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 4479 members 
Entering Unmasked Estep 
Score: -784335.562500 Penalty: 2958.901611
	Iteration 0F: 3 clusters Score -784335.6 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -786471.875000 Penalty: 2958.901611
	Iteration 1F: 3 clusters Score -786471.9 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -786802.437500 Penalty: 2958.901611
	Iteration 2F: 3 clusters Score -786802.4 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -787131.812500 Penalty: 2958.901611
	Iteration 3F: 3 clusters Score -787131.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -787488.500000 Penalty: 2958.901611
	Iteration 4F: 3 clusters Score -787488.5 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -787914.625000 Penalty: 2958.901611
	Iteration 5F: 3 clusters Score -787914.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -788457.562500 Penalty: 2958.901611
	Iteration 6F: 3 clusters Score -788457.6 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -789012.937500 Penalty: 2958.901611
	Iteration 7F: 3 clusters Score -789012.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -789457.250000 Penalty: 2958.901611
	Iteration 8F: 3 clusters Score -789457.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -789796.500000 Penalty: 2958.901611
	Iteration 9Q: 3 clusters Score -789796.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -790011.125000 Penalty: 2958.901611
	Iteration 10Q: 3 clusters Score -790011.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -790131.625000 Penalty: 2958.901611
	Iteration 11Q: 3 clusters Score -790131.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -790201.125000 Penalty: 2958.901611
	Iteration 12Q: 3 clusters Score -790201.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -790246.375000 Penalty: 2958.901611
	Iteration 13Q: 3 clusters Score -790246.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -790273.437500 Penalty: 2958.901611
	Iteration 14Q: 3 clusters Score -790273.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -790289.687500 Penalty: 2958.901611
	Iteration 15Q: 3 clusters Score -790289.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -790301.875000 Penalty: 2958.901611
	Iteration 16Q: 3 clusters Score -790301.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -790308.500000 Penalty: 2958.901611
	Iteration 17Q: 3 clusters Score -790308.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -790318.750000 Penalty: 2958.901611
	Iteration 18Q: 3 clusters Score -790318.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -790324.750000 Penalty: 2958.901611
	Iteration 19Q: 3 clusters Score -790324.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -790333.687500 Penalty: 2958.901611
	Iteration 20F: 3 clusters Score -790333.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -790338.062500 Penalty: 2958.901611
	Iteration 21Q: 3 clusters Score -790338.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -790345.500000 Penalty: 2958.901611
	Iteration 22Q: 3 clusters Score -790345.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -790349.687500 Penalty: 2958.901611
	Iteration 23Q: 3 clusters Score -790349.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -790355.187500 Penalty: 2958.901611
	Iteration 24Q: 3 clusters Score -790355.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -790360.937500 Penalty: 2958.901611
	Iteration 25Q: 3 clusters Score -790360.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -790364.812500 Penalty: 2958.901611
	Iteration 26Q: 3 clusters Score -790364.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -790366.062500 Penalty: 2958.901611
	Iteration 27Q: 3 clusters Score -790366.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -790369.625000 Penalty: 2958.901611
	Iteration 28Q: 3 clusters Score -790369.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -790369.875000 Penalty: 2958.901611
	Iteration 29Q: 3 clusters Score -790369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -790369.937500 Penalty: 2958.901611
	Iteration 30Q: 3 clusters Score -790369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -790371.312500 Penalty: 2958.901611
	Iteration 31Q: 3 clusters Score -790371.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -790373.250000 Penalty: 2958.901611
	Iteration 32Q: 3 clusters Score -790373.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -790376.687500 Penalty: 2958.901611
	Iteration 33Q: 3 clusters Score -790376.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -790375.375000 Penalty: 2958.901611
	Iteration 34Q: 3 clusters Score -790375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -790377.000000 Penalty: 2958.901611
	Iteration 35Q: 3 clusters Score -790377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -790377.000000 Penalty: 2958.901611
	Iteration 36Q: 3 clusters Score -790377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -790379.687500 Penalty: 2958.901611
	Iteration 37Q: 3 clusters Score -790379.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -790380.625000 Penalty: 2958.901611
	Iteration 38Q: 3 clusters Score -790380.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -790382.500000 Penalty: 2958.901611
	Iteration 39Q: 3 clusters Score -790382.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -790384.750000 Penalty: 2958.901611
	Iteration 40F: 3 clusters Score -790384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -790384.250000 Penalty: 2958.901611
	Iteration 41Q: 3 clusters Score -790384.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -790386.875000 Penalty: 2958.901611
	Iteration 42Q: 3 clusters Score -790386.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -790389.312500 Penalty: 2958.901611
	Iteration 43Q: 3 clusters Score -790389.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -790387.687500 Penalty: 2958.901611
	Iteration 44Q: 3 clusters Score -790387.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -790389.562500 Penalty: 2958.901611
	Iteration 45Q: 3 clusters Score -790389.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -790391.937500 Penalty: 2958.901611
	Iteration 46Q: 3 clusters Score -790391.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -790389.687500 Penalty: 2958.901611
	Iteration 47Q: 3 clusters Score -790389.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -790394.375000 Penalty: 2958.901611
	Iteration 48Q: 3 clusters Score -790394.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -790395.500000 Penalty: 2958.901611
	Iteration 49Q: 3 clusters Score -790395.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -790397.250000 Penalty: 2958.901611
	Iteration 50Q: 3 clusters Score -790397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -790402.187500 Penalty: 2958.901611
	Iteration 51Q: 3 clusters Score -790402.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -790404.687500 Penalty: 2958.901611
	Iteration 52Q: 3 clusters Score -790404.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -790406.375000 Penalty: 2958.901611
	Iteration 53Q: 3 clusters Score -790406.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -790407.312500 Penalty: 2958.901611
	Iteration 54Q: 3 clusters Score -790407.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -790406.187500 Penalty: 2958.901611
	Iteration 55Q: 3 clusters Score -790406.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -790410.187500 Penalty: 2958.901611
	Iteration 56Q: 3 clusters Score -790410.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -790411.437500 Penalty: 2958.901611
	Iteration 57Q: 3 clusters Score -790411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -790414.625000 Penalty: 2958.901611
	Iteration 58Q: 3 clusters Score -790414.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -790415.687500 Penalty: 2958.901611
	Iteration 59Q: 3 clusters Score -790415.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -790416.000000 Penalty: 2958.901611
	Iteration 60F: 3 clusters Score -790416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -790417.125000 Penalty: 2958.901611
	Iteration 61Q: 3 clusters Score -790417.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -790417.625000 Penalty: 2958.901611
	Iteration 62Q: 3 clusters Score -790417.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -790416.562500 Penalty: 2958.901611
	Iteration 63Q: 3 clusters Score -790416.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -790416.562500 Penalty: 2958.901611
	Iteration 64F: 3 clusters Score -790416.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (1041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Entering Unmasked Estep 
Score: -87345.914062 Penalty: 1129.039795
	Iteration 0F: 2 clusters Score -87345.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -85878.648438 Penalty: 2258.079590
	Iteration 0F: 3 clusters Score -85878.65 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -86180.695312 Penalty: 2258.079590
	Iteration 1F: 3 clusters Score -86180.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -86355.085938 Penalty: 2258.079590
	Iteration 2F: 3 clusters Score -86355.09 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -86490.765625 Penalty: 2258.079590
	Iteration 3F: 3 clusters Score -86490.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -86595.062500 Penalty: 2258.079590
	Iteration 4F: 3 clusters Score -86595.06 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -86657.937500 Penalty: 2258.079590
	Iteration 5Q: 3 clusters Score -86657.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -86704.515625 Penalty: 2258.079590
	Iteration 6Q: 3 clusters Score -86704.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -86725.226562 Penalty: 2258.079590
	Iteration 7Q: 3 clusters Score -86725.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -86736.171875 Penalty: 2258.079590
	Iteration 8Q: 3 clusters Score -86736.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -86748.585938 Penalty: 2258.079590
	Iteration 9Q: 3 clusters Score -86748.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -86760.734375 Penalty: 2258.079590
	Iteration 10Q: 3 clusters Score -86760.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -86771.367188 Penalty: 2258.079590
	Iteration 11Q: 3 clusters Score -86771.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -86785.281250 Penalty: 2258.079590
	Iteration 12Q: 3 clusters Score -86785.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -86788.343750 Penalty: 2258.079590
	Iteration 13Q: 3 clusters Score -86788.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -86791.296875 Penalty: 2258.079590
	Iteration 14Q: 3 clusters Score -86791.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -86794.531250 Penalty: 2258.079590
	Iteration 15Q: 3 clusters Score -86794.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -86799.242188 Penalty: 2258.079590
	Iteration 16Q: 3 clusters Score -86799.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -86807.359375 Penalty: 2258.079590
	Iteration 17Q: 3 clusters Score -86807.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -86811.109375 Penalty: 2258.079590
	Iteration 18Q: 3 clusters Score -86811.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -86821.429688 Penalty: 2258.079590
	Iteration 19Q: 3 clusters Score -86821.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -86824.734375 Penalty: 2258.079590
	Iteration 20F: 3 clusters Score -86824.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -86826.265625 Penalty: 2258.079590
	Iteration 21Q: 3 clusters Score -86826.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -86826.921875 Penalty: 2258.079590
	Iteration 22Q: 3 clusters Score -86826.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -86826.921875 Penalty: 2258.079590
	Iteration 23F: 3 clusters Score -86826.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Entering Unmasked Estep 
Score: -135272.593750 Penalty: 1231.531738
	Iteration 0F: 2 clusters Score -135272.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -133332.015625 Penalty: 2463.063477
	Iteration 0F: 3 clusters Score -133332 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -134150.734375 Penalty: 2463.063477
	Iteration 1F: 3 clusters Score -134150.7 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -134447.140625 Penalty: 2463.063477
	Iteration 2F: 3 clusters Score -134447.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -134717.062500 Penalty: 2463.063477
	Iteration 3F: 3 clusters Score -134717.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -134945.015625 Penalty: 2463.063477
	Iteration 4F: 3 clusters Score -134945 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -135184.218750 Penalty: 2463.063477
	Iteration 5F: 3 clusters Score -135184.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -135336.609375 Penalty: 2463.063477
	Iteration 6Q: 3 clusters Score -135336.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -135408.953125 Penalty: 2463.063477
	Iteration 7Q: 3 clusters Score -135409 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -135459.078125 Penalty: 2463.063477
	Iteration 8Q: 3 clusters Score -135459.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135500.328125 Penalty: 2463.063477
	Iteration 9Q: 3 clusters Score -135500.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -135539.578125 Penalty: 2463.063477
	Iteration 10Q: 3 clusters Score -135539.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135562.593750 Penalty: 2463.063477
	Iteration 11Q: 3 clusters Score -135562.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135594.265625 Penalty: 2463.063477
	Iteration 12Q: 3 clusters Score -135594.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135611.390625 Penalty: 2463.063477
	Iteration 13Q: 3 clusters Score -135611.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -135618.437500 Penalty: 2463.063477
	Iteration 14Q: 3 clusters Score -135618.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135621.265625 Penalty: 2463.063477
	Iteration 15Q: 3 clusters Score -135621.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135626.140625 Penalty: 2463.063477
	Iteration 16Q: 3 clusters Score -135626.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -135632.390625 Penalty: 2463.063477
	Iteration 17Q: 3 clusters Score -135632.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -135636.687500 Penalty: 2463.063477
	Iteration 18Q: 3 clusters Score -135636.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -135637.390625 Penalty: 2463.063477
	Iteration 19Q: 3 clusters Score -135637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -135637.625000 Penalty: 2463.063477
	Iteration 20F: 3 clusters Score -135637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -135638.562500 Penalty: 2463.063477
	Iteration 21Q: 3 clusters Score -135638.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -135639.609375 Penalty: 2463.063477
	Iteration 22Q: 3 clusters Score -135639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -135640.968750 Penalty: 2463.063477
	Iteration 23Q: 3 clusters Score -135641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -135645.609375 Penalty: 2463.063477
	Iteration 24Q: 3 clusters Score -135645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -135646.875000 Penalty: 2463.063477
	Iteration 25Q: 3 clusters Score -135646.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -135652.437500 Penalty: 2463.063477
	Iteration 26Q: 3 clusters Score -135652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -135657.062500 Penalty: 2463.063477
	Iteration 27Q: 3 clusters Score -135657.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -135659.796875 Penalty: 2463.063477
	Iteration 28Q: 3 clusters Score -135659.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135660.218750 Penalty: 2463.063477
	Iteration 29Q: 3 clusters Score -135660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -135660.218750 Penalty: 2463.063477
	Iteration 30F: 3 clusters Score -135660.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 6 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 5130 members 
Mstep: Class 3 contains 2234 members 
Mstep: Class 4 contains 38260 members 
Mstep: Class 5 contains 3488 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 517 members 
Mstep: Class 8 contains 11220 members 
Mstep: Class 9 contains 9643 members 
Mstep: Class 10 contains 5153 members 
Mstep: Class 11 contains 7646 members 
Mstep: Class 12 contains 15444 members 
Mstep: Class 13 contains 212 members 
Mstep: Class 14 contains 10927 members 
Mstep: Class 15 contains 3088 members 
Mstep: Class 16 contains 954 members 
Mstep: Class 17 contains 1418 members 
Mstep: Class 18 contains 12802 members 
Mstep: Class 19 contains 1505 members 
Mstep: Class 20 contains 5600 members 
Mstep: Class 21 contains 3095 members 
Mstep: Class 22 contains 107591 members 
Mstep: Class 23 contains 9200 members 
Mstep: Class 24 contains 4444 members 
Mstep: Class 25 contains 32665 members 
Mstep: Class 26 contains 2550 members 
Mstep: Class 27 contains 7906 members 
Mstep: Class 28 contains 11794 members 
Mstep: Class 29 contains 955 members 
Mstep: Class 30 contains 2637 members 
Mstep: Class 31 contains 20411 members 
Mstep: Class 32 contains 2456 members 
Mstep: Class 33 contains 2097 members 
Mstep: Class 34 contains 77948 members 
Mstep: Class 35 contains 8994 members 
Mstep: Class 36 contains 1041 members 
Mstep: Class 37 contains 1439 members 
Mstep: Class 38 contains 6833 members 
Mstep: Class 39 contains 1613 members 
Mstep: Class 40 contains 2062 members 
Mstep: Class 41 contains 429 members 
Mstep: Class 42 contains 6443 members 
Mstep: Class 43 contains 8975 members 
Mstep: Class 44 contains 15157 members 
Mstep: Class 45 contains 971 members 
Mstep: Class 46 contains 1016 members 
Mstep: Class 47 contains 3260 members 
Entering Unmasked Estep 
Score: -40891680.000000 Penalty: 100002.429688
Splitting cluster 37 changes total score from -40892176.000000 to -40891680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 38 (6833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Entering Unmasked Estep 
Score: -611227.812500 Penalty: 1434.796875
	Iteration 0F: 2 clusters Score -611227.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -606056.125000 Penalty: 2869.593750
	Iteration 0F: 3 clusters Score -606056.1 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -607553.812500 Penalty: 2869.593750
	Iteration 1F: 3 clusters Score -607553.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -607765.125000 Penalty: 2869.593750
	Iteration 2F: 3 clusters Score -607765.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -607941.062500 Penalty: 2869.593750
	Iteration 3F: 3 clusters Score -607941.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -608106.250000 Penalty: 2869.593750
	Iteration 4Q: 3 clusters Score -608106.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -608275.312500 Penalty: 2869.593750
	Iteration 5Q: 3 clusters Score -608275.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -608434.812500 Penalty: 2869.593750
	Iteration 6Q: 3 clusters Score -608434.8 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -608591.687500 Penalty: 2869.593750
	Iteration 7Q: 3 clusters Score -608591.7 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -608761.562500 Penalty: 2869.593750
	Iteration 8Q: 3 clusters Score -608761.6 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -608898.937500 Penalty: 2869.593750
	Iteration 9Q: 3 clusters Score -608898.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -609021.562500 Penalty: 2869.593750
	Iteration 10Q: 3 clusters Score -609021.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -609160.625000 Penalty: 2869.593750
	Iteration 11Q: 3 clusters Score -609160.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -609306.875000 Penalty: 2869.593750
	Iteration 12Q: 3 clusters Score -609306.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -609430.875000 Penalty: 2869.593750
	Iteration 13Q: 3 clusters Score -609430.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -609544.000000 Penalty: 2869.593750
	Iteration 14Q: 3 clusters Score -609544 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -609636.125000 Penalty: 2869.593750
	Iteration 15Q: 3 clusters Score -609636.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -609720.500000 Penalty: 2869.593750
	Iteration 16Q: 3 clusters Score -609720.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -609791.500000 Penalty: 2869.593750
	Iteration 17Q: 3 clusters Score -609791.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -609854.500000 Penalty: 2869.593750
	Iteration 18Q: 3 clusters Score -609854.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -609897.500000 Penalty: 2869.593750
	Iteration 19Q: 3 clusters Score -609897.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -609922.437500 Penalty: 2869.593750
	Iteration 20F: 3 clusters Score -609922.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -609946.562500 Penalty: 2869.593750
	Iteration 21Q: 3 clusters Score -609946.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -609969.187500 Penalty: 2869.593750
	Iteration 22Q: 3 clusters Score -609969.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -609988.375000 Penalty: 2869.593750
	Iteration 23Q: 3 clusters Score -609988.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -610002.625000 Penalty: 2869.593750
	Iteration 24Q: 3 clusters Score -610002.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -610012.562500 Penalty: 2869.593750
	Iteration 25Q: 3 clusters Score -610012.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -610016.187500 Penalty: 2869.593750
	Iteration 26Q: 3 clusters Score -610016.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -610017.500000 Penalty: 2869.593750
	Iteration 27Q: 3 clusters Score -610017.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -610021.187500 Penalty: 2869.593750
	Iteration 28Q: 3 clusters Score -610021.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -610023.187500 Penalty: 2869.593750
	Iteration 29Q: 3 clusters Score -610023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -610023.875000 Penalty: 2869.593750
	Iteration 30Q: 3 clusters Score -610023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -610029.187500 Penalty: 2869.593750
	Iteration 31Q: 3 clusters Score -610029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -610030.375000 Penalty: 2869.593750
	Iteration 32Q: 3 clusters Score -610030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -610032.375000 Penalty: 2869.593750
	Iteration 33Q: 3 clusters Score -610032.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -610033.375000 Penalty: 2869.593750
	Iteration 34Q: 3 clusters Score -610033.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -610033.375000 Penalty: 2869.593750
	Iteration 35F: 3 clusters Score -610033.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -130271.093750 Penalty: 1200.200806
	Iteration 0F: 2 clusters Score -130271.1 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 812 members 
Entering Unmasked Estep 
Score: -128441.585938 Penalty: 2400.401611
	Iteration 0F: 3 clusters Score -128441.6 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -128807.812500 Penalty: 2400.401611
	Iteration 1F: 3 clusters Score -128807.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -128929.890625 Penalty: 2400.401611
	Iteration 2F: 3 clusters Score -128929.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -129031.875000 Penalty: 2400.401611
	Iteration 3F: 3 clusters Score -129031.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -129111.382812 Penalty: 2400.401611
	Iteration 4Q: 3 clusters Score -129111.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -129179.437500 Penalty: 2400.401611
	Iteration 5Q: 3 clusters Score -129179.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -129247.203125 Penalty: 2400.401611
	Iteration 6Q: 3 clusters Score -129247.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -129322.828125 Penalty: 2400.401611
	Iteration 7Q: 3 clusters Score -129322.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -129429.320312 Penalty: 2400.401611
	Iteration 8Q: 3 clusters Score -129429.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -129529.742188 Penalty: 2400.401611
	Iteration 9F: 3 clusters Score -129529.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -129582.070312 Penalty: 2400.401611
	Iteration 10Q: 3 clusters Score -129582.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -129638.976562 Penalty: 2400.401611
	Iteration 11Q: 3 clusters Score -129639 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -129685.492188 Penalty: 2400.401611
	Iteration 12Q: 3 clusters Score -129685.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129743.453125 Penalty: 2400.401611
	Iteration 13Q: 3 clusters Score -129743.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -129790.492188 Penalty: 2400.401611
	Iteration 14Q: 3 clusters Score -129790.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -129830.148438 Penalty: 2400.401611
	Iteration 15Q: 3 clusters Score -129830.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -129869.414062 Penalty: 2400.401611
	Iteration 16Q: 3 clusters Score -129869.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -129906.351562 Penalty: 2400.401611
	Iteration 17Q: 3 clusters Score -129906.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -129921.609375 Penalty: 2400.401611
	Iteration 18Q: 3 clusters Score -129921.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129930.750000 Penalty: 2400.401611
	Iteration 19Q: 3 clusters Score -129930.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129938.773438 Penalty: 2400.401611
	Iteration 20F: 3 clusters Score -129938.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129947.093750 Penalty: 2400.401611
	Iteration 21Q: 3 clusters Score -129947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -129955.429688 Penalty: 2400.401611
	Iteration 22Q: 3 clusters Score -129955.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -129962.828125 Penalty: 2400.401611
	Iteration 23Q: 3 clusters Score -129962.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -129980.437500 Penalty: 2400.401611
	Iteration 24Q: 3 clusters Score -129980.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -129991.484375 Penalty: 2400.401611
	Iteration 25Q: 3 clusters Score -129991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -130002.179688 Penalty: 2400.401611
	Iteration 26Q: 3 clusters Score -130002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -130007.179688 Penalty: 2400.401611
	Iteration 27Q: 3 clusters Score -130007.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130009.679688 Penalty: 2400.401611
	Iteration 28Q: 3 clusters Score -130009.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -130010.023438 Penalty: 2400.401611
	Iteration 29Q: 3 clusters Score -130010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130011.125000 Penalty: 2400.401611
	Iteration 30Q: 3 clusters Score -130011.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -130011.125000 Penalty: 2400.401611
	Iteration 31F: 3 clusters Score -130011.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (2062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Entering Unmasked Estep 
Score: -176145.359375 Penalty: 1240.107666
	Iteration 0F: 2 clusters Score -176145.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -174019.156250 Penalty: 2480.215332
	Iteration 0F: 3 clusters Score -174019.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -174495.875000 Penalty: 2480.215332
	Iteration 1F: 3 clusters Score -174495.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -174609.203125 Penalty: 2480.215332
	Iteration 2F: 3 clusters Score -174609.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -174666.687500 Penalty: 2480.215332
	Iteration 3Q: 3 clusters Score -174666.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174710.296875 Penalty: 2480.215332
	Iteration 4Q: 3 clusters Score -174710.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174752.109375 Penalty: 2480.215332
	Iteration 5Q: 3 clusters Score -174752.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -174777.734375 Penalty: 2480.215332
	Iteration 6Q: 3 clusters Score -174777.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -174795.484375 Penalty: 2480.215332
	Iteration 7Q: 3 clusters Score -174795.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -174815.687500 Penalty: 2480.215332
	Iteration 8Q: 3 clusters Score -174815.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -174838.578125 Penalty: 2480.215332
	Iteration 9Q: 3 clusters Score -174838.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -174861.484375 Penalty: 2480.215332
	Iteration 10Q: 3 clusters Score -174861.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -174879.687500 Penalty: 2480.215332
	Iteration 11Q: 3 clusters Score -174879.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -174890.265625 Penalty: 2480.215332
	Iteration 12Q: 3 clusters Score -174890.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174900.625000 Penalty: 2480.215332
	Iteration 13Q: 3 clusters Score -174900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -174910.140625 Penalty: 2480.215332
	Iteration 14Q: 3 clusters Score -174910.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174919.531250 Penalty: 2480.215332
	Iteration 15Q: 3 clusters Score -174919.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -174924.359375 Penalty: 2480.215332
	Iteration 16Q: 3 clusters Score -174924.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -174932.828125 Penalty: 2480.215332
	Iteration 17Q: 3 clusters Score -174932.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -174941.875000 Penalty: 2480.215332
	Iteration 18Q: 3 clusters Score -174941.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -174951.140625 Penalty: 2480.215332
	Iteration 19Q: 3 clusters Score -174951.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -174955.484375 Penalty: 2480.215332
	Iteration 20F: 3 clusters Score -174955.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -174957.890625 Penalty: 2480.215332
	Iteration 21Q: 3 clusters Score -174957.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -174960.437500 Penalty: 2480.215332
	Iteration 22Q: 3 clusters Score -174960.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -174962.734375 Penalty: 2480.215332
	Iteration 23Q: 3 clusters Score -174962.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -174969.531250 Penalty: 2480.215332
	Iteration 24Q: 3 clusters Score -174969.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -174978.171875 Penalty: 2480.215332
	Iteration 25Q: 3 clusters Score -174978.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -174984.453125 Penalty: 2480.215332
	Iteration 26Q: 3 clusters Score -174984.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -174989.234375 Penalty: 2480.215332
	Iteration 27Q: 3 clusters Score -174989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -174991.406250 Penalty: 2480.215332
	Iteration 28Q: 3 clusters Score -174991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -174993.796875 Penalty: 2480.215332
	Iteration 29Q: 3 clusters Score -174993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -174995.531250 Penalty: 2480.215332
	Iteration 30Q: 3 clusters Score -174995.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -174997.609375 Penalty: 2480.215332
	Iteration 31Q: 3 clusters Score -174997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -174999.828125 Penalty: 2480.215332
	Iteration 32Q: 3 clusters Score -174999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -175002.437500 Penalty: 2480.215332
	Iteration 33Q: 3 clusters Score -175002.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -175004.500000 Penalty: 2480.215332
	Iteration 34Q: 3 clusters Score -175004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -175005.109375 Penalty: 2480.215332
	Iteration 35Q: 3 clusters Score -175005.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -175005.312500 Penalty: 2480.215332
	Iteration 36Q: 3 clusters Score -175005.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -175005.312500 Penalty: 2480.215332
	Iteration 37F: 3 clusters Score -175005.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Entering Unmasked Estep 
Score: -37575.027344 Penalty: 984.986694
	Iteration 0F: 2 clusters Score -37575.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -36559.585938 Penalty: 1969.973389
	Iteration 0F: 3 clusters Score -36559.59 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36695.699219 Penalty: 1969.973389
	Iteration 1F: 3 clusters Score -36695.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36727.660156 Penalty: 1969.973389
	Iteration 2F: 3 clusters Score -36727.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -36741.652344 Penalty: 1969.973389
	Iteration 3Q: 3 clusters Score -36741.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -36747.417969 Penalty: 1969.973389
	Iteration 4Q: 3 clusters Score -36747.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -36753.570312 Penalty: 1969.973389
	Iteration 5Q: 3 clusters Score -36753.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -36757.667969 Penalty: 1969.973389
	Iteration 6Q: 3 clusters Score -36757.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -36758.824219 Penalty: 1969.973389
	Iteration 7Q: 3 clusters Score -36758.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -36759.828125 Penalty: 1969.973389
	Iteration 8Q: 3 clusters Score -36759.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -36761.304688 Penalty: 1969.973389
	Iteration 9Q: 3 clusters Score -36761.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -36763.394531 Penalty: 1969.973389
	Iteration 10Q: 3 clusters Score -36763.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36764.960938 Penalty: 1969.973389
	Iteration 11Q: 3 clusters Score -36764.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -36764.960938 Penalty: 1969.973389
	Iteration 12F: 3 clusters Score -36764.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (6443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Entering Unmasked Estep 
Score: -567024.000000 Penalty: 1425.246704
	Iteration 0F: 2 clusters Score -567024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -562122.750000 Penalty: 2850.493408
	Iteration 0F: 3 clusters Score -562122.8 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -563622.875000 Penalty: 2850.493408
	Iteration 1F: 3 clusters Score -563622.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -563891.500000 Penalty: 2850.493408
	Iteration 2F: 3 clusters Score -563891.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -564131.312500 Penalty: 2850.493408
	Iteration 3F: 3 clusters Score -564131.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -564352.437500 Penalty: 2850.493408
	Iteration 4F: 3 clusters Score -564352.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -564525.625000 Penalty: 2850.493408
	Iteration 5Q: 3 clusters Score -564525.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -564687.437500 Penalty: 2850.493408
	Iteration 6Q: 3 clusters Score -564687.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -564835.875000 Penalty: 2850.493408
	Iteration 7Q: 3 clusters Score -564835.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -564968.250000 Penalty: 2850.493408
	Iteration 8Q: 3 clusters Score -564968.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -565089.375000 Penalty: 2850.493408
	Iteration 9Q: 3 clusters Score -565089.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -565195.125000 Penalty: 2850.493408
	Iteration 10Q: 3 clusters Score -565195.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -565290.062500 Penalty: 2850.493408
	Iteration 11Q: 3 clusters Score -565290.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -565379.062500 Penalty: 2850.493408
	Iteration 12Q: 3 clusters Score -565379.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -565450.625000 Penalty: 2850.493408
	Iteration 13Q: 3 clusters Score -565450.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -565547.187500 Penalty: 2850.493408
	Iteration 14Q: 3 clusters Score -565547.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -565651.125000 Penalty: 2850.493408
	Iteration 15Q: 3 clusters Score -565651.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -565746.437500 Penalty: 2850.493408
	Iteration 16Q: 3 clusters Score -565746.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -565822.312500 Penalty: 2850.493408
	Iteration 17Q: 3 clusters Score -565822.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -565892.812500 Penalty: 2850.493408
	Iteration 18Q: 3 clusters Score -565892.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -565947.187500 Penalty: 2850.493408
	Iteration 19Q: 3 clusters Score -565947.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -565994.812500 Penalty: 2850.493408
	Iteration 20F: 3 clusters Score -565994.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -566033.187500 Penalty: 2850.493408
	Iteration 21Q: 3 clusters Score -566033.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -566061.750000 Penalty: 2850.493408
	Iteration 22Q: 3 clusters Score -566061.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -566085.687500 Penalty: 2850.493408
	Iteration 23Q: 3 clusters Score -566085.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -566100.062500 Penalty: 2850.493408
	Iteration 24Q: 3 clusters Score -566100.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -566115.125000 Penalty: 2850.493408
	Iteration 25Q: 3 clusters Score -566115.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -566132.000000 Penalty: 2850.493408
	Iteration 26Q: 3 clusters Score -566132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -566148.687500 Penalty: 2850.493408
	Iteration 27Q: 3 clusters Score -566148.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -566156.750000 Penalty: 2850.493408
	Iteration 28Q: 3 clusters Score -566156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -566165.812500 Penalty: 2850.493408
	Iteration 29Q: 3 clusters Score -566165.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -566179.562500 Penalty: 2850.493408
	Iteration 30Q: 3 clusters Score -566179.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -566195.250000 Penalty: 2850.493408
	Iteration 31Q: 3 clusters Score -566195.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -566203.187500 Penalty: 2850.493408
	Iteration 32Q: 3 clusters Score -566203.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -566209.062500 Penalty: 2850.493408
	Iteration 33Q: 3 clusters Score -566209.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -566212.062500 Penalty: 2850.493408
	Iteration 34Q: 3 clusters Score -566212.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -566216.750000 Penalty: 2850.493408
	Iteration 35Q: 3 clusters Score -566216.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -566222.500000 Penalty: 2850.493408
	Iteration 36Q: 3 clusters Score -566222.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -566230.562500 Penalty: 2850.493408
	Iteration 37Q: 3 clusters Score -566230.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -566236.437500 Penalty: 2850.493408
	Iteration 38Q: 3 clusters Score -566236.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -566246.625000 Penalty: 2850.493408
	Iteration 39Q: 3 clusters Score -566246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -566254.437500 Penalty: 2850.493408
	Iteration 40F: 3 clusters Score -566254.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -566263.125000 Penalty: 2850.493408
	Iteration 41Q: 3 clusters Score -566263.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -566273.562500 Penalty: 2850.493408
	Iteration 42Q: 3 clusters Score -566273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -566276.062500 Penalty: 2850.493408
	Iteration 43Q: 3 clusters Score -566276.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -566279.187500 Penalty: 2850.493408
	Iteration 44Q: 3 clusters Score -566279.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -566281.500000 Penalty: 2850.493408
	Iteration 45Q: 3 clusters Score -566281.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -566286.375000 Penalty: 2850.493408
	Iteration 46Q: 3 clusters Score -566286.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -566291.687500 Penalty: 2850.493408
	Iteration 47Q: 3 clusters Score -566291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -566296.562500 Penalty: 2850.493408
	Iteration 48Q: 3 clusters Score -566296.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -566301.875000 Penalty: 2850.493408
	Iteration 49Q: 3 clusters Score -566301.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -566315.562500 Penalty: 2850.493408
	Iteration 50Q: 3 clusters Score -566315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -566330.000000 Penalty: 2850.493408
	Iteration 51Q: 3 clusters Score -566330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -566340.625000 Penalty: 2850.493408
	Iteration 52Q: 3 clusters Score -566340.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -566343.062500 Penalty: 2850.493408
	Iteration 53Q: 3 clusters Score -566343.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -566343.062500 Penalty: 2850.493408
	Iteration 54F: 3 clusters Score -566343.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (8975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Entering Unmasked Estep 
Score: -791973.500000 Penalty: 1479.107300
	Iteration 0F: 2 clusters Score -791973.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -785448.062500 Penalty: 2958.214600
	Iteration 0F: 3 clusters Score -785448.1 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -787479.062500 Penalty: 2958.214600
	Iteration 1F: 3 clusters Score -787479.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -787690.437500 Penalty: 2958.214600
	Iteration 2F: 3 clusters Score -787690.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -787839.437500 Penalty: 2958.214600
	Iteration 3Q: 3 clusters Score -787839.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -787959.187500 Penalty: 2958.214600
	Iteration 4Q: 3 clusters Score -787959.2 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -788062.250000 Penalty: 2958.214600
	Iteration 5Q: 3 clusters Score -788062.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -788158.875000 Penalty: 2958.214600
	Iteration 6Q: 3 clusters Score -788158.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -788246.875000 Penalty: 2958.214600
	Iteration 7Q: 3 clusters Score -788246.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -788324.500000 Penalty: 2958.214600
	Iteration 8Q: 3 clusters Score -788324.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -788406.562500 Penalty: 2958.214600
	Iteration 9Q: 3 clusters Score -788406.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -788509.625000 Penalty: 2958.214600
	Iteration 10Q: 3 clusters Score -788509.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -788637.625000 Penalty: 2958.214600
	Iteration 11Q: 3 clusters Score -788637.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -788788.187500 Penalty: 2958.214600
	Iteration 12Q: 3 clusters Score -788788.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -788955.250000 Penalty: 2958.214600
	Iteration 13Q: 3 clusters Score -788955.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -789130.687500 Penalty: 2958.214600
	Iteration 14Q: 3 clusters Score -789130.7 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -789322.875000 Penalty: 2958.214600
	Iteration 15Q: 3 clusters Score -789322.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -789495.937500 Penalty: 2958.214600
	Iteration 16Q: 3 clusters Score -789495.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -789598.812500 Penalty: 2958.214600
	Iteration 17Q: 3 clusters Score -789598.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -789647.125000 Penalty: 2958.214600
	Iteration 18Q: 3 clusters Score -789647.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -789678.500000 Penalty: 2958.214600
	Iteration 19Q: 3 clusters Score -789678.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -789694.437500 Penalty: 2958.214600
	Iteration 20F: 3 clusters Score -789694.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -789702.750000 Penalty: 2958.214600
	Iteration 21Q: 3 clusters Score -789702.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -789707.500000 Penalty: 2958.214600
	Iteration 22Q: 3 clusters Score -789707.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -789705.812500 Penalty: 2958.214600
	Iteration 23Q: 3 clusters Score -789705.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -789707.062500 Penalty: 2958.214600
	Iteration 24Q: 3 clusters Score -789707.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -789711.500000 Penalty: 2958.214600
	Iteration 25Q: 3 clusters Score -789711.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -789712.500000 Penalty: 2958.214600
	Iteration 26Q: 3 clusters Score -789712.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -789714.187500 Penalty: 2958.214600
	Iteration 27Q: 3 clusters Score -789714.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -789719.875000 Penalty: 2958.214600
	Iteration 28Q: 3 clusters Score -789719.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -789719.312500 Penalty: 2958.214600
	Iteration 29Q: 3 clusters Score -789719.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -789721.125000 Penalty: 2958.214600
	Iteration 30Q: 3 clusters Score -789721.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -789723.562500 Penalty: 2958.214600
	Iteration 31Q: 3 clusters Score -789723.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -789725.687500 Penalty: 2958.214600
	Iteration 32Q: 3 clusters Score -789725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -789724.812500 Penalty: 2958.214600
	Iteration 33Q: 3 clusters Score -789724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -789725.187500 Penalty: 2958.214600
	Iteration 34Q: 3 clusters Score -789725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -789726.125000 Penalty: 2958.214600
	Iteration 35Q: 3 clusters Score -789726.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -789727.500000 Penalty: 2958.214600
	Iteration 36Q: 3 clusters Score -789727.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -789727.562500 Penalty: 2958.214600
	Iteration 37Q: 3 clusters Score -789727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -789727.812500 Penalty: 2958.214600
	Iteration 38Q: 3 clusters Score -789727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -789729.250000 Penalty: 2958.214600
	Iteration 39Q: 3 clusters Score -789729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -789731.250000 Penalty: 2958.214600
	Iteration 40F: 3 clusters Score -789731.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -789730.437500 Penalty: 2958.214600
	Iteration 41Q: 3 clusters Score -789730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -789731.437500 Penalty: 2958.214600
	Iteration 42Q: 3 clusters Score -789731.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -789730.062500 Penalty: 2958.214600
	Iteration 43Q: 3 clusters Score -789730.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -789731.062500 Penalty: 2958.214600
	Iteration 44Q: 3 clusters Score -789731.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -789733.750000 Penalty: 2958.214600
	Iteration 45Q: 3 clusters Score -789733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -789732.937500 Penalty: 2958.214600
	Iteration 46Q: 3 clusters Score -789732.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -789733.187500 Penalty: 2958.214600
	Iteration 47Q: 3 clusters Score -789733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -789731.812500 Penalty: 2958.214600
	Iteration 48Q: 3 clusters Score -789731.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -789731.812500 Penalty: 2958.214600
	Iteration 49F: 3 clusters Score -789731.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (15157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Entering Unmasked Estep 
Score: -1337520.375000 Penalty: 1564.260376
	Iteration 0F: 2 clusters Score -1337520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1326958.875000 Penalty: 3128.520752
	Iteration 0F: 3 clusters Score -1326959 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1330767.500000 Penalty: 3128.520752
	Iteration 1F: 3 clusters Score -1330768 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1331124.500000 Penalty: 3128.520752
	Iteration 2F: 3 clusters Score -1331124 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1331426.375000 Penalty: 3128.520752
	Iteration 3Q: 3 clusters Score -1331426 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1331720.625000 Penalty: 3128.520752
	Iteration 4Q: 3 clusters Score -1331721 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1331991.750000 Penalty: 3128.520752
	Iteration 5Q: 3 clusters Score -1331992 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1332222.250000 Penalty: 3128.520752
	Iteration 6Q: 3 clusters Score -1332222 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1332435.500000 Penalty: 3128.520752
	Iteration 7Q: 3 clusters Score -1332436 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1332613.000000 Penalty: 3128.520752
	Iteration 8Q: 3 clusters Score -1332613 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1332771.375000 Penalty: 3128.520752
	Iteration 9Q: 3 clusters Score -1332771 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1332950.125000 Penalty: 3128.520752
	Iteration 10Q: 3 clusters Score -1332950 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1333116.500000 Penalty: 3128.520752
	Iteration 11Q: 3 clusters Score -1333116 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -1333263.875000 Penalty: 3128.520752
	Iteration 12Q: 3 clusters Score -1333264 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1333383.125000 Penalty: 3128.520752
	Iteration 13Q: 3 clusters Score -1333383 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1333495.250000 Penalty: 3128.520752
	Iteration 14Q: 3 clusters Score -1333495 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1333625.875000 Penalty: 3128.520752
	Iteration 15Q: 3 clusters Score -1333626 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1333783.500000 Penalty: 3128.520752
	Iteration 16Q: 3 clusters Score -1333784 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1333956.875000 Penalty: 3128.520752
	Iteration 17Q: 3 clusters Score -1333957 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1334146.500000 Penalty: 3128.520752
	Iteration 18Q: 3 clusters Score -1334146 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1334330.375000 Penalty: 3128.520752
	Iteration 19Q: 3 clusters Score -1334330 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1334554.500000 Penalty: 3128.520752
	Iteration 20F: 3 clusters Score -1334554 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1334806.625000 Penalty: 3128.520752
	Iteration 21Q: 3 clusters Score -1334807 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1335061.625000 Penalty: 3128.520752
	Iteration 22Q: 3 clusters Score -1335062 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1335261.125000 Penalty: 3128.520752
	Iteration 23Q: 3 clusters Score -1335261 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1335451.500000 Penalty: 3128.520752
	Iteration 24Q: 3 clusters Score -1335452 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1335609.750000 Penalty: 3128.520752
	Iteration 25Q: 3 clusters Score -1335610 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1335755.250000 Penalty: 3128.520752
	Iteration 26Q: 3 clusters Score -1335755 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1335891.625000 Penalty: 3128.520752
	Iteration 27Q: 3 clusters Score -1335892 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1335987.250000 Penalty: 3128.520752
	Iteration 28Q: 3 clusters Score -1335987 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1336055.875000 Penalty: 3128.520752
	Iteration 29Q: 3 clusters Score -1336056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1336100.625000 Penalty: 3128.520752
	Iteration 30Q: 3 clusters Score -1336101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1336134.875000 Penalty: 3128.520752
	Iteration 31Q: 3 clusters Score -1336135 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1336159.375000 Penalty: 3128.520752
	Iteration 32Q: 3 clusters Score -1336159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1336174.250000 Penalty: 3128.520752
	Iteration 33Q: 3 clusters Score -1336174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1336184.375000 Penalty: 3128.520752
	Iteration 34Q: 3 clusters Score -1336184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1336197.250000 Penalty: 3128.520752
	Iteration 35Q: 3 clusters Score -1336197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1336207.125000 Penalty: 3128.520752
	Iteration 36Q: 3 clusters Score -1336207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1336215.750000 Penalty: 3128.520752
	Iteration 37Q: 3 clusters Score -1336216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1336222.000000 Penalty: 3128.520752
	Iteration 38Q: 3 clusters Score -1336222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1336224.625000 Penalty: 3128.520752
	Iteration 39Q: 3 clusters Score -1336225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1336225.500000 Penalty: 3128.520752
	Iteration 40F: 3 clusters Score -1336226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1336226.750000 Penalty: 3128.520752
	Iteration 41Q: 3 clusters Score -1336227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1336233.125000 Penalty: 3128.520752
	Iteration 42Q: 3 clusters Score -1336233 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1336232.250000 Penalty: 3128.520752
	Iteration 43Q: 3 clusters Score -1336232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14603 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1336235.875000 Penalty: 3128.520752
	Iteration 44Q: 3 clusters Score -1336236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1336242.125000 Penalty: 3128.520752
	Iteration 45Q: 3 clusters Score -1336242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1336241.625000 Penalty: 3128.520752
	Iteration 46Q: 3 clusters Score -1336242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1336245.250000 Penalty: 3128.520752
	Iteration 47Q: 3 clusters Score -1336245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1336246.875000 Penalty: 3128.520752
	Iteration 48Q: 3 clusters Score -1336247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1336246.875000 Penalty: 3128.520752
	Iteration 49F: 3 clusters Score -1336247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Entering Unmasked Estep 
Score: -79135.710938 Penalty: 1117.728027
	Iteration 0F: 2 clusters Score -79135.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77730.062500 Penalty: 2235.456055
	Iteration 0F: 3 clusters Score -77730.06 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -77960.773438 Penalty: 2235.456055
	Iteration 1F: 3 clusters Score -77960.77 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -78035.375000 Penalty: 2235.456055
	Iteration 2F: 3 clusters Score -78035.38 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78069.765625 Penalty: 2235.456055
	Iteration 3Q: 3 clusters Score -78069.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -78088.546875 Penalty: 2235.456055
	Iteration 4Q: 3 clusters Score -78088.55 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -78100.406250 Penalty: 2235.456055
	Iteration 5Q: 3 clusters Score -78100.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -78104.304688 Penalty: 2235.456055
	Iteration 6Q: 3 clusters Score -78104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -78107.671875 Penalty: 2235.456055
	Iteration 7Q: 3 clusters Score -78107.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78108.632812 Penalty: 2235.456055
	Iteration 8Q: 3 clusters Score -78108.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -78108.632812 Penalty: 2235.456055
	Iteration 9F: 3 clusters Score -78108.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (1016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Entering Unmasked Estep 
Score: -83752.640625 Penalty: 1125.089722
	Iteration 0F: 2 clusters Score -83752.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -82337.554688 Penalty: 2250.179443
	Iteration 0F: 3 clusters Score -82337.55 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -82569.804688 Penalty: 2250.179443
	Iteration 1F: 3 clusters Score -82569.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82637.265625 Penalty: 2250.179443
	Iteration 2F: 3 clusters Score -82637.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82666.117188 Penalty: 2250.179443
	Iteration 3Q: 3 clusters Score -82666.12 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82694.593750 Penalty: 2250.179443
	Iteration 4Q: 3 clusters Score -82694.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82715.304688 Penalty: 2250.179443
	Iteration 5Q: 3 clusters Score -82715.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82735.632812 Penalty: 2250.179443
	Iteration 6Q: 3 clusters Score -82735.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82746.859375 Penalty: 2250.179443
	Iteration 7Q: 3 clusters Score -82746.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82760.351562 Penalty: 2250.179443
	Iteration 8Q: 3 clusters Score -82760.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -82766.882812 Penalty: 2250.179443
	Iteration 9Q: 3 clusters Score -82766.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -82770.828125 Penalty: 2250.179443
	Iteration 10Q: 3 clusters Score -82770.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -82772.960938 Penalty: 2250.179443
	Iteration 11Q: 3 clusters Score -82772.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82774.742188 Penalty: 2250.179443
	Iteration 12Q: 3 clusters Score -82774.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -82775.859375 Penalty: 2250.179443
	Iteration 13Q: 3 clusters Score -82775.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82778.992188 Penalty: 2250.179443
	Iteration 14Q: 3 clusters Score -82778.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82779.476562 Penalty: 2250.179443
	Iteration 15Q: 3 clusters Score -82779.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -82779.476562 Penalty: 2250.179443
	Iteration 16F: 3 clusters Score -82779.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (3260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Entering Unmasked Estep 
Score: -274670.906250 Penalty: 1314.540894
	Iteration 0F: 2 clusters Score -274670.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -271797.906250 Penalty: 2629.081787
	Iteration 0F: 3 clusters Score -271797.9 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -272598.406250 Penalty: 2629.081787
	Iteration 1F: 3 clusters Score -272598.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -272833.250000 Penalty: 2629.081787
	Iteration 2F: 3 clusters Score -272833.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -273024.500000 Penalty: 2629.081787
	Iteration 3F: 3 clusters Score -273024.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -273203.906250 Penalty: 2629.081787
	Iteration 4F: 3 clusters Score -273203.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -273364.687500 Penalty: 2629.081787
	Iteration 5F: 3 clusters Score -273364.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -273493.531250 Penalty: 2629.081787
	Iteration 6Q: 3 clusters Score -273493.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -273602.406250 Penalty: 2629.081787
	Iteration 7Q: 3 clusters Score -273602.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -273739.312500 Penalty: 2629.081787
	Iteration 8Q: 3 clusters Score -273739.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -273923.250000 Penalty: 2629.081787
	Iteration 9Q: 3 clusters Score -273923.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -274122.000000 Penalty: 2629.081787
	Iteration 10Q: 3 clusters Score -274122 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -274248.000000 Penalty: 2629.081787
	Iteration 11Q: 3 clusters Score -274248 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -274314.218750 Penalty: 2629.081787
	Iteration 12Q: 3 clusters Score -274314.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -274340.750000 Penalty: 2629.081787
	Iteration 13Q: 3 clusters Score -274340.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -274356.781250 Penalty: 2629.081787
	Iteration 14Q: 3 clusters Score -274356.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -274371.625000 Penalty: 2629.081787
	Iteration 15Q: 3 clusters Score -274371.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -274382.093750 Penalty: 2629.081787
	Iteration 16Q: 3 clusters Score -274382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -274388.812500 Penalty: 2629.081787
	Iteration 17Q: 3 clusters Score -274388.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -274391.250000 Penalty: 2629.081787
	Iteration 18Q: 3 clusters Score -274391.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -274393.156250 Penalty: 2629.081787
	Iteration 19Q: 3 clusters Score -274393.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -274393.781250 Penalty: 2629.081787
	Iteration 20F: 3 clusters Score -274393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -274394.500000 Penalty: 2629.081787
	Iteration 21Q: 3 clusters Score -274394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -274395.437500 Penalty: 2629.081787
	Iteration 22Q: 3 clusters Score -274395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -274395.312500 Penalty: 2629.081787
	Iteration 23Q: 3 clusters Score -274395.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -274395.562500 Penalty: 2629.081787
	Iteration 24Q: 3 clusters Score -274395.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -274395.562500 Penalty: 2629.081787
	Iteration 25F: 3 clusters Score -274395.6 nChanged 0
--- Evaluating fit on full set of 1457482 points ---
Entering Unmasked Estep 
Score: -122718976.000000 Penalty: 106086.851562
25->47 Clusters: Score -122718976.000000, best is -122837864.000000

Main iterations: 0 (time per=infms)
Total iterations: 51778 (time per=150.530344ms)
Iterations metric 2: 885321695232.000000 (time per=8.803760ns)
Iterations metric 3: 21247983353856.000000 (time per=366.818819ps)

That took 7794.160156 seconds.
